diff --git a/.github/pr-title-checker-config.json b/.github/pr-title-checker-config.json
index 958bbba56d2c5..2da13e6e86f5c 100644
--- a/.github/pr-title-checker-config.json
+++ b/.github/pr-title-checker-config.json
@@ -4,7 +4,7 @@
     "color": "B60205"
   },
   "CHECKS": {
-    "regexp": "^(cherry pick|cherry-pick)?(| )+(feat|fix|test|refactor|chore|style|doc|perf|build|ci|revert|deprecate)(\\(.*\\))?:.*",
+    "regexp": "^(cherry pick|cherry-pick)?(| |:|: )+(feat|fix|test|refactor|chore|style|doc|perf|build|ci|revert|deprecate)(\\(.*\\))?:.*",
     "ignoreLabels" : ["ignore-title"]
   },
   "MESSAGES": {
diff --git a/.github/workflows/auto-update-helm-and-operator-version-by-release.yml b/.github/workflows/auto-update-helm-and-operator-version-by-release.yml
index b136267841172..1e4e6a8c9c1e9 100644
--- a/.github/workflows/auto-update-helm-and-operator-version-by-release.yml
+++ b/.github/workflows/auto-update-helm-and-operator-version-by-release.yml
@@ -47,6 +47,7 @@ jobs:
           path: 'helm-charts'
           reviewers: arkbriar
           delete-branch: true
+          signoff: true
 
   update-risingwave-operator:
     runs-on: ubuntu-latest
@@ -75,3 +76,4 @@ jobs:
           path: 'risingwave-operator'
           reviewers: arkbriar
           delete-branch: true
+          signoff: true
diff --git a/.github/workflows/cherry-pick-to-release-branch.yml b/.github/workflows/cherry-pick-to-release-branch.yml
index 4e8fd60117731..18dba108047dd 100644
--- a/.github/workflows/cherry-pick-to-release-branch.yml
+++ b/.github/workflows/cherry-pick-to-release-branch.yml
@@ -22,8 +22,8 @@ jobs:
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
 
-  release_pull_request_1_8:
-    if: "contains(github.event.pull_request.labels.*.name, 'need-cherry-pick-release-1.8')  &&  github.event.pull_request.merged == true"
+  release_pull_request_1_10:
+    if: "contains(github.event.pull_request.labels.*.name, 'need-cherry-pick-release-1.10')  &&  github.event.pull_request.merged == true"
     runs-on: ubuntu-latest
     name: release_pull_request
     steps:
@@ -32,9 +32,9 @@ jobs:
       - name: Create PR to branch
         uses: risingwavelabs/github-action-cherry-pick@master
         with:
-          pr_branch: 'release-1.8'
+          pr_branch: 'release-1.10'
           pr_labels: 'cherry-pick'
-          pr_body: ${{ format('Cherry picking \#{0} onto branch release-1.8', github.event.number) }}
+          pr_body: ${{ format('Cherry picking \#{0} onto branch release-1.10', github.event.number) }}
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
 
diff --git a/.github/workflows/package_version_check.yml b/.github/workflows/package_version_check.yml
new file mode 100644
index 0000000000000..e0bbd04eef12a
--- /dev/null
+++ b/.github/workflows/package_version_check.yml
@@ -0,0 +1,57 @@
+name: Package Version Checker
+
+on:
+  pull_request:
+    branches:
+      - 'main'
+
+jobs:
+  compare-package-version-with-latest-release-version:
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v2
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+
+      - name: List branches
+        run: |
+          git fetch --all
+          release_branches=$(git branch -r | grep -E 'origin/release-[0-9]+\.[0-9]+' | sed 's/origin\///')
+          echo "Release branches:"
+          echo "$release_branches"
+          echo "$release_branches" > release_branches.txt
+
+      - name: Pick latest release branch
+        run: |
+          release_branches=$(cat release_branches.txt)
+          latest_branch=$(echo "$release_branches" | sort -t. -k1,1 -k2,2 -Vr | head -n 1)
+          echo "Latest release branch: $latest_branch"
+          latest_version=$(echo "$latest_branch" | sed -E 's/release-([0-9]+\.[0-9]+)/\1/' | sed 's/^[ \t]*//')
+          echo "Latest release version: $latest_version"
+          echo "$latest_version" > latest_release_version.txt
+
+      - name: Read Cargo.toml version
+        run: |
+          cargo_version=$(grep -oP '(?<=^version = ")[0-9]+\.[0-9]+' Cargo.toml)
+          echo "Cargo.toml version: $cargo_version"
+          echo "$cargo_version" > cargo_version.txt
+
+      - name: Compare versions
+        run: |
+          latest_version=$(cat latest_release_version.txt)
+          cargo_version=$(cat cargo_version.txt)
+
+          latest_major=$(echo $latest_version | cut -d. -f1)
+          latest_minor=$(echo $latest_version | cut -d. -f2)
+
+          cargo_major=$(echo $cargo_version | cut -d. -f1)
+          cargo_minor=$(echo $cargo_version | cut -d. -f2)
+
+          if [ "$cargo_major" -lt "$latest_major" ] || { [ "$cargo_major" -eq "$latest_major" ] && [ "$cargo_minor" -le "$latest_minor" ]; }; then
+            echo "Error: Cargo.toml package version $cargo_version is not larger than $latest_version"
+            exit 1
+          else
+            echo "Cargo.toml version $cargo_version is larger than or equal to $latest_version"
+          fi
diff --git a/.github/workflows/stale.yml b/.github/workflows/stale.yml
index eb5173e599e7d..765befde5a752 100644
--- a/.github/workflows/stale.yml
+++ b/.github/workflows/stale.yml
@@ -3,25 +3,50 @@ name: Mark stale issues and pull requests
 on:
   schedule:
   - cron: '30 1 * * *'
+  workflow_dispatch:
+    inputs:
+      # https://github.com/marketplace/actions/close-stale-issues#operations-per-run
+      operationsPerRun:
+        description: 'Max number of operations per run'
+        required: true
+        default: 30
 
 jobs:
   stale:
-
     runs-on: ubuntu-latest
     permissions:
       issues: write
       pull-requests: write
 
     steps:
-    - uses: actions/stale@v5
+    - uses: actions/stale@v9
       with:
         repo-token: ${{ secrets.GITHUB_TOKEN }}
         stale-issue-message: >
           This issue has been open for 60 days with no activity.
-          Could you please update the status? Feel free to continue discussion or close as not planned.
+
+          If you think it is still relevant today, and needs to be done *in the near future*, you can comment to update the status, or just manually remove the `no-issue-activity` label.
+
+          You can also confidently close this issue as not planned to keep our backlog clean.
+          Don't worry if you think the issue is still valuable to continue in the future.
+          It's searchable and can be reopened when it's time. 😄
         stale-pr-message: >
           This PR has been open for 60 days with no activity.
-          Could you please update the status? Feel free to ping a reviewer if you are waiting for review.
+
+          If it's blocked by code review, feel free to ping a reviewer or ask someone else to review it.
+
+          If you think it is still relevant today, and have time to work on it *in the near future*, you can comment to update the status, or just manually remove the `no-pr-activity` label.
+
+          You can also confidently close this PR to keep our backlog clean. (If no further action taken, the PR will be automatically closed after 7 days. Sorry!  🙏)
+          Don't worry if you think the PR is still valuable to continue in the future.
+          It's searchable and can be reopened when it's time. 😄
+        close-pr-message: >
+          Close this PR as there's no further actions taken after it is marked as stale for 7 days. Sorry! 🙏
+
+          You can reopen it when you have time to continue working on it.
         stale-issue-label: 'no-issue-activity'
         stale-pr-label: 'no-pr-activity'
         days-before-close: -1
+        days-before-pr-close: 7
+        operations-per-run: ${{ github.event.inputs.operationsPerRun }}
+        enable-statistics: true
diff --git a/Cargo.lock b/Cargo.lock
index 97bb9bd12e0bd..5e8587d5edadd 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -241,7 +241,7 @@ dependencies = [
 [[package]]
 name = "apache-avro"
 version = "0.16.0"
-source = "git+https://github.com/risingwavelabs/avro?rev=5349b0c7b35940d117397edbd314ca9087cdb892#5349b0c7b35940d117397edbd314ca9087cdb892"
+source = "git+https://github.com/risingwavelabs/avro?rev=25113ba88234a9ae23296e981d8302c290fdaa4b#25113ba88234a9ae23296e981d8302c290fdaa4b"
 dependencies = [
  "bzip2",
  "crc32fast",
@@ -268,10 +268,10 @@ dependencies = [
 [[package]]
 name = "apache-avro"
 version = "0.17.0"
-source = "git+https://github.com/icelake-io/avro.git?branch=icelake-dev#4b828e9283e7248fd3ca42f5b590c2160b201785"
+source = "git+https://github.com/apache/avro.git#477f2214dda93425266d76b75c1f437286242d11"
 dependencies = [
  "apache-avro-derive",
- "bigdecimal 0.4.2",
+ "bigdecimal 0.4.5",
  "digest",
  "libflate",
  "log",
@@ -281,23 +281,23 @@ dependencies = [
  "regex-lite",
  "serde",
  "serde_json",
- "strum 0.25.0",
- "strum_macros 0.25.3",
+ "strum 0.26.3",
+ "strum_macros 0.26.4",
  "thiserror",
- "typed-builder 0.18.0",
+ "typed-builder 0.18.2",
  "uuid",
 ]
 
 [[package]]
 name = "apache-avro-derive"
 version = "0.17.0"
-source = "git+https://github.com/icelake-io/avro.git?branch=icelake-dev#4b828e9283e7248fd3ca42f5b590c2160b201785"
+source = "git+https://github.com/apache/avro.git#477f2214dda93425266d76b75c1f437286242d11"
 dependencies = [
- "darling 0.20.8",
+ "darling 0.20.9",
  "proc-macro2",
  "quote",
  "serde_json",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -404,6 +404,21 @@ dependencies = [
  "num",
 ]
 
+[[package]]
+name = "arrow-arith"
+version = "52.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a7029a5b3efbeafbf4a12d12dc16b8f9e9bff20a410b8c25c5d28acc089e1043"
+dependencies = [
+ "arrow-array 52.0.0",
+ "arrow-buffer 52.0.0",
+ "arrow-data 52.0.0",
+ "arrow-schema 52.0.0",
+ "chrono",
+ "half 2.3.1",
+ "num",
+]
+
 [[package]]
 name = "arrow-array"
 version = "48.0.1"
@@ -437,6 +452,22 @@ dependencies = [
  "num",
 ]
 
+[[package]]
+name = "arrow-array"
+version = "52.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d33238427c60271710695f17742f45b1a5dc5bcfc5c15331c25ddfe7abf70d97"
+dependencies = [
+ "ahash 0.8.11",
+ "arrow-buffer 52.0.0",
+ "arrow-data 52.0.0",
+ "arrow-schema 52.0.0",
+ "chrono",
+ "half 2.3.1",
+ "hashbrown 0.14.3",
+ "num",
+]
+
 [[package]]
 name = "arrow-buffer"
 version = "48.0.1"
@@ -459,6 +490,17 @@ dependencies = [
  "num",
 ]
 
+[[package]]
+name = "arrow-buffer"
+version = "52.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fe9b95e825ae838efaf77e366c00d3fc8cca78134c9db497d6bda425f2e7b7c1"
+dependencies = [
+ "bytes",
+ "half 2.3.1",
+ "num",
+]
+
 [[package]]
 name = "arrow-cast"
 version = "48.0.1"
@@ -495,6 +537,26 @@ dependencies = [
  "num",
 ]
 
+[[package]]
+name = "arrow-cast"
+version = "52.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "87cf8385a9d5b5fcde771661dd07652b79b9139fea66193eda6a88664400ccab"
+dependencies = [
+ "arrow-array 52.0.0",
+ "arrow-buffer 52.0.0",
+ "arrow-data 52.0.0",
+ "arrow-schema 52.0.0",
+ "arrow-select 52.0.0",
+ "atoi",
+ "base64 0.22.0",
+ "chrono",
+ "half 2.3.1",
+ "lexical-core",
+ "num",
+ "ryu",
+]
+
 [[package]]
 name = "arrow-csv"
 version = "48.0.1"
@@ -538,6 +600,18 @@ dependencies = [
  "num",
 ]
 
+[[package]]
+name = "arrow-data"
+version = "52.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cb29be98f987bcf217b070512bb7afba2f65180858bca462edf4a39d84a23e10"
+dependencies = [
+ "arrow-buffer 52.0.0",
+ "arrow-schema 52.0.0",
+ "half 2.3.1",
+ "num",
+]
+
 [[package]]
 name = "arrow-flight"
 version = "50.0.0"
@@ -569,7 +643,7 @@ dependencies = [
  "arrow-cast 48.0.1",
  "arrow-data 48.0.1",
  "arrow-schema 48.0.1",
- "flatbuffers",
+ "flatbuffers 23.5.26",
 ]
 
 [[package]]
@@ -583,7 +657,21 @@ dependencies = [
  "arrow-cast 50.0.0",
  "arrow-data 50.0.0",
  "arrow-schema 50.0.0",
- "flatbuffers",
+ "flatbuffers 23.5.26",
+]
+
+[[package]]
+name = "arrow-ipc"
+version = "52.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ffc68f6523970aa6f7ce1dc9a33a7d9284cfb9af77d4ad3e617dbe5d79cc6ec8"
+dependencies = [
+ "arrow-array 52.0.0",
+ "arrow-buffer 52.0.0",
+ "arrow-cast 52.0.0",
+ "arrow-data 52.0.0",
+ "arrow-schema 52.0.0",
+ "flatbuffers 24.3.25",
 ]
 
 [[package]]
@@ -599,7 +687,7 @@ dependencies = [
  "arrow-schema 48.0.1",
  "chrono",
  "half 2.3.1",
- "indexmap 2.0.0",
+ "indexmap 2.2.6",
  "lexical-core",
  "num",
  "serde",
@@ -636,6 +724,21 @@ dependencies = [
  "num",
 ]
 
+[[package]]
+name = "arrow-ord"
+version = "52.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fcb56ed1547004e12203652f12fe12e824161ff9d1e5cf2a7dc4ff02ba94f413"
+dependencies = [
+ "arrow-array 52.0.0",
+ "arrow-buffer 52.0.0",
+ "arrow-data 52.0.0",
+ "arrow-schema 52.0.0",
+ "arrow-select 52.0.0",
+ "half 2.3.1",
+ "num",
+]
+
 [[package]]
 name = "arrow-row"
 version = "48.0.1"
@@ -666,6 +769,21 @@ dependencies = [
  "hashbrown 0.14.3",
 ]
 
+[[package]]
+name = "arrow-row"
+version = "52.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "575b42f1fc588f2da6977b94a5ca565459f5ab07b60545e17243fb9a7ed6d43e"
+dependencies = [
+ "ahash 0.8.11",
+ "arrow-array 52.0.0",
+ "arrow-buffer 52.0.0",
+ "arrow-data 52.0.0",
+ "arrow-schema 52.0.0",
+ "half 2.3.1",
+ "hashbrown 0.14.3",
+]
+
 [[package]]
 name = "arrow-schema"
 version = "48.0.1"
@@ -681,6 +799,12 @@ version = "50.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0ff3e9c01f7cd169379d269f926892d0e622a704960350d09d331be3ec9e0029"
 
+[[package]]
+name = "arrow-schema"
+version = "52.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "32aae6a60458a2389c0da89c9de0b7932427776127da1a738e2efc21d32f3393"
+
 [[package]]
 name = "arrow-select"
 version = "48.0.1"
@@ -709,6 +833,20 @@ dependencies = [
  "num",
 ]
 
+[[package]]
+name = "arrow-select"
+version = "52.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "de36abaef8767b4220d7b4a8c2fe5ffc78b47db81b03d77e2136091c3ba39102"
+dependencies = [
+ "ahash 0.8.11",
+ "arrow-array 52.0.0",
+ "arrow-buffer 52.0.0",
+ "arrow-data 52.0.0",
+ "arrow-schema 52.0.0",
+ "num",
+]
+
 [[package]]
 name = "arrow-string"
 version = "48.0.1"
@@ -872,7 +1010,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "swc_macros_common",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -915,7 +1053,7 @@ version = "0.4.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "bc2d0cfb2a7388d34f590e76686704c494ed7aaceed62ee1ba35cbf363abc2a5"
 dependencies = [
- "brotli",
+ "brotli 3.5.0",
  "bzip2",
  "flate2",
  "futures-core",
@@ -1028,7 +1166,7 @@ checksum = "30c5ef0ede93efbf733c1a727f3b6b5a1060bbedd5600183e66f6e4be4af0ec5"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -1077,7 +1215,7 @@ checksum = "16e62a023e7c117e27523144c5d2459f4397fcc3cab0085af8e2224f643a0193"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -1094,7 +1232,20 @@ checksum = "bc00ceb34980c03614e35a3a4e218276a0a824e911d07651cd0d858a51e8c0f0"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
+]
+
+[[package]]
+name = "asynchronous-codec"
+version = "0.6.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4057f2c32adbb2fc158e22fb38433c8e9bbf76b75a4732c7c0cbaf695fb65568"
+dependencies = [
+ "bytes",
+ "futures-sink",
+ "futures-util",
+ "memchr",
+ "pin-project-lite",
 ]
 
 [[package]]
@@ -1136,7 +1287,7 @@ dependencies = [
  "derive_utils",
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -1147,7 +1298,7 @@ checksum = "3c87f3f15e7794432337fc718554eaa4dc8f04c9677a950ffe366f20a162ae42"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -1547,7 +1698,7 @@ dependencies = [
  "aws-smithy-types",
  "bytes",
  "http 0.2.9",
- "http 1.0.0",
+ "http 1.1.0",
  "pin-project-lite",
  "tokio",
  "tracing",
@@ -1650,7 +1801,7 @@ dependencies = [
  "axum-core 0.4.3",
  "bytes",
  "futures-util",
- "http 1.0.0",
+ "http 1.1.0",
  "http-body 1.0.0",
  "http-body-util",
  "hyper 1.1.0",
@@ -1700,7 +1851,7 @@ dependencies = [
  "async-trait",
  "bytes",
  "futures-util",
- "http 1.0.0",
+ "http 1.1.0",
  "http-body 1.0.0",
  "http-body-util",
  "mime",
@@ -1720,7 +1871,7 @@ checksum = "077959a7f8cf438676af90b483304528eb7e16eadadb7f44e9ada4f9dceb9e62"
 dependencies = [
  "axum-core 0.4.3",
  "chrono",
- "http 1.0.0",
+ "http 1.1.0",
  "mime_guess",
  "rust-embed",
  "tower-service",
@@ -1872,9 +2023,9 @@ dependencies = [
 
 [[package]]
 name = "bigdecimal"
-version = "0.4.2"
+version = "0.4.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c06619be423ea5bb86c95f087d5707942791a08a85530df0db2209a3ecfb8bc9"
+checksum = "51d712318a27c7150326677b321a5fa91b55f6d9034ffd67f20319e147d40cee"
 dependencies = [
  "autocfg",
  "libm",
@@ -1931,7 +2082,7 @@ dependencies = [
  "regex",
  "rustc-hash",
  "shlex",
- "syn 2.0.57",
+ "syn 2.0.68",
  "which 4.4.2",
 ]
 
@@ -2062,7 +2213,7 @@ dependencies = [
  "proc-macro-crate 3.1.0",
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
  "syn_derive",
 ]
 
@@ -2074,7 +2225,18 @@ checksum = "d640d25bc63c50fb1f0b545ffd80207d2e10a4c965530809b40ba3386825c391"
 dependencies = [
  "alloc-no-stdlib",
  "alloc-stdlib",
- "brotli-decompressor",
+ "brotli-decompressor 2.5.1",
+]
+
+[[package]]
+name = "brotli"
+version = "6.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "74f7971dbd9326d58187408ab83117d8ac1bb9c17b085fdacd1cf2f598719b6b"
+dependencies = [
+ "alloc-no-stdlib",
+ "alloc-stdlib",
+ "brotli-decompressor 4.0.1",
 ]
 
 [[package]]
@@ -2087,6 +2249,36 @@ dependencies = [
  "alloc-stdlib",
 ]
 
+[[package]]
+name = "brotli-decompressor"
+version = "4.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9a45bd2e4095a8b518033b128020dd4a55aab1c0a381ba4404a472630f4bc362"
+dependencies = [
+ "alloc-no-stdlib",
+ "alloc-stdlib",
+]
+
+[[package]]
+name = "bson"
+version = "2.11.0"
+source = "git+https://github.com/risingwavelabs/bson-rust?rev=e5175ec#e5175ecfe3bebaaf58df543a1ae2bf868e476052"
+dependencies = [
+ "ahash 0.8.11",
+ "base64 0.13.1",
+ "bitvec",
+ "hex",
+ "indexmap 2.2.6",
+ "js-sys",
+ "once_cell",
+ "rand",
+ "serde",
+ "serde_bytes",
+ "serde_json",
+ "time",
+ "uuid",
+]
+
 [[package]]
 name = "bstr"
 version = "1.6.2"
@@ -2362,7 +2554,7 @@ checksum = "bc7cb2538d4ecc42b6c3b57a83094d8c69894e74468d18cd045a09fdea807358"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -2373,9 +2565,9 @@ checksum = "613afe47fcd5fac7ccf1db93babcb082c5994d996f20b8b159f2ad1658eb5724"
 
 [[package]]
 name = "chrono"
-version = "0.4.31"
+version = "0.4.38"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7f2c685bad3eb3d45a01354cedb7d5faa66194d1d58ba6e267a8de788f79db38"
+checksum = "a21f936df1771bf62b77f047b726c4625ff2e8aa607c01ec06e5a05bd8463401"
 dependencies = [
  "android-tzdata",
  "iana-time-zone",
@@ -2383,7 +2575,7 @@ dependencies = [
  "num-traits",
  "serde",
  "wasm-bindgen",
- "windows-targets 0.48.5",
+ "windows-targets 0.52.0",
 ]
 
 [[package]]
@@ -2499,7 +2691,7 @@ dependencies = [
  "anstream",
  "anstyle",
  "clap_lex",
- "strsim 0.11.0",
+ "strsim 0.11.1",
 ]
 
 [[package]]
@@ -2511,7 +2703,7 @@ dependencies = [
  "heck 0.4.1",
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -2654,6 +2846,12 @@ dependencies = [
  "crossbeam-utils",
 ]
 
+[[package]]
+name = "connection-string"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "510ca239cf13b7f8d16a2b48f263de7b4f8c566f0af58d901031473c76afb1e3"
+
 [[package]]
 name = "console"
 version = "0.15.7"
@@ -2669,22 +2867,22 @@ dependencies = [
 
 [[package]]
 name = "console-api"
-version = "0.6.0"
+version = "0.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fd326812b3fd01da5bb1af7d340d0d555fd3d4b641e7f1dfcf5962a902952787"
+checksum = "a257c22cd7e487dd4a13d413beabc512c5052f0bc048db0da6a84c3d8a6142fd"
 dependencies = [
  "futures-core",
  "prost 0.12.1",
  "prost-types 0.12.1",
- "tonic 0.10.2",
+ "tonic 0.11.0",
  "tracing-core",
 ]
 
 [[package]]
 name = "console-subscriber"
-version = "0.2.0"
+version = "0.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7481d4c57092cd1c19dd541b92bdce883de840df30aa5d03fd48a3935c01842e"
+checksum = "31c4cc54bae66f7d9188996404abdf7fdfa23034ef8e43478c8810828abad758"
 dependencies = [
  "console-api",
  "crossbeam-channel",
@@ -2692,13 +2890,14 @@ dependencies = [
  "futures-task",
  "hdrhistogram",
  "humantime",
+ "prost 0.12.1",
  "prost-types 0.12.1",
  "serde",
  "serde_json",
  "thread_local",
  "tokio",
  "tokio-stream",
- "tonic 0.10.2",
+ "tonic 0.11.0",
  "tracing",
  "tracing-core",
  "tracing-subscriber",
@@ -2711,11 +2910,11 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e4a16ff120e0b2d07fdcfda1cc2c1c72b76d3b2fe7cc5ec82bf7b42769b2e73c"
 dependencies = [
  "auto_enums",
- "darling 0.20.8",
+ "darling 0.20.9",
  "itertools 0.12.1",
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -2952,9 +3151,9 @@ checksum = "338089f42c427b86394a5ee60ff321da23a5c89c9d89514c829687b26359fcff"
 
 [[package]]
 name = "crc32c"
-version = "0.6.5"
+version = "0.6.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "89254598aa9b9fa608de44b3ae54c810f0f06d755e24c50177f1f8f31ff50ce2"
+checksum = "3a47af21622d091a8f0fb295b88bc886ac74efcc613efc19f5d0b21de5c89e47"
 dependencies = [
  "rustc_version 0.4.0",
 ]
@@ -2978,7 +3177,7 @@ dependencies = [
  "proc-macro-error 1.0.4",
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -3220,7 +3419,7 @@ checksum = "83fdaf97f4804dcebfa5862639bc9ce4121e82140bec2a987ac5140294865b5b"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -3247,7 +3446,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "scratch",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -3264,7 +3463,7 @@ checksum = "2fa16a70dd58129e4dfffdff535fb1bce66673f7bbeec4a5a1765a504e1ccd84"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -3289,12 +3488,12 @@ dependencies = [
 
 [[package]]
 name = "darling"
-version = "0.20.8"
+version = "0.20.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "54e36fcd13ed84ffdfda6f5be89b31287cbb80c439841fe69e04841435464391"
+checksum = "83b2eb4d90d12bdda5ed17de686c2acb4c57914f8f921b8da7e112b5a36f3fe1"
 dependencies = [
- "darling_core 0.20.8",
- "darling_macro 0.20.8",
+ "darling_core 0.20.9",
+ "darling_macro 0.20.9",
 ]
 
 [[package]]
@@ -3327,16 +3526,16 @@ dependencies = [
 
 [[package]]
 name = "darling_core"
-version = "0.20.8"
+version = "0.20.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9c2cf1c23a687a1feeb728783b993c4e1ad83d99f351801977dd809b48d0a70f"
+checksum = "622687fe0bac72a04e5599029151f5796111b90f1baaa9b544d807a5e31cd120"
 dependencies = [
  "fnv",
  "ident_case",
  "proc-macro2",
  "quote",
- "strsim 0.10.0",
- "syn 2.0.57",
+ "strsim 0.11.1",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -3363,13 +3562,13 @@ dependencies = [
 
 [[package]]
 name = "darling_macro"
-version = "0.20.8"
+version = "0.20.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a668eda54683121533a393014d8692171709ff57a7d61f187b6e782719f8933f"
+checksum = "733cabb43482b1a1b53eee8583c2b9e8684d592215ea83efd305dd31bc2f0178"
 dependencies = [
- "darling_core 0.20.8",
+ "darling_core 0.20.9",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -3446,7 +3645,7 @@ dependencies = [
  "glob",
  "half 2.3.1",
  "hashbrown 0.14.3",
- "indexmap 2.0.0",
+ "indexmap 2.2.6",
  "itertools 0.11.0",
  "log",
  "num_cpus",
@@ -3559,7 +3758,7 @@ dependencies = [
  "half 2.3.1",
  "hashbrown 0.14.3",
  "hex",
- "indexmap 2.0.0",
+ "indexmap 2.2.6",
  "itertools 0.11.0",
  "libc",
  "log",
@@ -3593,7 +3792,7 @@ dependencies = [
  "futures",
  "half 2.3.1",
  "hashbrown 0.14.3",
- "indexmap 2.0.0",
+ "indexmap 2.2.6",
  "itertools 0.11.0",
  "log",
  "once_cell",
@@ -3672,9 +3871,9 @@ dependencies = [
 
 [[package]]
 name = "delta_btree_map"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
- "educe 0.6.0",
+ "educe",
  "enum-as-inner 0.6.0",
 ]
 
@@ -3871,7 +4070,7 @@ dependencies = [
  "deno_core",
  "deno_tls",
  "dyn-clone",
- "http 1.0.0",
+ "http 1.1.0",
  "pin-project",
  "reqwest 0.12.4",
  "serde",
@@ -3888,14 +4087,14 @@ dependencies = [
  "async-compression",
  "async-trait",
  "base64 0.21.7",
- "brotli",
+ "brotli 3.5.0",
  "bytes",
  "cache_control",
  "deno_core",
  "deno_net",
  "deno_websocket",
  "flate2",
- "http 1.0.0",
+ "http 1.1.0",
  "httparse",
  "hyper 0.14.27",
  "hyper 1.1.0",
@@ -3985,7 +4184,7 @@ dependencies = [
  "quote",
  "strum 0.25.0",
  "strum_macros 0.25.3",
- "syn 2.0.57",
+ "syn 2.0.68",
  "thiserror",
 ]
 
@@ -4073,7 +4272,7 @@ dependencies = [
  "deno_tls",
  "fastwebsockets",
  "h2 0.4.4",
- "http 1.0.0",
+ "http 1.1.0",
  "http-body-util",
  "hyper 1.1.0",
  "hyper-util",
@@ -4161,10 +4360,10 @@ version = "0.20.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d48cda787f839151732d396ac69e3473923d54312c070ee21e9effcaa8ca0b1d"
 dependencies = [
- "darling 0.20.8",
+ "darling 0.20.9",
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -4184,7 +4383,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "206868b8242f27cecce124c19fd88157fbd0dd334df2587f36417bafbc85097b"
 dependencies = [
  "derive_builder_core 0.20.0",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -4208,7 +4407,7 @@ checksum = "61bb5a1014ce6dfc2a378578509abe775a5aa06bff584a547555d9efdb81b926"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -4326,7 +4525,7 @@ checksum = "f2b99bf03862d7f545ebc28ddd33a665b50865f4dfd84031a393823879bd4c54"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -4397,9 +4596,9 @@ checksum = "56ce8c6da7551ec6c462cbaf3bfbc75131ebbfa1c944aeaa9dab51ca1c5f0c3b"
 
 [[package]]
 name = "duration-str"
-version = "0.10.0"
+version = "0.11.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7c1a2e028bbf7921549873b291ddc0cfe08b673d9489da81ac28898cd5a0e6e0"
+checksum = "709d653e7c92498eb29fb86a2a6f0f3502b97530f33aedb32ef848d4d28b31a3"
 dependencies = [
  "chrono",
  "rust_decimal",
@@ -4472,28 +4671,16 @@ dependencies = [
  "zeroize",
 ]
 
-[[package]]
-name = "educe"
-version = "0.4.23"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0f0042ff8246a363dbe77d2ceedb073339e85a804b9a47636c6e016a9a32c05f"
-dependencies = [
- "enum-ordinalize 3.1.13",
- "proc-macro2",
- "quote",
- "syn 1.0.109",
-]
-
 [[package]]
 name = "educe"
 version = "0.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1d7bc049e1bd8cdeb31b68bbd586a9464ecf9f3944af3958a7a9d0f8b9799417"
 dependencies = [
- "enum-ordinalize 4.3.0",
+ "enum-ordinalize",
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -4552,6 +4739,70 @@ version = "0.3.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a357d28ed41a50f9c765dbfe56cbc04a64e53e5fc58ba79fbc34c10ef3df831f"
 
+[[package]]
+name = "encoding"
+version = "0.2.33"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6b0d943856b990d12d3b55b359144ff341533e516d94098b1d3fc1ac666d36ec"
+dependencies = [
+ "encoding-index-japanese",
+ "encoding-index-korean",
+ "encoding-index-simpchinese",
+ "encoding-index-singlebyte",
+ "encoding-index-tradchinese",
+]
+
+[[package]]
+name = "encoding-index-japanese"
+version = "1.20141219.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "04e8b2ff42e9a05335dbf8b5c6f7567e5591d0d916ccef4e0b1710d32a0d0c91"
+dependencies = [
+ "encoding_index_tests",
+]
+
+[[package]]
+name = "encoding-index-korean"
+version = "1.20141219.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4dc33fb8e6bcba213fe2f14275f0963fd16f0a02c878e3095ecfdf5bee529d81"
+dependencies = [
+ "encoding_index_tests",
+]
+
+[[package]]
+name = "encoding-index-simpchinese"
+version = "1.20141219.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d87a7194909b9118fc707194baa434a4e3b0fb6a5a757c73c3adb07aa25031f7"
+dependencies = [
+ "encoding_index_tests",
+]
+
+[[package]]
+name = "encoding-index-singlebyte"
+version = "1.20141219.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3351d5acffb224af9ca265f435b859c7c01537c0849754d3db3fdf2bfe2ae84a"
+dependencies = [
+ "encoding_index_tests",
+]
+
+[[package]]
+name = "encoding-index-tradchinese"
+version = "1.20141219.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fd0e20d5688ce3cab59eb3ef3a2083a5c77bf496cb798dc6fcdb75f323890c18"
+dependencies = [
+ "encoding_index_tests",
+]
+
+[[package]]
+name = "encoding_index_tests"
+version = "0.1.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a246d82be1c9d791c5dfde9a2bd045fc3cbba3fa2b11ad558f27d01712f00569"
+
 [[package]]
 name = "encoding_rs"
 version = "0.8.33"
@@ -4561,6 +4812,18 @@ dependencies = [
  "cfg-if",
 ]
 
+[[package]]
+name = "enum-as-inner"
+version = "0.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "21cdad81446a7f7dc43f6a77409efeb9733d2fa65553efef6018ef257c959b73"
+dependencies = [
+ "heck 0.4.1",
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+]
+
 [[package]]
 name = "enum-as-inner"
 version = "0.5.1"
@@ -4582,7 +4845,7 @@ dependencies = [
  "heck 0.4.1",
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -4622,20 +4885,7 @@ checksum = "a1ab991c1362ac86c61ab6f556cff143daa22e5a15e4e189df818b2fd19fe65b"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
-]
-
-[[package]]
-name = "enum-ordinalize"
-version = "3.1.13"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e4f76552f53cefc9a7f64987c3701b99d982f7690606fd67de1d09712fbf52f1"
-dependencies = [
- "num-bigint",
- "num-traits",
- "proc-macro2",
- "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -4655,7 +4905,7 @@ checksum = "0d28318a75d4aead5c4db25382e8ef717932d0346600cacae6357eb5941bc5ff"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -4675,7 +4925,7 @@ checksum = "f95e2801cd355d4a1a3e3953ce6ee5ae9603a5c833455343a8bfe3f44d418246"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -4998,6 +5248,16 @@ dependencies = [
  "rustc_version 0.4.0",
 ]
 
+[[package]]
+name = "flatbuffers"
+version = "24.3.25"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8add37afff2d4ffa83bc748a70b4b1370984f6980768554182424ef71447c35f"
+dependencies = [
+ "bitflags 1.3.2",
+ "rustc_version 0.4.0",
+]
+
 [[package]]
 name = "flate2"
 version = "1.0.27"
@@ -5082,9 +5342,9 @@ dependencies = [
 
 [[package]]
 name = "foyer"
-version = "0.9.2"
+version = "0.9.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "df2b044c2b62671f594be20a80e303578e6cb7747a60e47e581014edea18ae17"
+checksum = "0720e9cc504174e952382345ea25fe887fbd4c1761dccdd4c5276c6d1a93dbc5"
 dependencies = [
  "ahash 0.8.11",
  "anyhow",
@@ -5097,9 +5357,9 @@ dependencies = [
 
 [[package]]
 name = "foyer-common"
-version = "0.7.2"
+version = "0.7.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9c251fd5d8832cfbdcaec8950558fd14c9fb44e27351a956297bdc3c219d1d37"
+checksum = "8a823da3228992cc6392ddac757e0ed44fa4923588b03fcbbba4bad1ebfea7b2"
 dependencies = [
  "bytes",
  "cfg-if",
@@ -5116,9 +5376,9 @@ dependencies = [
 
 [[package]]
 name = "foyer-intrusive"
-version = "0.7.1"
+version = "0.7.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c92d09d2bafb1dbb1a0b27ee556f39bdf0ad86ee0e61cc2cf26739c7c8437bd1"
+checksum = "5168b34c3e6369a4c6055f08c6b37e416910652bfdd9a84de55a602f2aa3dcea"
 dependencies = [
  "foyer-common",
  "itertools 0.13.0",
@@ -5126,9 +5386,9 @@ dependencies = [
 
 [[package]]
 name = "foyer-memory"
-version = "0.5.1"
+version = "0.5.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b8adaec26f9304026212ce6476fb69639c05eab7277982fb3fe7d83b1cf06194"
+checksum = "56055774fa6ed25d0affe30c04e6a3f18fc00713a42ef6a3dbd96e72fe31a3eb"
 dependencies = [
  "ahash 0.8.11",
  "bitflags 2.5.0",
@@ -5147,9 +5407,9 @@ dependencies = [
 
 [[package]]
 name = "foyer-storage"
-version = "0.8.3"
+version = "0.8.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "412bc36c780928f233665ba1863bbe81f48362b736ec4ab6112af5e8defa2be3"
+checksum = "74811aec3df193b9c304d031e9f4879c4aab86cb78ff6e4cadf1188d014e7069"
 dependencies = [
  "ahash 0.8.11",
  "allocator-api2",
@@ -5192,7 +5452,7 @@ checksum = "3a0b11eeb173ce52f84ebd943d42e58813a2ebb78a6a3ff0a243b71c5199cd7b"
 dependencies = [
  "proc-macro2",
  "swc_macros_common",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -5220,7 +5480,7 @@ checksum = "b0fa992f1656e1707946bbba340ad244f0814009ef8c0118eb7b658395f19a2e"
 dependencies = [
  "frunk_proc_macro_helpers",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -5232,7 +5492,7 @@ dependencies = [
  "frunk_core",
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -5244,7 +5504,7 @@ dependencies = [
  "frunk_core",
  "frunk_proc_macro_helpers",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -5359,7 +5619,7 @@ checksum = "5df2c13d48c8cb8a3ec093ede6f0f4482f327d7bb781120c5fb483ef0f17e758"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -5429,7 +5689,7 @@ checksum = "87750cf4b7a4c0625b1529e4c543c2182106e4dedc60a2a6455e00d212c489ac"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -5594,7 +5854,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "6fb8d784f27acf97159b40fc4db5ecd8aa23b9ad5ef69cdd136d3bc80665f0c0"
 dependencies = [
  "fallible-iterator 0.3.0",
- "indexmap 2.0.0",
+ "indexmap 2.2.6",
  "stable_deref_trait",
 ]
 
@@ -5666,7 +5926,7 @@ dependencies = [
  "async-trait",
  "backon",
  "base64 0.21.7",
- "bigdecimal 0.4.2",
+ "bigdecimal 0.4.5",
  "google-cloud-auth",
  "google-cloud-gax",
  "google-cloud-googleapis",
@@ -5808,7 +6068,7 @@ dependencies = [
  "futures-sink",
  "futures-util",
  "http 0.2.9",
- "indexmap 2.0.0",
+ "indexmap 2.2.6",
  "slab",
  "tokio",
  "tokio-util",
@@ -5826,8 +6086,8 @@ dependencies = [
  "futures-core",
  "futures-sink",
  "futures-util",
- "http 1.0.0",
- "indexmap 2.0.0",
+ "http 1.1.0",
+ "indexmap 2.2.6",
  "slab",
  "tokio",
  "tokio-util",
@@ -5930,6 +6190,12 @@ dependencies = [
  "unicode-segmentation",
 ]
 
+[[package]]
+name = "heck"
+version = "0.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2304e00983f87ffb38b55b444b5e3b60a884b5d30c0fca7d82fe33449bbe55ea"
+
 [[package]]
 name = "hermit-abi"
 version = "0.3.2"
@@ -6018,9 +6284,9 @@ dependencies = [
 
 [[package]]
 name = "http"
-version = "1.0.0"
+version = "1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b32afd38673a8016f7c9ae69e5af41a58f81b1d31689040f2f1959594ce194ea"
+checksum = "21b9ddb458710bc376481b842f5da65cdf31522de232c1ca8146abce2a358258"
 dependencies = [
  "bytes",
  "fnv",
@@ -6045,7 +6311,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1cac85db508abc24a2e48553ba12a996e87244a0395ce011e62b37158745d643"
 dependencies = [
  "bytes",
- "http 1.0.0",
+ "http 1.1.0",
 ]
 
 [[package]]
@@ -6056,7 +6322,7 @@ checksum = "0475f8b2ac86659c21b64320d5d653f9efe42acd2a4e560073ec61a155a34f1d"
 dependencies = [
  "bytes",
  "futures-core",
- "http 1.0.0",
+ "http 1.1.0",
  "http-body 1.0.0",
  "pin-project-lite",
 ]
@@ -6119,7 +6385,7 @@ dependencies = [
  "futures-channel",
  "futures-util",
  "h2 0.4.4",
- "http 1.0.0",
+ "http 1.1.0",
  "http-body 1.0.0",
  "httparse",
  "httpdate",
@@ -6153,7 +6419,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a0bea761b46ae2b24eb4aef630d8d1c398157b6fc29e6350ecf090a0b70c952c"
 dependencies = [
  "futures-util",
- "http 1.0.0",
+ "http 1.1.0",
  "hyper 1.1.0",
  "hyper-util",
  "rustls 0.22.4",
@@ -6213,7 +6479,7 @@ dependencies = [
  "bytes",
  "futures-channel",
  "futures-util",
- "http 1.0.0",
+ "http 1.1.0",
  "http-body 1.0.0",
  "hyper 1.1.0",
  "pin-project-lite",
@@ -6263,18 +6529,18 @@ dependencies = [
 [[package]]
 name = "icelake"
 version = "0.0.10"
-source = "git+https://github.com/icelake-io/icelake?rev=54fd72fbd1dd8c592f05eeeb79223c8a6a33c297#54fd72fbd1dd8c592f05eeeb79223c8a6a33c297"
+source = "git+https://github.com/icelake-io/icelake?rev=07d53893d7788b4e41fc11efad8a6be828405c31#07d53893d7788b4e41fc11efad8a6be828405c31"
 dependencies = [
  "anyhow",
  "apache-avro 0.17.0",
- "arrow-arith 50.0.0",
- "arrow-array 50.0.0",
- "arrow-buffer 50.0.0",
- "arrow-cast 50.0.0",
- "arrow-ord 50.0.0",
- "arrow-row 50.0.0",
- "arrow-schema 50.0.0",
- "arrow-select 50.0.0",
+ "arrow-arith 52.0.0",
+ "arrow-array 52.0.0",
+ "arrow-buffer 52.0.0",
+ "arrow-cast 52.0.0",
+ "arrow-ord 52.0.0",
+ "arrow-row 52.0.0",
+ "arrow-schema 52.0.0",
+ "arrow-select 52.0.0",
  "async-trait",
  "bitvec",
  "bytes",
@@ -6289,9 +6555,9 @@ dependencies = [
  "log",
  "murmur3",
  "once_cell",
- "opendal",
+ "opendal 0.47.1",
  "ordered-float 3.9.1",
- "parquet 50.0.0",
+ "parquet 52.0.0",
  "prometheus",
  "regex",
  "reqwest 0.11.20",
@@ -6299,7 +6565,7 @@ dependencies = [
  "serde",
  "serde_bytes",
  "serde_json",
- "serde_with",
+ "serde_with 3.8.0",
  "tokio",
  "toml 0.7.8",
  "url",
@@ -6369,9 +6635,9 @@ dependencies = [
 
 [[package]]
 name = "indexmap"
-version = "2.0.0"
+version = "2.2.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d5477fe2230a79769d8dc68e0eabf5437907c0457a5614a9e8dddb67f65eb65d"
+checksum = "168fb715dda47215e360912c096649d23d58bf392ac62f73919e831745e40f26"
 dependencies = [
  "equivalent",
  "hashbrown 0.14.3",
@@ -6410,7 +6676,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "73c0fefcb6d409a6587c07515951495d482006f89a21daa0f2f783aa4fd5e027"
 dependencies = [
  "ahash 0.8.11",
- "indexmap 2.0.0",
+ "indexmap 2.2.6",
  "is-terminal",
  "itoa",
  "log",
@@ -6429,7 +6695,7 @@ checksum = "ce243b1bfa62ffc028f1cc3b6034ec63d649f3031bc8a4fbbb004e1ac17d1f68"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -6528,7 +6794,7 @@ dependencies = [
  "Inflector",
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -6828,9 +7094,9 @@ checksum = "97b3888a4aecf77e811145cadf6eef5901f4782c53886191b2f693f24761847c"
 
 [[package]]
 name = "libflate"
-version = "2.0.0"
+version = "2.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9f7d5654ae1795afc7ff76f4365c2c8791b0feb18e8996a96adad8ffd7c3b2bf"
+checksum = "45d9dfdc14ea4ef0900c1cddbc8dcd553fbaacd8a4a282cf4018ae9dd04fb21e"
 dependencies = [
  "adler32",
  "core2",
@@ -6841,12 +7107,12 @@ dependencies = [
 
 [[package]]
 name = "libflate_lz77"
-version = "2.0.0"
+version = "2.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "be5f52fb8c451576ec6b79d3f4deb327398bc05bbdbd99021a6e77a4c855d524"
+checksum = "e6e0d73b369f386f1c44abd9c570d5318f55ccde816ff4b562fa452e5182863d"
 dependencies = [
  "core2",
- "hashbrown 0.13.2",
+ "hashbrown 0.14.3",
  "rle-decode-fast",
 ]
 
@@ -6888,17 +7154,6 @@ dependencies = [
  "vcpkg",
 ]
 
-[[package]]
-name = "libtest-mimic"
-version = "0.6.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6d8de370f98a6cb8a4606618e53e802f93b094ddec0f96988eaec2c27e6e9ce7"
-dependencies = [
- "clap",
- "termcolor",
- "threadpool",
-]
-
 [[package]]
 name = "libtest-mimic"
 version = "0.7.0"
@@ -6955,7 +7210,7 @@ checksum = "04e542a18c94a9b6fcc7adb090fa3ba6b79ee220a16404f325672729f32a66ff"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -6978,7 +7233,7 @@ checksum = "c4cd1a83af159aa67994778be9070f0ae1bd732942279cabb14f86f986a21456"
 
 [[package]]
 name = "local_stats_alloc"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "workspace-hack",
 ]
@@ -6995,9 +7250,9 @@ dependencies = [
 
 [[package]]
 name = "log"
-version = "0.4.20"
+version = "0.4.21"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b5e6163cb8c49088c2c36f57875e58ccd8c87c7427f7fbd50ea6710b2f3f2e8f"
+checksum = "90ed8c1e510134f979dbc4f070f87d4313098b704861a105fe34231c70a3901c"
 dependencies = [
  "value-bag",
 ]
@@ -7030,9 +7285,9 @@ dependencies = [
 
 [[package]]
 name = "lz4"
-version = "1.24.0"
+version = "1.25.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7e9e2dd86df36ce760a60f6ff6ad526f7ba1f14ba0356f8254fb6905e6494df1"
+checksum = "d6eab492fe7f8651add23237ea56dbf11b3c4ff762ab83d40a47f11433421f91"
 dependencies = [
  "libc",
  "lz4-sys",
@@ -7040,9 +7295,9 @@ dependencies = [
 
 [[package]]
 name = "lz4-sys"
-version = "1.9.4"
+version = "1.9.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "57d27b317e207b10f69f5e75494119e391a96f48861ae870d1da6edac98ca900"
+checksum = "e9764018d143cc854c9f17f0b907de70f14393b1f502da6375dce70f00514eb3"
 dependencies = [
  "cc",
  "libc",
@@ -7120,7 +7375,7 @@ dependencies = [
  "aws-smithy-types",
  "aws-types",
  "bytes",
- "http 1.0.0",
+ "http 1.1.0",
  "madsim",
  "spin 0.9.8",
  "tracing",
@@ -7137,7 +7392,7 @@ dependencies = [
  "http 0.2.9",
  "madsim",
  "serde",
- "serde_with",
+ "serde_with 3.8.0",
  "spin 0.9.8",
  "thiserror",
  "tokio",
@@ -7219,7 +7474,7 @@ dependencies = [
  "proc-macro2",
  "prost-build 0.12.1",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
  "tonic-build",
 ]
 
@@ -7467,6 +7722,53 @@ dependencies = [
  "uuid",
 ]
 
+[[package]]
+name = "mongodb"
+version = "2.8.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ef206acb1b72389b49bc9985efe7eb1f8a9bb18e5680d262fac26c07f44025f1"
+dependencies = [
+ "async-trait",
+ "base64 0.13.1",
+ "bitflags 1.3.2",
+ "bson",
+ "chrono",
+ "derivative",
+ "derive_more",
+ "futures-core",
+ "futures-executor",
+ "futures-io",
+ "futures-util",
+ "hex",
+ "hmac",
+ "lazy_static",
+ "md-5",
+ "pbkdf2 0.11.0",
+ "percent-encoding",
+ "rand",
+ "rustc_version_runtime",
+ "rustls 0.21.11",
+ "rustls-pemfile 1.0.4",
+ "serde",
+ "serde_bytes",
+ "serde_with 1.14.0",
+ "sha-1",
+ "sha2",
+ "socket2 0.4.9",
+ "stringprep",
+ "strsim 0.10.0",
+ "take_mut",
+ "thiserror",
+ "tokio",
+ "tokio-rustls 0.24.1",
+ "tokio-util",
+ "trust-dns-proto 0.21.2",
+ "trust-dns-resolver 0.21.2",
+ "typed-builder 0.10.0",
+ "uuid",
+ "webpki-roots 0.25.2",
+]
+
 [[package]]
 name = "more-asserts"
 version = "0.3.1"
@@ -7500,14 +7802,14 @@ version = "0.31.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c60492b5eb751e55b42d716b6b26dceb66767996cd7a5560a842fbf613ca2e92"
 dependencies = [
- "darling 0.20.8",
+ "darling 0.20.9",
  "heck 0.4.1",
  "num-bigint",
  "proc-macro-crate 3.1.0",
  "proc-macro-error 1.0.4",
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
  "termcolor",
  "thiserror",
 ]
@@ -7553,7 +7855,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8a60cb978c0a1d654edcc1460f8d6092dacf21346ed6017d81fb76a23ef5a8de"
 dependencies = [
  "base64 0.21.7",
- "bigdecimal 0.4.2",
+ "bigdecimal 0.4.5",
  "bindgen",
  "bitflags 2.5.0",
  "bitvec",
@@ -7756,11 +8058,10 @@ dependencies = [
 
 [[package]]
 name = "num-bigint"
-version = "0.4.4"
+version = "0.4.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "608e7659b5c3d7cba262d894801b9ec9d00de989e8a82bd4bef91d08da45cdc0"
+checksum = "c165a9ab64cf766f73521c0dd2cfdff64f488b8f0b3e621face3462d3db536d7"
 dependencies = [
- "autocfg",
  "num-integer",
  "num-traits",
  "rand",
@@ -7805,11 +8106,10 @@ dependencies = [
 
 [[package]]
 name = "num-integer"
-version = "0.1.45"
+version = "0.1.46"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "225d3389fb3509a24c93f5c29eb6bde2586b98d9f016636dff58d7c6f7569cd9"
+checksum = "7969661fd2958a5cb096e56c8e1ad0444ac2bbcd0061bd28660485a44879858f"
 dependencies = [
- "autocfg",
  "num-traits",
 ]
 
@@ -7838,9 +8138,9 @@ dependencies = [
 
 [[package]]
 name = "num-traits"
-version = "0.2.16"
+version = "0.2.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f30b0abd723be7e2ffca1272140fac1a2f084c77ec3e123c192b66af1ee9e6c2"
+checksum = "071dfc062690e90b734c0b2273ce72ad0ffa95f0c74596bc250dcfd960262841"
 dependencies = [
  "autocfg",
  "libm",
@@ -7929,7 +8229,7 @@ checksum = "d8dd6c0cdf9429bce006e1362bfce61fa1bfd8c898a643ed8d2b471934701d3d"
 dependencies = [
  "crc32fast",
  "hashbrown 0.14.3",
- "indexmap 2.0.0",
+ "indexmap 2.2.6",
  "memchr",
 ]
 
@@ -8001,9 +8301,8 @@ dependencies = [
  "md-5",
  "once_cell",
  "percent-encoding",
- "prometheus",
  "quick-xml 0.31.0",
- "reqsign",
+ "reqsign 0.14.9",
  "reqwest 0.11.20",
  "serde",
  "serde_json",
@@ -8012,6 +8311,38 @@ dependencies = [
  "uuid",
 ]
 
+[[package]]
+name = "opendal"
+version = "0.47.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "876c6655dd5b410c83e0c9edf38be60fed540a1cc1c2f3a2ac31830eb8a8ff45"
+dependencies = [
+ "anyhow",
+ "async-trait",
+ "backon",
+ "base64 0.22.0",
+ "bytes",
+ "chrono",
+ "crc32c",
+ "flagset",
+ "futures",
+ "getrandom",
+ "http 1.1.0",
+ "log",
+ "md-5",
+ "once_cell",
+ "percent-encoding",
+ "prometheus",
+ "quick-xml 0.31.0",
+ "reqsign 0.15.2",
+ "reqwest 0.12.4",
+ "serde",
+ "serde_json",
+ "sha2",
+ "tokio",
+ "uuid",
+]
+
 [[package]]
 name = "openidconnect"
 version = "3.4.0"
@@ -8037,7 +8368,7 @@ dependencies = [
  "serde_json",
  "serde_path_to_error",
  "serde_plain",
- "serde_with",
+ "serde_with 3.8.0",
  "sha2",
  "subtle",
  "thiserror",
@@ -8067,7 +8398,7 @@ checksum = "a948666b637a0f465e8564c73e89d4dde00d72d4d473cc972f390fc3dcee7d9c"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -8096,7 +8427,7 @@ checksum = "1e32339a5dc40459130b3bd269e9892439f55b33e772d2a9d402a789baaf4e8a"
 dependencies = [
  "futures-core",
  "futures-sink",
- "indexmap 2.0.0",
+ "indexmap 2.2.6",
  "js-sys",
  "once_cell",
  "pin-project-lite",
@@ -8254,7 +8585,7 @@ dependencies = [
  "proc-macro-error 1.0.4",
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -8277,9 +8608,9 @@ checksum = "b15813163c1d831bf4a13c3610c05c0d03b39feb07f7e09fa234dac9b15aaf39"
 
 [[package]]
 name = "owo-colors"
-version = "3.5.0"
+version = "4.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c1b04fb49957986fdce4d6ee7a65027d55d4b6d2265e5848bbb507b58ccfdb6f"
+checksum = "caff54706df99d2a78a5a4e3455ff45448d81ef1bb63c22cd14052ca0e993a3f"
 
 [[package]]
 name = "p256"
@@ -8408,7 +8739,7 @@ dependencies = [
  "arrow-schema 48.0.1",
  "arrow-select 48.0.1",
  "base64 0.21.7",
- "brotli",
+ "brotli 3.5.0",
  "bytes",
  "chrono",
  "flate2",
@@ -8429,20 +8760,20 @@ dependencies = [
 
 [[package]]
 name = "parquet"
-version = "50.0.0"
+version = "52.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "547b92ebf0c1177e3892f44c8f79757ee62e678d564a9834189725f2c5b7a750"
+checksum = "29c3b5322cc1bbf67f11c079c42be41a55949099b78732f7dba9e15edde40eab"
 dependencies = [
  "ahash 0.8.11",
- "arrow-array 50.0.0",
- "arrow-buffer 50.0.0",
- "arrow-cast 50.0.0",
- "arrow-data 50.0.0",
- "arrow-ipc 50.0.0",
- "arrow-schema 50.0.0",
- "arrow-select 50.0.0",
- "base64 0.21.7",
- "brotli",
+ "arrow-array 52.0.0",
+ "arrow-buffer 52.0.0",
+ "arrow-cast 52.0.0",
+ "arrow-data 52.0.0",
+ "arrow-ipc 52.0.0",
+ "arrow-schema 52.0.0",
+ "arrow-select 52.0.0",
+ "base64 0.22.0",
+ "brotli 6.0.0",
  "bytes",
  "chrono",
  "flate2",
@@ -8459,6 +8790,7 @@ dependencies = [
  "tokio",
  "twox-hash",
  "zstd 0.13.0",
+ "zstd-sys",
 ]
 
 [[package]]
@@ -8483,7 +8815,7 @@ dependencies = [
  "regex",
  "regex-syntax 0.8.2",
  "structmeta",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -8547,6 +8879,15 @@ dependencies = [
  "prost-types 0.11.9",
 ]
 
+[[package]]
+name = "pbkdf2"
+version = "0.11.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "83a0692ec44e4cf1ef28ca317f14f8f07da2d95ec3fa01f86e4467b725e60917"
+dependencies = [
+ "digest",
+]
+
 [[package]]
 name = "pbkdf2"
 version = "0.12.2"
@@ -8589,7 +8930,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e1d3afd2628e69da2be385eb6f2fd57c8ac7977ceeff6dc166ff1657b0e386a9"
 dependencies = [
  "fixedbitset 0.4.2",
- "indexmap 2.0.0",
+ "indexmap 2.2.6",
 ]
 
 [[package]]
@@ -8597,7 +8938,7 @@ name = "pg_bigdecimal"
 version = "0.1.5"
 source = "git+https://github.com/risingwavelabs/rust-pg_bigdecimal?rev=0b7893d88894ca082b4525f94f812da034486f7c#0b7893d88894ca082b4525f94f812da034486f7c"
 dependencies = [
- "bigdecimal 0.4.2",
+ "bigdecimal 0.4.5",
  "byteorder",
  "bytes",
  "num-bigint",
@@ -8618,7 +8959,7 @@ dependencies = [
 
 [[package]]
 name = "pgwire"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "auto_enums",
@@ -8685,7 +9026,7 @@ dependencies = [
  "phf_shared",
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -8715,7 +9056,7 @@ checksum = "4359fd9c9171ec6e8c62926d6faaf553a8dc3f64e1507e76da7911b4f6a04405"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -8750,7 +9091,7 @@ dependencies = [
  "aes",
  "cbc",
  "der 0.7.8",
- "pbkdf2",
+ "pbkdf2 0.12.2",
  "scrypt",
  "sha2",
  "spki 0.7.2",
@@ -8826,7 +9167,7 @@ checksum = "52a40bc70c2c58040d2d8b167ba9a5ff59fc9dab7ad44771cfde3dcfde7a09c6"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -8872,7 +9213,7 @@ dependencies = [
  "heck 0.4.1",
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -8991,6 +9332,12 @@ version = "1.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "04bfa62906ce8d9badf8d1764501640ae7f0bcea3437a209315830e0f73564d1"
 
+[[package]]
+name = "pretty-hex"
+version = "0.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c6fa0831dd7cc608c38a5e323422a0077678fa5744aa2be4ad91c4ece8eec8d5"
+
 [[package]]
 name = "pretty-xmlish"
 version = "0.1.13"
@@ -9024,7 +9371,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ae005bd773ab59b4725093fd7df83fd7892f7d8eafb48dbd7de6e024e4215f9d"
 dependencies = [
  "proc-macro2",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -9119,7 +9466,7 @@ checksum = "07c277e4e643ef00c1233393c673f655e3672cf7eb3ba08a00bdd0ea59139b5f"
 dependencies = [
  "proc-macro-rules-macros",
  "proc-macro2",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -9131,14 +9478,14 @@ dependencies = [
  "once_cell",
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
 name = "proc-macro2"
-version = "1.0.79"
+version = "1.0.86"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e835ff2298f5721608eb1a980ecaee1aef2c132bf95ecc026a11b7bf3c01c02e"
+checksum = "5e719e8df665df0d1c8fbfd238015744736151d4445ec0836b8e628aae103b77"
 dependencies = [
  "unicode-ident",
 ]
@@ -9269,7 +9616,7 @@ dependencies = [
  "prost 0.12.1",
  "prost-types 0.12.1",
  "regex",
- "syn 2.0.57",
+ "syn 2.0.68",
  "tempfile",
  "which 4.4.2",
 ]
@@ -9297,7 +9644,7 @@ dependencies = [
  "itertools 0.11.0",
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -9306,7 +9653,7 @@ version = "0.1.0"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -9455,7 +9802,7 @@ dependencies = [
  "indoc",
  "libc",
  "memoffset",
- "parking_lot 0.11.2",
+ "parking_lot 0.12.1",
  "portable-atomic",
  "pyo3-build-config",
  "pyo3-ffi",
@@ -9492,7 +9839,7 @@ dependencies = [
  "proc-macro2",
  "pyo3-macros-backend",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -9505,7 +9852,7 @@ dependencies = [
  "proc-macro2",
  "pyo3-build-config",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -9566,9 +9913,9 @@ dependencies = [
 
 [[package]]
 name = "quote"
-version = "1.0.35"
+version = "1.0.36"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "291ec9ab5efd934aaf503a6466c5d5251535d108ee747472c3977cc5acc868ef"
+checksum = "0fa76aaf39101c457836aec0ce2316dbdc3ab723cdda1c6bd4e6ad4208acaca7"
 dependencies = [
  "proc-macro2",
 ]
@@ -9752,7 +10099,7 @@ checksum = "7f7473c2cfcf90008193dd0e3e16599455cb601a9fce322b5bb55de799664925"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -9802,9 +10149,9 @@ dependencies = [
 
 [[package]]
 name = "regex-lite"
-version = "0.1.5"
+version = "0.1.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "30b661b2f27137bdbc16f00eda72866a92bb28af1753ffbd56744fb6e2e9cd8e"
+checksum = "53a49587ad06b26609c52e423de037e7f57f20d53535d66e08c695f347df952a"
 
 [[package]]
 name = "regex-syntax"
@@ -9830,11 +10177,12 @@ dependencies = [
 [[package]]
 name = "reqsign"
 version = "0.14.9"
-source = "git+https://github.com/wcy-fdu/reqsign.git?rev=c7dd668#c7dd668764ada1e7477177cfa913fec24252dd34"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "43e319d9de9ff4d941abf4ac718897118b0fe04577ea3f8e0f5788971784eef5"
 dependencies = [
  "anyhow",
  "async-trait",
- "base64 0.22.0",
+ "base64 0.21.7",
  "chrono",
  "form_urlencoded",
  "getrandom",
@@ -9850,7 +10198,38 @@ dependencies = [
  "rand",
  "reqwest 0.11.20",
  "rsa",
- "rust-ini",
+ "rust-ini 0.20.0",
+ "serde",
+ "serde_json",
+ "sha1",
+ "sha2",
+]
+
+[[package]]
+name = "reqsign"
+version = "0.15.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "70fe66d4cd0b5ed9b1abbfe639bf6baeaaf509f7da2d51b31111ba945be59286"
+dependencies = [
+ "anyhow",
+ "async-trait",
+ "base64 0.22.0",
+ "chrono",
+ "form_urlencoded",
+ "getrandom",
+ "hex",
+ "hmac",
+ "home",
+ "http 1.1.0",
+ "jsonwebtoken",
+ "log",
+ "once_cell",
+ "percent-encoding",
+ "quick-xml 0.31.0",
+ "rand",
+ "reqwest 0.12.4",
+ "rsa",
+ "rust-ini 0.21.0",
  "serde",
  "serde_json",
  "sha1",
@@ -9916,7 +10295,7 @@ dependencies = [
  "futures-core",
  "futures-util",
  "h2 0.4.4",
- "http 1.0.0",
+ "http 1.1.0",
  "http-body 1.0.0",
  "http-body-util",
  "hyper 1.1.0",
@@ -9963,7 +10342,7 @@ checksum = "a45d100244a467870f6cb763c4484d010a6bed6bd610b3676e3825d93fb4cfbd"
 dependencies = [
  "anyhow",
  "async-trait",
- "http 1.0.0",
+ "http 1.1.0",
  "reqwest 0.12.4",
  "serde",
  "thiserror",
@@ -10047,7 +10426,7 @@ dependencies = [
 
 [[package]]
 name = "risedev"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "chrono",
@@ -10065,7 +10444,7 @@ dependencies = [
  "reqwest 0.12.4",
  "serde",
  "serde_json",
- "serde_with",
+ "serde_with 3.8.0",
  "serde_yaml",
  "tempfile",
  "thiserror-ext",
@@ -10077,7 +10456,7 @@ dependencies = [
 
 [[package]]
 name = "risedev-config"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "clap",
@@ -10090,19 +10469,19 @@ dependencies = [
 
 [[package]]
 name = "risingwave-fields-derive"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "expect-test",
  "indoc",
  "prettyplease 0.2.15",
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
 name = "risingwave_backup"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "async-trait",
@@ -10124,10 +10503,11 @@ dependencies = [
 
 [[package]]
 name = "risingwave_batch"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "arrow-array 50.0.0",
+ "arrow-array 52.0.0",
  "arrow-schema 50.0.0",
  "assert_matches",
  "async-recursion",
@@ -10146,7 +10526,7 @@ dependencies = [
  "madsim-tokio",
  "madsim-tonic",
  "memcomparable",
- "opendal",
+ "opendal 0.45.1",
  "parking_lot 0.12.1",
  "paste",
  "prometheus",
@@ -10180,7 +10560,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_bench"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "async-trait",
@@ -10221,7 +10601,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_cmd"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "clap",
  "madsim-tokio",
@@ -10241,7 +10621,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_cmd_all"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "clap",
@@ -10261,8 +10641,8 @@ dependencies = [
  "risingwave_meta_node",
  "risingwave_rt",
  "shell-words",
- "strum 0.26.1",
- "strum_macros 0.26.1",
+ "strum 0.26.3",
+ "strum_macros 0.26.4",
  "tempfile",
  "thiserror-ext",
  "tikv-jemallocator",
@@ -10274,19 +10654,23 @@ dependencies = [
 
 [[package]]
 name = "risingwave_common"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "ahash 0.8.11",
  "anyhow",
  "arc-swap",
  "arrow-array 48.0.1",
  "arrow-array 50.0.0",
+ "arrow-array 52.0.0",
  "arrow-buffer 48.0.1",
  "arrow-buffer 50.0.0",
+ "arrow-buffer 52.0.0",
  "arrow-cast 48.0.1",
  "arrow-cast 50.0.0",
+ "arrow-cast 52.0.0",
  "arrow-schema 48.0.1",
  "arrow-schema 50.0.0",
+ "arrow-schema 52.0.0",
  "async-trait",
  "auto_enums",
  "auto_impl",
@@ -10302,7 +10686,7 @@ dependencies = [
  "criterion",
  "darwin-libproc",
  "easy-ext",
- "educe 0.6.0",
+ "educe",
  "either",
  "enum-as-inner 0.6.0",
  "enumflags2",
@@ -10359,13 +10743,13 @@ dependencies = [
  "serde_bytes",
  "serde_default",
  "serde_json",
- "serde_with",
+ "serde_with 3.8.0",
  "smallbitset",
  "speedate",
  "stacker",
  "static_assertions",
- "strum 0.26.1",
- "strum_macros 0.26.1",
+ "strum 0.26.3",
+ "strum_macros 0.26.4",
  "sysinfo",
  "tempfile",
  "thiserror",
@@ -10387,10 +10771,10 @@ dependencies = [
 
 [[package]]
 name = "risingwave_common_estimate_size"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "bytes",
- "educe 0.6.0",
+ "educe",
  "ethnum",
  "fixedbitset 0.5.0",
  "jsonbb",
@@ -10402,7 +10786,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_common_heap_profiling"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "chrono",
@@ -10417,7 +10801,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_common_metrics"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "bytes",
  "clap",
@@ -10449,7 +10833,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_common_proc_macro"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "bae",
  "itertools 0.12.1",
@@ -10461,7 +10845,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_common_service"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "async-trait",
  "axum 0.7.4",
@@ -10483,7 +10867,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_compaction_test"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "async-trait",
@@ -10511,7 +10895,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_compactor"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "async-trait",
  "await-tree",
@@ -10534,7 +10918,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_compute"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "async-trait",
@@ -10579,13 +10963,15 @@ dependencies = [
 
 [[package]]
 name = "risingwave_connector"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "apache-avro 0.16.0",
  "arrow-array 50.0.0",
+ "arrow-array 52.0.0",
  "arrow-row 50.0.0",
  "arrow-schema 50.0.0",
+ "arrow-schema 52.0.0",
  "arrow-select 50.0.0",
  "assert_matches",
  "async-nats",
@@ -10627,22 +11013,22 @@ dependencies = [
  "google-cloud-pubsub",
  "http 0.2.9",
  "icelake",
- "indexmap 1.9.3",
+ "indexmap 2.2.6",
  "itertools 0.12.1",
  "jni",
  "jsonbb",
- "jsonschema-transpiler",
  "jsonwebtoken",
  "madsim-rdkafka",
  "madsim-tokio",
  "madsim-tonic",
  "maplit",
  "moka",
+ "mongodb",
  "mysql_async",
  "mysql_common",
  "nexmark",
  "num-bigint",
- "opendal",
+ "opendal 0.47.1",
  "openssl",
  "parking_lot 0.12.1",
  "paste",
@@ -10675,18 +11061,21 @@ dependencies = [
  "rustls-pemfile 2.1.1",
  "rustls-pki-types",
  "rw_futures_util",
+ "sea-schema",
  "serde",
  "serde_derive",
  "serde_json",
- "serde_with",
+ "serde_with 3.8.0",
  "serde_yaml",
  "simd-json",
- "strum 0.26.1",
- "strum_macros 0.26.1",
+ "sqlx",
+ "strum 0.26.3",
+ "strum_macros 0.26.4",
  "syn 1.0.109",
  "tempfile",
  "thiserror",
  "thiserror-ext",
+ "tiberius",
  "time",
  "tokio-postgres",
  "tokio-retry",
@@ -10706,17 +11095,20 @@ dependencies = [
 
 [[package]]
 name = "risingwave_connector_codec"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "apache-avro 0.16.0",
  "chrono",
+ "easy-ext",
  "itertools 0.12.1",
  "jsonbb",
+ "jsonschema-transpiler",
  "num-bigint",
  "risingwave_common",
  "risingwave_pb",
  "rust_decimal",
+ "serde_json",
  "thiserror",
  "thiserror-ext",
  "time",
@@ -10726,7 +11118,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_ctl"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "bytes",
@@ -10768,7 +11160,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_dml"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "assert_matches",
  "criterion",
@@ -10792,7 +11184,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_e2e_extended_mode_test"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "chrono",
@@ -10807,7 +11199,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_error"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "bincode 1.3.3",
@@ -10823,7 +11215,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_expr"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "arrow-array 50.0.0",
@@ -10836,7 +11228,7 @@ dependencies = [
  "const-currying",
  "downcast-rs",
  "easy-ext",
- "educe 0.6.0",
+ "educe",
  "either",
  "enum-as-inner 0.6.0",
  "expect-test",
@@ -10864,13 +11256,14 @@ dependencies = [
 
 [[package]]
 name = "risingwave_expr_impl"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "aho-corasick",
  "anyhow",
  "arrow-array 50.0.0",
  "arrow-flight",
  "arrow-schema 50.0.0",
+ "arrow-schema 52.0.0",
  "arrow-udf-flight",
  "arrow-udf-js",
  "arrow-udf-js-deno",
@@ -10881,7 +11274,7 @@ dependencies = [
  "chrono",
  "chrono-tz 0.9.0",
  "criterion",
- "educe 0.6.0",
+ "educe",
  "expect-test",
  "fancy-regex",
  "futures-async-stream",
@@ -10926,16 +11319,17 @@ dependencies = [
  "itertools 0.12.1",
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
 name = "risingwave_frontend"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "arc-swap",
  "arrow-schema 50.0.0",
+ "arrow-schema 52.0.0",
  "assert_matches",
  "async-recursion",
  "async-trait",
@@ -10948,7 +11342,7 @@ dependencies = [
  "downcast-rs",
  "dyn-clone",
  "easy-ext",
- "educe 0.6.0",
+ "educe",
  "either",
  "enum-as-inner 0.6.0",
  "expect-test",
@@ -11013,16 +11407,16 @@ dependencies = [
 
 [[package]]
 name = "risingwave_frontend_macro"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
 name = "risingwave_hummock_sdk"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "bytes",
  "easy-ext",
@@ -11041,7 +11435,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_hummock_test"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "async-trait",
  "bytes",
@@ -11074,7 +11468,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_hummock_trace"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "async-trait",
  "bincode 2.0.0-rc.3",
@@ -11099,14 +11493,25 @@ dependencies = [
 name = "risingwave_java_binding"
 version = "0.1.0"
 dependencies = [
+ "anyhow",
+ "bytes",
+ "cfg-or-panic",
+ "foyer",
+ "futures",
  "jni",
+ "madsim-tokio",
  "prost 0.12.1",
  "risingwave_common",
  "risingwave_expr",
+ "risingwave_hummock_sdk",
  "risingwave_jni_core",
+ "risingwave_object_store",
  "risingwave_pb",
+ "risingwave_storage",
+ "rw_futures_util",
  "serde",
  "serde_json",
+ "tracing",
 ]
 
 [[package]]
@@ -11129,9 +11534,7 @@ dependencies = [
  "risingwave_common",
  "risingwave_expr",
  "risingwave_hummock_sdk",
- "risingwave_object_store",
  "risingwave_pb",
- "risingwave_storage",
  "rw_futures_util",
  "serde",
  "serde_json",
@@ -11142,7 +11545,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_mem_table_spill_test"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "async-trait",
  "bytes",
@@ -11158,7 +11561,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_meta"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "aes-siv",
  "anyhow",
@@ -11179,6 +11582,7 @@ dependencies = [
  "enum-as-inner 0.6.0",
  "expect-test",
  "fail",
+ "flate2",
  "function_name",
  "futures",
  "hex",
@@ -11217,7 +11621,7 @@ dependencies = [
  "sea-orm",
  "serde",
  "serde_json",
- "strum 0.26.1",
+ "strum 0.26.3",
  "sync-point",
  "thiserror",
  "thiserror-ext",
@@ -11233,7 +11637,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_meta_dashboard"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "axum 0.7.4",
@@ -11254,7 +11658,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_meta_model_migration"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "async-std",
  "sea-orm-migration",
@@ -11263,7 +11667,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_meta_model_v2"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "prost 0.12.1",
  "risingwave_common",
@@ -11276,7 +11680,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_meta_node"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "clap",
@@ -11308,7 +11712,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_meta_service"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "async-trait",
@@ -11336,7 +11740,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_object_store"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "async-trait",
  "await-tree",
@@ -11358,9 +11762,9 @@ dependencies = [
  "madsim",
  "madsim-aws-sdk-s3",
  "madsim-tokio",
- "opendal",
+ "opendal 0.47.1",
  "prometheus",
- "reqwest 0.11.20",
+ "reqwest 0.12.4",
  "risingwave_common",
  "rustls 0.23.5",
  "spin 0.9.8",
@@ -11372,7 +11776,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_pb"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "enum-as-inner 0.6.0",
  "fs-err",
@@ -11384,7 +11788,7 @@ dependencies = [
  "prost-helpers",
  "risingwave_error",
  "serde",
- "strum 0.26.1",
+ "strum 0.26.3",
  "thiserror",
  "walkdir",
  "workspace-hack",
@@ -11392,19 +11796,19 @@ dependencies = [
 
 [[package]]
 name = "risingwave_planner_test"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "expect-test",
  "itertools 0.12.1",
- "libtest-mimic 0.7.0",
+ "libtest-mimic",
  "madsim-tokio",
  "paste",
  "risingwave_expr_impl",
  "risingwave_frontend",
  "risingwave_sqlparser",
  "serde",
- "serde_with",
+ "serde_with 3.8.0",
  "serde_yaml",
  "tempfile",
  "thiserror-ext",
@@ -11414,7 +11818,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_regress_test"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "clap",
@@ -11428,7 +11832,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_rpc_client"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "async-trait",
@@ -11462,7 +11866,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_rt"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "await-tree",
  "console",
@@ -11543,16 +11947,16 @@ dependencies = [
 
 [[package]]
 name = "risingwave_sqlparser"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "console",
  "itertools 0.12.1",
- "libtest-mimic 0.7.0",
+ "libtest-mimic",
  "madsim-tokio",
  "matches",
  "serde",
- "serde_with",
+ "serde_with 3.8.0",
  "serde_yaml",
  "thiserror",
  "tracing",
@@ -11564,14 +11968,14 @@ dependencies = [
 
 [[package]]
 name = "risingwave_sqlsmith"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "chrono",
  "clap",
  "expect-test",
  "itertools 0.12.1",
- "libtest-mimic 0.7.0",
+ "libtest-mimic",
  "madsim-tokio",
  "rand",
  "rand_chacha",
@@ -11592,7 +11996,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_state_cleaning_test"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "clap",
@@ -11602,7 +12006,7 @@ dependencies = [
  "regex",
  "risingwave_rt",
  "serde",
- "serde_with",
+ "serde_with 3.8.0",
  "tokio-postgres",
  "tokio-stream",
  "toml 0.8.12",
@@ -11612,7 +12016,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_storage"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "ahash 0.8.11",
  "anyhow",
@@ -11684,7 +12088,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_stream"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "assert_matches",
@@ -11697,7 +12101,7 @@ dependencies = [
  "cfg-if",
  "criterion",
  "delta_btree_map",
- "educe 0.6.0",
+ "educe",
  "either",
  "enum-as-inner 0.6.0",
  "expect-test",
@@ -11738,8 +12142,8 @@ dependencies = [
  "serde_yaml",
  "smallvec",
  "static_assertions",
- "strum 0.26.1",
- "strum_macros 0.26.1",
+ "strum 0.26.3",
+ "strum_macros 0.26.4",
  "thiserror",
  "thiserror-ext",
  "tokio-metrics",
@@ -11752,7 +12156,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_test_runner"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "fail",
  "sync-point",
@@ -11761,7 +12165,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_variables"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "chrono",
  "workspace-hack",
@@ -11909,7 +12313,7 @@ dependencies = [
  "quote",
  "rust-embed-utils",
  "shellexpand 3.1.0",
- "syn 2.0.57",
+ "syn 2.0.68",
  "walkdir",
 ]
 
@@ -11934,6 +12338,17 @@ dependencies = [
  "ordered-multimap",
 ]
 
+[[package]]
+name = "rust-ini"
+version = "0.21.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0d625ed57d8f49af6cfa514c42e1a71fadcff60eb0b1c517ff82fe41aa025b41"
+dependencies = [
+ "cfg-if",
+ "ordered-multimap",
+ "trim-in-place",
+]
+
 [[package]]
 name = "rust_decimal"
 version = "1.35.0"
@@ -11981,6 +12396,16 @@ dependencies = [
  "semver 1.0.18",
 ]
 
+[[package]]
+name = "rustc_version_runtime"
+version = "0.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d31b7153270ebf48bf91c65ae5b0c00e749c4cfad505f66530ac74950249582f"
+dependencies = [
+ "rustc_version 0.2.3",
+ "semver 0.9.0",
+]
+
 [[package]]
 name = "rustix"
 version = "0.36.16"
@@ -12024,6 +12449,18 @@ dependencies = [
  "windows-sys 0.52.0",
 ]
 
+[[package]]
+name = "rustls"
+version = "0.20.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1b80e3dec595989ea8510028f30c408a4630db12c9cbb8de34203b89d6577e99"
+dependencies = [
+ "log",
+ "ring 0.16.20",
+ "sct",
+ "webpki",
+]
+
 [[package]]
 name = "rustls"
 version = "0.21.11"
@@ -12221,9 +12658,9 @@ dependencies = [
 
 [[package]]
 name = "ryu"
-version = "1.0.15"
+version = "1.0.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1ad4cc8da4ef723ed60bced201181d83791ad433213d8c24efffda1eec85d741"
+checksum = "f3cb5ba0dc43242ce17de99c180e96db90b235b8a9fdc9543c96d2209116bd9f"
 
 [[package]]
 name = "ryu-js"
@@ -12321,7 +12758,7 @@ version = "0.11.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0516a385866c09368f0b5bcd1caff3366aace790fcd46e2bb032697bb172fd1f"
 dependencies = [
- "pbkdf2",
+ "pbkdf2 0.12.2",
  "salsa20",
  "sha2",
 ]
@@ -12352,7 +12789,7 @@ dependencies = [
  "proc-macro-error 1.0.4",
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -12410,7 +12847,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "sea-bae",
- "syn 2.0.57",
+ "syn 2.0.68",
  "unicode-ident",
 ]
 
@@ -12486,7 +12923,9 @@ checksum = "30d148608012d25222442d1ebbfafd1228dbc5221baf4ec35596494e27a2394e"
 dependencies = [
  "futures",
  "sea-query",
+ "sea-query-binder",
  "sea-schema-derive",
+ "sqlx",
 ]
 
 [[package]]
@@ -12528,7 +12967,7 @@ dependencies = [
  "heck 0.4.1",
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -12620,9 +13059,9 @@ checksum = "a3f0bf26fd526d2a95683cd0f87bf103b8539e2ca1ef48ce002d67aad59aa0b4"
 
 [[package]]
 name = "serde"
-version = "1.0.196"
+version = "1.0.203"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "870026e60fa08c69f064aa766c10f10b1d62db9ccd4d0abb206472bee0ce3b32"
+checksum = "7253ab4de971e72fb7be983802300c30b5a7f0c2e56fab8abfc6a214307c0094"
 dependencies = [
  "serde_derive",
 ]
@@ -12669,13 +13108,13 @@ dependencies = [
 
 [[package]]
 name = "serde_derive"
-version = "1.0.196"
+version = "1.0.203"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "33c85360c95e7d137454dc81d9a4ed2b8efd8fbe19cee57357b32b9771fccb67"
+checksum = "500cbc0ebeb6f46627f50f3f5811ccf6bf00643be300b4c3eabc0ef55dc5b5ba"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -12691,9 +13130,9 @@ dependencies = [
 
 [[package]]
 name = "serde_json"
-version = "1.0.113"
+version = "1.0.118"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "69801b70b1c3dac963ecb03a364ba0ceda9cf60c71cfe475e99864759c8b8a79"
+checksum = "d947f6b3163d8857ea16c4fa0dd4840d52f3041039a85decd46867eb1abef2e4"
 dependencies = [
  "itoa",
  "ryu",
@@ -12736,7 +13175,7 @@ checksum = "8725e1dfadb3a50f7e5ce0b1a540466f6ed3fe7a0fca2ac2b8b831d31316bd00"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -12773,6 +13212,16 @@ dependencies = [
  "v8",
 ]
 
+[[package]]
+name = "serde_with"
+version = "1.14.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "678b5a069e50bf00ecd22d0cd8ddf7c236f68581b03db652061ed5eb13a312ff"
+dependencies = [
+ "serde",
+ "serde_with_macros 1.5.2",
+]
+
 [[package]]
 name = "serde_with"
 version = "3.8.0"
@@ -12783,24 +13232,36 @@ dependencies = [
  "chrono",
  "hex",
  "indexmap 1.9.3",
- "indexmap 2.0.0",
+ "indexmap 2.2.6",
  "serde",
  "serde_derive",
  "serde_json",
- "serde_with_macros",
+ "serde_with_macros 3.8.0",
  "time",
 ]
 
+[[package]]
+name = "serde_with_macros"
+version = "1.5.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e182d6ec6f05393cc0e5ed1bf81ad6db3a8feedf8ee515ecdd369809bcce8082"
+dependencies = [
+ "darling 0.13.4",
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+]
+
 [[package]]
 name = "serde_with_macros"
 version = "3.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c8b3a576c4eb2924262d5951a3b737ccaf16c931e39a2810c36f9a7e25575557"
 dependencies = [
- "darling 0.20.8",
+ "darling 0.20.9",
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -12809,7 +13270,7 @@ version = "0.9.25"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1a49e178e4452f45cb61d0cd8cebc1b0fafd3e41929e996cef79aa3aca91f574"
 dependencies = [
- "indexmap 2.0.0",
+ "indexmap 2.2.6",
  "itoa",
  "ryu",
  "serde",
@@ -12838,7 +13299,7 @@ checksum = "a9bb72430492e9549b0c4596725c0f82729bff861c45aa8099c0a8e67fc3b721"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -13285,18 +13746,18 @@ dependencies = [
 
 [[package]]
 name = "sqllogictest"
-version = "0.20.1"
+version = "0.20.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7e7c6a33098cd55e4fead1bd1f85c1d2064f02bafdb9fe004ca39fd94aee36e6"
+checksum = "ff40a700928567c7303adc6f86cd17bfade5fa8c7dce1256f4691eca66e3ca42"
 dependencies = [
  "async-trait",
- "educe 0.4.23",
+ "educe",
  "fs-err",
  "futures",
  "glob",
  "humantime",
- "itertools 0.11.0",
- "libtest-mimic 0.6.1",
+ "itertools 0.13.0",
+ "libtest-mimic",
  "md-5",
  "owo-colors",
  "regex",
@@ -13365,7 +13826,7 @@ dependencies = [
  "futures-util",
  "hashlink",
  "hex",
- "indexmap 2.0.0",
+ "indexmap 2.2.6",
  "log",
  "memchr",
  "native-tls",
@@ -13583,7 +14044,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "swc_macros_common",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -13605,9 +14066,9 @@ checksum = "73473c0e59e6d5812c5dfe2a064a6444949f089e20eec9a2e5506596494e4623"
 
 [[package]]
 name = "strsim"
-version = "0.11.0"
+version = "0.11.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5ee073c9e4cd00e28217186dbe12796d692868f432bf2e97ee73bed0c56dfa01"
+checksum = "7da8b5736845d9f2fcb837ea5d9e2628564b3b043a70948a3f0b778838c5fb4f"
 
 [[package]]
 name = "structmeta"
@@ -13618,7 +14079,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "structmeta-derive",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -13629,7 +14090,7 @@ checksum = "152a0b65a590ff6c3da95cabe2353ee04e6167c896b28e3b14478c2636c922fc"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -13643,11 +14104,11 @@ dependencies = [
 
 [[package]]
 name = "strum"
-version = "0.26.1"
+version = "0.26.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "723b93e8addf9aa965ebe2d11da6d7540fa2283fcea14b3371ff055f7ba13f5f"
+checksum = "8fec0f0aef304996cf250b31b5a10dee7980c85da9d759361292b8bca5a18f06"
 dependencies = [
- "strum_macros 0.26.1",
+ "strum_macros 0.26.4",
 ]
 
 [[package]]
@@ -13660,20 +14121,20 @@ dependencies = [
  "proc-macro2",
  "quote",
  "rustversion",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
 name = "strum_macros"
-version = "0.26.1"
+version = "0.26.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7a3417fc93d76740d974a01654a09777cb500428cc874ca9f45edfe0c4d4cd18"
+checksum = "4c6bee85a5a24955dc440386795aa378cd9cf82acd5f764469152d2270e581be"
 dependencies = [
- "heck 0.4.1",
+ "heck 0.5.0",
  "proc-macro2",
  "quote",
  "rustversion",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -13761,7 +14222,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ce837c5eae1cb200a310940de989fd9b3d12ed62d7752bc69b39ef8aa775ec04"
 dependencies = [
  "anyhow",
- "indexmap 2.0.0",
+ "indexmap 2.2.6",
  "serde",
  "serde_json",
  "swc_cached",
@@ -13777,7 +14238,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "swc_macros_common",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -13826,7 +14287,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "swc_macros_common",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -13873,7 +14334,7 @@ checksum = "66539401f619730b26d380a120b91b499f80cbdd9bb15d00aa73bc3a4d4cc394"
 dependencies = [
  "better_scoped_tls",
  "bitflags 2.5.0",
- "indexmap 2.0.0",
+ "indexmap 2.2.6",
  "once_cell",
  "phf",
  "rustc-hash",
@@ -13911,7 +14372,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "swc_macros_common",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -13942,7 +14403,7 @@ checksum = "f0ec75c1194365abe4d44d94e58f918ec853469ecd39733b381a089cfdcdee1a"
 dependencies = [
  "base64 0.21.7",
  "dashmap",
- "indexmap 2.0.0",
+ "indexmap 2.2.6",
  "once_cell",
  "serde",
  "sha-1",
@@ -13981,7 +14442,7 @@ version = "0.127.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "14482e455df85486d68a51533a31645d511e56df93a35cadf0eabbe7abe96b98"
 dependencies = [
- "indexmap 2.0.0",
+ "indexmap 2.2.6",
  "num_cpus",
  "once_cell",
  "rustc-hash",
@@ -14015,7 +14476,7 @@ checksum = "695a1d8b461033d32429b5befbf0ad4d7a2c4d6ba9cd5ba4e0645c615839e8e4"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -14026,7 +14487,7 @@ checksum = "50176cfc1cbc8bb22f41c6fe9d1ec53fbe057001219b5954961b8ad0f336fce9"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -14050,7 +14511,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "swc_macros_common",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -14089,9 +14550,9 @@ dependencies = [
 
 [[package]]
 name = "syn"
-version = "2.0.57"
+version = "2.0.68"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "11a6ae1e52eb25aab8f3fb9fca13be982a373b8f1157ca14b897a825ba4a2d35"
+checksum = "901fa70d88b9d6c98022e23b4136f9f3e54e4662c3bc1bd1d84a42a9a0f0c1e9"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -14118,7 +14579,7 @@ dependencies = [
  "proc-macro-error 1.0.4",
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -14194,6 +14655,12 @@ version = "0.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7b2093cf4c8eb1e67749a6762251bc9cd836b6fc171623bd0a9d324d37af2417"
 
+[[package]]
+name = "take_mut"
+version = "0.2.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f764005d11ee5f36500a149ace24e00e3da98b0158b3e2d53a7495660d3f4d60"
+
 [[package]]
 name = "tap"
 version = "1.0.1"
@@ -14270,7 +14737,7 @@ dependencies = [
  "either",
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -14281,7 +14748,7 @@ checksum = "46c3384250002a6d5af4d114f2845d37b57521033f30d5c3f46c4d70e1197533"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -14325,6 +14792,37 @@ dependencies = [
  "ordered-float 2.10.0",
 ]
 
+[[package]]
+name = "tiberius"
+version = "0.12.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dc6e2bf3e4b5be181a2a2ceff4b9b12e2684010d436a6958bd564fbc8094d44d"
+dependencies = [
+ "async-trait",
+ "asynchronous-codec",
+ "bigdecimal 0.3.1",
+ "byteorder",
+ "bytes",
+ "chrono",
+ "connection-string",
+ "encoding",
+ "enumflags2",
+ "futures-util",
+ "num-traits",
+ "once_cell",
+ "pin-project-lite",
+ "pretty-hex",
+ "rust_decimal",
+ "rustls-native-certs 0.6.3",
+ "rustls-pemfile 1.0.4",
+ "thiserror",
+ "time",
+ "tokio-rustls 0.23.4",
+ "tokio-util",
+ "tracing",
+ "uuid",
+]
+
 [[package]]
 name = "tikv-jemalloc-ctl"
 version = "0.5.4"
@@ -14456,7 +14954,7 @@ checksum = "5b8a1e28f2deaa14e508979454cb3a223b10b938b45af148bc0986de36f1923b"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -14528,6 +15026,17 @@ dependencies = [
  "rand",
 ]
 
+[[package]]
+name = "tokio-rustls"
+version = "0.23.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c43ee83903113e03984cb9e5cebe6c04a5116269e900e3ddba8f068a62adda59"
+dependencies = [
+ "rustls 0.20.9",
+ "tokio",
+ "webpki",
+]
+
 [[package]]
 name = "tokio-rustls"
 version = "0.24.1"
@@ -14590,6 +15099,7 @@ checksum = "1d68074620f57a0b21594d9735eb2e98ab38b17f80d3fcb189fca266771ca60d"
 dependencies = [
  "bytes",
  "futures-core",
+ "futures-io",
  "futures-sink",
  "pin-project-lite",
  "tokio",
@@ -14635,7 +15145,7 @@ version = "0.19.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1b5bb770da30e5cbfde35a2d7b9b8a2c4b8ef89548a7a6aeab5c9a576e3e7421"
 dependencies = [
- "indexmap 2.0.0",
+ "indexmap 2.2.6",
  "serde",
  "serde_spanned",
  "toml_datetime",
@@ -14648,7 +15158,7 @@ version = "0.21.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "6a8534fd7f78b5405e860340ad6575217ce99f38d4d5c8f2442cb5ecb50090e1"
 dependencies = [
- "indexmap 2.0.0",
+ "indexmap 2.2.6",
  "toml_datetime",
  "winnow 0.5.15",
 ]
@@ -14659,7 +15169,7 @@ version = "0.22.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8e40bb779c5187258fd7aad0eb68cb8706a0a81fa712fbea808ab43c4b8374c4"
 dependencies = [
- "indexmap 2.0.0",
+ "indexmap 2.2.6",
  "serde",
  "serde_spanned",
  "toml_datetime",
@@ -14726,6 +15236,33 @@ dependencies = [
  "webpki-roots 0.25.2",
 ]
 
+[[package]]
+name = "tonic"
+version = "0.11.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "76c4eb7a4e9ef9d4763600161f12f5070b92a578e1b634db88a6887844c91a13"
+dependencies = [
+ "async-stream",
+ "async-trait",
+ "axum 0.6.20",
+ "base64 0.21.7",
+ "bytes",
+ "h2 0.3.26",
+ "http 0.2.9",
+ "http-body 0.4.5",
+ "hyper 0.14.27",
+ "hyper-timeout",
+ "percent-encoding",
+ "pin-project",
+ "prost 0.12.1",
+ "tokio",
+ "tokio-stream",
+ "tower",
+ "tower-layer",
+ "tower-service",
+ "tracing",
+]
+
 [[package]]
 name = "tonic-build"
 version = "0.10.2"
@@ -14736,7 +15273,7 @@ dependencies = [
  "proc-macro2",
  "prost-build 0.12.1",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -14770,7 +15307,7 @@ dependencies = [
  "bytes",
  "futures-core",
  "futures-util",
- "http 1.0.0",
+ "http 1.1.0",
  "http-body 1.0.0",
  "http-body-util",
  "http-range-header",
@@ -14818,7 +15355,7 @@ checksum = "34704c8d6ebcbc939824180af020566b01a7c01f80641264eba0999f6c2b6be7"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -14939,6 +15476,12 @@ dependencies = [
  "syn 1.0.109",
 ]
 
+[[package]]
+name = "trim-in-place"
+version = "0.1.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "343e926fc669bc8cde4fa3129ab681c63671bae288b1f1081ceee6d9d37904fc"
+
 [[package]]
 name = "triomphe"
 version = "0.1.11"
@@ -14955,6 +15498,31 @@ version = "0.3.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "622b09ce2fe2df4618636fb92176d205662f59803f39e70d1c333393082de96c"
 
+[[package]]
+name = "trust-dns-proto"
+version = "0.21.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9c31f240f59877c3d4bb3b3ea0ec5a6a0cff07323580ff8c7a605cd7d08b255d"
+dependencies = [
+ "async-trait",
+ "cfg-if",
+ "data-encoding",
+ "enum-as-inner 0.4.0",
+ "futures-channel",
+ "futures-io",
+ "futures-util",
+ "idna 0.2.3",
+ "ipnet",
+ "lazy_static",
+ "log",
+ "rand",
+ "smallvec",
+ "thiserror",
+ "tinyvec",
+ "tokio",
+ "url",
+]
+
 [[package]]
 name = "trust-dns-proto"
 version = "0.22.0"
@@ -15006,6 +15574,26 @@ dependencies = [
  "url",
 ]
 
+[[package]]
+name = "trust-dns-resolver"
+version = "0.21.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e4ba72c2ea84515690c9fcef4c6c660bb9df3036ed1051686de84605b74fd558"
+dependencies = [
+ "cfg-if",
+ "futures-util",
+ "ipconfig",
+ "lazy_static",
+ "log",
+ "lru-cache",
+ "parking_lot 0.12.1",
+ "resolv-conf",
+ "smallvec",
+ "thiserror",
+ "tokio",
+ "trust-dns-proto 0.21.2",
+]
+
 [[package]]
 name = "trust-dns-resolver"
 version = "0.22.0"
@@ -15082,6 +15670,17 @@ version = "2.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "6af6ae20167a9ece4bcb41af5b80f8a1f1df981f6391189ce00fd257af04126a"
 
+[[package]]
+name = "typed-builder"
+version = "0.10.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "89851716b67b937e393b3daa8423e67ddfc4bbbf1654bcf05488e95e0828db0c"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+]
+
 [[package]]
 name = "typed-builder"
 version = "0.16.2"
@@ -15093,11 +15692,11 @@ dependencies = [
 
 [[package]]
 name = "typed-builder"
-version = "0.18.0"
+version = "0.18.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e47c0496149861b7c95198088cbf36645016b1a0734cf350c50e2a38e070f38a"
+checksum = "77739c880e00693faef3d65ea3aad725f196da38b22fdc7ea6ded6e1ce4d3add"
 dependencies = [
- "typed-builder-macro 0.18.0",
+ "typed-builder-macro 0.18.2",
 ]
 
 [[package]]
@@ -15108,18 +15707,18 @@ checksum = "f03ca4cb38206e2bef0700092660bb74d696f808514dae47fa1467cbfe26e96e"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
 name = "typed-builder-macro"
-version = "0.18.0"
+version = "0.18.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "982ee4197351b5c9782847ef5ec1fdcaf50503fb19d68f9771adae314e72b492"
+checksum = "1f718dfaf347dcb5b983bfc87608144b0bad87970aebcbea5ce44d2a30c08e63"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -15323,9 +15922,9 @@ checksum = "711b9620af191e0cdc7468a8d14e709c3dcdb115b36f838e601583af800a370a"
 
 [[package]]
 name = "uuid"
-version = "1.8.0"
+version = "1.9.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a183cf7feeba97b4dd1c0d46788634f6221d87fa961b305bed08c851829efcc0"
+checksum = "5de17fd2f7da591098415cff336e12965a28061ddace43b59cb3c430179c9439"
 dependencies = [
  "getrandom",
  "rand",
@@ -15355,9 +15954,9 @@ checksum = "830b7e5d4d90034032940e4ace0d9a9a057e7a45cd94e6c007832e39edb82f6d"
 
 [[package]]
 name = "value-bag"
-version = "1.4.1"
+version = "1.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d92ccd67fb88503048c01b59152a04effd0782d035a83a6d256ce6085f08f4a3"
+checksum = "5a84c137d37ab0142f0f2ddfe332651fdbf252e7b7dbb4e67b6c1f1b2e925101"
 
 [[package]]
 name = "value-trait"
@@ -15500,7 +16099,7 @@ dependencies = [
  "once_cell",
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
  "wasm-bindgen-shared",
 ]
 
@@ -15534,7 +16133,7 @@ checksum = "54681b18a46765f095758388f2d0cf16eb8d4169b639ab575a8f5693af210c7b"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
  "wasm-bindgen-backend",
  "wasm-bindgen-shared",
 ]
@@ -15596,7 +16195,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d6998515d3cf3f8b980ef7c11b29a9b1017d4cf86b99ae93b546992df9931413"
 dependencies = [
  "bitflags 2.5.0",
- "indexmap 2.0.0",
+ "indexmap 2.2.6",
  "semver 1.0.18",
 ]
 
@@ -15625,7 +16224,7 @@ dependencies = [
  "encoding_rs",
  "fxprof-processed-profile",
  "gimli",
- "indexmap 2.0.0",
+ "indexmap 2.2.6",
  "ittapi",
  "libc",
  "log",
@@ -15694,7 +16293,7 @@ dependencies = [
  "anyhow",
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
  "wasmtime-component-util",
  "wasmtime-wit-bindgen",
  "wit-parser",
@@ -15741,7 +16340,7 @@ dependencies = [
  "cpp_demangle",
  "cranelift-entity",
  "gimli",
- "indexmap 2.0.0",
+ "indexmap 2.2.6",
  "log",
  "object 0.33.0",
  "rustc-demangle",
@@ -15804,7 +16403,7 @@ dependencies = [
  "cc",
  "cfg-if",
  "encoding_rs",
- "indexmap 2.0.0",
+ "indexmap 2.2.6",
  "libc",
  "log",
  "mach2",
@@ -15851,7 +16450,7 @@ checksum = "8561d9e2920db2a175213d557d71c2ac7695831ab472bbfafb9060cd1034684f"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -15879,7 +16478,7 @@ checksum = "595bc7bb3b0ff4aa00fab718c323ea552c3034d77abc821a35112552f2ea487a"
 dependencies = [
  "anyhow",
  "heck 0.4.1",
- "indexmap 2.0.0",
+ "indexmap 2.2.6",
  "wit-parser",
 ]
 
@@ -15940,6 +16539,16 @@ dependencies = [
  "wasm-bindgen",
 ]
 
+[[package]]
+name = "webpki"
+version = "0.22.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ed63aea5ce73d0ff405984102c42de94fc55a6b75765d621c65262469b3c9b53"
+dependencies = [
+ "ring 0.17.5",
+ "untrusted 0.9.0",
+]
+
 [[package]]
 name = "webpki-roots"
 version = "0.25.2"
@@ -16023,7 +16632,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "shellexpand 2.1.2",
- "syn 2.0.57",
+ "syn 2.0.68",
  "witx",
 ]
 
@@ -16035,7 +16644,7 @@ checksum = "900b2416ef2ff2903ded6cf55d4a941fed601bf56a8c4874856d7a77c1891994"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
  "wiggle-generate",
 ]
 
@@ -16388,7 +16997,7 @@ checksum = "744237b488352f4f27bca05a10acb79474415951c450e52ebd0da784c1df2bcc"
 dependencies = [
  "anyhow",
  "id-arena",
- "indexmap 2.0.0",
+ "indexmap 2.2.6",
  "log",
  "semver 1.0.18",
  "serde",
@@ -16400,11 +17009,11 @@ dependencies = [
 
 [[package]]
 name = "with_options"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -16421,7 +17030,7 @@ dependencies = [
 
 [[package]]
 name = "workspace-config"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "libz-sys",
  "log",
@@ -16433,7 +17042,7 @@ dependencies = [
 
 [[package]]
 name = "workspace-hack"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 
 [[package]]
 name = "wyz"
@@ -16552,7 +17161,7 @@ checksum = "b3c129550b3e6de3fd0ba67ba5c81818f9805e58b8d7fee80a3a59d2c9fc601a"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
@@ -16572,7 +17181,7 @@ checksum = "ce36e65b0d2999d2aafac989fb249189a141aee1f53c612c1f37d72631959f69"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.57",
+ "syn 2.0.68",
 ]
 
 [[package]]
diff --git a/Cargo.toml b/Cargo.toml
index 60b91946cd683..249a0f2258863 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -68,7 +68,7 @@ exclude = ["e2e_test/udf/wasm", "lints"]
 resolver = "2"
 
 [workspace.package]
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 edition = "2021"
 homepage = "https://github.com/risingwavelabs/risingwave"
 keywords = ["sql", "database", "streaming"]
@@ -76,7 +76,13 @@ license = "Apache-2.0"
 repository = "https://github.com/risingwavelabs/risingwave"
 
 [workspace.dependencies]
-foyer = { version = "0.9.2", features = ["nightly"] }
+foyer = { version = "0.9.4", features = ["nightly"] }
+apache-avro = { git = "https://github.com/risingwavelabs/avro", rev = "25113ba88234a9ae23296e981d8302c290fdaa4b", features = [
+    "snappy",
+    "zstandard",
+    "bzip",
+    "xz",
+] }
 auto_enums = { version = "0.8", features = ["futures03", "tokio1"] }
 await-tree = "0.2.1"
 aws-config = { version = "1", default-features = false, features = [
@@ -125,9 +131,13 @@ tonic = { package = "madsim-tonic", version = "0.4.1" }
 tonic-build = { package = "madsim-tonic-build", version = "0.4.2" }
 otlp-embedded = { git = "https://github.com/risingwavelabs/otlp-embedded", rev = "492c244e0be91feb659c0cd48a624bbd96045a33" }
 prost = { version = "0.12" }
-icelake = { git = "https://github.com/icelake-io/icelake", rev = "54fd72fbd1dd8c592f05eeeb79223c8a6a33c297", features = [
+icelake = { git = "https://github.com/icelake-io/icelake", rev = "07d53893d7788b4e41fc11efad8a6be828405c31", features = [
     "prometheus",
 ] }
+arrow-array-iceberg = { package = "arrow-array", version = "52" }
+arrow-schema-iceberg = { package = "arrow-schema", version = "52" }
+arrow-buffer-iceberg = { package = "arrow-buffer", version = "52" }
+arrow-cast-iceberg = { package = "arrow-cast", version = "52" }
 arrow-array = "50"
 arrow-arith = "50"
 arrow-cast = "50"
@@ -177,6 +187,7 @@ sea-orm = { version = "0.12.14", features = [
     "sqlx-sqlite",
     "runtime-tokio-native-tls",
 ] }
+sqlx = "0.7"
 tokio-util = "0.7"
 tracing-opentelemetry = "0.22"
 rand = { version = "0.8", features = ["small_rng"] }
@@ -318,8 +329,6 @@ tokio-postgres = { git = "https://github.com/madsim-rs/rust-postgres.git", rev =
 futures-timer = { git = "https://github.com/madsim-rs/futures-timer.git", rev = "05b33b4" }
 # patch: unlimit 4MB message size for grpc client
 etcd-client = { git = "https://github.com/risingwavelabs/etcd-client.git", rev = "4e84d40" }
-# todo(wcy-fdu): remove this patch fork after opendal release a new version to apply azure workload identity change.
-reqsign = { git = "https://github.com/wcy-fdu/reqsign.git", rev = "c7dd668" }
 # patch to remove preserve_order from serde_json
 deno_core = { git = "https://github.com/bakjos/deno_core", rev = "9b241c6" }
 # patch to user reqwest 0.12.2
@@ -329,6 +338,8 @@ deno_net = { git = "https://github.com/bakjos/deno", rev = "787a232" }
 deno_tls = { git = "https://github.com/bakjos/deno", rev = "787a232" }
 deno_web = { git = "https://github.com/bakjos/deno", rev = "787a232" }
 deno_websocket = { git = "https://github.com/bakjos/deno", rev = "787a232" }
+# patch to remove preserve_order from serde_json
+bson = { git = "https://github.com/risingwavelabs/bson-rust", rev = "e5175ec" }
 
 [workspace.metadata.dylint]
 libraries = [{ path = "./lints" }]
diff --git a/Makefile.toml b/Makefile.toml
index a154f0ba60dba..cdbc49a490ff5 100644
--- a/Makefile.toml
+++ b/Makefile.toml
@@ -1294,7 +1294,7 @@ echo "All processes has exited."
 
 [tasks.slt]
 category = "RiseDev - Test - SQLLogicTest"
-install_crate = { version = "0.20.1", crate_name = "sqllogictest-bin", binary = "sqllogictest", test_arg = [
+install_crate = { min_version = "0.20.6", crate_name = "sqllogictest-bin", binary = "sqllogictest", test_arg = [
     "--help",
 ], install_command = "binstall" }
 dependencies = ["check-and-load-risedev-env-file"]
@@ -1308,6 +1308,7 @@ SLT_PORT = "${RISEDEV_RW_FRONTEND_PORT}"
 SLT_DB = "dev"
 PATH = "${PWD}/e2e_test/commands:${PATH}"
 RUST_BACKTRACE = "0" # slt backtrace is useless
+RUST_LOG = "sqllogictest=warn,sqllogictest::system_command=info"
 
 [tasks.slt-clean]
 category = "RiseDev - Test - SQLLogicTest"
@@ -1417,7 +1418,7 @@ UPDATE_EXPECT=1 cargo test -p risingwave_connector tests::test_with_options_yaml
 [tasks.backwards-compat-test]
 category = "RiseDev - Test - Backwards Compatibility Test"
 description = "Run backwards compatibility test"
-script = "./backwards-compat-tests/scripts/run_local.sh"
+script = "./e2e_test/backwards-compat-tests/scripts/run_local.sh"
 
 # For debugging.
 # To show the env for a specific task, use `run_task = "show-env"` for that task.
diff --git a/README.md b/README.md
index 47893c7bea1ba..156b53060313d 100644
--- a/README.md
+++ b/README.md
@@ -71,6 +71,9 @@ Then follow the prompts to start and connect to RisingWave.
 
 To learn about other installation options, such as using a Docker image, see [Quick Start](https://docs.risingwave.com/docs/current/get-started/).
 
+> Please note: RisingWave uses [Scarf](https://scarf.sh/) to collect anonymized installation analytics. These analytics help support us understand and improve the distribution of our package.
+> The privacy policy of Scarf is available at [https://about.scarf.sh/privacy-policy](https://about.scarf.sh/privacy-policy).
+
 ## Production deployments
 
 [**RisingWave Cloud**](https://cloud.risingwave.com) offers the easiest way to run RisingWave in production, with a _forever-free_ developer tier.
diff --git a/ci/Dockerfile b/ci/Dockerfile
index a1b6857a45c20..04e2154a93b17 100644
--- a/ci/Dockerfile
+++ b/ci/Dockerfile
@@ -70,14 +70,14 @@ ENV CARGO_REGISTRIES_CRATES_IO_PROTOCOL=sparse
 RUN curl -L --proto '=https' --tlsv1.2 -sSf https://raw.githubusercontent.com/cargo-bins/cargo-binstall/main/install-from-binstall-release.sh | bash
 RUN cargo binstall -y --no-symlinks cargo-llvm-cov cargo-nextest cargo-hakari cargo-sort cargo-cache cargo-audit \
     cargo-make@0.37.9 \
-    sqllogictest-bin@0.20.1 \
+    sqllogictest-bin@0.20.6 \
     sccache@0.7.4 \
     && cargo cache -a \
     && rm -rf "/root/.cargo/registry/index" \
     && rm -rf "/root/.cargo/registry/cache" \
     && rm -rf "/root/.cargo/git/db"
 RUN cargo install cargo-dylint@3.1.0 dylint-link@3.1.0
-RUN cargo uninstall cargo-binstall cargo-cache
+RUN cargo uninstall cargo-cache
 
 # install risedev
 COPY <<EOF /root/.cargo/bin/risedev
diff --git a/ci/build-ci-image.sh b/ci/build-ci-image.sh
index 778c1a9f315d0..262b96a62688c 100755
--- a/ci/build-ci-image.sh
+++ b/ci/build-ci-image.sh
@@ -10,7 +10,7 @@ cat ../rust-toolchain
 # shellcheck disable=SC2155
 
 # REMEMBER TO ALSO UPDATE ci/docker-compose.yml
-export BUILD_ENV_VERSION=v20240514-1
+export BUILD_ENV_VERSION=v20240624
 
 export BUILD_TAG="public.ecr.aws/w1p7b4n3/rw-build-env:${BUILD_ENV_VERSION}"
 
diff --git a/ci/docker-compose.yml b/ci/docker-compose.yml
index 15274be94be9b..687cad38a79d3 100644
--- a/ci/docker-compose.yml
+++ b/ci/docker-compose.yml
@@ -1,4 +1,3 @@
-version: "3.9"
 services:
   db:
     image: postgres:15-alpine
@@ -72,7 +71,7 @@ services:
       retries: 5
 
   source-test-env:
-    image: public.ecr.aws/w1p7b4n3/rw-build-env:v20240514-1
+    image: public.ecr.aws/w1p7b4n3/rw-build-env:v20240624
     depends_on:
       - mysql
       - db
@@ -85,7 +84,7 @@ services:
       - ..:/risingwave
 
   sink-test-env:
-    image: public.ecr.aws/w1p7b4n3/rw-build-env:v20240514-1
+    image: public.ecr.aws/w1p7b4n3/rw-build-env:v20240624
     depends_on:
       - mysql
       - db
@@ -100,17 +99,20 @@ services:
       - doris-server
       - starrocks-fe-server
       - starrocks-be-server
+      - mongodb
+      - mongodb-setup
+      - sqlserver-server
     volumes:
       - ..:/risingwave
 
 
   rw-build-env:
-    image: public.ecr.aws/w1p7b4n3/rw-build-env:v20240514-1
+    image: public.ecr.aws/w1p7b4n3/rw-build-env:v20240624
     volumes:
       - ..:/risingwave
 
   ci-flamegraph-env:
-    image: public.ecr.aws/w1p7b4n3/rw-build-env:v20240514-1
+    image: public.ecr.aws/w1p7b4n3/rw-build-env:v20240624
     # NOTE(kwannoel): This is used in order to permit
     # syscalls for `nperf` (perf_event_open),
     # so it can do CPU profiling.
@@ -121,7 +123,7 @@ services:
       - ..:/risingwave
 
   regress-test-env:
-    image: public.ecr.aws/w1p7b4n3/rw-build-env:v20240514-1
+    image: public.ecr.aws/w1p7b4n3/rw-build-env:v20240624
     depends_on:
       db:
         condition: service_healthy
@@ -204,6 +206,16 @@ services:
       timeout: 5s
       retries: 30
 
+  sqlserver-server:
+    container_name: sqlserver-server
+    image: mcr.microsoft.com/mssql/server:2022-latest
+    hostname: sqlserver-server
+    ports:
+      - 1433:1433
+    environment:
+      ACCEPT_EULA: 'Y'
+      SA_PASSWORD: 'SomeTestOnly@SA'
+
   starrocks-fe-server:
     container_name: starrocks-fe-server
     image: starrocks/fe-ubuntu:3.1.7
diff --git a/ci/scripts/backwards-compat-test.sh b/ci/scripts/backwards-compat-test.sh
index 2623b27b05c72..90a01f57a51cc 100755
--- a/ci/scripts/backwards-compat-test.sh
+++ b/ci/scripts/backwards-compat-test.sh
@@ -32,7 +32,7 @@ else
     exit 1
 fi
 
-source backwards-compat-tests/scripts/utils.sh
+source e2e_test/backwards-compat-tests/scripts/utils.sh
 
 ################################### Main
 
@@ -113,7 +113,7 @@ setup_old_cluster() {
 
 setup_new_cluster() {
   echo "--- Setup Risingwave @ $RW_COMMIT"
-  git checkout -
+  git checkout "$RW_COMMIT"
   download_and_prepare_rw "$profile" common
   # Make sure we always start w/o old config
   rm -r .risingwave/config
diff --git a/ci/scripts/e2e-cassandra-sink-test.sh b/ci/scripts/e2e-cassandra-sink-test.sh
index cae03843c4703..41ff0e97190d0 100755
--- a/ci/scripts/e2e-cassandra-sink-test.sh
+++ b/ci/scripts/e2e-cassandra-sink-test.sh
@@ -33,7 +33,8 @@ tar xf ./risingwave-connector.tar.gz -C ./connector-node
 
 echo "--- starting risingwave cluster"
 risedev ci-start ci-sink-test
-sleep 1
+# Wait cassandra server to start
+sleep 40
 
 echo "--- create cassandra table"
 curl https://downloads.apache.org/cassandra/4.1.3/apache-cassandra-4.1.3-bin.tar.gz  --output apache-cassandra-4.1.3-bin.tar.gz
@@ -47,7 +48,7 @@ pip3 install --break-system-packages cassandra-driver
 cd apache-cassandra-4.1.3/bin
 export CQLSH_HOST=cassandra-server
 export CQLSH_PORT=9042
-./cqlsh -e "CREATE KEYSPACE demo WITH replication = {'class': 'SimpleStrategy', 'replication_factor': 1};use demo;
+./cqlsh --request-timeout=20 -e "CREATE KEYSPACE demo WITH replication = {'class': 'SimpleStrategy', 'replication_factor': 1};use demo;
 CREATE table demo_bhv_table(v1 int primary key,v2 smallint,v3 bigint,v4 float,v5 double,v6 text,v7 date,v8 timestamp,v9 boolean);"
 
 echo "--- testing sinks"
@@ -55,7 +56,7 @@ cd ../../
 sqllogictest -p 4566 -d dev './e2e_test/sink/cassandra_sink.slt'
 sleep 1
 cd apache-cassandra-4.1.3/bin
-./cqlsh -e "COPY demo.demo_bhv_table TO './query_result.csv' WITH HEADER = false AND ENCODING = 'UTF-8';"
+./cqlsh --request-timeout=20 -e "COPY demo.demo_bhv_table TO './query_result.csv' WITH HEADER = false AND ENCODING = 'UTF-8';"
 
 if cat ./query_result.csv | awk -F "," '{
     exit !($1 == 1 && $2 == 1 && $3 == 1 && $4 == 1.1 && $5 == 1.2 && $6 == "test" && $7 == "2013-01-01" && $8 == "2013-01-01 01:01:01.000+0000" && $9 == "False\r"); }'; then
diff --git a/ci/scripts/e2e-mongodb-sink-test.sh b/ci/scripts/e2e-mongodb-sink-test.sh
new file mode 100755
index 0000000000000..6ec6e97cf0fe1
--- /dev/null
+++ b/ci/scripts/e2e-mongodb-sink-test.sh
@@ -0,0 +1,72 @@
+#!/usr/bin/env bash
+
+# Exits as soon as any line fails.
+set -euo pipefail
+
+source ci/scripts/common.sh
+
+while getopts 'p:' opt; do
+    case ${opt} in
+        p )
+            profile=$OPTARG
+            ;;
+        \? )
+            echo "Invalid Option: -$OPTARG" 1>&2
+            exit 1
+            ;;
+        : )
+            echo "Invalid option: $OPTARG requires an argument" 1>&2
+            ;;
+    esac
+done
+shift $((OPTIND -1))
+
+download_and_prepare_rw "$profile" source
+
+echo "--- starting risingwave cluster"
+cargo make ci-start ci-sink-test
+sleep 1
+
+# install the mongo shell
+wget http://archive.ubuntu.com/ubuntu/pool/main/o/openssl/libssl1.1_1.1.1f-1ubuntu2_amd64.deb
+wget https://repo.mongodb.org/apt/ubuntu/dists/focal/mongodb-org/4.4/multiverse/binary-amd64/mongodb-org-shell_4.4.28_amd64.deb
+dpkg -i libssl1.1_1.1.1f-1ubuntu2_amd64.deb
+dpkg -i mongodb-org-shell_4.4.28_amd64.deb
+
+echo '> ping mongodb'
+echo 'db.runCommand({ping: 1})' | mongo mongodb://mongodb:27017
+echo '> rs config'
+echo 'rs.conf()' | mongo mongodb://mongodb:27017
+echo '> run mongodb sink test..'
+
+sqllogictest -p 4566 -d dev './e2e_test/sink/mongodb_sink.slt'
+sleep 1
+
+append_only_result=$(mongo mongodb://mongodb:27017 --eval 'db.getSiblingDB("demo").t1.countDocuments({})' | tail -n 1)
+if [ "$append_only_result" != "1" ]; then
+    echo "The append-only output is not as expected."
+    exit 1
+fi
+
+upsert_and_dynamic_coll_result1=$(mongo mongodb://mongodb:27017 --eval 'db.getSiblingDB("demo").t2.countDocuments({})' | tail -n 1)
+if [ "$upsert_and_dynamic_coll_result1" != "1" ]; then
+    echo "The upsert output is not as expected."
+    exit 1
+fi
+
+upsert_and_dynamic_coll_result2=$(mongo mongodb://mongodb:27017 --eval 'db.getSiblingDB("shard_2024_01").tenant_1.countDocuments({})' | tail -n 1)
+if [ "$upsert_and_dynamic_coll_result2" != "1" ]; then
+    echo "The upsert output is not as expected."
+    exit 1
+fi
+
+compound_pk_result=$(mongo mongodb://mongodb:27017 --eval 'db.getSiblingDB("demo").t3.countDocuments({})' | tail -n 1)
+if [ "$compound_pk_result" != "1" ]; then
+    echo "The upsert output is not as expected."
+    exit 1
+fi
+
+echo "Mongodb sink check passed"
+
+echo "--- Kill cluster"
+risedev ci-kill
\ No newline at end of file
diff --git a/ci/scripts/e2e-sink-test.sh b/ci/scripts/e2e-sink-test.sh
index 5125ddedfdf8e..eaee563c7a992 100755
--- a/ci/scripts/e2e-sink-test.sh
+++ b/ci/scripts/e2e-sink-test.sh
@@ -45,7 +45,7 @@ mysql --host=mysql --port=3306 -u root -p123456 test < ./e2e_test/sink/remote/my
 echo "--- preparing postgresql"
 
 # set up PG sink destination
-apt-get -y install postgresql-client
+apt-get -y install postgresql-client jq
 export PGPASSWORD=postgres
 psql -h db -U postgres -c "CREATE ROLE test LOGIN SUPERUSER PASSWORD 'connector';"
 createdb -h db -U postgres test
diff --git a/ci/scripts/e2e-source-test.sh b/ci/scripts/e2e-source-test.sh
index 84fff651b547c..c4b4713af81cc 100755
--- a/ci/scripts/e2e-source-test.sh
+++ b/ci/scripts/e2e-source-test.sh
@@ -33,6 +33,7 @@ tar xf ./risingwave-connector.tar.gz -C ./connector-node
 
 echo "--- Install dependencies"
 python3 -m pip install --break-system-packages requests protobuf fastavro confluent_kafka jsonschema
+apt-get -y install jq
 
 echo "--- e2e, inline test"
 RUST_LOG="debug,risingwave_stream=info,risingwave_batch=info,risingwave_storage=info" \
@@ -134,21 +135,7 @@ risedev slt './e2e_test/source/cdc/cdc_share_stream_drop.slt'
 
 echo "--- Kill cluster"
 risedev ci-kill
-
-echo "--- e2e, ci-1cn-1fe, protobuf schema registry"
 export RISINGWAVE_CI=true
-RUST_LOG="info,risingwave_stream=info,risingwave_batch=info,risingwave_storage=info" \
-risedev ci-start ci-1cn-1fe
-python3 e2e_test/schema_registry/pb.py "message_queue:29092" "http://schemaregistry:8082" "sr_pb_test" 20 user
-echo "make sure google/protobuf/source_context.proto is NOT in schema registry"
-curl --silent 'http://schemaregistry:8082/subjects'; echo
-# curl --silent --head -X GET 'http://schemaregistry:8082/subjects/google%2Fprotobuf%2Fsource_context.proto/versions' | grep 404
-curl --silent 'http://schemaregistry:8082/subjects' | grep -v 'google/protobuf/source_context.proto'
-risedev slt './e2e_test/schema_registry/pb.slt'
-risedev slt './e2e_test/schema_registry/alter_sr.slt'
-
-echo "--- Kill cluster"
-risedev ci-kill
 
 echo "--- e2e, ci-kafka-plus-pubsub, kafka and pubsub source"
 RUST_LOG="info,risingwave_stream=info,risingwave_batch=info,risingwave_storage=info" \
diff --git a/ci/scripts/e2e-sqlserver-sink-test.sh b/ci/scripts/e2e-sqlserver-sink-test.sh
new file mode 100755
index 0000000000000..f1f62941375ce
--- /dev/null
+++ b/ci/scripts/e2e-sqlserver-sink-test.sh
@@ -0,0 +1,80 @@
+#!/usr/bin/env bash
+
+# Exits as soon as any line fails.
+set -euo pipefail
+
+source ci/scripts/common.sh
+
+while getopts 'p:' opt; do
+    case ${opt} in
+        p )
+            profile=$OPTARG
+            ;;
+        \? )
+            echo "Invalid Option: -$OPTARG" 1>&2
+            exit 1
+            ;;
+        : )
+            echo "Invalid option: $OPTARG requires an argument" 1>&2
+            ;;
+    esac
+done
+shift $((OPTIND -1))
+
+download_and_prepare_rw "$profile" source
+
+echo "--- starting risingwave cluster"
+risedev ci-start ci-sink-test
+sleep 1
+
+echo "--- create SQL Server table"
+curl https://packages.microsoft.com/keys/microsoft.asc | sudo apt-key add -
+curl https://packages.microsoft.com/config/ubuntu/20.04/prod.list | sudo tee /etc/apt/sources.list.d/msprod.list
+apt-get update -y
+ACCEPT_EULA=Y DEBIAN_FRONTEND=noninteractive apt-get install -y mssql-tools unixodbc-dev
+export PATH="/opt/mssql-tools/bin/:$PATH"
+sleep 2
+
+sqlcmd -S sqlserver-server -U SA -P SomeTestOnly@SA -Q "
+CREATE DATABASE SinkTest;
+GO
+USE SinkTest;
+CREATE TABLE t_many_data_type (
+  k1 int, k2 int,
+  c_boolean bit,
+  c_int16 smallint,
+  c_int32 int,
+  c_int64 bigint,
+  c_float32 float,
+  c_float64 float,
+  c_decimal decimal,
+  c_date date,
+  c_time time,
+  c_timestamp datetime2,
+  c_timestampz datetime2,
+  c_nvarchar nvarchar(1024),
+  c_varbinary varbinary(1024),
+PRIMARY KEY (k1,k2));
+GO"
+sleep 2
+
+echo "--- testing sinks"
+sqllogictest -p 4566 -d dev './e2e_test/sink/sqlserver_sink.slt'
+sleep 1
+sqlcmd -S sqlserver-server -U SA -P SomeTestOnly@SA -h -1 -Q "
+SELECT * FROM SinkTest.dbo.t_many_data_type;
+GO" > ./query_result.txt
+
+mapfile -t actual < <(tr -s '[:space:]' '\n' < query_result.txt)
+actual=("${actual[@]:1}")
+expected=(0 0 0 NULL NULL NULL NULL NULL NULL NULL NULL NULL NULL NULL NULL 1 1 0 55 55 1 1.0 1.0 1 2022-04-08 18:20:49.0000000 2022-03-13 01:00:00.0000000 2022-03-13 01:00:00.0000000 Hello World! 0xDE00BEEF 1 2 0 66 66 1 1.0 1.0 1 2022-04-08 18:20:49.0000000 2022-03-13 01:00:00.0000000 2022-03-13 01:00:00.0000000 Hello World! 0xDE00BEEF 1 4 0 2 2 1 1.0 1.0 1 2022-04-08 18:20:49.0000000 2022-03-13 01:00:00.0000000 2022-03-13 01:00:00.0000000 Hello World! 0xDE00BEEF "(4" rows "affected)")
+
+if [[ ${#actual[@]} -eq ${#expected[@]} && ${actual[@]} == ${expected[@]} ]]; then
+  echo "SQL Server sink check passed"
+else
+  cat ./query_result.txt
+  echo "The output is not as expected."
+fi
+
+echo "--- Kill cluster"
+risedev ci-kill
diff --git a/ci/scripts/e2e-test-parallel-for-opendal.sh b/ci/scripts/e2e-test-parallel-for-opendal.sh
index 606adcf929cd7..a6a6c89e41164 100755
--- a/ci/scripts/e2e-test-parallel-for-opendal.sh
+++ b/ci/scripts/e2e-test-parallel-for-opendal.sh
@@ -31,7 +31,7 @@ host_args=(-h localhost -p 4565 -h localhost -p 4566 -h localhost -p 4567)
 echo "--- e2e, ci-3cn-3fe-opendal-fs-backend, streaming"
 RUST_LOG="info,risingwave_stream=info,risingwave_batch=info,risingwave_storage=info" \
 risedev ci-start ci-3cn-3fe-opendal-fs-backend
-sqllogictest "${host_args[@]}" -d dev  './e2e_test/streaming/**/*.slt' -j 16 --junit "parallel-opendal-fs-backend-${profile}"
+sqllogictest "${host_args[@]}" -d dev  './e2e_test/streaming/**/*.slt' -j 16 --junit "parallel-opendal-fs-backend-${profile}" --label "parallel"
 
 echo "--- Kill cluster Streaming"
 risedev ci-kill
@@ -41,8 +41,8 @@ rm -rf /tmp/rw_ci
 echo "--- e2e, ci-3cn-3fe-opendal-fs-backend, batch"
 RUST_LOG="info,risingwave_stream=info,risingwave_batch=info,risingwave_storage=info" \
 risedev ci-start ci-3cn-3fe-opendal-fs-backend
-sqllogictest "${host_args[@]}" -d dev  './e2e_test/ddl/**/*.slt' --junit "parallel-opendal-fs-backend-ddl-${profile}"
-sqllogictest "${host_args[@]}" -d dev  './e2e_test/visibility_mode/*.slt' -j 16 --junit "parallel-opendal-fs-backend-batch-${profile}"
+sqllogictest "${host_args[@]}" -d dev  './e2e_test/ddl/**/*.slt' --junit "parallel-opendal-fs-backend-ddl-${profile}" --label "parallel"
+sqllogictest "${host_args[@]}" -d dev  './e2e_test/visibility_mode/*.slt' -j 16 --junit "parallel-opendal-fs-backend-batch-${profile}" --label "parallel"
 
 echo "--- Kill cluster Batch"
 risedev ci-kill
diff --git a/ci/scripts/e2e-test-parallel-in-memory.sh b/ci/scripts/e2e-test-parallel-in-memory.sh
index fcde15644c2b6..f7e6292bed54e 100755
--- a/ci/scripts/e2e-test-parallel-in-memory.sh
+++ b/ci/scripts/e2e-test-parallel-in-memory.sh
@@ -28,15 +28,15 @@ host_args=(-h localhost -p 4565 -h localhost -p 4566 -h localhost -p 4567)
 echo "--- e2e, ci-3cn-3fe-in-memory, streaming"
 risedev ci-start ci-3cn-3fe-in-memory
 sqllogictest --version
-sqllogictest "${host_args[@]}" -d dev './e2e_test/streaming/**/*.slt' -j 16 --junit "parallel-in-memory-streaming-${profile}" --label in-memory
+sqllogictest "${host_args[@]}" -d dev './e2e_test/streaming/**/*.slt' -j 16 --junit "parallel-in-memory-streaming-${profile}" --label "in-memory" --label "parallel"
 
 echo "--- Kill cluster"
 risedev ci-kill
 
 echo "--- e2e, ci-3cn-3fe-in-memory, batch"
 risedev ci-start ci-3cn-3fe-in-memory
-sqllogictest "${host_args[@]}" -d dev './e2e_test/ddl/**/*.slt' --junit "parallel-in-memory-batch-ddl-${profile}" --label in-memory
-sqllogictest "${host_args[@]}" -d dev './e2e_test/batch/**/*.slt' -j 16 --junit "parallel-in-memory-batch-${profile}" --label in-memory
+sqllogictest "${host_args[@]}" -d dev './e2e_test/ddl/**/*.slt' --junit "parallel-in-memory-batch-ddl-${profile}" --label "in-memory" --label "parallel"
+sqllogictest "${host_args[@]}" -d dev './e2e_test/batch/**/*.slt' -j 16 --junit "parallel-in-memory-batch-${profile}" --label "in-memory" --label "parallel"
 
 echo "--- Kill cluster"
 risedev ci-kill
diff --git a/ci/scripts/e2e-test-parallel.sh b/ci/scripts/e2e-test-parallel.sh
index 5f16a4c817871..c366ef07fc209 100755
--- a/ci/scripts/e2e-test-parallel.sh
+++ b/ci/scripts/e2e-test-parallel.sh
@@ -38,21 +38,21 @@ RUST_LOG="info,risingwave_stream=info,risingwave_batch=info,risingwave_storage=i
 echo "--- e2e, ci-3streaming-2serving-3fe, streaming"
 RUST_LOG=$RUST_LOG \
 risedev ci-start ci-3streaming-2serving-3fe
-sqllogictest "${host_args[@]}" -d dev './e2e_test/streaming/**/*.slt' -j 16 --junit "parallel-streaming-${profile}"
+sqllogictest "${host_args[@]}" -d dev './e2e_test/streaming/**/*.slt' -j 16 --junit "parallel-streaming-${profile}" --label "parallel"
 
 kill_cluster
 
 echo "--- e2e, ci-3streaming-2serving-3fe, batch"
 RUST_LOG=$RUST_LOG \
 risedev ci-start ci-3streaming-2serving-3fe
-sqllogictest "${host_args[@]}" -d dev './e2e_test/ddl/**/*.slt' --junit "parallel-batch-ddl-${profile}"
-sqllogictest "${host_args[@]}" -d dev './e2e_test/visibility_mode/*.slt' -j 16 --junit "parallel-batch-${profile}"
+sqllogictest "${host_args[@]}" -d dev './e2e_test/ddl/**/*.slt' --junit "parallel-batch-ddl-${profile}" --label "parallel"
+sqllogictest "${host_args[@]}" -d dev './e2e_test/visibility_mode/*.slt' -j 16 --junit "parallel-batch-${profile}" --label "parallel"
 
 kill_cluster
 
 echo "--- e2e, ci-3streaming-2serving-3fe, generated"
 RUST_LOG=$RUST_LOG \
 risedev ci-start ci-3streaming-2serving-3fe
-sqllogictest "${host_args[@]}" -d dev './e2e_test/generated/**/*.slt' -j 16 --junit "parallel-generated-${profile}"
+sqllogictest "${host_args[@]}" -d dev './e2e_test/generated/**/*.slt' -j 16 --junit "parallel-generated-${profile}" --label "parallel"
 
 kill_cluster
diff --git a/ci/scripts/run-backfill-tests.sh b/ci/scripts/run-backfill-tests.sh
index ac552cfcdcdd0..c03762a7150a7 100755
--- a/ci/scripts/run-backfill-tests.sh
+++ b/ci/scripts/run-backfill-tests.sh
@@ -185,6 +185,9 @@ test_sink_backfill_recovery() {
   # Check progress
   sqllogictest -p 4566 -d dev 'e2e_test/backfill/sink/create_sink.slt'
 
+  # Sleep before restart cluster, to ensure the downstream sink actually gets created.
+  sleep 5
+
   # Restart
   restart_cluster
   sleep 5
diff --git a/ci/scripts/run-e2e-test.sh b/ci/scripts/run-e2e-test.sh
index 793b12dde8b2c..c64b54ca25a43 100755
--- a/ci/scripts/run-e2e-test.sh
+++ b/ci/scripts/run-e2e-test.sh
@@ -80,6 +80,9 @@ RUST_LOG="info,risingwave_stream=info,risingwave_batch=info,risingwave_storage=i
 cluster_start
 # Please make sure the regression is expected before increasing the timeout.
 sqllogictest -p 4566 -d dev './e2e_test/streaming/**/*.slt' --junit "streaming-${profile}"
+if [[ "$mode" != "single-node" ]]; then
+  sqllogictest -p 4566 -d dev './e2e_test/streaming_now/**/*.slt' --junit "streaming-${profile}"
+fi
 sqllogictest -p 4566 -d dev './e2e_test/backfill/sink/different_pk_and_dist_key.slt'
 
 echo "--- Kill cluster"
@@ -92,7 +95,11 @@ sqllogictest -p 4566 -d dev './e2e_test/ddl/**/*.slt' --junit "batch-ddl-${profi
 if [[ "$mode" != "single-node" ]]; then
   sqllogictest -p 4566 -d dev './e2e_test/background_ddl/basic.slt' --junit "batch-ddl-${profile}"
 fi
-sqllogictest -p 4566 -d dev './e2e_test/visibility_mode/*.slt' --junit "batch-${profile}"
+
+if [[ $mode != "single-node" ]]; then
+  sqllogictest -p 4566 -d dev './e2e_test/visibility_mode/*.slt' --junit "batch-${profile}"
+fi
+
 sqllogictest -p 4566 -d dev './e2e_test/ttl/ttl.slt'
 sqllogictest -p 4566 -d dev './e2e_test/database/prepare.slt'
 sqllogictest -p 4566 -d test './e2e_test/database/test.slt'
@@ -118,7 +125,7 @@ sqllogictest -p 4566 -d dev './e2e_test/udf/graceful_shutdown_python.slt'
 # sqllogictest -p 4566 -d dev './e2e_test/udf/retry_python.slt'
 
 echo "--- e2e, $mode, external java udf"
-java -jar udf.jar &
+java --add-opens=java.base/java.nio=org.apache.arrow.memory.core,ALL-UNNAMED -jar udf.jar &
 sleep 1
 sqllogictest -p 4566 -d dev './e2e_test/udf/external_udf.slt'
 pkill java
@@ -285,3 +292,6 @@ if [[ "$mode" == "standalone" ]]; then
   # Make sure any remaining background task exits.
   wait
 fi
+
+echo "--- Upload JUnit test results"
+buildkite-agent artifact upload "*-junit.xml"
diff --git a/ci/scripts/slow-e2e-test.sh b/ci/scripts/slow-e2e-test.sh
index 2fa1c977a9cfa..dc33c2719053b 100755
--- a/ci/scripts/slow-e2e-test.sh
+++ b/ci/scripts/slow-e2e-test.sh
@@ -36,5 +36,5 @@ echo "--- e2e, $mode, slow-udf-tests"
 python3 -m pip install --break-system-packages arrow-udf==0.2.1
 RUST_LOG="info" \
 risedev ci-start "$mode"
-sqllogictest -p 4566 -d dev './e2e_test_slow/udf/always_retry_python.slt'
-sqllogictest -p 4566 -d dev './e2e_test_slow/backfill/rate_limit/slow-udf.slt'
+sqllogictest -p 4566 -d dev './e2e_test/slow_tests/udf/always_retry_python.slt'
+sqllogictest -p 4566 -d dev './e2e_test/slow_tests/backfill/rate_limit/slow-udf.slt'
diff --git a/ci/workflows/main-cron.yml b/ci/workflows/main-cron.yml
index 14f3a23161c80..13c98c6bff9f8 100644
--- a/ci/workflows/main-cron.yml
+++ b/ci/workflows/main-cron.yml
@@ -7,10 +7,6 @@ auto-retry: &auto-retry
 steps:
   - label: "build"
     command: "ci/scripts/build.sh -p ci-release"
-    if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
-      || build.pull_request.labels includes "ci/run-build"
-      || build.env("CI_STEPS") =~ /(^|,)build(,|$$)/
     key: "build"
     plugins:
       - docker-compose#v5.1.0:
@@ -22,10 +18,6 @@ steps:
 
   - label: "build other components"
     command: "ci/scripts/build-other.sh"
-    if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
-      || build.pull_request.labels includes "ci/run-build-other"
-      || build.env("CI_STEPS") =~ /(^|,)build-other(,|$$)/
     key: "build-other"
     plugins:
       - seek-oss/aws-sm#v2.3.1:
@@ -42,10 +34,6 @@ steps:
 
   - label: "build simulation test"
     command: "ci/scripts/build-simulation.sh"
-    if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
-      || build.pull_request.labels includes "ci/run-build-simulation"
-      || build.env("CI_STEPS") =~ /(^|,)build-simulation(,|$$)/
     key: "build-simulation"
     plugins:
       - docker-compose#v5.1.0:
@@ -57,10 +45,6 @@ steps:
 
   - label: "docslt"
     command: "ci/scripts/docslt.sh"
-    if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
-      || build.pull_request.labels includes "ci/run-docslt"
-      || build.env("CI_STEPS") =~ /(^|,)docslt(,|$$)/
     key: "docslt"
     plugins:
       - docker-compose#v5.1.0:
@@ -74,7 +58,7 @@ steps:
     key: "e2e-test-release"
     command: "ci/scripts/cron-e2e-test.sh -p ci-release -m ci-3streaming-2serving-3fe"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-e2e-test"
       || build.env("CI_STEPS") =~ /(^|,)e2e-tests?(,|$$)/
     depends_on:
@@ -94,7 +78,7 @@ steps:
     key: "slow-e2e-test-release"
     command: "ci/scripts/slow-e2e-test.sh -p ci-release -m ci-3streaming-2serving-3fe"
     if: |
-        !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+        !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
         || build.pull_request.labels includes "ci/run-slow-e2e-tests"
         || build.env("CI_STEPS") =~ /(^|,)slow-e2e-tests?(,|$$)/
     depends_on:
@@ -113,7 +97,7 @@ steps:
     key: "e2e-meta-backup-test-release"
     command: "ci/scripts/run-meta-backup-test.sh -p ci-release -m ci-3streaming-2serving-3fe"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-e2e-meta-backup-test"
       || build.env("CI_STEPS") =~ /(^|,)e2e-tests?(,|$$)/
     depends_on:
@@ -133,7 +117,7 @@ steps:
     key: "e2e-test-release-parallel"
     command: "ci/scripts/e2e-test-parallel.sh -p ci-release"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-e2e-parallel-tests"
       || build.env("CI_STEPS") =~ /(^|,)e2e-parallel-tests?(,|$$)/
     depends_on:
@@ -158,7 +142,7 @@ steps:
     key: "e2e-test-release-parallel-memory"
     command: "ci/scripts/e2e-test-parallel-in-memory.sh -p ci-release"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-e2e-parallel-in-memory-tests"
       || build.env("CI_STEPS") =~ /(^|,)e2e-parallel-in-memory-tests?(,|$$)/
     depends_on:
@@ -177,7 +161,7 @@ steps:
     key: "e2e-test-release-source"
     command: "ci/scripts/e2e-source-test.sh -p ci-release"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-e2e-source-tests"
       || build.env("CI_STEPS") =~ /(^|,)e2e-source-tests?(,|$$)/
     depends_on:
@@ -196,7 +180,7 @@ steps:
     key: "e2e-test-release-sink"
     command: "ci/scripts/e2e-sink-test.sh -p ci-release"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-e2e-sink-tests"
       || build.env("CI_STEPS") =~ /(^|,)e2e-sink-tests?(,|$$)/
     depends_on:
@@ -215,7 +199,7 @@ steps:
     key: "fuzz-test"
     command: "ci/scripts/cron-fuzz-test.sh -p ci-release"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-sqlsmith-fuzzing-tests"
       || build.env("CI_STEPS") =~ /(^|,)sqlsmith-fuzzing-tests?(,|$$)/
     depends_on:
@@ -237,7 +221,7 @@ steps:
     key: "unit-test"
     command: "ci/scripts/unit-test.sh"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-unit-test"
       || build.env("CI_STEPS") =~ /(^|,)unit-tests?(,|$$)/
     plugins:
@@ -257,7 +241,7 @@ steps:
     key: "unit-test-deterministic"
     command: "MADSIM_TEST_NUM=100 timeout 30m ci/scripts/deterministic-unit-test.sh"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-unit-test-deterministic-simulation"
       || build.env("CI_STEPS") =~ /(^|,)unit-tests?-deterministic-simulation(,|$$)/
     plugins:
@@ -272,7 +256,7 @@ steps:
     key: "integration-test-deterministic-scale"
     command: "TEST_NUM=60 ci/scripts/deterministic-it-test.sh scale::"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-integration-test-deterministic-simulation"
       || build.env("CI_STEPS") =~ /(^|,)integration-tests?-deterministic-simulation(,|$$)/
     depends_on: "build-simulation"
@@ -289,7 +273,7 @@ steps:
     key: "integration-test-deterministic-recovery"
     command: "TEST_NUM=60 ci/scripts/deterministic-it-test.sh recovery::"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-integration-test-deterministic-simulation"
       || build.env("CI_STEPS") =~ /(^|,)integration-tests?-deterministic-simulation(,|$$)/
     depends_on: "build-simulation"
@@ -306,7 +290,7 @@ steps:
     key: "integration-test-deterministic-backfill"
     command: "TEST_NUM=30 ci/scripts/deterministic-it-test.sh backfill_tests::"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-integration-test-deterministic-simulation"
       || build.env("CI_STEPS") =~ /(^|,)integration-tests?-deterministic-simulation(,|$$)/
     depends_on: "build-simulation"
@@ -323,7 +307,7 @@ steps:
     key: "integration-test-deterministic-storage"
     command: "TEST_NUM=30 ci/scripts/deterministic-it-test.sh storage::"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-integration-test-deterministic-simulation"
       || build.env("CI_STEPS") =~ /(^|,)integration-tests?-deterministic-simulation(,|$$)/
     depends_on: "build-simulation"
@@ -340,7 +324,7 @@ steps:
     key: "integration-test-deterministic-sink"
     command: "TEST_NUM=30 ci/scripts/deterministic-it-test.sh sink::"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-integration-test-deterministic-simulation"
       || build.env("CI_STEPS") =~ /(^|,)integration-tests?-deterministic-simulation(,|$$)/
     depends_on: "build-simulation"
@@ -357,7 +341,7 @@ steps:
     key: "e2e-test-deterministic"
     command: "TEST_NUM=64 timeout 75m ci/scripts/deterministic-e2e-test.sh"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-e2e-test-deterministic-simulation"
       || build.env("CI_STEPS") =~ /(^|,)e2e-tests?-deterministic-simulation(,|$$)/
     depends_on: "build-simulation"
@@ -379,7 +363,7 @@ steps:
     key: "recovery-test-deterministic"
     command: "TEST_NUM=12 KILL_RATE=1.0 BACKGROUND_DDL_RATE=0.0 timeout 65m ci/scripts/deterministic-recovery-test.sh"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-recovery-test-deterministic-simulation"
       || build.env("CI_STEPS") =~ /(^|,)recovery-tests?-deterministic-simulation(,|$$)/
     depends_on: "build-simulation"
@@ -398,7 +382,7 @@ steps:
     key: "background-ddl-arrangement-backfill-recovery-test-deterministic"
     command: "TEST_NUM=12 KILL_RATE=1.0 BACKGROUND_DDL_RATE=0.8 USE_ARRANGEMENT_BACKFILL=--use-arrangement-backfill timeout 65m ci/scripts/deterministic-recovery-test.sh"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-recovery-test-deterministic-simulation"
       || build.env("CI_STEPS") =~ /(^|,)recovery-tests?-deterministic-simulation(,|$$)/
     depends_on: "build-simulation"
@@ -416,7 +400,7 @@ steps:
     key: "e2e-iceberg-sink-test"
     command: "ci/scripts/e2e-iceberg-sink-test.sh -p ci-release"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-e2e-iceberg-sink-tests"
       || build.env("CI_STEPS") =~ /(^|,)e2e-iceberg-sink-tests?(,|$$)/
     depends_on:
@@ -436,7 +420,7 @@ steps:
     key: "e2e-iceberg-sink-v2-test"
     command: "ci/scripts/e2e-iceberg-sink-v2-test.sh -p ci-release"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-e2e-iceberg-sink-v2-tests"
       || build.env("CI_STEPS") =~ /(^|,)e2e-iceberg-sink-v2-tests?(,|$$)/
     depends_on:
@@ -455,7 +439,7 @@ steps:
     key: "e2e-java-binding-tests"
     command: "ci/scripts/java-binding-test.sh -p ci-release"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-e2e-java-binding-tests"
       || build.env("CI_STEPS") =~ /(^|,)e2e-java-binding-tests?(,|$$)/
     depends_on:
@@ -476,7 +460,7 @@ steps:
     key: "s3-v2-source-check-aws-json-parser"
     command: "ci/scripts/s3-source-test.sh -p ci-release -s fs_source_v2.py -t json"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-s3-source-tests"
       || build.env("CI_STEPS") =~ /(^|,)s3-source-tests?(,|$$)/
     depends_on: build
@@ -498,7 +482,7 @@ steps:
     key: "s3-v2-source-batch-read-check-aws-json-parser"
     command: "ci/scripts/s3-source-test.sh -p ci-release -s fs_source_batch.py -t json"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-s3-source-tests"
       || build.env("CI_STEPS") =~ /(^|,)s3-source-tests?(,|$$)/
     depends_on: build
@@ -520,7 +504,7 @@ steps:
     key: "s3-v2-source-check-aws-csv-parser"
     command: "ci/scripts/s3-source-test.sh -p ci-release -s fs_source_v2.py -t csv_without_header"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-s3-source-tests"
       || build.env("CI_STEPS") =~ /(^|,)s3-source-tests?(,|$$)/
     depends_on: build
@@ -542,7 +526,7 @@ steps:
     key: "s3-source-test-for-opendal-fs-engine-csv-parser"
     command: "ci/scripts/s3-source-test.sh -p ci-release -s posix_fs_source.py -t csv_without_header"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-s3-source-tests"
       || build.env("CI_STEPS") =~ /(^|,)s3-source-tests?(,|$$)/
     depends_on: build
@@ -560,7 +544,7 @@ steps:
   #   key: "s3-source-test-for-opendal-fs-engine"
   #   command: "ci/scripts/s3-source-test-for-opendal-fs-engine.sh -p ci-release -s gcs_source.py"
   #   if: |
-  #     !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+  #     !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
   #     || build.pull_request.labels includes "ci/run-s3-source-tests"
   #     || build.env("CI_STEPS") =~ /(^|,)s3-source-tests?(,|$$)/
   #   depends_on: build
@@ -582,7 +566,7 @@ steps:
     key: "pulsar-source-tests"
     command: "ci/scripts/pulsar-source-test.sh -p ci-release"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-pulsar-source-tests"
       || build.env("CI_STEPS") =~ /(^|,)pulsar-source-tests?(,|$$)/
     depends_on:
@@ -607,7 +591,7 @@ steps:
     key: "run-micro-benchmarks"
     command: "ci/scripts/run-micro-benchmarks.sh"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-micro-benchmarks"
       || build.env("CI_STEPS") =~ /(^|,)micro-benchmarks?(,|$$)/
     plugins:
@@ -622,7 +606,7 @@ steps:
     key: "upload-micro-benchmarks"
     if: |
       build.branch == "main"
-      || !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      || !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-micro-benchmarks"
       || build.env("CI_STEPS") =~ /(^|,)micro-benchmarks?(,|$$)/
     command:
@@ -647,7 +631,7 @@ steps:
     key: "backwards-compat-tests"
     command: "VERSION_OFFSET={{matrix.version_offset}} RW_COMMIT=$BUILDKITE_COMMIT ci/scripts/backwards-compat-test.sh -p ci-release"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-backwards-compat-tests"
       || build.env("CI_STEPS") =~ /(^|,)backwards?-compat-tests?(,|$$)/
     depends_on:
@@ -681,7 +665,7 @@ steps:
     key: "sqlsmith-differential-tests"
     command: "ci/scripts/sqlsmith-differential-test.sh -p ci-release"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-sqlsmith-differential-tests"
       || build.env("CI_STEPS") =~ /(^|,)sqlsmith-differential-tests?(,|$$)/
     depends_on:
@@ -697,7 +681,7 @@ steps:
     key: "backfill-tests"
     command: "BUILDKITE=${BUILDKITE:-} ci/scripts/backfill-test.sh -p ci-release"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-backfill-tests"
       || build.env("CI_STEPS") =~ /(^|,)backfill-tests?(,|$$)/
     depends_on:
@@ -715,7 +699,7 @@ steps:
     key: "e2e-standalone-binary-tests"
     command: "ci/scripts/e2e-test.sh -p ci-release -m standalone"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-e2e-standalone-tests"
       || build.env("CI_STEPS") =~ /(^|,)e2e-standalone-tests?(,|$$)/
     depends_on:
@@ -735,7 +719,7 @@ steps:
     key: "e2e-single-node-binary-tests"
     command: "ci/scripts/e2e-test.sh -p ci-release -m single-node"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-e2e-single-node-tests"
       || build.env("CI_STEPS") =~ /(^|,)e2e-single-node-tests?(,|$$)/
     depends_on:
@@ -755,7 +739,7 @@ steps:
     key: "e2e-test-opendal-parallel"
     command: "ci/scripts/e2e-test-parallel-for-opendal.sh -p ci-release"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-e2e-parallel-tests-for-opendal"
       || build.env("CI_STEPS") =~ /(^|,)e2e-parallel-tests?-for-opendal(,|$$)/
     depends_on:
@@ -774,7 +758,7 @@ steps:
     key: "e2e-deltalake-sink-rust-tests"
     command: "ci/scripts/e2e-deltalake-sink-rust-test.sh -p ci-release"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-e2e-deltalake-sink-rust-tests"
       || build.env("CI_STEPS") =~ /(^|,)e2e-deltalake-sink-rust-tests?(,|$$)/
     depends_on:
@@ -793,7 +777,7 @@ steps:
     key: "e2e-redis-sink-tests"
     command: "ci/scripts/e2e-redis-sink-test.sh -p ci-release"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-e2e-redis-sink-tests"
       || build.env("CI_STEPS") =~ /(^|,)e2e-redis-sink-tests?(,|$$)/
     depends_on:
@@ -812,7 +796,7 @@ steps:
     key: "e2e-doris-sink-tests"
     command: "ci/scripts/e2e-doris-sink-test.sh -p ci-release"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-e2e-doris-sink-tests"
       || build.env("CI_STEPS") =~ /(^|,)e2e-doris-sink-tests?(,|$$)/
     depends_on:
@@ -831,7 +815,7 @@ steps:
     key: "e2e-starrocks-sink-tests"
     command: "ci/scripts/e2e-starrocks-sink-test.sh -p ci-release"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-e2e-starrocks-sink-tests"
       || build.env("CI_STEPS") =~ /(^|,)e2e-starrocks-sink-tests?(,|$$)/
     depends_on:
@@ -850,7 +834,7 @@ steps:
     key: "e2e-cassandra-sink-tests"
     command: "ci/scripts/e2e-cassandra-sink-test.sh -p ci-release"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-e2e-cassandra-sink-tests"
       || build.env("CI_STEPS") =~ /(^|,)e2e-cassandra-sink-tests?(,|$$)/
     depends_on:
@@ -869,7 +853,7 @@ steps:
     key: "e2e-clickhouse-sink-tests"
     command: "ci/scripts/e2e-clickhouse-sink-test.sh -p ci-release"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-e2e-clickhouse-sink-tests"
       || build.env("CI_STEPS") =~ /(^|,)e2e-clickhouse-sink-tests?(,|$$)/
     depends_on:
@@ -884,11 +868,30 @@ steps:
     timeout_in_minutes: 10
     retry: *auto-retry
 
+  - label: "end-to-end sqlserver sink test"
+    key: "e2e-sqlserver-sink-tests"
+    command: "ci/scripts/e2e-sqlserver-sink-test.sh -p ci-release"
+    if: |
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
+      || build.pull_request.labels includes "ci/run-e2e-sqlserver-sink-tests"
+      || build.env("CI_STEPS") =~ /(^|,)e2e-sqlserver-sink-tests?(,|$$)/
+    depends_on:
+      - "build"
+      - "build-other"
+    plugins:
+      - docker-compose#v5.1.0:
+          run: sink-test-env
+          config: ci/docker-compose.yml
+          mount-buildkite-agent: true
+      - ./ci/plugins/upload-failure-logs
+    timeout_in_minutes: 10
+    retry: *auto-retry
+
   - label: "end-to-end pulsar sink test"
     key: "e2e-pulsar-sink-tests"
     command: "ci/scripts/e2e-pulsar-sink-test.sh -p ci-release"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-e2e-pulsar-sink-tests"
       || build.env("CI_STEPS") =~ /(^|,)e2e-pulsar-sink-tests?(,|$$)/
     depends_on:
@@ -907,7 +910,7 @@ steps:
     key: "e2e-mqtt-sink-tests"
     command: "ci/scripts/e2e-mqtt-sink-test.sh -p ci-release"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-e2e-mqtt-sink-tests"
       || build.env("CI_STEPS") =~ /(^|,)e2e-mqtt-sink-tests?(,|$$)/
     depends_on:
@@ -922,11 +925,30 @@ steps:
     timeout_in_minutes: 10
     retry: *auto-retry
 
+  - label: "end-to-end mongodb sink test"
+    key: "e2e-mongodb-sink-tests"
+    command: "ci/scripts/e2e-mongodb-sink-test.sh -p ci-release"
+    if: |
+      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      || build.pull_request.labels includes "ci/run-e2e-mongodb-sink-tests"
+      || build.env("CI_STEPS") =~ /(^|,)e2e-mongodb-sink-tests?(,|$$)/
+    depends_on:
+      - "build"
+      - "build-other"
+    plugins:
+      - docker-compose#v5.1.0:
+          run: sink-test-env
+          config: ci/docker-compose.yml
+          mount-buildkite-agent: true
+      - ./ci/plugins/upload-failure-logs
+    timeout_in_minutes: 10
+    retry: *auto-retry
+
   - label: "connector node integration test Java {{matrix.java_version}}"
     key: "connector-node-integration-test"
     command: "ci/scripts/connector-node-integration-test.sh -p ci-release -v {{matrix.java_version}}"
     if: |
-      !(build.pull_request.labels includes "ci/main-cron/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-connector-node-integration-tests"
       || build.env("CI_STEPS") =~ /(^|,)connector-node-integration-tests?(,|$$)/
     depends_on:
diff --git a/ci/workflows/pull-request.yml b/ci/workflows/pull-request.yml
index 3a4e87307231d..ae8db23bbeb81 100644
--- a/ci/workflows/pull-request.yml
+++ b/ci/workflows/pull-request.yml
@@ -34,10 +34,6 @@ steps:
   - label: "build"
     command: "ci/scripts/build.sh -p ci-dev"
     key: "build"
-    if: |
-      !(build.pull_request.labels includes "ci/skip-ci") && build.env("CI_STEPS") == null
-      || build.pull_request.labels includes "ci/run-build"
-      || build.env("CI_STEPS") =~ /(^|,)build(,|$$)/
     plugins:
       - gencer/cache#v2.4.10: *cargo-cache
       - docker-compose#v5.1.0:
@@ -50,10 +46,6 @@ steps:
   - label: "build other components"
     command: "ci/scripts/build-other.sh"
     key: "build-other"
-    if: |
-      !(build.pull_request.labels includes "ci/skip-ci") && build.env("CI_STEPS") == null
-      || build.pull_request.labels includes "ci/run-build-other"
-      || build.env("CI_STEPS") =~ /(^|,)build-other(,|$$)/
     plugins:
       - gencer/cache#v2.4.10: *cargo-cache
       - seek-oss/aws-sm#v2.3.1:
@@ -71,10 +63,6 @@ steps:
   - label: "build (deterministic simulation)"
     command: "ci/scripts/build-simulation.sh"
     key: "build-simulation"
-    if: |
-      !(build.pull_request.labels includes "ci/skip-ci") && build.env("CI_STEPS") == null
-      || build.pull_request.labels includes "ci/run-build-simulation"
-      || build.env("CI_STEPS") =~ /(^|,)build-simulation(,|$$)/
     plugins:
       - gencer/cache#v2.4.10: *cargo-cache
       - docker-compose#v5.1.0:
@@ -86,10 +74,6 @@ steps:
   - label: "docslt"
     command: "ci/scripts/docslt.sh"
     key: "docslt"
-    if: |
-      !(build.pull_request.labels includes "ci/skip-ci") && build.env("CI_STEPS") == null
-      || build.pull_request.labels includes "ci/run-docslt"
-      || build.env("CI_STEPS") =~ /(^|,)docslt(,|$$)/
     plugins:
       - gencer/cache#v2.4.10: *cargo-cache
       - docker-compose#v5.1.0:
@@ -102,7 +86,7 @@ steps:
   - label: "end-to-end test"
     command: "ci/scripts/e2e-test.sh -p ci-dev -m ci-3streaming-2serving-3fe"
     if: |
-      !(build.pull_request.labels includes "ci/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/pr/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-e2e-test"
       || build.env("CI_STEPS") =~ /(^|,)e2e-tests?(,|$$)/
     depends_on:
@@ -122,7 +106,7 @@ steps:
     key: "slow-e2e-test"
     command: "ci/scripts/slow-e2e-test.sh -p ci-dev -m ci-3streaming-2serving-3fe"
     if: |
-      !(build.pull_request.labels includes "ci/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/pr/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-slow-e2e-tests"
       || build.env("CI_STEPS") =~ /(^|,)slow-e2e-tests?(,|$$)/
     depends_on:
@@ -137,10 +121,28 @@ steps:
     timeout_in_minutes: 8
     retry: *auto-retry
 
+  - label: "meta backup test"
+    key: "e2e-meta-backup-test"
+    command: "ci/scripts/run-meta-backup-test.sh -p ci-dev -m ci-3streaming-2serving-3fe"
+    if: |
+      build.pull_request.labels includes "ci/run-e2e-meta-backup-test"
+    depends_on:
+      - "build"
+      - "build-other"
+      - "docslt"
+    plugins:
+      - docker-compose#v5.1.0:
+          run: rw-build-env
+          config: ci/docker-compose.yml
+          mount-buildkite-agent: true
+      - ./ci/plugins/upload-failure-logs
+    timeout_in_minutes: 45
+    retry: *auto-retry
+
   - label: "end-to-end test (parallel)"
     command: "ci/scripts/e2e-test-parallel.sh -p ci-dev"
     if: |
-      !(build.pull_request.labels includes "ci/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/pr/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-e2e-parallel-tests"
       || build.env("CI_STEPS") =~ /(^|,)e2e-parallel-tests?(,|$$)/
     depends_on:
@@ -152,7 +154,7 @@ steps:
           config: ci/docker-compose.yml
           mount-buildkite-agent: true
       - ./ci/plugins/upload-failure-logs
-    timeout_in_minutes: 16
+    timeout_in_minutes: 17
     retry: *auto-retry
 
   - label: "end-to-end test for opendal (parallel)"
@@ -186,7 +188,7 @@ steps:
   - label: "end-to-end source test"
     command: "ci/scripts/e2e-source-test.sh -p ci-dev"
     if: |
-      !(build.pull_request.labels includes "ci/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/pr/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-e2e-source-tests"
       || build.env("CI_STEPS") =~ /(^|,)e2e-source-tests?(,|$$)/
     depends_on:
@@ -205,7 +207,7 @@ steps:
   - label: "end-to-end sink test"
     command: "ci/scripts/e2e-sink-test.sh -p ci-dev"
     if: |
-      !(build.pull_request.labels includes "ci/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/pr/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-e2e-sink-tests"
       || build.env("CI_STEPS") =~ /(^|,)e2e-sink-tests?(,|$$)/
     depends_on:
@@ -331,6 +333,21 @@ steps:
     timeout_in_minutes: 10
     retry: *auto-retry
 
+  - label: "end-to-end sqlserver sink test"
+    if: build.pull_request.labels includes "ci/run-e2e-sqlserver-sink-tests" || build.env("CI_STEPS") =~ /(^|,)e2e-sqlserver-sink-tests?(,|$$)/
+    command: "ci/scripts/e2e-sqlserver-sink-test.sh -p ci-dev"
+    depends_on:
+      - "build"
+      - "build-other"
+    plugins:
+      - docker-compose#v5.1.0:
+          run: sink-test-env
+          config: ci/docker-compose.yml
+          mount-buildkite-agent: true
+      - ./ci/plugins/upload-failure-logs
+    timeout_in_minutes: 10
+    retry: *auto-retry
+
   - label: "end-to-end deltalake sink test"
     if: build.pull_request.labels includes "ci/run- e2e-deltalake-sink-rust-tests" || build.env("CI_STEPS") =~ /(^|,) e2e-deltalake-sink-rust-tests?(,|$$)/
     command: "ci/scripts/e2e-deltalake-sink-rust-test.sh -p ci-dev"
@@ -406,6 +423,21 @@ steps:
     timeout_in_minutes: 10
     retry: *auto-retry
 
+  - label: "end-to-end mongodb sink test"
+    if: build.pull_request.labels includes "ci/run-e2e-mongodb-sink-tests" || build.env("CI_STEPS") =~ /(^|,) e2e-mongodb-sink-tests?(,|$$)/
+    command: "ci/scripts/e2e-mongodb-sink-test.sh -p ci-dev"
+    depends_on:
+      - "build"
+      - "build-other"
+    plugins:
+      - docker-compose#v5.1.0:
+          run: sink-test-env
+          config: ci/docker-compose.yml
+          mount-buildkite-agent: true
+      - ./ci/plugins/upload-failure-logs
+    timeout_in_minutes: 10
+    retry: *auto-retry
+
   - label: "e2e java-binding test"
     if: build.pull_request.labels includes "ci/run-java-binding-tests" || build.env("CI_STEPS") =~ /(^|,)java-binding-tests?(,|$$)/
     command: "ci/scripts/java-binding-test.sh -p ci-dev"
@@ -424,7 +456,7 @@ steps:
   - label: "regress test"
     command: "ci/scripts/regress-test.sh -p ci-dev"
     if: |
-      !(build.pull_request.labels includes "ci/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/pr/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-regress-test"
       || build.env("CI_STEPS") =~ /(^|,)regress-tests?(,|$$)/
     depends_on: "build"
@@ -443,7 +475,7 @@ steps:
   - label: "unit test"
     command: "ci/scripts/pr-unit-test.sh"
     if: |
-      !(build.pull_request.labels includes "ci/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/pr/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-unit-test"
       || build.env("CI_STEPS") =~ /(^|,)unit-tests?(,|$$)/
     plugins:
@@ -463,7 +495,7 @@ steps:
   - label: "check"
     command: "ci/scripts/check.sh"
     if: |
-      !(build.pull_request.labels includes "ci/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/pr/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-check"
       || build.env("CI_STEPS") =~ /(^|,)check(,|$$)/
     plugins:
@@ -477,7 +509,7 @@ steps:
   - label: "check dylint"
     command: "ci/scripts/check-dylint.sh"
     if: |
-      !(build.pull_request.labels includes "ci/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/pr/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-check"
       || build.env("CI_STEPS") =~ /(^|,)check(,|$$)/
     plugins:
@@ -491,7 +523,7 @@ steps:
   - label: "unit test (deterministic simulation)"
     command: "ci/scripts/deterministic-unit-test.sh"
     if: |
-      !(build.pull_request.labels includes "ci/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/pr/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-unit-test-deterministic-simulation"
       || build.env("CI_STEPS") =~ /(^|,)unit-tests?-deterministic-simulation(,|$$)/
     plugins:
@@ -506,7 +538,7 @@ steps:
   - label: "integration test (deterministic simulation)"
     command: "TEST_NUM=5 ci/scripts/deterministic-it-test.sh"
     if: |
-      !(build.pull_request.labels includes "ci/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/pr/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-integration-test-deterministic-simulation"
       || build.env("CI_STEPS") =~ /(^|,)integration-tests?-deterministic-simulation(,|$$)/
     depends_on: "build-simulation"
@@ -522,7 +554,7 @@ steps:
   - label: "end-to-end test (deterministic simulation)"
     command: "TEST_NUM=16 ci/scripts/deterministic-e2e-test.sh"
     if: |
-      !(build.pull_request.labels includes "ci/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/pr/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-e2e-test-deterministic-simulation"
       || build.env("CI_STEPS") =~ /(^|,)e2e-tests?-deterministic-simulation(,|$$)/
     depends_on: "build-simulation"
@@ -544,7 +576,7 @@ steps:
   - label: "recovery test (deterministic simulation)"
     command: "TEST_NUM=8 KILL_RATE=1.0 BACKGROUND_DDL_RATE=0.0 ci/scripts/deterministic-recovery-test.sh"
     if: |
-      !(build.pull_request.labels includes "ci/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/pr/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-recovery-test-deterministic-simulation"
       || build.env("CI_STEPS") =~ /(^|,)recovery-tests?-deterministic-simulation(,|$$)/
     depends_on: "build-simulation"
@@ -568,7 +600,7 @@ steps:
   - label: "misc check"
     command: "ci/scripts/misc-check.sh"
     if: |
-      !(build.pull_request.labels includes "ci/skip-ci") && build.env("CI_STEPS") == null
+      !(build.pull_request.labels includes "ci/pr/run-selected") && build.env("CI_STEPS") == null
       || build.pull_request.labels includes "ci/run-misc-check"
       || build.env("CI_STEPS") =~ /(^|,)misc-check(,|$$)/
     plugins:
@@ -786,10 +818,10 @@ steps:
     timeout_in_minutes: 15
     retry: *auto-retry
 
-  - label: "enable ci/skip-ci only in draft PRs"
-    if: build.pull_request.labels includes "ci/skip-ci" && !build.pull_request.draft
+  - label: "enable ci/pr/run-selected only in draft PRs"
+    if: build.pull_request.labels includes "ci/pr/run-selected" && !build.pull_request.draft
     commands:
-      - echo "ci/skip-ci is only usable for draft Pull Requests"
+      - echo "ci/pr/run-selected is only usable for draft Pull Requests"
       - exit 1
 
   - label: "micro benchmark"
diff --git a/dashboard/package-lock.json b/dashboard/package-lock.json
index 5bf9ae127252e..c06e209600477 100644
--- a/dashboard/package-lock.json
+++ b/dashboard/package-lock.json
@@ -3870,12 +3870,12 @@
       }
     },
     "node_modules/braces": {
-      "version": "3.0.2",
-      "resolved": "https://registry.npmjs.org/braces/-/braces-3.0.2.tgz",
-      "integrity": "sha512-b8um+L1RzM3WDSzvhm6gIz1yfTbBt6YTlcEKAvsmqCZZFw46z626lVj9j1yEPW33H5H+lBQpZMP1k8l+78Ha0A==",
+      "version": "3.0.3",
+      "resolved": "https://registry.npmjs.org/braces/-/braces-3.0.3.tgz",
+      "integrity": "sha512-yQbXgO/OSZVD2IsiLlro+7Hf6Q18EJrKSEsdoMzKePKXct3gvD8oLcOQdIzGupr5Fj+EDe8gO/lxc1BzfMpxvA==",
       "dev": true,
       "dependencies": {
-        "fill-range": "^7.0.1"
+        "fill-range": "^7.1.1"
       },
       "engines": {
         "node": ">=8"
@@ -6325,9 +6325,9 @@
       }
     },
     "node_modules/fill-range": {
-      "version": "7.0.1",
-      "resolved": "https://registry.npmjs.org/fill-range/-/fill-range-7.0.1.tgz",
-      "integrity": "sha512-qOo9F+dMUmC2Lcb4BbVvnKJxTPjCm+RRpe4gDuGrzkL7mEVl/djYSu2OdQ2Pa302N4oqkSg9ir6jaLWJ2USVpQ==",
+      "version": "7.1.1",
+      "resolved": "https://registry.npmjs.org/fill-range/-/fill-range-7.1.1.tgz",
+      "integrity": "sha512-YsGpe3WHLK8ZYi4tWDg2Jy3ebRz2rXowDxnld4bkQB00cc/1Zw9AWnC0i9ztDJitivtQvaI9KaLyKrc+hBW0yg==",
       "dev": true,
       "dependencies": {
         "to-regex-range": "^5.0.1"
@@ -11513,16 +11513,16 @@
       "devOptional": true
     },
     "node_modules/ws": {
-      "version": "8.8.1",
-      "resolved": "https://registry.npmjs.org/ws/-/ws-8.8.1.tgz",
-      "integrity": "sha512-bGy2JzvzkPowEJV++hF07hAD6niYSr0JzBNo/J29WsB57A2r7Wlc1UFcTR9IzrPvuNVO4B8LGqF8qcpsVOhJCA==",
+      "version": "8.17.1",
+      "resolved": "https://registry.npmjs.org/ws/-/ws-8.17.1.tgz",
+      "integrity": "sha512-6XQFvXTkbfUOZOKKILFG1PDK2NDQs4azKQl26T0YS5CxqWLgXajbPZ+h4gZekJyRqFU8pvnbAbbs/3TgRPy+GQ==",
       "optional": true,
       "engines": {
         "node": ">=10.0.0"
       },
       "peerDependencies": {
         "bufferutil": "^4.0.1",
-        "utf-8-validate": "^5.0.2"
+        "utf-8-validate": ">=5.0.2"
       },
       "peerDependenciesMeta": {
         "bufferutil": {
@@ -14516,12 +14516,12 @@
       }
     },
     "braces": {
-      "version": "3.0.2",
-      "resolved": "https://registry.npmjs.org/braces/-/braces-3.0.2.tgz",
-      "integrity": "sha512-b8um+L1RzM3WDSzvhm6gIz1yfTbBt6YTlcEKAvsmqCZZFw46z626lVj9j1yEPW33H5H+lBQpZMP1k8l+78Ha0A==",
+      "version": "3.0.3",
+      "resolved": "https://registry.npmjs.org/braces/-/braces-3.0.3.tgz",
+      "integrity": "sha512-yQbXgO/OSZVD2IsiLlro+7Hf6Q18EJrKSEsdoMzKePKXct3gvD8oLcOQdIzGupr5Fj+EDe8gO/lxc1BzfMpxvA==",
       "dev": true,
       "requires": {
-        "fill-range": "^7.0.1"
+        "fill-range": "^7.1.1"
       }
     },
     "browser-process-hrtime": {
@@ -16350,9 +16350,9 @@
       }
     },
     "fill-range": {
-      "version": "7.0.1",
-      "resolved": "https://registry.npmjs.org/fill-range/-/fill-range-7.0.1.tgz",
-      "integrity": "sha512-qOo9F+dMUmC2Lcb4BbVvnKJxTPjCm+RRpe4gDuGrzkL7mEVl/djYSu2OdQ2Pa302N4oqkSg9ir6jaLWJ2USVpQ==",
+      "version": "7.1.1",
+      "resolved": "https://registry.npmjs.org/fill-range/-/fill-range-7.1.1.tgz",
+      "integrity": "sha512-YsGpe3WHLK8ZYi4tWDg2Jy3ebRz2rXowDxnld4bkQB00cc/1Zw9AWnC0i9ztDJitivtQvaI9KaLyKrc+hBW0yg==",
       "dev": true,
       "requires": {
         "to-regex-range": "^5.0.1"
@@ -20080,9 +20080,9 @@
       "devOptional": true
     },
     "ws": {
-      "version": "8.8.1",
-      "resolved": "https://registry.npmjs.org/ws/-/ws-8.8.1.tgz",
-      "integrity": "sha512-bGy2JzvzkPowEJV++hF07hAD6niYSr0JzBNo/J29WsB57A2r7Wlc1UFcTR9IzrPvuNVO4B8LGqF8qcpsVOhJCA==",
+      "version": "8.17.1",
+      "resolved": "https://registry.npmjs.org/ws/-/ws-8.17.1.tgz",
+      "integrity": "sha512-6XQFvXTkbfUOZOKKILFG1PDK2NDQs4azKQl26T0YS5CxqWLgXajbPZ+h4gZekJyRqFU8pvnbAbbs/3TgRPy+GQ==",
       "optional": true,
       "requires": {}
     },
diff --git a/dashboard/pages/await_tree.tsx b/dashboard/pages/await_tree.tsx
index 8163d4acc23c6..6babcccf7e91a 100644
--- a/dashboard/pages/await_tree.tsx
+++ b/dashboard/pages/await_tree.tsx
@@ -88,10 +88,14 @@ export default function AwaitTreeDump() {
         .join("\n")
       const barrierWorkerState = _(response.barrierWorkerState)
         .entries()
-        .map(([k, v]) => `[BarrierWorkerState ${k}]\n${v}`)
+        .map(([k, v]) => `[BarrierWorkerState (Worker ${k})]\n${v}`)
+        .join("\n")
+      const jvmStackTraces = _(response.jvmStackTraces)
+        .entries()
+        .map(([k, v]) => `[JVM (Worker ${k})]\n${v}`)
         .join("\n")
 
-      result = `${title}\n\n${actorTraces}\n${rpcTraces}\n${compactionTraces}\n${barrierTraces}\n${barrierWorkerState}`
+      result = `${title}\n\n${actorTraces}\n${rpcTraces}\n${compactionTraces}\n${barrierTraces}\n${barrierWorkerState}\n\n${jvmStackTraces}`
     } catch (e: any) {
       result = `${title}\n\nERROR: ${e.message}\n${e.cause}`
     }
diff --git a/docker/dashboards/risingwave-dev-dashboard.json b/docker/dashboards/risingwave-dev-dashboard.json
index d991a6c2a5c35..27be4e01101fd 100644
--- a/docker/dashboards/risingwave-dev-dashboard.json
+++ b/docker/dashboards/risingwave-dev-dashboard.json
@@ -1 +1 @@
-{"__inputs":[],"annotations":{"list":[]},"description":"RisingWave Dev Dashboard","editable":true,"gnetId":null,"graphTooltip":0,"hideControls":false,"id":null,"links":[],"panels":[{"cacheTimeout":null,"collapsed":true,"datasource":null,"description":null,"editable":true,"error":false,"fieldConfig":{"defaults":{"thresholds":{"mode":"absolute","steps":[]}}},"gridPos":{"h":1,"w":24,"x":0,"y":0},"height":null,"hideTimeOverride":false,"id":1,"interval":null,"links":[],"maxDataPoints":100,"maxPerRow":null,"minSpan":null,"panels":[{"cacheTimeout":null,"color":{"mode":"thresholds"},"columns":[],"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"description":"Information about actors","editable":true,"error":false,"fieldConfig":{"defaults":{"custom":{"align":"auto","displayMode":"auto","filterable":true},"thresholds":{"mode":"absolute","steps":[]}},"overrides":[]},"fontSize":"100%","gridPos":{"h":8,"w":12,"x":0,"y":0},"height":null,"hideTimeOverride":false,"id":2,"interval":null,"links":[],"mappings":[],"maxDataPoints":100,"maxPerRow":null,"minSpan":null,"options":{"showHeader":true},"repeat":null,"repeatDirection":null,"span":6,"targets":[{"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"expr":"group(actor_info{job=~\"$job\",instance=~\"$node\"}) by (actor_id, fragment_id, compute_node)","format":"table","hide":false,"instant":true,"interval":"","intervalFactor":2,"legendFormat":"","metric":"","query":"group(actor_info{job=~\"$job\",instance=~\"$node\"}) by (actor_id, fragment_id, compute_node)","refId":"","step":10,"target":""}],"timeFrom":null,"timeShift":null,"title":"Actor Info","transformations":[{"id":"organize","options":{"excludeByName":{"Time":true,"Value":true},"indexByName":{"actor_id":0,"compute_node":2,"fragment_id":1}}}],"transparent":false,"type":"table"},{"cacheTimeout":null,"color":{"mode":"thresholds"},"columns":[],"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"description":"Information about state tables. Column `materialized_view_id` is the id of the materialized view that this state table belongs to.","editable":true,"error":false,"fieldConfig":{"defaults":{"custom":{"align":"auto","displayMode":"auto","filterable":true},"thresholds":{"mode":"absolute","steps":[]}},"overrides":[]},"fontSize":"100%","gridPos":{"h":8,"w":12,"x":12,"y":0},"height":null,"hideTimeOverride":false,"id":3,"interval":null,"links":[],"mappings":[],"maxDataPoints":100,"maxPerRow":null,"minSpan":null,"options":{"showHeader":true},"repeat":null,"repeatDirection":null,"span":6,"targets":[{"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"expr":"group(table_info{job=~\"$job\",instance=~\"$node\"}) by (table_id, table_name, table_type, materialized_view_id, fragment_id, compaction_group_id)","format":"table","hide":false,"instant":true,"interval":"","intervalFactor":2,"legendFormat":"","metric":"","query":"group(table_info{job=~\"$job\",instance=~\"$node\"}) by (table_id, table_name, table_type, materialized_view_id, fragment_id, compaction_group_id)","refId":"","step":10,"target":""}],"timeFrom":null,"timeShift":null,"title":"State Table Info","transformations":[{"id":"organize","options":{"excludeByName":{"Time":true,"Value":true},"indexByName":{"compaction_group_id":5,"fragment_id":4,"materialized_view_id":3,"table_id":0,"table_name":1,"table_type":2}}}],"transparent":false,"type":"table"},{"cacheTimeout":null,"color":{"mode":"thresholds"},"columns":[],"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"description":"Actor count per compute node","editable":true,"error":false,"fieldConfig":{"defaults":{"custom":{"align":"auto","displayMode":"auto","filterable":true},"thresholds":{"mode":"absolute","steps":[]}},"overrides":[]},"fontSize":"100%","gridPos":{"h":8,"w":12,"x":0,"y":8},"height":null,"hideTimeOverride":false,"id":4,"interval":null,"links":[],"mappings":[],"maxDataPoints":100,"maxPerRow":null,"minSpan":null,"options":{"showHeader":true},"repeat":null,"repeatDirection":null,"span":6,"targets":[{"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"expr":"count(actor_info{job=~\"$job\",instance=~\"$node\"}) by (compute_node)","format":"table","hide":false,"instant":true,"interval":"","intervalFactor":2,"legendFormat":"","metric":"","query":"count(actor_info{job=~\"$job\",instance=~\"$node\"}) by (compute_node)","refId":"","step":10,"target":""}],"timeFrom":null,"timeShift":null,"title":"Actor Count (Group By Compute Node)","transformations":[{"id":"organize","options":{"excludeByName":{"Time":true},"indexByName":{"compaction_group_id":5,"fragment_id":4,"materialized_view_id":3,"table_id":0,"table_name":1,"table_type":2}}}],"transparent":false,"type":"table"}],"repeat":null,"repeatDirection":null,"span":null,"targets":[],"timeFrom":null,"timeShift":null,"title":"Actor/Table Id Info","transformations":[],"transparent":false,"type":"row"},{"cacheTimeout":null,"collapsed":true,"datasource":null,"description":null,"editable":true,"error":false,"fieldConfig":{"defaults":{"thresholds":{"mode":"absolute","steps":[]}}},"gridPos":{"h":1,"w":24,"x":0,"y":1},"height":null,"hideTimeOverride":false,"id":5,"interval":null,"links":[],"maxDataPoints":100,"maxPerRow":null,"minSpan":null,"panels":[{"cacheTimeout":null,"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"description":"The number of each type of RisingWave components alive.","editable":true,"error":false,"fieldConfig":{"defaults":{"color":{"mode":"palette-classic"},"custom":{"axisLabel":"","axisPlacement":"auto","barAlignment":0,"drawStyle":"line","fillOpacity":10,"gradientMode":"none","hideFrom":{"legend":false,"tooltip":false,"viz":false},"lineInterpolation":"linear","lineWidth":1,"pointSize":5,"scaleDistribution":{"log":2,"type":"linear"},"showPoints":"auto","spanNulls":false,"stacking":{},"thresholdsStyle":{"mode":"off"}},"mappings":[],"thresholds":{"mode":"absolute","steps":[]},"unit":""},"overrides":[]},"gridPos":{"h":8,"w":12,"x":0,"y":0},"height":null,"hideTimeOverride":false,"id":6,"interval":"1s","links":[],"maxDataPoints":1000,"maxPerRow":null,"minSpan":null,"options":{"legend":{"calcs":["last"],"displayMode":"table","placement":"bottom"},"tooltip":{"mode":"single"}},"repeat":null,"repeatDirection":null,"span":null,"targets":[{"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"expr":"sum(worker_num{job=~\"$job\",instance=~\"$node\"}) by (worker_type)","format":"time_series","hide":false,"instant":false,"interval":"","intervalFactor":2,"legendFormat":"{{worker_type}}","metric":"","query":"sum(worker_num{job=~\"$job\",instance=~\"$node\"}) by (worker_type)","refId":"","step":10,"target":""}],"timeFrom":null,"timeShift":null,"title":"Node Count","transformations":[],"transparent":false,"type":"timeseries"},{"cacheTimeout":null,"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"description":"The memory usage of each RisingWave component.","editable":true,"error":false,"fieldConfig":{"defaults":{"color":{"mode":"palette-classic"},"custom":{"axisLabel":"","axisPlacement":"auto","barAlignment":0,"drawStyle":"line","fillOpacity":10,"gradientMode":"none","hideFrom":{"legend":false,"tooltip":false,"viz":false},"lineInterpolation":"linear","lineWidth":1,"pointSize":5,"scaleDistribution":{"log":2,"type":"linear"},"showPoints":"auto","spanNulls":false,"stacking":{},"thresholdsStyle":{"mode":"off"}},"mappings":[],"thresholds":{"mode":"absolute","steps":[]},"unit":"bytes"},"overrides":[]},"gridPos":{"h":8,"w":12,"x":12,"y":0},"height":null,"hideTimeOverride":false,"id":7,"interval":"1s","links":[],"maxDataPoints":1000,"maxPerRow":null,"minSpan":null,"options":{"legend":{"calcs":[],"displayMode":"table","placement":"bottom"},"tooltip":{"mode":"single"}},"repeat":null,"repeatDirection":null,"span":null,"targets":[{"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"expr":"avg(process_resident_memory_bytes{job=~\"$job\",instance=~\"$node\"}) by (job, instance)","format":"time_series","hide":false,"instant":false,"interval":"","intervalFactor":2,"legendFormat":"{{job}} @ {{instance}}","metric":"","query":"avg(process_resident_memory_bytes{job=~\"$job\",instance=~\"$node\"}) by (job, instance)","refId":"","step":10,"target":""}],"timeFrom":null,"timeShift":null,"title":"Node Memory","transformations":[],"transparent":false,"type":"timeseries"},{"cacheTimeout":null,"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"description":"The CPU usage of each RisingWave component.","editable":true,"error":false,"fieldConfig":{"defaults":{"color":{"mode":"palette-classic"},"custom":{"axisLabel":"","axisPlacement":"auto","barAlignment":0,"drawStyle":"line","fillOpacity":10,"gradientMode":"none","hideFrom":{"legend":false,"tooltip":false,"viz":false},"lineInterpolation":"linear","lineWidth":1,"pointSize":5,"scaleDistribution":{"log":2,"type":"linear"},"showPoints":"auto","spanNulls":false,"stacking":{},"thresholdsStyle":{"mode":"off"}},"mappings":[],"thresholds":{"mode":"absolute","steps":[]},"unit":"percentunit"},"overrides":[]},"gridPos":{"h":8,"w":12,"x":0,"y":8},"height":null,"hideTimeOverride":false,"id":8,"interval":"1s","links":[],"maxDataPoints":1000,"maxPerRow":null,"minSpan":null,"options":{"legend":{"calcs":[],"displayMode":"table","placement":"bottom"},"tooltip":{"mode":"single"}},"repeat":null,"repeatDirection":null,"span":null,"targets":[{"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"expr":"sum(rate(process_cpu_seconds_total{job=~\"$job\",instance=~\"$node\"}[$__rate_interval])) by (job, instance)","format":"time_series","hide":false,"instant":false,"interval":"","intervalFactor":2,"legendFormat":"cpu usage (total) - {{job}} @ {{instance}}","metric":"","query":"sum(rate(process_cpu_seconds_total{job=~\"$job\",instance=~\"$node\"}[$__rate_interval])) by (job, instance)","refId":"","step":10,"target":""},{"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"expr":"sum(rate(process_cpu_seconds_total{job=~\"$job\",instance=~\"$node\"}[$__rate_interval])) by (job, instance) / avg(process_cpu_core_num{job=~\"$job\",instance=~\"$node\"}) by (job, instance) > 0","format":"time_series","hide":false,"instant":false,"interval":"","intervalFactor":2,"legendFormat":"cpu usage (avg per core) - {{job}} @ {{instance}}","metric":"","query":"sum(rate(process_cpu_seconds_total{job=~\"$job\",instance=~\"$node\"}[$__rate_interval])) by (job, instance) / avg(process_cpu_core_num{job=~\"$job\",instance=~\"$node\"}) by (job, instance) > 0","refId":"","step":10,"target":""}],"timeFrom":null,"timeShift":null,"title":"Node CPU","transformations":[],"transparent":false,"type":"timeseries"},{"cacheTimeout":null,"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"description":"RW cluster can configure multiple meta nodes to achieve high availability. One is the leader and the rest are the followers.","editable":true,"error":false,"fieldConfig":{"defaults":{"color":{"mode":"palette-classic"},"custom":{"axisLabel":"","axisPlacement":"auto","barAlignment":0,"drawStyle":"line","fillOpacity":10,"gradientMode":"none","hideFrom":{"legend":false,"tooltip":false,"viz":false},"lineInterpolation":"linear","lineWidth":1,"pointSize":5,"scaleDistribution":{"log":2,"type":"linear"},"showPoints":"auto","spanNulls":false,"stacking":{},"thresholdsStyle":{"mode":"off"}},"mappings":[],"thresholds":{"mode":"absolute","steps":[]},"unit":""},"overrides":[]},"gridPos":{"h":8,"w":12,"x":12,"y":8},"height":null,"hideTimeOverride":false,"id":9,"interval":"1s","links":[],"maxDataPoints":1000,"maxPerRow":null,"minSpan":null,"options":{"legend":{"calcs":["last"],"displayMode":"table","placement":"bottom"},"tooltip":{"mode":"single"}},"repeat":null,"repeatDirection":null,"span":null,"targets":[{"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"expr":"sum(meta_num{job=~\"$job\",instance=~\"$node\"}) 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Node","transformations":[],"transparent":false,"type":"row"},{"cacheTimeout":null,"collapsed":true,"datasource":null,"description":null,"editable":true,"error":false,"fieldConfig":{"defaults":{"thresholds":{"mode":"absolute","steps":[]}}},"gridPos":{"h":1,"w":24,"x":0,"y":2},"height":null,"hideTimeOverride":false,"id":10,"interval":null,"links":[],"maxDataPoints":100,"maxPerRow":null,"minSpan":null,"panels":[{"cacheTimeout":null,"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"description":"The rate of successful recovery 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diff --git a/docker/docker-compose-distributed-etcd.yml b/docker/docker-compose-distributed-etcd.yml
index 9c5f40dafbed1..aed8ccab0329a 100644
--- a/docker/docker-compose-distributed-etcd.yml
+++ b/docker/docker-compose-distributed-etcd.yml
@@ -1,7 +1,7 @@
 ---
 version: "3"
 x-image: &image
-  image: ${RW_IMAGE:-risingwavelabs/risingwave:v1.9.1-rc.2}
+  image: ${RW_IMAGE:-risingwavelabs/risingwave:v1.9.1}
 services:
   compactor-0:
     <<: *image
diff --git a/docker/docker-compose-distributed.yml b/docker/docker-compose-distributed.yml
index f94437f089197..b43f5f1f1921f 100644
--- a/docker/docker-compose-distributed.yml
+++ b/docker/docker-compose-distributed.yml
@@ -1,7 +1,6 @@
 ---
-version: "3"
 x-image: &image
-  image: ${RW_IMAGE:-risingwavelabs/risingwave:v1.9.1-rc.2}
+  image: ${RW_IMAGE:-risingwavelabs/risingwave:v1.9.1}
 services:
   compactor-0:
     <<: *image
diff --git a/docker/docker-compose-etcd.yml b/docker/docker-compose-etcd.yml
index b173ec338d38d..fb1787a029f01 100644
--- a/docker/docker-compose-etcd.yml
+++ b/docker/docker-compose-etcd.yml
@@ -1,7 +1,7 @@
 ---
 version: "3"
 x-image: &image
-  image: ${RW_IMAGE:-risingwavelabs/risingwave:v1.9.1-rc.2}
+  image: ${RW_IMAGE:-risingwavelabs/risingwave:v1.9.1}
 services:
   risingwave-standalone:
     <<: *image
diff --git a/docker/docker-compose-with-azblob.yml b/docker/docker-compose-with-azblob.yml
index 9fc76c4051817..3269b2c815a82 100644
--- a/docker/docker-compose-with-azblob.yml
+++ b/docker/docker-compose-with-azblob.yml
@@ -1,7 +1,6 @@
 ---
-version: "3"
 x-image: &image
-  image: ${RW_IMAGE:-risingwavelabs/risingwave:v1.9.1-rc.2}
+  image: ${RW_IMAGE:-risingwavelabs/risingwave:v1.9.1}
 services:
   risingwave-standalone:
     <<: *image
diff --git a/docker/docker-compose-with-gcs.yml b/docker/docker-compose-with-gcs.yml
index 36433d549c1c7..1de6b4ee6253d 100644
--- a/docker/docker-compose-with-gcs.yml
+++ b/docker/docker-compose-with-gcs.yml
@@ -1,7 +1,6 @@
 ---
-version: "3"
 x-image: &image
-  image: ${RW_IMAGE:-risingwavelabs/risingwave:v1.9.1-rc.2}
+  image: ${RW_IMAGE:-risingwavelabs/risingwave:v1.9.1}
 services:
   risingwave-standalone:
     <<: *image
diff --git a/docker/docker-compose-with-hdfs.yml b/docker/docker-compose-with-hdfs.yml
index cf2b45078bac5..974cf922e77b4 100644
--- a/docker/docker-compose-with-hdfs.yml
+++ b/docker/docker-compose-with-hdfs.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
   compactor-0:
     image: ghcr.io/risingwavelabs/risingwave:RisingWave_1.6.1_HDFS_2.7-x86_64
diff --git a/docker/docker-compose-with-local-fs.yml b/docker/docker-compose-with-local-fs.yml
index ab4545d649821..aa02531db1d3e 100644
--- a/docker/docker-compose-with-local-fs.yml
+++ b/docker/docker-compose-with-local-fs.yml
@@ -1,7 +1,6 @@
 ---
-version: "3"
 x-image: &image
-  image: ${RW_IMAGE:-risingwavelabs/risingwave:v1.9.1-rc.2}
+  image: ${RW_IMAGE:-risingwavelabs/risingwave:v1.9.1}
 services:
   risingwave-standalone:
     <<: *image
diff --git a/docker/docker-compose-with-obs.yml b/docker/docker-compose-with-obs.yml
index b92d0cb077a16..39fb135132da5 100644
--- a/docker/docker-compose-with-obs.yml
+++ b/docker/docker-compose-with-obs.yml
@@ -1,7 +1,6 @@
 ---
-version: "3"
 x-image: &image
-  image: ${RW_IMAGE:-risingwavelabs/risingwave:v1.9.1-rc.2}
+  image: ${RW_IMAGE:-risingwavelabs/risingwave:v1.9.1}
 services:
   risingwave-standalone:
     <<: *image
diff --git a/docker/docker-compose-with-oss.yml b/docker/docker-compose-with-oss.yml
index adbfee86cc839..677d0ce82b27c 100644
--- a/docker/docker-compose-with-oss.yml
+++ b/docker/docker-compose-with-oss.yml
@@ -1,7 +1,6 @@
 ---
-version: "3"
 x-image: &image
-  image: ${RW_IMAGE:-risingwavelabs/risingwave:v1.9.1-rc.2}
+  image: ${RW_IMAGE:-risingwavelabs/risingwave:v1.9.1}
 services:
   risingwave-standalone:
     <<: *image
diff --git a/docker/docker-compose-with-s3.yml b/docker/docker-compose-with-s3.yml
index eabe1f023ced7..9a3d33b261aff 100644
--- a/docker/docker-compose-with-s3.yml
+++ b/docker/docker-compose-with-s3.yml
@@ -1,7 +1,6 @@
 ---
-version: "3"
 x-image: &image
-  image: ${RW_IMAGE:-risingwavelabs/risingwave:v1.9.1-rc.2}
+  image: ${RW_IMAGE:-risingwavelabs/risingwave:v1.9.1}
 services:
   risingwave-standalone:
     <<: *image
diff --git a/docker/docker-compose-with-sqlite.yml b/docker/docker-compose-with-sqlite.yml
index f65a4af7bc29f..1d495fd0e7875 100644
--- a/docker/docker-compose-with-sqlite.yml
+++ b/docker/docker-compose-with-sqlite.yml
@@ -1,7 +1,6 @@
 ---
-version: "3"
 x-image: &image
-  image: ${RW_IMAGE:-risingwavelabs/risingwave:v1.9.1-rc.2}
+  image: ${RW_IMAGE:-risingwavelabs/risingwave:v1.9.1}
 services:
   risingwave-standalone:
     <<: *image
diff --git a/docker/docker-compose.yml b/docker/docker-compose.yml
index 5ba67f78c3f56..71280dc6e98b5 100644
--- a/docker/docker-compose.yml
+++ b/docker/docker-compose.yml
@@ -1,7 +1,6 @@
 ---
-version: "3"
 x-image: &image
-  image: ${RW_IMAGE:-risingwavelabs/risingwave:v1.9.1-rc.2}
+  image: ${RW_IMAGE:-risingwavelabs/risingwave:v1.9.1}
 services:
   risingwave-standalone:
     <<: *image
diff --git a/docs/backfill.md b/docs/backfill.md
index 6784070853712..aac20615caf10 100644
--- a/docs/backfill.md
+++ b/docs/backfill.md
@@ -358,6 +358,22 @@ and arrangement backfill will consume this historical data snapshot:
 | 1                  | 'Jack' | 29 |
 | 2                  | 'Jill' | 30 |
 
+#### Initialization
+
+Something to note is that for the first snapshot,
+upstream may not have finished committing data in that epoch to s3.
+
+Additionally, we have not replicated any upstream records
+during that epoch, only in the subsequent ones.
+
+As such, we must wait for that first checkpoint to be committed,
+before reading, or we risk missing the uncommitted data in our backfill.
+
+This is supported internally inside `init_epoch` for replicated state table.
+```shell
+        upstream_table.init_epoch(first_epoch).await?;
+```
+
 ### Recovery
 
 TODO
diff --git a/docs/developer-guide.md b/docs/developer-guide.md
index 054d33d4d7270..9b03c60f3d9a1 100644
--- a/docs/developer-guide.md
+++ b/docs/developer-guide.md
@@ -548,17 +548,18 @@ Instructions about submitting PRs are included in the [contribution guidelines](
 
 ## CI Labels Guide
 
-- `[ci/run-xxx ...]`: Run additional steps indicated by `ci/run-xxx` in your PR.
-- `ci/skip-ci` + `[ci/run-xxx ...]` : Skip steps except for those indicated by `ci/run-xxx` in your **DRAFT PR.**
-- `ci/run-main-cron`: Run full `main-cron`.
-- `ci/run-main-cron` + `ci/main-cron/skip-ci` + `[ci/run-xxx …]` : Run specific steps indicated by `ci/run-xxx`
+- `[ci/run-xxx ...]`: Run additional steps in the PR workflow indicated by `ci/run-xxx` in your PR.
+- `ci/pr/run-selected` + `[ci/run-xxx ...]` : Only run selected steps indicated by `ci/run-xxx` in your **DRAFT PR.**
+- `ci/main-cron/run-all`: Run full `main-cron` workflow for your PR.
+- `ci/main-cron/run-selected` + `[ci/run-xxx …]` : Run specific steps indicated by `ci/run-xxx`
   from the `main-cron` workflow, in your PR. Can use to verify some `main-cron` fix works as expected.
 - To reference `[ci/run-xxx ...]` labels, you may look at steps from `pull-request.yml` and `main-cron.yml`.
-- **Be sure to add all the dependencies.**
-
-  For example to run `e2e-test` for `main-cron` in your pull request:
-  1. Add `ci/run-build`, `ci/run-build-other`, `ci/run-docslt` .
-     These correspond to its `depends` field in `pull-request.yml` and `main-cron.yml` .
-  2. Add `ci/run-e2e-test` to run the step as well.
-  3. Add `ci/run-main-cron` to run `main-cron` workflow in your pull request,
-  4. Add `ci/main-cron/skip-ci` to skip all other steps which were not selected with `ci/run-xxx`.
+
+### Example
+
+https://github.com/risingwavelabs/risingwave/pull/17197
+
+To run `e2e-test` and `e2e-source-test` for `main-cron` in your pull request:
+1. Add `ci/run-e2e-test`.
+2. Add `ci/run-e2e-source-tests`.
+3. Add `ci/main-cron/run-selected` to skip all other steps which were not selected with `ci/run-xxx`.
\ No newline at end of file
diff --git a/e2e_test/backfill/sink/create_sink.slt b/e2e_test/backfill/sink/create_sink.slt
index 017eb8e693de2..016e3bcb2049b 100644
--- a/e2e_test/backfill/sink/create_sink.slt
+++ b/e2e_test/backfill/sink/create_sink.slt
@@ -5,9 +5,9 @@ statement ok
 create table t (v1 int);
 
 statement ok
-SET STREAMING_RATE_LIMIT = 1000;
+SET STREAMING_RATE_LIMIT = 500;
 
-# Should finish in 10s
+# Should finish in 20s
 statement ok
 insert into t select * from generate_series(1, 10000);
 
diff --git a/backwards-compat-tests/README.md b/e2e_test/backwards-compat-tests/README.md
similarity index 100%
rename from backwards-compat-tests/README.md
rename to e2e_test/backwards-compat-tests/README.md
diff --git a/backwards-compat-tests/scripts/run_local.sh b/e2e_test/backwards-compat-tests/scripts/run_local.sh
similarity index 96%
rename from backwards-compat-tests/scripts/run_local.sh
rename to e2e_test/backwards-compat-tests/scripts/run_local.sh
index e2604e6a114e0..7ac952e6d1c4a 100755
--- a/backwards-compat-tests/scripts/run_local.sh
+++ b/e2e_test/backwards-compat-tests/scripts/run_local.sh
@@ -10,7 +10,7 @@ on_exit() {
 
 trap on_exit EXIT
 
-source backwards-compat-tests/scripts/utils.sh
+source e2e_test/backwards-compat-tests/scripts/utils.sh
 
 configure_rw() {
   VERSION="$1"
diff --git a/backwards-compat-tests/scripts/utils.sh b/e2e_test/backwards-compat-tests/scripts/utils.sh
similarity index 98%
rename from backwards-compat-tests/scripts/utils.sh
rename to e2e_test/backwards-compat-tests/scripts/utils.sh
index 6b5184b2bb0ea..8f41dad0860f1 100644
--- a/backwards-compat-tests/scripts/utils.sh
+++ b/e2e_test/backwards-compat-tests/scripts/utils.sh
@@ -18,9 +18,9 @@
 RECOVERY_DURATION=20
 
 # Setup test directory
-TEST_DIR=.risingwave/backwards-compat-tests/
+TEST_DIR=.risingwave/e2e_test/backwards-compat-tests/
 mkdir -p $TEST_DIR
-cp -r backwards-compat-tests/slt/* $TEST_DIR
+cp -r e2e_test/backwards-compat-tests/slt/* $TEST_DIR
 
 wait_for_process() {
   process_name="$1"
diff --git a/backwards-compat-tests/slt/basic/seed.slt b/e2e_test/backwards-compat-tests/slt/basic/seed.slt
similarity index 100%
rename from backwards-compat-tests/slt/basic/seed.slt
rename to e2e_test/backwards-compat-tests/slt/basic/seed.slt
diff --git a/backwards-compat-tests/slt/basic/validate_original.slt b/e2e_test/backwards-compat-tests/slt/basic/validate_original.slt
similarity index 100%
rename from backwards-compat-tests/slt/basic/validate_original.slt
rename to e2e_test/backwards-compat-tests/slt/basic/validate_original.slt
diff --git a/backwards-compat-tests/slt/basic/validate_restart.slt b/e2e_test/backwards-compat-tests/slt/basic/validate_restart.slt
similarity index 100%
rename from backwards-compat-tests/slt/basic/validate_restart.slt
rename to e2e_test/backwards-compat-tests/slt/basic/validate_restart.slt
diff --git a/backwards-compat-tests/slt/kafka/invalid_options/seed.slt b/e2e_test/backwards-compat-tests/slt/kafka/invalid_options/seed.slt
similarity index 100%
rename from backwards-compat-tests/slt/kafka/invalid_options/seed.slt
rename to e2e_test/backwards-compat-tests/slt/kafka/invalid_options/seed.slt
diff --git a/backwards-compat-tests/slt/kafka/invalid_options/validate_original.slt b/e2e_test/backwards-compat-tests/slt/kafka/invalid_options/validate_original.slt
similarity index 100%
rename from backwards-compat-tests/slt/kafka/invalid_options/validate_original.slt
rename to e2e_test/backwards-compat-tests/slt/kafka/invalid_options/validate_original.slt
diff --git a/backwards-compat-tests/slt/kafka/invalid_options/validate_restart.slt b/e2e_test/backwards-compat-tests/slt/kafka/invalid_options/validate_restart.slt
similarity index 100%
rename from backwards-compat-tests/slt/kafka/invalid_options/validate_restart.slt
rename to e2e_test/backwards-compat-tests/slt/kafka/invalid_options/validate_restart.slt
diff --git a/backwards-compat-tests/slt/kafka/seed.slt b/e2e_test/backwards-compat-tests/slt/kafka/seed.slt
similarity index 100%
rename from backwards-compat-tests/slt/kafka/seed.slt
rename to e2e_test/backwards-compat-tests/slt/kafka/seed.slt
diff --git a/backwards-compat-tests/slt/kafka/upsert/deprecate_upsert.slt b/e2e_test/backwards-compat-tests/slt/kafka/upsert/deprecate_upsert.slt
similarity index 100%
rename from backwards-compat-tests/slt/kafka/upsert/deprecate_upsert.slt
rename to e2e_test/backwards-compat-tests/slt/kafka/upsert/deprecate_upsert.slt
diff --git a/backwards-compat-tests/slt/kafka/upsert/include_key_as.slt b/e2e_test/backwards-compat-tests/slt/kafka/upsert/include_key_as.slt
similarity index 100%
rename from backwards-compat-tests/slt/kafka/upsert/include_key_as.slt
rename to e2e_test/backwards-compat-tests/slt/kafka/upsert/include_key_as.slt
diff --git a/backwards-compat-tests/slt/kafka/validate_original.slt b/e2e_test/backwards-compat-tests/slt/kafka/validate_original.slt
similarity index 100%
rename from backwards-compat-tests/slt/kafka/validate_original.slt
rename to e2e_test/backwards-compat-tests/slt/kafka/validate_original.slt
diff --git a/backwards-compat-tests/slt/kafka/validate_restart.slt b/e2e_test/backwards-compat-tests/slt/kafka/validate_restart.slt
similarity index 100%
rename from backwards-compat-tests/slt/kafka/validate_restart.slt
rename to e2e_test/backwards-compat-tests/slt/kafka/validate_restart.slt
diff --git a/backwards-compat-tests/slt/nexmark-backwards-compat/delete.slt.part b/e2e_test/backwards-compat-tests/slt/nexmark-backwards-compat/delete.slt.part
similarity index 100%
rename from backwards-compat-tests/slt/nexmark-backwards-compat/delete.slt.part
rename to e2e_test/backwards-compat-tests/slt/nexmark-backwards-compat/delete.slt.part
diff --git a/backwards-compat-tests/slt/nexmark-backwards-compat/insert.slt b/e2e_test/backwards-compat-tests/slt/nexmark-backwards-compat/insert.slt
similarity index 100%
rename from backwards-compat-tests/slt/nexmark-backwards-compat/insert.slt
rename to e2e_test/backwards-compat-tests/slt/nexmark-backwards-compat/insert.slt
diff --git a/backwards-compat-tests/slt/nexmark-backwards-compat/seed.slt b/e2e_test/backwards-compat-tests/slt/nexmark-backwards-compat/seed.slt
similarity index 100%
rename from backwards-compat-tests/slt/nexmark-backwards-compat/seed.slt
rename to e2e_test/backwards-compat-tests/slt/nexmark-backwards-compat/seed.slt
diff --git a/backwards-compat-tests/slt/nexmark-backwards-compat/validate_original.slt b/e2e_test/backwards-compat-tests/slt/nexmark-backwards-compat/validate_original.slt
similarity index 100%
rename from backwards-compat-tests/slt/nexmark-backwards-compat/validate_original.slt
rename to e2e_test/backwards-compat-tests/slt/nexmark-backwards-compat/validate_original.slt
diff --git a/backwards-compat-tests/slt/nexmark-backwards-compat/validate_restart.slt b/e2e_test/backwards-compat-tests/slt/nexmark-backwards-compat/validate_restart.slt
similarity index 100%
rename from backwards-compat-tests/slt/nexmark-backwards-compat/validate_restart.slt
rename to e2e_test/backwards-compat-tests/slt/nexmark-backwards-compat/validate_restart.slt
diff --git a/backwards-compat-tests/slt/tpch-backwards-compat/delete.slt.part b/e2e_test/backwards-compat-tests/slt/tpch-backwards-compat/delete.slt.part
similarity index 100%
rename from backwards-compat-tests/slt/tpch-backwards-compat/delete.slt.part
rename to e2e_test/backwards-compat-tests/slt/tpch-backwards-compat/delete.slt.part
diff --git a/backwards-compat-tests/slt/tpch-backwards-compat/insert.slt.part b/e2e_test/backwards-compat-tests/slt/tpch-backwards-compat/insert.slt.part
similarity index 100%
rename from backwards-compat-tests/slt/tpch-backwards-compat/insert.slt.part
rename to e2e_test/backwards-compat-tests/slt/tpch-backwards-compat/insert.slt.part
diff --git a/backwards-compat-tests/slt/tpch-backwards-compat/seed.slt b/e2e_test/backwards-compat-tests/slt/tpch-backwards-compat/seed.slt
similarity index 100%
rename from backwards-compat-tests/slt/tpch-backwards-compat/seed.slt
rename to e2e_test/backwards-compat-tests/slt/tpch-backwards-compat/seed.slt
diff --git a/backwards-compat-tests/slt/tpch-backwards-compat/validate_original.slt b/e2e_test/backwards-compat-tests/slt/tpch-backwards-compat/validate_original.slt
similarity index 100%
rename from backwards-compat-tests/slt/tpch-backwards-compat/validate_original.slt
rename to e2e_test/backwards-compat-tests/slt/tpch-backwards-compat/validate_original.slt
diff --git a/backwards-compat-tests/slt/tpch-backwards-compat/validate_restart.slt b/e2e_test/backwards-compat-tests/slt/tpch-backwards-compat/validate_restart.slt
similarity index 100%
rename from backwards-compat-tests/slt/tpch-backwards-compat/validate_restart.slt
rename to e2e_test/backwards-compat-tests/slt/tpch-backwards-compat/validate_restart.slt
diff --git a/e2e_test/batch/catalog/pg_attribute.slt.part b/e2e_test/batch/catalog/pg_attribute.slt.part
index 4c8570ce2f474..2615466685a3a 100644
--- a/e2e_test/batch/catalog/pg_attribute.slt.part
+++ b/e2e_test/batch/catalog/pg_attribute.slt.part
@@ -42,5 +42,10 @@ tmp_idx	id1	{2,1,3,5}
 tmp_idx	id2	{2,1,3,5}
 tmp_idx	id3	{2,1,3,5}
 
+query T
+select attoptions from pg_catalog.pg_attribute LIMIT 1;
+----
+NULL
+
 statement ok
 drop table tmp;
diff --git a/e2e_test/batch/catalog/pg_indexes.slt.part b/e2e_test/batch/catalog/pg_indexes.slt.part
index 634739406e917..c8e8ef6267037 100644
--- a/e2e_test/batch/catalog/pg_indexes.slt.part
+++ b/e2e_test/batch/catalog/pg_indexes.slt.part
@@ -1,5 +1,5 @@
 statement ok
-create table t(a int, b int);
+create table t(a int primary key, b int);
 
 statement ok
 create index idx1 on t(a);
@@ -12,6 +12,7 @@ select schemaname, tablename, indexname, tablespace, indexdef from pg_catalog.pg
 ----
 public t idx1 NULL CREATE INDEX idx1 ON t(a)
 public t idx2 NULL CREATE INDEX idx2 ON t(b)
+public t t_pkey NULL (empty)
 
 statement ok
 drop table t;
diff --git a/e2e_test/batch/catalog/pg_settings.slt.part b/e2e_test/batch/catalog/pg_settings.slt.part
index 2a130de04c19c..a3fd0edc65227 100644
--- a/e2e_test/batch/catalog/pg_settings.slt.part
+++ b/e2e_test/batch/catalog/pg_settings.slt.part
@@ -7,6 +7,7 @@ internal data_directory
 internal parallel_compact_size_mb
 internal sstable_size_mb
 internal state_store
+internal use_new_object_prefix_strategy
 postmaster backup_storage_directory
 postmaster backup_storage_url
 postmaster barrier_interval_ms
diff --git a/e2e_test/batch/functions/at_time_zone.slt.part b/e2e_test/batch/functions/at_time_zone.slt.part
index e24bf7e41ef58..cfd89b3312965 100644
--- a/e2e_test/batch/functions/at_time_zone.slt.part
+++ b/e2e_test/batch/functions/at_time_zone.slt.part
@@ -21,3 +21,19 @@ query T
 select '2022-11-06 01:00:00'::timestamp AT TIME ZONE 'us/pacific';
 ----
 2022-11-06 09:00:00+00:00
+
+# non-literal zone
+statement ok
+create table t (local timestamp, tz varchar);
+
+statement ok
+insert into t values ('2024-06-10 12:00:00', 'US/Pacific'), ('2024-06-10 13:00:00', 'Asia/Singapore');
+
+query T
+select local AT TIME ZONE tz from t order by 1;
+----
+2024-06-10 05:00:00+00:00
+2024-06-10 19:00:00+00:00
+
+statement ok
+drop table t;
diff --git a/e2e_test/batch/over_window/main.slt.part b/e2e_test/batch/over_window/main.slt.part
index dca370c0306ee..9ef0a7572380d 100644
--- a/e2e_test/batch/over_window/main.slt.part
+++ b/e2e_test/batch/over_window/main.slt.part
@@ -1 +1,2 @@
 include ./generated/main.slt.part
+include ./session/mod.slt.part
diff --git a/e2e_test/batch/over_window/session/mod.slt.part b/e2e_test/batch/over_window/session/mod.slt.part
new file mode 100644
index 0000000000000..eb0e09675cff7
--- /dev/null
+++ b/e2e_test/batch/over_window/session/mod.slt.part
@@ -0,0 +1,61 @@
+# Because currently general streaming version of session window is not supported yet,
+# we only add e2e for batch mode.
+
+statement ok
+create table t (
+    tm timestamp,
+    foo int,
+    bar int
+);
+
+statement ok
+create view v1 as
+select
+    *,
+    first_value(tm) over (partition by bar order by tm session with gap '10 minutes') as window_start,
+    last_value(tm) over (partition by bar order by tm session with gap '10 minutes') as window_end
+from t;
+
+statement ok
+insert into t values
+  ('2023-05-06 16:51:00', 1, 100)
+, ('2023-05-06 16:56:00', 8, 100)
+, ('2023-05-06 17:30:00', 3, 200)
+, ('2023-05-06 17:35:00', 5, 100)
+, ('2023-05-06 17:59:00', 4, 100)
+, ('2023-05-06 18:01:00', 6, 200)
+;
+
+query TiiTT
+select * from v1 order by tm;
+----
+2023-05-06 16:51:00	1	100	2023-05-06 16:51:00	2023-05-06 16:56:00
+2023-05-06 16:56:00	8	100	2023-05-06 16:51:00	2023-05-06 16:56:00
+2023-05-06 17:30:00	3	200	2023-05-06 17:30:00	2023-05-06 17:30:00
+2023-05-06 17:35:00	5	100	2023-05-06 17:35:00	2023-05-06 17:35:00
+2023-05-06 17:59:00	4	100	2023-05-06 17:59:00	2023-05-06 17:59:00
+2023-05-06 18:01:00	6	200	2023-05-06 18:01:00	2023-05-06 18:01:00
+
+statement ok
+insert into t values
+  ('2023-05-06 18:08:00', 7, 100)
+, ('2023-05-06 18:10:00', 9, 200)
+;
+
+query TiiTT
+select * from v1 order by tm;
+----
+2023-05-06 16:51:00	1	100	2023-05-06 16:51:00	2023-05-06 16:56:00
+2023-05-06 16:56:00	8	100	2023-05-06 16:51:00	2023-05-06 16:56:00
+2023-05-06 17:30:00	3	200	2023-05-06 17:30:00	2023-05-06 17:30:00
+2023-05-06 17:35:00	5	100	2023-05-06 17:35:00	2023-05-06 17:35:00
+2023-05-06 17:59:00	4	100	2023-05-06 17:59:00	2023-05-06 18:08:00
+2023-05-06 18:01:00	6	200	2023-05-06 18:01:00	2023-05-06 18:10:00
+2023-05-06 18:08:00	7	100	2023-05-06 17:59:00	2023-05-06 18:08:00
+2023-05-06 18:10:00	9	200	2023-05-06 18:01:00	2023-05-06 18:10:00
+
+statement ok
+drop view v1;
+
+statement ok
+drop table t;
diff --git a/e2e_test/batch/subquery/lateral_subquery.slt.part b/e2e_test/batch/subquery/lateral_subquery.slt.part
index 04e93a3d397ce..98077487828e4 100644
--- a/e2e_test/batch/subquery/lateral_subquery.slt.part
+++ b/e2e_test/batch/subquery/lateral_subquery.slt.part
@@ -82,3 +82,32 @@ drop table all_sales;
 statement ok
 drop table salesperson;
 
+statement ok
+CREATE TABLE r(ts TIMESTAMPTZ, src_id int, dev_id int);
+
+statement ok
+INSERT INTO r VALUES
+('2024-06-20T19:00:22Z'::TIMESTAMPTZ, 2, 2),
+('2024-06-20T19:00:22Z'::TIMESTAMPTZ, 1, 3),
+('2024-06-20T19:00:23Z'::TIMESTAMPTZ, 1, 2),
+('2024-06-20T19:00:24Z'::TIMESTAMPTZ, 2, 1),
+('2024-06-20T19:00:24Z'::TIMESTAMPTZ, 1, 2),
+('2024-06-20T19:00:25Z'::TIMESTAMPTZ, 2, 1);
+
+query TII rowsort
+SELECT e.ts AS e_ts, d.*
+FROM (
+  SELECT '2024-06-20T19:01:00Z'::TIMESTAMPTZ ts, 1::INT AS src_id) e
+JOIN LATERAL
+(
+  SELECT DISTINCT ON(src_id, dev_id) *
+  FROM r
+  WHERE r.src_id = e.src_id AND r.ts <= e.ts
+  ORDER BY src_id, dev_id, ts DESC
+)d on true;
+----
+2024-06-20 19:01:00+00:00 2024-06-20 19:00:22+00:00 1 3
+2024-06-20 19:01:00+00:00 2024-06-20 19:00:24+00:00 1 2
+
+statement ok
+DROP TABLE r CASCADE;
diff --git a/e2e_test/ddl/alter_set_schema.slt b/e2e_test/ddl/alter_set_schema.slt
index 9ea95e9cc09c2..74dcc5a77e64a 100644
--- a/e2e_test/ddl/alter_set_schema.slt
+++ b/e2e_test/ddl/alter_set_schema.slt
@@ -53,13 +53,14 @@ CREATE SOURCE test_source (v INT) WITH (
 statement ok
 ALTER SOURCE test_source SET SCHEMA test_schema;
 
-query TT
+query TT rowsort
 SELECT name AS sourcename, nspname AS schemaname
 FROM rw_sources
 JOIN pg_namespace ON pg_namespace.oid = rw_sources.schema_id
 WHERE nspname = 'test_schema';
 ----
 test_source test_schema
+test_table test_schema
 
 statement ok
 CREATE SINK test_sink AS SELECT u FROM test_schema.test_table WITH (
diff --git a/e2e_test/iceberg/main.py b/e2e_test/iceberg/main.py
index 03066033c6d24..01017f3db783d 100644
--- a/e2e_test/iceberg/main.py
+++ b/e2e_test/iceberg/main.py
@@ -50,7 +50,7 @@ def execute_slt(args, slt):
     cmd = f"sqllogictest -p {rw_config['port']} -d {rw_config['db']} {slt}"
     print(f"Command line is [{cmd}]")
     subprocess.run(cmd, shell=True, check=True)
-    time.sleep(30)
+    time.sleep(15)
 
 
 def verify_result(args, verify_sql, verify_schema, verify_data):
@@ -129,6 +129,7 @@ def drop_table(args, drop_sqls):
         verify_sql = test_case.get("verify_sql")
         print(f"verify_sql:{verify_sql}")
         verify_data = test_case.get("verify_data")
+        verify_slt = test_case.get("verify_slt")
         cmp_sqls = test_case.get("cmp_sqls")
         drop_sqls = test_case["drop_sqls"]
         config = configparser.ConfigParser()
@@ -146,6 +147,8 @@ def drop_table(args, drop_sqls):
             verify_result(config, verify_sql, verify_schema, verify_data)
         if cmp_sqls is not None and cmp_sqls != "" and len(cmp_sqls) == 2:
             compare_sql(config, cmp_sqls)
+        if verify_slt is not None and verify_slt != "":
+            execute_slt(config, verify_slt)
         if drop_sqls is not None and drop_sqls != "":
             drop_table(config, drop_sqls)
 
diff --git a/e2e_test/iceberg/test_case/iceberg_sink_no_partition_append_only_table_verify.slt b/e2e_test/iceberg/test_case/iceberg_sink_no_partition_append_only_table_verify.slt
new file mode 100644
index 0000000000000..74629053344b5
--- /dev/null
+++ b/e2e_test/iceberg/test_case/iceberg_sink_no_partition_append_only_table_verify.slt
@@ -0,0 +1,25 @@
+statement ok
+CREATE SOURCE iceberg_source
+WITH (
+    connector = 'iceberg',
+    s3.endpoint = 'http://127.0.0.1:9301',
+    s3.region = 'us-east-1',
+    s3.access.key = 'hummockadmin',
+    s3.secret.key = 'hummockadmin',
+    catalog.type = 'storage',
+    warehouse.path = 's3://icebergdata/demo',
+    database.name = 'demo_db',
+    table.name = 'no_partition_append_only_table',
+);
+
+query I
+SELECT id from iceberg_source ORDER by id;
+----
+1
+2
+3
+4
+5
+
+statement ok
+DROP SOURCE iceberg_source
diff --git a/e2e_test/iceberg/test_case/iceberg_sink_partition_append_only_table_verify.slt b/e2e_test/iceberg/test_case/iceberg_sink_partition_append_only_table_verify.slt
new file mode 100644
index 0000000000000..4e6beb709f920
--- /dev/null
+++ b/e2e_test/iceberg/test_case/iceberg_sink_partition_append_only_table_verify.slt
@@ -0,0 +1,25 @@
+statement ok
+CREATE SOURCE iceberg_source
+WITH (
+    connector = 'iceberg',
+    s3.endpoint = 'http://127.0.0.1:9301',
+    s3.region = 'us-east-1',
+    s3.access.key = 'hummockadmin',
+    s3.secret.key = 'hummockadmin',
+    catalog.type = 'storage',
+    warehouse.path = 's3://icebergdata/demo',
+    database.name = 'demo_db',
+    table.name = 'partition_append_only_table',
+);
+
+query I
+SELECT id from iceberg_source ORDER by id;
+----
+1
+2
+3
+4
+5
+
+statement ok
+DROP SOURCE iceberg_source
diff --git a/e2e_test/iceberg/test_case/iceberg_sink_range_partition_append_only_table_verify.slt b/e2e_test/iceberg/test_case/iceberg_sink_range_partition_append_only_table_verify.slt
new file mode 100644
index 0000000000000..9d03d99aada1b
--- /dev/null
+++ b/e2e_test/iceberg/test_case/iceberg_sink_range_partition_append_only_table_verify.slt
@@ -0,0 +1,25 @@
+statement ok
+CREATE SOURCE iceberg_source
+WITH (
+    connector = 'iceberg',
+    s3.endpoint = 'http://127.0.0.1:9301',
+    s3.region = 'us-east-1',
+    s3.access.key = 'hummockadmin',
+    s3.secret.key = 'hummockadmin',
+    catalog.type = 'storage',
+    warehouse.path = 's3://icebergdata/demo',
+    database.name = 'demo_db',
+    table.name = 'range_partition_append_only_table',
+);
+
+query I
+SELECT id from iceberg_source ORDER by id;
+----
+1
+2
+3
+4
+5
+
+statement ok
+DROP SOURCE iceberg_source
diff --git a/e2e_test/iceberg/test_case/no_partition_append_only.toml b/e2e_test/iceberg/test_case/no_partition_append_only.toml
index 58f5900586d02..7d2952c508756 100644
--- a/e2e_test/iceberg/test_case/no_partition_append_only.toml
+++ b/e2e_test/iceberg/test_case/no_partition_append_only.toml
@@ -33,6 +33,8 @@ verify_data = """
 5,5,5000,5.5,5.55,5-5,true,2022-03-15,2022-03-15 05:00:00+00:00,2022-03-15 05:00:00,none
 """
 
+verify_slt = 'test_case/iceberg_sink_no_partition_append_only_table_verify.slt'
+
 drop_sqls = [
  'DROP TABLE IF EXISTS demo_db.no_partition_append_only_table',
  'DROP SCHEMA IF EXISTS demo_db'
diff --git a/e2e_test/iceberg/test_case/partition_append_only.toml b/e2e_test/iceberg/test_case/partition_append_only.toml
index 9fd55ee0b0044..b36dfb98e369f 100644
--- a/e2e_test/iceberg/test_case/partition_append_only.toml
+++ b/e2e_test/iceberg/test_case/partition_append_only.toml
@@ -35,6 +35,8 @@ verify_data = """
 5,5,5000,5.5,5.55,5-5,true,2022-03-15,2022-03-15 05:00:00+00:00,2022-03-15 05:00:00,none
 """
 
+verify_slt = 'test_case/iceberg_sink_partition_append_only_table_verify.slt'
+
 drop_sqls = [
  'DROP TABLE IF EXISTS demo_db.partition_append_only_table',
  'DROP SCHEMA IF EXISTS demo_db'
diff --git a/e2e_test/iceberg/test_case/range_partition_append_only.toml b/e2e_test/iceberg/test_case/range_partition_append_only.toml
index d8c12d744584a..d54407f91dc10 100644
--- a/e2e_test/iceberg/test_case/range_partition_append_only.toml
+++ b/e2e_test/iceberg/test_case/range_partition_append_only.toml
@@ -35,6 +35,8 @@ verify_data = """
 5,5,5000,5.5,5.55,5-5,true,2022-03-15,2022-03-15 05:00:00+00:00,2022-03-15 05:00:00,none
 """
 
+verify_slt = 'test_case/iceberg_sink_range_partition_append_only_table_verify.slt'
+
 drop_sqls = [
  'DROP TABLE IF EXISTS demo_db.range_partition_append_only_table',
  'DROP SCHEMA IF EXISTS demo_db'
diff --git a/e2e_test/schema_registry/alter_sr.slt b/e2e_test/schema_registry/alter_sr.slt
deleted file mode 100644
index d703c0401a35e..0000000000000
--- a/e2e_test/schema_registry/alter_sr.slt
+++ /dev/null
@@ -1,80 +0,0 @@
-# Before running this test, seed data into kafka:
-#   python3 e2e_test/schema_registry/pb.py <brokerlist> <schema-registry-url> <topic> <num-records>
-
-statement ok
-CREATE SOURCE src_user WITH (
-    connector = 'kafka',
-    topic = 'sr_pb_test',
-    properties.bootstrap.server = 'message_queue:29092',
-    scan.startup.mode = 'earliest'
-)
-FORMAT PLAIN ENCODE PROTOBUF(
-    schema.registry = 'http://schemaregistry:8082',
-    message = 'test.User'
-);
-
-statement ok
-CREATE MATERIALIZED VIEW mv_user AS SELECT * FROM src_user;
-
-statement ok
-CREATE TABLE t_user WITH (
-    connector = 'kafka',
-    topic = 'sr_pb_test',
-    properties.bootstrap.server = 'message_queue:29092',
-    scan.startup.mode = 'earliest'
-)
-FORMAT PLAIN ENCODE PROTOBUF(
-    schema.registry = 'http://schemaregistry:8082',
-    message = 'test.User'
-);
-
-statement error
-SELECT age FROM mv_user;
-
-statement error
-SELECT age FROM t_user;
-
-# Push more events with extended fields
-system ok
-python3 e2e_test/schema_registry/pb.py "message_queue:29092" "http://schemaregistry:8082" "sr_pb_test" 5 user_with_more_fields
-
-sleep 5s
-
-# Refresh source schema
-statement ok
-ALTER SOURCE src_user REFRESH SCHEMA;
-
-statement ok
-CREATE MATERIALIZED VIEW mv_user_more AS SELECT * FROM src_user;
-
-# Refresh table schema
-statement ok
-ALTER TABLE t_user REFRESH SCHEMA;
-
-query IIII
-SELECT COUNT(*), MAX(age), MIN(age), SUM(age) FROM mv_user_more;
-----
-25 4 0 10
-
-# Push more events with extended fields
-system ok
-python3 e2e_test/schema_registry/pb.py "message_queue:29092" "http://schemaregistry:8082" "sr_pb_test" 5 user_with_more_fields
-
-sleep 5s
-
-query IIII
-SELECT COUNT(*), MAX(age), MIN(age), SUM(age) FROM t_user;
-----
-30 4 0 10
-
-statement ok
-DROP MATERIALIZED VIEW mv_user_more;
-
-statement ok
-DROP TABLE t_user;
-
-statement ok
-DROP MATERIALIZED VIEW mv_user;
-
-statement ok
-DROP SOURCE src_user;
diff --git a/e2e_test/schema_registry/pb.slt b/e2e_test/schema_registry/pb.slt
deleted file mode 100644
index 7b60b4fa8d7a4..0000000000000
--- a/e2e_test/schema_registry/pb.slt
+++ /dev/null
@@ -1,50 +0,0 @@
-# Before running this test, seed data into kafka:
-#   python3 e2e_test/schema_registry/pb.py <brokerlist> <schema-registry-url> <topic> <num-records> <pb_message>
-
-# Create a table.
-statement ok
-create table sr_pb_test with (
-    connector = 'kafka',
-    topic = 'sr_pb_test',
-    properties.bootstrap.server = 'message_queue:29092',
-    scan.startup.mode = 'earliest')
-FORMAT plain ENCODE protobuf(
-        schema.registry = 'http://schemaregistry:8082',
-        message = 'test.User'
-    );
-
-# for multiple schema registry nodes
-statement ok
-create table sr_pb_test_bk with (
-    connector = 'kafka',
-    topic = 'sr_pb_test',
-    properties.bootstrap.server = 'message_queue:29092',
-    scan.startup.mode = 'earliest')
-FORMAT plain ENCODE protobuf(
-        schema.registry = 'http://schemaregistry:8082,http://schemaregistry:8082',
-        message = 'test.User'
-    );
-
-# Wait for source
-sleep 10s
-
-# Flush into storage
-statement ok
-flush;
-
-query I
-select count(*) from sr_pb_test;
-----
-20
-
-query IIT
-select min(id), max(id), max((sc).file_name) from sr_pb_test;
-----
-0 19 source/context_019.proto
-
-
-statement ok
-drop table sr_pb_test;
-
-statement ok
-drop table sr_pb_test_bk;
diff --git a/e2e_test/sink/clickhouse_sink.slt b/e2e_test/sink/clickhouse_sink.slt
index 2adc70dcf409e..e5bac0d8d521d 100644
--- a/e2e_test/sink/clickhouse_sink.slt
+++ b/e2e_test/sink/clickhouse_sink.slt
@@ -1,3 +1,6 @@
+statement ok
+set sink_decouple = false;
+
 statement ok
 CREATE TABLE t6 (v1 int primary key, v2 bigint, v3 varchar, v4 smallint, v5 decimal);
 
diff --git a/e2e_test/sink/kafka/avro.slt b/e2e_test/sink/kafka/avro.slt
index 1cf27b811d9be..e0e339eead402 100644
--- a/e2e_test/sink/kafka/avro.slt
+++ b/e2e_test/sink/kafka/avro.slt
@@ -1,3 +1,6 @@
+statement ok
+set sink_decouple = false;
+
 statement ok
 create table from_kafka ( *, gen_i32_field int as int32_field + 2, primary key (some_key) )
 include key as some_key
@@ -42,8 +45,126 @@ create sink sink0 from into_kafka with (
 format upsert encode avro (
   schema.registry = 'http://schemaregistry:8082');
 
+system ok
+rpk topic create test-rw-sink-plain-avro
+
+system ok
+jq '{"schema": tojson}' << EOF | curl -X POST -H 'content-type: application/json' -d @- 'http://schemaregistry:8082/subjects/test-rw-sink-plain-avro-value/versions'
+{
+  "type": "record",
+  "name": "Simple",
+  "fields": [
+    {
+      "name": "int32_field",
+      "type": ["null", "int"]
+    },
+    {
+      "name": "string_field",
+      "type": ["null", "string"]
+    }
+  ]
+}
+EOF
+
+statement ok
+create table from_kafka_plain
+include key as raw_key
+with (
+  connector = 'kafka',
+  topic = 'test-rw-sink-plain-avro',
+  properties.bootstrap.server = 'message_queue:29092')
+format plain encode avro (
+  schema.registry = 'http://schemaregistry:8082');
+
+statement ok
+create sink sink_plain_key_none as select int32_field, string_field from into_kafka with (
+  connector = 'kafka',
+  topic = 'test-rw-sink-plain-avro',
+  properties.bootstrap.server = 'message_queue:29092')
+format plain encode avro (
+  force_append_only = true,
+  schema.registry = 'http://schemaregistry:8082');
+
+statement ok
+create sink sink_plain_key_text as select int32_field, string_field from into_kafka with (
+  connector = 'kafka',
+  topic = 'test-rw-sink-plain-avro',
+  properties.bootstrap.server = 'message_queue:29092',
+  primary_key = 'int32_field')
+format plain encode avro (
+  force_append_only = true,
+  schema.registry = 'http://schemaregistry:8082')
+key encode text;
+
+system ok
+jq '{"schema": tojson}' << EOF | curl -X POST -H 'content-type: application/json' -d @- 'http://schemaregistry:8082/subjects/test-rw-sink-plain-avro-key/versions'
+{
+  "type": "record",
+  "name": "Key",
+  "fields": [
+    {
+      "name": "int32_field",
+      "type": ["null", "int"]
+    }
+  ]
+}
+EOF
+
+statement ok
+create sink sink_plain_key_avro as select int32_field, string_field from into_kafka with (
+  connector = 'kafka',
+  topic = 'test-rw-sink-plain-avro',
+  properties.bootstrap.server = 'message_queue:29092',
+  primary_key = 'int32_field')
+format plain encode avro (
+  force_append_only = true,
+  schema.registry = 'http://schemaregistry:8082');
+
 sleep 2s
 
+query ITT
+select
+  int32_field,
+  string_field,
+  case when octet_length(raw_key) > 5 and substring(raw_key from 1 for 1) = '\x00'
+  then substring(raw_key from 6) -- skip indeterministic confluent schema registry header
+  else raw_key end
+from from_kafka_plain order by string_field, raw_key;
+----
+22 Rising \x022c
+22 Rising \x3232
+22 Rising NULL
+11 Wave   \x0216
+11 Wave   \x3131
+11 Wave   NULL
+
+statement ok
+drop sink sink_plain_key_avro;
+
+statement ok
+drop sink sink_plain_key_text;
+
+statement ok
+drop sink sink_plain_key_none;
+
+statement ok
+drop table from_kafka_plain;
+
+system ok
+curl -X DELETE 'http://schemaregistry:8082/subjects/test-rw-sink-plain-avro-key'
+
+system ok
+curl -X DELETE 'http://schemaregistry:8082/subjects/test-rw-sink-plain-avro-key?permanent=true'
+
+system ok
+curl -X DELETE 'http://schemaregistry:8082/subjects/test-rw-sink-plain-avro-value'
+
+system ok
+curl -X DELETE 'http://schemaregistry:8082/subjects/test-rw-sink-plain-avro-value?permanent=true'
+
+system ok
+rpk topic delete test-rw-sink-plain-avro
+
 query TTTRRIITTTTTTTT
 select
   bool_field,
diff --git a/e2e_test/sink/kafka/create_sink.slt b/e2e_test/sink/kafka/create_sink.slt
index c3f738fbce2ae..be4c39c7cb1c6 100644
--- a/e2e_test/sink/kafka/create_sink.slt
+++ b/e2e_test/sink/kafka/create_sink.slt
@@ -1,6 +1,9 @@
 statement ok
 set rw_implicit_flush=true;
 
+statement ok
+set sink_decouple = false;
+
 statement ok
 create table t_kafka (
     id integer primary key,
@@ -270,7 +273,7 @@ create sink si_kafka_without_snapshot from t_kafka with (
     snapshot = 'false',
 );
 
-sleep 1s
+sleep 2s
 
 query T
 select rw_key from t_sink_text_id order by rw_key
@@ -290,4 +293,4 @@ insert into t_kafka values
     (10, '0oVqRIHqkb', 26951, 20674, 20674, 19387.238, 9042.404483827515, '2023-04-13 16:40:58.888742', '\x00', '05:01:00.1234567', '1970-01-01', '00:00:01.123456', '1970-01-01 00:00:00.123456'::timestamptz, '{}');
 
 statement ok
-drop table t_sink_text_id;
\ No newline at end of file
+drop table t_sink_text_id;
diff --git a/e2e_test/sink/kafka/protobuf.slt b/e2e_test/sink/kafka/protobuf.slt
index c3f6f0d3ad8e2..61a91435567da 100644
--- a/e2e_test/sink/kafka/protobuf.slt
+++ b/e2e_test/sink/kafka/protobuf.slt
@@ -1,3 +1,6 @@
+statement ok
+set sink_decouple = false;
+
 statement ok
 create table from_kafka with (
   connector = 'kafka',
diff --git a/e2e_test/sink/mongodb_sink.slt b/e2e_test/sink/mongodb_sink.slt
new file mode 100644
index 0000000000000..2122993e3003a
--- /dev/null
+++ b/e2e_test/sink/mongodb_sink.slt
@@ -0,0 +1,106 @@
+statement ok
+create table t1(
+    a smallint,
+    b int,
+    c bigint,
+    d rw_int256,
+    e real,
+    f double precision,
+    g varchar,
+    h bytea,
+    i date,
+    j time,
+    k timestamp,
+    l timestamptz,
+    m interval,
+    n STRUCT <b STRUCT<c INTEGER>, d INTEGER>,
+    o varchar[],
+    p jsonb
+) append only;
+
+statement ok
+create sink t1_sink from t1
+with (
+    connector='mongodb',
+    type = 'append-only',
+    mongodb.url = 'mongodb://mongodb:27017/?replicaSet=rs0',
+    collection.name = 'demo.t1',
+    mongodb.bulk_write.max_entries = '1024'
+);
+
+statement ok
+insert into t1 values(1, 2, 3, 4, 5.0, 6.0, '7', '\xDe00BeEf', date '2022-04-08', time '18:20:49',
+                      '2022-03-13 01:00:00'::timestamp, '2022-03-13 01:00:00Z'::timestamptz, interval '4 hour',
+                      ROW(ROW(8), 9), ARRAY['a', 'b', 'c'], '{"a": [{"b": 1}], "c": true}'::jsonb);
+
+statement ok
+create table t2(
+    _id bigint primary key,
+    collection_name varchar,
+    value varchar
+);
+
+statement ok
+create sink t2_sink from t2
+with (
+    connector='mongodb',
+    type = 'upsert',
+    mongodb.url = 'mongodb://mongodb:27017/?replicaSet=rs0',
+    collection.name = 'demo.t2',
+    mongodb.bulk_write.max_entries = '1024',
+    collection.name.field = 'collection_name',
+    collection.name.field.drop = 'true',
+    primary_key='_id'
+);
+
+statement ok
+insert into t2 values(1, 'shard_2024_01.tenant_1', 'data');
+
+statement ok
+insert into t2 values(2, '', 'data');
+
+statement ok
+create table t3(
+    a int,
+    b int,
+    value text,
+    primary key (a,b)
+);
+
+statement ok
+create sink t3_sink from t3
+with (
+    connector='mongodb',
+    type = 'upsert',
+    mongodb.url = 'mongodb://mongodb:27017/?replicaSet=rs0',
+    collection.name = 'demo.t3',
+    mongodb.bulk_write.max_entries = '1024',
+    primary_key='a,b'
+);
+
+statement ok
+delete from t3 where a = 1 and b = 2;
+
+statement ok
+insert into t3 values(1, 2, 'abc');
+
+statement ok
+FLUSH;
+
+statement ok
+DROP SINK t1_sink;
+
+statement ok
+DROP TABLE t1;
+
+statement ok
+DROP SINK t2_sink;
+
+statement ok
+DROP TABLE t2;
+
+statement ok
+DROP SINK t3_sink;
+
+statement ok
+DROP TABLE t3;
\ No newline at end of file
diff --git a/e2e_test/sink/mqtt_sink.slt b/e2e_test/sink/mqtt_sink.slt
index d19addb024c97..2602d2ddc6198 100644
--- a/e2e_test/sink/mqtt_sink.slt
+++ b/e2e_test/sink/mqtt_sink.slt
@@ -1,3 +1,6 @@
+statement ok
+set sink_decouple = false;
+
 statement ok
 CREATE TABLE mqtt (
   device_id varchar,
diff --git a/e2e_test/sink/pulsar_sink.slt b/e2e_test/sink/pulsar_sink.slt
index 2284f9c1877e3..f8d6aa1aaff4c 100644
--- a/e2e_test/sink/pulsar_sink.slt
+++ b/e2e_test/sink/pulsar_sink.slt
@@ -1,3 +1,6 @@
+statement ok
+set sink_decouple = false;
+
 statement ok
 CREATE TABLE pulsar (
     id BIGINT,
diff --git a/e2e_test/sink/sink_into_table/issue_17278.slt b/e2e_test/sink/sink_into_table/issue_17278.slt
new file mode 100644
index 0000000000000..a1d61d33b3ce2
--- /dev/null
+++ b/e2e_test/sink/sink_into_table/issue_17278.slt
@@ -0,0 +1,34 @@
+statement ok
+SET RW_IMPLICIT_FLUSH TO true;
+
+statement ok
+create table t(
+    x int,
+    y timestamptz default now(),
+    z timestamptz default now() - interval '1 minute'
+) append only;
+
+statement ok
+create table s(x int) append only;
+
+statement ok
+create sink ss into t from s with (type = 'append-only');
+
+statement ok
+insert into s values (1), (2);
+
+query IT rowsort
+select x from t where y >= date '2021-01-01';
+----
+1
+2
+
+statement ok
+drop sink ss;
+
+statement ok
+drop table t;
+
+statement ok
+drop table s;
+
diff --git a/e2e_test/sink/sqlserver_sink.slt b/e2e_test/sink/sqlserver_sink.slt
new file mode 100644
index 0000000000000..156b8b865ffc8
--- /dev/null
+++ b/e2e_test/sink/sqlserver_sink.slt
@@ -0,0 +1,59 @@
+statement ok
+create table t_many_data_type_rw (
+  k1 int, k2 int,
+  c_boolean bool,
+  c_int16 smallint,
+  c_int32 int,
+  c_int64 bigint,
+  c_float32 float,
+  c_float64 double,
+  c_decimal decimal,
+  c_date date,
+  c_time time,
+  c_timestamp timestamp,
+  c_timestampz timestamp,
+  c_nvarchar string,
+  c_varbinary bytea);
+
+statement ok
+create sink s_many_data_type from t_many_data_type_rw with (
+  connector = 'sqlserver',
+  type = 'upsert',
+  sqlserver.host = 'sqlserver-server',
+  sqlserver.port = 1433,
+  sqlserver.user = 'SA',
+  sqlserver.password = 'SomeTestOnly@SA',
+  sqlserver.database = 'SinkTest',
+  sqlserver.table = 't_many_data_type',
+  primary_key = 'k1,k2',
+);
+
+statement ok
+insert into t_many_data_type_rw values
+(0,0,false,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL),
+(1,1,false,1,1,1,1.0,1.0,1.0,date '2022-04-08',time '18:20:49','2022-03-13 01:00:00'::timestamp,'2022-03-13 01:00:00Z'::timestamptz,'Hello World!','\xDe00BeEf'),
+(1,2,false,2,2,1,1.0,1.0,1.0,date '2022-04-08',time '18:20:49','2022-03-13 01:00:00'::timestamp,'2022-03-13 01:00:00Z'::timestamptz,'Hello World!','\xDe00BeEf'),
+(1,3,false,2,2,1,1.0,1.0,1.0,date '2022-04-08',time '18:20:49','2022-03-13 01:00:00'::timestamp,'2022-03-13 01:00:00Z'::timestamptz,'Hello World!','\xDe00BeEf'),
+(1,4,false,2,2,1,1.0,1.0,1.0,date '2022-04-08',time '18:20:49','2022-03-13 01:00:00'::timestamp,'2022-03-13 01:00:00Z'::timestamptz,'Hello World!','\xDe00BeEf'),
+(1,1,false,2,2,1,1.0,1.0,1.0,date '2022-04-08',time '18:20:49','2022-03-13 01:00:00'::timestamp,'2022-03-13 01:00:00Z'::timestamptz,'Hello World!','\xDe00BeEf');
+flush;
+
+statement ok
+delete from t_many_data_type_rw where k1=1 and k2=2;
+delete from t_many_data_type_rw where k1=1 and k2=3;
+flush;
+
+statement ok
+insert into t_many_data_type_rw values
+(1,1,false,55,55,1,1.0,1.0,1.0,date '2022-04-08',time '18:20:49','2022-03-13 01:00:00'::timestamp,'2022-03-13 01:00:00Z'::timestamptz,'Hello World!','\xDe00BeEf'),
+(1,2,false,66,66,1,1.0,1.0,1.0,date '2022-04-08',time '18:20:49','2022-03-13 01:00:00'::timestamp,'2022-03-13 01:00:00Z'::timestamptz,'Hello World!','\xDe00BeEf');
+flush;
+
+statement ok
+FLUSH;
+
+statement ok
+DROP SINK s_many_data_type;
+
+statement ok
+DROP TABLE t_many_data_type_rw;
diff --git a/e2e_test_slow/backfill/rate_limit/slow-udf.slt b/e2e_test/slow_tests/backfill/rate_limit/slow-udf.slt
similarity index 100%
rename from e2e_test_slow/backfill/rate_limit/slow-udf.slt
rename to e2e_test/slow_tests/backfill/rate_limit/slow-udf.slt
diff --git a/e2e_test_slow/udf/always_retry_python.slt b/e2e_test/slow_tests/udf/always_retry_python.slt
similarity index 100%
rename from e2e_test_slow/udf/always_retry_python.slt
rename to e2e_test/slow_tests/udf/always_retry_python.slt
diff --git a/e2e_test/source/basic/ddl.slt b/e2e_test/source/basic/ddl.slt
index 465e0f19344e9..a56d90934c149 100644
--- a/e2e_test/source/basic/ddl.slt
+++ b/e2e_test/source/basic/ddl.slt
@@ -188,7 +188,7 @@ create table s (
 query T
 show sources
 ----
-
+s
 
 query T
 show tables
diff --git a/e2e_test/source/basic/inlcude_key_as.slt b/e2e_test/source/basic/inlcude_key_as.slt
deleted file mode 100644
index c971e1ac074d0..0000000000000
--- a/e2e_test/source/basic/inlcude_key_as.slt
+++ /dev/null
@@ -1,133 +0,0 @@
-# upsert format must have a pk
-statement error
-CREATE TABLE upsert_students_default_key (
-    "ID" INT,
-    "firstName" VARCHAR,
-    "lastName" VARCHAR,
-    age INT,
-    height REAL,
-    weight REAL
-)
-INCLUDE KEY AS rw_key
-WITH (
-	connector = 'kafka',
-    properties.bootstrap.server = 'message_queue:29092',
-	topic = 'upsert_json')
-FORMAT UPSERT ENCODE JSON
-
-# upsert format pk must be the key column
-statement error
-CREATE TABLE upsert_students_default_key (
-    "ID" INT primary key,
-    "firstName" VARCHAR,
-    "lastName" VARCHAR,
-    age INT,
-    height REAL,
-    weight REAL
-)
-INCLUDE KEY AS rw_key
-WITH (
-	connector = 'kafka',
-    properties.bootstrap.server = 'message_queue:29092',
-	topic = 'upsert_json')
-FORMAT UPSERT ENCODE JSON
-
-statement ok
-CREATE TABLE upsert_students_default_key (
-    "ID" INT,
-    "firstName" VARCHAR,
-    "lastName" VARCHAR,
-    age INT,
-    height REAL,
-    weight REAL,
-)
-INCLUDE KEY AS rw_key
-WITH (
-	connector = 'kafka',
-    properties.bootstrap.server = 'message_queue:29092',
-	topic = 'upsert_json')
-FORMAT PLAIN ENCODE JSON
-
-statement ok
-create table additional_columns (a int)
-include key as key_col
-include partition as partition_col
-include offset as offset_col
-include timestamp as timestamp_col
-include header as header_col
-WITH (
-	connector = 'kafka',
-    properties.bootstrap.server = 'message_queue:29092',
-	topic = 'kafka_additional_columns')
-FORMAT PLAIN ENCODE JSON
-
-# header with varchar type & non-exist header key
-statement ok
-create table additional_columns_1 (a int)
-include key as key_col
-include partition as partition_col
-include offset as offset_col
-include timestamp as timestamp_col
-include header 'header1' as header_col_1
-include header 'header2' as header_col_2
-include header 'header2' varchar as header_col_3
-include header 'header3' as header_col_4
-WITH (
-	connector = 'kafka',
-    properties.bootstrap.server = 'message_queue:29092',
-	topic = 'kafka_additional_columns')
-FORMAT PLAIN ENCODE JSON
-
-statement ok
-select * from upsert_students_default_key;
-
-statement ok
-select * from additional_columns;
-
-statement ok
-select * from additional_columns_1;
-
-# Wait enough time to ensure SourceExecutor consumes all Kafka data.
-sleep 3s
-
-query I
-select count(rw_key) from upsert_students_default_key
-----
-15
-
-query I
-SELECT count(*)
-FROM   additional_columns
-WHERE  key_col IS NOT NULL
-       AND partition_col IS NOT NULL
-       AND offset_col IS NOT NULL
-       AND timestamp_col IS NOT NULL
-       AND header_col IS NOT NULL
-----
-101
-
-# the input data is from scripts/source/prepare_ci_kafka.sh
-# ```
-# for i in {0..100}; do echo "key$i:{\"a\": $i}" | ${KCAT_BIN} -P -b message_queue:29092 -t ${ADDI_COLUMN_TOPIC} -K : -H "header1=v1" -H "header2=v2"; done
-# ```
-# The command generates 101 messages with key `key0` to `key100` and value `{"a": 0}` to `{"a": 100}`, with fixed headers `header1=v1` and `header2=v2`.
-
-query TT
-SELECT (header_col[1]).key AS key, (header_col[1]).value::text AS value
-FROM   additional_columns limit 1;
-----
-header1 \x7631
-
-query TTTT
-select header_col_1, header_col_2, header_col_3, header_col_4 from additional_columns_1 limit 1
-----
-\x7631 \x7632 v2 NULL
-
-statement ok
-drop table upsert_students_default_key
-
-statement ok
-drop table additional_columns
-
-statement ok
-drop table additional_columns_1
diff --git a/e2e_test/source/basic/nosim_kafka.slt b/e2e_test/source/basic/nosim_kafka.slt
index 0cef4889c3fe7..b773126c9a7c1 100644
--- a/e2e_test/source/basic/nosim_kafka.slt
+++ b/e2e_test/source/basic/nosim_kafka.slt
@@ -39,6 +39,22 @@ CREATE TABLE kafka_json_schema_plain with (
     kafka.scan.startup.mode = 'earliest'
 ) FORMAT PLAIN ENCODE JSON (schema.registry = '${RISEDEV_SCHEMA_REGISTRY_URL}');
 
+
+query
+describe kafka_json_schema_plain;
+----
+dimensions (empty) false NULL
+map jsonb false NULL
+notMap (empty) false NULL
+price double precision false NULL
+productId bigint false NULL
+productName character varying false NULL
+tags character varying[] false NULL
+_row_id serial true NULL
+primary key _row_id NULL NULL
+distribution key _row_id NULL NULL
+table description kafka_json_schema_plain NULL NULL
+
 statement ok
 CREATE TABLE kafka_json_schema_upsert (PRIMARY KEY(rw_key))
 INCLUDE KEY AS rw_key
@@ -83,10 +99,10 @@ select count(*) from debezium_compact;
 
 query TFITT
 select
-  "dimensions", "price", "productId", "productName", "tags"
+  *
 from kafka_json_schema_plain
 ----
-(9.5,7,12) 12.5 1 An ice sculpture {cold,ice}
+(9.5,7,12) {"foo": "bar"} (b) 12.5 1 An ice sculpture {cold,ice}
 
 query TFITT
 select
diff --git a/e2e_test/source/basic/old_row_format_syntax/ddl.slt b/e2e_test/source/basic/old_row_format_syntax/ddl.slt
index d5c41d4ded878..b48249ca7e393 100644
--- a/e2e_test/source/basic/old_row_format_syntax/ddl.slt
+++ b/e2e_test/source/basic/old_row_format_syntax/ddl.slt
@@ -142,7 +142,7 @@ create table s (
 query T
 show sources
 ----
-
+s
 
 query T
 show tables
diff --git a/e2e_test/source/basic/ttl_table_with_con.slt b/e2e_test/source/basic/ttl_table_with_con.slt
new file mode 100644
index 0000000000000..6a232bbdee2a2
--- /dev/null
+++ b/e2e_test/source/basic/ttl_table_with_con.slt
@@ -0,0 +1,32 @@
+statement ok
+create table t (v1 int, v2 varchar) APPEND ONLY with (
+  connector = 'kafka',
+  topic = 'kafka_1_partition_topic',
+  properties.bootstrap.server = 'message_queue:29092',
+  scan.startup.mode = 'earliest',
+  retention_seconds = 5
+) FORMAT PLAIN ENCODE JSON;
+
+statement ok
+flush;
+
+# Wait enough time to ensure SourceExecutor consumes all Kafka data.
+sleep 1s
+
+query IT rowsort
+select * from t
+----
+1 1
+2 22
+3 333
+4 4444
+
+statement ok
+select pg_sleep(10);
+
+query I
+select * from t;
+----
+
+statement ok
+drop table t;
\ No newline at end of file
diff --git a/e2e_test/source/cdc/mysql_cdc.sql b/e2e_test/source/cdc/mysql_cdc.sql
index 2c53e57748163..95c7c53ae1ef0 100644
--- a/e2e_test/source/cdc/mysql_cdc.sql
+++ b/e2e_test/source/cdc/mysql_cdc.sql
@@ -19,15 +19,15 @@ VALUES (default,"scooter","Small 2-wheel scooter"),
        (default,"hammer","14oz carpenter's hammer"),
        (default,"hammer","16oz carpenter's hammer"),
        (default,"rocks","box of assorted rocks"),
-       (default,"jacket","water resistent black wind breaker"),
+       (default,"jacket","water resistant black wind breaker"),
        (default,"spare tire","24 inch spare tire");
 
 
 CREATE TABLE orders (
     order_id INTEGER NOT NULL AUTO_INCREMENT PRIMARY KEY,
     order_date DATETIME NOT NULL,
-    customer_name VARCHAR(255) NOT NULL,
-    price DECIMAL(10, 5) NOT NULL,
+    `cusTomer_Name` VARCHAR(255) NOT NULL,
+    `priCE` DECIMAL(10, 5) NOT NULL,
     product_id INTEGER NOT NULL,
     order_status BOOLEAN NOT NULL -- Whether order has been placed
 ) AUTO_INCREMENT = 10001;
diff --git a/e2e_test/source/cdc_inline/auto_schema_map_mysql.slt b/e2e_test/source/cdc_inline/auto_schema_map_mysql.slt
new file mode 100644
index 0000000000000..ea1e98c16c1dc
--- /dev/null
+++ b/e2e_test/source/cdc_inline/auto_schema_map_mysql.slt
@@ -0,0 +1,136 @@
+control substitution on
+
+# test case need to cover all data types
+system ok
+mysql -e "DROP DATABASE IF EXISTS mytest; CREATE DATABASE mytest;"
+
+system ok
+mysql --protocol=tcp -u root mytest -e "
+    DROP TABLE IF EXISTS mysql_types_test;
+    CREATE TABLE customers(
+         id BIGINT PRIMARY KEY,
+         modified DATETIME,
+         custinfo JSON
+    );
+    ALTER TABLE customers ADD INDEX zipsa( (CAST(custinfo->'zipcode' AS UNSIGNED ARRAY)) );
+    CREATE TABLE IF NOT EXISTS mysql_types_test(
+        c_boolean boolean,
+        c_bit bit,
+        c_tinyint tinyint,
+        c_smallint smallint,
+        c_mediumint mediumint,
+        c_integer integer,
+        c_Bigint bigint,
+        c_decimal decimal,
+        c_float float,
+        c_double double,
+        c_char_255 char(255),
+        c_varchar_10000 varchar(10000),
+        c_binary_255 binary(255),
+        c_varbinary_10000 varbinary(10000),
+        c_date date,
+        c_time time,
+        c_datetime datetime,
+        c_timestamp timestamp,
+        c_enum ENUM('happy','sad','ok'),
+        c_json JSON,
+        PRIMARY KEY (c_boolean,c_Bigint,c_date)
+    );
+    INSERT INTO mysql_types_test VALUES ( False, 0, null, null, -8388608, -2147483647, 9223372036854775806, -10.0, -9999.999999, -10000.0, 'c', 'd', '', '', '1001-01-01', '-838:59:59.000000', '2000-01-01 00:00:00.000000', null, 'happy', '[1,2]');
+    INSERT INTO mysql_types_test VALUES ( True, 1, -128, -32767, -8388608, -2147483647, -9223372036854775807, -10.0, -9999.999999, -10000.0, 'a', 'b', '', '', '1001-01-01', '00:00:00', '1998-01-01 00:00:00.000000', '1970-01-01 00:00:01', 'sad', '[3,4]');
+    "
+
+statement ok
+create source mysql_source with (
+ connector = 'mysql-cdc',
+ hostname = '${MYSQL_HOST:localhost}',
+ port = '${MYSQL_TCP_PORT:8306}',
+ username = 'root',
+ password = '${MYSQL_PWD:}',
+ database.name = 'mytest',
+ server.id = '5601'
+);
+
+statement ok
+create table rw_customers (*) from mysql_source table 'mytest.customers';
+
+# Name, Type, Is Hidden, Description
+query TTTT
+describe rw_customers;
+----
+id bigint false NULL
+modified timestamp without time zone false NULL
+custinfo jsonb false NULL
+primary key id NULL NULL
+distribution key id NULL NULL
+table description rw_customers NULL NULL
+
+statement ok
+create table rw_mysql_types_test (*) from mysql_source table 'mytest.mysql_types_test';
+
+sleep 3s
+
+# Name, Type, Is Hidden, Description
+query TTTT
+describe rw_mysql_types_test;
+----
+c_boolean smallint false NULL
+c_bit boolean false NULL
+c_tinyint smallint false NULL
+c_smallint smallint false NULL
+c_mediumint integer false NULL
+c_integer integer false NULL
+c_Bigint bigint false NULL
+c_decimal numeric false NULL
+c_float real false NULL
+c_double double precision false NULL
+c_char_255 character varying false NULL
+c_varchar_10000 character varying false NULL
+c_binary_255 bytea false NULL
+c_varbinary_10000 bytea false NULL
+c_date date false NULL
+c_time time without time zone false NULL
+c_datetime timestamp without time zone false NULL
+c_timestamp timestamp with time zone false NULL
+c_enum character varying false NULL
+c_json jsonb false NULL
+primary key c_boolean, c_Bigint, c_date NULL NULL
+distribution key c_boolean, c_Bigint, c_date NULL NULL
+table description rw_mysql_types_test NULL NULL
+
+query TTTTTTTTTTTTT
+SELECT
+    c_boolean,
+    c_bit,
+    c_tinyint,
+    c_smallint,
+    c_mediumint,
+    c_integer,
+    "c_Bigint",
+    c_decimal,
+    c_float,
+    c_double,
+    c_char_255,
+    c_varchar_10000,
+    c_binary_255
+FROM rw_mysql_types_test order by c_boolean;
+----
+0 NULL NULL NULL -8388608 -2147483647 9223372036854775806 -10 -10000 -10000 c d \x000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000
+1 NULL -128 -32767 -8388608 -2147483647 -9223372036854775807 -10 -10000 -10000 a b \x000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000
+
+query TTTTTTTT
+SELECT
+    c_varbinary_10000,
+    c_date,
+    c_time,
+    c_datetime,
+    c_timestamp,
+    c_enum,
+    c_json
+FROM rw_mysql_types_test order by c_boolean;
+----
+\x 1001-01-01 NULL 2000-01-01 00:00:00 NULL happy [1, 2]
+\x 1001-01-01 00:00:00 1998-01-01 00:00:00 1970-01-01 00:00:01+00:00 sad [3, 4]
+
+statement ok
+drop source mysql_source cascade;
diff --git a/e2e_test/source/cdc_inline/auto_schema_map_pg.slt b/e2e_test/source/cdc_inline/auto_schema_map_pg.slt
new file mode 100644
index 0000000000000..8183a617293b0
--- /dev/null
+++ b/e2e_test/source/cdc_inline/auto_schema_map_pg.slt
@@ -0,0 +1,168 @@
+control substitution on
+
+# test case need to cover all data types
+system ok
+psql -c "
+    DROP TABLE IF EXISTS postgres_types_test;
+    CREATE TABLE IF NOT EXISTS postgres_types_test(
+         c_boolean boolean,
+         c_smallint smallint,
+         c_integer integer,
+         c_bigint bigint,
+         c_decimal decimal,
+         c_real real,
+         c_double_precision double precision,
+         c_varchar varchar,
+         c_bytea bytea,
+         c_date date,
+         c_time time,
+         c_timestamp timestamp,
+         c_timestamptz timestamptz,
+         c_interval interval,
+         c_jsonb jsonb,
+         c_uuid uuid,
+         c_enum mood,
+         c_boolean_array boolean[],
+         c_smallint_array smallint[],
+         c_integer_array integer[],
+         c_bigint_array bigint[],
+         c_decimal_array decimal[],
+         c_real_array real[],
+         c_double_precision_array double precision[],
+         c_varchar_array varchar[],
+         c_bytea_array bytea[],
+         c_date_array date[],
+         c_time_array time[],
+         c_timestamp_array timestamp[],
+         c_timestamptz_array timestamptz[],
+         c_interval_array interval[],
+         c_jsonb_array jsonb[],
+         c_uuid_array uuid[],
+         c_enum_array mood[],
+         PRIMARY KEY (c_boolean,c_bigint,c_date)
+    );
+    INSERT INTO postgres_types_test VALUES ( False, 0, 0, 0, 0, 0, 0, '', '00'::bytea, '0001-01-01', '00:00:00', '2001-01-01 00:00:00'::timestamp, '2001-01-01 00:00:00-8'::timestamptz, interval '0 second', '{}', null, 'sad', array[]::boolean[], array[]::smallint[], array[]::integer[], array[]::bigint[], array[]::decimal[], array[]::real[], array[]::double precision[], array[]::varchar[], array[]::bytea[], array[]::date[], array[]::time[], array[]::timestamp[], array[]::timestamptz[], array[]::interval[], array[]::jsonb[], array[]::uuid[], array[]::mood[]);
+    INSERT INTO postgres_types_test VALUES ( False, -32767, -2147483647, -9223372036854775807, -10.0, -9999.999999, -10000.0, 'd', '00'::bytea, '0001-01-01', '00:00:00', '2001-01-01 00:00:00'::timestamp, '2001-01-01 00:00:00-8'::timestamptz, interval '0 second', '{}', 'bb488f9b-330d-4012-b849-12adeb49e57e', 'happy', array[False::boolean]::boolean[], array[-32767::smallint]::smallint[], array[-2147483647::integer]::integer[], array[-9223372036854775807::bigint]::bigint[], array[-10.0::decimal]::decimal[], array[-9999.999999::real]::real[], array[-10000.0::double precision]::double precision[], array[''::varchar]::varchar[], array['00'::bytea]::bytea[], array['0001-01-01'::date]::date[], array['00:00:00'::time]::time[], array['2001-01-01 00:00:00'::timestamp::timestamp]::timestamp[], array['2001-01-01 00:00:00-8'::timestamptz::timestamptz]::timestamptz[], array[interval '0 second'::interval]::interval[], array['{}'::jsonb]::jsonb[], '{bb488f9b-330d-4012-b849-12adeb49e57e}', '{happy,ok,sad}');
+    INSERT INTO postgres_types_test VALUES ( False, 1, 123, 1234567890, 123.45, 123.45, 123.456, 'a_varchar', 'DEADBEEF'::bytea, '0024-01-01', '12:34:56', '2024-05-19 12:34:56', '2024-05-19 12:34:56+00', INTERVAL '1 day', to_jsonb('hello'::text), '123e4567-e89b-12d3-a456-426614174000', 'happy', ARRAY[NULL, TRUE]::boolean[], ARRAY[NULL, 1::smallint], ARRAY[NULL, 123], ARRAY[NULL, 1234567890], ARRAY[NULL, 123.45::numeric], ARRAY[NULL, 123.45::real], ARRAY[NULL, 123.456], ARRAY[NULL, 'a_varchar'], ARRAY[NULL, 'DEADBEEF'::bytea], ARRAY[NULL, '2024-05-19'::date], ARRAY[NULL, '12:34:56'::time], ARRAY[NULL, '2024-05-19 12:34:56'::timestamp], ARRAY[NULL, '2024-05-19 12:34:56+00'::timestamptz], ARRAY[NULL, INTERVAL '1 day'], ARRAY[NULL, to_jsonb('hello'::text)], ARRAY[NULL, '123e4567-e89b-12d3-a456-426614174000'::uuid], ARRAY[NULL, 'happy'::mood]);
+    INSERT INTO postgres_types_test VALUES ( False, NULL, NULL, 1, NULL, NULL, NULL, NULL, NULL, '0024-05-19', NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL);
+    "
+
+statement ok
+create source pg_source with (
+ connector = 'postgres-cdc',
+ hostname = '${PGHOST:localhost}',
+ port = '${PGPORT:5432}',
+ username = '${PGUSER:$USER}',
+ password = '${PGPASSWORD:}',
+ database.name = '${PGDATABASE:postgres}',
+ slot.name = 'pg_slot'
+);
+
+
+statement ok
+create table rw_postgres_types_test (*) from pg_source table 'public.postgres_types_test';
+
+sleep 3s
+
+# Name, Type, Is Hidden, Description
+query TTTT
+describe rw_postgres_types_test;
+----
+c_boolean boolean false NULL
+c_smallint smallint false NULL
+c_integer integer false NULL
+c_bigint bigint false NULL
+c_decimal numeric false NULL
+c_real real false NULL
+c_double_precision double precision false NULL
+c_varchar character varying false NULL
+c_bytea bytea false NULL
+c_date date false NULL
+c_time time without time zone false NULL
+c_timestamp timestamp without time zone false NULL
+c_timestamptz timestamp with time zone false NULL
+c_interval interval false NULL
+c_jsonb jsonb false NULL
+c_uuid character varying false NULL
+c_enum character varying false NULL
+c_boolean_array boolean[] false NULL
+c_smallint_array smallint[] false NULL
+c_integer_array integer[] false NULL
+c_bigint_array bigint[] false NULL
+c_decimal_array numeric[] false NULL
+c_real_array real[] false NULL
+c_double_precision_array double precision[] false NULL
+c_varchar_array character varying[] false NULL
+c_bytea_array bytea[] false NULL
+c_date_array date[] false NULL
+c_time_array time without time zone[] false NULL
+c_timestamp_array timestamp without time zone[] false NULL
+c_timestamptz_array timestamp with time zone[] false NULL
+c_interval_array interval[] false NULL
+c_jsonb_array jsonb[] false NULL
+c_uuid_array character varying[] false NULL
+c_enum_array character varying[] false NULL
+primary key c_boolean, c_bigint, c_date NULL NULL
+distribution key c_boolean, c_bigint, c_date NULL NULL
+table description rw_postgres_types_test NULL NULL
+
+query TTTTTTT
+SELECT
+    c_boolean,
+    c_smallint,
+    c_integer,
+    c_bigint,
+    c_decimal,
+    c_real,
+    c_double_precision,
+    c_varchar,
+    c_bytea from rw_postgres_types_test where c_enum = 'happy' order by c_integer;
+----
+f -32767 -2147483647 -9223372036854775807 -10.0 -10000 -10000 d \x3030
+f 1 123 1234567890 123.45 123.45 123.456 a_varchar \x4445414442454546
+
+query TTTTT
+SELECT
+    c_date,
+    c_time,
+    c_timestamp,
+    c_timestamptz,
+    c_interval from rw_postgres_types_test where c_enum = 'happy' order by c_integer;
+----
+0001-01-01 00:00:00 2001-01-01 00:00:00 2001-01-01 08:00:00+00:00 00:00:00
+0024-01-01 12:34:56 2024-05-19 12:34:56 2024-05-19 12:34:56+00:00 1 day
+
+query TTTTTTT
+SELECT
+    c_jsonb,
+    c_uuid,
+    c_enum,
+    c_boolean_array,
+    c_smallint_array,
+    c_integer_array,
+    c_bigint_array from rw_postgres_types_test where c_enum = 'happy' order by c_integer;
+----
+{} bb488f9b-330d-4012-b849-12adeb49e57e happy {f} {-32767} {-2147483647} {-9223372036854775807}
+"hello" 123e4567-e89b-12d3-a456-426614174000 happy {NULL,t} {NULL,1} {NULL,123} {NULL,1234567890}
+
+query TTTTTTTTTTTTT
+SELECT
+    c_decimal_array,
+    c_real_array,
+    c_double_precision_array,
+    c_varchar_array,
+    c_bytea_array,
+    c_date_array,
+    c_time_array,
+    c_timestamp_array,
+    c_timestamptz_array,
+    c_interval_array,
+    c_jsonb_array,
+    c_uuid_array,
+    c_enum_array from rw_postgres_types_test where c_enum = 'happy' order by c_integer;
+----
+{-10.0} {-10000} {-10000} {""} {"\\x3030"} {0001-01-01} {00:00:00} {"2001-01-01 00:00:00"} {"2001-01-01 08:00:00+00:00"} NULL {"{}"} {bb488f9b-330d-4012-b849-12adeb49e57e} {happy,ok,sad}
+{NULL,123.45} {NULL,123.45} {NULL,123.456} {NULL,a_varchar} {NULL,"\\x4445414442454546"} {NULL,2024-05-19} {NULL,12:34:56} {NULL,"2024-05-19 12:34:56"} {NULL,"2024-05-19 12:34:56+00:00"} NULL {NULL,"\"hello\""} {NULL,123e4567-e89b-12d3-a456-426614174000} NULL
+
+statement ok
+drop source pg_source cascade;
diff --git a/e2e_test/source/pulsar/astra-streaming.py b/e2e_test/source/pulsar/astra-streaming.py
index 299529e170232..b2e653ed5677b 100644
--- a/e2e_test/source/pulsar/astra-streaming.py
+++ b/e2e_test/source/pulsar/astra-streaming.py
@@ -20,7 +20,7 @@ def do_test(config):
     cur.execute(f'''CREATE TABLE t (v1 int, v2 varchar)
                     WITH (
                     connector='pulsar',
-                    topic='persistent://tenant0/default/topic0',
+                    topic='persistent://meetup/default/ci-test',
                     service.url='pulsar+ssl://pulsar-gcp-useast1.streaming.datastax.com:6651',
                     auth.token='{config['ASTRA_STREAMING_TOKEN']}'
                     )
diff --git a/e2e_test/source/pulsar/pulsar.slt b/e2e_test/source/pulsar/pulsar.slt
index 2072dfb6f8449..29dc30c60994b 100644
--- a/e2e_test/source/pulsar/pulsar.slt
+++ b/e2e_test/source/pulsar/pulsar.slt
@@ -1,8 +1,9 @@
 query IT nosort
 select * FROM t;
 ----
-1 name0
-2 name0
-6 name3
-0 name5
-5 name8
\ No newline at end of file
+1 name1
+2 name2
+3 name3
+4 name4
+5 name5
+6 name6
diff --git a/e2e_test/source_inline/commands.toml b/e2e_test/source_inline/commands.toml
index 48342bceafd42..57d09d8237efa 100644
--- a/e2e_test/source_inline/commands.toml
+++ b/e2e_test/source_inline/commands.toml
@@ -37,6 +37,12 @@ set -e
 if [ -n "${RISEDEV_KAFKA_BOOTSTRAP_SERVERS}" ]; then
     echo "Deleting all Kafka topics..."
     rpk topic delete -r "*"
+    echo "Deleting all schema registry subjects"
+    rpk sr subject list | while read -r subject; do
+        echo "Deleting schema registry subject: $subject"
+        rpk sr subject delete "$subject"
+        rpk sr subject delete "$subject" --permanent
+    done
 else
     echo "No Kafka to clean."
 fi
diff --git a/e2e_test/source_inline/kafka/avro/alter_source.slt b/e2e_test/source_inline/kafka/avro/alter_source.slt
new file mode 100644
index 0000000000000..e60bf5c0295b0
--- /dev/null
+++ b/e2e_test/source_inline/kafka/avro/alter_source.slt
@@ -0,0 +1,70 @@
+control substitution on
+
+# https://github.com/risingwavelabs/risingwave/issues/16486
+
+# cleanup
+system ok
+rpk topic delete 'avro_alter_source_test' || true; \\
+(rpk sr subject delete 'avro_alter_source_test-value' && rpk sr subject delete 'avro_alter_source_test-value' --permanent) || true;
+
+# create topic and sr subject
+system ok
+rpk topic create 'avro_alter_source_test'
+
+system ok
+echo '{"type":"record","name":"Root","fields":[{"name":"foo","type":"string"}]}' | jq '{"schema": tojson}' \\
+| curl -X POST -H 'content-type:application/json' -d @- '${RISEDEV_SCHEMA_REGISTRY_URL}/subjects/avro_alter_source_test-value/versions'
+
+statement ok
+create source s
+WITH (
+    ${RISEDEV_KAFKA_WITH_OPTIONS_COMMON},
+    topic = 'avro_alter_source_test'
+)
+FORMAT PLAIN ENCODE AVRO (
+    schema.registry = '${RISEDEV_SCHEMA_REGISTRY_URL}'
+);
+
+# create a new version of schema and produce a message
+system ok
+echo '{"type":"record","name":"Root","fields":[{"name":"bar","type":"int","default":0},{"name":"foo","type":"string"}]}' | jq '{"schema": tojson}' \\
+| curl -X POST -H 'content-type:application/json' -d @- '${RISEDEV_SCHEMA_REGISTRY_URL}/subjects/avro_alter_source_test-value/versions'
+
+system ok
+echo '{"foo":"ABC", "bar":1}' | rpk topic produce --schema-id=topic avro_alter_source_test
+
+query ?
+select * from s
+----
+ABC
+
+statement error
+alter source s format plain encode json;
+----
+db error: ERROR: Failed to run the query
+
+Caused by:
+  Feature is not yet implemented: the original definition is FORMAT Plain ENCODE Avro, and altering them is not supported yet
+No tracking issue yet. Feel free to submit a feature request at https://github.com/risingwavelabs/risingwave/issues/new?labels=type%2Ffeature&template=feature_request.yml
+
+
+statement ok
+alter source s format plain encode avro (schema.registry = '${RISEDEV_SCHEMA_REGISTRY_URL}');
+
+query ??
+select * from s
+----
+ABC	1
+
+statement ok
+create materialized view mv as select * from s;
+
+sleep 2s
+
+query ??
+select * from mv
+----
+ABC	1
+
+statement ok
+drop source s cascade;
diff --git a/e2e_test/source_inline/kafka/avro/name_strategy.slt b/e2e_test/source_inline/kafka/avro/name_strategy.slt
index b9aaacef37db8..e48be738886f4 100644
--- a/e2e_test/source_inline/kafka/avro/name_strategy.slt
+++ b/e2e_test/source_inline/kafka/avro/name_strategy.slt
@@ -27,7 +27,6 @@ create source s1 () with (
 system ok
 python3 scripts/source/schema_registry_producer.py  "${RISEDEV_KAFKA_BOOTSTRAP_SERVERS}" "${RISEDEV_SCHEMA_REGISTRY_URL}" e2e_test/source_inline/kafka/avro/upsert_avro_json "topic" "avro"
 
-# If we cannot extract key schema, use message key as varchar primary key
 statement ok
 CREATE TABLE t_topic ( primary key (rw_key) )
 INCLUDE KEY AS rw_key
@@ -38,18 +37,6 @@ WITH (
 FORMAT UPSERT ENCODE AVRO (schema.registry = '${RISEDEV_SCHEMA_REGISTRY_URL}');
 
 
-# TODO: Uncomment this when we add test data kafka key with format `"ID":id`
-# statement ok
-# CREATE TABLE upsert_avro_json (
-#   PRIMARY KEY("ID")
-# )
-# WITH (
-# connector = 'kafka',
-#  properties.bootstrap.server = '${RISEDEV_KAFKA_BOOTSTRAP_SERVERS}',
-# topic = 'upsert_avro_json')
-# FORMAT UPSERT ENCODE AVRO (schema.registry = '${RISEDEV_SCHEMA_REGISTRY_URL}');
-
-
 #######################
 # record_name_strategy
 #######################
@@ -138,26 +125,12 @@ FROM
 ORDER BY
  "ID";
 ----
-update id1 -1 6768 6970 value9 7172 info9 2021-05-18T07:59:58.714Z -21474836.47 NULL NULL NULL
-delete id2 2 7778 7980 value10 8182 info10 2021-05-19T15:22:45.539Z 99999999.99 NULL NULL NULL
-delete id3 3 7778 7980 value10 8182 info10 2021-05-19T15:22:45.539Z 21474836.47 NULL NULL NULL
-delete id5 5 7778 7980 value10 8182 info10 2021-05-19T15:22:45.539Z 21474836.49 NULL NULL NULL
-NULL id6 NULL NULL NULL NULL NULL NULL NULL -0.01 NULL (abcdefg) NULL
-NULL id7 NULL NULL NULL NULL NULL NULL NULL -0.01 NULL NULL 67e55044-10b1-426f-9247-bb680e5fe0c8
-
-# query II
-# SELECT
-#  *
-# FROM
-#  upsert_avro_json
-# ORDER BY
-#  "ID";
-# ----
-# update id1 -1 6768 6970 value9 7172 info9 2021-05-18T07:59:58.714Z
-# delete id2 2 7778 7980 value10 8182 info10 2021-05-19T15:22:45.539Z
-# delete id3 3 7778 7980 value10 8182 info10 2021-05-19T15:22:45.539Z
-# delete id5 5 7778 7980 value10 8182 info10 2021-05-19T15:22:45.539Z
-
+update id1 -1 6768 6970 value9 7172 info9 2021-05-18T07:59:58.714Z -21474836.47 NULL NULL NULL NaN
+delete id2 2 7778 7980 value10 8182 info10 2021-05-19T15:22:45.539Z 99999999.99 NULL NULL NULL NaN
+delete id3 3 7778 7980 value10 8182 info10 2021-05-19T15:22:45.539Z 21474836.47 NULL NULL NULL NaN
+delete id5 5 7778 7980 value10 8182 info10 2021-05-19T15:22:45.539Z 21474836.49 NULL NULL NULL NaN
+NULL id6 NULL NULL NULL NULL NULL NULL NULL -0.01 NULL (abcdefg) NULL NaN
+NULL id7 NULL NULL NULL NULL NULL NULL NULL -0.01 NULL NULL 67e55044-10b1-426f-9247-bb680e5fe0c8 NaN
 
 
 query II
@@ -168,15 +141,15 @@ FROM
 ORDER BY
  "ID";
 ----
-update id1 1 6768 6970 value9 7172 info9 2021-05-18T07:59:58.714Z 99999999.99 NULL NULL NULL
-update id1 -1 6768 6970 value9 7172 info9 2021-05-18T07:59:58.714Z -21474836.47 NULL NULL NULL
-delete id2 2 7778 7980 value10 8182 info10 2021-05-19T15:22:45.539Z 99999999.99 NULL NULL NULL
-delete id3 3 7778 7980 value10 8182 info10 2021-05-19T15:22:45.539Z 21474836.47 NULL NULL NULL
-delete id4 4 7778 7980 value10 8182 info10 2021-05-19T15:22:45.539Z 21474836.49 NULL NULL NULL
-delete id5 5 7778 7980 value10 8182 info10 2021-05-19T15:22:45.539Z 21474836.49 NULL NULL NULL
-NULL id6 NULL NULL NULL NULL NULL NULL NULL -0.01 NULL (abcdefg) NULL
-NULL id7 NULL NULL NULL NULL NULL NULL NULL -0.01 NULL NULL 67e55044-10b1-426f-9247-bb680e5fe0c8
-NULL NULL NULL NULL NULL NULL NULL NULL NULL NULL NULL NULL NULL
+update id1 1 6768 6970 value9 7172 info9 2021-05-18T07:59:58.714Z 99999999.99 NULL NULL NULL NaN
+update id1 -1 6768 6970 value9 7172 info9 2021-05-18T07:59:58.714Z -21474836.47 NULL NULL NULL NaN
+delete id2 2 7778 7980 value10 8182 info10 2021-05-19T15:22:45.539Z 99999999.99 NULL NULL NULL NaN
+delete id3 3 7778 7980 value10 8182 info10 2021-05-19T15:22:45.539Z 21474836.47 NULL NULL NULL NaN
+delete id4 4 7778 7980 value10 8182 info10 2021-05-19T15:22:45.539Z 21474836.49 NULL NULL NULL NaN
+delete id5 5 7778 7980 value10 8182 info10 2021-05-19T15:22:45.539Z 21474836.49 NULL NULL NULL NaN
+NULL id6 NULL NULL NULL NULL NULL NULL NULL -0.01 NULL (abcdefg) NULL NaN
+NULL id7 NULL NULL NULL NULL NULL NULL NULL -0.01 NULL NULL 67e55044-10b1-426f-9247-bb680e5fe0c8 NaN
+NULL NULL NULL NULL NULL NULL NULL NULL NULL NULL NULL NULL NULL NULL
 
 
 query II
@@ -187,21 +160,18 @@ FROM
 ORDER BY
  "ID";
 ----
-update id1 -1 6768 6970 value9 7172 info9 2021-05-18T07:59:58.714Z -21474836.47 NULL NULL NULL
-delete id2 2 7778 7980 value10 8182 info10 2021-05-19T15:22:45.539Z 99999999.99 NULL NULL NULL
-delete id3 3 7778 7980 value10 8182 info10 2021-05-19T15:22:45.539Z 21474836.47 NULL NULL NULL
-delete id5 5 7778 7980 value10 8182 info10 2021-05-19T15:22:45.539Z 21474836.49 NULL NULL NULL
-NULL id6 NULL NULL NULL NULL NULL NULL NULL -0.01 NULL (abcdefg) NULL
-NULL id7 NULL NULL NULL NULL NULL NULL NULL -0.01 NULL NULL 67e55044-10b1-426f-9247-bb680e5fe0c8
+update id1 -1 6768 6970 value9 7172 info9 2021-05-18T07:59:58.714Z -21474836.47 NULL NULL NULL NaN
+delete id2 2 7778 7980 value10 8182 info10 2021-05-19T15:22:45.539Z 99999999.99 NULL NULL NULL NaN
+delete id3 3 7778 7980 value10 8182 info10 2021-05-19T15:22:45.539Z 21474836.47 NULL NULL NULL NaN
+delete id5 5 7778 7980 value10 8182 info10 2021-05-19T15:22:45.539Z 21474836.49 NULL NULL NULL NaN
+NULL id6 NULL NULL NULL NULL NULL NULL NULL -0.01 NULL (abcdefg) NULL NaN
+NULL id7 NULL NULL NULL NULL NULL NULL NULL -0.01 NULL NULL 67e55044-10b1-426f-9247-bb680e5fe0c8 NaN
 
 
 
 statement ok
 DROP TABLE t_topic;
 
-# statement ok
-# DROP TABLE upsert_avro_json;
-
 statement ok
 DROP TABLE t_record_format_plain;
 
diff --git a/e2e_test/source_inline/kafka/avro/upsert_avro_json b/e2e_test/source_inline/kafka/avro/upsert_avro_json
index 426b27c41fb98..ec1fc3fd008a5 100644
--- a/e2e_test/source_inline/kafka/avro/upsert_avro_json
+++ b/e2e_test/source_inline/kafka/avro/upsert_avro_json
@@ -1,4 +1,4 @@
-"string"^{"type":"record","name":"OBJ_ATTRIBUTE_VALUE","namespace":"CPLM","fields":[{"name":"op_type","type":["null","string"],"default":null},{"name":"ID","type":["null","string"],"default":null},{"name":"CLASS_ID","type":["null","string"],"default":null},{"name":"ITEM_ID","type":["null","string"],"default":null},{"name":"ATTR_ID","type":["null","string"],"default":null},{"name":"ATTR_VALUE","type":["null","string"],"default":null},{"name":"ORG_ID","type":["null","string"],"default":null},{"name":"UNIT_INFO","type":["null","string"],"default":null},{"name":"UPD_TIME","type":["null","string"],"default":null},{"name":"DEC_VAL","type":[{"type":"bytes","logicalType":"decimal","precision":10,"scale":2},"null"],"default":"\u00ff"},{"name":"REFERRED","type":["null",{"type":"record","name":"REFERRED_TYPE","fields":[{"name":"a","type":"string"}]}],"default":null},{"name":"REF","type":["null","REFERRED_TYPE"],"default":null},{"name":"uuid","type":["null",{"type":"string","logicalType":"uuid"}],"default":null}],"connect.name":"CPLM.OBJ_ATTRIBUTE_VALUE"}
+"string"^{"type":"record","name":"OBJ_ATTRIBUTE_VALUE","namespace":"CPLM","fields":[{"name":"op_type","type":["null","string"],"default":null},{"name":"ID","type":["null","string"],"default":null},{"name":"CLASS_ID","type":["null","string"],"default":null},{"name":"ITEM_ID","type":["null","string"],"default":null},{"name":"ATTR_ID","type":["null","string"],"default":null},{"name":"ATTR_VALUE","type":["null","string"],"default":null},{"name":"ORG_ID","type":["null","string"],"default":null},{"name":"UNIT_INFO","type":["null","string"],"default":null},{"name":"UPD_TIME","type":["null","string"],"default":null},{"name":"DEC_VAL","type":[{"type":"bytes","logicalType":"decimal","precision":10,"scale":2},"null"],"default":"\u00ff"},{"name":"REFERRED","type":["null",{"type":"record","name":"REFERRED_TYPE","fields":[{"name":"a","type":"string"}]}],"default":null},{"name":"REF","type":["null","REFERRED_TYPE"],"default":null},{"name":"uuid","type":["null",{"type":"string","logicalType":"uuid"}],"default":null},{"name":"rate","type":"double","default":"NaN"}],"connect.name":"CPLM.OBJ_ATTRIBUTE_VALUE"}
 "id1"^{"op_type": {"string": "update"}, "ID": {"string": "id1"}, "CLASS_ID": {"string": "1"}, "ITEM_ID": {"string": "6768"}, "ATTR_ID": {"string": "6970"}, "ATTR_VALUE": {"string": "value9"}, "ORG_ID": {"string": "7172"}, "UNIT_INFO": {"string": "info9"}, "UPD_TIME": {"string": "2021-05-18T07:59:58.714Z"}, "DEC_VAL": {"bytes": "\u0002\u0054\u000b\u00e3\u00ff"}}
 "id2"^{"op_type": {"string": "delete"}, "ID": {"string": "id2"}, "CLASS_ID": {"string": "2"}, "ITEM_ID": {"string": "7778"}, "ATTR_ID": {"string": "7980"}, "ATTR_VALUE": {"string": "value10"}, "ORG_ID": {"string": "8182"}, "UNIT_INFO": {"string": "info10"}, "UPD_TIME": {"string": "2021-05-19T15:22:45.539Z"}, "DEC_VAL": {"bytes": "\u0002\u0054\u000b\u00e3\u00ff"}}
 "id3"^{"op_type": {"string": "delete"}, "ID": {"string": "id3"}, "CLASS_ID": {"string": "3"}, "ITEM_ID": {"string": "7778"}, "ATTR_ID": {"string": "7980"}, "ATTR_VALUE": {"string": "value10"}, "ORG_ID": {"string": "8182"}, "UNIT_INFO": {"string": "info10"}, "UPD_TIME": {"string": "2021-05-19T15:22:45.539Z"}, "DEC_VAL": {"bytes": "\u007f\u00ff\u00ff\u00ff"}}
diff --git a/e2e_test/source_inline/kafka/include_key_as.slt b/e2e_test/source_inline/kafka/include_key_as.slt
new file mode 100644
index 0000000000000..919e47bbb4248
--- /dev/null
+++ b/e2e_test/source_inline/kafka/include_key_as.slt
@@ -0,0 +1,299 @@
+control substitution on
+
+system ok
+rpk topic delete 'test_include_key' || true;
+
+system ok
+rpk topic create 'test_include_key'
+
+system ok
+cat <<EOF | rpk topic produce 'test_include_key' -f "%k^%v\\n"
+{"ID": 1}^{"ID": 1, "firstName": "John", "lastName": "Doe", "age": 18, "height": 5.10, "weight": 150}
+{"ID": 2}^{"ID": 2, "firstName": "Sarah", "lastName": "Smith", "age": 19, "height": 5.5, "weight": 120}
+{"ID": 3}^{"ID": 3, "firstName": "Ben", "lastName": "Johnson", "age": 21, "height": 6.0, "weight": 175}
+{"ID": 4}^{"ID": 4, "firstName": "Emma", "lastName": "Brown", "age": 20, "height": 5.3, "weight": 130}
+{"ID": 5}^{"ID": 5, "firstName": "Michael", "lastName": "Williams", "age": 22, "height": 6.2, "weight": 190}
+{"ID": 6}^{"ID": 6, "firstName": "Leah", "lastName": "Davis", "age": 18, "height": 5.7, "weight": 140}
+{"ID": 7}^{"ID": 7, "firstName": "Connor", "lastName": "Wilson", "age": 19, "height": 5.9, "weight": 160}
+{"ID": 8}^{"ID": 8, "firstName": "Ava", "lastName": "Garcia", "age": 21, "height": 5.2, "weight": 115}
+{"ID": 9}^{"ID": 9, "firstName": "Jacob", "lastName": "Anderson", "age": 20, "height": 5.8, "weight": 155}
+{"ID": 1}^{"ID": 1, "firstName": "Olivia", "lastName": "Hernandez", "age": 22, "height": 5.6, "weight": 125}
+{"ID": 1}^{"ID": 1, "firstName": "Ethan", "lastName": "Martinez", "age": 18, "height": 6.1, "weight": 180}
+{"ID": 2}^{"ID": 2, "firstName": "Emily", "lastName": "Jackson", "age": 19, "height": 5.4, "weight": 110}
+{"ID": 3}^{"ID": 3, "firstName": "Noah", "lastName": "Thompson", "age": 21, "height": 6.3, "weight": 195}
+{"ID": 7}^
+{"ID": 8}^
+EOF
+
+statement error
+CREATE SOURCE upsert_students (
+    "ID" INT,
+    "firstName" VARCHAR,
+    "lastName" VARCHAR,
+    age INT,
+    height REAL,
+    weight REAL
+)
+WITH (
+	${RISEDEV_KAFKA_WITH_OPTIONS_COMMON},
+	topic = 'test_include_key')
+FORMAT UPSERT ENCODE JSON
+----
+db error: ERROR: Failed to run the query
+
+Caused by:
+  Bind error: can't CREATE SOURCE with FORMAT UPSERT
+
+Hint: use CREATE TABLE instead
+
+Hint: For FORMAT UPSERT ENCODE JSON, INCLUDE KEY must be specified and the key column must be used as primary key.
+example:
+    CREATE TABLE <table_name> ( PRIMARY KEY ([rw_key | <key_name>]) )
+    INCLUDE KEY [AS <key_name>]
+    WITH (...)
+    FORMAT UPSERT ENCODE JSON (...)
+
+
+# upsert format must have a pk
+statement error
+CREATE TABLE upsert_students (
+    "ID" INT,
+    "firstName" VARCHAR,
+    "lastName" VARCHAR,
+    age INT,
+    height REAL,
+    weight REAL
+)
+INCLUDE KEY AS rw_key
+WITH (
+	${RISEDEV_KAFKA_WITH_OPTIONS_COMMON},
+	topic = 'test_include_key')
+FORMAT UPSERT ENCODE JSON
+----
+db error: ERROR: Failed to run the query
+
+Caused by:
+  Protocol error: Primary key must be specified to rw_key
+
+Hint: For FORMAT UPSERT ENCODE JSON, INCLUDE KEY must be specified and the key column must be used as primary key.
+example:
+    CREATE TABLE <table_name> ( PRIMARY KEY ([rw_key | <key_name>]) )
+    INCLUDE KEY [AS <key_name>]
+    WITH (...)
+    FORMAT UPSERT ENCODE JSON (...)
+
+
+# upsert format pk must be the key column
+statement error
+CREATE TABLE upsert_students (
+    "ID" INT primary key,
+    "firstName" VARCHAR,
+    "lastName" VARCHAR,
+    age INT,
+    height REAL,
+    weight REAL
+)
+INCLUDE KEY AS rw_key
+WITH (
+	${RISEDEV_KAFKA_WITH_OPTIONS_COMMON},
+	topic = 'test_include_key')
+FORMAT UPSERT ENCODE JSON
+----
+db error: ERROR: Failed to run the query
+
+Caused by:
+  Protocol error: Only "rw_key" can be used as primary key
+
+Hint: For FORMAT UPSERT ENCODE JSON, INCLUDE KEY must be specified and the key column must be used as primary key.
+example:
+    CREATE TABLE <table_name> ( PRIMARY KEY ([rw_key | <key_name>]) )
+    INCLUDE KEY [AS <key_name>]
+    WITH (...)
+    FORMAT UPSERT ENCODE JSON (...)
+
+
+statement error
+CREATE SOURCE upsert_students (
+    primary key (rw_key),
+    "ID" INT,
+    "firstName" VARCHAR,
+    "lastName" VARCHAR,
+    age INT,
+    height REAL,
+    weight REAL,
+)
+INCLUDE KEY AS rw_key
+WITH (
+	${RISEDEV_KAFKA_WITH_OPTIONS_COMMON},
+	topic = 'test_include_key')
+FORMAT UPSERT ENCODE JSON
+----
+db error: ERROR: Failed to run the query
+
+Caused by:
+  Bind error: can't CREATE SOURCE with FORMAT UPSERT
+
+Hint: use CREATE TABLE instead
+
+Hint: For FORMAT UPSERT ENCODE JSON, INCLUDE KEY must be specified and the key column must be used as primary key.
+example:
+    CREATE TABLE <table_name> ( PRIMARY KEY ([rw_key | <key_name>]) )
+    INCLUDE KEY [AS <key_name>]
+    WITH (...)
+    FORMAT UPSERT ENCODE JSON (...)
+
+
+statement ok
+CREATE TABLE plain_students (
+    "ID" INT,
+    "firstName" VARCHAR,
+    "lastName" VARCHAR,
+    age INT,
+    height REAL,
+    weight REAL,
+)
+INCLUDE KEY AS rw_key
+WITH (
+	${RISEDEV_KAFKA_WITH_OPTIONS_COMMON},
+	topic = 'test_include_key')
+FORMAT PLAIN ENCODE JSON
+
+
+statement ok
+CREATE TABLE upsert_students (
+    primary key (rw_key),
+    "ID" INT,
+    "firstName" VARCHAR,
+    "lastName" VARCHAR,
+    age INT,
+    height REAL,
+    weight REAL,
+)
+INCLUDE KEY AS rw_key
+WITH (
+	${RISEDEV_KAFKA_WITH_OPTIONS_COMMON},
+	topic = 'test_include_key')
+FORMAT UPSERT ENCODE JSON
+
+
+system ok
+rpk topic delete 'test_additional_columns' || true;
+
+system ok
+rpk topic create 'test_additional_columns'
+
+# Note: `sh` doesn't have {..} brace expansion
+system ok
+bash -c 'for i in {0..10}; do echo "key\$i:{\\"a\\": \$i}" | rpk topic produce test_additional_columns -f "%k:%v\\n" -H "header1=v1" -H "header2=v2"; done'
+
+
+statement error
+create table additional_columns (a int)
+include key as key_col
+include partition as partition_col
+include offset as offset_col
+include timestamp 'header1' as timestamp_col
+include header 'header1' as header_col_1
+include header 'header2' as header_col_2
+include header 'header2' varchar as header_col_3
+include header 'header3' as header_col_4
+WITH (
+	${RISEDEV_KAFKA_WITH_OPTIONS_COMMON},
+	topic = 'test_additional_columns')
+FORMAT PLAIN ENCODE JSON
+----
+db error: ERROR: Failed to run the query
+
+Caused by:
+  Protocol error: Only header column can have inner field, but got "timestamp"
+
+
+statement ok
+create table additional_columns (a int)
+include key as key_col
+include partition as partition_col
+include offset as offset_col
+include timestamp as timestamp_col
+include header as header_col_combined
+include header 'header1' as header_col_1
+include header 'header2' as header_col_2
+include header 'header2' varchar as header_col_3
+include header 'header3' as header_col_4
+WITH (
+	${RISEDEV_KAFKA_WITH_OPTIONS_COMMON},
+	topic = 'test_additional_columns')
+FORMAT PLAIN ENCODE JSON
+
+# Wait enough time to ensure SourceExecutor consumes all Kafka data.
+sleep 3s
+
+query ?
+select count(rw_key) from plain_students
+----
+15
+
+query ???????
+select * from plain_students order by ("ID", "firstName");
+----
+1	Ethan	Martinez	18	6.1	180	\x7b224944223a20317d
+1	John	Doe	18	5.1	150	\x7b224944223a20317d
+1	Olivia	Hernandez	22	5.6	125	\x7b224944223a20317d
+2	Emily	Jackson	19	5.4	110	\x7b224944223a20327d
+2	Sarah	Smith	19	5.5	120	\x7b224944223a20327d
+3	Ben	Johnson	21	6	175	\x7b224944223a20337d
+3	Noah	Thompson	21	6.3	195	\x7b224944223a20337d
+4	Emma	Brown	20	5.3	130	\x7b224944223a20347d
+5	Michael	Williams	22	6.2	190	\x7b224944223a20357d
+6	Leah	Davis	18	5.7	140	\x7b224944223a20367d
+7	Connor	Wilson	19	5.9	160	\x7b224944223a20377d
+8	Ava	Garcia	21	5.2	115	\x7b224944223a20387d
+9	Jacob	Anderson	20	5.8	155	\x7b224944223a20397d
+NULL	NULL	NULL	NULL	NULL	NULL	\x7b224944223a20377d
+NULL	NULL	NULL	NULL	NULL	NULL	\x7b224944223a20387d
+
+
+query ???????
+select * from upsert_students order by "ID";
+----
+1	Ethan	Martinez	18	6.1	180	\x7b224944223a20317d
+2	Emily	Jackson	19	5.4	110	\x7b224944223a20327d
+3	Noah	Thompson	21	6.3	195	\x7b224944223a20337d
+4	Emma	Brown	20	5.3	130	\x7b224944223a20347d
+5	Michael	Williams	22	6.2	190	\x7b224944223a20357d
+6	Leah	Davis	18	5.7	140	\x7b224944223a20367d
+9	Jacob	Anderson	20	5.8	155	\x7b224944223a20397d
+
+
+query ?
+SELECT count(*)
+FROM   additional_columns
+WHERE  key_col IS NOT NULL
+       AND partition_col IS NOT NULL
+       AND offset_col IS NOT NULL
+       AND timestamp_col IS NOT NULL
+       AND header_col_combined IS NOT NULL
+----
+11
+
+
+query ??
+WITH arr AS (SELECT header_col_combined FROM additional_columns),
+unnested AS (SELECT unnest(header_col_combined) FROM arr)
+select *, count(*) from unnested group by 1 order by 1;
+----
+(header1,"\\x7631") 11
+(header2,"\\x7632") 11
+
+query ????
+select header_col_1, header_col_2, header_col_3, header_col_4 from additional_columns limit 1
+----
+\x7631	\x7632	v2	NULL
+
+statement ok
+drop table upsert_students
+
+statement ok
+drop table plain_students
+
+statement ok
+drop table additional_columns
diff --git a/e2e_test/source_inline/kafka/protobuf/alter_source.slt b/e2e_test/source_inline/kafka/protobuf/alter_source.slt
new file mode 100644
index 0000000000000..c9db2df3ca4ee
--- /dev/null
+++ b/e2e_test/source_inline/kafka/protobuf/alter_source.slt
@@ -0,0 +1,91 @@
+control substitution on
+
+system ok
+rpk topic delete sr_pb_test || true; \\
+(rpk sr subject delete 'sr_pb_test-value' && rpk sr subject delete 'sr_pb_test-value' --permanent) || true;
+
+system ok
+python3 e2e_test/source_inline/kafka/protobuf/pb.py "${RISEDEV_KAFKA_BOOTSTRAP_SERVERS}" "${RISEDEV_SCHEMA_REGISTRY_URL}" "sr_pb_test" 20 user
+
+statement ok
+CREATE SOURCE src_user
+INCLUDE timestamp -- include explicitly here to test a bug found in https://github.com/risingwavelabs/risingwave/pull/17293
+WITH (
+    ${RISEDEV_KAFKA_WITH_OPTIONS_COMMON},
+    topic = 'sr_pb_test',
+    scan.startup.mode = 'earliest'
+)
+FORMAT PLAIN ENCODE PROTOBUF(
+    schema.registry = '${RISEDEV_SCHEMA_REGISTRY_URL}',
+    message = 'test.User'
+);
+
+statement ok
+CREATE MATERIALIZED VIEW mv_user AS SELECT * FROM src_user;
+
+statement ok
+CREATE TABLE t_user WITH (
+    ${RISEDEV_KAFKA_WITH_OPTIONS_COMMON},
+    topic = 'sr_pb_test',
+    scan.startup.mode = 'earliest'
+)
+FORMAT PLAIN ENCODE PROTOBUF(
+    schema.registry = '${RISEDEV_SCHEMA_REGISTRY_URL}',
+    message = 'test.User'
+);
+
+statement error
+SELECT age FROM mv_user;
+
+statement error
+SELECT age FROM t_user;
+
+# Push more events with extended fields
+system ok
+python3 e2e_test/source_inline/kafka/protobuf/pb.py "${RISEDEV_KAFKA_BOOTSTRAP_SERVERS}" "${RISEDEV_SCHEMA_REGISTRY_URL}" "sr_pb_test" 5 user_with_more_fields
+
+sleep 5s
+
+# Refresh source schema
+statement ok
+ALTER SOURCE src_user REFRESH SCHEMA;
+
+statement ok
+CREATE MATERIALIZED VIEW mv_user_more AS SELECT * FROM src_user;
+
+# Refresh table schema. It consume new data before refresh, so the new fields are NULLs
+statement ok
+ALTER TABLE t_user REFRESH SCHEMA;
+
+query ????
+SELECT COUNT(*), MAX(age), MIN(age), SUM(age) FROM mv_user_more;
+----
+25	104	0	510
+
+query ????
+SELECT COUNT(*), MAX(age), MIN(age), SUM(age) FROM t_user;
+----
+25	NULL	NULL	NULL
+
+# Push more events with extended fields
+system ok
+python3 e2e_test/source_inline/kafka/protobuf/pb.py "${RISEDEV_KAFKA_BOOTSTRAP_SERVERS}" "${RISEDEV_SCHEMA_REGISTRY_URL}" "sr_pb_test" 5 user_with_more_fields
+
+sleep 5s
+
+query ????
+SELECT COUNT(*), MAX(age), MIN(age), SUM(age) FROM t_user;
+----
+30	104	100	510
+
+statement ok
+DROP MATERIALIZED VIEW mv_user_more;
+
+statement ok
+DROP TABLE t_user;
+
+statement ok
+DROP MATERIALIZED VIEW mv_user;
+
+statement ok
+DROP SOURCE src_user;
diff --git a/e2e_test/source_inline/kafka/protobuf/basic.slt b/e2e_test/source_inline/kafka/protobuf/basic.slt
new file mode 100644
index 0000000000000..82eb61560aa4d
--- /dev/null
+++ b/e2e_test/source_inline/kafka/protobuf/basic.slt
@@ -0,0 +1,58 @@
+control substitution on
+
+system ok
+rpk topic delete sr_pb_test || true; \\
+(rpk sr subject delete 'sr_pb_test-value' && rpk sr subject delete 'sr_pb_test-value' --permanent) || true;
+
+system ok
+python3 e2e_test/source_inline/kafka/protobuf/pb.py "${RISEDEV_KAFKA_BOOTSTRAP_SERVERS}" "${RISEDEV_SCHEMA_REGISTRY_URL}" "sr_pb_test" 20 user
+
+# make sure google/protobuf/source_context.proto is NOT in schema registry
+system ok
+curl --silent '${RISEDEV_SCHEMA_REGISTRY_URL}' | grep -v 'google/protobuf/source_context.proto'
+
+# Create a table.
+statement ok
+create table sr_pb_test with (
+    ${RISEDEV_KAFKA_WITH_OPTIONS_COMMON},
+    topic = 'sr_pb_test',
+    scan.startup.mode = 'earliest')
+FORMAT plain ENCODE protobuf(
+        schema.registry = '${RISEDEV_SCHEMA_REGISTRY_URL}',
+        message = 'test.User'
+    );
+
+# for multiple schema registry nodes
+statement ok
+create table sr_pb_test_bk with (
+    ${RISEDEV_KAFKA_WITH_OPTIONS_COMMON},
+    topic = 'sr_pb_test',
+    scan.startup.mode = 'earliest')
+FORMAT plain ENCODE protobuf(
+        schema.registry = '${RISEDEV_SCHEMA_REGISTRY_URL},${RISEDEV_SCHEMA_REGISTRY_URL}',
+        message = 'test.User'
+    );
+
+# Wait for source
+sleep 2s
+
+# Flush into storage
+statement ok
+flush;
+
+query I
+select count(*) from sr_pb_test;
+----
+20
+
+query IT
+select min(id), max(id), max((sc).file_name) from sr_pb_test;
+----
+0 19 source/context_019.proto
+
+
+statement ok
+drop table sr_pb_test;
+
+statement ok
+drop table sr_pb_test_bk;
diff --git a/e2e_test/schema_registry/pb.py b/e2e_test/source_inline/kafka/protobuf/pb.py
similarity index 73%
rename from e2e_test/schema_registry/pb.py
rename to e2e_test/source_inline/kafka/protobuf/pb.py
index fd6e0dc478b51..4cab50f899e50 100644
--- a/e2e_test/schema_registry/pb.py
+++ b/e2e_test/source_inline/kafka/protobuf/pb.py
@@ -25,6 +25,7 @@ def get_user(i):
         sc=SourceContext(file_name="source/context_{:03}.proto".format(i)),
     )
 
+
 def get_user_with_more_fields(i):
     return user_pb2.User(
         id=i,
@@ -33,15 +34,18 @@ def get_user_with_more_fields(i):
         city="City_{}".format(i),
         gender=user_pb2.MALE if i % 2 == 0 else user_pb2.FEMALE,
         sc=SourceContext(file_name="source/context_{:03}.proto".format(i)),
-        age=i,
+        age=100 + i,
     )
 
-def send_to_kafka(producer_conf, schema_registry_conf, topic, num_records, get_user_fn, pb_message):
+
+def send_to_kafka(
+    producer_conf, schema_registry_conf, topic, num_records, get_user_fn, pb_message
+):
     schema_registry_client = SchemaRegistryClient(schema_registry_conf)
     serializer = ProtobufSerializer(
         pb_message,
         schema_registry_client,
-        {"use.deprecated.format": False, 'skip.known.types': True},
+        {"use.deprecated.format": False, "skip.known.types": True},
     )
 
     producer = Producer(producer_conf)
@@ -60,7 +64,9 @@ def send_to_kafka(producer_conf, schema_registry_conf, topic, num_records, get_u
 
 if __name__ == "__main__":
     if len(sys.argv) < 6:
-        print("pb.py <brokerlist> <schema-registry-url> <topic> <num-records> <pb_message>")
+        print(
+            "pb.py <brokerlist> <schema-registry-url> <topic> <num-records> <pb_message>"
+        )
         exit(1)
 
     broker_list = sys.argv[1]
@@ -69,20 +75,29 @@ def send_to_kafka(producer_conf, schema_registry_conf, topic, num_records, get_u
     num_records = int(sys.argv[4])
     pb_message = sys.argv[5]
 
-    user_pb2 = importlib.import_module(f'protobuf.{pb_message}_pb2')
+    user_pb2 = importlib.import_module(f"{pb_message}_pb2")
 
     all_pb_messages = {
-        'user': get_user,
-        'user_with_more_fields': get_user_with_more_fields,
+        "user": get_user,
+        "user_with_more_fields": get_user_with_more_fields,
     }
 
-    assert pb_message in all_pb_messages, f'pb_message must be one of {list(all_pb_messages.keys())}'
+    assert (
+        pb_message in all_pb_messages
+    ), f"pb_message must be one of {list(all_pb_messages.keys())}"
 
     schema_registry_conf = {"url": schema_registry_url}
     producer_conf = {"bootstrap.servers": broker_list}
 
     try:
-        send_to_kafka(producer_conf, schema_registry_conf, topic, num_records, all_pb_messages[pb_message], user_pb2.User)
+        send_to_kafka(
+            producer_conf,
+            schema_registry_conf,
+            topic,
+            num_records,
+            all_pb_messages[pb_message],
+            user_pb2.User,
+        )
     except Exception as e:
         print("Send Protobuf data to schema registry and kafka failed {}", e)
         exit(1)
diff --git a/e2e_test/schema_registry/protobuf/user.proto b/e2e_test/source_inline/kafka/protobuf/user.proto
similarity index 100%
rename from e2e_test/schema_registry/protobuf/user.proto
rename to e2e_test/source_inline/kafka/protobuf/user.proto
diff --git a/e2e_test/schema_registry/protobuf/user_pb2.py b/e2e_test/source_inline/kafka/protobuf/user_pb2.py
similarity index 100%
rename from e2e_test/schema_registry/protobuf/user_pb2.py
rename to e2e_test/source_inline/kafka/protobuf/user_pb2.py
diff --git a/e2e_test/schema_registry/protobuf/user_with_more_fields.proto b/e2e_test/source_inline/kafka/protobuf/user_with_more_fields.proto
similarity index 100%
rename from e2e_test/schema_registry/protobuf/user_with_more_fields.proto
rename to e2e_test/source_inline/kafka/protobuf/user_with_more_fields.proto
diff --git a/e2e_test/schema_registry/protobuf/user_with_more_fields_pb2.py b/e2e_test/source_inline/kafka/protobuf/user_with_more_fields_pb2.py
similarity index 100%
rename from e2e_test/schema_registry/protobuf/user_with_more_fields_pb2.py
rename to e2e_test/source_inline/kafka/protobuf/user_with_more_fields_pb2.py
diff --git a/e2e_test/streaming/bug_fixes/issue_11915.slt b/e2e_test/streaming/bug_fixes/issue_11915.slt
new file mode 100644
index 0000000000000..2f4f111358afd
--- /dev/null
+++ b/e2e_test/streaming/bug_fixes/issue_11915.slt
@@ -0,0 +1,41 @@
+# https://github.com/risingwavelabs/risingwave/issues/11915
+
+statement ok
+create table t(x int);
+
+statement ok
+create materialized view mv as select x, generate_series(1, 2, x) from t;
+
+# x = 0 causes generate_series(1, 2, x) to return an error.
+statement ok
+insert into t values (0), (1);
+
+statement ok
+flush;
+
+# Output 0 row when the set-returning function returns error.
+query II rowsort
+select * from mv;
+----
+1 1
+1 2
+
+# Delete the error row.
+statement ok
+delete from t where x = 0;
+
+statement ok
+flush;
+
+# The result should be the same as before.
+query II rowsort
+select * from mv;
+----
+1 1
+1 2
+
+statement ok
+drop materialized view mv;
+
+statement ok
+drop table t;
diff --git a/e2e_test/streaming/bug_fixes/stack_overflow_17342.slt b/e2e_test/streaming/bug_fixes/stack_overflow_17342.slt
new file mode 100644
index 0000000000000..01197a299736f
--- /dev/null
+++ b/e2e_test/streaming/bug_fixes/stack_overflow_17342.slt
@@ -0,0 +1,120 @@
+statement ok
+SET streaming_parallelism TO 1;
+
+statement ok
+CREATE TABLE t (v int);
+
+# This query used to overflow the stack during optimization as it generated a left-deep tree
+# of `OR xx IS NOT NULL` expression in the filter after each full outer join.
+skipif madsim
+statement ok
+CREATE MATERIALIZED VIEW mv AS
+SELECT
+    count(*)
+FROM
+    t
+FULL OUTER JOIN t t1 USING (v)
+FULL OUTER JOIN t t2 USING (v)
+FULL OUTER JOIN t t3 USING (v)
+FULL OUTER JOIN t t4 USING (v)
+FULL OUTER JOIN t t5 USING (v)
+FULL OUTER JOIN t t6 USING (v)
+FULL OUTER JOIN t t7 USING (v)
+FULL OUTER JOIN t t8 USING (v)
+FULL OUTER JOIN t t9 USING (v)
+FULL OUTER JOIN t t10 USING (v)
+FULL OUTER JOIN t t11 USING (v)
+FULL OUTER JOIN t t12 USING (v)
+FULL OUTER JOIN t t13 USING (v)
+FULL OUTER JOIN t t14 USING (v)
+FULL OUTER JOIN t t15 USING (v)
+FULL OUTER JOIN t t16 USING (v)
+FULL OUTER JOIN t t17 USING (v)
+FULL OUTER JOIN t t18 USING (v)
+FULL OUTER JOIN t t19 USING (v)
+FULL OUTER JOIN t t20 USING (v)
+FULL OUTER JOIN t t21 USING (v)
+FULL OUTER JOIN t t22 USING (v)
+FULL OUTER JOIN t t23 USING (v)
+FULL OUTER JOIN t t24 USING (v)
+FULL OUTER JOIN t t25 USING (v)
+FULL OUTER JOIN t t26 USING (v)
+FULL OUTER JOIN t t27 USING (v)
+FULL OUTER JOIN t t28 USING (v)
+FULL OUTER JOIN t t29 USING (v)
+FULL OUTER JOIN t t30 USING (v)
+FULL OUTER JOIN t t31 USING (v)
+FULL OUTER JOIN t t32 USING (v)
+FULL OUTER JOIN t t33 USING (v)
+FULL OUTER JOIN t t34 USING (v)
+FULL OUTER JOIN t t35 USING (v)
+FULL OUTER JOIN t t36 USING (v)
+FULL OUTER JOIN t t37 USING (v)
+FULL OUTER JOIN t t38 USING (v)
+FULL OUTER JOIN t t39 USING (v)
+FULL OUTER JOIN t t40 USING (v)
+FULL OUTER JOIN t t41 USING (v)
+FULL OUTER JOIN t t42 USING (v)
+FULL OUTER JOIN t t43 USING (v)
+FULL OUTER JOIN t t44 USING (v)
+FULL OUTER JOIN t t45 USING (v)
+FULL OUTER JOIN t t46 USING (v)
+FULL OUTER JOIN t t47 USING (v)
+FULL OUTER JOIN t t48 USING (v)
+FULL OUTER JOIN t t49 USING (v)
+FULL OUTER JOIN t t50 USING (v)
+FULL OUTER JOIN t t51 USING (v)
+FULL OUTER JOIN t t52 USING (v)
+FULL OUTER JOIN t t53 USING (v)
+FULL OUTER JOIN t t54 USING (v)
+FULL OUTER JOIN t t55 USING (v)
+FULL OUTER JOIN t t56 USING (v)
+FULL OUTER JOIN t t57 USING (v)
+FULL OUTER JOIN t t58 USING (v)
+FULL OUTER JOIN t t59 USING (v)
+FULL OUTER JOIN t t60 USING (v)
+FULL OUTER JOIN t t61 USING (v)
+FULL OUTER JOIN t t62 USING (v)
+FULL OUTER JOIN t t63 USING (v)
+FULL OUTER JOIN t t64 USING (v)
+FULL OUTER JOIN t t65 USING (v)
+FULL OUTER JOIN t t66 USING (v)
+FULL OUTER JOIN t t67 USING (v)
+FULL OUTER JOIN t t68 USING (v)
+FULL OUTER JOIN t t69 USING (v)
+FULL OUTER JOIN t t70 USING (v)
+FULL OUTER JOIN t t71 USING (v)
+FULL OUTER JOIN t t72 USING (v)
+FULL OUTER JOIN t t73 USING (v)
+FULL OUTER JOIN t t74 USING (v)
+FULL OUTER JOIN t t75 USING (v)
+FULL OUTER JOIN t t76 USING (v)
+FULL OUTER JOIN t t77 USING (v)
+FULL OUTER JOIN t t78 USING (v)
+FULL OUTER JOIN t t79 USING (v)
+FULL OUTER JOIN t t80 USING (v)
+FULL OUTER JOIN t t81 USING (v)
+FULL OUTER JOIN t t82 USING (v)
+FULL OUTER JOIN t t83 USING (v)
+FULL OUTER JOIN t t84 USING (v)
+FULL OUTER JOIN t t85 USING (v)
+FULL OUTER JOIN t t86 USING (v)
+FULL OUTER JOIN t t87 USING (v)
+FULL OUTER JOIN t t88 USING (v)
+FULL OUTER JOIN t t89 USING (v)
+FULL OUTER JOIN t t90 USING (v)
+FULL OUTER JOIN t t91 USING (v)
+FULL OUTER JOIN t t92 USING (v)
+FULL OUTER JOIN t t93 USING (v)
+FULL OUTER JOIN t t94 USING (v)
+FULL OUTER JOIN t t95 USING (v)
+FULL OUTER JOIN t t96 USING (v)
+FULL OUTER JOIN t t97 USING (v)
+FULL OUTER JOIN t t98 USING (v)
+;
+
+statement ok
+DROP TABLE t CASCADE;
+
+statement ok
+SET streaming_parallelism TO DEFAULT;
diff --git a/e2e_test/streaming/changed_log.slt b/e2e_test/streaming/changed_log.slt
index 4b5adede244a0..04ef16ff89195 100644
--- a/e2e_test/streaming/changed_log.slt
+++ b/e2e_test/streaming/changed_log.slt
@@ -25,7 +25,7 @@ select sub1.v1 as v11, sub1.v2 as v12, sub2.v1 as v21, sub2.v2 as v22 from sub1
 
 statement ok
 create materialized view mv5 as with sub1 as changelog from t1, sub2 as changelog from t2
-select sub1.v1 as v11, sub1.v2 as v12, sub2.v1 as v21, sub2.v2 as v22, sub1.change_log_op as op1, sub2.change_log_op as op2 from sub1 inner join sub2 on sub1.v1 = sub2.v1;
+select sub1.v1 as v11, sub1.v2 as v12, sub2.v1 as v21, sub2.v2 as v22, sub1.changelog_op as op1, sub2.changelog_op as op2 from sub1 inner join sub2 on sub1.v1 = sub2.v1;
 
 statement ok
 create materialized view mv6 as with sub as changelog from t3 select * from sub;
diff --git a/e2e_test/streaming/eowc/eowc_over_window.slt b/e2e_test/streaming/eowc/eowc_over_window.slt
index fe2570e93b6df..e762d54743e7f 100644
--- a/e2e_test/streaming/eowc/eowc_over_window.slt
+++ b/e2e_test/streaming/eowc/eowc_over_window.slt
@@ -42,6 +42,15 @@ select
 from t
 emit on window close;
 
+statement ok
+create materialized view mv4 as
+select
+    *,
+    first_value(tm) over (partition by bar order by tm session with gap '10 minutes') as window_start,
+    last_value(tm) over (partition by bar order by tm session with gap '10 minutes') as window_end
+from t
+emit on window close;
+
 statement ok
 insert into t values
   ('2023-05-06 16:51:00', 1, 100)
@@ -71,6 +80,12 @@ select * from mv3 order by tm;
 2023-05-06 17:30:00  3  200  1
 2023-05-06 17:35:00  5  100  3
 
+query TiiTT
+select * from mv4 order by tm;
+----
+2023-05-06 16:51:00	1	100	2023-05-06 16:51:00	2023-05-06 16:56:00
+2023-05-06 16:56:00	8	100	2023-05-06 16:51:00	2023-05-06 16:56:00
+
 statement ok
 insert into t values
   ('2023-05-06 18:10:00', 7, 100)
@@ -100,6 +115,14 @@ select * from mv3 order by tm;
 2023-05-06 17:59:00  4  100  4
 2023-05-06 18:01:00  6  200  2
 
+query TiiTT
+select * from mv4 order by tm;
+----
+2023-05-06 16:51:00	1	100	2023-05-06 16:51:00	2023-05-06 16:56:00
+2023-05-06 16:56:00	8	100	2023-05-06 16:51:00	2023-05-06 16:56:00
+2023-05-06 17:30:00	3	200	2023-05-06 17:30:00	2023-05-06 17:30:00
+2023-05-06 17:35:00	5	100	2023-05-06 17:35:00	2023-05-06 17:35:00
+
 statement ok
 drop materialized view mv1;
 
@@ -109,5 +132,8 @@ drop materialized view mv2;
 statement ok
 drop materialized view mv3;
 
+statement ok
+drop materialized view mv4;
+
 statement ok
 drop table t;
diff --git a/e2e_test/streaming_now/README b/e2e_test/streaming_now/README
new file mode 100644
index 0000000000000..ad5d817e3c958
--- /dev/null
+++ b/e2e_test/streaming_now/README
@@ -0,0 +1 @@
+Because currently the e2e test for `generate_series(..., now(), ...)` relies on external command `./risedev psql`, it cannot be tested in parallel, madsim and single-node mode. Let's just place it in this special folder and manually run it in `run-e2e-test.sh` to avoid complexity. Later if we introduce a new `now()`-like function that returns the time of statement execution, we'll be able to get rid of the external command and direcly create MV instead. We will move this to `streaming` folder at that time.
diff --git a/e2e_test/streaming_now/now.slt b/e2e_test/streaming_now/now.slt
new file mode 100644
index 0000000000000..ea9f85a489786
--- /dev/null
+++ b/e2e_test/streaming_now/now.slt
@@ -0,0 +1,30 @@
+system ok
+./risedev psql -c "
+create materialized view mv as
+select * from generate_series(
+    to_timestamp($(date +%s)) - interval '10 second',
+    now(),
+    interval '1 second'
+);
+"
+
+statement ok
+flush;
+
+query I
+select count(*) >= 10 from mv;
+----
+t
+
+sleep 2s
+
+statement ok
+flush;
+
+query I
+select count(*) >= 12 from mv;
+----
+t
+
+statement ok
+drop materialized view mv;
diff --git a/grafana/README.md b/grafana/README.md
index ca3d4da00f9cc..8402421eabb65 100644
--- a/grafana/README.md
+++ b/grafana/README.md
@@ -1,6 +1,6 @@
 # RisingWave Grafana Dashboard
 
-The Grafana dashboard is generated with grafanalib. You'll need
+The Grafana dashboard is generated with `grafanalib`. You'll need
 
 - Python
 - grafanalib
@@ -29,18 +29,25 @@ And don't forget to include the generated `risingwave-<xxx>-dashboard.json` in t
 ./update.sh
 ```
 
-## Advanced Usage
+## Multi-cluster Deployment
 
-We can specify the source uid, dashboard uid, dashboard version, enable namespace filter and enable risingwave_name filter(used in multi-cluster deployment) via env variables.
+The `generate.sh` supports multi-cluster deployment. The following environment variables are helpful:
 
-For example, we can use the following query to generate dashboard json used in our benchmark cluster:
+- `DASHBOARD_NAMESPACE_FILTER_ENABLED`: When set to `true`, a drop-down list will be added to the Grafana dashboard, and all Prometheus queries will be filtered by the selected namespace.
+- `DASHBOARD_RISINGWAVE_NAME_FILTER_ENABLED`: When set to `true`, a drop-down list will be added to the Grafana dashboard, and all Prometheus queries will be filtered by the selected RisingWave name. This is useful when you have multiple RisingWave instances in the same namespace.
+- `DASHBOARD_SOURCE_UID`: Set to the UID of your Prometheus source.
+- `DASHBOARD_DYNAMIC_SOURCE`: Alternative to `DASHBOARD_SOURCE_UID`. When set to `true`, a drop-down list will be added to the Grafana dashboard to pick any one of the Prometheus sources.
+- `DASHBOARD_UID`: Set to the UID of your Grafana dashboard.
+
+See more details in the `common.py` file.
+
+Examples:
 
 ```bash
 DASHBOARD_NAMESPACE_FILTER_ENABLED=true \
 DASHBOARD_RISINGWAVE_NAME_FILTER_ENABLED=true \
 DASHBOARD_SOURCE_UID=<source_uid> \
 DASHBOARD_UID=<dashboard_uid> \
-DASHBOARD_VERSION=<version> \
 ./generate.sh
 ```
 
@@ -51,6 +58,5 @@ DASHBOARD_NAMESPACE_FILTER_ENABLED=true \
 DASHBOARD_RISINGWAVE_NAME_FILTER_ENABLED=true \
 DASHBOARD_DYNAMIC_SOURCE=true \
 DASHBOARD_UID=<dashboard_uid> \
-DASHBOARD_VERSION=<version> \
 ./generate.sh
 ```
diff --git a/grafana/risingwave-dev-dashboard.dashboard.py b/grafana/risingwave-dev-dashboard.dashboard.py
index da2ebf658fba2..55b8bbcb063c9 100644
--- a/grafana/risingwave-dev-dashboard.dashboard.py
+++ b/grafana/risingwave-dev-dashboard.dashboard.py
@@ -1294,14 +1294,14 @@ def section_streaming_actors(outer_panels):
                     "The number of matched rows on the opposite side",
                     [
                         *quantile(
-                            lambda quantile, legend: panels.target(
+                            lambda quantile, legend: panels.target_hidden(
                                 f"histogram_quantile({quantile}, sum(rate({metric('stream_join_matched_join_keys_bucket')}[$__rate_interval])) by (le, fragment_id, table_id, {COMPONENT_LABEL}))",
                                 f"p{legend} - fragment {{{{fragment_id}}}} table_id {{{{table_id}}}} - {{{{{COMPONENT_LABEL}}}}}",
                             ),
                             [90, 99, "max"],
                         ),
                         panels.target(
-                            f"sum by(le, job, actor_id, table_id) (rate({metric('stream_join_matched_join_keys_sum')}[$__rate_interval])) / sum by(le, {COMPONENT_LABEL}, fragment_id, table_id) (rate({table_metric('stream_join_matched_join_keys_count')}[$__rate_interval])) >= 0",
+                            f"sum by(le, {COMPONENT_LABEL}, fragment_id, table_id) (rate({metric('stream_join_matched_join_keys_sum')}[$__rate_interval])) / sum by(le, {COMPONENT_LABEL}, fragment_id, table_id) (rate({table_metric('stream_join_matched_join_keys_count')}[$__rate_interval])) >= 0",
                             "avg - fragment {{fragment_id}} table_id {{table_id}} - {{%s}}"
                             % COMPONENT_LABEL,
                         ),
@@ -1792,6 +1792,20 @@ def section_batch(outer_panels):
                         ),
                     ],
                 ),
+                panels.timeseries_bytes_per_sec(
+                    "Batch Spill Throughput",
+                    "Disk throughputs of spilling-out in the bacth query engine",
+                    [
+                        panels.target(
+                            f"sum(rate({metric('batch_spill_read_bytes')}[$__rate_interval]))by({COMPONENT_LABEL}, {NODE_LABEL})",
+                            "read - {{%s}} @ {{%s}}" % (COMPONENT_LABEL, NODE_LABEL),
+                            ),
+                        panels.target(
+                            f"sum(rate({metric('batch_spill_write_bytes')}[$__rate_interval]))by({COMPONENT_LABEL}, {NODE_LABEL})",
+                            "write - {{%s}} @ {{%s}}" % (COMPONENT_LABEL, NODE_LABEL),
+                            ),
+                    ],
+                ),
             ],
         ),
     ]
@@ -2688,8 +2702,8 @@ def section_hummock_tiered_cache(outer_panels):
                     "",
                     [
                         panels.target(
-                            f"sum({metric('foyer_storage_region')}) by (name, type, {NODE_LABEL}) * on(name, {NODE_LABEL}) group_left() foyer_storage_region_size_bytes",
-                            "{{name}} - memory - size @ {{%s}}" % NODE_LABEL,
+                            f"sum({metric('foyer_storage_region')}) by (name, type, {NODE_LABEL}) * on(name, {NODE_LABEL}) group_left() avg({metric('foyer_storage_region_size_bytes')}) by (name, type, {NODE_LABEL})",
+                            "{{name}} - {{type}} region - size @ {{%s}}" % NODE_LABEL,
                         ),
                     ],
                 ),
diff --git a/grafana/risingwave-dev-dashboard.json b/grafana/risingwave-dev-dashboard.json
index d991a6c2a5c35..27be4e01101fd 100644
--- a/grafana/risingwave-dev-dashboard.json
+++ b/grafana/risingwave-dev-dashboard.json
@@ -1 +1 @@
-{"__inputs":[],"annotations":{"list":[]},"description":"RisingWave Dev Dashboard","editable":true,"gnetId":null,"graphTooltip":0,"hideControls":false,"id":null,"links":[],"panels":[{"cacheTimeout":null,"collapsed":true,"datasource":null,"description":null,"editable":true,"error":false,"fieldConfig":{"defaults":{"thresholds":{"mode":"absolute","steps":[]}}},"gridPos":{"h":1,"w":24,"x":0,"y":0},"height":null,"hideTimeOverride":false,"id":1,"interval":null,"links":[],"maxDataPoints":100,"maxPerRow":null,"minSpan":null,"panels":[{"cacheTimeout":null,"color":{"mode":"thresholds"},"columns":[],"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"description":"Information about actors","editable":true,"error":false,"fieldConfig":{"defaults":{"custom":{"align":"auto","displayMode":"auto","filterable":true},"thresholds":{"mode":"absolute","steps":[]}},"overrides":[]},"fontSize":"100%","gridPos":{"h":8,"w":12,"x":0,"y":0},"height":null,"hideTimeOverride":false,"id":2,"interval":null,"links":[],"mappings":[],"maxDataPoints":100,"maxPerRow":null,"minSpan":null,"options":{"showHeader":true},"repeat":null,"repeatDirection":null,"span":6,"targets":[{"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"expr":"group(actor_info{job=~\"$job\",instance=~\"$node\"}) by (actor_id, fragment_id, compute_node)","format":"table","hide":false,"instant":true,"interval":"","intervalFactor":2,"legendFormat":"","metric":"","query":"group(actor_info{job=~\"$job\",instance=~\"$node\"}) by (actor_id, fragment_id, compute_node)","refId":"","step":10,"target":""}],"timeFrom":null,"timeShift":null,"title":"Actor Info","transformations":[{"id":"organize","options":{"excludeByName":{"Time":true,"Value":true},"indexByName":{"actor_id":0,"compute_node":2,"fragment_id":1}}}],"transparent":false,"type":"table"},{"cacheTimeout":null,"color":{"mode":"thresholds"},"columns":[],"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"description":"Information about state tables. Column `materialized_view_id` is the id of the materialized view that this state table belongs to.","editable":true,"error":false,"fieldConfig":{"defaults":{"custom":{"align":"auto","displayMode":"auto","filterable":true},"thresholds":{"mode":"absolute","steps":[]}},"overrides":[]},"fontSize":"100%","gridPos":{"h":8,"w":12,"x":12,"y":0},"height":null,"hideTimeOverride":false,"id":3,"interval":null,"links":[],"mappings":[],"maxDataPoints":100,"maxPerRow":null,"minSpan":null,"options":{"showHeader":true},"repeat":null,"repeatDirection":null,"span":6,"targets":[{"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"expr":"group(table_info{job=~\"$job\",instance=~\"$node\"}) by (table_id, table_name, table_type, materialized_view_id, fragment_id, compaction_group_id)","format":"table","hide":false,"instant":true,"interval":"","intervalFactor":2,"legendFormat":"","metric":"","query":"group(table_info{job=~\"$job\",instance=~\"$node\"}) by (table_id, table_name, table_type, materialized_view_id, fragment_id, compaction_group_id)","refId":"","step":10,"target":""}],"timeFrom":null,"timeShift":null,"title":"State Table Info","transformations":[{"id":"organize","options":{"excludeByName":{"Time":true,"Value":true},"indexByName":{"compaction_group_id":5,"fragment_id":4,"materialized_view_id":3,"table_id":0,"table_name":1,"table_type":2}}}],"transparent":false,"type":"table"},{"cacheTimeout":null,"color":{"mode":"thresholds"},"columns":[],"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"description":"Actor count per compute node","editable":true,"error":false,"fieldConfig":{"defaults":{"custom":{"align":"auto","displayMode":"auto","filterable":true},"thresholds":{"mode":"absolute","steps":[]}},"overrides":[]},"fontSize":"100%","gridPos":{"h":8,"w":12,"x":0,"y":8},"height":null,"hideTimeOverride":false,"id":4,"interval":null,"links":[],"mappings":[],"maxDataPoints":100,"maxPerRow":null,"minSpan":null,"options":{"showHeader":true},"repeat":null,"repeatDirection":null,"span":6,"targets":[{"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"expr":"count(actor_info{job=~\"$job\",instance=~\"$node\"}) by (compute_node)","format":"table","hide":false,"instant":true,"interval":"","intervalFactor":2,"legendFormat":"","metric":"","query":"count(actor_info{job=~\"$job\",instance=~\"$node\"}) by (compute_node)","refId":"","step":10,"target":""}],"timeFrom":null,"timeShift":null,"title":"Actor Count (Group By Compute Node)","transformations":[{"id":"organize","options":{"excludeByName":{"Time":true},"indexByName":{"compaction_group_id":5,"fragment_id":4,"materialized_view_id":3,"table_id":0,"table_name":1,"table_type":2}}}],"transparent":false,"type":"table"}],"repeat":null,"repeatDirection":null,"span":null,"targets":[],"timeFrom":null,"timeShift":null,"title":"Actor/Table Id Info","transformations":[],"transparent":false,"type":"row"},{"cacheTimeout":null,"collapsed":true,"datasource":null,"description":null,"editable":true,"error":false,"fieldConfig":{"defaults":{"thresholds":{"mode":"absolute","steps":[]}}},"gridPos":{"h":1,"w":24,"x":0,"y":1},"height":null,"hideTimeOverride":false,"id":5,"interval":null,"links":[],"maxDataPoints":100,"maxPerRow":null,"minSpan":null,"panels":[{"cacheTimeout":null,"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"description":"The number of each type of RisingWave components 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One is the leader and the rest are the 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diff --git a/integration_tests/ad-click/docker-compose.yml b/integration_tests/ad-click/docker-compose.yml
index 62d5c3fb76517..2b84bb00d9950 100644
--- a/integration_tests/ad-click/docker-compose.yml
+++ b/integration_tests/ad-click/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
   risingwave-standalone:
     extends:
diff --git a/integration_tests/ad-ctr/docker-compose.yml b/integration_tests/ad-ctr/docker-compose.yml
index 0298f014db11a..2bec6c35295b8 100644
--- a/integration_tests/ad-ctr/docker-compose.yml
+++ b/integration_tests/ad-ctr/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
   risingwave-standalone:
     extends:
diff --git a/integration_tests/big-query-sink/docker-compose.yml b/integration_tests/big-query-sink/docker-compose.yml
index 6c93903df8bba..279f43a43b217 100644
--- a/integration_tests/big-query-sink/docker-compose.yml
+++ b/integration_tests/big-query-sink/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
   risingwave-standalone:
     extends:
diff --git a/integration_tests/cassandra-and-scylladb-sink/docker-compose.yml b/integration_tests/cassandra-and-scylladb-sink/docker-compose.yml
index 0fa224ddab9d0..9f09b203ef700 100644
--- a/integration_tests/cassandra-and-scylladb-sink/docker-compose.yml
+++ b/integration_tests/cassandra-and-scylladb-sink/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
   cassandra:
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diff --git a/integration_tests/cdn-metrics/docker-compose.yml b/integration_tests/cdn-metrics/docker-compose.yml
index 87adef35f8cf4..05d3d786e6279 100644
--- a/integration_tests/cdn-metrics/docker-compose.yml
+++ b/integration_tests/cdn-metrics/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
   risingwave-standalone:
     extends:
diff --git a/integration_tests/citus-cdc/docker-compose.yml b/integration_tests/citus-cdc/docker-compose.yml
index 6ce8341047ee4..8afb665e02cd1 100644
--- a/integration_tests/citus-cdc/docker-compose.yml
+++ b/integration_tests/citus-cdc/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
   risingwave-standalone:
     extends:
diff --git a/integration_tests/clickhouse-sink/docker-compose.yml b/integration_tests/clickhouse-sink/docker-compose.yml
index 1cf61ff8dfa30..beb2ee1254739 100644
--- a/integration_tests/clickhouse-sink/docker-compose.yml
+++ b/integration_tests/clickhouse-sink/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
   clickhouse-server:
     image: clickhouse/clickhouse-server:23.3.8.21-alpine
diff --git a/integration_tests/clickstream/docker-compose.yml b/integration_tests/clickstream/docker-compose.yml
index 857c93f0d7577..4015a3a976ced 100644
--- a/integration_tests/clickstream/docker-compose.yml
+++ b/integration_tests/clickstream/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
   risingwave-standalone:
     extends:
diff --git a/integration_tests/client-library/docker-compose.yml b/integration_tests/client-library/docker-compose.yml
index c6868eaa42140..c8a03d353b18e 100644
--- a/integration_tests/client-library/docker-compose.yml
+++ b/integration_tests/client-library/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
   risingwave-standalone:
     extends:
diff --git a/integration_tests/cockroach-sink/docker-compose.yml b/integration_tests/cockroach-sink/docker-compose.yml
index b6b0c8d9e6c5f..d325c57865baf 100644
--- a/integration_tests/cockroach-sink/docker-compose.yml
+++ b/integration_tests/cockroach-sink/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
   risingwave-standalone:
     extends:
diff --git a/integration_tests/debezium-mysql/docker-compose.yml b/integration_tests/debezium-mysql/docker-compose.yml
index 3462e5e3d09d1..6cb577ac23886 100644
--- a/integration_tests/debezium-mysql/docker-compose.yml
+++ b/integration_tests/debezium-mysql/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
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diff --git a/integration_tests/debezium-postgres/docker-compose.yml b/integration_tests/debezium-postgres/docker-compose.yml
index c81c33fb3e455..327cb44d6db7c 100644
--- a/integration_tests/debezium-postgres/docker-compose.yml
+++ b/integration_tests/debezium-postgres/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
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diff --git a/integration_tests/debezium-sqlserver/docker-compose.yml b/integration_tests/debezium-sqlserver/docker-compose.yml
index e88cb36e548b7..9d4bbbf0a5bb6 100644
--- a/integration_tests/debezium-sqlserver/docker-compose.yml
+++ b/integration_tests/debezium-sqlserver/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
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diff --git a/integration_tests/deltalake-sink/docker-compose.yml b/integration_tests/deltalake-sink/docker-compose.yml
index 70b1e3c22e325..2a799f9fcf45b 100644
--- a/integration_tests/deltalake-sink/docker-compose.yml
+++ b/integration_tests/deltalake-sink/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
   spark:
     image: apache/spark:3.3.1
diff --git a/integration_tests/doris-sink/docker-compose.yml b/integration_tests/doris-sink/docker-compose.yml
index e1a7f1ef5e90e..4b43632f51319 100644
--- a/integration_tests/doris-sink/docker-compose.yml
+++ b/integration_tests/doris-sink/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
   fe:
     platform: linux/amd64
diff --git a/integration_tests/elasticsearch-sink/docker-compose.yml b/integration_tests/elasticsearch-sink/docker-compose.yml
index c885b7136a606..097de4beb5490 100644
--- a/integration_tests/elasticsearch-sink/docker-compose.yml
+++ b/integration_tests/elasticsearch-sink/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
   elasticsearch7:
     image: docker.elastic.co/elasticsearch/elasticsearch:7.11.0
diff --git a/integration_tests/feature-store/docker-compose.yml b/integration_tests/feature-store/docker-compose.yml
index 71633cce20a19..77de22a8c3522 100644
--- a/integration_tests/feature-store/docker-compose.yml
+++ b/integration_tests/feature-store/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
   kafka:
     image: confluentinc/cp-kafka:7.1.0
diff --git a/integration_tests/http-sink/docker-compose.yml b/integration_tests/http-sink/docker-compose.yml
index 12546c4f5dd28..9a7c42b1443e0 100644
--- a/integration_tests/http-sink/docker-compose.yml
+++ b/integration_tests/http-sink/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
   risingwave-standalone:
     extends:
diff --git a/integration_tests/iceberg-sink/docker-compose.yml b/integration_tests/iceberg-sink/docker-compose.yml
index 91cec5dd24430..84bda01b21ceb 100644
--- a/integration_tests/iceberg-sink/docker-compose.yml
+++ b/integration_tests/iceberg-sink/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 x-airflow-common:
   &airflow-common
   image: apache/airflow:2.6.2-python3.10
diff --git a/integration_tests/kafka-cdc-sink/docker-compose.yml b/integration_tests/kafka-cdc-sink/docker-compose.yml
index 81f892354b8a0..1cebe9b73f284 100644
--- a/integration_tests/kafka-cdc-sink/docker-compose.yml
+++ b/integration_tests/kafka-cdc-sink/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
   risingwave-standalone:
     extends:
diff --git a/integration_tests/kafka-cdc/docker-compose.yml b/integration_tests/kafka-cdc/docker-compose.yml
index f42c4399178d0..6eaa5b5ead7ab 100644
--- a/integration_tests/kafka-cdc/docker-compose.yml
+++ b/integration_tests/kafka-cdc/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
   risingwave-standalone:
     extends:
diff --git a/integration_tests/kinesis-s3-source/docker-compose.yml b/integration_tests/kinesis-s3-source/docker-compose.yml
index dc91e2095cbde..74dabde96f7ba 100644
--- a/integration_tests/kinesis-s3-source/docker-compose.yml
+++ b/integration_tests/kinesis-s3-source/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
   risingwave-standalone:
     extends:
diff --git a/integration_tests/livestream/docker-compose.yml b/integration_tests/livestream/docker-compose.yml
index 8dffce371562a..e263b704bc90d 100644
--- a/integration_tests/livestream/docker-compose.yml
+++ b/integration_tests/livestream/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
   risingwave-standalone:
     extends:
diff --git a/integration_tests/mindsdb/docker-compose.yml b/integration_tests/mindsdb/docker-compose.yml
index 40fe4e6192fa3..0cd82b10a6529 100644
--- a/integration_tests/mindsdb/docker-compose.yml
+++ b/integration_tests/mindsdb/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
   risingwave-standalone:
     extends:
diff --git a/integration_tests/mongodb-cdc/docker-compose.yaml b/integration_tests/mongodb-cdc/docker-compose.yaml
index eaf519b440569..de09a204d991b 100644
--- a/integration_tests/mongodb-cdc/docker-compose.yaml
+++ b/integration_tests/mongodb-cdc/docker-compose.yaml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
   risingwave-standalone:
     extends:
diff --git a/integration_tests/mongodb/docker-compose.yaml b/integration_tests/mongodb/docker-compose.yaml
index 59ac89215ec14..a2855c200e6b0 100644
--- a/integration_tests/mongodb/docker-compose.yaml
+++ b/integration_tests/mongodb/docker-compose.yaml
@@ -1,4 +1,3 @@
-version: "3"
 services:
   mongodb:
     image: mongo:4.4
diff --git a/integration_tests/mqtt/docker-compose.yml b/integration_tests/mqtt/docker-compose.yml
index 04f73404be6aa..b91ddd482509c 100644
--- a/integration_tests/mqtt/docker-compose.yml
+++ b/integration_tests/mqtt/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
   risingwave-standalone:
     extends:
diff --git a/integration_tests/mysql-cdc/docker-compose.yml b/integration_tests/mysql-cdc/docker-compose.yml
index c0bba2ccc008b..b2779c42c05b6 100644
--- a/integration_tests/mysql-cdc/docker-compose.yml
+++ b/integration_tests/mysql-cdc/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
   risingwave-standalone:
     extends:
diff --git a/integration_tests/mysql-sink/docker-compose.yml b/integration_tests/mysql-sink/docker-compose.yml
index 3e1fc5544276f..8f8c4f9aa4336 100644
--- a/integration_tests/mysql-sink/docker-compose.yml
+++ b/integration_tests/mysql-sink/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
   risingwave-standalone:
     extends:
diff --git a/integration_tests/nats/docker-compose.yml b/integration_tests/nats/docker-compose.yml
index 891c865744747..930f1a719fd7f 100644
--- a/integration_tests/nats/docker-compose.yml
+++ b/integration_tests/nats/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
   risingwave-standalone:
     extends:
diff --git a/integration_tests/pinot-sink/docker-compose.yml b/integration_tests/pinot-sink/docker-compose.yml
index fc4ad250880ce..c7d08dcc005e9 100644
--- a/integration_tests/pinot-sink/docker-compose.yml
+++ b/integration_tests/pinot-sink/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
   risingwave-standalone:
     extends:
diff --git a/integration_tests/postgres-cdc/docker-compose.yml b/integration_tests/postgres-cdc/docker-compose.yml
index 7650da0779178..333ee2f4080c3 100644
--- a/integration_tests/postgres-cdc/docker-compose.yml
+++ b/integration_tests/postgres-cdc/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
   risingwave-standalone:
     extends:
diff --git a/integration_tests/postgres-sink/docker-compose.yml b/integration_tests/postgres-sink/docker-compose.yml
index 4d8638fdc3c07..6f5a16db64c24 100644
--- a/integration_tests/postgres-sink/docker-compose.yml
+++ b/integration_tests/postgres-sink/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
   risingwave-standalone:
     extends:
diff --git a/integration_tests/presto-trino/docker-compose.yml b/integration_tests/presto-trino/docker-compose.yml
index a56135a4ae597..5de9dc34eb78a 100644
--- a/integration_tests/presto-trino/docker-compose.yml
+++ b/integration_tests/presto-trino/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
   risingwave-standalone:
     extends:
diff --git a/integration_tests/prometheus/docker-compose.yml b/integration_tests/prometheus/docker-compose.yml
index de3249df9253a..cd840807ea1ac 100644
--- a/integration_tests/prometheus/docker-compose.yml
+++ b/integration_tests/prometheus/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
   risingwave-standalone:
     extends:
diff --git a/integration_tests/redis-sink/docker-compose.yml b/integration_tests/redis-sink/docker-compose.yml
index dce27ae99895c..8f3c3eb9cdd85 100644
--- a/integration_tests/redis-sink/docker-compose.yml
+++ b/integration_tests/redis-sink/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
   redis:
     image: 'redis:latest'
diff --git a/integration_tests/schema-registry/docker-compose.yml b/integration_tests/schema-registry/docker-compose.yml
index 80d4b90e4f7d2..2209fb7e20aee 100644
--- a/integration_tests/schema-registry/docker-compose.yml
+++ b/integration_tests/schema-registry/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
   risingwave-standalone:
     extends:
diff --git a/integration_tests/sqlserver-sink/README.md b/integration_tests/sqlserver-sink/README.md
new file mode 100644
index 0000000000000..7006b55ff861a
--- /dev/null
+++ b/integration_tests/sqlserver-sink/README.md
@@ -0,0 +1,86 @@
+# Demo: Sinking to Microsoft SQL Server
+
+In this demo, we want to showcase how RisingWave is able to sink data to Microsoft SQL Server.
+
+
+1. Launch the cluster:
+
+```sh
+docker-compose up -d
+```
+
+The cluster contains a RisingWave cluster and its necessary dependencies, a datagen that generates the data, a SQL Server instance for sink.
+
+2. Create the SQL Server table:
+
+```sh
+docker exec -it sqlserver-server /opt/mssql-tools/bin/sqlcmd -S localhost -U SA -P SomeTestOnly@SA -Q "
+CREATE DATABASE SinkTest;
+GO
+USE SinkTest;
+GO
+CREATE TABLE t_many_data_type (
+    k1 int, k2 int,
+    c_boolean bit,
+    c_int16 smallint,
+    c_int32 int,
+    c_int64 bigint,
+    c_float32 float,
+    c_float64 float,
+    c_decimal decimal,
+    c_date date,
+    c_time time,
+    c_timestamp datetime2,
+    c_nvarchar nvarchar(1024),
+    c_varbinary varbinary(1024),
+    PRIMARY KEY (k1,k2)
+);
+GO"
+```
+
+3. Create the RisingWave table and sink:
+
+```sh
+docker exec -it postgres-0 psql -h 127.0.0.1 -p 4566 -d dev -U root -c "
+CREATE TABLE t_many_data_type_rw (
+    k1 int, k2 int,
+    c_int16 smallint,
+    c_int32 int,
+    c_int64 bigint,
+    c_float32 float,
+    c_float64 double,
+    c_timestamp timestamp,
+    c_nvarchar string
+) WITH (
+    connector = 'datagen',
+    datagen.split.num = '1',
+    datagen.rows.per.second = '100',
+    fields.k1.kind = 'random',
+    fields.k1.min = '0',
+    fields.k1.max = '10000',
+    fields.k2.kind = 'random',
+    fields.k2.min = '0',
+    fields.k2.max = '10000'
+);
+
+CREATE SINK s_many_data_type FROM t_many_data_type_rw WITH (
+  connector = 'sqlserver',
+  type = 'upsert',
+  sqlserver.host = 'localhost',
+  sqlserver.port = 1433,
+  sqlserver.user = 'SA',
+  sqlserver.password = 'SomeTestOnly@SA',
+  sqlserver.database = 'SinkTest',
+  sqlserver.table = 't_many_data_type',
+  primary_key = 'k1,k2',
+);
+"
+```
+
+4. Verify the result in SQL Server, for example:
+
+```sh
+docker exec -it sqlserver-server /opt/mssql-tools/bin/sqlcmd -S localhost -U SA -P SomeTestOnly@SA -Q "
+SELECT count(*) FROM SinkTest.dbo.t_many_data_type;
+"
+```
diff --git a/integration_tests/sqlserver-sink/docker-compose.yml b/integration_tests/sqlserver-sink/docker-compose.yml
new file mode 100644
index 0000000000000..ec31f7d47e12e
--- /dev/null
+++ b/integration_tests/sqlserver-sink/docker-compose.yml
@@ -0,0 +1,46 @@
+---
+services:
+  sqlserver-server:
+    container_name: sqlserver-server
+    image: mcr.microsoft.com/mssql/server:2022-latest
+    hostname: sqlserver-server
+    ports:
+      - 1433:1433
+    environment:
+      ACCEPT_EULA: 'Y'
+      SA_PASSWORD: 'SomeTestOnly@SA'
+  risingwave-standalone:
+    extends:
+      file: ../../docker/docker-compose.yml
+      service: risingwave-standalone
+  postgres-0:
+    container_name: postgres-0
+    extends:
+      file: ../../docker/docker-compose.yml
+      service: postgres-0
+  grafana-0:
+    extends:
+      file: ../../docker/docker-compose.yml
+      service: grafana-0
+  minio-0:
+    extends:
+      file: ../../docker/docker-compose.yml
+      service: minio-0
+  prometheus-0:
+    extends:
+      file: ../../docker/docker-compose.yml
+      service: prometheus-0
+volumes:
+  risingwave-standalone:
+    external: false
+  postgres-0:
+    external: false
+  grafana-0:
+    external: false
+  minio-0:
+    external: false
+  prometheus-0:
+    external: false
+  message_queue:
+    external: false
+name: risingwave-compose
diff --git a/integration_tests/starrocks-sink/docker-compose.yml b/integration_tests/starrocks-sink/docker-compose.yml
index 70918713643d6..e3a06cc33587a 100644
--- a/integration_tests/starrocks-sink/docker-compose.yml
+++ b/integration_tests/starrocks-sink/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
   starrocks-fe:
     image: starrocks/fe-ubuntu:3.1.7
diff --git a/integration_tests/superset/docker-compose.yml b/integration_tests/superset/docker-compose.yml
index 746a80fb9a064..3d7b9ed2494ca 100644
--- a/integration_tests/superset/docker-compose.yml
+++ b/integration_tests/superset/docker-compose.yml
@@ -9,7 +9,6 @@ x-superset-volumes:
   - ./docker:/app/docker
   - superset_home:/app/superset_home
 
-version: "3.7"
 services:
   risingwave-standalone:
     extends:
diff --git a/integration_tests/twitter-pulsar/docker-compose.yml b/integration_tests/twitter-pulsar/docker-compose.yml
index d684be6b876a8..a3e91c9f8751a 100644
--- a/integration_tests/twitter-pulsar/docker-compose.yml
+++ b/integration_tests/twitter-pulsar/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
   risingwave-standalone:
     extends:
diff --git a/integration_tests/twitter/docker-compose.yml b/integration_tests/twitter/docker-compose.yml
index 37b2723cb8e50..e59e71b3839ce 100644
--- a/integration_tests/twitter/docker-compose.yml
+++ b/integration_tests/twitter/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
   risingwave-standalone:
     extends:
diff --git a/integration_tests/upsert-avro/docker-compose.yml b/integration_tests/upsert-avro/docker-compose.yml
index 291528f6fb319..9176ca053ba4e 100644
--- a/integration_tests/upsert-avro/docker-compose.yml
+++ b/integration_tests/upsert-avro/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
   risingwave-standalone:
     extends:
@@ -53,4 +52,4 @@ volumes:
     external: false
   message_queue:
     external: false
-name: risingwave-compose
\ No newline at end of file
+name: risingwave-compose
diff --git a/integration_tests/vector/docker-compose.yml b/integration_tests/vector/docker-compose.yml
index 4c2e6100b714a..13101925ac4a3 100644
--- a/integration_tests/vector/docker-compose.yml
+++ b/integration_tests/vector/docker-compose.yml
@@ -1,5 +1,4 @@
 ---
-version: "3"
 services:
   risingwave-standalone:
     extends:
diff --git a/java/connector-node/connector-api/src/main/java/com/risingwave/connector/api/Monitor.java b/java/connector-node/connector-api/src/main/java/com/risingwave/connector/api/Monitor.java
new file mode 100644
index 0000000000000..5b89cfeb6e5df
--- /dev/null
+++ b/java/connector-node/connector-api/src/main/java/com/risingwave/connector/api/Monitor.java
@@ -0,0 +1,33 @@
+/*
+ * Copyright 2024 RisingWave Labs
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package com.risingwave.connector.api;
+
+import java.lang.management.ManagementFactory;
+import java.lang.management.ThreadInfo;
+import java.lang.management.ThreadMXBean;
+
+public class Monitor {
+
+    public static String dumpStackTrace() {
+        StringBuilder builder = new StringBuilder();
+        ThreadMXBean threadMxBean = ManagementFactory.getThreadMXBean();
+        for (ThreadInfo ti : threadMxBean.dumpAllThreads(true, true)) {
+            builder.append(ti.toString());
+        }
+        return builder.toString();
+    }
+}
diff --git a/java/connector-node/risingwave-connector-service/src/main/java/com/risingwave/connector/SinkUtils.java b/java/connector-node/risingwave-connector-service/src/main/java/com/risingwave/connector/SinkUtils.java
index 679deedebcabf..73f0799e44d1d 100644
--- a/java/connector-node/risingwave-connector-service/src/main/java/com/risingwave/connector/SinkUtils.java
+++ b/java/connector-node/risingwave-connector-service/src/main/java/com/risingwave/connector/SinkUtils.java
@@ -40,6 +40,7 @@ public static SinkFactory getSinkFactory(String sinkName) {
             case "jdbc":
                 return new JDBCSinkFactory();
             case "elasticsearch":
+            case "opensearch":
                 return new EsSinkFactory();
             case "cassandra":
                 return new CassandraFactory();
diff --git a/java/connector-node/risingwave-connector-service/src/main/java/com/risingwave/connector/source/common/MySqlValidator.java b/java/connector-node/risingwave-connector-service/src/main/java/com/risingwave/connector/source/common/MySqlValidator.java
index a130c71074991..d20a18185a74d 100644
--- a/java/connector-node/risingwave-connector-service/src/main/java/com/risingwave/connector/source/common/MySqlValidator.java
+++ b/java/connector-node/risingwave-connector-service/src/main/java/com/risingwave/connector/source/common/MySqlValidator.java
@@ -187,17 +187,17 @@ private void validateTableSchema() throws SQLException {
             stmt.setString(1, dbName);
             stmt.setString(2, tableName);
 
-            // Field name in lower case -> data type
-            var schema = new HashMap<String, String>();
+            // Field name in lower case -> data type, because MySQL column name is case-insensitive
+            // https://dev.mysql.com/doc/refman/5.7/en/identifier-case-sensitivity.html
+            var upstreamSchema = new HashMap<String, String>();
             var pkFields = new HashSet<String>();
             var res = stmt.executeQuery();
             while (res.next()) {
                 var field = res.getString(1);
                 var dataType = res.getString(2);
                 var key = res.getString(3);
-                schema.put(field.toLowerCase(), dataType);
+                upstreamSchema.put(field.toLowerCase(), dataType);
                 if (key.equalsIgnoreCase("PRI")) {
-                    // RisingWave always use lower case for column name
                     pkFields.add(field.toLowerCase());
                 }
             }
@@ -208,7 +208,7 @@ private void validateTableSchema() throws SQLException {
                 if (e.getKey().startsWith(ValidatorUtils.INTERNAL_COLUMN_PREFIX)) {
                     continue;
                 }
-                var dataType = schema.get(e.getKey().toLowerCase());
+                var dataType = upstreamSchema.get(e.getKey().toLowerCase());
                 if (dataType == null) {
                     throw ValidatorUtils.invalidArgument(
                             "Column '" + e.getKey() + "' not found in the upstream database");
@@ -219,7 +219,7 @@ private void validateTableSchema() throws SQLException {
                 }
             }
 
-            if (!ValidatorUtils.isPrimaryKeyMatch(tableSchema, pkFields)) {
+            if (!isPrimaryKeyMatch(tableSchema, pkFields)) {
                 throw ValidatorUtils.invalidArgument("Primary key mismatch");
             }
         }
@@ -232,6 +232,18 @@ public void close() throws Exception {
         }
     }
 
+    private boolean isPrimaryKeyMatch(TableSchema sourceSchema, Set<String> pkFields) {
+        if (sourceSchema.getPrimaryKeys().size() != pkFields.size()) {
+            return false;
+        }
+        for (var colName : sourceSchema.getPrimaryKeys()) {
+            if (!pkFields.contains(colName.toLowerCase())) {
+                return false;
+            }
+        }
+        return true;
+    }
+
     private boolean isDataTypeCompatible(String mysqlDataType, Data.DataType.TypeName typeName) {
         int val = typeName.getNumber();
         switch (mysqlDataType) {
diff --git a/java/connector-node/risingwave-connector-service/src/main/java/com/risingwave/connector/source/common/PostgresValidator.java b/java/connector-node/risingwave-connector-service/src/main/java/com/risingwave/connector/source/common/PostgresValidator.java
index 31b016146e000..93d4fdee0bcd4 100644
--- a/java/connector-node/risingwave-connector-service/src/main/java/com/risingwave/connector/source/common/PostgresValidator.java
+++ b/java/connector-node/risingwave-connector-service/src/main/java/com/risingwave/connector/source/common/PostgresValidator.java
@@ -188,7 +188,7 @@ private void validateTableSchema() throws SQLException {
                 pkFields.add(name);
             }
 
-            if (!ValidatorUtils.isPrimaryKeyMatch(tableSchema, pkFields)) {
+            if (!isPrimaryKeyMatch(tableSchema, pkFields)) {
                 throw ValidatorUtils.invalidArgument("Primary key mismatch");
             }
         }
@@ -227,6 +227,19 @@ private void validateTableSchema() throws SQLException {
         }
     }
 
+    private boolean isPrimaryKeyMatch(TableSchema sourceSchema, Set<String> pkFields) {
+        if (sourceSchema.getPrimaryKeys().size() != pkFields.size()) {
+            return false;
+        }
+        // postgres column name is case-sensitive
+        for (var colName : sourceSchema.getPrimaryKeys()) {
+            if (!pkFields.contains(colName)) {
+                return false;
+            }
+        }
+        return true;
+    }
+
     private void validatePrivileges() throws SQLException {
         boolean isSuperUser = false;
         if (this.isAwsRds) {
diff --git a/java/connector-node/risingwave-connector-service/src/main/java/com/risingwave/connector/source/common/ValidatorUtils.java b/java/connector-node/risingwave-connector-service/src/main/java/com/risingwave/connector/source/common/ValidatorUtils.java
index 5c7d9ea6d4948..20d631a3267c9 100644
--- a/java/connector-node/risingwave-connector-service/src/main/java/com/risingwave/connector/source/common/ValidatorUtils.java
+++ b/java/connector-node/risingwave-connector-service/src/main/java/com/risingwave/connector/source/common/ValidatorUtils.java
@@ -14,12 +14,10 @@
 
 package com.risingwave.connector.source.common;
 
-import com.risingwave.connector.api.TableSchema;
 import com.risingwave.connector.api.source.SourceTypeE;
 import io.grpc.Status;
 import java.io.IOException;
 import java.util.Properties;
-import java.util.Set;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
@@ -72,16 +70,4 @@ public static String getJdbcUrl(
                 throw ValidatorUtils.invalidArgument("Unknown source type: " + sourceType);
         }
     }
-
-    public static boolean isPrimaryKeyMatch(TableSchema sourceSchema, Set<String> pkFields) {
-        if (sourceSchema.getPrimaryKeys().size() != pkFields.size()) {
-            return false;
-        }
-        for (var colName : sourceSchema.getPrimaryKeys()) {
-            if (!pkFields.contains(colName)) {
-                return false;
-            }
-        }
-        return true;
-    }
 }
diff --git a/java/connector-node/risingwave-connector-service/src/main/java/com/risingwave/connector/source/core/DbzChangeEventConsumer.java b/java/connector-node/risingwave-connector-service/src/main/java/com/risingwave/connector/source/core/DbzChangeEventConsumer.java
index cabf9e29a68aa..98a0a171ec4cc 100644
--- a/java/connector-node/risingwave-connector-service/src/main/java/com/risingwave/connector/source/core/DbzChangeEventConsumer.java
+++ b/java/connector-node/risingwave-connector-service/src/main/java/com/risingwave/connector/source/core/DbzChangeEventConsumer.java
@@ -202,11 +202,15 @@ var record = event.value();
                         byte[] key =
                                 keyConverter.fromConnectData(
                                         record.topic(), record.keySchema(), record.key());
+                        String msgPayload =
+                                payload == null ? "" : new String(payload, StandardCharsets.UTF_8);
+                        // key can be null if the table has no primary key
+                        String msgKey = key == null ? "" : new String(key, StandardCharsets.UTF_8);
                         var message =
                                 msgBuilder
                                         .setFullTableName(fullTableName)
-                                        .setPayload(new String(payload, StandardCharsets.UTF_8))
-                                        .setKey(new String(key, StandardCharsets.UTF_8))
+                                        .setPayload(msgPayload)
+                                        .setKey(msgKey)
                                         .setSourceTsMs(sourceTsMs)
                                         .build();
                         LOG.debug(
diff --git a/java/connector-node/risingwave-connector-test/pom.xml b/java/connector-node/risingwave-connector-test/pom.xml
index 14b1c7bd65fc0..d3d47b0bc4571 100644
--- a/java/connector-node/risingwave-connector-test/pom.xml
+++ b/java/connector-node/risingwave-connector-test/pom.xml
@@ -128,13 +128,13 @@
         <dependency>
             <groupId>com.fasterxml.jackson.core</groupId>
             <artifactId>jackson-databind</artifactId>
-            <version>${jackson.version}</version>
+            <version>2.13.5</version>
             <scope>test</scope>
         </dependency>
         <dependency>
             <groupId>com.fasterxml.jackson.core</groupId>
             <artifactId>jackson-core</artifactId>
-            <version>${jackson.version}</version>
+            <version>2.13.5</version>
             <scope>test</scope>
         </dependency>
 
diff --git a/java/connector-node/risingwave-connector-test/src/test/java/com/risingwave/connector/sink/elasticsearch/EsSinkTest.java b/java/connector-node/risingwave-connector-test/src/test/java/com/risingwave/connector/sink/elasticsearch/EsSinkTest.java
index 509f71ec1e569..d2873fac9d216 100644
--- a/java/connector-node/risingwave-connector-test/src/test/java/com/risingwave/connector/sink/elasticsearch/EsSinkTest.java
+++ b/java/connector-node/risingwave-connector-test/src/test/java/com/risingwave/connector/sink/elasticsearch/EsSinkTest.java
@@ -19,6 +19,7 @@
 
 import com.google.common.collect.Iterators;
 import com.google.common.collect.Lists;
+import com.risingwave.connector.ElasticRestHighLevelClientAdapter;
 import com.risingwave.connector.EsSink;
 import com.risingwave.connector.EsSinkConfig;
 import com.risingwave.connector.api.TableSchema;
@@ -28,10 +29,10 @@
 import com.risingwave.proto.Data.Op;
 import java.io.IOException;
 import java.util.Map;
+import org.apache.http.HttpHost;
 import org.elasticsearch.action.search.SearchRequest;
 import org.elasticsearch.action.search.SearchResponse;
 import org.elasticsearch.client.RequestOptions;
-import org.elasticsearch.client.RestHighLevelClient;
 import org.elasticsearch.index.query.QueryBuilders;
 import org.elasticsearch.search.SearchHit;
 import org.elasticsearch.search.SearchHits;
@@ -52,14 +53,14 @@ static TableSchema getTestTableSchema() {
 
     public void testEsSink(ElasticsearchContainer container, String username, String password)
             throws IOException {
-        EsSink sink =
-                new EsSink(
-                        new EsSinkConfig(container.getHttpHostAddress())
-                                .withIndex("test")
-                                .withDelimiter("$")
-                                .withUsername(username)
-                                .withPassword(password),
-                        getTestTableSchema());
+        EsSinkConfig config =
+                new EsSinkConfig(container.getHttpHostAddress())
+                        .withIndex("test")
+                        .withDelimiter("$")
+                        .withUsername(username)
+                        .withPassword(password);
+        config.setConnector("elasticsearch");
+        EsSink sink = new EsSink(config, getTestTableSchema());
         sink.write(
                 Iterators.forArray(
                         new ArraySinkRow(
@@ -74,7 +75,9 @@ public void testEsSink(ElasticsearchContainer container, String username, String
             fail(e.getMessage());
         }
 
-        RestHighLevelClient client = sink.getClient();
+        HttpHost host = HttpHost.create(config.getUrl());
+        ElasticRestHighLevelClientAdapter client =
+                new ElasticRestHighLevelClientAdapter(host, config);
         SearchRequest searchRequest = new SearchRequest("test");
         SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder();
         searchSourceBuilder.query(QueryBuilders.matchAllQuery());
diff --git a/java/connector-node/risingwave-sink-cassandra/src/main/java/com/risingwave/connector/CassandraUtil.java b/java/connector-node/risingwave-sink-cassandra/src/main/java/com/risingwave/connector/CassandraUtil.java
index a6be8f7fc89c1..8327893f6da9a 100644
--- a/java/connector-node/risingwave-sink-cassandra/src/main/java/com/risingwave/connector/CassandraUtil.java
+++ b/java/connector-node/risingwave-sink-cassandra/src/main/java/com/risingwave/connector/CassandraUtil.java
@@ -79,9 +79,10 @@ private static int getCorrespondingCassandraType(DataType dataType) {
     public static void checkSchema(
             List<ColumnDesc> columnDescs,
             Map<CqlIdentifier, ColumnMetadata> cassandraColumnDescMap) {
-        if (columnDescs.size() != cassandraColumnDescMap.size()) {
+        if (columnDescs.size() > cassandraColumnDescMap.size()) {
             throw Status.FAILED_PRECONDITION
-                    .withDescription("Don't match in the number of columns in the table")
+                    .withDescription(
+                            "The columns of the sink must be equal to or a superset of the target table's columns.")
                     .asRuntimeException();
         }
         for (ColumnDesc columnDesc : columnDescs) {
diff --git a/java/connector-node/risingwave-sink-deltalake/pom.xml b/java/connector-node/risingwave-sink-deltalake/pom.xml
index bab3c5320fae2..9a89853ff9f39 100644
--- a/java/connector-node/risingwave-sink-deltalake/pom.xml
+++ b/java/connector-node/risingwave-sink-deltalake/pom.xml
@@ -18,7 +18,7 @@
     <properties>
         <maven.compiler.source>11</maven.compiler.source>
         <maven.compiler.target>11</maven.compiler.target>
-        <parquet.version>1.12.3</parquet.version>
+        <parquet.version>1.14.0</parquet.version>
         <maven.javadoc.skip>true</maven.javadoc.skip>
     </properties>
 
diff --git a/java/connector-node/risingwave-sink-es-7/pom.xml b/java/connector-node/risingwave-sink-es-7/pom.xml
index 9c8515098d7d8..4ff4bd76ef109 100644
--- a/java/connector-node/risingwave-sink-es-7/pom.xml
+++ b/java/connector-node/risingwave-sink-es-7/pom.xml
@@ -51,6 +51,14 @@
             <groupId>org.elasticsearch.client</groupId>
             <artifactId>elasticsearch-rest-high-level-client</artifactId>
         </dependency>
+        <dependency>
+			<groupId>org.opensearch</groupId>
+			<artifactId>opensearch</artifactId>
+		</dependency>
+		<dependency>
+			<groupId>org.opensearch.client</groupId>
+			<artifactId>opensearch-rest-high-level-client</artifactId>
+		</dependency>
         <dependency>
             <groupId>org.apache.httpcomponents</groupId>
             <artifactId>httpclient</artifactId>
diff --git a/java/connector-node/risingwave-sink-es-7/src/main/java/com/risingwave/connector/BulkListener.java b/java/connector-node/risingwave-sink-es-7/src/main/java/com/risingwave/connector/BulkListener.java
new file mode 100644
index 0000000000000..4ce1165ba1baf
--- /dev/null
+++ b/java/connector-node/risingwave-sink-es-7/src/main/java/com/risingwave/connector/BulkListener.java
@@ -0,0 +1,97 @@
+/*
+ * Copyright 2024 RisingWave Labs
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package com.risingwave.connector;
+
+import com.risingwave.connector.EsSink.RequestTracker;
+import org.elasticsearch.action.bulk.BulkRequest;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+public class BulkListener
+        implements org.elasticsearch.action.bulk.BulkProcessor.Listener,
+                org.opensearch.action.bulk.BulkProcessor.Listener {
+    private static final Logger LOG = LoggerFactory.getLogger(EsSink.class);
+    private final RequestTracker requestTracker;
+
+    public BulkListener(RequestTracker requestTracker) {
+        this.requestTracker = requestTracker;
+    }
+
+    @Override
+    public void beforeBulk(long executionId, org.elasticsearch.action.bulk.BulkRequest request) {
+        LOG.debug("Sending bulk of {} actions to Elasticsearch.", request.numberOfActions());
+    }
+
+    @Override
+    public void afterBulk(
+            long executionId,
+            org.elasticsearch.action.bulk.BulkRequest request,
+            org.elasticsearch.action.bulk.BulkResponse response) {
+        if (response.hasFailures()) {
+            String errMessage =
+                    String.format(
+                            "Bulk of %d actions failed. Failure: %s",
+                            request.numberOfActions(), response.buildFailureMessage());
+            this.requestTracker.addErrResult(errMessage);
+        } else {
+            this.requestTracker.addOkResult(request.numberOfActions());
+            LOG.debug("Sent bulk of {} actions to Elasticsearch.", request.numberOfActions());
+        }
+    }
+
+    /** This method is called when the bulk failed and raised a Throwable */
+    @Override
+    public void afterBulk(long executionId, BulkRequest request, Throwable failure) {
+        String errMessage =
+                String.format(
+                        "Bulk of %d actions failed. Failure: %s",
+                        request.numberOfActions(), failure.getMessage());
+        this.requestTracker.addErrResult(errMessage);
+    }
+
+    @Override
+    public void beforeBulk(long executionId, org.opensearch.action.bulk.BulkRequest request) {
+        LOG.debug("Sending bulk of {} actions to Opensearch.", request.numberOfActions());
+    }
+
+    @Override
+    public void afterBulk(
+            long executionId,
+            org.opensearch.action.bulk.BulkRequest request,
+            org.opensearch.action.bulk.BulkResponse response) {
+        if (response.hasFailures()) {
+            String errMessage =
+                    String.format(
+                            "Bulk of %d actions failed. Failure: %s",
+                            request.numberOfActions(), response.buildFailureMessage());
+            this.requestTracker.addErrResult(errMessage);
+        } else {
+            this.requestTracker.addOkResult(request.numberOfActions());
+            LOG.debug("Sent bulk of {} actions to Opensearch.", request.numberOfActions());
+        }
+    }
+
+    @Override
+    public void afterBulk(
+            long executionId, org.opensearch.action.bulk.BulkRequest request, Throwable failure) {
+        String errMessage =
+                String.format(
+                        "Bulk of %d actions failed. Failure: %s",
+                        request.numberOfActions(), failure.getMessage());
+        this.requestTracker.addErrResult(errMessage);
+    }
+}
diff --git a/java/connector-node/risingwave-sink-es-7/src/main/java/com/risingwave/connector/BulkRequestConsumerFactory.java b/java/connector-node/risingwave-sink-es-7/src/main/java/com/risingwave/connector/BulkProcessorAdapter.java
similarity index 58%
rename from java/connector-node/risingwave-sink-es-7/src/main/java/com/risingwave/connector/BulkRequestConsumerFactory.java
rename to java/connector-node/risingwave-sink-es-7/src/main/java/com/risingwave/connector/BulkProcessorAdapter.java
index e26248b5fef74..d72ebe2833953 100644
--- a/java/connector-node/risingwave-sink-es-7/src/main/java/com/risingwave/connector/BulkRequestConsumerFactory.java
+++ b/java/connector-node/risingwave-sink-es-7/src/main/java/com/risingwave/connector/BulkProcessorAdapter.java
@@ -16,14 +16,14 @@
 
 package com.risingwave.connector;
 
-import java.util.function.BiConsumer;
-import org.elasticsearch.action.ActionListener;
-import org.elasticsearch.action.bulk.BulkRequest;
-import org.elasticsearch.action.bulk.BulkResponse;
+import java.util.concurrent.TimeUnit;
 
-/**
- * {@link BulkRequestConsumerFactory} is used to bridge incompatible Elasticsearch Java API calls
- * across different Elasticsearch versions.
- */
-interface BulkRequestConsumerFactory
-        extends BiConsumer<BulkRequest, ActionListener<BulkResponse>> {}
+public interface BulkProcessorAdapter {
+    public void addRow(String index, String key, String doc);
+
+    public void deleteRow(String index, String key);
+
+    public void flush();
+
+    public void awaitClose(long timeout, TimeUnit unit) throws InterruptedException;
+}
diff --git a/java/connector-node/risingwave-sink-es-7/src/main/java/com/risingwave/connector/ElasticBulkProcessorAdapter.java b/java/connector-node/risingwave-sink-es-7/src/main/java/com/risingwave/connector/ElasticBulkProcessorAdapter.java
new file mode 100644
index 0000000000000..de6ab3414f65a
--- /dev/null
+++ b/java/connector-node/risingwave-sink-es-7/src/main/java/com/risingwave/connector/ElasticBulkProcessorAdapter.java
@@ -0,0 +1,91 @@
+/*
+ * Copyright 2024 RisingWave Labs
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package com.risingwave.connector;
+
+import com.risingwave.connector.EsSink.RequestTracker;
+import java.util.concurrent.TimeUnit;
+import org.elasticsearch.action.bulk.BackoffPolicy;
+import org.elasticsearch.action.bulk.BulkProcessor;
+import org.elasticsearch.action.delete.DeleteRequest;
+import org.elasticsearch.action.update.UpdateRequest;
+import org.elasticsearch.client.RequestOptions;
+import org.elasticsearch.common.unit.ByteSizeUnit;
+import org.elasticsearch.common.unit.ByteSizeValue;
+import org.elasticsearch.core.TimeValue;
+import org.elasticsearch.xcontent.XContentType;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+public class ElasticBulkProcessorAdapter implements BulkProcessorAdapter {
+    private static final Logger LOG = LoggerFactory.getLogger(EsSink.class);
+    BulkProcessor esBulkProcessor;
+    private final RequestTracker requestTracker;
+
+    public ElasticBulkProcessorAdapter(
+            RequestTracker requestTracker, ElasticRestHighLevelClientAdapter client) {
+        BulkProcessor.Builder builder =
+                BulkProcessor.builder(
+                        (bulkRequest, bulkResponseActionListener) ->
+                                client.bulkAsync(
+                                        bulkRequest,
+                                        RequestOptions.DEFAULT,
+                                        bulkResponseActionListener),
+                        new BulkListener(requestTracker));
+        // Possible feature: move these to config
+        // execute the bulk every 10 000 requests
+        builder.setBulkActions(1000);
+        // flush the bulk every 5mb
+        builder.setBulkSize(new ByteSizeValue(5, ByteSizeUnit.MB));
+        // flush the bulk every 5 seconds whatever the number of requests
+        builder.setFlushInterval(TimeValue.timeValueSeconds(5));
+        // Set the number of concurrent requests
+        builder.setConcurrentRequests(1);
+        // Set a custom backoff policy which will initially wait for 100ms, increase exponentially
+        // and retries up to three times.
+        builder.setBackoffPolicy(
+                BackoffPolicy.exponentialBackoff(TimeValue.timeValueMillis(100), 3));
+        this.esBulkProcessor = builder.build();
+        this.requestTracker = requestTracker;
+    }
+
+    @Override
+    public void flush() {
+        esBulkProcessor.flush();
+    }
+
+    @Override
+    public void awaitClose(long timeout, TimeUnit unit) throws InterruptedException {
+        esBulkProcessor.awaitClose(timeout, unit);
+    }
+
+    @Override
+    public void addRow(String index, String key, String doc) {
+        UpdateRequest updateRequest;
+        updateRequest = new UpdateRequest(index, "_doc", key).doc(doc, XContentType.JSON);
+        updateRequest.docAsUpsert(true);
+        this.requestTracker.addWriteTask();
+        this.esBulkProcessor.add(updateRequest);
+    }
+
+    @Override
+    public void deleteRow(String index, String key) {
+        DeleteRequest deleteRequest;
+        deleteRequest = new DeleteRequest(index, "_doc", key);
+        this.requestTracker.addWriteTask();
+        this.esBulkProcessor.add(deleteRequest);
+    }
+}
diff --git a/java/connector-node/risingwave-sink-es-7/src/main/java/com/risingwave/connector/ElasticRestHighLevelClientAdapter.java b/java/connector-node/risingwave-sink-es-7/src/main/java/com/risingwave/connector/ElasticRestHighLevelClientAdapter.java
new file mode 100644
index 0000000000000..c64def3bef8a7
--- /dev/null
+++ b/java/connector-node/risingwave-sink-es-7/src/main/java/com/risingwave/connector/ElasticRestHighLevelClientAdapter.java
@@ -0,0 +1,89 @@
+/*
+ * Copyright 2024 RisingWave Labs
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package com.risingwave.connector;
+
+import java.io.IOException;
+import org.apache.http.HttpHost;
+import org.apache.http.auth.AuthScope;
+import org.apache.http.auth.UsernamePasswordCredentials;
+import org.apache.http.client.CredentialsProvider;
+import org.apache.http.impl.client.BasicCredentialsProvider;
+import org.elasticsearch.action.ActionListener;
+import org.elasticsearch.action.bulk.BulkRequest;
+import org.elasticsearch.action.bulk.BulkResponse;
+import org.elasticsearch.action.search.SearchRequest;
+import org.elasticsearch.action.search.SearchResponse;
+import org.elasticsearch.client.Cancellable;
+import org.elasticsearch.client.RequestOptions;
+import org.elasticsearch.client.RestClient;
+import org.elasticsearch.client.RestClientBuilder;
+import org.elasticsearch.client.RestHighLevelClient;
+import org.elasticsearch.client.RestHighLevelClientBuilder;
+
+public class ElasticRestHighLevelClientAdapter implements AutoCloseable {
+    RestHighLevelClient esClient;
+
+    private static RestClientBuilder configureRestClientBuilder(
+            RestClientBuilder builder, EsSinkConfig config) {
+        // Possible config:
+        // 1. Connection path prefix
+        // 2. Username and password
+        if (config.getPassword() != null && config.getUsername() != null) {
+            final CredentialsProvider credentialsProvider = new BasicCredentialsProvider();
+            credentialsProvider.setCredentials(
+                    AuthScope.ANY,
+                    new UsernamePasswordCredentials(config.getUsername(), config.getPassword()));
+            builder.setHttpClientConfigCallback(
+                    httpClientBuilder ->
+                            httpClientBuilder.setDefaultCredentialsProvider(credentialsProvider));
+        }
+        // 3. Timeout
+        return builder;
+    }
+
+    public ElasticRestHighLevelClientAdapter(HttpHost host, EsSinkConfig config) {
+        this.esClient =
+                new RestHighLevelClientBuilder(
+                                configureRestClientBuilder(RestClient.builder(host), config)
+                                        .build())
+                        .setApiCompatibilityMode(true)
+                        .build();
+    }
+
+    @Override
+    public void close() throws IOException {
+        esClient.close();
+    }
+
+    public boolean ping(RequestOptions options) throws IOException {
+        boolean flag = esClient.ping(options);
+        return flag;
+    }
+
+    public Cancellable bulkAsync(
+            BulkRequest bulkRequest,
+            RequestOptions options,
+            ActionListener<BulkResponse> listener) {
+        Cancellable cancellable = esClient.bulkAsync(bulkRequest, options, listener);
+        return cancellable;
+    }
+
+    public SearchResponse search(SearchRequest searchRequest, RequestOptions options)
+            throws IOException {
+        return this.esClient.search(searchRequest, options);
+    }
+}
diff --git a/java/connector-node/risingwave-sink-es-7/src/main/java/com/risingwave/connector/EsSink.java b/java/connector-node/risingwave-sink-es-7/src/main/java/com/risingwave/connector/EsSink.java
index cc5977a9c208c..315fc800a2ef0 100644
--- a/java/connector-node/risingwave-sink-es-7/src/main/java/com/risingwave/connector/EsSink.java
+++ b/java/connector-node/risingwave-sink-es-7/src/main/java/com/risingwave/connector/EsSink.java
@@ -1,16 +1,18 @@
-// Copyright 2024 RisingWave Labs
-//
-// Licensed under the Apache License, Version 2.0 (the "License");
-// you may not use this file except in compliance with the License.
-// You may obtain a copy of the License at
-//
-//     http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing, software
-// distributed under the License is distributed on an "AS IS" BASIS,
-// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-// See the License for the specific language governing permissions and
-// limitations under the License.
+/*
+ * Copyright 2024 RisingWave Labs
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
 
 package com.risingwave.connector;
 
@@ -25,25 +27,6 @@
 import java.util.concurrent.LinkedBlockingQueue;
 import java.util.concurrent.TimeUnit;
 import org.apache.http.HttpHost;
-import org.apache.http.auth.AuthScope;
-import org.apache.http.auth.UsernamePasswordCredentials;
-import org.apache.http.client.CredentialsProvider;
-import org.apache.http.impl.client.BasicCredentialsProvider;
-import org.elasticsearch.action.bulk.BackoffPolicy;
-import org.elasticsearch.action.bulk.BulkProcessor;
-import org.elasticsearch.action.bulk.BulkRequest;
-import org.elasticsearch.action.bulk.BulkResponse;
-import org.elasticsearch.action.delete.DeleteRequest;
-import org.elasticsearch.action.update.UpdateRequest;
-import org.elasticsearch.client.RequestOptions;
-import org.elasticsearch.client.RestClient;
-import org.elasticsearch.client.RestClientBuilder;
-import org.elasticsearch.client.RestHighLevelClient;
-import org.elasticsearch.client.RestHighLevelClientBuilder;
-import org.elasticsearch.common.unit.ByteSizeUnit;
-import org.elasticsearch.common.unit.ByteSizeValue;
-import org.elasticsearch.core.TimeValue;
-import org.elasticsearch.xcontent.XContentType;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
@@ -65,8 +48,7 @@ public class EsSink extends SinkWriterBase {
     private static final String ERROR_REPORT_TEMPLATE = "Error message %s";
 
     private final EsSinkConfig config;
-    private BulkProcessor bulkProcessor;
-    private final RestHighLevelClient client;
+    private BulkProcessorAdapter bulkProcessor;
 
     // Used to handle the return message of ES and throw errors
     private final RequestTracker requestTracker;
@@ -167,156 +149,36 @@ public EsSink(EsSinkConfig config, TableSchema tableSchema) {
         this.requestTracker = new RequestTracker();
 
         // ApiCompatibilityMode is enabled to ensure the client can talk to newer version es sever.
-        this.client =
-                new RestHighLevelClientBuilder(
-                                configureRestClientBuilder(RestClient.builder(host), config)
-                                        .build())
-                        .setApiCompatibilityMode(true)
-                        .build();
-        // Test connection
-        try {
-            boolean isConnected = this.client.ping(RequestOptions.DEFAULT);
-            if (!isConnected) {
-                throw Status.INVALID_ARGUMENT
-                        .withDescription("Cannot connect to " + config.getUrl())
-                        .asRuntimeException();
-            }
-        } catch (Exception e) {
-            throw Status.INTERNAL.withDescription(e.getMessage()).asRuntimeException();
-        }
-        this.bulkProcessor = createBulkProcessor(this.requestTracker);
-    }
-
-    private static RestClientBuilder configureRestClientBuilder(
-            RestClientBuilder builder, EsSinkConfig config) {
-        // Possible config:
-        // 1. Connection path prefix
-        // 2. Username and password
-        if (config.getPassword() != null && config.getUsername() != null) {
-            final CredentialsProvider credentialsProvider = new BasicCredentialsProvider();
-            credentialsProvider.setCredentials(
-                    AuthScope.ANY,
-                    new UsernamePasswordCredentials(config.getUsername(), config.getPassword()));
-            builder.setHttpClientConfigCallback(
-                    httpClientBuilder ->
-                            httpClientBuilder.setDefaultCredentialsProvider(credentialsProvider));
-        }
-        // 3. Timeout
-        return builder;
-    }
-
-    private BulkProcessor.Builder applyBulkConfig(
-            RestHighLevelClient client, EsSinkConfig config, BulkProcessor.Listener listener) {
-        BulkProcessor.Builder builder =
-                BulkProcessor.builder(
-                        (BulkRequestConsumerFactory)
-                                (bulkRequest, bulkResponseActionListener) ->
-                                        client.bulkAsync(
-                                                bulkRequest,
-                                                RequestOptions.DEFAULT,
-                                                bulkResponseActionListener),
-                        listener);
-        // Possible feature: move these to config
-        // execute the bulk every 10 000 requests
-        builder.setBulkActions(1000);
-        // flush the bulk every 5mb
-        builder.setBulkSize(new ByteSizeValue(5, ByteSizeUnit.MB));
-        // flush the bulk every 5 seconds whatever the number of requests
-        builder.setFlushInterval(TimeValue.timeValueSeconds(5));
-        // Set the number of concurrent requests
-        builder.setConcurrentRequests(1);
-        // Set a custom backoff policy which will initially wait for 100ms, increase exponentially
-        // and retries up to three times.
-        builder.setBackoffPolicy(
-                BackoffPolicy.exponentialBackoff(TimeValue.timeValueMillis(100), 3));
-        return builder;
-    }
-
-    private BulkProcessor createBulkProcessor(RequestTracker requestTracker) {
-        BulkProcessor.Builder builder =
-                applyBulkConfig(this.client, this.config, new BulkListener(requestTracker));
-        return builder.build();
-    }
-
-    private class BulkListener implements BulkProcessor.Listener {
-        private final RequestTracker requestTracker;
-
-        public BulkListener(RequestTracker requestTracker) {
-            this.requestTracker = requestTracker;
-        }
-
-        /** This method is called just before bulk is executed. */
-        @Override
-        public void beforeBulk(long executionId, BulkRequest request) {
-            LOG.debug("Sending bulk of {} actions to Elasticsearch.", request.numberOfActions());
-        }
-
-        /** This method is called after bulk execution. */
-        @Override
-        public void afterBulk(long executionId, BulkRequest request, BulkResponse response) {
-            if (response.hasFailures()) {
-                String errMessage =
-                        String.format(
-                                "Bulk of %d actions failed. Failure: %s",
-                                request.numberOfActions(), response.buildFailureMessage());
-                this.requestTracker.addErrResult(errMessage);
-            } else {
-                this.requestTracker.addOkResult(request.numberOfActions());
-                LOG.debug("Sent bulk of {} actions to Elasticsearch.", request.numberOfActions());
-            }
-        }
-
-        /** This method is called when the bulk failed and raised a Throwable */
-        @Override
-        public void afterBulk(long executionId, BulkRequest request, Throwable failure) {
-            String errMessage =
-                    String.format(
-                            "Bulk of %d actions failed. Failure: %s",
-                            request.numberOfActions(), failure.getMessage());
-            this.requestTracker.addErrResult(errMessage);
-        }
-    }
-
-    private void processUpsert(SinkRow row) throws JsonMappingException, JsonProcessingException {
-        final String index = (String) row.get(0);
-        final String key = (String) row.get(1);
-        String doc = (String) row.get(2);
-
-        UpdateRequest updateRequest;
-        if (config.getIndex() != null) {
-            updateRequest =
-                    new UpdateRequest(config.getIndex(), "_doc", key).doc(doc, XContentType.JSON);
+        if (config.getConnector().equals("elasticsearch")) {
+            ElasticRestHighLevelClientAdapter client =
+                    new ElasticRestHighLevelClientAdapter(host, config);
+            this.bulkProcessor = new ElasticBulkProcessorAdapter(this.requestTracker, client);
+        } else if (config.getConnector().equals("opensearch")) {
+            OpensearchRestHighLevelClientAdapter client =
+                    new OpensearchRestHighLevelClientAdapter(host, config);
+            this.bulkProcessor = new OpensearchBulkProcessorAdapter(this.requestTracker, client);
         } else {
-            updateRequest = new UpdateRequest(index, "_doc", key).doc(doc, XContentType.JSON);
+            throw new RuntimeException("Sink type must be elasticsearch or opensearch");
         }
-        updateRequest.docAsUpsert(true);
-        this.requestTracker.addWriteTask();
-        bulkProcessor.add(updateRequest);
     }
 
-    private void processDelete(SinkRow row) throws JsonMappingException, JsonProcessingException {
-        final String index = (String) row.get(0);
+    private void writeRow(SinkRow row) throws JsonMappingException, JsonProcessingException {
         final String key = (String) row.get(1);
-
-        DeleteRequest deleteRequest;
-        if (config.getIndex() != null) {
-            deleteRequest = new DeleteRequest(config.getIndex(), "_doc", key);
+        String doc = (String) row.get(2);
+        final String index;
+        if (config.getIndex() == null) {
+            index = (String) row.get(0);
         } else {
-            deleteRequest = new DeleteRequest(index, "_doc", key);
+            index = config.getIndex();
         }
-        this.requestTracker.addWriteTask();
-        bulkProcessor.add(deleteRequest);
-    }
-
-    private void writeRow(SinkRow row) throws JsonMappingException, JsonProcessingException {
         switch (row.getOp()) {
             case INSERT:
             case UPDATE_INSERT:
-                processUpsert(row);
+                this.bulkProcessor.addRow(index, key, doc);
                 break;
             case DELETE:
             case UPDATE_DELETE:
-                processDelete(row);
+                this.bulkProcessor.deleteRow(index, key);
                 break;
             default:
                 throw Status.INVALID_ARGUMENT
@@ -353,15 +215,10 @@ public void sync() {
     public void drop() {
         try {
             bulkProcessor.awaitClose(100, TimeUnit.SECONDS);
-            client.close();
         } catch (Exception e) {
             throw io.grpc.Status.INTERNAL
                     .withDescription(String.format(ERROR_REPORT_TEMPLATE, e.getMessage()))
                     .asRuntimeException();
         }
     }
-
-    public RestHighLevelClient getClient() {
-        return client;
-    }
 }
diff --git a/java/connector-node/risingwave-sink-es-7/src/main/java/com/risingwave/connector/EsSinkFactory.java b/java/connector-node/risingwave-sink-es-7/src/main/java/com/risingwave/connector/EsSinkFactory.java
index f3fa3bfa16c3b..03e888a892df3 100644
--- a/java/connector-node/risingwave-sink-es-7/src/main/java/com/risingwave/connector/EsSinkFactory.java
+++ b/java/connector-node/risingwave-sink-es-7/src/main/java/com/risingwave/connector/EsSinkFactory.java
@@ -1,16 +1,18 @@
-// Copyright 2024 RisingWave Labs
-//
-// Licensed under the Apache License, Version 2.0 (the "License");
-// you may not use this file except in compliance with the License.
-// You may obtain a copy of the License at
-//
-//     http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing, software
-// distributed under the License is distributed on an "AS IS" BASIS,
-// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-// See the License for the specific language governing permissions and
-// limitations under the License.
+/*
+ * Copyright 2024 RisingWave Labs
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
 
 package com.risingwave.connector;
 
@@ -23,17 +25,8 @@
 import com.risingwave.proto.Catalog;
 import com.risingwave.proto.Data;
 import io.grpc.Status;
-import java.io.IOException;
 import java.util.Map;
 import org.apache.http.HttpHost;
-import org.apache.http.auth.AuthScope;
-import org.apache.http.auth.UsernamePasswordCredentials;
-import org.apache.http.client.CredentialsProvider;
-import org.apache.http.impl.client.BasicCredentialsProvider;
-import org.elasticsearch.client.RequestOptions;
-import org.elasticsearch.client.RestClient;
-import org.elasticsearch.client.RestClientBuilder;
-import org.elasticsearch.client.RestHighLevelClient;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
@@ -90,34 +83,30 @@ public void validate(
         }
 
         // 2. check connection
-        RestClientBuilder builder = RestClient.builder(host);
-        if (config.getPassword() != null && config.getUsername() != null) {
-            final CredentialsProvider credentialsProvider = new BasicCredentialsProvider();
-            credentialsProvider.setCredentials(
-                    AuthScope.ANY,
-                    new UsernamePasswordCredentials(config.getUsername(), config.getPassword()));
-            builder.setHttpClientConfigCallback(
-                    httpClientBuilder ->
-                            httpClientBuilder.setDefaultCredentialsProvider(credentialsProvider));
-        }
-        RestHighLevelClient client = new RestHighLevelClient(builder);
-        // Test connection
         try {
-            boolean isConnected = client.ping(RequestOptions.DEFAULT);
-            if (!isConnected) {
-                throw Status.INVALID_ARGUMENT
-                        .withDescription("Cannot connect to " + config.getUrl())
-                        .asRuntimeException();
+            if (config.getConnector().equals("elasticsearch")) {
+                ElasticRestHighLevelClientAdapter esClient =
+                        new ElasticRestHighLevelClientAdapter(host, config);
+                if (!esClient.ping(org.elasticsearch.client.RequestOptions.DEFAULT)) {
+                    throw Status.INVALID_ARGUMENT
+                            .withDescription("Cannot connect to " + config.getUrl())
+                            .asRuntimeException();
+                }
+                esClient.close();
+            } else if (config.getConnector().equals("opensearch")) {
+                OpensearchRestHighLevelClientAdapter opensearchClient =
+                        new OpensearchRestHighLevelClientAdapter(host, config);
+                if (!opensearchClient.ping(org.opensearch.client.RequestOptions.DEFAULT)) {
+                    throw Status.INVALID_ARGUMENT
+                            .withDescription("Cannot connect to " + config.getUrl())
+                            .asRuntimeException();
+                }
+                opensearchClient.close();
+            } else {
+                throw new RuntimeException("Sink type must be elasticsearch or opensearch");
             }
         } catch (Exception e) {
             throw Status.INTERNAL.withDescription(e.getMessage()).asRuntimeException();
         }
-
-        // 3. close client
-        try {
-            client.close();
-        } catch (IOException e) {
-            throw Status.INTERNAL.withDescription(e.getMessage()).asRuntimeException();
-        }
     }
 }
diff --git a/java/connector-node/risingwave-sink-es-7/src/main/java/com/risingwave/connector/OpensearchBulkProcessorAdapter.java b/java/connector-node/risingwave-sink-es-7/src/main/java/com/risingwave/connector/OpensearchBulkProcessorAdapter.java
new file mode 100644
index 0000000000000..d5d8cdc3d237d
--- /dev/null
+++ b/java/connector-node/risingwave-sink-es-7/src/main/java/com/risingwave/connector/OpensearchBulkProcessorAdapter.java
@@ -0,0 +1,91 @@
+/*
+ * Copyright 2024 RisingWave Labs
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package com.risingwave.connector;
+
+import com.risingwave.connector.EsSink.RequestTracker;
+import java.util.concurrent.TimeUnit;
+import org.opensearch.action.bulk.BackoffPolicy;
+import org.opensearch.action.bulk.BulkProcessor;
+import org.opensearch.action.delete.DeleteRequest;
+import org.opensearch.action.update.UpdateRequest;
+import org.opensearch.client.RequestOptions;
+import org.opensearch.common.unit.TimeValue;
+import org.opensearch.common.xcontent.XContentType;
+import org.opensearch.core.common.unit.ByteSizeUnit;
+import org.opensearch.core.common.unit.ByteSizeValue;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+public class OpensearchBulkProcessorAdapter implements BulkProcessorAdapter {
+    private static final Logger LOG = LoggerFactory.getLogger(EsSink.class);
+    private final RequestTracker requestTracker;
+    BulkProcessor opensearchBulkProcessor;
+
+    public OpensearchBulkProcessorAdapter(
+            RequestTracker requestTracker, OpensearchRestHighLevelClientAdapter client) {
+        BulkProcessor.Builder builder =
+                BulkProcessor.builder(
+                        (bulkRequest, bulkResponseActionListener) ->
+                                client.bulkAsync(
+                                        bulkRequest,
+                                        RequestOptions.DEFAULT,
+                                        bulkResponseActionListener),
+                        new BulkListener(requestTracker));
+        // Possible feature: move these to config
+        // execute the bulk every 10 000 requests
+        builder.setBulkActions(1000);
+        // flush the bulk every 5mb
+        builder.setBulkSize(new ByteSizeValue(5, ByteSizeUnit.MB));
+        // flush the bulk every 5 seconds whatever the number of requests
+        builder.setFlushInterval(TimeValue.timeValueSeconds(5));
+        // Set the number of concurrent requests
+        builder.setConcurrentRequests(1);
+        // Set a custom backoff policy which will initially wait for 100ms, increase exponentially
+        // and retries up to three times.
+        builder.setBackoffPolicy(
+                BackoffPolicy.exponentialBackoff(TimeValue.timeValueMillis(100), 3));
+        this.opensearchBulkProcessor = builder.build();
+        this.requestTracker = requestTracker;
+    }
+
+    @Override
+    public void flush() {
+        opensearchBulkProcessor.flush();
+    }
+
+    @Override
+    public void awaitClose(long timeout, TimeUnit unit) throws InterruptedException {
+        opensearchBulkProcessor.awaitClose(timeout, unit);
+    }
+
+    @Override
+    public void addRow(String index, String key, String doc) {
+        UpdateRequest updateRequest;
+        updateRequest = new UpdateRequest(index, key).doc(doc, XContentType.JSON);
+        updateRequest.docAsUpsert(true);
+        this.requestTracker.addWriteTask();
+        this.opensearchBulkProcessor.add(updateRequest);
+    }
+
+    @Override
+    public void deleteRow(String index, String key) {
+        DeleteRequest deleteRequest;
+        deleteRequest = new DeleteRequest(index, key);
+        this.requestTracker.addWriteTask();
+        this.opensearchBulkProcessor.add(deleteRequest);
+    }
+}
diff --git a/java/connector-node/risingwave-sink-es-7/src/main/java/com/risingwave/connector/OpensearchRestHighLevelClientAdapter.java b/java/connector-node/risingwave-sink-es-7/src/main/java/com/risingwave/connector/OpensearchRestHighLevelClientAdapter.java
new file mode 100644
index 0000000000000..5f3773b0a91aa
--- /dev/null
+++ b/java/connector-node/risingwave-sink-es-7/src/main/java/com/risingwave/connector/OpensearchRestHighLevelClientAdapter.java
@@ -0,0 +1,78 @@
+/*
+ * Copyright 2024 RisingWave Labs
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package com.risingwave.connector;
+
+import java.io.IOException;
+import org.apache.http.HttpHost;
+import org.apache.http.auth.AuthScope;
+import org.apache.http.auth.UsernamePasswordCredentials;
+import org.apache.http.client.CredentialsProvider;
+import org.apache.http.impl.client.BasicCredentialsProvider;
+import org.opensearch.action.bulk.BulkRequest;
+import org.opensearch.action.bulk.BulkResponse;
+import org.opensearch.client.Cancellable;
+import org.opensearch.client.RequestOptions;
+import org.opensearch.client.RestClientBuilder;
+import org.opensearch.client.RestHighLevelClient;
+import org.opensearch.core.action.ActionListener;
+
+public class OpensearchRestHighLevelClientAdapter implements AutoCloseable {
+    RestHighLevelClient opensearchClient;
+
+    private static RestClientBuilder configureRestClientBuilder(
+            RestClientBuilder builder, EsSinkConfig config) {
+        // Possible config:
+        // 1. Connection path prefix
+        // 2. Username and password
+        if (config.getPassword() != null && config.getUsername() != null) {
+            final CredentialsProvider credentialsProvider = new BasicCredentialsProvider();
+            credentialsProvider.setCredentials(
+                    AuthScope.ANY,
+                    new UsernamePasswordCredentials(config.getUsername(), config.getPassword()));
+            builder.setHttpClientConfigCallback(
+                    httpClientBuilder ->
+                            httpClientBuilder.setDefaultCredentialsProvider(credentialsProvider));
+        }
+        // 3. Timeout
+        return builder;
+    }
+
+    public OpensearchRestHighLevelClientAdapter(HttpHost host, EsSinkConfig config) {
+        this.opensearchClient =
+                new org.opensearch.client.RestHighLevelClient(
+                        configureRestClientBuilder(
+                                org.opensearch.client.RestClient.builder(host), config));
+    }
+
+    @Override
+    public void close() throws IOException {
+        opensearchClient.close();
+    }
+
+    public boolean ping(org.opensearch.client.RequestOptions options) throws IOException {
+        boolean flag = opensearchClient.ping(options);
+        return flag;
+    }
+
+    public Cancellable bulkAsync(
+            BulkRequest bulkRequest,
+            RequestOptions options,
+            ActionListener<BulkResponse> listener) {
+        Cancellable cancellable = opensearchClient.bulkAsync(bulkRequest, options, listener);
+        return cancellable;
+    }
+}
diff --git a/java/connector-node/risingwave-sink-iceberg/pom.xml b/java/connector-node/risingwave-sink-iceberg/pom.xml
index a491823bb07f8..b2be8c31e12df 100644
--- a/java/connector-node/risingwave-sink-iceberg/pom.xml
+++ b/java/connector-node/risingwave-sink-iceberg/pom.xml
@@ -16,7 +16,7 @@
     <name>risingwave-sink-iceberg</name>
 
     <properties>
-        <iceberg.version>1.4.1</iceberg.version>
+        <iceberg.version>1.5.2</iceberg.version>
         <maven.compiler.source>11</maven.compiler.source>
         <maven.compiler.target>11</maven.compiler.target>
         <maven.javadoc.skip>true</maven.javadoc.skip>
diff --git a/java/connector-node/risingwave-sink-jdbc/src/main/java/com/risingwave/connector/JDBCSink.java b/java/connector-node/risingwave-sink-jdbc/src/main/java/com/risingwave/connector/JDBCSink.java
index 399a312758e3b..10aa371c50aec 100644
--- a/java/connector-node/risingwave-sink-jdbc/src/main/java/com/risingwave/connector/JDBCSink.java
+++ b/java/connector-node/risingwave-sink-jdbc/src/main/java/com/risingwave/connector/JDBCSink.java
@@ -254,10 +254,7 @@ public void prepareUpsert(SinkRow row) {
                         break;
                     case UPDATE_INSERT:
                         if (!updateFlag) {
-                            throw Status.FAILED_PRECONDITION
-                                    .withDescription(
-                                            "an UPDATE_DELETE should precede an UPDATE_INSERT")
-                                    .asRuntimeException();
+                            LOG.warn("Missing an UPDATE_DELETE precede an UPDATE_INSERT");
                         }
                         jdbcDialect.bindUpsertStatement(upsertStatement, conn, tableSchema, row);
                         updateFlag = false;
@@ -364,10 +361,7 @@ public void beginEpoch(long epoch) {}
     @Override
     public Optional<ConnectorServiceProto.SinkMetadata> barrier(boolean isCheckpoint) {
         if (updateFlag) {
-            throw Status.FAILED_PRECONDITION
-                    .withDescription(
-                            "expected UPDATE_INSERT to complete an UPDATE operation, got `sync`")
-                    .asRuntimeException();
+            LOG.warn("expect an UPDATE_INSERT to complete an UPDATE operation, got `sync`");
         }
         return Optional.empty();
     }
diff --git a/java/connector-node/risingwave-sink-jdbc/src/main/java/com/risingwave/connector/JDBCSinkFactory.java b/java/connector-node/risingwave-sink-jdbc/src/main/java/com/risingwave/connector/JDBCSinkFactory.java
index 835c7b9693668..875bda89681de 100644
--- a/java/connector-node/risingwave-sink-jdbc/src/main/java/com/risingwave/connector/JDBCSinkFactory.java
+++ b/java/connector-node/risingwave-sink-jdbc/src/main/java/com/risingwave/connector/JDBCSinkFactory.java
@@ -75,7 +75,11 @@ public void validate(
         } catch (SQLException e) {
             LOG.error("failed to connect to target database. jdbcUrl: {}", jdbcUrl, e);
             throw Status.INVALID_ARGUMENT
-                    .withDescription("failed to connect to target database: " + e.getSQLState())
+                    .withDescription(
+                            "failed to connect to target database: "
+                                    + e.getSQLState()
+                                    + ": "
+                                    + e.getMessage())
                     .asRuntimeException();
         }
 
diff --git a/java/connector-node/risingwave-sink-jdbc/src/main/java/com/risingwave/connector/JdbcUtils.java b/java/connector-node/risingwave-sink-jdbc/src/main/java/com/risingwave/connector/JdbcUtils.java
index 7d28e4553fe3e..2360ac96585dd 100644
--- a/java/connector-node/risingwave-sink-jdbc/src/main/java/com/risingwave/connector/JdbcUtils.java
+++ b/java/connector-node/risingwave-sink-jdbc/src/main/java/com/risingwave/connector/JdbcUtils.java
@@ -25,6 +25,9 @@
 
 public abstract class JdbcUtils {
 
+    static final int CONNECTION_TIMEOUT = 30;
+    static final int SOCKET_TIMEOUT = 300;
+
     public static Optional<JdbcDialectFactory> getDialectFactory(String jdbcUrl) {
         if (jdbcUrl.startsWith("jdbc:mysql")) {
             return Optional.of(new MySqlDialectFactory());
@@ -43,6 +46,16 @@ public static Connection getConnection(String jdbcUrl) throws SQLException {
         // https://jdbc.postgresql.org/documentation/use/
         // https://dev.mysql.com/doc/connectors/en/connector-j-connp-props-networking.html#cj-conn-prop_tcpKeepAlive
         props.setProperty("tcpKeepAlive", "true");
+
+        // default timeout in seconds
+        boolean isPg = jdbcUrl.startsWith("jdbc:postgresql");
+
+        // postgres use seconds and mysql use milliseconds
+        int connectTimeout = isPg ? CONNECTION_TIMEOUT : CONNECTION_TIMEOUT * 1000;
+        int socketTimeout = isPg ? SOCKET_TIMEOUT : SOCKET_TIMEOUT * 1000;
+        props.setProperty("connectTimeout", String.valueOf(connectTimeout));
+        props.setProperty("socketTimeout", String.valueOf(socketTimeout));
+
         var conn = DriverManager.getConnection(jdbcUrl, props);
         // disable auto commit can improve performance
         conn.setAutoCommit(false);
diff --git a/java/java-binding/src/main/java/com/risingwave/java/binding/Binding.java b/java/java-binding/src/main/java/com/risingwave/java/binding/Binding.java
index a16acda73e7fd..db832566fdfa7 100644
--- a/java/java-binding/src/main/java/com/risingwave/java/binding/Binding.java
+++ b/java/java-binding/src/main/java/com/risingwave/java/binding/Binding.java
@@ -26,6 +26,8 @@ public class Binding {
         }
     }
 
+    static void ensureInitialized() {}
+
     public static native void tracingSlf4jEvent(
             String threadName, String name, int level, String message);
 
@@ -33,10 +35,6 @@ public static native void tracingSlf4jEvent(
 
     public static native int vnodeCount();
 
-    // hummock iterator method
-    // Return a pointer to the iterator
-    static native long iteratorNewHummock(byte[] readPlan);
-
     static native long iteratorNewStreamChunk(long pointer);
 
     static native boolean iteratorNext(long pointer);
diff --git a/java/java-binding/src/main/java/com/risingwave/java/binding/HummockIterator.java b/java/java-binding/src/main/java/com/risingwave/java/binding/HummockIterator.java
index 03282a2dce528..a30391edbd380 100644
--- a/java/java-binding/src/main/java/com/risingwave/java/binding/HummockIterator.java
+++ b/java/java-binding/src/main/java/com/risingwave/java/binding/HummockIterator.java
@@ -20,8 +20,16 @@ public class HummockIterator implements AutoCloseable {
     private final long pointer;
     private boolean isClosed;
 
+    static {
+        Binding.ensureInitialized();
+    }
+
+    // hummock iterator method
+    // Return a pointer to the iterator
+    private static native long iteratorNewHummock(byte[] readPlan);
+
     public HummockIterator(ReadPlan readPlan) {
-        this.pointer = Binding.iteratorNewHummock(readPlan.toByteArray());
+        this.pointer = iteratorNewHummock(readPlan.toByteArray());
         this.isClosed = false;
     }
 
diff --git a/java/pom.xml b/java/pom.xml
index f1ee457ef3b84..d2dac0a643830 100644
--- a/java/pom.xml
+++ b/java/pom.xml
@@ -64,7 +64,7 @@
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
         <project.reporting.outputEncoding>UTF-8</project.reporting.outputEncoding>
         <protobuf.version>3.21.1</protobuf.version>
-        <grpc.version>1.53.0</grpc.version>
+        <grpc.version>1.64.0</grpc.version>
         <gson.version>2.10</gson.version>
         <module.version>0.1.0-SNAPSHOT</module.version>
         <spotless.version>2.43.0</spotless.version>
@@ -75,19 +75,22 @@
         <commons.text.version>1.10.0</commons.text.version>
         <commons.lang3.version>3.12.0</commons.lang3.version>
         <debezium.version>2.4.2.Final</debezium.version>
-        <jackson.version>2.13.5</jackson.version>
+        <jackson.version>2.15.0</jackson.version>
         <spark_sql.version>3.3.1</spark_sql.version>
-        <hadoop.version>3.3.3</hadoop.version>
+        <hadoop.version>3.4.0</hadoop.version>
         <elasticsearch.version>7.17.19</elasticsearch.version>
+        <opensearch.version>2.11.1</opensearch.version>
         <datastax.version>4.15.0</datastax.version>
         <flink.version>1.18.0</flink.version>
         <testcontainers.version>1.17.6</testcontainers.version>
         <postgresql.version>42.5.5</postgresql.version>
-        <mysql.connector.java.version>8.0.33</mysql.connector.java.version>
+        <mysql.connector.java.version>8.3.0</mysql.connector.java.version>
         <mongodb.driver.sync.version>4.11.1</mongodb.driver.sync.version>
         <sqlite.version>3.45.0.0</sqlite.version>
         <aws.version>2.21.42</aws.version>
         <hive.version>3.1.3</hive.version>
+        <jetty.version>12.0.10</jetty.version>
+        <snappy.version>1.1.10.5</snappy.version>
     </properties>
 
     <dependencyManagement>
@@ -195,6 +198,22 @@
                 <artifactId>elasticsearch-rest-high-level-client</artifactId>
                 <version>${elasticsearch.version}</version>
             </dependency>
+            <dependency>
+                <groupId>org.opensearch</groupId>
+                <artifactId>opensearch</artifactId>
+                <version>${opensearch.version}</version>
+            </dependency>
+            <dependency>
+                <groupId>org.opensearch.client</groupId>
+                <artifactId>opensearch-rest-high-level-client</artifactId>
+                <version>${opensearch.version}</version>
+                <exclusions>
+                    <exclusion>
+                        <groupId>org.apache.httpcomponents</groupId>
+                        <artifactId>httpcore-nio</artifactId>
+                    </exclusion>
+                </exclusions>
+            </dependency>
             <dependency>
                 <groupId>io.grpc</groupId>
                 <artifactId>grpc-netty-shaded</artifactId>
@@ -378,6 +397,26 @@
                 <artifactId>hadoop-mapreduce-client-jobclient</artifactId>
                 <version>${hadoop.version}</version>
             </dependency>
+            <dependency>
+                <groupId>org.eclipse.jetty</groupId>
+                <artifactId>jetty-client</artifactId>
+                <version>${jetty.version}</version>
+            </dependency>
+            <dependency>
+                <groupId>org.eclipse.jetty</groupId>
+                <artifactId>jetty-util</artifactId>
+                <version>${jetty.version}</version>
+            </dependency>
+            <dependency>
+                <groupId>org.eclipse.jetty</groupId>
+                <artifactId>jetty-http</artifactId>
+                <version>${jetty.version}</version>
+            </dependency>
+            <dependency>
+                <groupId>org.xerial.snappy</groupId>
+                <artifactId>snappy-java</artifactId>
+                <version>${snappy.version}</version>
+            </dependency>
             <dependency>
                 <groupId>org.apache.spark</groupId>
                 <artifactId>spark-sql_2.12</artifactId>
@@ -570,4 +609,4 @@
             <url>https://s01.oss.sonatype.org/service/local/staging/deploy/maven2/</url>
         </repository>
     </distributionManagement>
-</project>
\ No newline at end of file
+</project>
diff --git a/lints/Cargo.lock b/lints/Cargo.lock
index 3ffb99c6c425e..3a9bd8384c0d9 100644
--- a/lints/Cargo.lock
+++ b/lints/Cargo.lock
@@ -163,7 +163,7 @@ checksum = "baf1de4339761588bc0619e3cbc0120ee582ebb74b53b4efbf79117bd2da40fd"
 [[package]]
 name = "clippy_config"
 version = "0.1.79"
-source = "git+https://github.com/rust-lang/rust-clippy?rev=9d6f41691ed9dbfaec2a2df2661c42451f2fe0d3#9d6f41691ed9dbfaec2a2df2661c42451f2fe0d3"
+source = "git+https://github.com/rust-lang/rust-clippy?rev=fca4e16ffb8c07186ee23becd44cd5c9fb51896c#fca4e16ffb8c07186ee23becd44cd5c9fb51896c"
 dependencies = [
  "rustc-semver",
  "serde",
@@ -173,7 +173,7 @@ dependencies = [
 [[package]]
 name = "clippy_utils"
 version = "0.1.79"
-source = "git+https://github.com/rust-lang/rust-clippy?rev=9d6f41691ed9dbfaec2a2df2661c42451f2fe0d3#9d6f41691ed9dbfaec2a2df2661c42451f2fe0d3"
+source = "git+https://github.com/rust-lang/rust-clippy?rev=fca4e16ffb8c07186ee23becd44cd5c9fb51896c#fca4e16ffb8c07186ee23becd44cd5c9fb51896c"
 dependencies = [
  "arrayvec",
  "clippy_config",
@@ -756,9 +756,9 @@ checksum = "26072860ba924cbfa98ea39c8c19b4dd6a4a25423dbdf219c1eca91aa0cf6964"
 
 [[package]]
 name = "proc-macro2"
-version = "1.0.70"
+version = "1.0.79"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "39278fbbf5fb4f646ce651690877f89d1c5811a3d4acb27700c1cb3cdb78fd3b"
+checksum = "e835ff2298f5721608eb1a980ecaee1aef2c132bf95ecc026a11b7bf3c01c02e"
 dependencies = [
  "unicode-ident",
 ]
diff --git a/lints/Cargo.toml b/lints/Cargo.toml
index 2581c1d3f0483..74fc49c3fd080 100644
--- a/lints/Cargo.toml
+++ b/lints/Cargo.toml
@@ -14,7 +14,7 @@ path = "ui/format_error.rs"
 # See `README.md` before bumping the version.
 # Remember to update the version in `ci/Dockerfile` as well.
 [dependencies]
-clippy_utils = { git = "https://github.com/rust-lang/rust-clippy", rev = "9d6f41691ed9dbfaec2a2df2661c42451f2fe0d3" }
+clippy_utils = { git = "https://github.com/rust-lang/rust-clippy", rev = "fca4e16ffb8c07186ee23becd44cd5c9fb51896c" }
 dylint_linting = "3.1.0"
 itertools = "0.12"
 
diff --git a/lints/rust-toolchain b/lints/rust-toolchain
index e79f69d40f86e..3bbdf2b2d53fd 100644
--- a/lints/rust-toolchain
+++ b/lints/rust-toolchain
@@ -1,5 +1,5 @@
 # See `README.md` before bumping the version.
 
 [toolchain]
-channel = "nightly-2024-03-21"
+channel = "nightly-2024-04-18"
 components = ["llvm-tools-preview", "rustc-dev"]
diff --git a/lints/src/format_error.rs b/lints/src/format_error.rs
index 5d95921e48f38..9b6d9be5b8c4e 100644
--- a/lints/src/format_error.rs
+++ b/lints/src/format_error.rs
@@ -168,7 +168,7 @@ fn check_fmt_arg_in_anyhow_context(cx: &LateContext<'_>, arg_expr: &Expr<'_>) {
     );
 }
 
-fn check_fmt_arg_with_help(cx: &LateContext<'_>, arg_expr: &Expr<'_>, help: impl Help) {
+fn check_fmt_arg_with_help(cx: &LateContext<'_>, arg_expr: &Expr<'_>, help: impl Help + 'static) {
     check_arg(cx, arg_expr, arg_expr.span, help);
 }
 
@@ -181,7 +181,7 @@ fn check_to_string_call(cx: &LateContext<'_>, receiver: &Expr<'_>, to_string_spa
     );
 }
 
-fn check_arg(cx: &LateContext<'_>, arg_expr: &Expr<'_>, span: Span, help: impl Help) {
+fn check_arg(cx: &LateContext<'_>, arg_expr: &Expr<'_>, span: Span, help: impl Help + 'static) {
     let Some(error_trait_id) = cx.tcx.get_diagnostic_item(sym::Error) else {
         return;
     };
@@ -218,31 +218,31 @@ fn check_arg(cx: &LateContext<'_>, arg_expr: &Expr<'_>, span: Span, help: impl H
 }
 
 trait Help {
-    fn normal_help(&self) -> &str;
-    fn anyhow_help(&self) -> &str {
+    fn normal_help(&self) -> &'static str;
+    fn anyhow_help(&self) -> &'static str {
         self.normal_help()
     }
-    fn report_help(&self) -> Option<&str> {
+    fn report_help(&self) -> Option<&'static str> {
         None
     }
 }
 
-impl Help for &str {
-    fn normal_help(&self) -> &str {
+impl Help for &'static str {
+    fn normal_help(&self) -> &'static str {
         self
     }
 }
 
-impl Help for (&str, &str, &str) {
-    fn normal_help(&self) -> &str {
+impl Help for (&'static str, &'static str, &'static str) {
+    fn normal_help(&self) -> &'static str {
         self.0
     }
 
-    fn anyhow_help(&self) -> &str {
+    fn anyhow_help(&self) -> &'static str {
         self.1
     }
 
-    fn report_help(&self) -> Option<&str> {
+    fn report_help(&self) -> Option<&'static str> {
         Some(self.2)
     }
 }
diff --git a/proto/backup_service.proto b/proto/backup_service.proto
index 75420149042d9..24d410b38f115 100644
--- a/proto/backup_service.proto
+++ b/proto/backup_service.proto
@@ -2,6 +2,8 @@ syntax = "proto3";
 
 package backup_service;
 
+import "hummock.proto";
+
 option java_package = "com.risingwave.proto";
 option optimize_for = SPEED;
 
@@ -49,6 +51,8 @@ message MetaSnapshotMetadata {
   uint64 safe_epoch = 4;
   optional uint32 format_version = 5;
   optional string remarks = 6;
+  optional string rw_version = 7;
+  map<uint32, hummock.StateTableInfo> state_table_info = 8;
 }
 
 service BackupService {
diff --git a/proto/catalog.proto b/proto/catalog.proto
index 7dfefa003217d..86881c9bc547b 100644
--- a/proto/catalog.proto
+++ b/proto/catalog.proto
@@ -6,6 +6,7 @@ import "common.proto";
 import "data.proto";
 import "expr.proto";
 import "plan_common.proto";
+import "secret.proto";
 
 option java_package = "com.risingwave.proto";
 option optimize_for = SPEED;
@@ -83,8 +84,8 @@ message StreamSourceInfo {
   // Options specified by user in the FORMAT ENCODE clause.
   map<string, string> format_encode_options = 14;
 
-  // Handle the source relies on any sceret. The key is the propertity name and the value is the secret id.
-  map<string, uint32> secret_ref = 16;
+  // Handle the source relies on any sceret. The key is the propertity name and the value is the secret id and type.
+  map<string, secret.SecretRef> secret_ref = 16;
 }
 
 message Source {
@@ -180,8 +181,8 @@ message Sink {
   // Whether it should use background ddl or block until backfill finishes.
   CreateType create_type = 24;
 
-  // Handle the sink relies on any sceret. The key is the propertity name and the value is the secret id.
-  map<string, uint32> secret_ref = 25;
+  // Handle the sink relies on any sceret. The key is the propertity name and the value is the secret id and type.
+  map<string, secret.SecretRef> secret_ref = 25;
 }
 
 message Subscription {
@@ -241,6 +242,7 @@ message Index {
   // Only `InputRef` type index is supported Now.
   // The index of `InputRef` is the column index of the primary table.
   repeated expr.ExprNode index_item = 8;
+  repeated IndexColumnProperties index_column_properties = 16;
   reserved 9; // Deprecated repeated int32 original_columns = 9;
 
   optional uint64 initialized_at_epoch = 10;
@@ -255,6 +257,14 @@ message Index {
   optional string created_at_cluster_version = 15;
 }
 
+// https://www.postgresql.org/docs/current/functions-info.html#FUNCTIONS-INFO-INDEX-COLUMN-PROPS
+message IndexColumnProperties {
+  // Whether the column sort in ascending(false) or descending(true) order on a forward scan.
+  bool is_desc = 1;
+  // Does the column sort with nulls first on a forward scan?
+  bool nulls_first = 2;
+}
+
 message Function {
   uint32 id = 1;
   uint32 schema_id = 2;
diff --git a/proto/expr.proto b/proto/expr.proto
index 998ed63a4b084..ada2159bb80ae 100644
--- a/proto/expr.proto
+++ b/proto/expr.proto
@@ -280,6 +280,7 @@ message ExprNode {
     JSONB_PATH_QUERY_FIRST = 623;
     JSONB_POPULATE_RECORD = 629;
     JSONB_TO_RECORD = 630;
+    JSONB_SET = 631;
 
     // Non-pure functions below (> 1000)
     // ------------------------
@@ -301,6 +302,7 @@ message ExprNode {
     PG_INDEXES_SIZE = 2404;
     PG_RELATION_SIZE = 2405;
     PG_GET_SERIAL_SEQUENCE = 2406;
+    PG_INDEX_COLUMN_HAS_PROPERTY = 2410;
     HAS_TABLE_PRIVILEGE = 2407;
     HAS_ANY_COLUMN_PRIVILEGE = 2408;
     HAS_SCHEMA_PRIVILEGE = 2409;
@@ -451,6 +453,7 @@ message WindowFrame {
 
     TYPE_ROWS = 5;
     TYPE_RANGE = 10;
+    TYPE_SESSION = 15;
   }
   enum BoundType {
     BOUND_TYPE_UNSPECIFIED = 0;
@@ -496,6 +499,13 @@ message WindowFrame {
     BoundType type = 1;
     optional data.Datum offset = 3;
   }
+  message SessionFrameBounds {
+    data.Datum gap = 1;
+
+    data.DataType order_data_type = 10;
+    common.OrderType order_type = 15;
+    data.DataType gap_data_type = 20;
+  }
 
   Type type = 1;
 
@@ -507,6 +517,7 @@ message WindowFrame {
   oneof bounds {
     RowsFrameBounds rows = 10;
     RangeFrameBounds range = 15;
+    SessionFrameBounds session = 20;
   }
 }
 
diff --git a/proto/hummock.proto b/proto/hummock.proto
index 2fc4c1a6d4b42..149944831a4f9 100644
--- a/proto/hummock.proto
+++ b/proto/hummock.proto
@@ -69,25 +69,28 @@ message IntraLevelDelta {
 enum CompatibilityVersion {
   VERSION_UNSPECIFIED = 0;
   NO_TRIVIAL_SPLIT = 1;
+  NO_MEMBER_TABLE_IDS = 2;
 }
 
 message GroupConstruct {
   CompactionConfig group_config = 1;
   // If parent_group_id is not 0, it means parent_group_id splits into parent_group_id and this group, so this group is not empty initially.
   uint64 parent_group_id = 2;
-  repeated uint32 table_ids = 3;
+  repeated uint32 table_ids = 3 [deprecated = true];
   uint64 group_id = 4;
   uint64 new_sst_start_id = 5;
   CompatibilityVersion version = 6;
 }
 
 message GroupMetaChange {
-  repeated uint32 table_ids_add = 1;
-  repeated uint32 table_ids_remove = 2;
+  option deprecated = true;
+  repeated uint32 table_ids_add = 1 [deprecated = true];
+  repeated uint32 table_ids_remove = 2 [deprecated = true];
 }
 
 message GroupTableChange {
-  repeated uint32 table_ids = 1;
+  option deprecated = true;
+  repeated uint32 table_ids = 1 [deprecated = true];
   uint64 target_group_id = 2;
   uint64 origin_group_id = 3;
   uint64 new_sst_start_id = 4;
@@ -102,7 +105,7 @@ message GroupDelta {
     GroupConstruct group_construct = 2;
     GroupDestroy group_destroy = 3;
     GroupMetaChange group_meta_change = 4;
-    GroupTableChange group_table_change = 5;
+    GroupTableChange group_table_change = 5 [deprecated = true];
   }
 }
 
@@ -152,11 +155,13 @@ message TableChangeLog {
 message StateTableInfo {
   uint64 committed_epoch = 1;
   uint64 safe_epoch = 2;
+  uint64 compaction_group_id = 3;
 }
 
 message StateTableInfoDelta {
   uint64 committed_epoch = 1;
   uint64 safe_epoch = 2;
+  uint64 compaction_group_id = 3;
 }
 
 message HummockVersion {
@@ -165,7 +170,7 @@ message HummockVersion {
     OverlappingLevel l0 = 2;
     uint64 group_id = 3;
     uint64 parent_group_id = 4;
-    repeated uint32 member_table_ids = 5;
+    repeated uint32 member_table_ids = 5 [deprecated = true];
   }
   uint64 id = 1;
   // Levels of each compaction group
@@ -340,6 +345,7 @@ message CompactTask {
     JOIN_HANDLE_FAILED = 11;
     TRACK_SST_OBJECT_ID_FAILED = 12;
     NO_AVAIL_CPU_RESOURCE_CANCELED = 13;
+    HEARTBEAT_PROGRESS_CANCELED = 14;
   }
   // SSTs to be compacted, which will be removed from LSM after compaction
   repeated InputLevel input_ssts = 1;
@@ -706,6 +712,7 @@ message RiseCtlUpdateCompactionConfigRequest {
       bool enable_emergency_picker = 15;
       uint32 tombstone_reclaim_ratio = 16;
       CompressionAlgorithm compression_algorithm = 17;
+      uint32 max_l0_compact_level_count = 18;
     }
   }
   repeated uint64 compaction_group_ids = 1;
@@ -885,6 +892,9 @@ message CompactionConfig {
   uint32 level0_overlapping_sub_level_compact_level_count = 18;
   uint32 tombstone_reclaim_ratio = 19;
   bool enable_emergency_picker = 20;
+
+  // The limitation of the level count of l0 compaction
+  uint32 max_l0_compact_level_count = 21;
 }
 
 message TableStats {
diff --git a/proto/java_binding.proto b/proto/java_binding.proto
index 32ed2f5df1992..72558438d1761 100644
--- a/proto/java_binding.proto
+++ b/proto/java_binding.proto
@@ -34,4 +34,5 @@ message ReadPlan {
   catalog.Table table_catalog = 7;
 
   repeated uint32 vnode_ids = 8;
+  bool use_new_object_prefix_strategy = 9;
 }
diff --git a/proto/meta.proto b/proto/meta.proto
index 9ad18cb3df7d5..4a67dd0455e5c 100644
--- a/proto/meta.proto
+++ b/proto/meta.proto
@@ -602,6 +602,7 @@ message SystemParams {
   optional bool pause_on_next_bootstrap = 13;
   optional string wasm_storage_url = 14 [deprecated = true];
   optional bool enable_tracing = 15;
+  optional bool use_new_object_prefix_strategy = 16;
 }
 
 message GetSystemParamsRequest {}
diff --git a/proto/monitor_service.proto b/proto/monitor_service.proto
index b9238c8d3686d..03013c127fd88 100644
--- a/proto/monitor_service.proto
+++ b/proto/monitor_service.proto
@@ -12,7 +12,8 @@ message StackTraceResponse {
   map<string, string> rpc_traces = 2;
   map<string, string> compaction_task_traces = 3;
   map<uint64, string> inflight_barrier_traces = 4;
-  map<uint32, string> barrier_worker_state = 5;
+  map<uint32, string> barrier_worker_state = 5; // key: worker id
+  map<uint32, string> jvm_stack_traces = 6; // key: worker id. Might be empty if the worker doesn't run JVM.
 }
 
 // CPU profiling
diff --git a/proto/secret.proto b/proto/secret.proto
index f5065009519fd..8e4e1b228d6c5 100644
--- a/proto/secret.proto
+++ b/proto/secret.proto
@@ -18,3 +18,14 @@ message Secret {
     SecretHashicropValutBackend hashicorp_vault = 2;
   }
 }
+
+message SecretRef {
+  enum RefAsType {
+    UNSPECIFIED = 0;
+    TEXT = 1;
+    // AS FILE
+    FILE = 2;
+  }
+  uint32 secret_id = 1;
+  RefAsType ref_as = 2;
+}
diff --git a/proto/stream_plan.proto b/proto/stream_plan.proto
index febbf4dad7e87..75b3d6f177dd0 100644
--- a/proto/stream_plan.proto
+++ b/proto/stream_plan.proto
@@ -729,9 +729,21 @@ message RowIdGenNode {
   uint64 row_id_index = 1;
 }
 
+message NowModeUpdateCurrent {}
+
+message NowModeGenerateSeries {
+  data.Datum start_timestamp = 1;
+  data.Datum interval = 2;
+}
+
 message NowNode {
   // Persists emitted 'now'.
   catalog.Table state_table = 1;
+
+  oneof mode {
+    NowModeUpdateCurrent update_current = 101;
+    NowModeGenerateSeries generate_series = 102;
+  }
 }
 
 message ValuesNode {
@@ -816,7 +828,7 @@ message StreamNode {
     StreamCdcScanNode stream_cdc_scan = 139;
     CdcFilterNode cdc_filter = 140;
     SourceBackfillNode source_backfill = 142;
-    ChangeLogNode change_log = 143;
+    ChangeLogNode changelog = 143;
   }
   // The id for the operator. This is local per mview.
   // TODO: should better be a uint32.
diff --git a/proto/stream_service.proto b/proto/stream_service.proto
index 99c3f68fa34bf..85b12d8ed5fa1 100644
--- a/proto/stream_service.proto
+++ b/proto/stream_service.proto
@@ -57,6 +57,7 @@ message InjectBarrierRequest {
   stream_plan.Barrier barrier = 2;
   repeated uint32 actor_ids_to_send = 3;
   repeated uint32 actor_ids_to_collect = 4;
+  repeated uint32 table_ids_to_sync = 5;
 }
 
 message BarrierCompleteResponse {
diff --git a/scripts/source/prepare_ci_kafka.sh b/scripts/source/prepare_ci_kafka.sh
index 7bcb7871ab1c2..27c88e6e63af2 100755
--- a/scripts/source/prepare_ci_kafka.sh
+++ b/scripts/source/prepare_ci_kafka.sh
@@ -66,7 +66,3 @@ for filename in $kafka_data_files; do
     fi
     ) &
 done
-
-# test additional columns: produce messages with headers
-ADDI_COLUMN_TOPIC="kafka_additional_columns"
-for i in {0..100}; do echo "key$i:{\"a\": $i}" | kcat -P -b "${RISEDEV_KAFKA_BOOTSTRAP_SERVERS}" -t ${ADDI_COLUMN_TOPIC} -K : -H "header1=v1" -H "header2=v2"; done
diff --git a/scripts/source/test_data/kafka_json_schema.1 b/scripts/source/test_data/kafka_json_schema.1
index e71485885a654..afa96107864cb 100644
--- a/scripts/source/test_data/kafka_json_schema.1
+++ b/scripts/source/test_data/kafka_json_schema.1
@@ -1,2 +1,2 @@
-{"$schema":"https://json-schema.org/draft/2020-12/schema","$id":"https://example.com/product.schema.json","title":"Product","description":"A product from Acme's catalog","type":"object","properties":{"productId":{"description":"The unique identifier for a product","type":"integer"},"productName":{"description":"Name of the product","type":"string"},"price":{"description":"The price of the product","type":"number","exclusiveMinimum":0},"tags":{"description":"Tags for the product","type":"array","items":{"type":"string"},"minItems":1,"uniqueItems":true},"dimensions":{"type":"object","properties":{"length":{"type":"number"},"width":{"type":"number"},"height":{"type":"number"}},"required":["length","width","height"]}},"required":["productId","productName","price"]}
-{"productId":1,"productName":"An ice sculpture","price":12.5,"tags":["cold","ice"],"dimensions":{"length":7,"width":12,"height":9.5}}
\ No newline at end of file
+{"$schema":"https://json-schema.org/draft/2020-12/schema","$id":"https://example.com/product.schema.json","title":"Product","description":"A product from Acme's catalog","type":"object","properties":{"productId":{"description":"The unique identifier for a product","type":"integer"},"productName":{"description":"Name of the product","type":"string"},"price":{"description":"The price of the product","type":"number","exclusiveMinimum":0},"tags":{"description":"Tags for the product","type":"array","items":{"type":"string"},"minItems":1,"uniqueItems":true},"dimensions":{"type":"object","properties":{"length":{"type":"number"},"width":{"type":"number"},"height":{"type":"number"}},"required":["length","width","height"]},"map":{"type":"object","additionalProperties":{"type":"string"}},"notMap":{"type":"object","additionalProperties":{"type":"string"},"properties":{"a":{"type":"string"}}}},"required":["productId","productName","price"]}
+{"productId":1,"productName":"An ice sculpture","price":12.5,"tags":["cold","ice"],"dimensions":{"length":7,"width":12,"height":9.5},"map":{"foo":"bar"},"notMap":{"a":"b","ignored":"c"}}
\ No newline at end of file
diff --git a/src/batch/Cargo.toml b/src/batch/Cargo.toml
index 2ca8ed1be4e77..ef4badfe07666 100644
--- a/src/batch/Cargo.toml
+++ b/src/batch/Cargo.toml
@@ -16,6 +16,7 @@ normal = ["workspace-hack"]
 [dependencies]
 anyhow = "1"
 arrow-array = { workspace = true }
+arrow-array-iceberg = { workspace = true }
 arrow-schema = { workspace = true }
 assert_matches = "1"
 async-recursion = "1"
diff --git a/src/batch/benches/hash_agg.rs b/src/batch/benches/hash_agg.rs
index e91564692dc95..ebe7f959fb0a7 100644
--- a/src/batch/benches/hash_agg.rs
+++ b/src/batch/benches/hash_agg.rs
@@ -19,6 +19,7 @@ use criterion::{criterion_group, criterion_main, BatchSize, BenchmarkId, Criteri
 use itertools::Itertools;
 use risingwave_batch::executor::aggregation::build as build_agg;
 use risingwave_batch::executor::{BoxedExecutor, HashAggExecutor};
+use risingwave_batch::monitor::BatchSpillMetrics;
 use risingwave_batch::task::ShutdownToken;
 use risingwave_common::catalog::{Field, Schema};
 use risingwave_common::memory::MemoryContext;
@@ -107,6 +108,7 @@ fn create_hash_agg_executor(
         CHUNK_SIZE,
         MemoryContext::none(),
         false,
+        BatchSpillMetrics::for_test(),
         ShutdownToken::empty(),
     ))
 }
diff --git a/src/batch/benches/hash_join.rs b/src/batch/benches/hash_join.rs
index 03e252d94f557..53de20a4a1552 100644
--- a/src/batch/benches/hash_join.rs
+++ b/src/batch/benches/hash_join.rs
@@ -18,6 +18,7 @@ use criterion::{criterion_group, criterion_main, Criterion};
 use risingwave_batch::executor::hash_join::HashJoinExecutor;
 use risingwave_batch::executor::test_utils::{gen_projected_data, MockExecutor};
 use risingwave_batch::executor::{BoxedExecutor, JoinType};
+use risingwave_batch::monitor::BatchSpillMetrics;
 use risingwave_batch::task::ShutdownToken;
 use risingwave_common::catalog::schema_test_utils::field_n;
 use risingwave_common::memory::MemoryContext;
@@ -75,6 +76,7 @@ fn create_hash_join_executor(
         "HashJoinExecutor".into(),
         CHUNK_SIZE,
         false,
+        BatchSpillMetrics::for_test(),
         ShutdownToken::empty(),
         MemoryContext::none(),
     ))
diff --git a/src/batch/benches/sort.rs b/src/batch/benches/sort.rs
index a2580c2773c9a..6a45473d2369b 100644
--- a/src/batch/benches/sort.rs
+++ b/src/batch/benches/sort.rs
@@ -14,8 +14,11 @@
 
 pub mod utils;
 
+use std::sync::Arc;
+
 use criterion::{criterion_group, criterion_main, BatchSize, BenchmarkId, Criterion};
 use risingwave_batch::executor::{BoxedExecutor, SortExecutor};
+use risingwave_batch::monitor::BatchSpillMetrics;
 use risingwave_common::enable_jemalloc;
 use risingwave_common::memory::MemoryContext;
 use risingwave_common::types::DataType;
@@ -57,10 +60,12 @@ fn create_order_by_executor(
 
     Box::new(SortExecutor::new(
         child,
-        column_orders,
+        Arc::new(column_orders),
         "SortExecutor".into(),
         CHUNK_SIZE,
         MemoryContext::none(),
+        None,
+        BatchSpillMetrics::for_test(),
     ))
 }
 
diff --git a/src/batch/src/exchange_source.rs b/src/batch/src/exchange_source.rs
index b602b14d5c018..409061594338d 100644
--- a/src/batch/src/exchange_source.rs
+++ b/src/batch/src/exchange_source.rs
@@ -15,9 +15,10 @@
 use std::fmt::Debug;
 use std::future::Future;
 
+use futures_async_stream::try_stream;
 use risingwave_common::array::DataChunk;
 
-use crate::error::Result;
+use crate::error::{BatchError, Result};
 use crate::execution::grpc_exchange::GrpcExchangeSource;
 use crate::execution::local_exchange::LocalExchangeSource;
 use crate::executor::test_utils::FakeExchangeSource;
@@ -54,4 +55,16 @@ impl ExchangeSourceImpl {
             ExchangeSourceImpl::Fake(fake) => fake.get_task_id(),
         }
     }
+
+    #[try_stream(boxed, ok = DataChunk, error = BatchError)]
+    pub(crate) async fn take_data_stream(self) {
+        let mut source = self;
+        loop {
+            match source.take_data().await {
+                Ok(Some(chunk)) => yield chunk,
+                Ok(None) => break,
+                Err(e) => return Err(e),
+            }
+        }
+    }
 }
diff --git a/src/batch/src/executor/hash_agg.rs b/src/batch/src/executor/hash_agg.rs
index ce54ea215a430..b8364e7e927b7 100644
--- a/src/batch/src/executor/hash_agg.rs
+++ b/src/batch/src/executor/hash_agg.rs
@@ -42,8 +42,9 @@ use crate::executor::{
     BoxedDataChunkStream, BoxedExecutor, BoxedExecutorBuilder, Executor, ExecutorBuilder,
     WrapStreamExecutor,
 };
+use crate::monitor::BatchSpillMetrics;
 use crate::spill::spill_op::{
-    SpillBuildHasher, SpillOp, DEFAULT_SPILL_PARTITION_NUM, SPILL_AT_LEAST_MEMORY,
+    SpillBackend, SpillBuildHasher, SpillOp, DEFAULT_SPILL_PARTITION_NUM, SPILL_AT_LEAST_MEMORY,
 };
 use crate::task::{BatchTaskContext, ShutdownToken, TaskId};
 
@@ -64,6 +65,7 @@ impl HashKeyDispatcher for HashAggExecutorBuilder {
             self.chunk_size,
             self.mem_context,
             self.enable_spill,
+            self.spill_metrics,
             self.shutdown_rx,
         ))
     }
@@ -85,6 +87,7 @@ pub struct HashAggExecutorBuilder {
     chunk_size: usize,
     mem_context: MemoryContext,
     enable_spill: bool,
+    spill_metrics: Arc<BatchSpillMetrics>,
     shutdown_rx: ShutdownToken,
 }
 
@@ -97,6 +100,7 @@ impl HashAggExecutorBuilder {
         chunk_size: usize,
         mem_context: MemoryContext,
         enable_spill: bool,
+        spill_metrics: Arc<BatchSpillMetrics>,
         shutdown_rx: ShutdownToken,
     ) -> Result<BoxedExecutor> {
         let aggs: Vec<_> = hash_agg_node
@@ -136,6 +140,7 @@ impl HashAggExecutorBuilder {
             chunk_size,
             mem_context,
             enable_spill,
+            spill_metrics,
             shutdown_rx,
         };
 
@@ -158,6 +163,8 @@ impl BoxedExecutorBuilder for HashAggExecutorBuilder {
 
         let identity = source.plan_node().get_identity();
 
+        let spill_metrics = source.context.spill_metrics();
+
         Self::deserialize(
             hash_agg_node,
             child,
@@ -166,6 +173,7 @@ impl BoxedExecutorBuilder for HashAggExecutorBuilder {
             source.context.get_config().developer.chunk_size,
             source.context.create_executor_mem_context(identity),
             source.context.get_config().enable_spill,
+            spill_metrics,
             source.shutdown_rx.clone(),
         )
     }
@@ -188,6 +196,7 @@ pub struct HashAggExecutor<K> {
     chunk_size: usize,
     mem_context: MemoryContext,
     enable_spill: bool,
+    spill_metrics: Arc<BatchSpillMetrics>,
     /// The upper bound of memory usage for this executor.
     memory_upper_bound: Option<u64>,
     shutdown_rx: ShutdownToken,
@@ -195,6 +204,7 @@ pub struct HashAggExecutor<K> {
 }
 
 impl<K> HashAggExecutor<K> {
+    #[allow(clippy::too_many_arguments)]
     pub fn new(
         aggs: Arc<Vec<BoxedAggregateFunction>>,
         group_key_columns: Vec<usize>,
@@ -205,6 +215,7 @@ impl<K> HashAggExecutor<K> {
         chunk_size: usize,
         mem_context: MemoryContext,
         enable_spill: bool,
+        spill_metrics: Arc<BatchSpillMetrics>,
         shutdown_rx: ShutdownToken,
     ) -> Self {
         Self::new_inner(
@@ -218,6 +229,7 @@ impl<K> HashAggExecutor<K> {
             chunk_size,
             mem_context,
             enable_spill,
+            spill_metrics,
             None,
             shutdown_rx,
         )
@@ -235,6 +247,7 @@ impl<K> HashAggExecutor<K> {
         chunk_size: usize,
         mem_context: MemoryContext,
         enable_spill: bool,
+        spill_metrics: Arc<BatchSpillMetrics>,
         memory_upper_bound: Option<u64>,
         shutdown_rx: ShutdownToken,
     ) -> Self {
@@ -249,6 +262,7 @@ impl<K> HashAggExecutor<K> {
             chunk_size,
             mem_context,
             enable_spill,
+            spill_metrics,
             memory_upper_bound,
             shutdown_rx,
             _phantom: PhantomData,
@@ -296,6 +310,7 @@ pub struct AggSpillManager {
     child_data_types: Vec<DataType>,
     agg_data_types: Vec<DataType>,
     spill_chunk_size: usize,
+    spill_metrics: Arc<BatchSpillMetrics>,
 }
 
 impl AggSpillManager {
@@ -306,10 +321,11 @@ impl AggSpillManager {
         agg_data_types: Vec<DataType>,
         child_data_types: Vec<DataType>,
         spill_chunk_size: usize,
+        spill_metrics: Arc<BatchSpillMetrics>,
     ) -> Result<Self> {
         let suffix_uuid = uuid::Uuid::new_v4();
         let dir = format!("/{}-{}/", agg_identity, suffix_uuid);
-        let op = SpillOp::create(dir)?;
+        let op = SpillOp::create(dir, SpillBackend::Disk)?;
         let agg_state_writers = Vec::with_capacity(partition_num);
         let agg_state_chunk_builder = Vec::with_capacity(partition_num);
         let input_writers = Vec::with_capacity(partition_num);
@@ -328,6 +344,7 @@ impl AggSpillManager {
             child_data_types,
             agg_data_types,
             spill_chunk_size,
+            spill_metrics,
         })
     }
 
@@ -362,6 +379,9 @@ impl AggSpillManager {
             let chunk_pb: PbDataChunk = output_chunk.to_protobuf();
             let buf = Message::encode_to_vec(&chunk_pb);
             let len_bytes = Bytes::copy_from_slice(&(buf.len() as u32).to_le_bytes());
+            self.spill_metrics
+                .batch_spill_write_bytes
+                .inc_by((buf.len() + len_bytes.len()) as u64);
             self.agg_state_writers[partition].write(len_bytes).await?;
             self.agg_state_writers[partition].write(buf).await?;
         }
@@ -382,6 +402,9 @@ impl AggSpillManager {
                 let chunk_pb: PbDataChunk = output_chunk.to_protobuf();
                 let buf = Message::encode_to_vec(&chunk_pb);
                 let len_bytes = Bytes::copy_from_slice(&(buf.len() as u32).to_le_bytes());
+                self.spill_metrics
+                    .batch_spill_write_bytes
+                    .inc_by((buf.len() + len_bytes.len()) as u64);
                 self.input_writers[partition].write(len_bytes).await?;
                 self.input_writers[partition].write(buf).await?;
             }
@@ -395,6 +418,9 @@ impl AggSpillManager {
                 let chunk_pb: PbDataChunk = output_chunk.to_protobuf();
                 let buf = Message::encode_to_vec(&chunk_pb);
                 let len_bytes = Bytes::copy_from_slice(&(buf.len() as u32).to_le_bytes());
+                self.spill_metrics
+                    .batch_spill_write_bytes
+                    .inc_by((buf.len() + len_bytes.len()) as u64);
                 self.agg_state_writers[partition].write(len_bytes).await?;
                 self.agg_state_writers[partition].write(buf).await?;
             }
@@ -403,6 +429,9 @@ impl AggSpillManager {
                 let chunk_pb: PbDataChunk = output_chunk.to_protobuf();
                 let buf = Message::encode_to_vec(&chunk_pb);
                 let len_bytes = Bytes::copy_from_slice(&(buf.len() as u32).to_le_bytes());
+                self.spill_metrics
+                    .batch_spill_write_bytes
+                    .inc_by((buf.len() + len_bytes.len()) as u64);
                 self.input_writers[partition].write(len_bytes).await?;
                 self.input_writers[partition].write(buf).await?;
             }
@@ -420,13 +449,13 @@ impl AggSpillManager {
     async fn read_agg_state_partition(&mut self, partition: usize) -> Result<BoxedDataChunkStream> {
         let agg_state_partition_file_name = format!("agg-state-p{}", partition);
         let r = self.op.reader_with(&agg_state_partition_file_name).await?;
-        Ok(SpillOp::read_stream(r))
+        Ok(SpillOp::read_stream(r, self.spill_metrics.clone()))
     }
 
     async fn read_input_partition(&mut self, partition: usize) -> Result<BoxedDataChunkStream> {
         let input_partition_file_name = format!("input-chunks-p{}", partition);
         let r = self.op.reader_with(&input_partition_file_name).await?;
-        Ok(SpillOp::read_stream(r))
+        Ok(SpillOp::read_stream(r, self.spill_metrics.clone()))
     }
 
     async fn estimate_partition_size(&self, partition: usize) -> Result<u64> {
@@ -560,6 +589,10 @@ impl<K: HashKey + Send + Sync> HashAggExecutor<K> {
             // Finally, we would get e.g. 20 partitions. Each partition should contain a portion of the original hash table and input data.
             // A sub HashAggExecutor would be used to consume each partition one by one.
             // If memory is still not enough in the sub HashAggExecutor, it will spill its hash table and input recursively.
+            info!(
+                "batch hash agg executor {} starts to spill out",
+                &self.identity
+            );
             let mut agg_spill_manager = AggSpillManager::new(
                 &self.identity,
                 DEFAULT_SPILL_PARTITION_NUM,
@@ -567,6 +600,7 @@ impl<K: HashKey + Send + Sync> HashAggExecutor<K> {
                 self.aggs.iter().map(|agg| agg.return_type()).collect(),
                 child_schema.data_types(),
                 self.chunk_size,
+                self.spill_metrics.clone(),
             )?;
             agg_spill_manager.init_writers().await?;
 
@@ -632,6 +666,7 @@ impl<K: HashKey + Send + Sync> HashAggExecutor<K> {
                     self.chunk_size,
                     self.mem_context.clone(),
                     self.enable_spill,
+                    self.spill_metrics.clone(),
                     Some(partition_size),
                     self.shutdown_rx.clone(),
                 );
@@ -780,6 +815,7 @@ mod tests {
                 CHUNK_SIZE,
                 mem_context.clone(),
                 false,
+                BatchSpillMetrics::for_test(),
                 ShutdownToken::empty(),
             )
             .unwrap();
@@ -853,6 +889,7 @@ mod tests {
             CHUNK_SIZE,
             MemoryContext::none(),
             false,
+            BatchSpillMetrics::for_test(),
             ShutdownToken::empty(),
         )
         .unwrap();
@@ -970,6 +1007,7 @@ mod tests {
             CHUNK_SIZE,
             MemoryContext::none(),
             false,
+            BatchSpillMetrics::for_test(),
             shutdown_rx,
         )
         .unwrap();
diff --git a/src/batch/src/executor/iceberg_scan.rs b/src/batch/src/executor/iceberg_scan.rs
index 31abcc73a2aac..2025c20752887 100644
--- a/src/batch/src/executor/iceberg_scan.rs
+++ b/src/batch/src/executor/iceberg_scan.rs
@@ -15,11 +15,11 @@
 use std::hash::{DefaultHasher, Hash, Hasher};
 
 use anyhow::anyhow;
-use arrow_array::RecordBatch;
+use arrow_array_iceberg::RecordBatch;
 use futures_async_stream::try_stream;
 use futures_util::stream::StreamExt;
 use icelake::io::{FileScan, TableScan};
-use risingwave_common::array::arrow::{FromArrow, IcebergArrowConvert};
+use risingwave_common::array::arrow::IcebergArrowConvert;
 use risingwave_common::catalog::Schema;
 use risingwave_connector::sink::iceberg::IcebergConfig;
 
@@ -150,7 +150,7 @@ impl IcebergScanExecutor {
     }
 
     fn record_batch_to_chunk(record_batch: RecordBatch) -> Result<DataChunk, BatchError> {
-        Ok(IcebergArrowConvert.from_record_batch(&record_batch)?)
+        Ok(IcebergArrowConvert.chunk_from_record_batch(&record_batch)?)
     }
 }
 
diff --git a/src/batch/src/executor/join/hash_join.rs b/src/batch/src/executor/join/hash_join.rs
index e8463813e9f00..3bed067922895 100644
--- a/src/batch/src/executor/join/hash_join.rs
+++ b/src/batch/src/executor/join/hash_join.rs
@@ -41,9 +41,10 @@ use crate::executor::{
     BoxedDataChunkStream, BoxedExecutor, BoxedExecutorBuilder, Executor, ExecutorBuilder,
     WrapStreamExecutor,
 };
+use crate::monitor::BatchSpillMetrics;
 use crate::risingwave_common::hash::NullBitmap;
 use crate::spill::spill_op::{
-    SpillBuildHasher, SpillOp, DEFAULT_SPILL_PARTITION_NUM, SPILL_AT_LEAST_MEMORY,
+    SpillBackend, SpillBuildHasher, SpillOp, DEFAULT_SPILL_PARTITION_NUM, SPILL_AT_LEAST_MEMORY,
 };
 use crate::task::{BatchTaskContext, ShutdownToken};
 
@@ -54,7 +55,7 @@ use crate::task::{BatchTaskContext, ShutdownToken};
 /// 2. Iterate over the probe side (i.e. left table) and compute the hash value of each row.
 ///    Then find the matched build side row for each probe side row in the hash map.
 /// 3. Concatenate the matched pair of probe side row and build side row into a single row and push
-/// it into the data chunk builder.
+///    it into the data chunk builder.
 /// 4. Yield chunks from the builder.
 pub struct HashJoinExecutor<K> {
     /// Join type e.g. inner, left outer, ...
@@ -83,6 +84,7 @@ pub struct HashJoinExecutor<K> {
     chunk_size: usize,
 
     enable_spill: bool,
+    spill_metrics: Arc<BatchSpillMetrics>,
     /// The upper bound of memory usage for this executor.
     memory_upper_bound: Option<u64>,
 
@@ -243,6 +245,7 @@ pub struct JoinSpillManager {
     probe_side_data_types: Vec<DataType>,
     build_side_data_types: Vec<DataType>,
     spill_chunk_size: usize,
+    spill_metrics: Arc<BatchSpillMetrics>,
 }
 
 /// `JoinSpillManager` is used to manage how to write spill data file and read them back.
@@ -266,10 +269,11 @@ impl JoinSpillManager {
         probe_side_data_types: Vec<DataType>,
         build_side_data_types: Vec<DataType>,
         spill_chunk_size: usize,
+        spill_metrics: Arc<BatchSpillMetrics>,
     ) -> Result<Self> {
         let suffix_uuid = uuid::Uuid::new_v4();
         let dir = format!("/{}-{}/", join_identity, suffix_uuid);
-        let op = SpillOp::create(dir)?;
+        let op = SpillOp::create(dir, SpillBackend::Disk)?;
         let probe_side_writers = Vec::with_capacity(partition_num);
         let build_side_writers = Vec::with_capacity(partition_num);
         let probe_side_chunk_builders = Vec::with_capacity(partition_num);
@@ -286,6 +290,7 @@ impl JoinSpillManager {
             probe_side_data_types,
             build_side_data_types,
             spill_chunk_size,
+            spill_metrics,
         })
     }
 
@@ -334,6 +339,9 @@ impl JoinSpillManager {
                 let chunk_pb: PbDataChunk = output_chunk.to_protobuf();
                 let buf = Message::encode_to_vec(&chunk_pb);
                 let len_bytes = Bytes::copy_from_slice(&(buf.len() as u32).to_le_bytes());
+                self.spill_metrics
+                    .batch_spill_write_bytes
+                    .inc_by((buf.len() + len_bytes.len()) as u64);
                 self.probe_side_writers[partition].write(len_bytes).await?;
                 self.probe_side_writers[partition].write(buf).await?;
             }
@@ -359,6 +367,9 @@ impl JoinSpillManager {
                 let chunk_pb: PbDataChunk = output_chunk.to_protobuf();
                 let buf = Message::encode_to_vec(&chunk_pb);
                 let len_bytes = Bytes::copy_from_slice(&(buf.len() as u32).to_le_bytes());
+                self.spill_metrics
+                    .batch_spill_write_bytes
+                    .inc_by((buf.len() + len_bytes.len()) as u64);
                 self.build_side_writers[partition].write(len_bytes).await?;
                 self.build_side_writers[partition].write(buf).await?;
             }
@@ -372,6 +383,9 @@ impl JoinSpillManager {
                 let chunk_pb: PbDataChunk = output_chunk.to_protobuf();
                 let buf = Message::encode_to_vec(&chunk_pb);
                 let len_bytes = Bytes::copy_from_slice(&(buf.len() as u32).to_le_bytes());
+                self.spill_metrics
+                    .batch_spill_write_bytes
+                    .inc_by((buf.len() + len_bytes.len()) as u64);
                 self.probe_side_writers[partition].write(len_bytes).await?;
                 self.probe_side_writers[partition].write(buf).await?;
             }
@@ -380,6 +394,9 @@ impl JoinSpillManager {
                 let chunk_pb: PbDataChunk = output_chunk.to_protobuf();
                 let buf = Message::encode_to_vec(&chunk_pb);
                 let len_bytes = Bytes::copy_from_slice(&(buf.len() as u32).to_le_bytes());
+                self.spill_metrics
+                    .batch_spill_write_bytes
+                    .inc_by((buf.len() + len_bytes.len()) as u64);
                 self.build_side_writers[partition].write(len_bytes).await?;
                 self.build_side_writers[partition].write(buf).await?;
             }
@@ -403,7 +420,7 @@ impl JoinSpillManager {
             .op
             .reader_with(&join_probe_side_partition_file_name)
             .await?;
-        Ok(SpillOp::read_stream(r))
+        Ok(SpillOp::read_stream(r, self.spill_metrics.clone()))
     }
 
     async fn read_build_side_partition(
@@ -415,7 +432,7 @@ impl JoinSpillManager {
             .op
             .reader_with(&join_build_side_partition_file_name)
             .await?;
-        Ok(SpillOp::read_stream(r))
+        Ok(SpillOp::read_stream(r, self.spill_metrics.clone()))
     }
 
     pub async fn estimate_partition_size(&self, partition: usize) -> Result<u64> {
@@ -531,12 +548,17 @@ impl<K: HashKey> HashJoinExecutor<K> {
             // Finally, we would get e.g. 20 partitions. Each partition should contain a portion of the original build side input and probr side input data.
             // A sub HashJoinExecutor would be used to consume each partition one by one.
             // If memory is still not enough in the sub HashJoinExecutor, it will spill its inputs recursively.
+            info!(
+                "batch hash join executor {} starts to spill out",
+                &self.identity
+            );
             let mut join_spill_manager = JoinSpillManager::new(
                 &self.identity,
                 DEFAULT_SPILL_PARTITION_NUM,
                 probe_data_types.clone(),
                 build_data_types.clone(),
                 self.chunk_size,
+                self.spill_metrics.clone(),
             )?;
             join_spill_manager.init_writers().await?;
 
@@ -628,6 +650,7 @@ impl<K: HashKey> HashJoinExecutor<K> {
                     format!("{}-sub{}", self.identity.clone(), i),
                     self.chunk_size,
                     self.enable_spill,
+                    self.spill_metrics.clone(),
                     Some(partition_size),
                     self.shutdown_rx.clone(),
                     self.mem_ctx.clone(),
@@ -1669,7 +1692,7 @@ impl<K: HashKey> HashJoinExecutor<K> {
     /// | 4 | 3 | 3 | - |
     ///
     /// 3. Remove duplicate rows with NULL build side. This is done by setting the visibility bitmap
-    /// of the chunk.
+    ///    of the chunk.
     ///
     /// | offset | v1 | v2 | v3 |
     /// |---|---|---|---|
@@ -2218,6 +2241,7 @@ impl BoxedExecutorBuilder for HashJoinExecutor<()> {
             right_key_types,
             chunk_size: context.context.get_config().developer.chunk_size,
             enable_spill: context.context.get_config().enable_spill,
+            spill_metrics: context.context.spill_metrics(),
             shutdown_rx: context.shutdown_rx.clone(),
             mem_ctx: context.context.create_executor_mem_context(&identity),
         }
@@ -2238,6 +2262,7 @@ struct HashJoinExecutorArgs {
     right_key_types: Vec<DataType>,
     chunk_size: usize,
     enable_spill: bool,
+    spill_metrics: Arc<BatchSpillMetrics>,
     shutdown_rx: ShutdownToken,
     mem_ctx: MemoryContext,
 }
@@ -2258,6 +2283,7 @@ impl HashKeyDispatcher for HashJoinExecutorArgs {
             self.identity,
             self.chunk_size,
             self.enable_spill,
+            self.spill_metrics,
             self.shutdown_rx,
             self.mem_ctx,
         ))
@@ -2282,6 +2308,7 @@ impl<K> HashJoinExecutor<K> {
         identity: String,
         chunk_size: usize,
         enable_spill: bool,
+        spill_metrics: Arc<BatchSpillMetrics>,
         shutdown_rx: ShutdownToken,
         mem_ctx: MemoryContext,
     ) -> Self {
@@ -2297,6 +2324,7 @@ impl<K> HashJoinExecutor<K> {
             identity,
             chunk_size,
             enable_spill,
+            spill_metrics,
             None,
             shutdown_rx,
             mem_ctx,
@@ -2316,6 +2344,7 @@ impl<K> HashJoinExecutor<K> {
         identity: String,
         chunk_size: usize,
         enable_spill: bool,
+        spill_metrics: Arc<BatchSpillMetrics>,
         memory_upper_bound: Option<u64>,
         shutdown_rx: ShutdownToken,
         mem_ctx: MemoryContext,
@@ -2354,6 +2383,7 @@ impl<K> HashJoinExecutor<K> {
             chunk_size,
             shutdown_rx,
             enable_spill,
+            spill_metrics,
             memory_upper_bound,
             mem_ctx,
             _phantom: PhantomData,
@@ -2381,6 +2411,7 @@ mod tests {
     use crate::error::Result;
     use crate::executor::test_utils::MockExecutor;
     use crate::executor::BoxedExecutor;
+    use crate::monitor::BatchSpillMetrics;
     use crate::task::ShutdownToken;
 
     const CHUNK_SIZE: usize = 1024;
@@ -2596,6 +2627,7 @@ mod tests {
                 "HashJoinExecutor".to_string(),
                 chunk_size,
                 false,
+                BatchSpillMetrics::for_test(),
                 shutdown_rx,
                 mem_ctx,
             ))
diff --git a/src/batch/src/executor/join/local_lookup_join.rs b/src/batch/src/executor/join/local_lookup_join.rs
index 54d3185de3dca..a00092b36d11c 100644
--- a/src/batch/src/executor/join/local_lookup_join.rs
+++ b/src/batch/src/executor/join/local_lookup_join.rs
@@ -487,6 +487,8 @@ impl HashKeyDispatcher for LocalLookupJoinExecutorArgs {
 
 #[cfg(test)]
 mod tests {
+    use std::sync::Arc;
+
     use risingwave_common::array::{DataChunk, DataChunkTestExt};
     use risingwave_common::catalog::{Field, Schema};
     use risingwave_common::hash::HashKeyDispatcher;
@@ -502,6 +504,7 @@ mod tests {
         diff_executor_output, FakeInnerSideExecutorBuilder, MockExecutor,
     };
     use crate::executor::{BoxedExecutor, SortExecutor};
+    use crate::monitor::BatchSpillMetrics;
     use crate::task::ShutdownToken;
 
     const CHUNK_SIZE: usize = 1024;
@@ -594,10 +597,12 @@ mod tests {
 
         Box::new(SortExecutor::new(
             child,
-            column_orders,
+            Arc::new(column_orders),
             "SortExecutor".into(),
             CHUNK_SIZE,
             MemoryContext::none(),
+            None,
+            BatchSpillMetrics::for_test(),
         ))
     }
 
diff --git a/src/batch/src/executor/merge_sort.rs b/src/batch/src/executor/merge_sort.rs
new file mode 100644
index 0000000000000..1f5c8f3e5fc2c
--- /dev/null
+++ b/src/batch/src/executor/merge_sort.rs
@@ -0,0 +1,195 @@
+// Copyright 2024 RisingWave Labs
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+use std::mem;
+use std::sync::Arc;
+
+use futures_async_stream::try_stream;
+use futures_util::StreamExt;
+use itertools::Itertools;
+use risingwave_common::array::DataChunk;
+use risingwave_common::catalog::Schema;
+use risingwave_common::memory::{MemMonitoredHeap, MemoryContext, MonitoredGlobalAlloc};
+use risingwave_common::types::ToOwnedDatum;
+use risingwave_common::util::sort_util::{ColumnOrder, HeapElem};
+use risingwave_common_estimate_size::EstimateSize;
+
+use super::{BoxedDataChunkStream, BoxedExecutor, Executor};
+use crate::error::{BatchError, Result};
+
+pub struct MergeSortExecutor {
+    inputs: Vec<BoxedExecutor>,
+    column_orders: Arc<Vec<ColumnOrder>>,
+    identity: String,
+    schema: Schema,
+    chunk_size: usize,
+    mem_context: MemoryContext,
+    min_heap: MemMonitoredHeap<HeapElem>,
+    current_chunks: Vec<Option<DataChunk>, MonitoredGlobalAlloc>,
+}
+
+impl Executor for MergeSortExecutor {
+    fn schema(&self) -> &Schema {
+        &self.schema
+    }
+
+    fn identity(&self) -> &str {
+        &self.identity
+    }
+
+    fn execute(self: Box<Self>) -> BoxedDataChunkStream {
+        self.do_execute()
+    }
+}
+
+impl MergeSortExecutor {
+    #[try_stream(boxed, ok = DataChunk, error = BatchError)]
+    async fn do_execute(mut self: Box<Self>) {
+        let mut inputs = vec![];
+        mem::swap(&mut inputs, &mut self.inputs);
+        let mut input_streams = inputs
+            .into_iter()
+            .map(|input| input.execute())
+            .collect_vec();
+        for (input_idx, input_stream) in input_streams.iter_mut().enumerate() {
+            match input_stream.next().await {
+                Some(chunk) => {
+                    let chunk = chunk?;
+                    self.current_chunks.push(Some(chunk));
+                    if let Some(chunk) = &self.current_chunks[input_idx] {
+                        // We assume that we would always get a non-empty chunk from the upstream of
+                        // exchange, therefore we are sure that there is at least
+                        // one visible row.
+                        let next_row_idx = chunk.next_visible_row_idx(0);
+                        self.push_row_into_heap(input_idx, next_row_idx.unwrap());
+                    }
+                }
+                None => {
+                    self.current_chunks.push(None);
+                }
+            }
+        }
+
+        while !self.min_heap.is_empty() {
+            // It is possible that we cannot produce this much as
+            // we may run out of input data chunks from sources.
+            let mut want_to_produce = self.chunk_size;
+
+            let mut builders: Vec<_> = self
+                .schema
+                .fields
+                .iter()
+                .map(|field| field.data_type.create_array_builder(self.chunk_size))
+                .collect();
+            let mut array_len = 0;
+            while want_to_produce > 0 && !self.min_heap.is_empty() {
+                let top_elem = self.min_heap.pop().unwrap();
+                let child_idx = top_elem.chunk_idx();
+                let cur_chunk = top_elem.chunk();
+                let row_idx = top_elem.elem_idx();
+                for (idx, builder) in builders.iter_mut().enumerate() {
+                    let chunk_arr = cur_chunk.column_at(idx);
+                    let chunk_arr = chunk_arr.as_ref();
+                    let datum = chunk_arr.value_at(row_idx).to_owned_datum();
+                    builder.append(&datum);
+                }
+                want_to_produce -= 1;
+                array_len += 1;
+                // check whether we have another row from the same chunk being popped
+                let possible_next_row_idx = cur_chunk.next_visible_row_idx(row_idx + 1);
+                match possible_next_row_idx {
+                    Some(next_row_idx) => {
+                        self.push_row_into_heap(child_idx, next_row_idx);
+                    }
+                    None => {
+                        self.get_input_chunk(&mut input_streams, child_idx).await?;
+                        if let Some(chunk) = &self.current_chunks[child_idx] {
+                            let next_row_idx = chunk.next_visible_row_idx(0);
+                            self.push_row_into_heap(child_idx, next_row_idx.unwrap());
+                        }
+                    }
+                }
+            }
+
+            let columns = builders
+                .into_iter()
+                .map(|builder| builder.finish().into())
+                .collect::<Vec<_>>();
+            let chunk = DataChunk::new(columns, array_len);
+            yield chunk
+        }
+    }
+
+    async fn get_input_chunk(
+        &mut self,
+        input_streams: &mut Vec<BoxedDataChunkStream>,
+        input_idx: usize,
+    ) -> Result<()> {
+        assert!(input_idx < input_streams.len());
+        let res = input_streams[input_idx].next().await;
+        let old = match res {
+            Some(chunk) => {
+                let chunk = chunk?;
+                assert_ne!(chunk.cardinality(), 0);
+                let new_chunk_size = chunk.estimated_heap_size() as i64;
+                let old = std::mem::replace(&mut self.current_chunks[input_idx], Some(chunk));
+                self.mem_context.add(new_chunk_size);
+                old
+            }
+            None => std::mem::take(&mut self.current_chunks[input_idx]),
+        };
+
+        if let Some(chunk) = old {
+            // Reduce the heap size of retired chunk
+            self.mem_context.add(-(chunk.estimated_heap_size() as i64));
+        }
+
+        Ok(())
+    }
+
+    fn push_row_into_heap(&mut self, input_idx: usize, row_idx: usize) {
+        assert!(input_idx < self.current_chunks.len());
+        let chunk_ref = self.current_chunks[input_idx].as_ref().unwrap();
+        self.min_heap.push(HeapElem::new(
+            self.column_orders.clone(),
+            chunk_ref.clone(),
+            input_idx,
+            row_idx,
+            None,
+        ));
+    }
+}
+
+impl MergeSortExecutor {
+    pub fn new(
+        inputs: Vec<BoxedExecutor>,
+        column_orders: Arc<Vec<ColumnOrder>>,
+        schema: Schema,
+        identity: String,
+        chunk_size: usize,
+        mem_context: MemoryContext,
+    ) -> Self {
+        let inputs_num = inputs.len();
+        Self {
+            inputs,
+            column_orders,
+            identity,
+            schema,
+            chunk_size,
+            min_heap: MemMonitoredHeap::with_capacity(inputs_num, mem_context.clone()),
+            current_chunks: Vec::with_capacity_in(inputs_num, mem_context.global_allocator()),
+            mem_context,
+        }
+    }
+}
diff --git a/src/batch/src/executor/merge_sort_exchange.rs b/src/batch/src/executor/merge_sort_exchange.rs
index 3c0f13198a3ae..3b5647729db25 100644
--- a/src/batch/src/executor/merge_sort_exchange.rs
+++ b/src/batch/src/executor/merge_sort_exchange.rs
@@ -17,18 +17,15 @@ use std::sync::Arc;
 use futures_async_stream::try_stream;
 use risingwave_common::array::DataChunk;
 use risingwave_common::catalog::{Field, Schema};
-use risingwave_common::memory::{MemMonitoredHeap, MemoryContext, MonitoredGlobalAlloc};
-use risingwave_common::types::ToOwnedDatum;
-use risingwave_common::util::sort_util::{ColumnOrder, HeapElem};
-use risingwave_common_estimate_size::EstimateSize;
+use risingwave_common::memory::MemoryContext;
+use risingwave_common::util::sort_util::ColumnOrder;
 use risingwave_pb::batch_plan::plan_node::NodeBody;
 use risingwave_pb::batch_plan::PbExchangeSource;
 
 use crate::error::{BatchError, Result};
-use crate::exchange_source::ExchangeSourceImpl;
 use crate::executor::{
     BoxedDataChunkStream, BoxedExecutor, BoxedExecutorBuilder, CreateSource, DefaultCreateSource,
-    Executor, ExecutorBuilder,
+    Executor, ExecutorBuilder, MergeSortExecutor, WrapStreamExecutor,
 };
 use crate::task::{BatchTaskContext, TaskId};
 
@@ -38,23 +35,16 @@ pub type MergeSortExchangeExecutor<C> = MergeSortExchangeExecutorImpl<DefaultCre
 /// The outputs of all the sources have been sorted in the same way.
 pub struct MergeSortExchangeExecutorImpl<CS, C> {
     context: C,
-    /// keeps one data chunk of each source if any
-    source_inputs: Vec<Option<DataChunk>, MonitoredGlobalAlloc>,
     column_orders: Arc<Vec<ColumnOrder>>,
-    min_heap: MemMonitoredHeap<HeapElem>,
     proto_sources: Vec<PbExchangeSource>,
-    sources: Vec<ExchangeSourceImpl>, // impl
     /// Mock-able `CreateSource`.
     source_creators: Vec<CS>,
     schema: Schema,
-    #[expect(dead_code)]
     task_id: TaskId,
     identity: String,
     /// The maximum size of the chunk produced by executor at a time.
     chunk_size: usize,
     mem_ctx: MemoryContext,
-    #[expect(dead_code)]
-    alloc: MonitoredGlobalAlloc,
 }
 
 impl<CS: 'static + Send + CreateSource, C: BatchTaskContext> MergeSortExchangeExecutorImpl<CS, C> {
@@ -70,76 +60,17 @@ impl<CS: 'static + Send + CreateSource, C: BatchTaskContext> MergeSortExchangeEx
         chunk_size: usize,
     ) -> Self {
         let mem_ctx = context.create_executor_mem_context(&identity);
-        let alloc = MonitoredGlobalAlloc::with_memory_context(mem_ctx.clone());
-
-        let source_inputs = {
-            let mut v = Vec::with_capacity_in(proto_sources.len(), alloc.clone());
-            (0..proto_sources.len()).for_each(|_| v.push(None));
-            v
-        };
-
-        let num_sources = proto_sources.len();
 
         Self {
             context,
-            source_inputs,
             column_orders,
-            min_heap: MemMonitoredHeap::with_capacity(num_sources, mem_ctx.clone()),
             proto_sources,
-            sources: Vec::with_capacity(num_sources),
             source_creators,
             schema,
             task_id,
             identity,
             chunk_size,
             mem_ctx,
-            alloc,
-        }
-    }
-
-    /// We assume that the source would always send `Some(chunk)` with cardinality > 0
-    /// or `None`, but never `Some(chunk)` with cardinality == 0.
-    async fn get_source_chunk(&mut self, source_idx: usize) -> Result<()> {
-        assert!(source_idx < self.source_inputs.len());
-        let res = self.sources[source_idx].take_data().await?;
-        let old = match res {
-            Some(chunk) => {
-                assert_ne!(chunk.cardinality(), 0);
-                let new_chunk_size = chunk.estimated_heap_size() as i64;
-                let old = std::mem::replace(&mut self.source_inputs[source_idx], Some(chunk));
-                self.mem_ctx.add(new_chunk_size);
-                old
-            }
-            None => std::mem::take(&mut self.source_inputs[source_idx]),
-        };
-
-        if let Some(chunk) = old {
-            // Reduce the heap size of retired chunk
-            self.mem_ctx.add(-(chunk.estimated_heap_size() as i64));
-        }
-
-        Ok(())
-    }
-
-    // Check whether there is indeed a chunk and there is a visible row sitting at `row_idx`
-    // in the chunk before calling this function.
-    fn push_row_into_heap(&mut self, source_idx: usize, row_idx: usize) -> Result<()> {
-        assert!(source_idx < self.source_inputs.len());
-        let chunk_ref = self.source_inputs[source_idx].as_ref().unwrap();
-        self.min_heap.push(HeapElem::new(
-            self.column_orders.clone(),
-            chunk_ref.clone(),
-            source_idx,
-            row_idx,
-            None,
-        ));
-
-        if self.min_heap.mem_context().check_memory_usage() {
-            Ok(())
-        } else {
-            Err(BatchError::OutOfMemory(
-                self.min_heap.mem_context().mem_limit(),
-            ))
         }
     }
 }
@@ -164,71 +95,31 @@ impl<CS: 'static + Send + CreateSource, C: BatchTaskContext> Executor
 /// `self.chunk_size` as the executor runs out of input from `sources`.
 impl<CS: 'static + Send + CreateSource, C: BatchTaskContext> MergeSortExchangeExecutorImpl<CS, C> {
     #[try_stream(boxed, ok = DataChunk, error = BatchError)]
-    async fn do_execute(mut self: Box<Self>) {
+    async fn do_execute(self: Box<Self>) {
+        let mut sources: Vec<BoxedExecutor> = vec![];
         for source_idx in 0..self.proto_sources.len() {
             let new_source = self.source_creators[source_idx]
                 .create_source(self.context.clone(), &self.proto_sources[source_idx])
                 .await?;
-            self.sources.push(new_source);
-            self.get_source_chunk(source_idx).await?;
-            if let Some(chunk) = &self.source_inputs[source_idx] {
-                // We assume that we would always get a non-empty chunk from the upstream of
-                // exchange, therefore we are sure that there is at least
-                // one visible row.
-                let next_row_idx = chunk.next_visible_row_idx(0);
-                self.push_row_into_heap(source_idx, next_row_idx.unwrap())?;
-            }
-        }
 
-        // If there is no rows in the heap,
-        // we run out of input data chunks and emit `Done`.
-        while !self.min_heap.is_empty() {
-            // It is possible that we cannot produce this much as
-            // we may run out of input data chunks from sources.
-            let mut want_to_produce = self.chunk_size;
+            sources.push(Box::new(WrapStreamExecutor::new(
+                self.schema.clone(),
+                new_source.take_data_stream(),
+            )));
+        }
 
-            let mut builders: Vec<_> = self
-                .schema()
-                .fields
-                .iter()
-                .map(|field| field.data_type.create_array_builder(self.chunk_size))
-                .collect();
-            let mut array_len = 0;
-            while want_to_produce > 0 && !self.min_heap.is_empty() {
-                let top_elem = self.min_heap.pop().unwrap();
-                let child_idx = top_elem.chunk_idx();
-                let cur_chunk = top_elem.chunk();
-                let row_idx = top_elem.elem_idx();
-                for (idx, builder) in builders.iter_mut().enumerate() {
-                    let chunk_arr = cur_chunk.column_at(idx);
-                    let chunk_arr = chunk_arr.as_ref();
-                    let datum = chunk_arr.value_at(row_idx).to_owned_datum();
-                    builder.append(&datum);
-                }
-                want_to_produce -= 1;
-                array_len += 1;
-                // check whether we have another row from the same chunk being popped
-                let possible_next_row_idx = cur_chunk.next_visible_row_idx(row_idx + 1);
-                match possible_next_row_idx {
-                    Some(next_row_idx) => {
-                        self.push_row_into_heap(child_idx, next_row_idx)?;
-                    }
-                    None => {
-                        self.get_source_chunk(child_idx).await?;
-                        if let Some(chunk) = &self.source_inputs[child_idx] {
-                            let next_row_idx = chunk.next_visible_row_idx(0);
-                            self.push_row_into_heap(child_idx, next_row_idx.unwrap())?;
-                        }
-                    }
-                }
-            }
+        let merge_sort_executor = Box::new(MergeSortExecutor::new(
+            sources,
+            self.column_orders.clone(),
+            self.schema,
+            format!("MergeSortExecutor{}", &self.task_id.task_id),
+            self.chunk_size,
+            self.mem_ctx,
+        ));
 
-            let columns = builders
-                .into_iter()
-                .map(|builder| builder.finish().into())
-                .collect::<Vec<_>>();
-            let chunk = DataChunk::new(columns, array_len);
-            yield chunk
+        #[for_await]
+        for chunk in merge_sort_executor.execute() {
+            yield chunk?;
         }
     }
 }
diff --git a/src/batch/src/executor/mod.rs b/src/batch/src/executor/mod.rs
index b77027327fe05..c19bc06c141b9 100644
--- a/src/batch/src/executor/mod.rs
+++ b/src/batch/src/executor/mod.rs
@@ -27,6 +27,7 @@ mod limit;
 mod log_row_seq_scan;
 mod managed;
 mod max_one_row;
+mod merge_sort;
 mod merge_sort_exchange;
 mod order_by;
 mod project;
@@ -60,6 +61,7 @@ pub use join::*;
 pub use limit::*;
 pub use managed::*;
 pub use max_one_row::*;
+pub use merge_sort::*;
 pub use merge_sort_exchange::*;
 pub use order_by::*;
 pub use project::*;
diff --git a/src/batch/src/executor/order_by.rs b/src/batch/src/executor/order_by.rs
index fd07b4fab845e..1f7cbaacde6bd 100644
--- a/src/batch/src/executor/order_by.rs
+++ b/src/batch/src/executor/order_by.rs
@@ -12,17 +12,34 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
+use std::sync::Arc;
+
+use bytes::Bytes;
 use futures_async_stream::try_stream;
+use itertools::Itertools;
+use prost::Message;
 use risingwave_common::array::DataChunk;
 use risingwave_common::catalog::Schema;
 use risingwave_common::memory::MemoryContext;
+use risingwave_common::types::DataType;
 use risingwave_common::util::chunk_coalesce::DataChunkBuilder;
 use risingwave_common::util::memcmp_encoding::encode_chunk;
 use risingwave_common::util::sort_util::ColumnOrder;
+use risingwave_common_estimate_size::EstimateSize;
 use risingwave_pb::batch_plan::plan_node::NodeBody;
+use risingwave_pb::data::DataChunk as PbDataChunk;
 
-use super::{BoxedDataChunkStream, BoxedExecutor, BoxedExecutorBuilder, Executor, ExecutorBuilder};
+use super::{
+    BoxedDataChunkStream, BoxedExecutor, BoxedExecutorBuilder, Executor, ExecutorBuilder,
+    WrapStreamExecutor,
+};
 use crate::error::{BatchError, Result};
+use crate::executor::merge_sort::MergeSortExecutor;
+use crate::monitor::BatchSpillMetrics;
+use crate::spill::spill_op::SpillBackend::Disk;
+use crate::spill::spill_op::{
+    SpillBackend, SpillOp, DEFAULT_SPILL_PARTITION_NUM, SPILL_AT_LEAST_MEMORY,
+};
 use crate::task::BatchTaskContext;
 
 /// Sort Executor
@@ -34,11 +51,15 @@ use crate::task::BatchTaskContext;
 /// 4. Build and yield data chunks according to the row order
 pub struct SortExecutor {
     child: BoxedExecutor,
-    column_orders: Vec<ColumnOrder>,
+    column_orders: Arc<Vec<ColumnOrder>>,
     identity: String,
     schema: Schema,
     chunk_size: usize,
     mem_context: MemoryContext,
+    spill_backend: Option<SpillBackend>,
+    spill_metrics: Arc<BatchSpillMetrics>,
+    /// The upper bound of memory usage for this executor.
+    memory_upper_bound: Option<u64>,
 }
 
 impl Executor for SortExecutor {
@@ -70,15 +91,21 @@ impl BoxedExecutorBuilder for SortExecutor {
             .column_orders
             .iter()
             .map(ColumnOrder::from_protobuf)
-            .collect();
+            .collect_vec();
 
         let identity = source.plan_node().get_identity();
         Ok(Box::new(SortExecutor::new(
             child,
-            column_orders,
+            Arc::new(column_orders),
             identity.clone(),
             source.context.get_config().developer.chunk_size,
             source.context.create_executor_mem_context(identity),
+            if source.context.get_config().enable_spill {
+                Some(Disk)
+            } else {
+                None
+            },
+            source.context.spill_metrics(),
         )))
     }
 }
@@ -86,12 +113,31 @@ impl BoxedExecutorBuilder for SortExecutor {
 impl SortExecutor {
     #[try_stream(boxed, ok = DataChunk, error = BatchError)]
     async fn do_execute(self: Box<Self>) {
+        let child_schema = self.child.schema().clone();
+        let mut need_to_spill = false;
+        // If the memory upper bound is less than 1MB, we don't need to check memory usage.
+        let check_memory = match self.memory_upper_bound {
+            Some(upper_bound) => upper_bound > SPILL_AT_LEAST_MEMORY,
+            None => true,
+        };
+
         let mut chunk_builder = DataChunkBuilder::new(self.schema.data_types(), self.chunk_size);
         let mut chunks = Vec::new_in(self.mem_context.global_allocator());
 
+        let mut input_stream = self.child.execute();
         #[for_await]
-        for chunk in self.child.execute() {
-            chunks.push(chunk?.compact());
+        for chunk in &mut input_stream {
+            let chunk = chunk?.compact();
+            let chunk_estimated_heap_size = chunk.estimated_heap_size();
+            chunks.push(chunk);
+            if !self.mem_context.add(chunk_estimated_heap_size as i64) && check_memory {
+                if self.spill_backend.is_some() {
+                    need_to_spill = true;
+                    break;
+                } else {
+                    Err(BatchError::OutOfMemory(self.mem_context.mem_limit()))?;
+                }
+            }
         }
 
         let mut encoded_rows =
@@ -99,24 +145,113 @@ impl SortExecutor {
 
         for chunk in &chunks {
             let encoded_chunk = encode_chunk(chunk, &self.column_orders)?;
+            let chunk_estimated_heap_size = encoded_chunk
+                .iter()
+                .map(|x| x.estimated_heap_size())
+                .sum::<usize>();
             encoded_rows.extend(
                 encoded_chunk
                     .into_iter()
                     .enumerate()
                     .map(|(row_id, row)| (chunk.row_at_unchecked_vis(row_id), row)),
             );
+            if !self.mem_context.add(chunk_estimated_heap_size as i64) && check_memory {
+                if self.spill_backend.is_some() {
+                    need_to_spill = true;
+                    break;
+                } else {
+                    Err(BatchError::OutOfMemory(self.mem_context.mem_limit()))?;
+                }
+            }
         }
 
-        encoded_rows.sort_unstable_by(|(_, a), (_, b)| a.cmp(b));
+        if need_to_spill {
+            // A spilling version of sort, a.k.a. external sort.
+            // When SortExecutor told memory is insufficient, SortSpillManager will start to partition the sort buffer and spill to disk.
+            // After spilling the sort buffer, SortSpillManager will consume all chunks from its input executor.
+            // Finally, we would get e.g. 20 partitions. Each partition should contain a portion of the original input data.
+            // A sub SortExecutor would be used to sort each partition respectively and then a MergeSortExecutor would be used to merge all sorted partitions.
+            // If memory is still not enough in the sub SortExecutor, it will spill its inputs recursively.
+            info!("batch sort executor {} starts to spill out", &self.identity);
+            let mut sort_spill_manager = SortSpillManager::new(
+                self.spill_backend.clone().unwrap(),
+                &self.identity,
+                DEFAULT_SPILL_PARTITION_NUM,
+                child_schema.data_types(),
+                self.chunk_size,
+                self.spill_metrics.clone(),
+            )?;
+            sort_spill_manager.init_writers().await?;
 
-        for (row, _) in encoded_rows {
-            if let Some(spilled) = chunk_builder.append_one_row(row) {
-                yield spilled
+            // Release memory
+            drop(encoded_rows);
+
+            // Spill buffer
+            for chunk in chunks {
+                sort_spill_manager.write_input_chunk(chunk).await?;
             }
-        }
 
-        if let Some(spilled) = chunk_builder.consume_all() {
-            yield spilled
+            // Spill input chunks.
+            #[for_await]
+            for chunk in input_stream {
+                let chunk: DataChunk = chunk?;
+                sort_spill_manager.write_input_chunk(chunk).await?;
+            }
+
+            sort_spill_manager.close_writers().await?;
+
+            let partition_num = sort_spill_manager.partition_num;
+            // Merge sorted-partitions
+            let mut sorted_inputs: Vec<BoxedExecutor> = Vec::with_capacity(partition_num);
+            for i in 0..partition_num {
+                let partition_size = sort_spill_manager.estimate_partition_size(i).await?;
+
+                let input_stream = sort_spill_manager.read_input_partition(i).await?;
+
+                let sub_sort_executor: SortExecutor = SortExecutor::new_inner(
+                    Box::new(WrapStreamExecutor::new(child_schema.clone(), input_stream)),
+                    self.column_orders.clone(),
+                    format!("{}-sub{}", self.identity.clone(), i),
+                    self.chunk_size,
+                    self.mem_context.clone(),
+                    self.spill_backend.clone(),
+                    self.spill_metrics.clone(),
+                    Some(partition_size),
+                );
+
+                debug!(
+                    "create sub_sort {} for sort {} to spill",
+                    sub_sort_executor.identity, self.identity
+                );
+
+                sorted_inputs.push(Box::new(sub_sort_executor));
+            }
+
+            let merge_sort = MergeSortExecutor::new(
+                sorted_inputs,
+                self.column_orders.clone(),
+                self.schema.clone(),
+                format!("{}-merge-sort", self.identity.clone()),
+                self.chunk_size,
+                self.mem_context.clone(),
+            );
+
+            #[for_await]
+            for chunk in Box::new(merge_sort).execute() {
+                yield chunk?;
+            }
+        } else {
+            encoded_rows.sort_unstable_by(|(_, a), (_, b)| a.cmp(b));
+
+            for (row, _) in encoded_rows {
+                if let Some(spilled) = chunk_builder.append_one_row(row) {
+                    yield spilled
+                }
+            }
+
+            if let Some(spilled) = chunk_builder.consume_all() {
+                yield spilled
+            }
         }
     }
 }
@@ -124,10 +259,34 @@ impl SortExecutor {
 impl SortExecutor {
     pub fn new(
         child: BoxedExecutor,
-        column_orders: Vec<ColumnOrder>,
+        column_orders: Arc<Vec<ColumnOrder>>,
         identity: String,
         chunk_size: usize,
         mem_context: MemoryContext,
+        spill_backend: Option<SpillBackend>,
+        spill_metrics: Arc<BatchSpillMetrics>,
+    ) -> Self {
+        Self::new_inner(
+            child,
+            column_orders,
+            identity,
+            chunk_size,
+            mem_context,
+            spill_backend,
+            spill_metrics,
+            None,
+        )
+    }
+
+    fn new_inner(
+        child: BoxedExecutor,
+        column_orders: Arc<Vec<ColumnOrder>>,
+        identity: String,
+        chunk_size: usize,
+        mem_context: MemoryContext,
+        spill_backend: Option<SpillBackend>,
+        spill_metrics: Arc<BatchSpillMetrics>,
+        memory_upper_bound: Option<u64>,
     ) -> Self {
         let schema = child.schema().clone();
         Self {
@@ -137,18 +296,138 @@ impl SortExecutor {
             schema,
             chunk_size,
             mem_context,
+            spill_backend,
+            spill_metrics,
+            memory_upper_bound,
         }
     }
 }
 
+/// `SortSpillManager` is used to manage how to write spill data file and read them back.
+/// The spill data first need to be partitioned in a round-robin way. Each partition contains 1 file: `input_chunks_file`
+/// The spill file consume a data chunk and serialize the chunk into a protobuf bytes.
+/// Finally, spill file content will look like the below.
+/// The file write pattern is append-only and the read pattern is sequential scan.
+/// This can maximize the disk IO performance.
+///
+/// ```text
+/// [proto_len]
+/// [proto_bytes]
+/// ...
+/// [proto_len]
+/// [proto_bytes]
+/// ```
+struct SortSpillManager {
+    op: SpillOp,
+    partition_num: usize,
+    round_robin_idx: usize,
+    input_writers: Vec<opendal::Writer>,
+    input_chunk_builders: Vec<DataChunkBuilder>,
+    child_data_types: Vec<DataType>,
+    spill_chunk_size: usize,
+    spill_metrics: Arc<BatchSpillMetrics>,
+}
+
+impl SortSpillManager {
+    fn new(
+        spill_backend: SpillBackend,
+        agg_identity: &String,
+        partition_num: usize,
+        child_data_types: Vec<DataType>,
+        spill_chunk_size: usize,
+        spill_metrics: Arc<BatchSpillMetrics>,
+    ) -> Result<Self> {
+        let suffix_uuid = uuid::Uuid::new_v4();
+        let dir = format!("/{}-{}/", agg_identity, suffix_uuid);
+        let op = SpillOp::create(dir, spill_backend)?;
+        let input_writers = Vec::with_capacity(partition_num);
+        let input_chunk_builders = Vec::with_capacity(partition_num);
+        Ok(Self {
+            op,
+            partition_num,
+            input_writers,
+            input_chunk_builders,
+            round_robin_idx: 0,
+            child_data_types,
+            spill_chunk_size,
+            spill_metrics,
+        })
+    }
+
+    async fn init_writers(&mut self) -> Result<()> {
+        for i in 0..self.partition_num {
+            let partition_file_name = format!("input-chunks-p{}", i);
+            let w = self.op.writer_with(&partition_file_name).await?;
+            self.input_writers.push(w);
+            self.input_chunk_builders.push(DataChunkBuilder::new(
+                self.child_data_types.clone(),
+                self.spill_chunk_size,
+            ));
+        }
+        Ok(())
+    }
+
+    async fn write_input_chunk(&mut self, chunk: DataChunk) -> Result<()> {
+        for row in chunk.rows() {
+            let partition = self.round_robin_idx;
+            if let Some(chunk) = self.input_chunk_builders[partition].append_one_row(row) {
+                let chunk_pb: PbDataChunk = chunk.to_protobuf();
+                let buf = Message::encode_to_vec(&chunk_pb);
+                let len_bytes = Bytes::copy_from_slice(&(buf.len() as u32).to_le_bytes());
+                self.spill_metrics
+                    .batch_spill_write_bytes
+                    .inc_by((buf.len() + len_bytes.len()) as u64);
+                self.input_writers[partition].write(len_bytes).await?;
+                self.input_writers[partition].write(buf).await?;
+            }
+            self.round_robin_idx = (self.round_robin_idx + 1) % self.partition_num;
+        }
+        Ok(())
+    }
+
+    async fn close_writers(&mut self) -> Result<()> {
+        for partition in 0..self.partition_num {
+            if let Some(output_chunk) = self.input_chunk_builders[partition].consume_all() {
+                let chunk_pb: PbDataChunk = output_chunk.to_protobuf();
+                let buf = Message::encode_to_vec(&chunk_pb);
+                let len_bytes = Bytes::copy_from_slice(&(buf.len() as u32).to_le_bytes());
+                self.spill_metrics
+                    .batch_spill_write_bytes
+                    .inc_by((buf.len() + len_bytes.len()) as u64);
+                self.input_writers[partition].write(len_bytes).await?;
+                self.input_writers[partition].write(buf).await?;
+            }
+        }
+
+        for mut w in self.input_writers.drain(..) {
+            w.close().await?;
+        }
+        Ok(())
+    }
+
+    async fn read_input_partition(&mut self, partition: usize) -> Result<BoxedDataChunkStream> {
+        let input_partition_file_name = format!("input-chunks-p{}", partition);
+        let r = self.op.reader_with(&input_partition_file_name).await?;
+        Ok(SpillOp::read_stream(r, self.spill_metrics.clone()))
+    }
+
+    async fn estimate_partition_size(&self, partition: usize) -> Result<u64> {
+        let input_partition_file_name = format!("input-chunks-p{}", partition);
+        let input_size = self
+            .op
+            .stat(&input_partition_file_name)
+            .await?
+            .content_length();
+        Ok(input_size)
+    }
+}
+
 #[cfg(test)]
 mod tests {
     use futures::StreamExt;
     use risingwave_common::array::*;
     use risingwave_common::catalog::Field;
-    use risingwave_common::types::{
-        DataType, Date, Interval, Scalar, StructType, Time, Timestamp, F32,
-    };
+    use risingwave_common::types::{Date, Interval, Scalar, StructType, Time, Timestamp, F32};
     use risingwave_common::util::sort_util::OrderType;
 
     use super::*;
@@ -184,10 +463,12 @@ mod tests {
 
         let order_by_executor = Box::new(SortExecutor::new(
             Box::new(mock_executor),
-            column_orders,
+            Arc::new(column_orders),
             "SortExecutor2".to_string(),
             CHUNK_SIZE,
             MemoryContext::none(),
+            None,
+            BatchSpillMetrics::for_test(),
         ));
         let fields = &order_by_executor.schema().fields;
         assert_eq!(fields[0].data_type, DataType::Int32);
@@ -234,10 +515,12 @@ mod tests {
         ];
         let order_by_executor = Box::new(SortExecutor::new(
             Box::new(mock_executor),
-            column_orders,
+            Arc::new(column_orders),
             "SortExecutor2".to_string(),
             CHUNK_SIZE,
             MemoryContext::none(),
+            None,
+            BatchSpillMetrics::for_test(),
         ));
         let fields = &order_by_executor.schema().fields;
         assert_eq!(fields[0].data_type, DataType::Float32);
@@ -284,10 +567,12 @@ mod tests {
         ];
         let order_by_executor = Box::new(SortExecutor::new(
             Box::new(mock_executor),
-            column_orders,
+            Arc::new(column_orders),
             "SortExecutor2".to_string(),
             CHUNK_SIZE,
             MemoryContext::none(),
+            None,
+            BatchSpillMetrics::for_test(),
         ));
         let fields = &order_by_executor.schema().fields;
         assert_eq!(fields[0].data_type, DataType::Varchar);
@@ -359,10 +644,12 @@ mod tests {
         ];
         let order_by_executor = Box::new(SortExecutor::new(
             Box::new(mock_executor),
-            column_orders,
+            Arc::new(column_orders),
             "SortExecutor".to_string(),
             CHUNK_SIZE,
             MemoryContext::none(),
+            None,
+            BatchSpillMetrics::for_test(),
         ));
 
         let mut stream = order_by_executor.execute();
@@ -439,10 +726,12 @@ mod tests {
         ];
         let order_by_executor = Box::new(SortExecutor::new(
             Box::new(mock_executor),
-            column_orders,
+            Arc::new(column_orders),
             "SortExecutor".to_string(),
             CHUNK_SIZE,
             MemoryContext::none(),
+            None,
+            BatchSpillMetrics::for_test(),
         ));
 
         let mut stream = order_by_executor.execute();
@@ -545,10 +834,12 @@ mod tests {
         ];
         let order_by_executor = Box::new(SortExecutor::new(
             Box::new(mock_executor),
-            column_orders,
+            column_orders.into(),
             "SortExecutor".to_string(),
             CHUNK_SIZE,
             MemoryContext::none(),
+            None,
+            BatchSpillMetrics::for_test(),
         ));
 
         let mut stream = order_by_executor.execute();
@@ -693,14 +984,70 @@ mod tests {
         ];
         let order_by_executor = Box::new(SortExecutor::new(
             Box::new(mock_executor),
-            column_orders,
+            Arc::new(column_orders),
             "SortExecutor".to_string(),
             CHUNK_SIZE,
             MemoryContext::none(),
+            None,
+            BatchSpillMetrics::for_test(),
         ));
 
         let mut stream = order_by_executor.execute();
         let res = stream.next().await;
         assert_eq!(res.unwrap().unwrap(), output_chunk)
     }
+
+    #[tokio::test]
+    async fn test_spill_out() {
+        let schema = Schema {
+            fields: vec![
+                Field::unnamed(DataType::Float32),
+                Field::unnamed(DataType::Float64),
+            ],
+        };
+        let mut mock_executor = MockExecutor::new(schema);
+        mock_executor.add(DataChunk::from_pretty(
+            " f    F
+             -2.2  3.3
+             -1.1  2.2
+              1.1  1.1
+              2.2 -1.1
+              3.3 -2.2",
+        ));
+        let column_orders = vec![
+            ColumnOrder {
+                column_index: 1,
+                order_type: OrderType::ascending(),
+            },
+            ColumnOrder {
+                column_index: 0,
+                order_type: OrderType::ascending(),
+            },
+        ];
+        let order_by_executor = Box::new(SortExecutor::new(
+            Box::new(mock_executor),
+            Arc::new(column_orders),
+            "SortExecutor2".to_string(),
+            CHUNK_SIZE,
+            MemoryContext::for_spill_test(),
+            Some(SpillBackend::Memory),
+            BatchSpillMetrics::for_test(),
+        ));
+        let fields = &order_by_executor.schema().fields;
+        assert_eq!(fields[0].data_type, DataType::Float32);
+        assert_eq!(fields[1].data_type, DataType::Float64);
+
+        let mut stream = order_by_executor.execute();
+        let res = stream.next().await;
+        assert!(res.is_some());
+        if let Some(res) = res {
+            let res = res.unwrap();
+            let col0 = res.column_at(0);
+            assert_eq!(col0.as_float32().value_at(0), Some(3.3.into()));
+            assert_eq!(col0.as_float32().value_at(1), Some(2.2.into()));
+            assert_eq!(col0.as_float32().value_at(2), Some(1.1.into()));
+            assert_eq!(col0.as_float32().value_at(3), Some((-1.1).into()));
+            assert_eq!(col0.as_float32().value_at(4), Some((-2.2).into()));
+        }
+    }
 }
diff --git a/src/batch/src/executor/project_set.rs b/src/batch/src/executor/project_set.rs
index 7784159eb6c70..17eaadab76da2 100644
--- a/src/batch/src/executor/project_set.rs
+++ b/src/batch/src/executor/project_set.rs
@@ -100,7 +100,7 @@ impl ProjectSetExecutor {
                                     && i == row_idx
                                 {
                                     valid = true;
-                                    value
+                                    value?
                                 } else {
                                     None
                                 }
diff --git a/src/batch/src/executor/row_seq_scan.rs b/src/batch/src/executor/row_seq_scan.rs
index 988122218479f..505702ffa021b 100644
--- a/src/batch/src/executor/row_seq_scan.rs
+++ b/src/batch/src/executor/row_seq_scan.rs
@@ -31,7 +31,7 @@ use risingwave_pb::common::BatchQueryEpoch;
 use risingwave_pb::plan_common::StorageTableDesc;
 use risingwave_storage::store::PrefetchOptions;
 use risingwave_storage::table::batch_table::storage_table::StorageTable;
-use risingwave_storage::table::{collect_data_chunk, TableDistribution};
+use risingwave_storage::table::TableDistribution;
 use risingwave_storage::{dispatch_state_store, StateStore};
 
 use crate::error::{BatchError, Result};
@@ -387,7 +387,7 @@ impl<S: StateStore> RowSeqScanExecutor<S> {
         // Range Scan.
         assert!(pk_prefix.len() < table.pk_indices().len());
         let iter = table
-            .batch_iter_with_pk_bounds(
+            .batch_chunk_iter_with_pk_bounds(
                 epoch.into(),
                 &pk_prefix,
                 (
@@ -419,6 +419,7 @@ impl<S: StateStore> RowSeqScanExecutor<S> {
                     },
                 ),
                 ordered,
+                chunk_size,
                 PrefetchOptions::new(limit.is_none(), true),
             )
             .await?;
@@ -427,9 +428,7 @@ impl<S: StateStore> RowSeqScanExecutor<S> {
         loop {
             let timer = histogram.as_ref().map(|histogram| histogram.start_timer());
 
-            let chunk = collect_data_chunk(&mut iter, table.schema(), Some(chunk_size))
-                .await
-                .map_err(BatchError::from)?;
+            let chunk = iter.next().await.transpose().map_err(BatchError::from)?;
 
             if let Some(timer) = timer {
                 timer.observe_duration()
diff --git a/src/batch/src/executor/source.rs b/src/batch/src/executor/source.rs
index 357d7aae84d3f..c71f94ae36b09 100644
--- a/src/batch/src/executor/source.rs
+++ b/src/batch/src/executor/source.rs
@@ -12,7 +12,6 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::HashMap;
 use std::sync::Arc;
 
 use futures::StreamExt;
@@ -65,8 +64,7 @@ impl BoxedExecutorBuilder for SourceExecutor {
         )?;
 
         // prepare connector source
-        let source_props: HashMap<String, String> =
-            HashMap::from_iter(source_node.with_properties.clone());
+        let source_props = source_node.with_properties.clone();
         let config =
             ConnectorProperties::extract(source_props, false).map_err(BatchError::connector)?;
 
diff --git a/src/batch/src/executor/table_function.rs b/src/batch/src/executor/table_function.rs
index 232097cef3549..8ced12ebbf2ca 100644
--- a/src/batch/src/executor/table_function.rs
+++ b/src/batch/src/executor/table_function.rs
@@ -16,7 +16,7 @@ use futures_async_stream::try_stream;
 use risingwave_common::array::{ArrayImpl, DataChunk};
 use risingwave_common::catalog::{Field, Schema};
 use risingwave_common::types::DataType;
-use risingwave_expr::table_function::{build_from_prost, BoxedTableFunction};
+use risingwave_expr::table_function::{build_from_prost, check_error, BoxedTableFunction};
 use risingwave_pb::batch_plan::plan_node::NodeBody;
 
 use super::{BoxedExecutor, BoxedExecutorBuilder};
@@ -54,6 +54,7 @@ impl TableFunctionExecutor {
         #[for_await]
         for chunk in self.table_function.eval(&dummy_chunk).await {
             let chunk = chunk?;
+            check_error(&chunk)?;
             // remove the first column and expand the second column if its data type is struct
             yield match chunk.column_at(1).as_ref() {
                 ArrayImpl::Struct(struct_array) => struct_array.into(),
diff --git a/src/batch/src/executor/test_utils.rs b/src/batch/src/executor/test_utils.rs
index 0deee6da0a5bc..1d949d6e0e06a 100644
--- a/src/batch/src/executor/test_utils.rs
+++ b/src/batch/src/executor/test_utils.rs
@@ -75,7 +75,7 @@ pub fn gen_sorted_data(
         let mut array_builder = DataType::Int64.create_array_builder(batch_size);
 
         for _ in 0..batch_size {
-            array_builder.append(&data_gen.generate_datum(0));
+            array_builder.append(data_gen.generate_datum(0));
         }
 
         let array = array_builder.finish();
@@ -102,7 +102,7 @@ pub fn gen_projected_data(
         let mut array_builder = DataType::Int64.create_array_builder(batch_size);
 
         for j in 0..batch_size {
-            array_builder.append(&data_gen.generate_datum(((i + 1) * (j + 1)) as u64));
+            array_builder.append(data_gen.generate_datum(((i + 1) * (j + 1)) as u64));
         }
 
         let chunk = DataChunk::new(vec![array_builder.finish().into()], batch_size);
diff --git a/src/batch/src/lib.rs b/src/batch/src/lib.rs
index 2cf92d6ab08be..3a29e2a90b27e 100644
--- a/src/batch/src/lib.rs
+++ b/src/batch/src/lib.rs
@@ -38,7 +38,7 @@ pub mod execution;
 pub mod executor;
 pub mod monitor;
 pub mod rpc;
-mod spill;
+pub mod spill;
 pub mod task;
 pub mod worker_manager;
 
diff --git a/src/batch/src/monitor/stats.rs b/src/batch/src/monitor/stats.rs
index 644f471cc3c1e..58c8997c0b193 100644
--- a/src/batch/src/monitor/stats.rs
+++ b/src/batch/src/monitor/stats.rs
@@ -14,7 +14,8 @@
 
 use std::sync::{Arc, LazyLock};
 
-use prometheus::{IntGauge, Registry};
+use prometheus::core::{AtomicU64, GenericCounter};
+use prometheus::{register_int_counter_with_registry, IntGauge, Registry};
 use risingwave_common::metrics::{
     LabelGuardedGauge, LabelGuardedGaugeVec, LabelGuardedHistogramVec, LabelGuardedIntCounterVec,
     LabelGuardedIntGauge, LabelGuardedIntGaugeVec, TrAdderGauge,
@@ -302,3 +303,37 @@ impl BatchManagerMetrics {
         Arc::new(GLOBAL_BATCH_MANAGER_METRICS.clone())
     }
 }
+
+#[derive(Clone)]
+pub struct BatchSpillMetrics {
+    pub batch_spill_read_bytes: GenericCounter<AtomicU64>,
+    pub batch_spill_write_bytes: GenericCounter<AtomicU64>,
+}
+
+pub static GLOBAL_BATCH_SPILL_METRICS: LazyLock<BatchSpillMetrics> =
+    LazyLock::new(|| BatchSpillMetrics::new(&GLOBAL_METRICS_REGISTRY));
+
+impl BatchSpillMetrics {
+    fn new(registry: &Registry) -> Self {
+        let batch_spill_read_bytes = register_int_counter_with_registry!(
+            "batch_spill_read_bytes",
+            "Total bytes of requests read from spill files",
+            registry,
+        )
+        .unwrap();
+        let batch_spill_write_bytes = register_int_counter_with_registry!(
+            "batch_spill_write_bytes",
+            "Total bytes of requests write to spill files",
+            registry,
+        )
+        .unwrap();
+        Self {
+            batch_spill_read_bytes,
+            batch_spill_write_bytes,
+        }
+    }
+
+    pub fn for_test() -> Arc<Self> {
+        Arc::new(GLOBAL_BATCH_SPILL_METRICS.clone())
+    }
+}
diff --git a/src/batch/src/spill/spill_op.rs b/src/batch/src/spill/spill_op.rs
index 70334c4c89795..4086db46aa538 100644
--- a/src/batch/src/spill/spill_op.rs
+++ b/src/batch/src/spill/spill_op.rs
@@ -14,20 +14,23 @@
 
 use std::hash::BuildHasher;
 use std::ops::{Deref, DerefMut};
+use std::sync::{Arc, LazyLock};
 
 use anyhow::anyhow;
 use futures_async_stream::try_stream;
 use futures_util::AsyncReadExt;
 use opendal::layers::RetryLayer;
-use opendal::services::Fs;
+use opendal::services::{Fs, Memory};
 use opendal::Operator;
 use prost::Message;
 use risingwave_common::array::DataChunk;
 use risingwave_pb::data::DataChunk as PbDataChunk;
 use thiserror_ext::AsReport;
+use tokio::sync::Mutex;
 use twox_hash::XxHash64;
 
 use crate::error::{BatchError, Result};
+use crate::monitor::BatchSpillMetrics;
 
 const RW_BATCH_SPILL_DIR_ENV: &str = "RW_BATCH_SPILL_DIR";
 pub const DEFAULT_SPILL_PARTITION_NUM: usize = 20;
@@ -36,26 +39,61 @@ const RW_MANAGED_SPILL_DIR: &str = "/rw_batch_spill/";
 const DEFAULT_IO_BUFFER_SIZE: usize = 256 * 1024;
 const DEFAULT_IO_CONCURRENT_TASK: usize = 8;
 
+#[derive(Clone)]
+pub enum SpillBackend {
+    Disk,
+    /// Only for testing purpose
+    Memory,
+}
+
 /// `SpillOp` is used to manage the spill directory of the spilling executor and it will drop the directory with a RAII style.
 pub struct SpillOp {
     pub op: Operator,
 }
 
 impl SpillOp {
-    pub fn create(path: String) -> Result<SpillOp> {
+    pub fn create(path: String, spill_backend: SpillBackend) -> Result<SpillOp> {
         assert!(path.ends_with('/'));
 
         let spill_dir =
             std::env::var(RW_BATCH_SPILL_DIR_ENV).unwrap_or_else(|_| DEFAULT_SPILL_DIR.to_string());
         let root = format!("/{}/{}/{}/", spill_dir, RW_MANAGED_SPILL_DIR, path);
 
+        let op = match spill_backend {
+            SpillBackend::Disk => {
+                let mut builder = Fs::default();
+                builder.root(&root);
+                Operator::new(builder)?
+                    .layer(RetryLayer::default())
+                    .finish()
+            }
+            SpillBackend::Memory => {
+                let mut builder = Memory::default();
+                builder.root(&root);
+                Operator::new(builder)?
+                    .layer(RetryLayer::default())
+                    .finish()
+            }
+        };
+        Ok(SpillOp { op })
+    }
+
+    pub async fn clean_spill_directory() -> opendal::Result<()> {
+        static LOCK: LazyLock<Mutex<usize>> = LazyLock::new(|| Mutex::new(0));
+        let _guard = LOCK.lock().await;
+
+        let spill_dir =
+            std::env::var(RW_BATCH_SPILL_DIR_ENV).unwrap_or_else(|_| DEFAULT_SPILL_DIR.to_string());
+        let root = format!("/{}/{}/", spill_dir, RW_MANAGED_SPILL_DIR);
+
         let mut builder = Fs::default();
         builder.root(&root);
 
         let op: Operator = Operator::new(builder)?
             .layer(RetryLayer::default())
             .finish();
-        Ok(SpillOp { op })
+
+        op.remove_all("/").await
     }
 
     pub async fn writer_with(&self, name: &str) -> Result<opendal::Writer> {
@@ -85,7 +123,7 @@ impl SpillOp {
     /// [proto_bytes]
     /// ```
     #[try_stream(boxed, ok = DataChunk, error = BatchError)]
-    pub async fn read_stream(mut reader: opendal::Reader) {
+    pub async fn read_stream(mut reader: opendal::Reader, spill_metrics: Arc<BatchSpillMetrics>) {
         let mut buf = [0u8; 4];
         loop {
             if let Err(err) = reader.read_exact(&mut buf).await {
@@ -96,6 +134,7 @@ impl SpillOp {
                 }
             }
             let len = u32::from_le_bytes(buf) as usize;
+            spill_metrics.batch_spill_read_bytes.inc_by(len as u64 + 4);
             let mut buf = vec![0u8; len];
             reader.read_exact(&mut buf).await.map_err(|e| anyhow!(e))?;
             let chunk_pb: PbDataChunk = Message::decode(buf.as_slice()).map_err(|e| anyhow!(e))?;
diff --git a/src/batch/src/task/context.rs b/src/batch/src/task/context.rs
index f633439675eb1..9fd998875d00e 100644
--- a/src/batch/src/task/context.rs
+++ b/src/batch/src/task/context.rs
@@ -26,7 +26,9 @@ use risingwave_storage::StateStoreImpl;
 
 use super::TaskId;
 use crate::error::Result;
-use crate::monitor::{BatchMetricsWithTaskLabels, BatchMetricsWithTaskLabelsInner};
+use crate::monitor::{
+    BatchMetricsWithTaskLabels, BatchMetricsWithTaskLabelsInner, BatchSpillMetrics,
+};
 use crate::task::{BatchEnvironment, TaskOutput, TaskOutputId};
 use crate::worker_manager::worker_node_manager::WorkerNodeManagerRef;
 
@@ -53,6 +55,8 @@ pub trait BatchTaskContext: Clone + Send + Sync + 'static {
     /// None indicates that not collect task metrics.
     fn batch_metrics(&self) -> Option<BatchMetricsWithTaskLabels>;
 
+    fn spill_metrics(&self) -> Arc<BatchSpillMetrics>;
+
     /// Get compute client pool. This is used in grpc exchange to avoid creating new compute client
     /// for each grpc call.
     fn client_pool(&self) -> ComputeClientPoolRef;
@@ -104,6 +108,10 @@ impl BatchTaskContext for ComputeNodeContext {
         self.batch_metrics.clone()
     }
 
+    fn spill_metrics(&self) -> Arc<BatchSpillMetrics> {
+        self.env.spill_metrics()
+    }
+
     fn client_pool(&self) -> ComputeClientPoolRef {
         self.env.client_pool()
     }
diff --git a/src/batch/src/task/env.rs b/src/batch/src/task/env.rs
index 3e91551a6db4a..ecb7a3a8d3ebb 100644
--- a/src/batch/src/task/env.rs
+++ b/src/batch/src/task/env.rs
@@ -22,7 +22,9 @@ use risingwave_dml::dml_manager::DmlManagerRef;
 use risingwave_rpc_client::ComputeClientPoolRef;
 use risingwave_storage::StateStoreImpl;
 
-use crate::monitor::{BatchExecutorMetrics, BatchManagerMetrics, BatchTaskMetrics};
+use crate::monitor::{
+    BatchExecutorMetrics, BatchManagerMetrics, BatchSpillMetrics, BatchTaskMetrics,
+};
 use crate::task::BatchManager;
 
 /// The global environment for task execution.
@@ -59,6 +61,9 @@ pub struct BatchEnvironment {
     /// Metrics for source.
     source_metrics: Arc<SourceMetrics>,
 
+    /// Batch spill metrics
+    spill_metrics: Arc<BatchSpillMetrics>,
+
     metric_level: MetricLevel,
 }
 
@@ -75,6 +80,7 @@ impl BatchEnvironment {
         client_pool: ComputeClientPoolRef,
         dml_manager: DmlManagerRef,
         source_metrics: Arc<SourceMetrics>,
+        spill_metrics: Arc<BatchSpillMetrics>,
         metric_level: MetricLevel,
     ) -> Self {
         BatchEnvironment {
@@ -88,6 +94,7 @@ impl BatchEnvironment {
             client_pool,
             dml_manager,
             source_metrics,
+            spill_metrics,
             metric_level,
         }
     }
@@ -116,6 +123,7 @@ impl BatchEnvironment {
             dml_manager: Arc::new(DmlManager::for_test()),
             source_metrics: Arc::new(SourceMetrics::default()),
             executor_metrics: Arc::new(BatchExecutorMetrics::for_test()),
+            spill_metrics: BatchSpillMetrics::for_test(),
             metric_level: MetricLevel::Debug,
         }
     }
@@ -164,6 +172,10 @@ impl BatchEnvironment {
         self.source_metrics.clone()
     }
 
+    pub fn spill_metrics(&self) -> Arc<BatchSpillMetrics> {
+        self.spill_metrics.clone()
+    }
+
     pub fn metric_level(&self) -> MetricLevel {
         self.metric_level
     }
diff --git a/src/bench/sink_bench/main.rs b/src/bench/sink_bench/main.rs
index cfb506fa2efab..c063a8ca0cee7 100644
--- a/src/bench/sink_bench/main.rs
+++ b/src/bench/sink_bench/main.rs
@@ -17,7 +17,7 @@
 #![feature(let_chains)]
 
 use core::str::FromStr;
-use std::collections::HashMap;
+use std::collections::{BTreeMap, HashMap};
 
 use anyhow::anyhow;
 use clap::Parser;
@@ -209,7 +209,6 @@ impl MockDatagenSource {
         .unwrap();
         let parser_config = ParserConfig {
             specific: SpecificParserConfig {
-                key_encoding_config: None,
                 encoding_config: EncodingProperties::Native,
                 protocol_config: ProtocolProperties::Native,
             },
@@ -357,9 +356,9 @@ fn read_table_schema_from_yml(path: &str) -> TableSchemaFromYml {
     table
 }
 
-fn read_sink_option_from_yml(path: &str) -> HashMap<String, HashMap<String, String>> {
+fn read_sink_option_from_yml(path: &str) -> HashMap<String, BTreeMap<String, String>> {
     let data = std::fs::read_to_string(path).unwrap();
-    let sink_option: HashMap<String, HashMap<String, String>> =
+    let sink_option: HashMap<String, BTreeMap<String, String>> =
         serde_yaml::from_str(&data).unwrap();
     sink_option
 }
diff --git a/src/common/Cargo.toml b/src/common/Cargo.toml
index e5b4a2feaa2a0..9fd9415cb7ccd 100644
--- a/src/common/Cargo.toml
+++ b/src/common/Cargo.toml
@@ -19,12 +19,16 @@ anyhow = "1"
 arc-swap = "1"
 arrow-array = { workspace = true }
 arrow-array-deltalake = { workspace = true }
+arrow-array-iceberg = { workspace = true }
 arrow-buffer = { workspace = true }
 arrow-buffer-deltalake = { workspace = true }
+arrow-buffer-iceberg = { workspace = true }
 arrow-cast = { workspace = true }
 arrow-cast-deltalake = { workspace = true }
+arrow-cast-iceberg = { workspace = true }
 arrow-schema = { workspace = true }
 arrow-schema-deltalake = { workspace = true }
+arrow-schema-iceberg = { workspace = true }
 async-trait = "0.1"
 auto_enums = { workspace = true }
 auto_impl = "1"
diff --git a/src/common/metrics/src/relabeled_metric.rs b/src/common/metrics/src/relabeled_metric.rs
index 3ccbcb201c5c7..8c0582f15f875 100644
--- a/src/common/metrics/src/relabeled_metric.rs
+++ b/src/common/metrics/src/relabeled_metric.rs
@@ -24,8 +24,9 @@ use crate::{
 /// - when `metric_level` <= `relabel_threshold`, they behaves exactly the same as their inner
 ///   metric.
 /// - when `metric_level` > `relabel_threshold`, all their input label values are rewrite to "" when
-/// calling `with_label_values`. That's means the metric vec is aggregated into a single metric.
-
+///   calling `with_label_values`. That's means the metric vec is aggregated into a single metric.
+///
+///
 /// These wrapper classes add a `metric_level` field to corresponding metric.
 /// We could have use one single struct to represent all `MetricVec<T: MetricVecBuilder>`, rather
 /// than specializing them one by one. However, that's undoable because prometheus crate doesn't
diff --git a/src/common/src/array/arrow/arrow_deltalake.rs b/src/common/src/array/arrow/arrow_deltalake.rs
index c9f4052e2036d..7dd6478ba50f7 100644
--- a/src/common/src/array/arrow/arrow_deltalake.rs
+++ b/src/common/src/array/arrow/arrow_deltalake.rs
@@ -26,6 +26,7 @@ use {
     arrow_array_deltalake as arrow_array, arrow_buffer_deltalake as arrow_buffer,
     arrow_cast_deltalake as arrow_cast, arrow_schema_deltalake as arrow_schema,
 };
+type ArrowIntervalType = i128;
 
 use self::arrow_impl::ToArrow;
 use crate::array::{Array, ArrayError, DataChunk, Decimal, DecimalArray};
diff --git a/src/common/src/array/arrow/arrow_iceberg.rs b/src/common/src/array/arrow/arrow_iceberg.rs
index 72a49cb349370..ff23bc102ee6b 100644
--- a/src/common/src/array/arrow/arrow_iceberg.rs
+++ b/src/common/src/array/arrow/arrow_iceberg.rs
@@ -4,7 +4,7 @@
 // you may not use this file except in compliance with the License.
 // You may obtain a copy of the License at
 //
-//     http://www.apache.org/licenses/LICENSE-2.0
+// http://www.apache.org/licenses/LICENSE-2.0
 //
 // Unless required by applicable law or agreed to in writing, software
 // distributed under the License is distributed on an "AS IS" BASIS,
@@ -15,14 +15,101 @@
 use std::ops::{Div, Mul};
 use std::sync::Arc;
 
-use arrow_array::ArrayRef;
+use arrow_array_iceberg::{self as arrow_array, ArrayRef};
+use arrow_buffer_iceberg::IntervalMonthDayNano as ArrowIntervalType;
 use num_traits::abs;
+use {
+    arrow_buffer_iceberg as arrow_buffer, arrow_cast_iceberg as arrow_cast,
+    arrow_schema_iceberg as arrow_schema,
+};
 
-use super::{FromArrow, ToArrow};
-use crate::array::{Array, ArrayError, DecimalArray};
+use crate::array::{Array, ArrayError, ArrayImpl, DataChunk, DataType, DecimalArray};
+use crate::types::{Interval, StructType};
+
+impl ArrowIntervalTypeTrait for ArrowIntervalType {
+    fn to_interval(self) -> Interval {
+        // XXX: the arrow-rs decoding is incorrect
+        // let (months, days, ns) = arrow_array::types::IntervalMonthDayNanoType::to_parts(value);
+        Interval::from_month_day_usec(self.months, self.days, self.nanoseconds / 1000)
+    }
+
+    fn from_interval(value: Interval) -> Self {
+        // XXX: the arrow-rs encoding is incorrect
+        // arrow_array::types::IntervalMonthDayNanoType::make_value(
+        //     self.months(),
+        //     self.days(),
+        //     // TODO: this may overflow and we need `try_into`
+        //     self.usecs() * 1000,
+        // )
+        Self {
+            months: value.months(),
+            days: value.days(),
+            nanoseconds: value.usecs() * 1000,
+        }
+    }
+}
+
+#[path = "./arrow_impl.rs"]
+mod arrow_impl;
+
+use arrow_impl::{FromArrow, ToArrow};
+
+use crate::array::arrow::ArrowIntervalTypeTrait;
 
 pub struct IcebergArrowConvert;
 
+impl IcebergArrowConvert {
+    pub fn to_record_batch(
+        &self,
+        schema: arrow_schema::SchemaRef,
+        chunk: &DataChunk,
+    ) -> Result<arrow_array::RecordBatch, ArrayError> {
+        ToArrow::to_record_batch(self, schema, chunk)
+    }
+
+    pub fn chunk_from_record_batch(
+        &self,
+        batch: &arrow_array::RecordBatch,
+    ) -> Result<DataChunk, ArrayError> {
+        FromArrow::from_record_batch(self, batch)
+    }
+
+    pub fn to_arrow_field(
+        &self,
+        name: &str,
+        data_type: &DataType,
+    ) -> Result<arrow_schema::Field, ArrayError> {
+        ToArrow::to_arrow_field(self, name, data_type)
+    }
+
+    pub fn type_from_field(&self, field: &arrow_schema::Field) -> Result<DataType, ArrayError> {
+        FromArrow::from_field(self, field)
+    }
+
+    pub fn struct_from_fields(
+        &self,
+        fields: &arrow_schema::Fields,
+    ) -> Result<StructType, ArrayError> {
+        FromArrow::from_fields(self, fields)
+    }
+
+    pub fn to_arrow_array(
+        &self,
+        data_type: &arrow_schema::DataType,
+        array: &ArrayImpl,
+    ) -> Result<arrow_array::ArrayRef, ArrayError> {
+        ToArrow::to_array(self, data_type, array)
+    }
+
+    pub fn array_from_arrow_array(
+        &self,
+        field: &arrow_schema::Field,
+        array: &arrow_array::ArrayRef,
+    ) -> Result<ArrayImpl, ArrayError> {
+        FromArrow::from_array(self, field, array)
+    }
+}
+
 impl ToArrow for IcebergArrowConvert {
     #[inline]
     fn decimal_type_to_arrow(&self, name: &str) -> arrow_schema::Field {
@@ -88,10 +175,11 @@ impl FromArrow for IcebergArrowConvert {}
 mod test {
     use std::sync::Arc;
 
-    use arrow_array::ArrayRef;
+    use arrow_array_iceberg::{ArrayRef, Decimal128Array};
+    use arrow_schema_iceberg::DataType;
 
-    use crate::array::arrow::arrow_iceberg::IcebergArrowConvert;
-    use crate::array::arrow::ToArrow;
+    use super::arrow_impl::ToArrow;
+    use super::IcebergArrowConvert;
     use crate::array::{Decimal, DecimalArray};
 
     #[test]
@@ -104,10 +192,10 @@ mod test {
             Some(Decimal::Normalized("123.4".parse().unwrap())),
             Some(Decimal::Normalized("123.456".parse().unwrap())),
         ]);
-        let ty = arrow_schema::DataType::Decimal128(6, 3);
+        let ty = DataType::Decimal128(6, 3);
         let arrow_array = IcebergArrowConvert.decimal_to_arrow(&ty, &array).unwrap();
         let expect_array = Arc::new(
-            arrow_array::Decimal128Array::from(vec![
+            Decimal128Array::from(vec![
                 None,
                 None,
                 Some(999999),
diff --git a/src/common/src/array/arrow/arrow_impl.rs b/src/common/src/array/arrow/arrow_impl.rs
index 773efdd088e3d..35057f62f7740 100644
--- a/src/common/src/array/arrow/arrow_impl.rs
+++ b/src/common/src/array/arrow/arrow_impl.rs
@@ -43,11 +43,11 @@
 use std::fmt::Write;
 
 use arrow_buffer::OffsetBuffer;
-use chrono::{NaiveDateTime, NaiveTime};
+use chrono::{DateTime, NaiveDateTime, NaiveTime};
 use itertools::Itertools;
 
 // This is important because we want to use the arrow version specified by the outer mod.
-use super::{arrow_array, arrow_buffer, arrow_cast, arrow_schema};
+use super::{arrow_array, arrow_buffer, arrow_cast, arrow_schema, ArrowIntervalType};
 // Other import should always use the absolute path.
 use crate::array::*;
 use crate::types::*;
@@ -848,11 +848,9 @@ impl FromIntoArrow for Timestamp {
 
     fn from_arrow(value: Self::ArrowType) -> Self {
         Timestamp(
-            NaiveDateTime::from_timestamp_opt(
-                (value / 1_000_000) as _,
-                (value % 1_000_000 * 1000) as _,
-            )
-            .unwrap(),
+            DateTime::from_timestamp((value / 1_000_000) as _, (value % 1_000_000 * 1000) as _)
+                .unwrap()
+                .naive_utc(),
         )
     }
 
@@ -877,29 +875,14 @@ impl FromIntoArrow for Timestamptz {
 }
 
 impl FromIntoArrow for Interval {
-    type ArrowType = i128;
+    type ArrowType = ArrowIntervalType;
 
     fn from_arrow(value: Self::ArrowType) -> Self {
-        // XXX: the arrow-rs decoding is incorrect
-        // let (months, days, ns) = arrow_array::types::IntervalMonthDayNanoType::to_parts(value);
-        let months = value as i32;
-        let days = (value >> 32) as i32;
-        let ns = (value >> 64) as i64;
-        Interval::from_month_day_usec(months, days, ns / 1000)
+        <ArrowIntervalType as crate::array::arrow::ArrowIntervalTypeTrait>::to_interval(value)
     }
 
     fn into_arrow(self) -> Self::ArrowType {
-        // XXX: the arrow-rs encoding is incorrect
-        // arrow_array::types::IntervalMonthDayNanoType::make_value(
-        //     self.months(),
-        //     self.days(),
-        //     // TODO: this may overflow and we need `try_into`
-        //     self.usecs() * 1000,
-        // )
-        let m = self.months() as u128 & u32::MAX as u128;
-        let d = (self.days() as u128 & u32::MAX as u128) << 32;
-        let n = ((self.usecs() * 1000) as u128 & u64::MAX as u128) << 64;
-        (m | d | n) as i128
+        <ArrowIntervalType as crate::array::arrow::ArrowIntervalTypeTrait>::from_interval(self)
     }
 }
 
diff --git a/src/common/src/array/arrow/arrow_udf.rs b/src/common/src/array/arrow/arrow_udf.rs
index 83383044f506d..e461f49e576a6 100644
--- a/src/common/src/array/arrow/arrow_udf.rs
+++ b/src/common/src/array/arrow/arrow_udf.rs
@@ -22,6 +22,7 @@ use std::sync::Arc;
 
 pub use arrow_impl::{FromArrow, ToArrow};
 use {arrow_array, arrow_buffer, arrow_cast, arrow_schema};
+type ArrowIntervalType = i128;
 
 use crate::array::{ArrayError, ArrayImpl, DataType, DecimalArray, JsonbArray};
 
diff --git a/src/common/src/array/arrow/mod.rs b/src/common/src/array/arrow/mod.rs
index 67490b22315a1..fd9f55ee09f7e 100644
--- a/src/common/src/array/arrow/mod.rs
+++ b/src/common/src/array/arrow/mod.rs
@@ -19,3 +19,35 @@ mod arrow_udf;
 pub use arrow_deltalake::DeltaLakeConvert;
 pub use arrow_iceberg::IcebergArrowConvert;
 pub use arrow_udf::{FromArrow, ToArrow, UdfArrowConvert};
+
+use crate::types::Interval;
+
+trait ArrowIntervalTypeTrait {
+    fn to_interval(self) -> Interval;
+    fn from_interval(value: Interval) -> Self;
+}
+
+impl ArrowIntervalTypeTrait for i128 {
+    fn to_interval(self) -> Interval {
+        // XXX: the arrow-rs decoding is incorrect
+        // let (months, days, ns) = arrow_array::types::IntervalMonthDayNanoType::to_parts(value);
+        let months = self as i32;
+        let days = (self >> 32) as i32;
+        let ns = (self >> 64) as i64;
+        Interval::from_month_day_usec(months, days, ns / 1000)
+    }
+
+    fn from_interval(value: Interval) -> i128 {
+        // XXX: the arrow-rs encoding is incorrect
+        // arrow_array::types::IntervalMonthDayNanoType::make_value(
+        //     self.months(),
+        //     self.days(),
+        //     // TODO: this may overflow and we need `try_into`
+        //     self.usecs() * 1000,
+        // )
+        let m = value.months() as u128 & u32::MAX as u128;
+        let d = (value.days() as u128 & u32::MAX as u128) << 32;
+        let n = ((value.usecs() * 1000) as u128 & u64::MAX as u128) << 64;
+        (m | d | n) as i128
+    }
+}
diff --git a/src/common/src/array/bytes_array.rs b/src/common/src/array/bytes_array.rs
index 2019c37271919..7160c77b0d1c9 100644
--- a/src/common/src/array/bytes_array.rs
+++ b/src/common/src/array/bytes_array.rs
@@ -142,19 +142,24 @@ pub struct BytesArrayBuilder {
 impl ArrayBuilder for BytesArrayBuilder {
     type ArrayType = BytesArray;
 
-    fn new(capacity: usize) -> Self {
-        let mut offset = Vec::with_capacity(capacity + 1);
+    /// Creates a new `BytesArrayBuilder`.
+    ///
+    /// `item_capacity` is the number of items to pre-allocate. The size of the preallocated
+    /// buffer of offsets is the number of items plus one.
+    /// No additional memory is pre-allocated for the data buffer.
+    fn new(item_capacity: usize) -> Self {
+        let mut offset = Vec::with_capacity(item_capacity + 1);
         offset.push(0);
         Self {
             offset,
-            data: Vec::with_capacity(capacity),
-            bitmap: BitmapBuilder::with_capacity(capacity),
+            data: Vec::with_capacity(0),
+            bitmap: BitmapBuilder::with_capacity(item_capacity),
         }
     }
 
-    fn with_type(capacity: usize, ty: DataType) -> Self {
+    fn with_type(item_capacity: usize, ty: DataType) -> Self {
         assert_eq!(ty, DataType::Bytea);
-        Self::new(capacity)
+        Self::new(item_capacity)
     }
 
     fn append_n<'a>(&'a mut self, n: usize, value: Option<&'a [u8]>) {
diff --git a/src/common/src/array/data_chunk.rs b/src/common/src/array/data_chunk.rs
index 7fb908ecc138f..4e08163817e23 100644
--- a/src/common/src/array/data_chunk.rs
+++ b/src/common/src/array/data_chunk.rs
@@ -804,7 +804,7 @@ impl DataChunkTestExt for DataChunk {
                 let arr = col;
                 let mut builder = arr.create_builder(n * 2);
                 for v in arr.iter() {
-                    builder.append(&v.to_owned_datum());
+                    builder.append(v.to_owned_datum());
                     builder.append_null();
                 }
 
diff --git a/src/common/src/array/stream_chunk_builder.rs b/src/common/src/array/stream_chunk_builder.rs
index a13cc3676792a..c44d313fffffe 100644
--- a/src/common/src/array/stream_chunk_builder.rs
+++ b/src/common/src/array/stream_chunk_builder.rs
@@ -104,6 +104,11 @@ impl StreamChunkBuilder {
         }
     }
 
+    /// Get the current number of rows in the builder.
+    pub fn size(&self) -> usize {
+        self.size
+    }
+
     /// Append an iterator of output index and datum to the builder, return a chunk if the builder
     /// is full.
     ///
diff --git a/src/common/src/array/utf8_array.rs b/src/common/src/array/utf8_array.rs
index 72068d80733a2..5580ab6cc5970 100644
--- a/src/common/src/array/utf8_array.rs
+++ b/src/common/src/array/utf8_array.rs
@@ -123,15 +123,20 @@ pub struct Utf8ArrayBuilder {
 impl ArrayBuilder for Utf8ArrayBuilder {
     type ArrayType = Utf8Array;
 
-    fn new(capacity: usize) -> Self {
+    /// Creates a new `Utf8ArrayBuilder`.
+    ///
+    /// `item_capacity` is the number of items to pre-allocate. The size of the preallocated
+    /// buffer of offsets is the number of items plus one.
+    /// No additional memory is pre-allocated for the data buffer.
+    fn new(item_capacity: usize) -> Self {
         Self {
-            bytes: BytesArrayBuilder::new(capacity),
+            bytes: BytesArrayBuilder::new(item_capacity),
         }
     }
 
-    fn with_type(capacity: usize, ty: DataType) -> Self {
+    fn with_type(item_capacity: usize, ty: DataType) -> Self {
         assert_eq!(ty, DataType::Varchar);
-        Self::new(capacity)
+        Self::new(item_capacity)
     }
 
     #[inline]
@@ -166,6 +171,17 @@ impl Utf8ArrayBuilder {
             bytes: self.bytes.writer(),
         }
     }
+
+    /// Append an element as the `Display` format to the array.
+    pub fn append_display(&mut self, value: Option<impl Display>) {
+        if let Some(s) = value {
+            let mut writer = self.writer().begin();
+            write!(writer, "{}", s).unwrap();
+            writer.finish();
+        } else {
+            self.append_null();
+        }
+    }
 }
 
 pub struct StringWriter<'a> {
diff --git a/src/common/src/buffer/bitmap.rs b/src/common/src/buffer/bitmap.rs
index cb1d817a062b5..c6a11da093ed4 100644
--- a/src/common/src/buffer/bitmap.rs
+++ b/src/common/src/buffer/bitmap.rs
@@ -318,6 +318,11 @@ impl Bitmap {
         self.count_ones
     }
 
+    /// Returns true if any bit is set to 1.
+    pub fn any(&self) -> bool {
+        self.count_ones != 0
+    }
+
     /// Returns the length of vector to store `num_bits` bits.
     fn vec_len(num_bits: usize) -> usize {
         (num_bits + BITS - 1) / BITS
diff --git a/src/common/src/cache.rs b/src/common/src/cache.rs
index bb4af1d615eb9..e86ef432eea95 100644
--- a/src/common/src/cache.rs
+++ b/src/common/src/cache.rs
@@ -1033,6 +1033,7 @@ mod tests {
 
     pub struct Block {
         pub offset: u64,
+        #[allow(dead_code)]
         pub sst: u64,
     }
 
diff --git a/src/common/src/catalog/column.rs b/src/common/src/catalog/column.rs
index 82d2f22f41cb4..b3065defea2a2 100644
--- a/src/common/src/catalog/column.rs
+++ b/src/common/src/catalog/column.rs
@@ -21,7 +21,7 @@ use risingwave_pb::plan_common::{
     AdditionalColumn, ColumnDescVersion, PbColumnCatalog, PbColumnDesc,
 };
 
-use super::row_id_column_desc;
+use super::{row_id_column_desc, USER_COLUMN_ID_OFFSET};
 use crate::catalog::{cdc_table_name_column_desc, offset_column_desc, Field, ROW_ID_COLUMN_ID};
 use crate::types::DataType;
 
@@ -45,6 +45,10 @@ impl ColumnId {
     pub const fn placeholder() -> Self {
         Self(i32::MAX - 1)
     }
+
+    pub const fn first_user_column() -> Self {
+        Self(USER_COLUMN_ID_OFFSET)
+    }
 }
 
 impl ColumnId {
@@ -320,6 +324,20 @@ pub struct ColumnCatalog {
 }
 
 impl ColumnCatalog {
+    pub fn visible(column_desc: ColumnDesc) -> Self {
+        Self {
+            column_desc,
+            is_hidden: false,
+        }
+    }
+
+    pub fn hidden(column_desc: ColumnDesc) -> Self {
+        Self {
+            column_desc,
+            is_hidden: true,
+        }
+    }
+
     /// Get the column catalog's is hidden.
     pub fn is_hidden(&self) -> bool {
         self.is_hidden
@@ -346,6 +364,11 @@ impl ColumnCatalog {
         self.column_desc.is_default()
     }
 
+    /// If the columns is an `INCLUDE ... AS ...` connector column.
+    pub fn is_connector_additional_column(&self) -> bool {
+        self.column_desc.additional_column.column_type.is_some()
+    }
+
     /// Get a reference to the column desc's data type.
     pub fn data_type(&self) -> &DataType {
         &self.column_desc.data_type
@@ -430,15 +453,30 @@ pub fn columns_extend(preserved_columns: &mut Vec<ColumnCatalog>, columns: Vec<C
     preserved_columns.extend(columns);
 }
 
-pub fn is_column_ids_dedup(columns: &[ColumnCatalog]) -> bool {
-    let mut column_ids = columns
+pub fn debug_assert_column_ids_distinct(columns: &[ColumnCatalog]) {
+    debug_assert!(
+        columns
+            .iter()
+            .map(|c| c.column_id())
+            .duplicates()
+            .next()
+            .is_none(),
+        "duplicate ColumnId found in source catalog. Columns: {columns:#?}"
+    );
+}
+
+/// FIXME: perhapts we should use sth like `ColumnIdGenerator::new_alter`,
+/// However, the `SourceVersion` is problematic: It doesn't contain `next_col_id`.
+/// (But for now this isn't a large problem, since drop column is not allowed for source yet..)
+///
+/// Besides, the logic of column id handling is a mess.
+/// In some places, we use `ColumnId::placeholder()`, and use `col_id_gen` to fill it at the end;
+/// In other places, we create column id ad-hoc.
+pub fn max_column_id(columns: &[ColumnCatalog]) -> ColumnId {
+    // XXX: should we check the column IDs of struct fields here?
+    columns
         .iter()
-        .map(|column| column.column_id().get_id())
-        .collect_vec();
-    column_ids.sort();
-    let original_len = column_ids.len();
-    column_ids.dedup();
-    column_ids.len() == original_len
+        .fold(ColumnId::first_user_column(), |a, b| a.max(b.column_id()))
 }
 
 #[cfg(test)]
diff --git a/src/common/src/config.rs b/src/common/src/config.rs
index d00ba263bd733..a554e220ec632 100644
--- a/src/common/src/config.rs
+++ b/src/common/src/config.rs
@@ -755,6 +755,10 @@ pub struct StorageConfig {
     #[serde(default = "default::storage::compactor_iter_max_io_retry_times")]
     pub compactor_iter_max_io_retry_times: usize,
 
+    /// The window size of table info statistic history.
+    #[serde(default = "default::storage::table_info_statistic_history_times")]
+    pub table_info_statistic_history_times: usize,
+
     #[serde(default, flatten)]
     #[config_doc(omitted)]
     pub unrecognized: Unrecognized<Self>,
@@ -763,6 +767,14 @@ pub struct StorageConfig {
     #[serde(default = "default::storage::mem_table_spill_threshold")]
     pub mem_table_spill_threshold: usize,
 
+    /// The concurrent uploading number of `SSTables` of buidler
+    #[serde(default = "default::storage::compactor_concurrent_uploading_sst_count")]
+    pub compactor_concurrent_uploading_sst_count: Option<usize>,
+
+    /// Object storage configuration
+    /// 1. General configuration
+    /// 2. Some special configuration of Backend
+    /// 3. Retry and timeout configuration
     #[serde(default)]
     pub object_store: ObjectStoreConfig,
 }
@@ -827,12 +839,6 @@ pub struct FileCacheConfig {
     #[serde(default = "default::file_cache::recover_concurrency")]
     pub recover_concurrency: usize,
 
-    #[serde(default = "default::file_cache::lfu_window_to_cache_size_ratio")]
-    pub lfu_window_to_cache_size_ratio: usize,
-
-    #[serde(default = "default::file_cache::lfu_tiny_lru_capacity_ratio")]
-    pub lfu_tiny_lru_capacity_ratio: f64,
-
     #[serde(default = "default::file_cache::insert_rate_limit_mb")]
     pub insert_rate_limit_mb: usize,
 
@@ -975,8 +981,10 @@ pub struct StreamingDeveloperConfig {
 
     #[serde(default = "default::developer::stream_enable_arrangement_backfill")]
     /// Enable arrangement backfill
-    /// If true, the arrangement backfill will be disabled,
+    /// If false, the arrangement backfill will be disabled,
     /// even if session variable set.
+    /// If true, it will be enabled by default, but session variable
+    /// can override it.
     pub enable_arrangement_backfill: bool,
 
     #[serde(default = "default::developer::stream_high_join_amplification_threshold")]
@@ -1027,37 +1035,64 @@ for_all_params!(define_system_config);
 /// The subsections `[storage.object_store]`.
 #[derive(Clone, Debug, Serialize, Deserialize, DefaultFromSerde)]
 pub struct ObjectStoreConfig {
-    #[serde(default = "default::object_store_config::object_store_set_atomic_write_dir")]
-    pub object_store_set_atomic_write_dir: bool,
+    // alias is for backward compatibility
+    #[serde(
+        default = "default::object_store_config::set_atomic_write_dir",
+        alias = "object_store_set_atomic_write_dir"
+    )]
+    pub set_atomic_write_dir: bool,
 
+    /// Retry and timeout configuration
+    /// Description retry strategy driven by exponential back-off
+    /// Exposes the timeout and retries of each Object store interface. Therefore, the total timeout for each interface is determined based on the interface's timeout/retry configuration and the exponential back-off policy.
     #[serde(default)]
     pub retry: ObjectStoreRetryConfig,
 
+    /// Some special configuration of S3 Backend
     #[serde(default)]
     pub s3: S3ObjectStoreConfig,
+
+    // TODO: the following field will be deprecated after opendal is stablized
+    #[serde(default = "default::object_store_config::opendal_upload_concurrency")]
+    pub opendal_upload_concurrency: usize,
+
+    // TODO: the following field will be deprecated after opendal is stablized
+    #[serde(default)]
+    pub opendal_writer_abort_on_err: bool,
 }
 
 impl ObjectStoreConfig {
     pub fn set_atomic_write_dir(&mut self) {
-        self.object_store_set_atomic_write_dir = true;
+        self.set_atomic_write_dir = true;
     }
 }
 
 /// The subsections `[storage.object_store.s3]`.
 #[derive(Clone, Debug, Serialize, Deserialize, DefaultFromSerde)]
 pub struct S3ObjectStoreConfig {
-    #[serde(default = "default::object_store_config::s3::object_store_keepalive_ms")]
-    pub object_store_keepalive_ms: Option<u64>,
-    #[serde(default = "default::object_store_config::s3::object_store_recv_buffer_size")]
-    pub object_store_recv_buffer_size: Option<usize>,
-    #[serde(default = "default::object_store_config::s3::object_store_send_buffer_size")]
-    pub object_store_send_buffer_size: Option<usize>,
-    #[serde(default = "default::object_store_config::s3::object_store_nodelay")]
-    pub object_store_nodelay: Option<bool>,
-    /// For backwards compatibility, users should use `S3ObjectStoreDeveloperConfig` instead.
+    // alias is for backward compatibility
+    #[serde(
+        default = "default::object_store_config::s3::keepalive_ms",
+        alias = "object_store_keepalive_ms"
+    )]
+    pub keepalive_ms: Option<u64>,
+    #[serde(
+        default = "default::object_store_config::s3::recv_buffer_size",
+        alias = "object_store_recv_buffer_size"
+    )]
+    pub recv_buffer_size: Option<usize>,
+    #[serde(
+        default = "default::object_store_config::s3::send_buffer_size",
+        alias = "object_store_send_buffer_size"
+    )]
+    pub send_buffer_size: Option<usize>,
     #[serde(
-        default = "default::object_store_config::s3::developer::object_store_retry_unknown_service_error"
+        default = "default::object_store_config::s3::nodelay",
+        alias = "object_store_nodelay"
     )]
+    pub nodelay: Option<bool>,
+    /// For backwards compatibility, users should use `S3ObjectStoreDeveloperConfig` instead.
+    #[serde(default = "default::object_store_config::s3::developer::retry_unknown_service_error")]
     pub retry_unknown_service_error: bool,
     #[serde(default = "default::object_store_config::s3::identity_resolution_timeout_s")]
     pub identity_resolution_timeout_s: u64,
@@ -1070,82 +1105,108 @@ pub struct S3ObjectStoreConfig {
 pub struct S3ObjectStoreDeveloperConfig {
     /// Whether to retry s3 sdk error from which no error metadata is provided.
     #[serde(
-        default = "default::object_store_config::s3::developer::object_store_retry_unknown_service_error"
+        default = "default::object_store_config::s3::developer::retry_unknown_service_error",
+        alias = "object_store_retry_unknown_service_error"
     )]
-    pub object_store_retry_unknown_service_error: bool,
+    pub retry_unknown_service_error: bool,
     /// An array of error codes that should be retried.
     /// e.g. `["SlowDown", "TooManyRequests"]`
     #[serde(
-        default = "default::object_store_config::s3::developer::object_store_retryable_service_error_codes"
+        default = "default::object_store_config::s3::developer::retryable_service_error_codes",
+        alias = "object_store_retryable_service_error_codes"
     )]
-    pub object_store_retryable_service_error_codes: Vec<String>,
+    pub retryable_service_error_codes: Vec<String>,
 
+    // TODO: the following field will be deprecated after opendal is stablized
     #[serde(default = "default::object_store_config::s3::developer::use_opendal")]
     pub use_opendal: bool,
 }
 
 #[derive(Clone, Debug, Serialize, Deserialize, DefaultFromSerde)]
 pub struct ObjectStoreRetryConfig {
+    // A retry strategy driven by exponential back-off.
+    // The retry strategy is used for all object store operations.
+    /// Given a base duration for retry strategy in milliseconds.
     #[serde(default = "default::object_store_config::object_store_req_backoff_interval_ms")]
     pub req_backoff_interval_ms: u64,
+
+    /// The max delay interval for the retry strategy. No retry delay will be longer than this `Duration`.
     #[serde(default = "default::object_store_config::object_store_req_backoff_max_delay_ms")]
     pub req_backoff_max_delay_ms: u64,
+
+    /// A multiplicative factor that will be applied to the exponential back-off retry delay.
     #[serde(default = "default::object_store_config::object_store_req_backoff_factor")]
     pub req_backoff_factor: u64,
 
-    // upload
+    /// Maximum timeout for `upload` operation
     #[serde(default = "default::object_store_config::object_store_upload_attempt_timeout_ms")]
     pub upload_attempt_timeout_ms: u64,
+
+    /// Total counts of `upload` operation retries
     #[serde(default = "default::object_store_config::object_store_upload_retry_attempts")]
     pub upload_retry_attempts: usize,
 
-    // streaming_upload_init + streaming_upload
+    /// Maximum timeout for `streaming_upload_init` and `streaming_upload`
     #[serde(
         default = "default::object_store_config::object_store_streaming_upload_attempt_timeout_ms"
     )]
     pub streaming_upload_attempt_timeout_ms: u64,
+
+    /// Total counts of `streaming_upload` operation retries
     #[serde(
         default = "default::object_store_config::object_store_streaming_upload_retry_attempts"
     )]
     pub streaming_upload_retry_attempts: usize,
 
-    // read
+    /// Maximum timeout for `read` operation
     #[serde(default = "default::object_store_config::object_store_read_attempt_timeout_ms")]
     pub read_attempt_timeout_ms: u64,
+
+    /// Total counts of `read` operation retries
     #[serde(default = "default::object_store_config::object_store_read_retry_attempts")]
     pub read_retry_attempts: usize,
 
-    // streaming_read_init + streaming_read
+    /// Maximum timeout for `streaming_read_init` and `streaming_read` operation
     #[serde(
         default = "default::object_store_config::object_store_streaming_read_attempt_timeout_ms"
     )]
     pub streaming_read_attempt_timeout_ms: u64,
+
+    /// Total counts of `streaming_read operation` retries
     #[serde(default = "default::object_store_config::object_store_streaming_read_retry_attempts")]
     pub streaming_read_retry_attempts: usize,
 
-    // metadata
+    /// Maximum timeout for `metadata` operation
     #[serde(default = "default::object_store_config::object_store_metadata_attempt_timeout_ms")]
     pub metadata_attempt_timeout_ms: u64,
+
+    /// Total counts of `metadata` operation retries
     #[serde(default = "default::object_store_config::object_store_metadata_retry_attempts")]
     pub metadata_retry_attempts: usize,
 
-    // delete
+    /// Maximum timeout for `delete` operation
     #[serde(default = "default::object_store_config::object_store_delete_attempt_timeout_ms")]
     pub delete_attempt_timeout_ms: u64,
+
+    /// Total counts of `delete` operation retries
     #[serde(default = "default::object_store_config::object_store_delete_retry_attempts")]
     pub delete_retry_attempts: usize,
 
-    // delete_object
+    /// Maximum timeout for `delete_object` operation
     #[serde(
         default = "default::object_store_config::object_store_delete_objects_attempt_timeout_ms"
     )]
     pub delete_objects_attempt_timeout_ms: u64,
+
+    /// Total counts of `delete_object` operation retries
     #[serde(default = "default::object_store_config::object_store_delete_objects_retry_attempts")]
     pub delete_objects_retry_attempts: usize,
 
-    // list
+    /// Maximum timeout for `list` operation
     #[serde(default = "default::object_store_config::object_store_list_attempt_timeout_ms")]
     pub list_attempt_timeout_ms: u64,
+
+    /// Total counts of `list` operation retries
     #[serde(default = "default::object_store_config::object_store_list_retry_attempts")]
     pub list_retry_attempts: usize,
 }
@@ -1515,6 +1576,14 @@ pub mod default {
         pub fn max_prefetch_block_number() -> usize {
             16
         }
+
+        pub fn compactor_concurrent_uploading_sst_count() -> Option<usize> {
+            None
+        }
+
+        pub fn table_info_statistic_history_times() -> usize {
+            240
+        }
     }
 
     pub mod streaming {
@@ -1564,14 +1633,6 @@ pub mod default {
             8
         }
 
-        pub fn lfu_window_to_cache_size_ratio() -> usize {
-            1
-        }
-
-        pub fn lfu_tiny_lru_capacity_ratio() -> f64 {
-            0.01
-        }
-
         pub fn insert_rate_limit_mb() -> usize {
             0
         }
@@ -1800,6 +1861,8 @@ pub mod default {
         const DEFAULT_MIN_OVERLAPPING_SUB_LEVEL_COMPACT_LEVEL_COUNT: u32 = 12;
         const DEFAULT_TOMBSTONE_RATIO_PERCENT: u32 = 40;
         const DEFAULT_EMERGENCY_PICKER: bool = true;
+        const DEFAULT_MAX_LEVEL: u32 = 6;
+        const DEFAULT_MAX_L0_COMPACT_LEVEL_COUNT: u32 = 42;
 
         use crate::catalog::hummock::CompactionFilterFlag;
 
@@ -1862,6 +1925,14 @@ pub mod default {
         pub fn enable_emergency_picker() -> bool {
             DEFAULT_EMERGENCY_PICKER
         }
+
+        pub fn max_level() -> u32 {
+            DEFAULT_MAX_LEVEL
+        }
+
+        pub fn max_l0_compact_level_count() -> u32 {
+            DEFAULT_MAX_L0_COMPACT_LEVEL_COUNT
+        }
     }
 
     pub mod object_store_config {
@@ -1869,7 +1940,7 @@ pub mod default {
         const DEFAULT_REQ_BACKOFF_MAX_DELAY_MS: u64 = 10 * 1000; // 10s
         const DEFAULT_REQ_MAX_RETRY_ATTEMPTS: usize = 3;
 
-        pub fn object_store_set_atomic_write_dir() -> bool {
+        pub fn set_atomic_write_dir() -> bool {
             false
         }
 
@@ -1952,24 +2023,28 @@ pub mod default {
             DEFAULT_REQ_MAX_RETRY_ATTEMPTS
         }
 
+        pub fn opendal_upload_concurrency() -> usize {
+            8
+        }
+
         pub mod s3 {
             const DEFAULT_IDENTITY_RESOLUTION_TIMEOUT_S: u64 = 5;
 
             const DEFAULT_KEEPALIVE_MS: u64 = 600 * 1000; // 10min
 
-            pub fn object_store_keepalive_ms() -> Option<u64> {
+            pub fn keepalive_ms() -> Option<u64> {
                 Some(DEFAULT_KEEPALIVE_MS) // 10min
             }
 
-            pub fn object_store_recv_buffer_size() -> Option<usize> {
+            pub fn recv_buffer_size() -> Option<usize> {
                 Some(1 << 21) // 2m
             }
 
-            pub fn object_store_send_buffer_size() -> Option<usize> {
+            pub fn send_buffer_size() -> Option<usize> {
                 None
             }
 
-            pub fn object_store_nodelay() -> Option<bool> {
+            pub fn nodelay() -> Option<bool> {
                 Some(true)
             }
 
@@ -1982,11 +2057,11 @@ pub mod default {
 
                 const RW_USE_OPENDAL_FOR_S3: &str = "RW_USE_OPENDAL_FOR_S3";
 
-                pub fn object_store_retry_unknown_service_error() -> bool {
+                pub fn retry_unknown_service_error() -> bool {
                     false
                 }
 
-                pub fn object_store_retryable_service_error_codes() -> Vec<String> {
+                pub fn retryable_service_error_codes() -> Vec<String> {
                     vec!["SlowDown".into(), "TooManyRequests".into()]
                 }
 
@@ -2195,6 +2270,8 @@ pub struct CompactionConfig {
     pub tombstone_reclaim_ratio: u32,
     #[serde(default = "default::compaction_config::enable_emergency_picker")]
     pub enable_emergency_picker: bool,
+    #[serde(default = "default::compaction_config::max_level")]
+    pub max_level: u32,
 }
 
 #[cfg(test)]
@@ -2299,4 +2376,99 @@ mod tests {
             }
         }
     }
+
+    #[test]
+    fn test_object_store_configs_backward_compatibility() {
+        // Define configs with the old name and make sure it still works
+        {
+            let config: RwConfig = toml::from_str(
+                r#"
+            [storage.object_store]
+            object_store_set_atomic_write_dir = true
+
+            [storage.object_store.s3]
+            object_store_keepalive_ms = 1
+            object_store_send_buffer_size = 1
+            object_store_recv_buffer_size = 1
+            object_store_nodelay = false
+
+            [storage.object_store.s3.developer]
+            object_store_retry_unknown_service_error = true
+            object_store_retryable_service_error_codes = ['dummy']
+
+
+            "#,
+            )
+            .unwrap();
+
+            assert!(config.storage.object_store.set_atomic_write_dir);
+            assert_eq!(config.storage.object_store.s3.keepalive_ms, Some(1));
+            assert_eq!(config.storage.object_store.s3.send_buffer_size, Some(1));
+            assert_eq!(config.storage.object_store.s3.recv_buffer_size, Some(1));
+            assert_eq!(config.storage.object_store.s3.nodelay, Some(false));
+            assert!(
+                config
+                    .storage
+                    .object_store
+                    .s3
+                    .developer
+                    .retry_unknown_service_error
+            );
+            assert_eq!(
+                config
+                    .storage
+                    .object_store
+                    .s3
+                    .developer
+                    .retryable_service_error_codes,
+                vec!["dummy".to_string()]
+            );
+        }
+
+        // Define configs with the new name and make sure it works
+        {
+            let config: RwConfig = toml::from_str(
+                r#"
+            [storage.object_store]
+            set_atomic_write_dir = true
+
+            [storage.object_store.s3]
+            keepalive_ms = 1
+            send_buffer_size = 1
+            recv_buffer_size = 1
+            nodelay = false
+
+            [storage.object_store.s3.developer]
+            retry_unknown_service_error = true
+            retryable_service_error_codes = ['dummy']
+
+
+            "#,
+            )
+            .unwrap();
+
+            assert!(config.storage.object_store.set_atomic_write_dir);
+            assert_eq!(config.storage.object_store.s3.keepalive_ms, Some(1));
+            assert_eq!(config.storage.object_store.s3.send_buffer_size, Some(1));
+            assert_eq!(config.storage.object_store.s3.recv_buffer_size, Some(1));
+            assert_eq!(config.storage.object_store.s3.nodelay, Some(false));
+            assert!(
+                config
+                    .storage
+                    .object_store
+                    .s3
+                    .developer
+                    .retry_unknown_service_error
+            );
+            assert_eq!(
+                config
+                    .storage
+                    .object_store
+                    .s3
+                    .developer
+                    .retryable_service_error_codes,
+                vec!["dummy".to_string()]
+            );
+        }
+    }
 }
diff --git a/src/common/src/hash/consistent_hash/mapping.rs b/src/common/src/hash/consistent_hash/mapping.rs
index c057cf847c7db..59460e7966220 100644
--- a/src/common/src/hash/consistent_hash/mapping.rs
+++ b/src/common/src/hash/consistent_hash/mapping.rs
@@ -12,10 +12,10 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::{BTreeSet, HashMap};
+use std::collections::{BTreeSet, HashMap, HashSet};
 use std::fmt::{Debug, Display, Formatter};
 use std::hash::Hash;
-use std::ops::Index;
+use std::ops::{Index, Sub};
 
 use educe::Educe;
 use itertools::Itertools;
@@ -341,6 +341,12 @@ impl ActorMapping {
     }
 }
 
+#[derive(thiserror::Error, Debug)]
+pub enum ParallelUnitError {
+    #[error("parallel units {0:?} are not covered by the worker slot mapping")]
+    NotCovered(HashSet<ParallelUnitId>),
+}
+
 impl WorkerSlotMapping {
     /// Create a uniform worker mapping from the given worker ids
     pub fn build_from_ids(worker_slot_ids: &[WorkerSlotId]) -> Self {
@@ -382,8 +388,11 @@ impl ParallelUnitMapping {
         self.transform(to_map)
     }
 
-    /// Transform this parallel unit mapping to an worker mapping, essentially `transform`.
-    pub fn to_worker_slot(&self, to_map: &HashMap<ParallelUnitId, u32>) -> WorkerSlotMapping {
+    /// Transform this parallel unit mapping to a worker slot mapping, essentially `transform`.
+    pub fn to_worker_slot(
+        &self,
+        to_map: &HashMap<ParallelUnitId, u32>,
+    ) -> Result<WorkerSlotMapping, ParallelUnitError> {
         let mut worker_to_parallel_units = HashMap::<_, BTreeSet<_>>::new();
         for (parallel_unit_id, worker_id) in to_map {
             worker_to_parallel_units
@@ -401,7 +410,17 @@ impl ParallelUnitMapping {
             }
         }
 
-        self.transform(&parallel_unit_to_worker_slot)
+        let available_parallel_unit_ids: HashSet<_> =
+            parallel_unit_to_worker_slot.keys().copied().collect();
+
+        let parallel_unit_ids: HashSet<_> = self.data.iter().copied().collect();
+
+        let sub_set = parallel_unit_ids.sub(&available_parallel_unit_ids);
+        if sub_set.is_empty() {
+            Ok(self.transform(&parallel_unit_to_worker_slot))
+        } else {
+            Err(ParallelUnitError::NotCovered(sub_set))
+        }
     }
 
     /// Create a parallel unit mapping from the protobuf representation.
diff --git a/src/common/src/hash/key.rs b/src/common/src/hash/key.rs
index c7e57173a3e74..e9f7e83ac9146 100644
--- a/src/common/src/hash/key.rs
+++ b/src/common/src/hash/key.rs
@@ -567,8 +567,8 @@ impl HashKeyDe for Date {
 
 impl HashKeySer<'_> for Timestamp {
     fn serialize_into(self, mut buf: impl BufMut) {
-        buf.put_i64_ne(self.0.timestamp());
-        buf.put_u32_ne(self.0.timestamp_subsec_nanos());
+        buf.put_i64_ne(self.0.and_utc().timestamp());
+        buf.put_u32_ne(self.0.and_utc().timestamp_subsec_nanos());
     }
 
     fn exact_size() -> Option<usize> {
diff --git a/src/common/src/memory/mem_context.rs b/src/common/src/memory/mem_context.rs
index a004b3e88b4b9..c484bf90aa146 100644
--- a/src/common/src/memory/mem_context.rs
+++ b/src/common/src/memory/mem_context.rs
@@ -99,6 +99,10 @@ impl MemoryContext {
         Self::new_with_mem_limit(None, counter, mem_limit)
     }
 
+    pub fn for_spill_test() -> Self {
+        Self::new_with_mem_limit(None, TrAdderAtomic::new(0), 0)
+    }
+
     /// Add `bytes` memory usage. Pass negative value to decrease memory usage.
     /// Returns `false` if the memory usage exceeds the limit.
     pub fn add(&self, bytes: i64) -> bool {
diff --git a/src/common/src/session_config/search_path.rs b/src/common/src/session_config/search_path.rs
index 4573294ab24c4..7a99f07833b96 100644
--- a/src/common/src/session_config/search_path.rs
+++ b/src/common/src/session_config/search_path.rs
@@ -23,12 +23,12 @@ pub const USER_NAME_WILD_CARD: &str = "\"$user\"";
 /// see <https://www.postgresql.org/docs/14/runtime-config-client.html#GUC-SEARCH-PATH>
 ///
 /// 1. when we `select` or `drop` object and don't give a specified schema, it will search the
-/// object from the valid items in schema `rw_catalog`, `pg_catalog` and `search_path`. If schema
-/// `rw_catalog` and `pg_catalog` are not in `search_path`, we will search them firstly. If they're
-/// in `search_path`, we will follow the order in `search_path`.
+///    object from the valid items in schema `rw_catalog`, `pg_catalog` and `search_path`. If schema
+///    `rw_catalog` and `pg_catalog` are not in `search_path`, we will search them firstly. If they're
+///    in `search_path`, we will follow the order in `search_path`.
 ///
 /// 2. when we `create` a `source` or `mv` and don't give a specified schema, it will use the first
-/// valid schema in `search_path`.
+///    valid schema in `search_path`.
 ///
 /// 3. when we `create` a `index` or `sink`, it will use the schema of the associated table.
 #[derive(Clone, Debug, PartialEq)]
diff --git a/src/common/src/system_param/mod.rs b/src/common/src/system_param/mod.rs
index f71324cb4e55d..c8382d35fee81 100644
--- a/src/common/src/system_param/mod.rs
+++ b/src/common/src/system_param/mod.rs
@@ -87,6 +87,7 @@ macro_rules! for_all_params {
             { max_concurrent_creating_streaming_jobs,   u32,    Some(1_u32),                                true,   "Max number of concurrent creating streaming jobs.", },
             { pause_on_next_bootstrap,                  bool,   Some(false),                                true,   "Whether to pause all data sources on next bootstrap.", },
             { enable_tracing,                           bool,   Some(false),                                true,   "Whether to enable distributed tracing.", },
+            { use_new_object_prefix_strategy,           bool,   None,                                       false,   "Whether to split object prefix.", },
         }
     };
 }
@@ -376,6 +377,7 @@ macro_rules! impl_system_params_for_test {
             ret.state_store = Some("hummock+memory".to_string());
             ret.backup_storage_url = Some("memory".into());
             ret.backup_storage_directory = Some("backup".into());
+            ret.use_new_object_prefix_strategy = Some(false);
             ret
         }
     };
@@ -441,6 +443,7 @@ mod tests {
             (MAX_CONCURRENT_CREATING_STREAMING_JOBS_KEY, "1"),
             (PAUSE_ON_NEXT_BOOTSTRAP_KEY, "false"),
             (ENABLE_TRACING_KEY, "true"),
+            (USE_NEW_OBJECT_PREFIX_STRATEGY_KEY, "false"),
             ("a_deprecated_param", "foo"),
         ];
 
diff --git a/src/common/src/system_param/reader.rs b/src/common/src/system_param/reader.rs
index 3374e72120238..9a2c6e49534af 100644
--- a/src/common/src/system_param/reader.rs
+++ b/src/common/src/system_param/reader.rs
@@ -137,6 +137,14 @@ where
         self.inner().data_directory.as_ref().unwrap()
     }
 
+    fn use_new_object_prefix_strategy(&self) -> bool {
+        *self
+            .inner()
+            .use_new_object_prefix_strategy
+            .as_ref()
+            .unwrap()
+    }
+
     fn backup_storage_url(&self) -> &str {
         self.inner().backup_storage_url.as_ref().unwrap()
     }
diff --git a/src/common/src/types/cow.rs b/src/common/src/types/cow.rs
new file mode 100644
index 0000000000000..88eebfe1e4c2a
--- /dev/null
+++ b/src/common/src/types/cow.rs
@@ -0,0 +1,80 @@
+// Copyright 2024 RisingWave Labs
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+use super::{Datum, DatumRef, ToDatumRef, ToOwnedDatum};
+
+/// 🐮 A borrowed [`DatumRef`] or an owned [`Datum`].
+///
+/// We do not use [`std::borrow::Cow`] because it requires the borrowed variant
+/// to be a reference, whereas what we have is a [`DatumRef`] with a lifetime.
+///
+/// # Usage
+///
+/// Generally, you don't need to match on the variants of `DatumCow` to access
+/// the underlying datum. Instead, you can...
+///
+/// - call [`to_datum_ref`](ToDatumRef::to_datum_ref) to get a borrowed
+///   [`DatumRef`] without any allocation, which can be used to append to an
+///   array builder or to encode into the storage representation,
+///
+/// - call [`to_owned_datum`](ToOwnedDatum::to_owned_datum) to get an owned
+///   [`Datum`] with potentially an allocation, which can be used to store in a
+///   struct without lifetime constraints.
+#[derive(Debug, Clone)]
+pub enum DatumCow<'a> {
+    Borrowed(DatumRef<'a>),
+    Owned(Datum),
+}
+
+impl PartialEq for DatumCow<'_> {
+    fn eq(&self, other: &Self) -> bool {
+        self.to_datum_ref() == other.to_datum_ref()
+    }
+}
+impl Eq for DatumCow<'_> {}
+
+impl From<Datum> for DatumCow<'_> {
+    fn from(datum: Datum) -> Self {
+        DatumCow::Owned(datum)
+    }
+}
+
+impl<'a> From<DatumRef<'a>> for DatumCow<'a> {
+    fn from(datum: DatumRef<'a>) -> Self {
+        DatumCow::Borrowed(datum)
+    }
+}
+
+impl ToDatumRef for DatumCow<'_> {
+    fn to_datum_ref(&self) -> DatumRef<'_> {
+        match self {
+            DatumCow::Borrowed(datum) => *datum,
+            DatumCow::Owned(datum) => datum.to_datum_ref(),
+        }
+    }
+}
+
+impl ToOwnedDatum for DatumCow<'_> {
+    fn to_owned_datum(self) -> Datum {
+        match self {
+            DatumCow::Borrowed(datum) => datum.to_owned_datum(),
+            DatumCow::Owned(datum) => datum,
+        }
+    }
+}
+
+impl DatumCow<'_> {
+    /// Equivalent to `DatumCow::Owned(Datum::None)`.
+    pub const NULL: DatumCow<'static> = DatumCow::Owned(None);
+}
diff --git a/src/common/src/types/datetime.rs b/src/common/src/types/datetime.rs
index 7058d36ec6fd5..bac96b6c1dea5 100644
--- a/src/common/src/types/datetime.rs
+++ b/src/common/src/types/datetime.rs
@@ -21,7 +21,9 @@ use std::io::Write;
 use std::str::FromStr;
 
 use bytes::{Bytes, BytesMut};
-use chrono::{Datelike, Days, Duration, NaiveDate, NaiveDateTime, NaiveTime, Timelike, Weekday};
+use chrono::{
+    DateTime, Datelike, Days, Duration, NaiveDate, NaiveDateTime, NaiveTime, Timelike, Weekday,
+};
 use postgres_types::{accepts, to_sql_checked, FromSql, IsNull, ToSql, Type};
 use risingwave_common_estimate_size::ZeroHeapSize;
 use thiserror::Error;
@@ -570,7 +572,8 @@ impl Time {
 impl Timestamp {
     pub fn with_secs_nsecs(secs: i64, nsecs: u32) -> Result<Self> {
         Ok(Timestamp::new({
-            NaiveDateTime::from_timestamp_opt(secs, nsecs)
+            DateTime::from_timestamp(secs, nsecs)
+                .map(|t| t.naive_utc())
                 .ok_or_else(|| InvalidParamsError::datetime(secs, nsecs))?
         }))
     }
@@ -578,12 +581,12 @@ impl Timestamp {
     /// Although `Timestamp` takes 12 bytes, we drop 4 bytes in protobuf encoding.
     pub fn to_protobuf<T: Write>(self, output: &mut T) -> ArrayResult<usize> {
         output
-            .write(&(self.0.timestamp_micros()).to_be_bytes())
+            .write(&(self.0.and_utc().timestamp_micros()).to_be_bytes())
             .map_err(Into::into)
     }
 
     pub fn get_timestamp_nanos(&self) -> i64 {
-        self.0.timestamp_nanos_opt().unwrap()
+        self.0.and_utc().timestamp_nanos_opt().unwrap()
     }
 
     pub fn with_millis(timestamp_millis: i64) -> Result<Self> {
@@ -599,7 +602,7 @@ impl Timestamp {
     }
 
     pub fn from_timestamp_uncheck(secs: i64, nsecs: u32) -> Self {
-        Self::new(NaiveDateTime::from_timestamp_opt(secs, nsecs).unwrap())
+        Self::new(DateTime::from_timestamp(secs, nsecs).unwrap().naive_utc())
     }
 
     /// Truncate the timestamp to the precision of microseconds.
@@ -879,10 +882,10 @@ mod tests {
             Timestamp::from_str("2022-08-03 10:34:02").unwrap()
         );
         let ts = Timestamp::from_str("0001-11-15 07:35:40.999999").unwrap();
-        assert_eq!(ts.0.timestamp_micros(), -62108094259000001);
+        assert_eq!(ts.0.and_utc().timestamp_micros(), -62108094259000001);
 
         let ts = Timestamp::from_str("1969-12-31 23:59:59.999999").unwrap();
-        assert_eq!(ts.0.timestamp_micros(), -1);
+        assert_eq!(ts.0.and_utc().timestamp_micros(), -1);
 
         // invalid datetime
         Date::from_str("1999-01-08AA").unwrap_err();
diff --git a/src/common/src/types/jsonb.rs b/src/common/src/types/jsonb.rs
index 824020fac3123..642b363a8c67e 100644
--- a/src/common/src/types/jsonb.rs
+++ b/src/common/src/types/jsonb.rs
@@ -239,10 +239,15 @@ impl<'a> JsonbRef<'a> {
     }
 
     /// Returns a jsonb `null` value.
-    pub fn null() -> Self {
+    pub const fn null() -> Self {
         Self(ValueRef::Null)
     }
 
+    /// Returns a value for empty string.
+    pub const fn empty_string() -> Self {
+        Self(ValueRef::String(""))
+    }
+
     /// Returns true if this is a jsonb `null`.
     pub fn is_jsonb_null(&self) -> bool {
         self.0.is_null()
diff --git a/src/common/src/types/mod.rs b/src/common/src/types/mod.rs
index 01364fb15da63..69e727cbde655 100644
--- a/src/common/src/types/mod.rs
+++ b/src/common/src/types/mod.rs
@@ -45,6 +45,7 @@ use crate::{
     for_all_scalar_variants, for_all_type_pairs,
 };
 
+mod cow;
 mod datetime;
 mod decimal;
 mod fields;
@@ -72,6 +73,7 @@ mod with_data_type;
 pub use fields::Fields;
 pub use risingwave_fields_derive::Fields;
 
+pub use self::cow::DatumCow;
 pub use self::datetime::{Date, Time, Timestamp};
 pub use self::decimal::{Decimal, PowError as DecimalPowError};
 pub use self::interval::{test_utils, DateTimeField, Interval, IntervalDisplay};
@@ -999,8 +1001,8 @@ impl ScalarRefImpl<'_> {
             Self::Interval(v) => v.serialize(ser)?,
             Self::Date(v) => v.0.num_days_from_ce().serialize(ser)?,
             Self::Timestamp(v) => {
-                v.0.timestamp().serialize(&mut *ser)?;
-                v.0.timestamp_subsec_nanos().serialize(ser)?;
+                v.0.and_utc().timestamp().serialize(&mut *ser)?;
+                v.0.and_utc().timestamp_subsec_nanos().serialize(ser)?;
             }
             Self::Timestamptz(v) => v.serialize(ser)?,
             Self::Time(v) => {
diff --git a/src/common/src/util/chunk_coalesce.rs b/src/common/src/util/chunk_coalesce.rs
index 5cdeb8026a0f1..40017e9bc003c 100644
--- a/src/common/src/util/chunk_coalesce.rs
+++ b/src/common/src/util/chunk_coalesce.rs
@@ -228,6 +228,10 @@ impl DataChunkBuilder {
         self.buffered_count
     }
 
+    pub fn can_append(&self, count: usize) -> bool {
+        self.buffered_count + count <= self.batch_size
+    }
+
     pub fn num_columns(&self) -> usize {
         self.data_types.len()
     }
@@ -459,13 +463,13 @@ mod tests {
 
         let mut left_array_builder = DataType::Int32.create_array_builder(5);
         for v in [1, 2, 3, 4, 5] {
-            left_array_builder.append(&Some(ScalarImpl::Int32(v)));
+            left_array_builder.append(Some(ScalarImpl::Int32(v)));
         }
         let left_arrays = [left_array_builder.finish()];
 
         let mut right_array_builder = DataType::Int64.create_array_builder(5);
         for v in [5, 4, 3, 2, 1] {
-            right_array_builder.append(&Some(ScalarImpl::Int64(v)));
+            right_array_builder.append(Some(ScalarImpl::Int64(v)));
         }
         let right_arrays = [right_array_builder.finish()];
 
diff --git a/src/common/src/util/epoch.rs b/src/common/src/util/epoch.rs
index a067c689f669d..56dbdf6c54da9 100644
--- a/src/common/src/util/epoch.rs
+++ b/src/common/src/util/epoch.rs
@@ -174,10 +174,11 @@ impl EpochPair {
         Self::new(curr, curr - EPOCH_INC_MIN_STEP_FOR_TEST)
     }
 }
-/// As most unit tests initializ a new epoch from a random value (e.g. 1, 2, 233 etc.), but the correct epoch in the system is a u64 with the last `EPOCH_AVAILABLE_BITS` bits set to 0.
+
+/// As most unit tests initialize a new epoch from a random value (e.g. 1, 2, 233 etc.), but the correct epoch in the system is a u64 with the last `EPOCH_AVAILABLE_BITS` bits set to 0.
 /// This method is to turn a a random epoch into a well shifted value.
-pub const fn test_epoch(value: u64) -> u64 {
-    value << EPOCH_AVAILABLE_BITS
+pub const fn test_epoch(value_millis: u64) -> u64 {
+    value_millis << EPOCH_AVAILABLE_BITS
 }
 
 /// There are numerous operations in our system's unit tests that involve incrementing or decrementing the epoch.
diff --git a/src/common/src/util/memcmp_encoding.rs b/src/common/src/util/memcmp_encoding.rs
index 7f262d0ff8d2c..5a5ad598093af 100644
--- a/src/common/src/util/memcmp_encoding.rs
+++ b/src/common/src/util/memcmp_encoding.rs
@@ -543,7 +543,7 @@ mod tests {
         use rand::seq::SliceRandom;
 
         fn serialize(f: F32) -> MemcmpEncoded {
-            encode_value(&Some(ScalarImpl::from(f)), OrderType::default()).unwrap()
+            encode_value(Some(ScalarImpl::from(f)), OrderType::default()).unwrap()
         }
 
         fn deserialize(data: MemcmpEncoded) -> F32 {
diff --git a/src/common/src/util/prost.rs b/src/common/src/util/prost.rs
index d5d8501b8b819..8145a37a8a202 100644
--- a/src/common/src/util/prost.rs
+++ b/src/common/src/util/prost.rs
@@ -77,6 +77,15 @@ impl<'a> Display for StackTraceResponseOutput<'a> {
             writeln!(s, ">> Worker {worker_id}")?;
             writeln!(s, "{state}\n")?;
         }
+
+        if !self.jvm_stack_traces.is_empty() {
+            writeln!(s, "\n\n--- JVM Stack Traces ---")?;
+            for (worker_id, state) in &self.jvm_stack_traces {
+                writeln!(s, ">> Worker {worker_id}")?;
+                writeln!(s, "{state}\n")?;
+            }
+        }
+
         Ok(())
     }
 }
@@ -102,6 +111,19 @@ impl StackTraceResponse {
                 }
             }
         }
+        for (worker_id, worker_state) in b.jvm_stack_traces {
+            match self.jvm_stack_traces.entry(worker_id) {
+                Entry::Occupied(_entry) => {
+                    warn!(
+                        worker_id,
+                        worker_state, "duplicate jvm stack trace. skipped"
+                    );
+                }
+                Entry::Vacant(entry) => {
+                    entry.insert(worker_state);
+                }
+            }
+        }
     }
 
     pub fn output(&self) -> StackTraceResponseOutput<'_> {
diff --git a/src/common/src/util/value_encoding/mod.rs b/src/common/src/util/value_encoding/mod.rs
index aa80c15617048..a3da88911ad9a 100644
--- a/src/common/src/util/value_encoding/mod.rs
+++ b/src/common/src/util/value_encoding/mod.rs
@@ -214,9 +214,11 @@ fn serialize_scalar(value: ScalarRefImpl<'_>, buf: &mut impl BufMut) {
         ScalarRefImpl::Decimal(v) => serialize_decimal(&v, buf),
         ScalarRefImpl::Interval(v) => serialize_interval(&v, buf),
         ScalarRefImpl::Date(v) => serialize_date(v.0.num_days_from_ce(), buf),
-        ScalarRefImpl::Timestamp(v) => {
-            serialize_timestamp(v.0.timestamp(), v.0.timestamp_subsec_nanos(), buf)
-        }
+        ScalarRefImpl::Timestamp(v) => serialize_timestamp(
+            v.0.and_utc().timestamp(),
+            v.0.and_utc().timestamp_subsec_nanos(),
+            buf,
+        ),
         ScalarRefImpl::Timestamptz(v) => buf.put_i64_le(v.timestamp_micros()),
         ScalarRefImpl::Time(v) => {
             serialize_time(v.0.num_seconds_from_midnight(), v.0.nanosecond(), buf)
diff --git a/src/compute/src/memory/config.rs b/src/compute/src/memory/config.rs
index 2a908d850f3f1..2a6607c268a67 100644
--- a/src/compute/src/memory/config.rs
+++ b/src/compute/src/memory/config.rs
@@ -27,7 +27,9 @@ pub const MIN_COMPUTE_MEMORY_MB: usize = 512;
 /// overhead, network buffer, etc.) in megabytes.
 pub const MIN_SYSTEM_RESERVED_MEMORY_MB: usize = 512;
 
-const SYSTEM_RESERVED_MEMORY_PROPORTION: f64 = 0.3;
+const RESERVED_MEMORY_LEVELS: [usize; 2] = [16 << 30, usize::MAX];
+
+const RESERVED_MEMORY_PROPORTIONS: [f64; 2] = [0.3, 0.2];
 
 const STORAGE_MEMORY_PROPORTION: f64 = 0.3;
 
@@ -44,7 +46,7 @@ const STORAGE_SHARED_BUFFER_MEMORY_PROPORTION: f64 = 0.3;
 const COMPUTE_BATCH_MEMORY_PROPORTION: f64 = 0.3;
 
 /// Each compute node reserves some memory for stack and code segment of processes, allocation
-/// overhead, network buffer, etc. based on `SYSTEM_RESERVED_MEMORY_PROPORTION`. The reserve memory
+/// overhead, network buffer, etc. based on gradient reserve memory proportion. The reserve memory
 /// size must be larger than `MIN_SYSTEM_RESERVED_MEMORY_MB`
 pub fn reserve_memory_bytes(opts: &ComputeNodeOpts) -> (usize, usize) {
     if opts.total_memory_bytes < MIN_COMPUTE_MEMORY_MB << 20 {
@@ -55,10 +57,10 @@ pub fn reserve_memory_bytes(opts: &ComputeNodeOpts) -> (usize, usize) {
         );
     }
 
-    // If `reserved_memory_bytes` is not set, use `SYSTEM_RESERVED_MEMORY_PROPORTION` * `total_memory_bytes`.
-    let reserved = opts.reserved_memory_bytes.unwrap_or_else(|| {
-        (opts.total_memory_bytes as f64 * SYSTEM_RESERVED_MEMORY_PROPORTION).ceil() as usize
-    });
+    // If `reserved_memory_bytes` is not set, calculate total_memory_bytes based on gradient reserve memory proportion.
+    let reserved = opts
+        .reserved_memory_bytes
+        .unwrap_or_else(|| gradient_reserve_memory_bytes(opts.total_memory_bytes));
 
     // Should have at least `MIN_SYSTEM_RESERVED_MEMORY_MB` for reserved memory.
     let reserved = std::cmp::max(reserved, MIN_SYSTEM_RESERVED_MEMORY_MB << 20);
@@ -66,6 +68,31 @@ pub fn reserve_memory_bytes(opts: &ComputeNodeOpts) -> (usize, usize) {
     (reserved, opts.total_memory_bytes - reserved)
 }
 
+/// Calculate the reserved memory based on the total memory size.
+/// The reserved memory size is calculated based on the following gradient:
+/// - 30% of the first 16GB
+/// - 20% of the rest
+fn gradient_reserve_memory_bytes(total_memory_bytes: usize) -> usize {
+    let mut total_memory_bytes = total_memory_bytes;
+    let mut reserved = 0;
+    for i in 0..RESERVED_MEMORY_LEVELS.len() {
+        let level_diff = if i == 0 {
+            RESERVED_MEMORY_LEVELS[0]
+        } else {
+            RESERVED_MEMORY_LEVELS[i] - RESERVED_MEMORY_LEVELS[i - 1]
+        };
+        if total_memory_bytes <= level_diff {
+            reserved += (total_memory_bytes as f64 * RESERVED_MEMORY_PROPORTIONS[i]) as usize;
+            break;
+        } else {
+            reserved += (level_diff as f64 * RESERVED_MEMORY_PROPORTIONS[i]) as usize;
+            total_memory_bytes -= level_diff;
+        }
+    }
+
+    reserved
+}
+
 /// Decide the memory limit for each storage cache. If not specified in `StorageConfig`, memory
 /// limits are calculated based on the proportions to total `non_reserved_memory_bytes`.
 pub fn storage_memory_config(
@@ -346,4 +373,17 @@ mod tests {
         assert_eq!(memory_config.shared_buffer_capacity_mb, 1024);
         assert_eq!(memory_config.compactor_memory_limit_mb, 512);
     }
+
+    #[test]
+    fn test_gradient_reserve_memory_bytes() {
+        assert_eq!(super::gradient_reserve_memory_bytes(4 << 30), 1288490188);
+        assert_eq!(super::gradient_reserve_memory_bytes(8 << 30), 2576980377);
+        assert_eq!(super::gradient_reserve_memory_bytes(16 << 30), 5153960755);
+        assert_eq!(super::gradient_reserve_memory_bytes(24 << 30), 6871947673);
+        assert_eq!(super::gradient_reserve_memory_bytes(32 << 30), 8589934591);
+        assert_eq!(super::gradient_reserve_memory_bytes(54 << 30), 13314398617);
+        assert_eq!(super::gradient_reserve_memory_bytes(64 << 30), 15461882265);
+        assert_eq!(super::gradient_reserve_memory_bytes(100 << 30), 23192823398);
+        assert_eq!(super::gradient_reserve_memory_bytes(128 << 30), 29205777612);
+    }
 }
diff --git a/src/compute/src/rpc/service/monitor_service.rs b/src/compute/src/rpc/service/monitor_service.rs
index 6723528fcd1b8..e1c6247296b00 100644
--- a/src/compute/src/rpc/service/monitor_service.rs
+++ b/src/compute/src/rpc/service/monitor_service.rs
@@ -22,6 +22,7 @@ use itertools::Itertools;
 use prometheus::core::Collector;
 use risingwave_common::config::{MetricLevel, ServerConfig};
 use risingwave_common_heap_profiling::{AUTO_DUMP_SUFFIX, COLLAPSED_SUFFIX, MANUALLY_DUMP_SUFFIX};
+use risingwave_jni_core::jvm_runtime::dump_jvm_stack_traces;
 use risingwave_pb::monitor_service::monitor_service_server::MonitorService;
 use risingwave_pb::monitor_service::{
     AnalyzeHeapRequest, AnalyzeHeapResponse, BackPressureInfo, GetBackPressureRequest,
@@ -102,6 +103,12 @@ impl MonitorService for MonitorServiceImpl {
 
         let barrier_worker_state = self.stream_mgr.inspect_barrier_state().await?;
 
+        let jvm_stack_traces = match dump_jvm_stack_traces() {
+            Ok(None) => None,
+            Err(err) => Some(err.as_report().to_string()),
+            Ok(Some(stack_traces)) => Some(stack_traces),
+        };
+
         Ok(Response::new(StackTraceResponse {
             actor_traces,
             rpc_traces,
@@ -111,6 +118,12 @@ impl MonitorService for MonitorServiceImpl {
                 self.stream_mgr.env.worker_id(),
                 barrier_worker_state,
             )]),
+            jvm_stack_traces: match jvm_stack_traces {
+                Some(stack_traces) => {
+                    BTreeMap::from_iter([(self.stream_mgr.env.worker_id(), stack_traces)])
+                }
+                None => BTreeMap::new(),
+            },
         }))
     }
 
diff --git a/src/compute/src/server.rs b/src/compute/src/server.rs
index a9cb9afa9736f..a28631a29bea6 100644
--- a/src/compute/src/server.rs
+++ b/src/compute/src/server.rs
@@ -17,9 +17,11 @@ use std::sync::Arc;
 use std::time::Duration;
 
 use risingwave_batch::monitor::{
-    GLOBAL_BATCH_EXECUTOR_METRICS, GLOBAL_BATCH_MANAGER_METRICS, GLOBAL_BATCH_TASK_METRICS,
+    GLOBAL_BATCH_EXECUTOR_METRICS, GLOBAL_BATCH_MANAGER_METRICS, GLOBAL_BATCH_SPILL_METRICS,
+    GLOBAL_BATCH_TASK_METRICS,
 };
 use risingwave_batch::rpc::service::task_service::BatchServiceImpl;
+use risingwave_batch::spill::spill_op::SpillOp;
 use risingwave_batch::task::{BatchEnvironment, BatchManager};
 use risingwave_common::config::{
     load_config, AsyncStackTraceOption, MetricLevel, StorageMemoryConfig,
@@ -89,7 +91,6 @@ pub async fn compute_node_serve(
 ) -> (Vec<JoinHandle<()>>, Sender<()>) {
     // Load the configuration.
     let config = load_config(&opts.config_path, &opts);
-
     info!("Starting compute node",);
     info!("> config: {:?}", config);
     info!(
@@ -176,6 +177,7 @@ pub async fn compute_node_serve(
     let batch_executor_metrics = Arc::new(GLOBAL_BATCH_EXECUTOR_METRICS.clone());
     let batch_manager_metrics = Arc::new(GLOBAL_BATCH_MANAGER_METRICS.clone());
     let exchange_srv_metrics = Arc::new(GLOBAL_EXCHANGE_SERVICE_METRICS.clone());
+    let batch_spill_metrics = Arc::new(GLOBAL_BATCH_SPILL_METRICS.clone());
 
     // Initialize state store.
     let state_store_metrics = Arc::new(global_hummock_state_store_metrics(
@@ -208,6 +210,7 @@ pub async fn compute_node_serve(
         storage_metrics.clone(),
         compactor_metrics.clone(),
         await_tree_config.clone(),
+        system_params.use_new_object_prefix_strategy(),
     )
     .await
     .unwrap();
@@ -347,6 +350,7 @@ pub async fn compute_node_serve(
         client_pool,
         dml_mgr.clone(),
         source_metrics.clone(),
+        batch_spill_metrics.clone(),
         config.server.metrics_level,
     );
 
@@ -391,6 +395,10 @@ pub async fn compute_node_serve(
         tracing::info!("Telemetry didn't start due to config");
     }
 
+    // Clean up the spill directory.
+    #[cfg(not(madsim))]
+    SpillOp::clean_spill_directory().await.unwrap();
+
     let (shutdown_send, mut shutdown_recv) = tokio::sync::oneshot::channel::<()>();
     let join_handle = tokio::spawn(async move {
         tonic::transport::Server::builder()
diff --git a/src/compute/tests/cdc_tests.rs b/src/compute/tests/cdc_tests.rs
index 03045fb4e0f6e..26f822bae558f 100644
--- a/src/compute/tests/cdc_tests.rs
+++ b/src/compute/tests/cdc_tests.rs
@@ -33,8 +33,9 @@ use risingwave_common::types::{Datum, JsonbVal};
 use risingwave_common::util::epoch::{test_epoch, EpochExt};
 use risingwave_common::util::sort_util::{ColumnOrder, OrderType};
 use risingwave_connector::source::cdc::external::mock_external_table::MockExternalTableReader;
+use risingwave_connector::source::cdc::external::mysql::MySqlOffset;
 use risingwave_connector::source::cdc::external::{
-    DebeziumOffset, DebeziumSourceOffset, ExternalTableReaderImpl, MySqlOffset, SchemaTableName,
+    DebeziumOffset, DebeziumSourceOffset, ExternalTableReaderImpl, SchemaTableName,
 };
 use risingwave_connector::source::cdc::DebeziumCdcSplit;
 use risingwave_connector::source::SplitImpl;
diff --git a/src/compute/tests/integration_tests.rs b/src/compute/tests/integration_tests.rs
index 14be0e64e7a20..14dbfed466158 100644
--- a/src/compute/tests/integration_tests.rs
+++ b/src/compute/tests/integration_tests.rs
@@ -21,7 +21,7 @@ use std::sync::Arc;
 use futures::stream::StreamExt;
 use futures_async_stream::try_stream;
 use itertools::Itertools;
-use maplit::{convert_args, hashmap};
+use maplit::{btreemap, convert_args};
 use risingwave_batch::error::BatchError;
 use risingwave_batch::executor::{
     BoxedDataChunkStream, BoxedExecutor, DeleteExecutor, Executor as BatchExecutor, InsertExecutor,
@@ -114,7 +114,7 @@ async fn test_table_materialize() -> StreamResult<()> {
         row_format: PbRowFormatType::Json as i32,
         ..Default::default()
     };
-    let properties = convert_args!(hashmap!(
+    let properties = convert_args!(btreemap!(
         "connector" => "datagen",
         "fields.v1.min" => "1",
         "fields.v1.max" => "1000",
diff --git a/src/config/docs.md b/src/config/docs.md
index 8c30d6e836fb0..a52ce9202a3b3 100644
--- a/src/config/docs.md
+++ b/src/config/docs.md
@@ -78,6 +78,7 @@ This page is automatically generated by `./risedev generate-example-config`
 | max_bytes_for_level_base |  | 536870912 |
 | max_bytes_for_level_multiplier |  | 5 |
 | max_compaction_bytes |  | 2147483648 |
+| max_level |  | 6 |
 | max_space_reclaim_bytes |  | 536870912 |
 | max_sub_compaction |  | 4 |
 | sub_level_max_compaction_bytes |  | 134217728 |
@@ -104,6 +105,7 @@ This page is automatically generated by `./risedev generate-example-config`
 | cache_refill |  |  |
 | check_compaction_result |  | false |
 | compact_iter_recreate_timeout_ms |  | 600000 |
+| compactor_concurrent_uploading_sst_count | The concurrent uploading number of `SSTables` of buidler |  |
 | compactor_fast_max_compact_delete_ratio |  | 40 |
 | compactor_fast_max_compact_task_size |  | 2147483648 |
 | compactor_iter_max_io_retry_times |  | 8 |
@@ -127,7 +129,7 @@ This page is automatically generated by `./risedev generate-example-config`
 | meta_file_cache |  |  |
 | min_sst_size_for_streaming_upload | Whether to enable streaming upload for sstable. | 33554432 |
 | min_sstable_size_mb |  | 32 |
-| object_store |  |  |
+| object_store | Object storage configuration 1. General configuration 2. Some special configuration of Backend 3. Retry and timeout configuration |  |
 | prefetch_buffer_capacity_mb | max memory usage for large query |  |
 | share_buffer_compaction_worker_threads_number | Worker threads number of dedicated tokio runtime for share buffer compaction. 0 means use tokio's default value (number of CPU core). | 4 |
 | share_buffer_upload_concurrency | Number of tasks shared buffer can upload in parallel. | 8 |
@@ -136,6 +138,7 @@ This page is automatically generated by `./risedev generate-example-config`
 | shared_buffer_flush_ratio | The shared buffer will start flushing data to object when the ratio of memory usage to the shared buffer capacity exceed such ratio. | 0.800000011920929 |
 | shared_buffer_min_batch_flush_size_mb | The minimum total flush size of shared buffer spill. When a shared buffer spilled is trigger, the total flush size across multiple epochs should be at least higher than this size. | 800 |
 | sstable_id_remote_fetch_number | Number of SST ids fetched from meta per RPC | 10 |
+| table_info_statistic_history_times | The window size of table info statistic history. | 240 |
 | write_conflict_detection_enabled | Whether to enable write conflict detection | true |
 
 ## streaming
@@ -165,3 +168,4 @@ This page is automatically generated by `./risedev generate-example-config`
 | pause_on_next_bootstrap | Whether to pause all data sources on next bootstrap. | false |
 | sstable_size_mb | Target size of the Sstable. | 256 |
 | state_store | URL for the state store |  |
+| use_new_object_prefix_strategy | Whether to split object prefix. |  |
diff --git a/src/config/example.toml b/src/config/example.toml
index 9a3f6ffd4d53f..a708fed3b84bf 100644
--- a/src/config/example.toml
+++ b/src/config/example.toml
@@ -72,6 +72,7 @@ max_space_reclaim_bytes = 536870912
 level0_max_compact_file_number = 100
 tombstone_reclaim_ratio = 40
 enable_emergency_picker = true
+max_level = 6
 
 [meta.developer]
 meta_cached_traces_num = 256
@@ -149,6 +150,7 @@ max_preload_io_retry_times = 3
 compactor_fast_max_compact_delete_ratio = 40
 compactor_fast_max_compact_task_size = 2147483648
 compactor_iter_max_io_retry_times = 8
+table_info_statistic_history_times = 240
 mem_table_spill_threshold = 4194304
 
 [storage.cache.block_cache_eviction]
@@ -164,8 +166,6 @@ file_capacity_mb = 64
 flushers = 4
 reclaimers = 4
 recover_concurrency = 8
-lfu_window_to_cache_size_ratio = 1
-lfu_tiny_lru_capacity_ratio = 0.01
 insert_rate_limit_mb = 0
 indexer_shards = 64
 compression = "none"
@@ -177,8 +177,6 @@ file_capacity_mb = 64
 flushers = 4
 reclaimers = 4
 recover_concurrency = 8
-lfu_window_to_cache_size_ratio = 1
-lfu_tiny_lru_capacity_ratio = 0.01
 insert_rate_limit_mb = 0
 indexer_shards = 64
 compression = "none"
@@ -193,7 +191,9 @@ recent_filter_layers = 6
 recent_filter_rotate_interval_ms = 10000
 
 [storage.object_store]
-object_store_set_atomic_write_dir = false
+set_atomic_write_dir = false
+opendal_upload_concurrency = 8
+opendal_writer_abort_on_err = false
 
 [storage.object_store.retry]
 req_backoff_interval_ms = 1000
@@ -217,15 +217,15 @@ list_attempt_timeout_ms = 600000
 list_retry_attempts = 3
 
 [storage.object_store.s3]
-object_store_keepalive_ms = 600000
-object_store_recv_buffer_size = 2097152
-object_store_nodelay = true
+keepalive_ms = 600000
+recv_buffer_size = 2097152
+nodelay = true
 retry_unknown_service_error = false
 identity_resolution_timeout_s = 5
 
 [storage.object_store.s3.developer]
-object_store_retry_unknown_service_error = false
-object_store_retryable_service_error_codes = ["SlowDown", "TooManyRequests"]
+retry_unknown_service_error = false
+retryable_service_error_codes = ["SlowDown", "TooManyRequests"]
 use_opendal = false
 
 [system]
diff --git a/src/connector/Cargo.toml b/src/connector/Cargo.toml
index 1cd0362151b83..17a00eb81735f 100644
--- a/src/connector/Cargo.toml
+++ b/src/connector/Cargo.toml
@@ -15,15 +15,12 @@ normal = ["workspace-hack"]
 
 [dependencies]
 anyhow = "1"
-apache-avro = { git = "https://github.com/risingwavelabs/avro", rev = "5349b0c7b35940d117397edbd314ca9087cdb892", features = [
-    "snappy",
-    "zstandard",
-    "bzip",
-    "xz",
-] }
+apache-avro = { workspace = true }
 arrow-array = { workspace = true }
+arrow-array-iceberg = { workspace = true }
 arrow-row = { workspace = true }
 arrow-schema = { workspace = true }
+arrow-schema-iceberg = { workspace = true }
 arrow-select = { workspace = true }
 assert_matches = "1"
 async-nats = "0.35"
@@ -55,7 +52,7 @@ clickhouse = { git = "https://github.com/risingwavelabs/clickhouse.rs", rev = "d
 ] }
 csv = "1.3"
 deltalake = { workspace = true }
-duration-str = "0.10.0"
+duration-str = "0.11.2"
 easy-ext = "1"
 enum-as-inner = "0.6"
 futures = { version = "0.3", default-features = false, features = ["alloc"] }
@@ -68,14 +65,14 @@ google-cloud-googleapis = { version = "0.13", features = ["pubsub", "bigquery"]
 google-cloud-pubsub = "0.25"
 http = "0.2"
 icelake = { workspace = true }
-indexmap = { version = "1.9.3", features = ["serde"] }
+indexmap = { version = "2.2.6", features = ["serde"] }
 itertools = { workspace = true }
 jni = { version = "0.21.1", features = ["invocation"] }
 jsonbb = { workspace = true }
 jsonwebtoken = "9.2.0"
-jst = { package = 'jsonschema-transpiler', git = "https://github.com/mozilla/jsonschema-transpiler", rev = "c1a89d720d118843d8bcca51084deb0ed223e4b4" }
 maplit = "1.0.2"
 moka = { version = "0.12", features = ["future"] }
+mongodb = { version = "2.8.2", features = ["tokio-runtime"] }
 mysql_async = { version = "0.34", default-features = false, features = [
     "default",
 ] }
@@ -84,7 +81,13 @@ mysql_common = { version = "0.32", default-features = false, features = [
 ] }
 nexmark = { version = "0.2", features = ["serde"] }
 num-bigint = "0.4"
-opendal = "0.45"
+opendal = { version = "0.47", features = [
+    "executors-tokio",
+    "services-fs",
+    "services-gcs",
+    "services-memory",
+    "services-s3",
+] }
 openssl = "0.10"
 parking_lot = { workspace = true }
 paste = "1"
@@ -124,16 +127,23 @@ rustls-native-certs = "0.7"
 rustls-pemfile = "2"
 rustls-pki-types = "1"
 rw_futures_util = { workspace = true }
+sea-schema = { version = "0.14", default-features = false, features = [
+    "discovery",
+    "sqlx-postgres",
+    "sqlx-mysql",
+] }
 serde = { version = "1", features = ["derive", "rc"] }
 serde_derive = "1"
 serde_json = "1"
 serde_with = { version = "3", features = ["json"] }
-simd-json = "0.13.3"
+simd-json = { version = "0.13.3", features = ["hints"] }
+sqlx = { workspace = true }
 strum = "0.26"
 strum_macros = "0.26"
 tempfile = "3"
 thiserror = "1"
 thiserror-ext = { workspace = true }
+tiberius = { version = "0.12", default-features = false, features = ["chrono", "time", "tds73", "rust_decimal", "bigdecimal", "rustls"] }
 time = "0.3.30"
 tokio = { version = "0.2", package = "madsim-tokio", features = [
     "rt",
diff --git a/src/connector/benches/nexmark_integration.rs b/src/connector/benches/nexmark_integration.rs
index 28596e26eec19..172931562efef 100644
--- a/src/connector/benches/nexmark_integration.rs
+++ b/src/connector/benches/nexmark_integration.rs
@@ -26,7 +26,7 @@ use criterion::{criterion_group, criterion_main, BatchSize, Criterion};
 use futures::{FutureExt, StreamExt, TryStreamExt};
 use itertools::Itertools;
 use risingwave_common::array::StreamChunk;
-use risingwave_common::catalog::ColumnId;
+use risingwave_common::catalog::{ColumnDesc, ColumnId};
 use risingwave_common::types::DataType;
 use risingwave_connector::parser::{
     ByteStreamSourceParserImpl, CommonParserConfig, ParserConfig, SpecificParserConfig,
@@ -37,15 +37,12 @@ use risingwave_connector::source::{
 use tracing::Level;
 use tracing_subscriber::prelude::*;
 
-static BATCH: LazyLock<Vec<SourceMessage>> = LazyLock::new(make_batch);
+static BATCH: LazyLock<Vec<SourceMessage>> = LazyLock::new(|| make_batch(false));
+static STRUCT_BATCH: LazyLock<Vec<SourceMessage>> = LazyLock::new(|| make_batch(true));
 
-fn make_batch() -> Vec<SourceMessage> {
+fn make_batch(use_struct: bool) -> Vec<SourceMessage> {
     let mut generator = nexmark::EventGenerator::default()
         .with_type_filter(nexmark::event::EventType::Bid)
-        .map(|e| match e {
-            nexmark::event::Event::Bid(bid) => bid, // extract the bid event
-            _ => unreachable!(),
-        })
         .enumerate();
 
     let message_base = SourceMessage {
@@ -58,9 +55,16 @@ fn make_batch() -> Vec<SourceMessage> {
 
     generator
         .by_ref()
-        .take(1024)
-        .map(|(i, e)| {
-            let payload = serde_json::to_vec(&e).unwrap();
+        .take(16384)
+        .map(|(i, event)| {
+            let payload = if use_struct {
+                serde_json::to_vec(&event).unwrap()
+            } else {
+                let nexmark::event::Event::Bid(bid) = event else {
+                    unreachable!()
+                };
+                serde_json::to_vec(&bid).unwrap()
+            };
             SourceMessage {
                 payload: Some(payload),
                 offset: i.to_string(),
@@ -70,14 +74,18 @@ fn make_batch() -> Vec<SourceMessage> {
         .collect_vec()
 }
 
-fn make_data_stream() -> BoxSourceStream {
-    futures::future::ready(Ok(BATCH.clone()))
-        .into_stream()
-        .boxed()
+fn make_data_stream(use_struct: bool) -> BoxSourceStream {
+    futures::future::ready(Ok(if use_struct {
+        STRUCT_BATCH.clone()
+    } else {
+        BATCH.clone()
+    }))
+    .into_stream()
+    .boxed()
 }
 
-fn make_parser() -> ByteStreamSourceParserImpl {
-    let rw_columns = [
+fn make_parser(use_struct: bool) -> ByteStreamSourceParserImpl {
+    let fields = vec![
         ("auction", DataType::Int64),
         ("bidder", DataType::Int64),
         ("price", DataType::Int64),
@@ -85,11 +93,23 @@ fn make_parser() -> ByteStreamSourceParserImpl {
         ("url", DataType::Varchar),
         ("date_time", DataType::Timestamp),
         ("extra", DataType::Varchar),
-    ]
-    .into_iter()
-    .enumerate()
-    .map(|(i, (n, t))| SourceColumnDesc::simple(n, t, ColumnId::new(i as _)))
-    .collect_vec();
+    ];
+
+    let rw_columns = if use_struct {
+        let fields = fields
+            .into_iter()
+            .enumerate()
+            .map(|(i, (n, t))| ColumnDesc::named(n, ColumnId::new(i as _), t))
+            .collect();
+        let struct_col = ColumnDesc::new_struct("bid", 114514, "bid", fields);
+        vec![(&struct_col).into()]
+    } else {
+        fields
+            .into_iter()
+            .enumerate()
+            .map(|(i, (n, t))| SourceColumnDesc::simple(n, t, ColumnId::new(i as _)))
+            .collect_vec()
+    };
 
     let config = ParserConfig {
         common: CommonParserConfig { rw_columns },
@@ -99,8 +119,10 @@ fn make_parser() -> ByteStreamSourceParserImpl {
     ByteStreamSourceParserImpl::create_for_test(config).unwrap()
 }
 
-fn make_stream_iter() -> impl Iterator<Item = StreamChunk> {
-    let mut stream: BoxChunkSourceStream = make_parser().into_stream(make_data_stream()).boxed();
+fn make_stream_iter(use_struct: bool) -> impl Iterator<Item = StreamChunk> {
+    let mut stream: BoxChunkSourceStream = make_parser(use_struct)
+        .into_stream(make_data_stream(use_struct))
+        .boxed();
 
     std::iter::from_fn(move || {
         stream
@@ -116,7 +138,7 @@ fn make_stream_iter() -> impl Iterator<Item = StreamChunk> {
 fn bench(c: &mut Criterion) {
     c.bench_function("parse_nexmark", |b| {
         b.iter_batched(
-            make_stream_iter,
+            || make_stream_iter(false),
             |mut iter| iter.next().unwrap(),
             BatchSize::SmallInput,
         )
@@ -135,11 +157,19 @@ fn bench(c: &mut Criterion) {
             .into();
 
         b.iter_batched(
-            make_stream_iter,
+            || make_stream_iter(false),
             |mut iter| tracing::dispatcher::with_default(&dispatch, || iter.next().unwrap()),
             BatchSize::SmallInput,
         )
     });
+
+    c.bench_function("parse_nexmark_struct_type", |b| {
+        b.iter_batched(
+            || make_stream_iter(true),
+            |mut iter| iter.next().unwrap(),
+            BatchSize::SmallInput,
+        )
+    });
 }
 
 criterion_group!(benches, bench);
diff --git a/src/connector/codec/Cargo.toml b/src/connector/codec/Cargo.toml
index a7b45aaa640bc..d9e6e274f0fef 100644
--- a/src/connector/codec/Cargo.toml
+++ b/src/connector/codec/Cargo.toml
@@ -16,22 +16,20 @@ normal = ["workspace-hack"]
 
 [dependencies]
 anyhow = "1"
-apache-avro = { git = "https://github.com/risingwavelabs/avro", rev = "5349b0c7b35940d117397edbd314ca9087cdb892", features = [
-    "snappy",
-    "zstandard",
-    "bzip",
-    "xz",
-] }
+apache-avro = { workspace = true }
 chrono = { version = "0.4", default-features = false, features = [
     "clock",
     "std",
 ] }
+easy-ext = "1"
 itertools = { workspace = true }
 jsonbb = { workspace = true }
+jst = { package = 'jsonschema-transpiler', git = "https://github.com/mozilla/jsonschema-transpiler", rev = "c1a89d720d118843d8bcca51084deb0ed223e4b4" }
 num-bigint = "0.4"
 risingwave_common = { workspace = true }
 risingwave_pb = { workspace = true }
 rust_decimal = "1"
+serde_json = "1.0"
 thiserror = "1"
 thiserror-ext = { workspace = true }
 time = "0.3.30"
diff --git a/src/connector/codec/src/decoder/avro/mod.rs b/src/connector/codec/src/decoder/avro/mod.rs
index 57ec0ad61dbab..cdd9aea416c8f 100644
--- a/src/connector/codec/src/decoder/avro/mod.rs
+++ b/src/connector/codec/src/decoder/avro/mod.rs
@@ -25,7 +25,8 @@ use risingwave_common::array::{ListValue, StructValue};
 use risingwave_common::bail;
 use risingwave_common::log::LogSuppresser;
 use risingwave_common::types::{
-    DataType, Date, Interval, JsonbVal, ScalarImpl, Time, Timestamp, Timestamptz,
+    DataType, Date, DatumCow, Interval, JsonbVal, ScalarImpl, Time, Timestamp, Timestamptz,
+    ToOwnedDatum,
 };
 use risingwave_common::util::iter_util::ZipEqFast;
 
@@ -56,7 +57,7 @@ impl<'a> AvroParseOptions<'a> {
 }
 
 impl<'a> AvroParseOptions<'a> {
-    fn extract_inner_schema(&self, key: Option<&'a str>) -> Option<&'a Schema> {
+    fn extract_inner_schema(&self, key: Option<&str>) -> Option<&'a Schema> {
         self.schema
             .map(|schema| avro_extract_field_schema(schema, key))
             .transpose()
@@ -87,8 +88,8 @@ impl<'a> AvroParseOptions<'a> {
     pub fn convert_to_datum<'b>(
         &self,
         value: &'b Value,
-        type_expected: &'b DataType,
-    ) -> AccessResult
+        type_expected: &DataType,
+    ) -> AccessResult<DatumCow<'b>>
     where
         'b: 'a,
     {
@@ -98,8 +99,14 @@ impl<'a> AvroParseOptions<'a> {
             value: String::new(),
         };
 
+        macro_rules! borrowed {
+            ($v:expr) => {
+                return Ok(DatumCow::Borrowed(Some($v.into())))
+            };
+        }
+
         let v: ScalarImpl = match (type_expected, value) {
-            (_, Value::Null) => return Ok(None),
+            (_, Value::Null) => return Ok(DatumCow::NULL),
             (_, Value::Union(_, v)) => {
                 let schema = self.extract_inner_schema(None);
                 return Self {
@@ -183,8 +190,8 @@ impl<'a> AvroParseOptions<'a> {
                 .map_err(|_| create_error())?
                 .into(),
             // ---- Varchar -----
-            (DataType::Varchar, Value::Enum(_, symbol)) => symbol.clone().into_boxed_str().into(),
-            (DataType::Varchar, Value::String(s)) => s.clone().into_boxed_str().into(),
+            (DataType::Varchar, Value::Enum(_, symbol)) => borrowed!(symbol.as_str()),
+            (DataType::Varchar, Value::String(s)) => borrowed!(s.as_str()),
             // ---- Timestamp -----
             (DataType::Timestamp, Value::LocalTimestampMillis(ms)) => Timestamp::with_millis(*ms)
                 .map_err(|_| create_error())?
@@ -223,7 +230,8 @@ impl<'a> AvroParseOptions<'a> {
                                 schema,
                                 relax_numeric: self.relax_numeric,
                             }
-                            .convert_to_datum(value, field_type)?)
+                            .convert_to_datum(value, field_type)?
+                            .to_owned_datum())
                         } else {
                             Ok(None)
                         }
@@ -247,7 +255,7 @@ impl<'a> AvroParseOptions<'a> {
             })
             .into(),
             // ---- Bytea -----
-            (DataType::Bytea, Value::Bytes(value)) => value.clone().into_boxed_slice().into(),
+            (DataType::Bytea, Value::Bytes(value)) => borrowed!(value.as_slice()),
             // ---- Jsonb -----
             (DataType::Jsonb, v @ Value::Map(_)) => {
                 let mut builder = jsonbb::Builder::default();
@@ -262,26 +270,23 @@ impl<'a> AvroParseOptions<'a> {
 
             (_expected, _got) => Err(create_error())?,
         };
-        Ok(Some(v))
+        Ok(DatumCow::Owned(Some(v)))
     }
 }
 
-pub struct AvroAccess<'a, 'b> {
+pub struct AvroAccess<'a> {
     value: &'a Value,
-    options: AvroParseOptions<'b>,
+    options: AvroParseOptions<'a>,
 }
 
-impl<'a, 'b> AvroAccess<'a, 'b> {
-    pub fn new(value: &'a Value, options: AvroParseOptions<'b>) -> Self {
+impl<'a> AvroAccess<'a> {
+    pub fn new(value: &'a Value, options: AvroParseOptions<'a>) -> Self {
         Self { value, options }
     }
 }
 
-impl<'a, 'b> Access for AvroAccess<'a, 'b>
-where
-    'a: 'b,
-{
-    fn access(&self, path: &[&str], type_expected: &DataType) -> AccessResult {
+impl Access for AvroAccess<'_> {
+    fn access<'a>(&'a self, path: &[&str], type_expected: &DataType) -> AccessResult<DatumCow<'a>> {
         let mut value = self.value;
         let mut options: AvroParseOptions<'_> = self.options.clone();
 
@@ -352,7 +357,7 @@ pub fn avro_schema_skip_union(schema: &Schema) -> anyhow::Result<&Schema> {
 // extract inner filed/item schema of record/array/union
 pub fn avro_extract_field_schema<'a>(
     schema: &'a Schema,
-    name: Option<&'a str>,
+    name: Option<&str>,
 ) -> anyhow::Result<&'a Schema> {
     match schema {
         Schema::Record(RecordSchema { fields, lookup, .. }) => {
@@ -524,9 +529,9 @@ mod tests {
         value_schema: &Schema,
         shape: &DataType,
     ) -> anyhow::Result<Datum> {
-        AvroParseOptions::create(value_schema)
-            .convert_to_datum(&value, shape)
-            .map_err(Into::into)
+        Ok(AvroParseOptions::create(value_schema)
+            .convert_to_datum(&value, shape)?
+            .to_owned_datum())
     }
 
     #[test]
@@ -569,7 +574,8 @@ mod tests {
         let options = AvroParseOptions::create(&schema);
         let resp = options
             .convert_to_datum(&value, &DataType::Decimal)
-            .unwrap();
+            .unwrap()
+            .to_owned_datum();
         assert_eq!(
             resp,
             Some(ScalarImpl::Decimal(Decimal::Normalized(
@@ -608,7 +614,8 @@ mod tests {
         let options = AvroParseOptions::create(&schema);
         let resp = options
             .convert_to_datum(&value, &DataType::Decimal)
-            .unwrap();
+            .unwrap()
+            .to_owned_datum();
         assert_eq!(resp, Some(ScalarImpl::Decimal(Decimal::from(66051))));
     }
 }
diff --git a/src/connector/codec/src/decoder/json/mod.rs b/src/connector/codec/src/decoder/json/mod.rs
new file mode 100644
index 0000000000000..b56ce3abbee25
--- /dev/null
+++ b/src/connector/codec/src/decoder/json/mod.rs
@@ -0,0 +1,35 @@
+// Copyright 2024 RisingWave Labs
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+use anyhow::Context;
+use risingwave_pb::plan_common::ColumnDesc;
+
+use super::avro::{avro_schema_to_column_descs, MapHandling};
+
+impl crate::JsonSchema {
+    /// FIXME: when the JSON schema is invalid, it will panic.
+    ///
+    /// ## Notes on type conversion
+    /// Map will be used when an object doesn't have `properties` but has `additionalProperties`.
+    /// When an object has `properties` and `additionalProperties`, the latter will be ignored.
+    /// <https://github.com/mozilla/jsonschema-transpiler/blob/fb715c7147ebd52427e0aea09b2bba2d539850b1/src/jsonschema.rs#L228-L280>
+    ///
+    /// TODO: examine other stuff like `oneOf`, `patternProperties`, etc.
+    pub fn json_schema_to_columns(&self) -> anyhow::Result<Vec<ColumnDesc>> {
+        let avro_schema = jst::convert_avro(&self.0, jst::Context::default()).to_string();
+        let schema =
+            apache_avro::Schema::parse_str(&avro_schema).context("failed to parse avro schema")?;
+        avro_schema_to_column_descs(&schema, Some(MapHandling::Jsonb)).map_err(Into::into)
+    }
+}
diff --git a/src/connector/codec/src/decoder/mod.rs b/src/connector/codec/src/decoder/mod.rs
index b38d1db0a89db..61d761410fae6 100644
--- a/src/connector/codec/src/decoder/mod.rs
+++ b/src/connector/codec/src/decoder/mod.rs
@@ -13,9 +13,10 @@
 // limitations under the License.
 
 pub mod avro;
+pub mod json;
 pub mod utils;
 
-use risingwave_common::types::{DataType, Datum};
+use risingwave_common::types::{DataType, Datum, DatumCow, ToOwnedDatum};
 use thiserror::Error;
 use thiserror_ext::Macro;
 
@@ -43,15 +44,37 @@ pub enum AccessError {
 
 pub type AccessResult<T = Datum> = std::result::Result<T, AccessError>;
 
+/// Access to a field in the data structure.
 pub trait Access {
     /// Accesses `path` in the data structure (*parsed* Avro/JSON/Protobuf data),
     /// and then converts it to RisingWave `Datum`.
     /// `type_expected` might or might not be used during the conversion depending on the implementation.
     ///
+    /// # Path
+    ///
     /// We usually expect the data is a record (struct), and `path` represents field path.
     /// The data (or part of the data) represents the whole row (`Vec<Datum>`),
     /// and we use different `path` to access one column at a time.
     ///
     /// e.g., for Avro, we access `["col_name"]`; for Debezium Avro, we access `["before", "col_name"]`.
-    fn access(&self, path: &[&str], type_expected: &DataType) -> AccessResult<Datum>;
+    ///
+    /// # Returns
+    ///
+    /// The implementation should prefer to return a borrowed [`DatumRef`](risingwave_common::types::DatumRef)
+    /// through [`DatumCow::Borrowed`] to avoid unnecessary allocation if possible, especially for fields
+    /// with string or bytes data. If that's not the case, it may return an owned [`Datum`] through
+    /// [`DatumCow::Owned`].
+    fn access<'a>(&'a self, path: &[&str], type_expected: &DataType) -> AccessResult<DatumCow<'a>>;
+}
+
+// Note: made an extension trait to disallow implementing or overriding `access_owned`.
+#[easy_ext::ext(AccessExt)]
+impl<A: Access> A {
+    /// Similar to `access`, but always returns an owned [`Datum`]. See [`Access::access`] for more details.
+    ///
+    /// Always prefer calling `access` directly if possible to avoid unnecessary allocation.
+    pub fn access_owned(&self, path: &[&str], type_expected: &DataType) -> AccessResult<Datum> {
+        self.access(path, type_expected)
+            .map(ToOwnedDatum::to_owned_datum)
+    }
 }
diff --git a/src/connector/codec/src/lib.rs b/src/connector/codec/src/lib.rs
index 67198c78516a0..6b1335ab32e26 100644
--- a/src/connector/codec/src/lib.rs
+++ b/src/connector/codec/src/lib.rs
@@ -42,3 +42,22 @@
 /// Converts JSON/AVRO/Protobuf data to RisingWave datum.
 /// The core API is [`decoder::Access`].
 pub mod decoder;
+
+pub use apache_avro::schema::Schema as AvroSchema;
+pub use risingwave_pb::plan_common::ColumnDesc;
+pub struct JsonSchema(pub serde_json::Value);
+impl JsonSchema {
+    pub fn parse_str(schema: &str) -> anyhow::Result<Self> {
+        use anyhow::Context;
+
+        let value = serde_json::from_str(schema).context("failed to parse json schema")?;
+        Ok(Self(value))
+    }
+
+    pub fn parse_bytes(schema: &[u8]) -> anyhow::Result<Self> {
+        use anyhow::Context;
+
+        let value = serde_json::from_slice(schema).context("failed to parse json schema")?;
+        Ok(Self(value))
+    }
+}
diff --git a/src/connector/src/connector_common/common.rs b/src/connector/src/connector_common/common.rs
index e5aa7529e3e97..92bb7d9c30677 100644
--- a/src/connector/src/connector_common/common.rs
+++ b/src/connector/src/connector_common/common.rs
@@ -13,7 +13,7 @@
 // limitations under the License.
 
 use std::borrow::Cow;
-use std::collections::HashMap;
+use std::collections::BTreeMap;
 use std::io::Write;
 use std::time::Duration;
 
@@ -238,7 +238,7 @@ pub struct KafkaPrivateLinkCommon {
     /// This is generated from `private_link_targets` and `private_link_endpoint` in frontend, instead of given by users.
     #[serde(rename = "broker.rewrite.endpoints")]
     #[serde_as(as = "Option<JsonString>")]
-    pub broker_rewrite_map: Option<HashMap<String, String>>,
+    pub broker_rewrite_map: Option<BTreeMap<String, String>>,
 }
 
 const fn default_kafka_sync_call_timeout() -> Duration {
@@ -744,3 +744,24 @@ pub(crate) fn load_private_key(
         .ok_or_else(|| anyhow!("No private key found"))?;
     Ok(cert?.into())
 }
+
+#[serde_as]
+#[derive(Deserialize, Debug, Clone, WithOptions)]
+pub struct MongodbCommon {
+    /// The URL of MongoDB
+    #[serde(rename = "mongodb.url")]
+    pub connect_uri: String,
+    /// The collection name where data should be written to or read from. For sinks, the format is
+    /// `db_name.collection_name`. Data can also be written to dynamic collections, see `collection.name.field`
+    /// for more information.
+    #[serde(rename = "collection.name")]
+    pub collection_name: String,
+}
+
+impl MongodbCommon {
+    pub(crate) async fn build_client(&self) -> ConnectorResult<mongodb::Client> {
+        let client = mongodb::Client::with_uri_str(&self.connect_uri).await?;
+
+        Ok(client)
+    }
+}
diff --git a/src/connector/src/connector_common/mod.rs b/src/connector/src/connector_common/mod.rs
index 7a6254c8cde93..4ec36ba78e0be 100644
--- a/src/connector/src/connector_common/mod.rs
+++ b/src/connector/src/connector_common/mod.rs
@@ -18,6 +18,6 @@ pub use mqtt_common::{MqttCommon, QualityOfService as MqttQualityOfService};
 pub mod common;
 pub use common::{
     AwsAuthProps, AwsPrivateLinkItem, KafkaCommon, KafkaPrivateLinkCommon, KinesisCommon,
-    NatsCommon, PulsarCommon, PulsarOauthCommon, RdKafkaPropertiesCommon,
+    MongodbCommon, NatsCommon, PulsarCommon, PulsarOauthCommon, RdKafkaPropertiesCommon,
     PRIVATE_LINK_BROKER_REWRITE_MAP_KEY, PRIVATE_LINK_TARGETS_KEY,
 };
diff --git a/src/connector/src/error.rs b/src/connector/src/error.rs
index c3a438c168382..c0ee90d5e984d 100644
--- a/src/connector/src/error.rs
+++ b/src/connector/src/error.rs
@@ -46,6 +46,7 @@ def_anyhow_newtype! {
     // Connector errors
     opendal::Error => transparent, // believed to be self-explanatory
 
+    sqlx::Error => transparent, // believed to be self-explanatory
     mysql_async::Error => "MySQL error",
     tokio_postgres::Error => "Postgres error",
     apache_avro::Error => "Avro error",
@@ -58,10 +59,12 @@ def_anyhow_newtype! {
     icelake::Error => "Iceberg error",
     redis::RedisError => "Redis error",
     arrow_schema::ArrowError => "Arrow error",
+    arrow_schema_iceberg::ArrowError => "Arrow error",
     google_cloud_pubsub::client::google_cloud_auth::error::Error => "Google Cloud error",
     rumqttc::tokio_rustls::rustls::Error => "TLS error",
     rumqttc::v5::ClientError => "MQTT error",
     rumqttc::v5::OptionError => "MQTT error",
+    mongodb::error::Error => "Mongodb error",
 
     openssl::error::ErrorStack => "OpenSSL error",
 }
diff --git a/src/connector/src/lib.rs b/src/connector/src/lib.rs
index b701a0b8be431..8c0ade401cb47 100644
--- a/src/connector/src/lib.rs
+++ b/src/connector/src/lib.rs
@@ -34,6 +34,7 @@
 #![feature(negative_impls)]
 #![feature(register_tool)]
 #![feature(assert_matches)]
+#![feature(never_type)]
 #![register_tool(rw)]
 #![recursion_limit = "256"]
 
diff --git a/src/connector/src/macros.rs b/src/connector/src/macros.rs
index c964d99be7a40..48f4e16c747b1 100644
--- a/src/connector/src/macros.rs
+++ b/src/connector/src/macros.rs
@@ -240,6 +240,7 @@ macro_rules! impl_cdc_source_type {
             }
         )*
 
+        #[derive(Clone)]
         pub enum CdcSourceType {
             $(
                 $cdc_source_type,
diff --git a/src/connector/src/parser/additional_columns.rs b/src/connector/src/parser/additional_columns.rs
index 253718a00a7df..54b1120d06438 100644
--- a/src/connector/src/parser/additional_columns.rs
+++ b/src/connector/src/parser/additional_columns.rs
@@ -16,7 +16,7 @@ use std::collections::{HashMap, HashSet};
 use std::sync::LazyLock;
 
 use risingwave_common::bail;
-use risingwave_common::catalog::{ColumnCatalog, ColumnDesc, ColumnId};
+use risingwave_common::catalog::{max_column_id, ColumnCatalog, ColumnDesc, ColumnId};
 use risingwave_common::types::{DataType, StructType};
 use risingwave_pb::data::data_type::TypeName;
 use risingwave_pb::data::DataType as PbDataType;
@@ -114,7 +114,7 @@ pub fn gen_default_addition_col_name(
     })
 }
 
-pub fn build_additional_column_catalog(
+pub fn build_additional_column_desc(
     column_id: ColumnId,
     connector_name: &str,
     additional_col_type: &str,
@@ -123,7 +123,7 @@ pub fn build_additional_column_catalog(
     data_type: Option<&str>,
     reject_unknown_connector: bool,
     is_cdc_backfill_table: bool,
-) -> ConnectorResult<ColumnCatalog> {
+) -> ConnectorResult<ColumnDesc> {
     let compatible_columns = match (
         get_supported_additional_columns(connector_name, is_cdc_backfill_table),
         reject_unknown_connector,
@@ -154,120 +154,94 @@ pub fn build_additional_column_catalog(
         )
     });
 
-    let catalog = match additional_col_type {
-        "key" => ColumnCatalog {
-            column_desc: ColumnDesc::named_with_additional_column(
-                column_name,
-                column_id,
-                DataType::Bytea,
-                AdditionalColumn {
-                    column_type: Some(AdditionalColumnType::Key(AdditionalColumnKey {})),
-                },
-            ),
-            is_hidden: false,
-        },
-        "timestamp" => ColumnCatalog {
-            column_desc: ColumnDesc::named_with_additional_column(
-                column_name,
-                column_id,
-                DataType::Timestamptz,
-                AdditionalColumn {
-                    column_type: Some(AdditionalColumnType::Timestamp(
-                        AdditionalColumnTimestamp {},
-                    )),
-                },
-            ),
-            is_hidden: false,
-        },
-        "partition" => ColumnCatalog {
-            column_desc: ColumnDesc::named_with_additional_column(
-                column_name,
-                column_id,
-                DataType::Varchar,
-                AdditionalColumn {
-                    column_type: Some(AdditionalColumnType::Partition(
-                        AdditionalColumnPartition {},
-                    )),
-                },
-            ),
-            is_hidden: false,
-        },
-        "offset" => ColumnCatalog {
-            column_desc: ColumnDesc::named_with_additional_column(
-                column_name,
-                column_id,
-                DataType::Varchar,
-                AdditionalColumn {
-                    column_type: Some(AdditionalColumnType::Offset(AdditionalColumnOffset {})),
-                },
-            ),
-            is_hidden: false,
-        },
-        "file" => ColumnCatalog {
-            column_desc: ColumnDesc::named_with_additional_column(
-                column_name,
-                column_id,
-                DataType::Varchar,
-                AdditionalColumn {
-                    column_type: Some(AdditionalColumnType::Filename(AdditionalColumnFilename {})),
-                },
-            ),
-            is_hidden: false,
-        },
-        "header" => build_header_catalog(column_id, &column_name, inner_field_name, data_type),
-        "database_name" => ColumnCatalog {
-            column_desc: ColumnDesc::named_with_additional_column(
-                column_name,
-                column_id,
-                DataType::Varchar,
-                AdditionalColumn {
-                    column_type: Some(AdditionalColumnType::DatabaseName(
-                        AdditionalDatabaseName {},
-                    )),
-                },
-            ),
-            is_hidden: false,
-        },
-        "schema_name" => ColumnCatalog {
-            column_desc: ColumnDesc::named_with_additional_column(
-                column_name,
-                column_id,
-                DataType::Varchar,
-                AdditionalColumn {
-                    column_type: Some(AdditionalColumnType::SchemaName(AdditionalSchemaName {})),
-                },
-            ),
-            is_hidden: false,
-        },
+    let col_desc = match additional_col_type {
+        "key" => ColumnDesc::named_with_additional_column(
+            column_name,
+            column_id,
+            DataType::Bytea,
+            AdditionalColumn {
+                column_type: Some(AdditionalColumnType::Key(AdditionalColumnKey {})),
+            },
+        ),
 
-        "table_name" => ColumnCatalog {
-            column_desc: ColumnDesc::named_with_additional_column(
-                column_name,
-                column_id,
-                DataType::Varchar,
-                AdditionalColumn {
-                    column_type: Some(AdditionalColumnType::TableName(AdditionalTableName {})),
-                },
-            ),
-            is_hidden: false,
-        },
-        "collection_name" => ColumnCatalog {
-            column_desc: ColumnDesc::named_with_additional_column(
-                column_name,
-                column_id,
-                DataType::Varchar,
-                AdditionalColumn {
-                    column_type: Some(AdditionalColumnType::CollectionName(
-                        AdditionalCollectionName {},
-                    )),
-                },
-            ),
-            is_hidden: false,
-        },
+        "timestamp" => ColumnDesc::named_with_additional_column(
+            column_name,
+            column_id,
+            DataType::Timestamptz,
+            AdditionalColumn {
+                column_type: Some(AdditionalColumnType::Timestamp(
+                    AdditionalColumnTimestamp {},
+                )),
+            },
+        ),
+        "partition" => ColumnDesc::named_with_additional_column(
+            column_name,
+            column_id,
+            DataType::Varchar,
+            AdditionalColumn {
+                column_type: Some(AdditionalColumnType::Partition(
+                    AdditionalColumnPartition {},
+                )),
+            },
+        ),
+        "offset" => ColumnDesc::named_with_additional_column(
+            column_name,
+            column_id,
+            DataType::Varchar,
+            AdditionalColumn {
+                column_type: Some(AdditionalColumnType::Offset(AdditionalColumnOffset {})),
+            },
+        ),
+
+        "file" => ColumnDesc::named_with_additional_column(
+            column_name,
+            column_id,
+            DataType::Varchar,
+            AdditionalColumn {
+                column_type: Some(AdditionalColumnType::Filename(AdditionalColumnFilename {})),
+            },
+        ),
+        "header" => build_header_catalog(column_id, &column_name, inner_field_name, data_type),
+        "database_name" => ColumnDesc::named_with_additional_column(
+            column_name,
+            column_id,
+            DataType::Varchar,
+            AdditionalColumn {
+                column_type: Some(AdditionalColumnType::DatabaseName(
+                    AdditionalDatabaseName {},
+                )),
+            },
+        ),
+        "schema_name" => ColumnDesc::named_with_additional_column(
+            column_name,
+            column_id,
+            DataType::Varchar,
+            AdditionalColumn {
+                column_type: Some(AdditionalColumnType::SchemaName(AdditionalSchemaName {})),
+            },
+        ),
+        "table_name" => ColumnDesc::named_with_additional_column(
+            column_name,
+            column_id,
+            DataType::Varchar,
+            AdditionalColumn {
+                column_type: Some(AdditionalColumnType::TableName(AdditionalTableName {})),
+            },
+        ),
+        "collection_name" => ColumnDesc::named_with_additional_column(
+            column_name,
+            column_id,
+            DataType::Varchar,
+            AdditionalColumn {
+                column_type: Some(AdditionalColumnType::CollectionName(
+                    AdditionalCollectionName {},
+                )),
+            },
+        ),
         _ => unreachable!(),
     };
 
-    Ok(catalog)
+    Ok(col_desc)
 }
 
 /// Utility function for adding partition and offset columns to the columns, if not specified by the user.
@@ -278,13 +252,9 @@ pub fn build_additional_column_catalog(
 pub fn source_add_partition_offset_cols(
     columns: &[ColumnCatalog],
     connector_name: &str,
-) -> ([bool; 2], [ColumnCatalog; 2]) {
+) -> ([bool; 2], [ColumnDesc; 2]) {
     let mut columns_exist = [false; 2];
-    let mut last_column_id = columns
-        .iter()
-        .map(|c| c.column_desc.column_id)
-        .max()
-        .unwrap_or(ColumnId::placeholder());
+    let mut last_column_id = max_column_id(columns);
 
     let additional_columns: Vec<_> = {
         let compat_col_types = COMPATIBLE_ADDITIONAL_COLUMNS
@@ -296,7 +266,7 @@ pub fn source_add_partition_offset_cols(
                 last_column_id = last_column_id.next();
                 if compat_col_types.contains(col_type) {
                     Some(
-                        build_additional_column_catalog(
+                        build_additional_column_desc(
                             last_column_id,
                             connector_name,
                             col_type,
@@ -317,13 +287,13 @@ pub fn source_add_partition_offset_cols(
     assert_eq!(additional_columns.len(), 2);
     use risingwave_pb::plan_common::additional_column::ColumnType;
     assert_matches::assert_matches!(
-        additional_columns[0].column_desc.additional_column,
+        additional_columns[0].additional_column,
         AdditionalColumn {
             column_type: Some(ColumnType::Partition(_) | ColumnType::Filename(_)),
         }
     );
     assert_matches::assert_matches!(
-        additional_columns[1].column_desc.additional_column,
+        additional_columns[1].additional_column,
         AdditionalColumn {
             column_type: Some(ColumnType::Offset(_)),
         }
@@ -354,7 +324,7 @@ fn build_header_catalog(
     col_name: &str,
     inner_field_name: Option<&str>,
     data_type: Option<&str>,
-) -> ColumnCatalog {
+) -> ColumnDesc {
     if let Some(inner) = inner_field_name {
         let (data_type, pb_data_type) = {
             if let Some(type_name) = data_type {
@@ -385,32 +355,26 @@ fn build_header_catalog(
                 )
             }
         };
-        ColumnCatalog {
-            column_desc: ColumnDesc::named_with_additional_column(
-                col_name,
-                column_id,
-                data_type,
-                AdditionalColumn {
-                    column_type: Some(AdditionalColumnType::HeaderInner(AdditionalColumnHeader {
-                        inner_field: inner.to_string(),
-                        data_type: Some(pb_data_type),
-                    })),
-                },
-            ),
-            is_hidden: false,
-        }
+        ColumnDesc::named_with_additional_column(
+            col_name,
+            column_id,
+            data_type,
+            AdditionalColumn {
+                column_type: Some(AdditionalColumnType::HeaderInner(AdditionalColumnHeader {
+                    inner_field: inner.to_string(),
+                    data_type: Some(pb_data_type),
+                })),
+            },
+        )
     } else {
-        ColumnCatalog {
-            column_desc: ColumnDesc::named_with_additional_column(
-                col_name,
-                column_id,
-                DataType::List(get_kafka_header_item_datatype().into()),
-                AdditionalColumn {
-                    column_type: Some(AdditionalColumnType::Headers(AdditionalColumnHeaders {})),
-                },
-            ),
-            is_hidden: false,
-        }
+        ColumnDesc::named_with_additional_column(
+            col_name,
+            column_id,
+            DataType::List(get_kafka_header_item_datatype().into()),
+            AdditionalColumn {
+                column_type: Some(AdditionalColumnType::Headers(AdditionalColumnHeaders {})),
+            },
+        )
     }
 }
 
diff --git a/src/connector/src/parser/avro/mod.rs b/src/connector/src/parser/avro/mod.rs
index 1c22b326770c4..19193035bd567 100644
--- a/src/connector/src/parser/avro/mod.rs
+++ b/src/connector/src/parser/avro/mod.rs
@@ -13,7 +13,7 @@
 // limitations under the License.
 
 mod parser;
-pub mod schema_resolver;
-pub mod util;
+mod schema_resolver;
 
-pub use parser::*;
+pub use parser::{AvroAccessBuilder, AvroParserConfig};
+pub use schema_resolver::ConfluentSchemaCache;
diff --git a/src/connector/src/parser/avro/parser.rs b/src/connector/src/parser/avro/parser.rs
index 9cc0090be1e20..f6abe86a17f0d 100644
--- a/src/connector/src/parser/avro/parser.rs
+++ b/src/connector/src/parser/avro/parser.rs
@@ -19,12 +19,13 @@ use anyhow::Context;
 use apache_avro::types::Value;
 use apache_avro::{from_avro_datum, Reader, Schema};
 use risingwave_common::{bail, try_match_expand};
+use risingwave_connector_codec::decoder::avro::{
+    avro_schema_to_column_descs, AvroAccess, AvroParseOptions, ResolvedAvroSchema,
+};
 use risingwave_pb::plan_common::ColumnDesc;
 
-use super::schema_resolver::ConfluentSchemaCache;
-use super::util::{avro_schema_to_column_descs, ResolvedAvroSchema};
+use super::ConfluentSchemaCache;
 use crate::error::ConnectorResult;
-use crate::parser::unified::avro::{AvroAccess, AvroParseOptions};
 use crate::parser::unified::AccessImpl;
 use crate::parser::util::bytes_from_url;
 use crate::parser::{AccessBuilder, AvroProperties, EncodingProperties, EncodingType, MapHandling};
@@ -42,7 +43,7 @@ pub struct AvroAccessBuilder {
 }
 
 impl AccessBuilder for AvroAccessBuilder {
-    async fn generate_accessor(&mut self, payload: Vec<u8>) -> ConnectorResult<AccessImpl<'_, '_>> {
+    async fn generate_accessor(&mut self, payload: Vec<u8>) -> ConnectorResult<AccessImpl<'_>> {
         self.value = self.parse_avro_value(&payload).await?;
         Ok(AccessImpl::Avro(AvroAccess::new(
             self.value.as_ref().unwrap(),
@@ -183,7 +184,6 @@ impl AvroParserConfig {
 
 #[cfg(test)]
 mod test {
-    use std::collections::HashMap;
     use std::env;
     use std::fs::OpenOptions;
     use std::io::Write;
@@ -271,7 +271,7 @@ mod test {
             row_encode: PbEncodeType::Avro.into(),
             ..Default::default()
         };
-        let parser_config = SpecificParserConfig::new(&info, &HashMap::new())?;
+        let parser_config = SpecificParserConfig::new(&info, &Default::default())?;
         AvroParserConfig::new(parser_config.encoding_config).await
     }
 
@@ -374,12 +374,14 @@ mod test {
             }
             Schema::TimestampMillis => {
                 let datetime = Date::from_ymd_uncheck(1970, 1, 1).and_hms_uncheck(0, 0, 0);
-                let timestamp_mills = Value::TimestampMillis(datetime.0.timestamp() * 1_000);
+                let timestamp_mills =
+                    Value::TimestampMillis(datetime.0.and_utc().timestamp() * 1_000);
                 Some(timestamp_mills)
             }
             Schema::TimestampMicros => {
                 let datetime = Date::from_ymd_uncheck(1970, 1, 1).and_hms_uncheck(0, 0, 0);
-                let timestamp_micros = Value::TimestampMicros(datetime.0.timestamp() * 1_000_000);
+                let timestamp_micros =
+                    Value::TimestampMicros(datetime.0.and_utc().timestamp() * 1_000_000);
                 Some(timestamp_micros)
             }
             Schema::Duration => {
diff --git a/src/connector/src/parser/avro/util.rs b/src/connector/src/parser/avro/util.rs
deleted file mode 100644
index 58043daa08b0f..0000000000000
--- a/src/connector/src/parser/avro/util.rs
+++ /dev/null
@@ -1,17 +0,0 @@
-// Copyright 2024 RisingWave Labs
-//
-// Licensed under the Apache License, Version 2.0 (the "License");
-// you may not use this file except in compliance with the License.
-// You may obtain a copy of the License at
-//
-//     http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing, software
-// distributed under the License is distributed on an "AS IS" BASIS,
-// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-// See the License for the specific language governing permissions and
-// limitations under the License.
-
-pub use risingwave_connector_codec::decoder::avro::{
-    avro_schema_to_column_descs, ResolvedAvroSchema,
-};
diff --git a/src/connector/src/parser/bytes_parser.rs b/src/connector/src/parser/bytes_parser.rs
index 255c3ef829c79..eeccf17be7a27 100644
--- a/src/connector/src/parser/bytes_parser.rs
+++ b/src/connector/src/parser/bytes_parser.rs
@@ -26,7 +26,7 @@ pub struct BytesAccessBuilder {
 
 impl AccessBuilder for BytesAccessBuilder {
     #[allow(clippy::unused_async)]
-    async fn generate_accessor(&mut self, payload: Vec<u8>) -> ConnectorResult<AccessImpl<'_, '_>> {
+    async fn generate_accessor(&mut self, payload: Vec<u8>) -> ConnectorResult<AccessImpl<'_>> {
         Ok(AccessImpl::Bytes(BytesAccess::new(
             &self.column_name,
             payload,
@@ -63,7 +63,6 @@ mod tests {
     async fn test_bytes_parser(get_payload: fn() -> Vec<Vec<u8>>) {
         let descs = vec![SourceColumnDesc::simple("id", DataType::Bytea, 0.into())];
         let props = SpecificParserConfig {
-            key_encoding_config: None,
             encoding_config: EncodingProperties::Bytes(BytesProperties { column_name: None }),
             protocol_config: ProtocolProperties::Plain,
         };
diff --git a/src/connector/src/parser/common.rs b/src/connector/src/parser/common.rs
index 71ce50b29793a..102014966db42 100644
--- a/src/connector/src/parser/common.rs
+++ b/src/connector/src/parser/common.rs
@@ -18,10 +18,10 @@ use simd_json::BorrowedValue;
 /// Get a value from a json object by key, case insensitive.
 ///
 /// Returns `None` if the given json value is not an object, or the key is not found.
-pub(crate) fn json_object_get_case_insensitive<'a, 'b>(
-    v: &'b simd_json::BorrowedValue<'a>,
-    key: &'b str,
-) -> Option<&'b BorrowedValue<'a>> {
+pub(crate) fn json_object_get_case_insensitive<'b>(
+    v: &'b simd_json::BorrowedValue<'b>,
+    key: &str,
+) -> Option<&'b BorrowedValue<'b>> {
     let obj = v.as_object()?;
     let value = obj.get(key);
     if value.is_some() {
diff --git a/src/connector/src/parser/debezium/avro_parser.rs b/src/connector/src/parser/debezium/avro_parser.rs
index 72d996763d662..1a40b87c9d498 100644
--- a/src/connector/src/parser/debezium/avro_parser.rs
+++ b/src/connector/src/parser/debezium/avro_parser.rs
@@ -18,15 +18,15 @@ use std::sync::Arc;
 use apache_avro::types::Value;
 use apache_avro::{from_avro_datum, Schema};
 use risingwave_common::try_match_expand;
+use risingwave_connector_codec::decoder::avro::{
+    avro_extract_field_schema, avro_schema_skip_union, avro_schema_to_column_descs, AvroAccess,
+    AvroParseOptions, ResolvedAvroSchema,
+};
 use risingwave_pb::catalog::PbSchemaRegistryNameStrategy;
 use risingwave_pb::plan_common::ColumnDesc;
 
 use crate::error::ConnectorResult;
-use crate::parser::avro::schema_resolver::ConfluentSchemaCache;
-use crate::parser::avro::util::{avro_schema_to_column_descs, ResolvedAvroSchema};
-use crate::parser::unified::avro::{
-    avro_extract_field_schema, avro_schema_skip_union, AvroAccess, AvroParseOptions,
-};
+use crate::parser::avro::ConfluentSchemaCache;
 use crate::parser::unified::AccessImpl;
 use crate::parser::{AccessBuilder, EncodingProperties, EncodingType};
 use crate::schema::schema_registry::{
@@ -44,7 +44,7 @@ pub struct DebeziumAvroAccessBuilder {
 
 // TODO: reduce encodingtype match
 impl AccessBuilder for DebeziumAvroAccessBuilder {
-    async fn generate_accessor(&mut self, payload: Vec<u8>) -> ConnectorResult<AccessImpl<'_, '_>> {
+    async fn generate_accessor(&mut self, payload: Vec<u8>) -> ConnectorResult<AccessImpl<'_>> {
         let (schema_id, mut raw_payload) = extract_schema_id(&payload)?;
         let schema = self.schema_resolver.get_by_id(schema_id).await?;
         self.value = Some(from_avro_datum(schema.as_ref(), &mut raw_payload, None)?);
@@ -146,7 +146,7 @@ mod tests {
     use std::path::PathBuf;
 
     use itertools::Itertools;
-    use maplit::{convert_args, hashmap};
+    use maplit::{btreemap, convert_args};
     use risingwave_common::array::Op;
     use risingwave_common::catalog::ColumnDesc as CatColumnDesc;
     use risingwave_common::row::{OwnedRow, Row};
@@ -354,7 +354,7 @@ mod tests {
     #[ignore]
     #[tokio::test]
     async fn test_debezium_avro_parser() -> crate::error::ConnectorResult<()> {
-        let props = convert_args!(hashmap!(
+        let props = convert_args!(btreemap!(
             "kafka.topic" => "dbserver1.inventory.customers"
         ));
         let info = StreamSourceInfo {
diff --git a/src/connector/src/parser/debezium/debezium_parser.rs b/src/connector/src/parser/debezium/debezium_parser.rs
index 817c2a788f2be..bc43e556cb4f6 100644
--- a/src/connector/src/parser/debezium/debezium_parser.rs
+++ b/src/connector/src/parser/debezium/debezium_parser.rs
@@ -19,7 +19,6 @@ use risingwave_common::bail;
 use super::simd_json_parser::DebeziumJsonAccessBuilder;
 use super::{DebeziumAvroAccessBuilder, DebeziumAvroParserConfig};
 use crate::error::ConnectorResult;
-use crate::extract_key_config;
 use crate::parser::unified::debezium::DebeziumChangeEvent;
 use crate::parser::unified::json::TimestamptzHandling;
 use crate::parser::unified::util::apply_row_operation_on_stream_chunk_writer;
@@ -89,8 +88,8 @@ impl DebeziumParser {
         rw_columns: Vec<SourceColumnDesc>,
         source_ctx: SourceContextRef,
     ) -> ConnectorResult<Self> {
-        let (key_config, key_type) = extract_key_config!(props);
-        let key_builder = build_accessor_builder(key_config, key_type).await?;
+        let key_builder =
+            build_accessor_builder(props.encoding_config.clone(), EncodingType::Key).await?;
         let payload_builder =
             build_accessor_builder(props.encoding_config, EncodingType::Value).await?;
         let debezium_props = if let ProtocolProperties::Debezium(props) = props.protocol_config {
@@ -114,7 +113,6 @@ impl DebeziumParser {
         use crate::parser::JsonProperties;
 
         let props = SpecificParserConfig {
-            key_encoding_config: None,
             encoding_config: EncodingProperties::Json(JsonProperties {
                 use_schema_registry: false,
                 timestamptz_handling: None,
@@ -225,7 +223,6 @@ mod tests {
             .collect::<Vec<_>>();
 
         let props = SpecificParserConfig {
-            key_encoding_config: None,
             encoding_config: EncodingProperties::Json(JsonProperties {
                 use_schema_registry: false,
                 timestamptz_handling: None,
@@ -298,7 +295,6 @@ mod tests {
             .collect::<Vec<_>>();
 
         let props = SpecificParserConfig {
-            key_encoding_config: None,
             encoding_config: EncodingProperties::Json(JsonProperties {
                 use_schema_registry: false,
                 timestamptz_handling: None,
diff --git a/src/connector/src/parser/debezium/simd_json_parser.rs b/src/connector/src/parser/debezium/simd_json_parser.rs
index c02ae8f655150..f9738eb9e357e 100644
--- a/src/connector/src/parser/debezium/simd_json_parser.rs
+++ b/src/connector/src/parser/debezium/simd_json_parser.rs
@@ -41,7 +41,7 @@ impl DebeziumJsonAccessBuilder {
 
 impl AccessBuilder for DebeziumJsonAccessBuilder {
     #[allow(clippy::unused_async)]
-    async fn generate_accessor(&mut self, payload: Vec<u8>) -> ConnectorResult<AccessImpl<'_, '_>> {
+    async fn generate_accessor(&mut self, payload: Vec<u8>) -> ConnectorResult<AccessImpl<'_>> {
         self.value = Some(payload);
         let mut event: BorrowedValue<'_> =
             simd_json::to_borrowed_value(self.value.as_mut().unwrap())
@@ -79,7 +79,7 @@ impl DebeziumMongoJsonAccessBuilder {
 
 impl AccessBuilder for DebeziumMongoJsonAccessBuilder {
     #[allow(clippy::unused_async)]
-    async fn generate_accessor(&mut self, payload: Vec<u8>) -> ConnectorResult<AccessImpl<'_, '_>> {
+    async fn generate_accessor(&mut self, payload: Vec<u8>) -> ConnectorResult<AccessImpl<'_>> {
         self.value = Some(payload);
         let mut event: BorrowedValue<'_> =
             simd_json::to_borrowed_value(self.value.as_mut().unwrap())
@@ -130,7 +130,6 @@ mod tests {
 
     async fn build_parser(rw_columns: Vec<SourceColumnDesc>) -> DebeziumParser {
         let props = SpecificParserConfig {
-            key_encoding_config: None,
             encoding_config: EncodingProperties::Json(JsonProperties {
                 use_schema_registry: false,
                 timestamptz_handling: None,
diff --git a/src/connector/src/parser/json_parser.rs b/src/connector/src/parser/json_parser.rs
index e0c30dacb8d64..4ed9af1d30dfc 100644
--- a/src/connector/src/parser/json_parser.rs
+++ b/src/connector/src/parser/json_parser.rs
@@ -21,17 +21,15 @@
 // rely on the internal implementation and allow that to be changed, the tests use
 // `ByteStreamSourceParserImpl` to create a parser instance.
 
-use std::collections::HashMap;
+use std::collections::BTreeMap;
 
 use anyhow::Context as _;
-use apache_avro::Schema;
-use jst::{convert_avro, Context};
+use risingwave_connector_codec::JsonSchema;
 use risingwave_pb::plan_common::ColumnDesc;
 
 use super::util::{bytes_from_url, get_kafka_topic};
 use super::{JsonProperties, SchemaRegistryAuth};
 use crate::error::ConnectorResult;
-use crate::parser::avro::util::avro_schema_to_column_descs;
 use crate::parser::unified::json::{JsonAccess, JsonParseOptions};
 use crate::parser::unified::AccessImpl;
 use crate::parser::AccessBuilder;
@@ -46,7 +44,7 @@ pub struct JsonAccessBuilder {
 
 impl AccessBuilder for JsonAccessBuilder {
     #[allow(clippy::unused_async)]
-    async fn generate_accessor(&mut self, payload: Vec<u8>) -> ConnectorResult<AccessImpl<'_, '_>> {
+    async fn generate_accessor(&mut self, payload: Vec<u8>) -> ConnectorResult<AccessImpl<'_>> {
         // XXX: When will we enter this branch?
         if payload.is_empty() {
             self.value = Some("{}".into());
@@ -80,10 +78,10 @@ impl JsonAccessBuilder {
     }
 }
 
-pub async fn schema_to_columns(
+pub async fn fetch_json_schema_and_map_to_columns(
     schema_location: &str,
     schema_registry_auth: Option<SchemaRegistryAuth>,
-    props: &HashMap<String, String>,
+    props: &BTreeMap<String, String>,
 ) -> ConnectorResult<Vec<ColumnDesc>> {
     let url = handle_sr_list(schema_location)?;
     let json_schema = if let Some(schema_registry_auth) = schema_registry_auth {
@@ -92,17 +90,13 @@ pub async fn schema_to_columns(
         let schema = client
             .get_schema_by_subject(&format!("{}-value", topic))
             .await?;
-        serde_json::from_str(&schema.content)?
+        JsonSchema::parse_str(&schema.content)?
     } else {
         let url = url.first().unwrap();
         let bytes = bytes_from_url(url, None).await?;
-        serde_json::from_slice(&bytes)?
+        JsonSchema::parse_bytes(&bytes)?
     };
-    let context = Context::default();
-    let avro_schema = convert_avro(&json_schema, context).to_string();
-    let schema = Schema::parse_str(&avro_schema).context("failed to parse avro schema")?;
-    // TODO: do we need to support map type here?
-    avro_schema_to_column_descs(&schema, None).map_err(Into::into)
+    json_schema.json_schema_to_columns().map_err(Into::into)
 }
 
 #[cfg(test)]
diff --git a/src/connector/src/parser/maxwell/simd_json_parser.rs b/src/connector/src/parser/maxwell/simd_json_parser.rs
index 5db6cdd52e90c..e5bc7291ccf07 100644
--- a/src/connector/src/parser/maxwell/simd_json_parser.rs
+++ b/src/connector/src/parser/maxwell/simd_json_parser.rs
@@ -35,7 +35,6 @@ mod tests {
         ];
 
         let props = SpecificParserConfig {
-            key_encoding_config: None,
             encoding_config: EncodingProperties::Json(JsonProperties {
                 use_schema_registry: false,
                 timestamptz_handling: None,
diff --git a/src/connector/src/parser/mod.rs b/src/connector/src/parser/mod.rs
index a62fec8753d95..bca1b727d66a8 100644
--- a/src/connector/src/parser/mod.rs
+++ b/src/connector/src/parser/mod.rs
@@ -12,7 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::HashMap;
+use std::collections::BTreeMap;
 use std::fmt::Debug;
 use std::sync::LazyLock;
 
@@ -30,7 +30,7 @@ use risingwave_common::bail;
 use risingwave_common::catalog::{KAFKA_TIMESTAMP_COLUMN_NAME, TABLE_NAME_COLUMN_NAME};
 use risingwave_common::log::LogSuppresser;
 use risingwave_common::metrics::GLOBAL_ERROR_METRICS;
-use risingwave_common::types::{Datum, Scalar, ScalarImpl};
+use risingwave_common::types::{Datum, DatumCow, DatumRef, ScalarRefImpl};
 use risingwave_common::util::iter_util::ZipEqFast;
 use risingwave_common::util::tracing::InstrumentStream;
 use risingwave_connector_codec::decoder::avro::MapHandling;
@@ -203,17 +203,17 @@ pub struct MessageMeta<'a> {
     offset: &'a str,
 }
 
-impl MessageMeta<'_> {
+impl<'a> MessageMeta<'a> {
     /// Extract the value for the given column.
     ///
     /// Returns `None` if the column is not a meta column.
-    fn value_for_column(self, desc: &SourceColumnDesc) -> Option<Datum> {
-        match desc.column_type {
+    fn value_for_column(self, desc: &SourceColumnDesc) -> Option<DatumRef<'a>> {
+        let datum: DatumRef<'_> = match desc.column_type {
             // Row id columns are filled with `NULL` here and will be filled with the real
             // row id generated by `RowIdGenExecutor` later.
-            SourceColumnType::RowId => Datum::None.into(),
+            SourceColumnType::RowId => None,
             // Extract the offset from the meta data.
-            SourceColumnType::Offset => Datum::Some(self.offset.into()).into(),
+            SourceColumnType::Offset => Some(self.offset.into()),
             // Extract custom meta data per connector.
             SourceColumnType::Meta if let SourceMeta::Kafka(kafka_meta) = self.meta => {
                 assert_eq!(
@@ -221,14 +221,11 @@ impl MessageMeta<'_> {
                     KAFKA_TIMESTAMP_COLUMN_NAME,
                     "unexpected kafka meta column name"
                 );
-                kafka_meta
-                    .timestamp
-                    .map(|ts| {
-                        risingwave_common::cast::i64_to_timestamptz(ts)
-                            .unwrap()
-                            .to_scalar_value()
-                    })
-                    .into()
+                kafka_meta.timestamp.map(|ts| {
+                    risingwave_common::cast::i64_to_timestamptz(ts)
+                        .unwrap()
+                        .into()
+                })
             }
             SourceColumnType::Meta if let SourceMeta::DebeziumCdc(cdc_meta) = self.meta => {
                 assert_eq!(
@@ -236,21 +233,23 @@ impl MessageMeta<'_> {
                     TABLE_NAME_COLUMN_NAME,
                     "unexpected cdc meta column name"
                 );
-                Datum::Some(cdc_meta.full_table_name.as_str().into()).into()
+                Some(cdc_meta.full_table_name.as_str().into())
             }
 
             // For other cases, return `None`.
-            SourceColumnType::Meta | SourceColumnType::Normal => None,
-        }
+            SourceColumnType::Meta | SourceColumnType::Normal => return None,
+        };
+
+        Some(datum)
     }
 }
 
 trait OpAction {
-    type Output;
+    type Output<'a>;
 
-    fn output_for(datum: Datum) -> Self::Output;
+    fn output_for<'a>(datum: impl Into<DatumCow<'a>>) -> Self::Output<'a>;
 
-    fn apply(builder: &mut ArrayBuilderImpl, output: Self::Output);
+    fn apply(builder: &mut ArrayBuilderImpl, output: Self::Output<'_>);
 
     fn rollback(builder: &mut ArrayBuilderImpl);
 
@@ -260,16 +259,16 @@ trait OpAction {
 struct OpActionInsert;
 
 impl OpAction for OpActionInsert {
-    type Output = Datum;
+    type Output<'a> = DatumCow<'a>;
 
     #[inline(always)]
-    fn output_for(datum: Datum) -> Self::Output {
-        datum
+    fn output_for<'a>(datum: impl Into<DatumCow<'a>>) -> Self::Output<'a> {
+        datum.into()
     }
 
     #[inline(always)]
-    fn apply(builder: &mut ArrayBuilderImpl, output: Datum) {
-        builder.append(&output)
+    fn apply(builder: &mut ArrayBuilderImpl, output: DatumCow<'_>) {
+        builder.append(output)
     }
 
     #[inline(always)]
@@ -286,16 +285,16 @@ impl OpAction for OpActionInsert {
 struct OpActionDelete;
 
 impl OpAction for OpActionDelete {
-    type Output = Datum;
+    type Output<'a> = DatumCow<'a>;
 
     #[inline(always)]
-    fn output_for(datum: Datum) -> Self::Output {
-        datum
+    fn output_for<'a>(datum: impl Into<DatumCow<'a>>) -> Self::Output<'a> {
+        datum.into()
     }
 
     #[inline(always)]
-    fn apply(builder: &mut ArrayBuilderImpl, output: Datum) {
-        builder.append(&output)
+    fn apply(builder: &mut ArrayBuilderImpl, output: DatumCow<'_>) {
+        builder.append(output)
     }
 
     #[inline(always)]
@@ -312,17 +311,18 @@ impl OpAction for OpActionDelete {
 struct OpActionUpdate;
 
 impl OpAction for OpActionUpdate {
-    type Output = (Datum, Datum);
+    type Output<'a> = (DatumCow<'a>, DatumCow<'a>);
 
     #[inline(always)]
-    fn output_for(datum: Datum) -> Self::Output {
+    fn output_for<'a>(datum: impl Into<DatumCow<'a>>) -> Self::Output<'a> {
+        let datum = datum.into();
         (datum.clone(), datum)
     }
 
     #[inline(always)]
-    fn apply(builder: &mut ArrayBuilderImpl, output: (Datum, Datum)) {
-        builder.append(&output.0);
-        builder.append(&output.1);
+    fn apply(builder: &mut ArrayBuilderImpl, output: (DatumCow<'_>, DatumCow<'_>)) {
+        builder.append(output.0);
+        builder.append(output.1);
     }
 
     #[inline(always)]
@@ -344,9 +344,9 @@ impl SourceStreamChunkRowWriter<'_> {
         self.vis_builder.append(self.visible);
     }
 
-    fn do_action<A: OpAction>(
-        &mut self,
-        mut f: impl FnMut(&SourceColumnDesc) -> AccessResult<A::Output>,
+    fn do_action<'a, A: OpAction>(
+        &'a mut self,
+        mut f: impl FnMut(&SourceColumnDesc) -> AccessResult<A::Output<'a>>,
     ) -> AccessResult<()> {
         let mut parse_field = |desc: &SourceColumnDesc| {
             match f(desc) {
@@ -411,10 +411,11 @@ impl SourceStreamChunkRowWriter<'_> {
                     match self.row_meta {
                         Some(row_meta) => {
                             if let SourceMeta::DebeziumCdc(cdc_meta) = row_meta.meta {
-                                Ok(A::output_for(
-                                    extract_cdc_meta_column(cdc_meta, col, desc.name.as_str())?
-                                        .unwrap_or(None),
-                                ))
+                                Ok(A::output_for(extract_cdc_meta_column(
+                                    cdc_meta,
+                                    col,
+                                    desc.name.as_str(),
+                                )?))
                             } else {
                                 Err(AccessError::Uncategorized {
                                     message: "CDC metadata not found in the message".to_string(),
@@ -439,7 +440,7 @@ impl SourceStreamChunkRowWriter<'_> {
                     return Ok(A::output_for(
                         self.row_meta
                             .as_ref()
-                            .map(|ele| ScalarImpl::Utf8(ele.split_id.to_string().into())),
+                            .map(|ele| ScalarRefImpl::Utf8(ele.split_id)),
                     ));
                 }
                 (_, &Some(AdditionalColumnType::Offset(_))) => {
@@ -447,7 +448,7 @@ impl SourceStreamChunkRowWriter<'_> {
                     return Ok(A::output_for(
                         self.row_meta
                             .as_ref()
-                            .map(|ele| ScalarImpl::Utf8(ele.offset.to_string().into())),
+                            .map(|ele| ScalarRefImpl::Utf8(ele.offset)),
                     ));
                 }
                 (_, &Some(AdditionalColumnType::HeaderInner(ref header_inner))) => {
@@ -461,7 +462,7 @@ impl SourceStreamChunkRowWriter<'_> {
                                     header_inner.data_type.as_ref(),
                                 )
                             })
-                            .unwrap_or(None),
+                            .unwrap_or(Datum::None.into()),
                     ))
                 }
                 (_, &Some(AdditionalColumnType::Headers(_))) => {
@@ -477,7 +478,7 @@ impl SourceStreamChunkRowWriter<'_> {
                     return Ok(A::output_for(
                         self.row_meta
                             .as_ref()
-                            .map(|ele| ScalarImpl::Utf8(ele.split_id.to_string().into())),
+                            .map(|ele| ScalarRefImpl::Utf8(ele.split_id)),
                     ));
                 }
                 (_, _) => {
@@ -488,14 +489,14 @@ impl SourceStreamChunkRowWriter<'_> {
         };
 
         // Columns that changes have been applied to. Used to rollback when an error occurs.
-        let mut applied_columns = Vec::with_capacity(self.descs.len());
+        let mut applied_columns = 0;
 
         let result = (self.descs.iter())
             .zip_eq_fast(self.builders.iter_mut())
             .try_for_each(|(desc, builder)| {
                 wrapped_f(desc).map(|output| {
                     A::apply(builder, output);
-                    applied_columns.push(builder);
+                    applied_columns += 1;
                 })
             });
 
@@ -505,8 +506,8 @@ impl SourceStreamChunkRowWriter<'_> {
                 Ok(())
             }
             Err(e) => {
-                for builder in applied_columns {
-                    A::rollback(builder);
+                for i in 0..applied_columns {
+                    A::rollback(&mut self.builders[i]);
                 }
                 Err(e)
             }
@@ -517,33 +518,46 @@ impl SourceStreamChunkRowWriter<'_> {
     /// produces one [`Datum`] by corresponding [`SourceColumnDesc`].
     ///
     /// See the [struct-level documentation](SourceStreamChunkRowWriter) for more details.
-    pub fn do_insert(
+    #[inline(always)]
+    pub fn do_insert<'a, D>(
         &mut self,
-        f: impl FnMut(&SourceColumnDesc) -> AccessResult<Datum>,
-    ) -> AccessResult<()> {
-        self.do_action::<OpActionInsert>(f)
+        mut f: impl FnMut(&SourceColumnDesc) -> AccessResult<D>,
+    ) -> AccessResult<()>
+    where
+        D: Into<DatumCow<'a>>,
+    {
+        self.do_action::<OpActionInsert>(|desc| f(desc).map(Into::into))
     }
 
     /// Write a `Delete` record to the [`StreamChunk`], with the given fallible closure that
     /// produces one [`Datum`] by corresponding [`SourceColumnDesc`].
     ///
     /// See the [struct-level documentation](SourceStreamChunkRowWriter) for more details.
-    pub fn do_delete(
+    #[inline(always)]
+    pub fn do_delete<'a, D>(
         &mut self,
-        f: impl FnMut(&SourceColumnDesc) -> AccessResult<Datum>,
-    ) -> AccessResult<()> {
-        self.do_action::<OpActionDelete>(f)
+        mut f: impl FnMut(&SourceColumnDesc) -> AccessResult<D>,
+    ) -> AccessResult<()>
+    where
+        D: Into<DatumCow<'a>>,
+    {
+        self.do_action::<OpActionDelete>(|desc| f(desc).map(Into::into))
     }
 
     /// Write a `Update` record to the [`StreamChunk`], with the given fallible closure that
     /// produces two [`Datum`]s as old and new value by corresponding [`SourceColumnDesc`].
     ///
     /// See the [struct-level documentation](SourceStreamChunkRowWriter) for more details.
-    pub fn do_update(
+    #[inline(always)]
+    pub fn do_update<'a, D1, D2>(
         &mut self,
-        f: impl FnMut(&SourceColumnDesc) -> AccessResult<(Datum, Datum)>,
-    ) -> AccessResult<()> {
-        self.do_action::<OpActionUpdate>(f)
+        mut f: impl FnMut(&SourceColumnDesc) -> AccessResult<(D1, D2)>,
+    ) -> AccessResult<()>
+    where
+        D1: Into<DatumCow<'a>>,
+        D2: Into<DatumCow<'a>>,
+    {
+        self.do_action::<OpActionUpdate>(|desc| f(desc).map(|(old, new)| (old.into(), new.into())))
     }
 }
 
@@ -617,7 +631,7 @@ pub trait ByteStreamSourceParser: Send + Debug + Sized + 'static {
     }
 
     fn emit_empty_row<'a>(&'a mut self, mut writer: SourceStreamChunkRowWriter<'a>) {
-        _ = writer.do_insert(|_column| Ok(None));
+        _ = writer.do_insert(|_column| Ok(Datum::None));
     }
 }
 
@@ -829,7 +843,7 @@ async fn into_chunk_stream_inner<P: ByteStreamSourceParser>(
 }
 
 pub trait AccessBuilder {
-    async fn generate_accessor(&mut self, payload: Vec<u8>) -> ConnectorResult<AccessImpl<'_, '_>>;
+    async fn generate_accessor(&mut self, payload: Vec<u8>) -> ConnectorResult<AccessImpl<'_>>;
 }
 
 #[derive(Debug)]
@@ -874,10 +888,7 @@ impl AccessBuilderImpl {
         Ok(accessor)
     }
 
-    pub async fn generate_accessor(
-        &mut self,
-        payload: Vec<u8>,
-    ) -> ConnectorResult<AccessImpl<'_, '_>> {
+    pub async fn generate_accessor(&mut self, payload: Vec<u8>) -> ConnectorResult<AccessImpl<'_>> {
         let accessor = match self {
             Self::Avro(builder) => builder.generate_accessor(payload).await?,
             Self::Protobuf(builder) => builder.generate_accessor(payload).await?,
@@ -1017,6 +1028,7 @@ pub mod test_utils {
     }
 }
 
+/// Note: this is created in `SourceReader::build_stream`
 #[derive(Debug, Clone, Default)]
 pub struct ParserConfig {
     pub common: CommonParserConfig,
@@ -1031,12 +1043,12 @@ impl ParserConfig {
 
 #[derive(Debug, Clone, Default)]
 pub struct CommonParserConfig {
+    /// Note: this is created by `SourceDescBuilder::builder`
     pub rw_columns: Vec<SourceColumnDesc>,
 }
 
 #[derive(Debug, Clone, Default)]
 pub struct SpecificParserConfig {
-    pub key_encoding_config: Option<EncodingProperties>,
     pub encoding_config: EncodingProperties,
     pub protocol_config: ProtocolProperties,
 }
@@ -1044,7 +1056,6 @@ pub struct SpecificParserConfig {
 impl SpecificParserConfig {
     // for test only
     pub const DEFAULT_PLAIN_JSON: SpecificParserConfig = SpecificParserConfig {
-        key_encoding_config: None,
         encoding_config: EncodingProperties::Json(JsonProperties {
             use_schema_registry: false,
             timestamptz_handling: None,
@@ -1131,7 +1142,7 @@ impl SpecificParserConfig {
     // The validity of (format, encode) is ensured by `extract_format_encode`
     pub fn new(
         info: &StreamSourceInfo,
-        with_properties: &HashMap<String, String>,
+        with_properties: &BTreeMap<String, String>,
     ) -> ConnectorResult<Self> {
         let source_struct = extract_source_struct(info)?;
         let format = source_struct.format;
@@ -1265,7 +1276,6 @@ impl SpecificParserConfig {
             }
         };
         Ok(Self {
-            key_encoding_config: None,
             encoding_config,
             protocol_config,
         })
diff --git a/src/connector/src/parser/mysql.rs b/src/connector/src/parser/mysql.rs
index cfc7f1fe76e61..d1df27263e808 100644
--- a/src/connector/src/parser/mysql.rs
+++ b/src/connector/src/parser/mysql.rs
@@ -98,7 +98,9 @@ pub fn mysql_row_to_owned_row(mysql_row: &mut MysqlRow, schema: &Schema) -> Owne
                         .unwrap_or(Ok(None));
                     match res {
                         Ok(val) => val.map(|v| {
-                            ScalarImpl::from(Timestamptz::from_micros(v.timestamp_micros()))
+                            ScalarImpl::from(Timestamptz::from_micros(
+                                v.and_utc().timestamp_micros(),
+                            ))
                         }),
                         Err(err) => {
                             log_error!(name, err, "parse column failed");
diff --git a/src/connector/src/parser/plain_parser.rs b/src/connector/src/parser/plain_parser.rs
index 6fc2b1b935ec7..f34fd29837174 100644
--- a/src/connector/src/parser/plain_parser.rs
+++ b/src/connector/src/parser/plain_parser.rs
@@ -102,7 +102,7 @@ impl PlainParser {
             };
         }
 
-        let mut row_op: KvEvent<AccessImpl<'_, '_>, AccessImpl<'_, '_>> = KvEvent::default();
+        let mut row_op: KvEvent<AccessImpl<'_>, AccessImpl<'_>> = KvEvent::default();
 
         if let Some(data) = key
             && let Some(key_builder) = self.key_builder.as_mut()
diff --git a/src/connector/src/parser/protobuf/parser.rs b/src/connector/src/parser/protobuf/parser.rs
index 7638215c0b27a..8be25074f6295 100644
--- a/src/connector/src/parser/protobuf/parser.rs
+++ b/src/connector/src/parser/protobuf/parser.rs
@@ -21,7 +21,10 @@ use prost_reflect::{
     MessageDescriptor, ReflectMessage, Value,
 };
 use risingwave_common::array::{ListValue, StructValue};
-use risingwave_common::types::{DataType, Datum, Decimal, JsonbVal, ScalarImpl, F32, F64};
+use risingwave_common::types::{
+    DataType, Datum, DatumCow, Decimal, JsonbRef, JsonbVal, ScalarImpl, ScalarRefImpl, ToDatumRef,
+    ToOwnedDatum, F32, F64,
+};
 use risingwave_common::{bail, try_match_expand};
 use risingwave_pb::plan_common::{AdditionalColumn, ColumnDesc, ColumnDescVersion};
 use thiserror::Error;
@@ -46,7 +49,7 @@ pub struct ProtobufAccessBuilder {
 
 impl AccessBuilder for ProtobufAccessBuilder {
     #[allow(clippy::unused_async)]
-    async fn generate_accessor(&mut self, payload: Vec<u8>) -> ConnectorResult<AccessImpl<'_, '_>> {
+    async fn generate_accessor(&mut self, payload: Vec<u8>) -> ConnectorResult<AccessImpl<'_>> {
         let payload = if self.confluent_wire_type {
             resolve_pb_header(&payload)?
         } else {
@@ -344,14 +347,20 @@ fn recursive_parse_json(
     serde_json::Value::Object(ret)
 }
 
-pub fn from_protobuf_value(
+pub fn from_protobuf_value<'a>(
     field_desc: &FieldDescriptor,
-    value: &Value,
+    value: &'a Value,
     descriptor_pool: &Arc<DescriptorPool>,
-) -> AccessResult {
+) -> AccessResult<DatumCow<'a>> {
     let kind = field_desc.kind();
 
-    let v = match value {
+    macro_rules! borrowed {
+        ($v:expr) => {
+            return Ok(DatumCow::Borrowed(Some($v.into())))
+        };
+    }
+
+    let v: ScalarImpl = match value {
         Value::Bool(v) => ScalarImpl::Bool(*v),
         Value::I32(i) => ScalarImpl::Int32(*i),
         Value::U32(i) => ScalarImpl::Int64(*i as i64),
@@ -359,7 +368,7 @@ pub fn from_protobuf_value(
         Value::U64(i) => ScalarImpl::Decimal(Decimal::from(*i)),
         Value::F32(f) => ScalarImpl::Float32(F32::from(*f)),
         Value::F64(f) => ScalarImpl::Float64(F64::from(*f)),
-        Value::String(s) => ScalarImpl::Utf8(s.as_str().into()),
+        Value::String(s) => borrowed!(s.as_str()),
         Value::EnumNumber(idx) => {
             let enum_desc = kind.as_enum().ok_or_else(|| AccessError::TypeError {
                 expected: "enum".to_owned(),
@@ -375,9 +384,7 @@ pub fn from_protobuf_value(
             if dyn_msg.descriptor().full_name() == "google.protobuf.Any" {
                 // If the fields are not presented, default value is an empty string
                 if !dyn_msg.has_field_by_name("type_url") || !dyn_msg.has_field_by_name("value") {
-                    return Ok(Some(ScalarImpl::Jsonb(JsonbVal::from(
-                        serde_json::json! {""},
-                    ))));
+                    borrowed!(JsonbRef::empty_string());
                 }
 
                 // Sanity check
@@ -391,9 +398,8 @@ pub fn from_protobuf_value(
 
                 let payload_field_desc = dyn_msg.descriptor().get_field_by_name("value").unwrap();
 
-                let Some(ScalarImpl::Bytea(payload)) =
-                    from_protobuf_value(&payload_field_desc, &payload, descriptor_pool)?
-                else {
+                let payload = from_protobuf_value(&payload_field_desc, &payload, descriptor_pool)?;
+                let Some(ScalarRefImpl::Bytea(payload)) = payload.to_datum_ref() else {
                     bail_uncategorized!("expected bytes for dynamic message payload");
                 };
 
@@ -413,12 +419,13 @@ pub fn from_protobuf_value(
                 let full_name = msg_desc.clone().full_name().to_string();
 
                 // Decode the payload based on the `msg_desc`
-                let decoded_value = DynamicMessage::decode(msg_desc, payload.as_ref()).unwrap();
+                let decoded_value = DynamicMessage::decode(msg_desc, payload).unwrap();
                 let decoded_value = from_protobuf_value(
                     field_desc,
                     &Value::Message(decoded_value),
                     descriptor_pool,
                 )?
+                .to_owned_datum()
                 .unwrap();
 
                 // Extract the struct value
@@ -447,7 +454,9 @@ pub fn from_protobuf_value(
                     }
                     // use default value if dyn_msg doesn't has this field
                     let value = dyn_msg.get_field(&field_desc);
-                    rw_values.push(from_protobuf_value(&field_desc, &value, descriptor_pool)?);
+                    rw_values.push(
+                        from_protobuf_value(&field_desc, &value, descriptor_pool)?.to_owned_datum(),
+                    );
                 }
                 ScalarImpl::Struct(StructValue::new(rw_values))
             }
@@ -461,14 +470,14 @@ pub fn from_protobuf_value(
             }
             ScalarImpl::List(ListValue::new(builder.finish()))
         }
-        Value::Bytes(value) => ScalarImpl::Bytea(value.to_vec().into_boxed_slice()),
+        Value::Bytes(value) => borrowed!(&**value),
         _ => {
             return Err(AccessError::UnsupportedType {
                 ty: format!("{kind:?}"),
             });
         }
     };
-    Ok(Some(v))
+    Ok(Some(v).into())
 }
 
 /// Maps protobuf type to RW type.
@@ -579,11 +588,11 @@ pub(crate) fn resolve_pb_header(payload: &[u8]) -> ConnectorResult<&[u8]> {
 
 #[cfg(test)]
 mod test {
-    use std::collections::HashMap;
     use std::path::PathBuf;
 
     use prost::Message;
     use risingwave_common::types::StructType;
+    use risingwave_connector_codec::decoder::AccessExt;
     use risingwave_pb::catalog::StreamSourceInfo;
     use risingwave_pb::data::data_type::PbTypeName;
     use risingwave_pb::plan_common::{PbEncodeType, PbFormatType};
@@ -592,7 +601,6 @@ mod test {
     use super::*;
     use crate::parser::protobuf::recursive::all_types::{EnumType, ExampleOneof, NestedMessage};
     use crate::parser::protobuf::recursive::AllTypes;
-    use crate::parser::unified::Access;
     use crate::parser::SpecificParserConfig;
 
     fn schema_dir() -> String {
@@ -624,7 +632,7 @@ mod test {
             row_encode: PbEncodeType::Protobuf.into(),
             ..Default::default()
         };
-        let parser_config = SpecificParserConfig::new(&info, &HashMap::new())?;
+        let parser_config = SpecificParserConfig::new(&info, &Default::default())?;
         let conf = ProtobufParserConfig::new(parser_config.encoding_config).await?;
         let value = DynamicMessage::decode(conf.message_descriptor, PRE_GEN_PROTO_DATA).unwrap();
 
@@ -669,7 +677,7 @@ mod test {
             row_encode: PbEncodeType::Protobuf.into(),
             ..Default::default()
         };
-        let parser_config = SpecificParserConfig::new(&info, &HashMap::new())?;
+        let parser_config = SpecificParserConfig::new(&info, &Default::default())?;
         let conf = ProtobufParserConfig::new(parser_config.encoding_config).await?;
         let columns = conf.map_to_columns().unwrap();
 
@@ -718,7 +726,7 @@ mod test {
             row_encode: PbEncodeType::Protobuf.into(),
             ..Default::default()
         };
-        let parser_config = SpecificParserConfig::new(&info, &HashMap::new()).unwrap();
+        let parser_config = SpecificParserConfig::new(&info, &Default::default()).unwrap();
         let conf = ProtobufParserConfig::new(parser_config.encoding_config)
             .await
             .unwrap();
@@ -746,7 +754,7 @@ mod test {
             row_encode: PbEncodeType::Protobuf.into(),
             ..Default::default()
         };
-        let parser_config = SpecificParserConfig::new(&info, &HashMap::new()).unwrap();
+        let parser_config = SpecificParserConfig::new(&info, &Default::default()).unwrap();
 
         ProtobufParserConfig::new(parser_config.encoding_config)
             .await
@@ -897,7 +905,7 @@ mod test {
 
     fn pb_eq(a: &ProtobufAccess, field_name: &str, value: ScalarImpl) {
         let dummy_type = DataType::Varchar;
-        let d = a.access(&[field_name], &dummy_type).unwrap().unwrap();
+        let d = a.access_owned(&[field_name], &dummy_type).unwrap().unwrap();
         assert_eq!(d, value, "field: {} value: {:?}", field_name, d);
     }
 
@@ -966,7 +974,9 @@ mod test {
         let field = value.fields().next().unwrap().0;
 
         if let Some(ret) =
-            from_protobuf_value(&field, &Value::Message(value), &conf.descriptor_pool).unwrap()
+            from_protobuf_value(&field, &Value::Message(value), &conf.descriptor_pool)
+                .unwrap()
+                .to_owned_datum()
         {
             println!("Decoded Value for ANY_GEN_PROTO_DATA: {:#?}", ret);
             println!("---------------------------");
@@ -1027,7 +1037,9 @@ mod test {
         let field = value.fields().next().unwrap().0;
 
         if let Some(ret) =
-            from_protobuf_value(&field, &Value::Message(value), &conf.descriptor_pool).unwrap()
+            from_protobuf_value(&field, &Value::Message(value), &conf.descriptor_pool)
+                .unwrap()
+                .to_owned_datum()
         {
             println!("Decoded Value for ANY_GEN_PROTO_DATA: {:#?}", ret);
             println!("---------------------------");
@@ -1099,7 +1111,9 @@ mod test {
         let field = value.fields().next().unwrap().0;
 
         if let Some(ret) =
-            from_protobuf_value(&field, &Value::Message(value), &conf.descriptor_pool).unwrap()
+            from_protobuf_value(&field, &Value::Message(value), &conf.descriptor_pool)
+                .unwrap()
+                .to_owned_datum()
         {
             println!("Decoded Value for ANY_RECURSIVE_GEN_PROTO_DATA: {:#?}", ret);
             println!("---------------------------");
diff --git a/src/connector/src/parser/unified/avro.rs b/src/connector/src/parser/unified/avro.rs
deleted file mode 100644
index 68e95d6f78b9a..0000000000000
--- a/src/connector/src/parser/unified/avro.rs
+++ /dev/null
@@ -1,15 +0,0 @@
-// Copyright 2024 RisingWave Labs
-//
-// Licensed under the Apache License, Version 2.0 (the "License");
-// you may not use this file except in compliance with the License.
-// You may obtain a copy of the License at
-//
-//     http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing, software
-// distributed under the License is distributed on an "AS IS" BASIS,
-// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-// See the License for the specific language governing permissions and
-// limitations under the License.
-
-pub use risingwave_connector_codec::decoder::avro::*;
diff --git a/src/connector/src/parser/unified/bytes.rs b/src/connector/src/parser/unified/bytes.rs
index f9064c3ec3079..2f8f27124a307 100644
--- a/src/connector/src/parser/unified/bytes.rs
+++ b/src/connector/src/parser/unified/bytes.rs
@@ -12,7 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use risingwave_common::types::{DataType, ScalarImpl};
+use risingwave_common::types::{DataType, DatumCow, ScalarRefImpl};
 
 use super::{Access, AccessError, AccessResult};
 
@@ -29,14 +29,16 @@ impl<'a> BytesAccess<'a> {
     }
 }
 
-impl<'a> Access for BytesAccess<'a> {
+impl Access for BytesAccess<'_> {
     /// path is empty currently, `type_expected` should be `Bytea`
-    fn access(&self, path: &[&str], type_expected: &DataType) -> AccessResult {
+    fn access<'a>(&'a self, path: &[&str], type_expected: &DataType) -> AccessResult<DatumCow<'a>> {
         if let DataType::Bytea = type_expected {
             if self.column_name.is_none()
                 || (path.len() == 1 && self.column_name.as_ref().unwrap() == path[0])
             {
-                return Ok(Some(ScalarImpl::Bytea(Box::from(self.bytes.as_slice()))));
+                return Ok(DatumCow::Borrowed(Some(ScalarRefImpl::Bytea(
+                    self.bytes.as_slice(),
+                ))));
             }
             return Err(AccessError::Undefined {
                 name: path[0].to_string(),
diff --git a/src/connector/src/parser/unified/debezium.rs b/src/connector/src/parser/unified/debezium.rs
index a353a39369c32..d90463698577d 100644
--- a/src/connector/src/parser/unified/debezium.rs
+++ b/src/connector/src/parser/unified/debezium.rs
@@ -12,7 +12,10 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use risingwave_common::types::{DataType, Datum, Scalar, ScalarImpl, Timestamptz};
+use risingwave_common::types::{
+    DataType, Datum, DatumCow, Scalar, ScalarImpl, ScalarRefImpl, Timestamptz, ToDatumRef,
+};
+use risingwave_connector_codec::decoder::AccessExt;
 use risingwave_pb::plan_common::additional_column::ColumnType;
 
 use super::{Access, AccessError, AccessResult, ChangeEvent, ChangeEventOperation};
@@ -84,20 +87,26 @@ pub fn parse_transaction_meta(
     accessor: &impl Access,
     connector_props: &ConnectorProperties,
 ) -> AccessResult<TransactionControl> {
-    if let (Some(ScalarImpl::Utf8(status)), Some(ScalarImpl::Utf8(id))) = (
-        accessor.access(&[TRANSACTION_STATUS], &DataType::Varchar)?,
-        accessor.access(&[TRANSACTION_ID], &DataType::Varchar)?,
+    if let (Some(ScalarRefImpl::Utf8(status)), Some(ScalarRefImpl::Utf8(id))) = (
+        accessor
+            .access(&[TRANSACTION_STATUS], &DataType::Varchar)?
+            .to_datum_ref(),
+        accessor
+            .access(&[TRANSACTION_ID], &DataType::Varchar)?
+            .to_datum_ref(),
     ) {
         // The id field has different meanings for different databases:
         // PG: txID:LSN
         // MySQL: source_id:transaction_id (e.g. 3E11FA47-71CA-11E1-9E33-C80AA9429562:23)
-        match status.as_ref() {
+        match status {
             DEBEZIUM_TRANSACTION_STATUS_BEGIN => match *connector_props {
                 ConnectorProperties::PostgresCdc(_) => {
                     let (tx_id, _) = id.split_once(':').unwrap();
                     return Ok(TransactionControl::Begin { id: tx_id.into() });
                 }
-                ConnectorProperties::MysqlCdc(_) => return Ok(TransactionControl::Begin { id }),
+                ConnectorProperties::MysqlCdc(_) => {
+                    return Ok(TransactionControl::Begin { id: id.into() })
+                }
                 _ => {}
             },
             DEBEZIUM_TRANSACTION_STATUS_COMMIT => match *connector_props {
@@ -105,7 +114,9 @@ pub fn parse_transaction_meta(
                     let (tx_id, _) = id.split_once(':').unwrap();
                     return Ok(TransactionControl::Commit { id: tx_id.into() });
                 }
-                ConnectorProperties::MysqlCdc(_) => return Ok(TransactionControl::Commit { id }),
+                ConnectorProperties::MysqlCdc(_) => {
+                    return Ok(TransactionControl::Commit { id: id.into() })
+                }
                 _ => {}
             },
             _ => {}
@@ -160,7 +171,7 @@ impl<A> ChangeEvent for DebeziumChangeEvent<A>
 where
     A: Access,
 {
-    fn access_field(&self, desc: &SourceColumnDesc) -> super::AccessResult {
+    fn access_field(&self, desc: &SourceColumnDesc) -> super::AccessResult<DatumCow<'_>> {
         match self.op()? {
             ChangeEventOperation::Delete => {
                 // For delete events of MongoDB, the "before" and "after" field both are null in the value,
@@ -201,12 +212,12 @@ where
                                     .value_accessor
                                     .as_ref()
                                     .expect("value_accessor must be provided for upsert operation")
-                                    .access(&[SOURCE, SOURCE_TS_MS], &DataType::Int64)?;
-                                Ok(ts_ms.map(|scalar| {
+                                    .access_owned(&[SOURCE, SOURCE_TS_MS], &DataType::Int64)?;
+                                Ok(DatumCow::Owned(ts_ms.map(|scalar| {
                                     Timestamptz::from_millis(scalar.into_int64())
                                         .expect("source.ts_ms must in millisecond")
                                         .to_scalar_value()
-                                }))
+                                })))
                             }
                             ColumnType::DatabaseName(_) => self
                                 .value_accessor
@@ -240,8 +251,10 @@ where
 
     fn op(&self) -> Result<ChangeEventOperation, AccessError> {
         if let Some(accessor) = &self.value_accessor {
-            if let Some(ScalarImpl::Utf8(op)) = accessor.access(&[OP], &DataType::Varchar)? {
-                match op.as_ref() {
+            if let Some(ScalarRefImpl::Utf8(op)) =
+                accessor.access(&[OP], &DataType::Varchar)?.to_datum_ref()
+            {
+                match op {
                     DEBEZIUM_READ_OP | DEBEZIUM_CREATE_OP | DEBEZIUM_UPDATE_OP => {
                         return Ok(ChangeEventOperation::Upsert)
                     }
@@ -327,12 +340,12 @@ impl<A> Access for MongoJsonAccess<A>
 where
     A: Access,
 {
-    fn access(&self, path: &[&str], type_expected: &DataType) -> super::AccessResult {
+    fn access<'a>(&'a self, path: &[&str], type_expected: &DataType) -> AccessResult<DatumCow<'a>> {
         match path {
             ["after" | "before", "_id"] => {
-                let payload = self.access(&[path[0]], &DataType::Jsonb)?;
+                let payload = self.access_owned(&[path[0]], &DataType::Jsonb)?;
                 if let Some(ScalarImpl::Jsonb(bson_doc)) = payload {
-                    Ok(extract_bson_id(type_expected, &bson_doc.take())?)
+                    Ok(extract_bson_id(type_expected, &bson_doc.take())?.into())
                 } else {
                     // fail to extract the "_id" field from the message payload
                     Err(AccessError::Undefined {
@@ -348,9 +361,9 @@ where
             ["_id"] => {
                 let ret = self.accessor.access(path, type_expected);
                 if matches!(ret, Err(AccessError::Undefined { .. })) {
-                    let id_bson = self.accessor.access(&["id"], &DataType::Jsonb)?;
+                    let id_bson = self.accessor.access_owned(&["id"], &DataType::Jsonb)?;
                     if let Some(ScalarImpl::Jsonb(bson_doc)) = id_bson {
-                        Ok(extract_bson_id(type_expected, &bson_doc.take())?)
+                        Ok(extract_bson_id(type_expected, &bson_doc.take())?.into())
                     } else {
                         // fail to extract the "_id" field from the message key
                         Err(AccessError::Undefined {
diff --git a/src/connector/src/parser/unified/json.rs b/src/connector/src/parser/unified/json.rs
index 61ef592e313ac..e4a229bb61b98 100644
--- a/src/connector/src/parser/unified/json.rs
+++ b/src/connector/src/parser/unified/json.rs
@@ -23,6 +23,7 @@ use risingwave_common::cast::{i64_to_timestamp, i64_to_timestamptz, str_to_bytea
 use risingwave_common::log::LogSuppresser;
 use risingwave_common::types::{
     DataType, Date, Decimal, Int256, Interval, JsonbVal, ScalarImpl, Time, Timestamp, Timestamptz,
+    ToOwnedDatum,
 };
 use risingwave_common::util::iter_util::ZipEqFast;
 use risingwave_connector_codec::decoder::utils::extract_decimal;
@@ -34,6 +35,7 @@ use thiserror_ext::AsReport;
 
 use super::{Access, AccessError, AccessResult};
 use crate::parser::common::json_object_get_case_insensitive;
+use crate::parser::DatumCow;
 use crate::schema::{bail_invalid_option_error, InvalidOptionError};
 
 #[derive(Clone, Debug)]
@@ -199,7 +201,11 @@ impl JsonParseOptions {
         }
     }
 
-    pub fn parse(&self, value: &BorrowedValue<'_>, type_expected: &DataType) -> AccessResult {
+    pub fn parse<'a>(
+        &self,
+        value: &'a BorrowedValue<'a>,
+        type_expected: &DataType,
+    ) -> AccessResult<DatumCow<'a>> {
         let create_error = || AccessError::TypeError {
             expected: format!("{:?}", type_expected),
             got: value.value_type().to_string(),
@@ -207,9 +213,9 @@ impl JsonParseOptions {
         };
 
         let v: ScalarImpl = match (type_expected, value.value_type()) {
-            (_, ValueType::Null) => return Ok(None),
+            (_, ValueType::Null) => return Ok(DatumCow::NULL),
             // ---- Boolean -----
-            (DataType::Boolean , ValueType::Bool) => value.as_bool().unwrap().into(),
+            (DataType::Boolean, ValueType::Bool) => value.as_bool().unwrap().into(),
 
             (
                 DataType::Boolean,
@@ -360,11 +366,11 @@ impl JsonParseOptions {
                     .map_err(|_| create_error())?
                     .into()
             }
-            (DataType::Float64 , ValueType::F64) => {
+            (DataType::Float64, ValueType::F64) => {
                 value.try_as_f64().map_err(|_| create_error())?.into()
             }
             // ---- Decimal -----
-            (DataType::Decimal , ValueType::I128 | ValueType::U128) => {
+            (DataType::Decimal, ValueType::I128 | ValueType::U128) => {
                 Decimal::from_str(&value.try_as_i128().map_err(|_| create_error())?.to_string())
                     .map_err(|_| create_error())?
                     .into()
@@ -385,7 +391,9 @@ impl JsonParseOptions {
                     "NAN" => ScalarImpl::Decimal(Decimal::NaN),
                     "POSITIVE_INFINITY" => ScalarImpl::Decimal(Decimal::PositiveInf),
                     "NEGATIVE_INFINITY" => ScalarImpl::Decimal(Decimal::NegativeInf),
-                    _ => ScalarImpl::Decimal(Decimal::from_str(str).map_err(|_err| create_error())?),
+                    _ => {
+                        ScalarImpl::Decimal(Decimal::from_str(str).map_err(|_err| create_error())?)
+                    }
                 }
             }
             (DataType::Decimal, ValueType::Object) => {
@@ -423,7 +431,9 @@ impl JsonParseOptions {
                 .map_err(|_| create_error())?
                 .into(),
             // ---- Varchar -----
-            (DataType::Varchar , ValueType::String) => value.as_str().unwrap().into(),
+            (DataType::Varchar, ValueType::String) => {
+                return Ok(DatumCow::Borrowed(Some(value.as_str().unwrap().into())))
+            }
             (
                 DataType::Varchar,
                 ValueType::Bool
@@ -486,7 +496,9 @@ impl JsonParseOptions {
                     .as_str()
                     .unwrap()
                     .parse::<Timestamp>()
-                    .map(|naive_utc| Timestamptz::from_micros(naive_utc.0.timestamp_micros()))
+                    .map(|naive_utc| {
+                        Timestamptz::from_micros(naive_utc.0.and_utc().timestamp_micros())
+                    })
                     .map_err(|_| create_error())?
                     .into(),
                 // Unless explicitly requested `utc_without_utc`, we parse string with `YYYY-MM-DDTHH:MM:SSZ`.
@@ -496,11 +508,12 @@ impl JsonParseOptions {
                     .parse::<Timestamptz>()
                     .map_err(|_| create_error())?
                     .into(),
-            }
+            },
             (
                 DataType::Timestamptz,
                 ValueType::I64 | ValueType::I128 | ValueType::U64 | ValueType::U128,
-            ) => value.as_i64()
+            ) => value
+                .as_i64()
                 .and_then(|num| match self.timestamptz_handling {
                     TimestamptzHandling::GuessNumberUnit => i64_to_timestamptz(num).ok(),
                     TimestamptzHandling::Micro => Some(Timestamptz::from_micros(num)),
@@ -511,16 +524,22 @@ impl JsonParseOptions {
                 .ok_or_else(create_error)?
                 .into(),
             // ---- Interval -----
-            (DataType::Interval, ValueType::String) => {
-                value.as_str().unwrap().parse::<Interval>().map_err(|_| create_error())?.into()
-            }
+            (DataType::Interval, ValueType::String) => value
+                .as_str()
+                .unwrap()
+                .parse::<Interval>()
+                .map_err(|_| create_error())?
+                .into(),
             // ---- Struct -----
-            (DataType::Struct(struct_type_info), ValueType::Object) => StructValue::new(
-                struct_type_info
+            (DataType::Struct(struct_type_info), ValueType::Object) => {
+                // Collecting into a Result<Vec<_>> doesn't reserve the capacity in advance, so we `Vec::with_capacity` instead.
+                // https://github.com/rust-lang/rust/issues/48994
+                let mut fields = Vec::with_capacity(struct_type_info.types().len());
+                for (field_name, field_type) in struct_type_info
                     .names()
                     .zip_eq_fast(struct_type_info.types())
-                    .map(|(field_name, field_type)| {
-                        let field_value = json_object_get_case_insensitive(value, field_name)
+                {
+                    let field_value = json_object_get_case_insensitive(value, field_name)
                             .unwrap_or_else(|| {
                                 let error = AccessError::Undefined {
                                     name: field_name.to_owned(),
@@ -533,12 +552,13 @@ impl JsonParseOptions {
                                 }
                                 &BorrowedValue::Static(simd_json::StaticNode::Null)
                             });
+                    fields.push(
                         self.parse(field_value, field_type)
-                    })
-                    .collect::<Result<_, _>>()?,
-            )
-            .into(),
-
+                            .map(|d| d.to_owned_datum())?,
+                    );
+                }
+                StructValue::new(fields).into()
+            }
 
             // String containing json object, e.g. "{\"a\": 1, \"b\": 2}"
             // Try to parse it as json object.
@@ -549,7 +569,9 @@ impl JsonParseOptions {
                 let mut value = value.as_str().unwrap().as_bytes().to_vec();
                 let value =
                     simd_json::to_borrowed_value(&mut value[..]).map_err(|_| create_error())?;
-                return self.parse(&value, type_expected);
+                return self
+                    .parse(&value, type_expected)
+                    .map(|d| d.to_owned_datum().into());
             }
 
             // ---- List -----
@@ -596,38 +618,33 @@ impl JsonParseOptions {
                 ValueType::I64 | ValueType::I128 | ValueType::U64 | ValueType::U128,
             ) => Int256::from(value.try_as_i64().map_err(|_| create_error())?).into(),
 
-            (DataType::Int256, ValueType::String) => {
-                Int256::from_str(value.as_str().unwrap())
-                    .map_err(|_| create_error())?
-                    .into()
-            }
+            (DataType::Int256, ValueType::String) => Int256::from_str(value.as_str().unwrap())
+                .map_err(|_| create_error())?
+                .into(),
 
             (_expected, _got) => Err(create_error())?,
         };
-        Ok(Some(v))
+        Ok(DatumCow::Owned(Some(v)))
     }
 }
 
-pub struct JsonAccess<'a, 'b> {
-    value: BorrowedValue<'b>,
+pub struct JsonAccess<'a> {
+    value: BorrowedValue<'a>,
     options: &'a JsonParseOptions,
 }
 
-impl<'a, 'b> JsonAccess<'a, 'b> {
-    pub fn new_with_options(value: BorrowedValue<'b>, options: &'a JsonParseOptions) -> Self {
+impl<'a> JsonAccess<'a> {
+    pub fn new_with_options(value: BorrowedValue<'a>, options: &'a JsonParseOptions) -> Self {
         Self { value, options }
     }
 
-    pub fn new(value: BorrowedValue<'b>) -> Self {
+    pub fn new(value: BorrowedValue<'a>) -> Self {
         Self::new_with_options(value, &JsonParseOptions::DEFAULT)
     }
 }
 
-impl<'a, 'b> Access for JsonAccess<'a, 'b>
-where
-    'a: 'b,
-{
-    fn access(&self, path: &[&str], type_expected: &DataType) -> AccessResult {
+impl Access for JsonAccess<'_> {
+    fn access<'a>(&'a self, path: &[&str], type_expected: &DataType) -> AccessResult<DatumCow<'a>> {
         let mut value = &self.value;
         for (idx, &key) in path.iter().enumerate() {
             if let Some(sub_value) = if self.options.ignoring_keycase {
diff --git a/src/connector/src/parser/unified/kv_event.rs b/src/connector/src/parser/unified/kv_event.rs
index b67952e66c167..7e52d2f4c3c24 100644
--- a/src/connector/src/parser/unified/kv_event.rs
+++ b/src/connector/src/parser/unified/kv_event.rs
@@ -12,10 +12,10 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use risingwave_common::types::DataType;
+use risingwave_common::types::{DataType, DatumCow};
 use risingwave_pb::plan_common::additional_column::ColumnType as AdditionalColumnType;
 
-use super::Access;
+use super::{Access, AccessResult};
 use crate::parser::unified::AccessError;
 use crate::source::SourceColumnDesc;
 
@@ -54,7 +54,7 @@ where
     K: Access,
     V: Access,
 {
-    fn access_key(&self, path: &[&str], type_expected: &DataType) -> super::AccessResult {
+    fn access_key(&self, path: &[&str], type_expected: &DataType) -> AccessResult<DatumCow<'_>> {
         if let Some(ka) = &self.key_accessor {
             ka.access(path, type_expected)
         } else {
@@ -65,7 +65,7 @@ where
         }
     }
 
-    fn access_value(&self, path: &[&str], type_expected: &DataType) -> super::AccessResult {
+    fn access_value(&self, path: &[&str], type_expected: &DataType) -> AccessResult<DatumCow<'_>> {
         if let Some(va) = &self.value_accessor {
             va.access(path, type_expected)
         } else {
@@ -76,7 +76,7 @@ where
         }
     }
 
-    pub fn access_field(&self, desc: &SourceColumnDesc) -> super::AccessResult {
+    pub fn access_field(&self, desc: &SourceColumnDesc) -> AccessResult<DatumCow<'_>> {
         match desc.additional_column.column_type {
             Some(AdditionalColumnType::Key(_)) => self.access_key(&[&desc.name], &desc.data_type),
             None => self.access_value(&[&desc.name], &desc.data_type),
diff --git a/src/connector/src/parser/unified/maxwell.rs b/src/connector/src/parser/unified/maxwell.rs
index 6abe86583988e..0bc6e7ab1d94a 100644
--- a/src/connector/src/parser/unified/maxwell.rs
+++ b/src/connector/src/parser/unified/maxwell.rs
@@ -12,7 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use risingwave_common::types::{DataType, ScalarImpl};
+use risingwave_common::types::{DataType, DatumCow, ScalarRefImpl, ToDatumRef};
 
 use super::{Access, ChangeEvent};
 use crate::parser::unified::ChangeEventOperation;
@@ -36,8 +36,10 @@ where
 {
     fn op(&self) -> std::result::Result<super::ChangeEventOperation, super::AccessError> {
         const OP: &str = "type";
-        if let Some(ScalarImpl::Utf8(op)) = self.0.access(&[OP], &DataType::Varchar)? {
-            match op.as_ref() {
+        if let Some(ScalarRefImpl::Utf8(op)) =
+            self.0.access(&[OP], &DataType::Varchar)?.to_datum_ref()
+        {
+            match op {
                 MAXWELL_INSERT_OP | MAXWELL_UPDATE_OP => return Ok(ChangeEventOperation::Upsert),
                 MAXWELL_DELETE_OP => return Ok(ChangeEventOperation::Delete),
                 _ => (),
@@ -49,7 +51,7 @@ where
         })
     }
 
-    fn access_field(&self, desc: &SourceColumnDesc) -> super::AccessResult {
+    fn access_field(&self, desc: &SourceColumnDesc) -> super::AccessResult<DatumCow<'_>> {
         const DATA: &str = "data";
         self.0.access(&[DATA, &desc.name], &desc.data_type)
     }
diff --git a/src/connector/src/parser/unified/mod.rs b/src/connector/src/parser/unified/mod.rs
index 234d7c2ad7492..8045ce0132401 100644
--- a/src/connector/src/parser/unified/mod.rs
+++ b/src/connector/src/parser/unified/mod.rs
@@ -15,19 +15,18 @@
 //! Unified parsers for both normal events or CDC events of multiple message formats
 
 use auto_impl::auto_impl;
-use risingwave_common::types::DataType;
+use risingwave_common::types::{DataType, DatumCow};
+use risingwave_connector_codec::decoder::avro::AvroAccess;
 pub use risingwave_connector_codec::decoder::{
     bail_uncategorized, uncategorized, Access, AccessError, AccessResult,
 };
 
-use self::avro::AvroAccess;
 use self::bytes::BytesAccess;
 use self::json::JsonAccess;
 use self::protobuf::ProtobufAccess;
 use crate::parser::unified::debezium::MongoJsonAccess;
 use crate::source::SourceColumnDesc;
 
-pub mod avro;
 pub mod bytes;
 pub mod debezium;
 pub mod json;
@@ -36,16 +35,16 @@ pub mod maxwell;
 pub mod protobuf;
 pub mod util;
 
-pub enum AccessImpl<'a, 'b> {
-    Avro(AvroAccess<'a, 'b>),
+pub enum AccessImpl<'a> {
+    Avro(AvroAccess<'a>),
     Bytes(BytesAccess<'a>),
     Protobuf(ProtobufAccess),
-    Json(JsonAccess<'a, 'b>),
-    MongoJson(MongoJsonAccess<JsonAccess<'a, 'b>>),
+    Json(JsonAccess<'a>),
+    MongoJson(MongoJsonAccess<JsonAccess<'a>>),
 }
 
-impl Access for AccessImpl<'_, '_> {
-    fn access(&self, path: &[&str], type_expected: &DataType) -> AccessResult {
+impl Access for AccessImpl<'_> {
+    fn access<'a>(&'a self, path: &[&str], type_expected: &DataType) -> AccessResult<DatumCow<'a>> {
         match self {
             Self::Avro(accessor) => accessor.access(path, type_expected),
             Self::Bytes(accessor) => accessor.access(path, type_expected),
@@ -68,7 +67,7 @@ pub trait ChangeEvent {
     /// Access the operation type.
     fn op(&self) -> AccessResult<ChangeEventOperation>;
     /// Access the field.
-    fn access_field(&self, desc: &SourceColumnDesc) -> AccessResult;
+    fn access_field(&self, desc: &SourceColumnDesc) -> AccessResult<DatumCow<'_>>;
 }
 
 impl<A> ChangeEvent for (ChangeEventOperation, A)
@@ -79,7 +78,7 @@ where
         Ok(self.0)
     }
 
-    fn access_field(&self, desc: &SourceColumnDesc) -> AccessResult {
+    fn access_field(&self, desc: &SourceColumnDesc) -> AccessResult<DatumCow<'_>> {
         self.1.access(&[desc.name.as_str()], &desc.data_type)
     }
 }
diff --git a/src/connector/src/parser/unified/protobuf.rs b/src/connector/src/parser/unified/protobuf.rs
index af2565a964082..02febc22db247 100644
--- a/src/connector/src/parser/unified/protobuf.rs
+++ b/src/connector/src/parser/unified/protobuf.rs
@@ -12,11 +12,12 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
+use std::borrow::Cow;
 use std::sync::{Arc, LazyLock};
 
 use prost_reflect::{DescriptorPool, DynamicMessage, ReflectMessage};
 use risingwave_common::log::LogSuppresser;
-use risingwave_common::types::DataType;
+use risingwave_common::types::{DataType, DatumCow, ToOwnedDatum};
 use thiserror_ext::AsReport;
 
 use super::{Access, AccessResult};
@@ -38,7 +39,11 @@ impl ProtobufAccess {
 }
 
 impl Access for ProtobufAccess {
-    fn access(&self, path: &[&str], _type_expected: &DataType) -> AccessResult {
+    fn access<'a>(
+        &'a self,
+        path: &[&str],
+        _type_expected: &DataType,
+    ) -> AccessResult<DatumCow<'a>> {
         debug_assert_eq!(1, path.len());
         let field_desc = self
             .message
@@ -52,8 +57,14 @@ impl Access for ProtobufAccess {
                     tracing::error!(suppressed_count, "{}", e.as_report());
                 }
             })?;
-        let value = self.message.get_field(&field_desc);
 
-        from_protobuf_value(&field_desc, &value, &self.descriptor_pool)
+        match self.message.get_field(&field_desc) {
+            Cow::Borrowed(value) => from_protobuf_value(&field_desc, value, &self.descriptor_pool),
+
+            // `Owned` variant occurs only if there's no such field and the default value is returned.
+            Cow::Owned(value) => from_protobuf_value(&field_desc, &value, &self.descriptor_pool)
+                // enforce `Owned` variant to avoid returning a reference to a temporary value
+                .map(|d| d.to_owned_datum().into()),
+        }
     }
 }
diff --git a/src/connector/src/parser/upsert_parser.rs b/src/connector/src/parser/upsert_parser.rs
index 604b6a840a7ff..df5e3b66e3136 100644
--- a/src/connector/src/parser/upsert_parser.rs
+++ b/src/connector/src/parser/upsert_parser.rs
@@ -96,7 +96,7 @@ impl UpsertParser {
         payload: Option<Vec<u8>>,
         mut writer: SourceStreamChunkRowWriter<'_>,
     ) -> ConnectorResult<()> {
-        let mut row_op: KvEvent<AccessImpl<'_, '_>, AccessImpl<'_, '_>> = KvEvent::default();
+        let mut row_op: KvEvent<AccessImpl<'_>, AccessImpl<'_>> = KvEvent::default();
         if let Some(data) = key {
             row_op.with_key(self.key_builder.generate_accessor(data).await?);
         }
diff --git a/src/connector/src/parser/util.rs b/src/connector/src/parser/util.rs
index d79c483dbe921..590ba927854d3 100644
--- a/src/connector/src/parser/util.rs
+++ b/src/connector/src/parser/util.rs
@@ -11,13 +11,13 @@
 // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 // See the License for the specific language governing permissions and
 // limitations under the License.
-use std::collections::HashMap;
+use std::collections::BTreeMap;
 
 use anyhow::Context;
 use bytes::Bytes;
 use reqwest::Url;
 use risingwave_common::bail;
-use risingwave_common::types::Datum;
+use risingwave_common::types::{Datum, DatumCow, DatumRef};
 use risingwave_pb::data::DataType as PbDataType;
 
 use crate::aws_utils::load_file_descriptor_from_s3;
@@ -45,7 +45,7 @@ use crate::parser::{AccessError, AccessResult};
 use crate::source::cdc::DebeziumCdcMeta;
 
 /// get kafka topic name
-pub(super) fn get_kafka_topic(props: &HashMap<String, String>) -> ConnectorResult<&String> {
+pub(super) fn get_kafka_topic(props: &BTreeMap<String, String>) -> ConnectorResult<&String> {
     const KAFKA_TOPIC_KEY1: &str = "kafka.topic";
     const KAFKA_TOPIC_KEY2: &str = "topic";
 
@@ -92,22 +92,6 @@ macro_rules! only_parse_payload {
     };
 }
 
-// Extract encoding config and encoding type from ParserProperties
-// for message key.
-//
-// Suppose (A, B) is the combination of key/payload combination:
-// For (None, B), key should be the the key setting from B
-// For (A, B), key should be the value setting from A
-#[macro_export]
-macro_rules! extract_key_config {
-    ($props:ident) => {
-        match $props.key_encoding_config {
-            Some(config) => (config, EncodingType::Value),
-            None => ($props.encoding_config.clone(), EncodingType::Key),
-        }
-    };
-}
-
 /// Load raw bytes from:
 /// * local file, for on-premise or testing.
 /// * http/https, for common usage.
@@ -132,19 +116,19 @@ pub(super) async fn bytes_from_url(
     }
 }
 
-pub fn extreact_timestamp_from_meta(meta: &SourceMeta) -> Option<Datum> {
+pub fn extreact_timestamp_from_meta(meta: &SourceMeta) -> Option<DatumRef<'_>> {
     match meta {
         SourceMeta::Kafka(kafka_meta) => kafka_meta.extract_timestamp(),
-        SourceMeta::DebeziumCdc(cdc_meta) => cdc_meta.extract_timestamp(),
+        SourceMeta::DebeziumCdc(cdc_meta) => Some(cdc_meta.extract_timestamp()),
         _ => None,
     }
 }
 
-pub fn extract_cdc_meta_column(
-    cdc_meta: &DebeziumCdcMeta,
+pub fn extract_cdc_meta_column<'a>(
+    cdc_meta: &'a DebeziumCdcMeta,
     column_type: &additional_column::ColumnType,
     column_name: &str,
-) -> AccessResult<Option<Datum>> {
+) -> AccessResult<DatumRef<'a>> {
     match column_type {
         ColumnType::Timestamp(_) => Ok(cdc_meta.extract_timestamp()),
         ColumnType::DatabaseName(_) => Ok(cdc_meta.extract_database_name()),
@@ -162,11 +146,11 @@ pub fn extract_headers_from_meta(meta: &SourceMeta) -> Option<Datum> {
     }
 }
 
-pub fn extract_header_inner_from_meta(
-    meta: &SourceMeta,
+pub fn extract_header_inner_from_meta<'a>(
+    meta: &'a SourceMeta,
     inner_field: &str,
     data_type: Option<&PbDataType>,
-) -> Option<Datum> {
+) -> Option<DatumCow<'a>> {
     match meta {
         SourceMeta::Kafka(kafka_meta) => kafka_meta.extract_header_inner(inner_field, data_type), /* expect output of type `bytea` or `varchar` */
         _ => None,
diff --git a/src/connector/src/schema/schema_registry/util.rs b/src/connector/src/schema/schema_registry/util.rs
index 0d43f33baa31c..44b7a350e6823 100644
--- a/src/connector/src/schema/schema_registry/util.rs
+++ b/src/connector/src/schema/schema_registry/util.rs
@@ -150,6 +150,7 @@ pub struct Subject {
 #[derive(Debug, Deserialize)]
 pub struct SchemaReference {
     /// The name of the reference.
+    #[allow(dead_code)]
     pub name: String,
     /// The subject that the referenced schema belongs to
     pub subject: String,
diff --git a/src/connector/src/sink/big_query.rs b/src/connector/src/sink/big_query.rs
index ed66541fcee3a..c89e200093473 100644
--- a/src/connector/src/sink/big_query.rs
+++ b/src/connector/src/sink/big_query.rs
@@ -12,9 +12,8 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use core::mem;
 use core::time::Duration;
-use std::collections::HashMap;
+use std::collections::{BTreeMap, HashMap};
 use std::sync::Arc;
 
 use anyhow::anyhow;
@@ -81,12 +80,19 @@ pub struct BigQueryCommon {
     #[serde(rename = "bigquery.max_batch_rows", default = "default_max_batch_rows")]
     #[serde_as(as = "DisplayFromStr")]
     pub max_batch_rows: usize,
+    #[serde(rename = "bigquery.retry_times", default = "default_retry_times")]
+    #[serde_as(as = "DisplayFromStr")]
+    pub retry_times: usize,
 }
 
 fn default_max_batch_rows() -> usize {
     1024
 }
 
+fn default_retry_times() -> usize {
+    5
+}
+
 impl BigQueryCommon {
     async fn build_client(&self, aws_auth_props: &AwsAuthProps) -> Result<Client> {
         let auth_json = self.get_auth_json_from_path(aws_auth_props).await?;
@@ -139,7 +145,7 @@ pub struct BigQueryConfig {
     pub r#type: String, // accept "append-only" or "upsert"
 }
 impl BigQueryConfig {
-    pub fn from_hashmap(properties: HashMap<String, String>) -> Result<Self> {
+    pub fn from_btreemap(properties: BTreeMap<String, String>) -> Result<Self> {
         let config =
             serde_json::from_value::<BigQueryConfig>(serde_json::to_value(properties).unwrap())
                 .map_err(|e| SinkError::Config(anyhow!(e)))?;
@@ -332,7 +338,7 @@ impl TryFrom<SinkParam> for BigQuerySink {
 
     fn try_from(param: SinkParam) -> std::result::Result<Self, Self::Error> {
         let schema = param.schema();
-        let config = BigQueryConfig::from_hashmap(param.properties)?;
+        let config = BigQueryConfig::from_btreemap(param.properties)?;
         BigQuerySink::new(
             config,
             schema,
@@ -469,12 +475,25 @@ impl BigQuerySinkWriter {
         if self.write_rows.is_empty() {
             return Ok(());
         }
-        let rows = mem::take(&mut self.write_rows);
-        self.write_rows_count = 0;
-        self.client
-            .append_rows(rows, self.write_stream.clone())
-            .await?;
-        Ok(())
+        let mut errs = Vec::with_capacity(self.config.common.retry_times);
+        for _ in 0..self.config.common.retry_times {
+            match self
+                .client
+                .append_rows(self.write_rows.clone(), self.write_stream.clone())
+                .await
+            {
+                Ok(_) => {
+                    self.write_rows_count = 0;
+                    self.write_rows.clear();
+                    return Ok(());
+                }
+                Err(e) => errs.push(e),
+            }
+        }
+        Err(SinkError::BigQuery(anyhow::anyhow!(
+            "Insert error {:?}",
+            errs
+        )))
     }
 }
 
diff --git a/src/connector/src/sink/catalog/desc.rs b/src/connector/src/sink/catalog/desc.rs
index e5415c268d569..62ea42b4727b0 100644
--- a/src/connector/src/sink/catalog/desc.rs
+++ b/src/connector/src/sink/catalog/desc.rs
@@ -12,13 +12,14 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::{BTreeMap, HashMap};
+use std::collections::BTreeMap;
 
 use itertools::Itertools;
 use risingwave_common::catalog::{
     ColumnCatalog, ConnectionId, CreateType, DatabaseId, SchemaId, TableId, UserId,
 };
 use risingwave_common::util::sort_util::ColumnOrder;
+use risingwave_pb::secret::PbSecretRef;
 use risingwave_pb::stream_plan::PbSinkDesc;
 
 use super::{SinkCatalog, SinkFormatDesc, SinkId, SinkType};
@@ -83,7 +84,7 @@ impl SinkDesc {
         owner: UserId,
         connection_id: Option<ConnectionId>,
         dependent_relations: Vec<TableId>,
-        secret_ref: HashMap<String, u32>,
+        secret_ref: BTreeMap<String, PbSecretRef>,
     ) -> SinkCatalog {
         SinkCatalog {
             id: self.id,
diff --git a/src/connector/src/sink/catalog/mod.rs b/src/connector/src/sink/catalog/mod.rs
index bf5dd89dd7894..5adda694703c6 100644
--- a/src/connector/src/sink/catalog/mod.rs
+++ b/src/connector/src/sink/catalog/mod.rs
@@ -14,7 +14,7 @@
 
 pub mod desc;
 
-use std::collections::{BTreeMap, HashMap};
+use std::collections::BTreeMap;
 
 use anyhow::anyhow;
 use itertools::Itertools;
@@ -27,6 +27,7 @@ use risingwave_common::util::sort_util::ColumnOrder;
 use risingwave_pb::catalog::{
     PbCreateType, PbSink, PbSinkFormatDesc, PbSinkType, PbStreamJobStatus,
 };
+use risingwave_pb::secret::PbSecretRef;
 
 use super::{
     SinkError, CONNECTOR_TYPE_KEY, SINK_TYPE_APPEND_ONLY, SINK_TYPE_DEBEZIUM, SINK_TYPE_OPTION,
@@ -303,7 +304,7 @@ pub struct SinkCatalog {
     pub distribution_key: Vec<usize>,
 
     /// The properties of the sink.
-    pub properties: HashMap<String, String>,
+    pub properties: BTreeMap<String, String>,
 
     /// Owner of the sink.
     pub owner: UserId,
@@ -339,7 +340,7 @@ pub struct SinkCatalog {
     pub create_type: CreateType,
 
     /// The secret reference for the sink, mapping from property name to secret id.
-    pub secret_ref: HashMap<String, u32>,
+    pub secret_ref: BTreeMap<String, PbSecretRef>,
 }
 
 impl SinkCatalog {
diff --git a/src/connector/src/sink/clickhouse.rs b/src/connector/src/sink/clickhouse.rs
index e3b244ad3a537..8af58f668a440 100644
--- a/src/connector/src/sink/clickhouse.rs
+++ b/src/connector/src/sink/clickhouse.rs
@@ -13,7 +13,7 @@
 // limitations under the License.
 
 use core::fmt::Debug;
-use std::collections::{HashMap, HashSet};
+use std::collections::{BTreeMap, HashMap, HashSet};
 
 use anyhow::anyhow;
 use clickhouse::insert::Insert;
@@ -61,20 +61,22 @@ pub struct ClickHouseCommon {
     pub database: String,
     #[serde(rename = "clickhouse.table")]
     pub table: String,
+    #[serde(rename = "clickhouse.delete.column")]
+    pub delete_column: Option<String>,
 }
 
 #[allow(clippy::enum_variant_names)]
 #[derive(Debug)]
 enum ClickHouseEngine {
     MergeTree,
-    ReplacingMergeTree,
+    ReplacingMergeTree(Option<String>),
     SummingMergeTree,
     AggregatingMergeTree,
     CollapsingMergeTree(String),
     VersionedCollapsingMergeTree(String),
     GraphiteMergeTree,
     ReplicatedMergeTree,
-    ReplicatedReplacingMergeTree,
+    ReplicatedReplacingMergeTree(Option<String>),
     ReplicatedSummingMergeTree,
     ReplicatedAggregatingMergeTree,
     #[expect(dead_code)]
@@ -94,6 +96,24 @@ impl ClickHouseEngine {
         )
     }
 
+    pub fn is_delete_replacing_engine(&self) -> bool {
+        match self {
+            ClickHouseEngine::ReplacingMergeTree(delete_col) => delete_col.is_some(),
+            ClickHouseEngine::ReplicatedReplacingMergeTree(delete_col) => delete_col.is_some(),
+            _ => false,
+        }
+    }
+
+    pub fn get_delete_col(&self) -> Option<String> {
+        match self {
+            ClickHouseEngine::ReplacingMergeTree(Some(delete_col)) => Some(delete_col.to_string()),
+            ClickHouseEngine::ReplicatedReplacingMergeTree(Some(delete_col)) => {
+                Some(delete_col.to_string())
+            }
+            _ => None,
+        }
+    }
+
     pub fn get_sign_name(&self) -> Option<String> {
         match self {
             ClickHouseEngine::CollapsingMergeTree(sign_name) => Some(sign_name.to_string()),
@@ -110,10 +130,16 @@ impl ClickHouseEngine {
         }
     }
 
-    pub fn from_query_engine(engine_name: &ClickhouseQueryEngine) -> Result<Self> {
+    pub fn from_query_engine(
+        engine_name: &ClickhouseQueryEngine,
+        config: &ClickHouseConfig,
+    ) -> Result<Self> {
         match engine_name.engine.as_str() {
             "MergeTree" => Ok(ClickHouseEngine::MergeTree),
-            "ReplacingMergeTree" => Ok(ClickHouseEngine::ReplacingMergeTree),
+            "ReplacingMergeTree" => {
+                let delete_column = config.common.delete_column.clone();
+                Ok(ClickHouseEngine::ReplacingMergeTree(delete_column))
+            }
             "SummingMergeTree" => Ok(ClickHouseEngine::SummingMergeTree),
             "AggregatingMergeTree" => Ok(ClickHouseEngine::AggregatingMergeTree),
             // VersionedCollapsingMergeTree(sign_name,"a")
@@ -146,7 +172,12 @@ impl ClickHouseEngine {
             }
             "GraphiteMergeTree" => Ok(ClickHouseEngine::GraphiteMergeTree),
             "ReplicatedMergeTree" => Ok(ClickHouseEngine::ReplicatedMergeTree),
-            "ReplicatedReplacingMergeTree" => Ok(ClickHouseEngine::ReplicatedReplacingMergeTree),
+            "ReplicatedReplacingMergeTree" => {
+                let delete_column = config.common.delete_column.clone();
+                Ok(ClickHouseEngine::ReplicatedReplacingMergeTree(
+                    delete_column,
+                ))
+            }
             "ReplicatedSummingMergeTree" => Ok(ClickHouseEngine::ReplicatedSummingMergeTree),
             "ReplicatedAggregatingMergeTree" => {
                 Ok(ClickHouseEngine::ReplicatedAggregatingMergeTree)
@@ -221,7 +252,7 @@ pub struct ClickHouseSink {
 }
 
 impl ClickHouseConfig {
-    pub fn from_hashmap(properties: HashMap<String, String>) -> Result<Self> {
+    pub fn from_btreemap(properties: BTreeMap<String, String>) -> Result<Self> {
         let config =
             serde_json::from_value::<ClickHouseConfig>(serde_json::to_value(properties).unwrap())
                 .map_err(|e| SinkError::Config(anyhow!(e)))?;
@@ -242,7 +273,7 @@ impl TryFrom<SinkParam> for ClickHouseSink {
 
     fn try_from(param: SinkParam) -> std::result::Result<Self, Self::Error> {
         let schema = param.schema();
-        let config = ClickHouseConfig::from_hashmap(param.properties)?;
+        let config = ClickHouseConfig::from_btreemap(param.properties)?;
         Ok(Self {
             config,
             schema,
@@ -262,7 +293,7 @@ impl ClickHouseSink {
             .collect();
 
         if rw_fields_name.len().gt(&clickhouse_columns_desc.len()) {
-            return Err(SinkError::ClickHouse("The nums of the RisingWave column must be greater than/equal to the length of the Clickhouse column".to_string()));
+            return Err(SinkError::ClickHouse("The columns of the sink must be equal to or a superset of the target table's columns.".to_string()));
         }
 
         for i in rw_fields_name {
@@ -379,11 +410,10 @@ impl Sink for ClickHouseSink {
 
     const SINK_NAME: &'static str = CLICKHOUSE_SINK;
 
-    fn is_sink_decouple(desc: &SinkDesc, user_specified: &SinkDecouple) -> Result<bool> {
+    fn is_sink_decouple(_desc: &SinkDesc, user_specified: &SinkDecouple) -> Result<bool> {
         match user_specified {
-            SinkDecouple::Default => Ok(desc.sink_type.is_append_only()),
+            SinkDecouple::Default | SinkDecouple::Enable => Ok(true),
             SinkDecouple::Disable => Ok(false),
-            SinkDecouple::Enable => Ok(true),
         }
     }
 
@@ -400,9 +430,16 @@ impl Sink for ClickHouseSink {
         let (clickhouse_column, clickhouse_engine) =
             query_column_engine_from_ck(client, &self.config).await?;
 
-        if !self.is_append_only && !clickhouse_engine.is_collapsing_engine() {
-            return Err(SinkError::ClickHouse(
-                "If you want to use upsert, please modify your engine is `VersionedCollapsingMergeTree` or `CollapsingMergeTree` in ClickHouse".to_owned()));
+        if !self.is_append_only
+            && !clickhouse_engine.is_collapsing_engine()
+            && !clickhouse_engine.is_delete_replacing_engine()
+        {
+            return match clickhouse_engine {
+                ClickHouseEngine::ReplicatedReplacingMergeTree(None) | ClickHouseEngine::ReplacingMergeTree(None) =>  {
+                    Err(SinkError::ClickHouse("To enable upsert with a `ReplacingMergeTree`, you must set a `clickhouse.delete.column` to the UInt8 column in ClickHouse used to signify deletes. See https://clickhouse.com/docs/en/engines/table-engines/mergetree-family/replacingmergetree#is_deleted for more information".to_owned()))
+                }
+                _ => Err(SinkError::ClickHouse("If you want to use upsert, please use either `VersionedCollapsingMergeTree`, `CollapsingMergeTree` or the `ReplacingMergeTree` in ClickHouse".to_owned()))
+            };
         }
 
         self.check_column_name_and_type(&clickhouse_column)?;
@@ -471,6 +508,9 @@ impl ClickHouseSinkWriter {
         if let Some(sign) = clickhouse_engine.get_sign_name() {
             rw_fields_name_after_calibration.push(sign);
         }
+        if let Some(delete_col) = clickhouse_engine.get_delete_col() {
+            rw_fields_name_after_calibration.push(delete_col);
+        }
         Ok(Self {
             config,
             schema,
@@ -563,21 +603,35 @@ impl ClickHouseSinkWriter {
             }
             match op {
                 Op::Insert | Op::UpdateInsert => {
-                    if self.clickhouse_engine.get_sign_name().is_some() {
+                    if self.clickhouse_engine.is_collapsing_engine() {
                         clickhouse_filed_vec.push(ClickHouseFieldWithNull::WithoutSome(
                             ClickHouseField::Int8(1),
                         ));
                     }
+                    if self.clickhouse_engine.is_delete_replacing_engine() {
+                        clickhouse_filed_vec.push(ClickHouseFieldWithNull::WithoutSome(
+                            ClickHouseField::Int8(0),
+                        ))
+                    }
                 }
                 Op::Delete | Op::UpdateDelete => {
-                    if !self.clickhouse_engine.is_collapsing_engine() {
+                    if !self.clickhouse_engine.is_collapsing_engine()
+                        && !self.clickhouse_engine.is_delete_replacing_engine()
+                    {
                         return Err(SinkError::ClickHouse(
                             "Clickhouse engine don't support upsert".to_string(),
                         ));
                     }
-                    clickhouse_filed_vec.push(ClickHouseFieldWithNull::WithoutSome(
-                        ClickHouseField::Int8(-1),
-                    ))
+                    if self.clickhouse_engine.is_collapsing_engine() {
+                        clickhouse_filed_vec.push(ClickHouseFieldWithNull::WithoutSome(
+                            ClickHouseField::Int8(-1),
+                        ));
+                    }
+                    if self.clickhouse_engine.is_delete_replacing_engine() {
+                        clickhouse_filed_vec.push(ClickHouseFieldWithNull::WithoutSome(
+                            ClickHouseField::Int8(1),
+                        ))
+                    }
                 }
             }
             let clickhouse_column = ClickHouseColumn {
@@ -655,11 +709,16 @@ async fn query_column_engine_from_ck(
     }
 
     let clickhouse_engine =
-        ClickHouseEngine::from_query_engine(clickhouse_engine.first().unwrap())?;
+        ClickHouseEngine::from_query_engine(clickhouse_engine.first().unwrap(), config)?;
 
     if let Some(sign) = &clickhouse_engine.get_sign_name() {
         clickhouse_column.retain(|a| sign.ne(&a.name))
     }
+
+    if let Some(delete_col) = &clickhouse_engine.get_delete_col() {
+        clickhouse_column.retain(|a| delete_col.ne(&a.name))
+    }
+
     Ok((clickhouse_column, clickhouse_engine))
 }
 
diff --git a/src/connector/src/sink/decouple_checkpoint_log_sink.rs b/src/connector/src/sink/decouple_checkpoint_log_sink.rs
index 9eaba2a10f121..26576cf3e3666 100644
--- a/src/connector/src/sink/decouple_checkpoint_log_sink.rs
+++ b/src/connector/src/sink/decouple_checkpoint_log_sink.rs
@@ -48,7 +48,7 @@ impl<W> DecoupleCheckpointLogSinkerOf<W> {
 
 #[async_trait]
 impl<W: SinkWriter<CommitMetadata = ()>> LogSinker for DecoupleCheckpointLogSinkerOf<W> {
-    async fn consume_log_and_sink(self, log_reader: &mut impl SinkLogReader) -> Result<()> {
+    async fn consume_log_and_sink(self, log_reader: &mut impl SinkLogReader) -> Result<!> {
         let mut sink_writer = self.writer;
         let sink_metrics = self.sink_metrics;
         #[derive(Debug)]
diff --git a/src/connector/src/sink/deltalake.rs b/src/connector/src/sink/deltalake.rs
index 457598e3b4030..38427f935018d 100644
--- a/src/connector/src/sink/deltalake.rs
+++ b/src/connector/src/sink/deltalake.rs
@@ -13,7 +13,7 @@
 // limitations under the License.
 
 use core::num::NonZeroU64;
-use std::collections::HashMap;
+use std::collections::{BTreeMap, HashMap};
 use std::sync::Arc;
 
 use anyhow::{anyhow, Context};
@@ -157,7 +157,7 @@ pub struct DeltaLakeConfig {
 }
 
 impl DeltaLakeConfig {
-    pub fn from_hashmap(properties: HashMap<String, String>) -> Result<Self> {
+    pub fn from_btreemap(properties: BTreeMap<String, String>) -> Result<Self> {
         let config = serde_json::from_value::<DeltaLakeConfig>(
             serde_json::to_value(properties).map_err(|e| SinkError::DeltaLake(e.into()))?,
         )
@@ -394,7 +394,7 @@ impl TryFrom<SinkParam> for DeltaLakeSink {
     type Error = SinkError;
 
     fn try_from(param: SinkParam) -> std::result::Result<Self, Self::Error> {
-        let config = DeltaLakeConfig::from_hashmap(param.properties.clone())?;
+        let config = DeltaLakeConfig::from_btreemap(param.properties.clone())?;
         DeltaLakeSink::new(config, param)
     }
 }
@@ -576,7 +576,7 @@ impl DeltaLakeWriteResult {
 mod test {
     use deltalake::kernel::DataType as SchemaDataType;
     use deltalake::operations::create::CreateBuilder;
-    use maplit::hashmap;
+    use maplit::btreemap;
     use risingwave_common::array::{Array, I32Array, Op, StreamChunk, Utf8Array};
     use risingwave_common::catalog::{Field, Schema};
 
@@ -597,7 +597,7 @@ mod test {
             .await
             .unwrap();
 
-        let properties = hashmap! {
+        let properties = btreemap! {
             "connector".to_string() => "deltalake".to_string(),
             "force_append_only".to_string() => "true".to_string(),
             "type".to_string() => "append-only".to_string(),
@@ -619,7 +619,7 @@ mod test {
             },
         ]);
 
-        let deltalake_config = DeltaLakeConfig::from_hashmap(properties).unwrap();
+        let deltalake_config = DeltaLakeConfig::from_btreemap(properties).unwrap();
         let deltalake_table = deltalake_config
             .common
             .create_deltalake_client()
diff --git a/src/connector/src/sink/doris.rs b/src/connector/src/sink/doris.rs
index 65042cf37743f..f8c7b374d11ce 100644
--- a/src/connector/src/sink/doris.rs
+++ b/src/connector/src/sink/doris.rs
@@ -12,7 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::HashMap;
+use std::collections::{BTreeMap, HashMap};
 use std::sync::Arc;
 
 use anyhow::{anyhow, Context};
@@ -54,6 +54,8 @@ pub struct DorisCommon {
     pub database: String,
     #[serde(rename = "doris.table")]
     pub table: String,
+    #[serde(rename = "doris.partial_update")]
+    pub partial_update: Option<String>,
 }
 
 impl DorisCommon {
@@ -77,7 +79,7 @@ pub struct DorisConfig {
     pub r#type: String, // accept "append-only" or "upsert"
 }
 impl DorisConfig {
-    pub fn from_hashmap(properties: HashMap<String, String>) -> Result<Self> {
+    pub fn from_btreemap(properties: BTreeMap<String, String>) -> Result<Self> {
         let config =
             serde_json::from_value::<DorisConfig>(serde_json::to_value(properties).unwrap())
                 .map_err(|e| SinkError::Config(anyhow!(e)))?;
@@ -125,8 +127,11 @@ impl DorisSink {
             .collect();
 
         let rw_fields_name = self.schema.fields();
-        if rw_fields_name.len().ne(&doris_columns_desc.len()) {
-            return Err(SinkError::Doris("The length of the RisingWave column must be equal to the length of the doris column".to_string()));
+        if rw_fields_name.len() > doris_columns_desc.len() {
+            return Err(SinkError::Doris(
+                "The columns of the sink must be equal to or a superset of the target table's columns."
+                    .to_string(),
+            ));
         }
 
         for i in rw_fields_name {
@@ -240,7 +245,7 @@ impl TryFrom<SinkParam> for DorisSink {
 
     fn try_from(param: SinkParam) -> std::result::Result<Self, Self::Error> {
         let schema = param.schema();
-        let config = DorisConfig::from_hashmap(param.properties)?;
+        let config = DorisConfig::from_btreemap(param.properties)?;
         DorisSink::new(
             config,
             schema,
@@ -273,6 +278,7 @@ impl DorisSinkWriter {
             .add_common_header()
             .set_user_password(config.common.user.clone(), config.common.password.clone())
             .add_json_format()
+            .set_partial_columns(config.common.partial_update.clone())
             .add_read_json_by_line();
         let header = if !is_append_only {
             header_builder.add_hidden_column().build()
diff --git a/src/connector/src/sink/doris_starrocks_connector.rs b/src/connector/src/sink/doris_starrocks_connector.rs
index 3173b64389f22..fb0a37572710e 100644
--- a/src/connector/src/sink/doris_starrocks_connector.rs
+++ b/src/connector/src/sink/doris_starrocks_connector.rs
@@ -142,6 +142,7 @@ impl HeaderBuilder {
         self
     }
 
+    /// Only use in Starrocks
     pub fn set_partial_update(mut self, partial_update: Option<String>) -> Self {
         self.header.insert(
             "partial_update".to_string(),
@@ -150,6 +151,15 @@ impl HeaderBuilder {
         self
     }
 
+    /// Only use in Doris
+    pub fn set_partial_columns(mut self, partial_columns: Option<String>) -> Self {
+        self.header.insert(
+            "partial_columns".to_string(),
+            partial_columns.unwrap_or_else(|| "false".to_string()),
+        );
+        self
+    }
+
     /// Only used in Starrocks Transaction API
     pub fn set_db(mut self, db: String) -> Self {
         self.header.insert("db".to_string(), db);
diff --git a/src/connector/src/sink/dynamodb.rs b/src/connector/src/sink/dynamodb.rs
index edf2e7c08cc9f..35b48c6e31faf 100644
--- a/src/connector/src/sink/dynamodb.rs
+++ b/src/connector/src/sink/dynamodb.rs
@@ -12,8 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::{HashMap, HashSet};
-use std::usize;
+use std::collections::{BTreeMap, HashMap, HashSet};
 
 use anyhow::{anyhow, Context};
 use aws_sdk_dynamodb as dynamodb;
@@ -69,7 +68,7 @@ impl DynamoDbConfig {
         Ok(Client::new(&aws_config))
     }
 
-    fn from_hashmap(values: HashMap<String, String>) -> Result<Self> {
+    fn from_btreemap(values: BTreeMap<String, String>) -> Result<Self> {
         serde_json::from_value::<DynamoDbConfig>(serde_json::to_value(values).unwrap())
             .map_err(|e| SinkError::Config(anyhow!(e)))
     }
@@ -149,7 +148,7 @@ impl TryFrom<SinkParam> for DynamoDbSink {
 
     fn try_from(param: SinkParam) -> std::result::Result<Self, Self::Error> {
         let schema = param.schema();
-        let config = DynamoDbConfig::from_hashmap(param.properties)?;
+        let config = DynamoDbConfig::from_btreemap(param.properties)?;
 
         Ok(Self {
             config,
diff --git a/src/connector/src/sink/elasticsearch.rs b/src/connector/src/sink/elasticsearch.rs
index 578c768f1ce30..3d51e48201c94 100644
--- a/src/connector/src/sink/elasticsearch.rs
+++ b/src/connector/src/sink/elasticsearch.rs
@@ -12,7 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::HashMap;
+use std::collections::BTreeMap;
 
 use anyhow::anyhow;
 use risingwave_common::array::{
@@ -24,7 +24,7 @@ use risingwave_common::types::{JsonbVal, Scalar, ToText};
 use serde_json::Value;
 
 use super::encoder::{JsonEncoder, RowEncoder};
-use super::remote::ElasticSearchSink;
+use super::remote::{ElasticSearchSink, OpensearchSink};
 use crate::sink::{Result, Sink};
 pub const ES_OPTION_DELIMITER: &str = "delimiter";
 pub const ES_OPTION_INDEX_COLUMN: &str = "index_column";
@@ -38,9 +38,9 @@ impl StreamChunkConverter {
         sink_name: &str,
         schema: Schema,
         pk_indices: &Vec<usize>,
-        properties: &HashMap<String, String>,
+        properties: &BTreeMap<String, String>,
     ) -> Result<Self> {
-        if sink_name == ElasticSearchSink::SINK_NAME {
+        if is_es_sink(sink_name) {
             let index_column = properties
                 .get(ES_OPTION_INDEX_COLUMN)
                 .cloned()
@@ -170,3 +170,7 @@ impl EsStreamChunkConverter {
         (self.fn_build_id)(row)
     }
 }
+
+pub fn is_es_sink(sink_name: &str) -> bool {
+    sink_name == ElasticSearchSink::SINK_NAME || sink_name == OpensearchSink::SINK_NAME
+}
diff --git a/src/connector/src/sink/encoder/bson.rs b/src/connector/src/sink/encoder/bson.rs
new file mode 100644
index 0000000000000..c401d0575a12b
--- /dev/null
+++ b/src/connector/src/sink/encoder/bson.rs
@@ -0,0 +1,203 @@
+// Copyright 2024 RisingWave Labs
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+use std::sync::LazyLock;
+
+use anyhow::anyhow;
+use mongodb::bson::spec::BinarySubtype;
+use mongodb::bson::{Binary, Bson, DateTime, Document};
+use risingwave_common::array::RowRef;
+use risingwave_common::catalog::{Field, Schema};
+use risingwave_common::log::LogSuppresser;
+use risingwave_common::row::Row;
+use risingwave_common::types::{DataType, DatumRef, JsonbVal, ScalarRefImpl};
+use risingwave_common::util::iter_util::ZipEqDebug;
+use thiserror_ext::AsReport;
+
+use super::{Result as SinkResult, RowEncoder, SerTo};
+use crate::sink::SinkError;
+
+static LOG_SUPPERSSER: LazyLock<LogSuppresser> = LazyLock::new(LogSuppresser::default);
+
+pub struct BsonEncoder {
+    schema: Schema,
+    col_indices: Option<Vec<usize>>,
+    pk_indices: Vec<usize>,
+}
+
+impl BsonEncoder {
+    pub fn new(schema: Schema, col_indices: Option<Vec<usize>>, pk_indices: Vec<usize>) -> Self {
+        Self {
+            schema,
+            col_indices,
+            pk_indices,
+        }
+    }
+
+    pub fn construct_pk(&self, row: RowRef<'_>) -> Bson {
+        if self.pk_indices.len() == 1 {
+            let pk_field = &self.schema.fields[self.pk_indices[0]];
+            let pk_datum = row.datum_at(self.pk_indices[0]);
+            datum_to_bson(pk_field, pk_datum)
+        } else {
+            self.pk_indices
+                .iter()
+                .map(|&idx| {
+                    let pk_field = &self.schema.fields[idx];
+                    (
+                        pk_field.name.clone(),
+                        datum_to_bson(pk_field, row.datum_at(idx)),
+                    )
+                })
+                .collect::<Document>()
+                .into()
+        }
+    }
+}
+
+impl SerTo<Vec<u8>> for Document {
+    fn ser_to(self) -> SinkResult<Vec<u8>> {
+        mongodb::bson::to_vec(&self).map_err(|err| {
+            SinkError::Mongodb(anyhow!(err).context("cannot serialize Document to Vec<u8>"))
+        })
+    }
+}
+
+impl RowEncoder for BsonEncoder {
+    type Output = Document;
+
+    fn encode_cols(
+        &self,
+        row: impl Row,
+        col_indices: impl Iterator<Item = usize>,
+    ) -> SinkResult<Self::Output> {
+        Ok(col_indices
+            .map(|idx| (&self.schema.fields[idx], row.datum_at(idx)))
+            .map(|(field, datum)| (field.name.clone(), datum_to_bson(field, datum)))
+            .collect())
+    }
+
+    fn schema(&self) -> &Schema {
+        &self.schema
+    }
+
+    fn col_indices(&self) -> Option<&[usize]> {
+        self.col_indices.as_ref().map(Vec::as_ref)
+    }
+}
+
+/// We support converting all types to `MongoDB`. If there is an unmatched type, it will be
+/// converted to its string representation. If there is a conversion error, a warning log is printed
+/// and a `Bson::Null` is returned
+fn datum_to_bson(field: &Field, datum: DatumRef<'_>) -> Bson {
+    let scalar_ref = match datum {
+        None => {
+            return Bson::Null;
+        }
+        Some(datum) => datum,
+    };
+
+    let data_type = field.data_type();
+
+    match (data_type, scalar_ref) {
+        (DataType::Int16, ScalarRefImpl::Int16(v)) => Bson::Int32(v as i32),
+        (DataType::Int32, ScalarRefImpl::Int32(v)) => Bson::Int32(v),
+        (DataType::Int64, ScalarRefImpl::Int64(v)) => Bson::Int64(v),
+        (DataType::Int256, ScalarRefImpl::Int256(v)) => Bson::String(v.to_string()),
+        (DataType::Float32, ScalarRefImpl::Float32(v)) => Bson::Double(v.into_inner() as f64),
+        (DataType::Float64, ScalarRefImpl::Float64(v)) => Bson::Double(v.into_inner()),
+        (DataType::Varchar, ScalarRefImpl::Utf8(v)) => Bson::String(v.to_string()),
+        (DataType::Boolean, ScalarRefImpl::Bool(v)) => Bson::Boolean(v),
+        (DataType::Decimal, ScalarRefImpl::Decimal(v)) => {
+            let decimal_str = v.to_string();
+            let converted = decimal_str.parse();
+            match converted {
+                Ok(v) => Bson::Decimal128(v),
+                Err(err) => {
+                    if let Ok(suppressed_count) = LOG_SUPPERSSER.check() {
+                        tracing::warn!(
+                            suppressed_count,
+                            error = %err.as_report(),
+                            ?field,
+                            "risingwave decimal {} convert to bson decimal128 failed",
+                            decimal_str,
+                        );
+                    }
+                    Bson::Null
+                }
+            }
+        }
+        (DataType::Interval, ScalarRefImpl::Interval(v)) => Bson::String(v.to_string()),
+        (DataType::Date, ScalarRefImpl::Date(v)) => Bson::String(v.to_string()),
+        (DataType::Time, ScalarRefImpl::Time(v)) => Bson::String(v.to_string()),
+        (DataType::Timestamp, ScalarRefImpl::Timestamp(v)) => {
+            Bson::DateTime(DateTime::from_millis(v.0.and_utc().timestamp_millis()))
+        }
+        (DataType::Timestamptz, ScalarRefImpl::Timestamptz(v)) => {
+            Bson::DateTime(DateTime::from_millis(v.timestamp_millis()))
+        }
+        (DataType::Jsonb, ScalarRefImpl::Jsonb(v)) => {
+            let jsonb_val: JsonbVal = v.into();
+            match jsonb_val.take().try_into() {
+                Ok(doc) => doc,
+                Err(err) => {
+                    if let Ok(suppressed_count) = LOG_SUPPERSSER.check() {
+                        tracing::warn!(
+                            suppressed_count,
+                            error = %err.as_report(),
+                            ?field,
+                            "convert jsonb to mongodb bson failed",
+                        );
+                    }
+                    Bson::Null
+                }
+            }
+        }
+        (DataType::Serial, ScalarRefImpl::Serial(v)) => Bson::Int64(v.into_inner()),
+        (DataType::Struct(st), ScalarRefImpl::Struct(struct_ref)) => {
+            let mut doc = Document::new();
+            for (sub_datum_ref, sub_field) in struct_ref.iter_fields_ref().zip_eq_debug(
+                st.iter()
+                    .map(|(name, dt)| Field::with_name(dt.clone(), name)),
+            ) {
+                doc.insert(
+                    sub_field.name.clone(),
+                    datum_to_bson(&sub_field, sub_datum_ref),
+                );
+            }
+            Bson::Document(doc)
+        }
+        (DataType::List(dt), ScalarRefImpl::List(v)) => {
+            let inner_field = Field::unnamed(Box::<DataType>::into_inner(dt));
+            v.iter()
+                .map(|scalar_ref| datum_to_bson(&inner_field, scalar_ref))
+                .collect::<Bson>()
+        }
+        (DataType::Bytea, ScalarRefImpl::Bytea(v)) => Bson::Binary(Binary {
+            subtype: BinarySubtype::Generic,
+            bytes: v.into(),
+        }),
+        _ => {
+            if let Ok(suppressed_count) = LOG_SUPPERSSER.check() {
+                tracing::warn!(
+                    suppressed_count,
+                    ?field,
+                    ?scalar_ref,
+                    "datum_to_bson: unsupported data type"
+                );
+            }
+            Bson::Null
+        }
+    }
+}
diff --git a/src/connector/src/sink/encoder/json.rs b/src/connector/src/sink/encoder/json.rs
index e1ce9e61b6a1e..4748116609700 100644
--- a/src/connector/src/sink/encoder/json.rs
+++ b/src/connector/src/sink/encoder/json.rs
@@ -269,7 +269,7 @@ fn datum_to_json_object(
             }
         },
         (DataType::Timestamp, ScalarRefImpl::Timestamp(v)) => match timestamp_handling_mode {
-            TimestampHandlingMode::Milli => json!(v.0.timestamp_millis()),
+            TimestampHandlingMode::Milli => json!(v.0.and_utc().timestamp_millis()),
             TimestampHandlingMode::String => json!(v.0.format("%Y-%m-%d %H:%M:%S%.6f").to_string()),
         },
         (DataType::Bytea, ScalarRefImpl::Bytea(v)) => {
diff --git a/src/connector/src/sink/encoder/mod.rs b/src/connector/src/sink/encoder/mod.rs
index a0515bb7bc165..889d0162784bb 100644
--- a/src/connector/src/sink/encoder/mod.rs
+++ b/src/connector/src/sink/encoder/mod.rs
@@ -21,12 +21,14 @@ use risingwave_common::row::Row;
 use crate::sink::Result;
 
 mod avro;
+mod bson;
 mod json;
 mod proto;
 pub mod template;
 pub mod text;
 
 pub use avro::{AvroEncoder, AvroHeader};
+pub use bson::BsonEncoder;
 pub use json::JsonEncoder;
 pub use proto::{ProtoEncoder, ProtoHeader};
 
@@ -58,7 +60,7 @@ pub trait RowEncoder {
 /// * an json object
 /// * a protobuf message
 /// * an avro record
-/// into
+///   into
 /// * string (required by kinesis key)
 /// * bytes
 ///
diff --git a/src/connector/src/sink/encoder/proto.rs b/src/connector/src/sink/encoder/proto.rs
index 5f8c22948d849..a0e4d41dc58de 100644
--- a/src/connector/src/sink/encoder/proto.rs
+++ b/src/connector/src/sink/encoder/proto.rs
@@ -205,6 +205,7 @@ impl MaybeData for () {
 /// * Top level is always a message.
 /// * All message fields can be omitted in proto3.
 /// * All repeated elements must have a value.
+///
 /// So we handle [`ScalarRefImpl`] rather than [`DatumRef`] here.
 impl MaybeData for ScalarRefImpl<'_> {
     type Out = Value;
diff --git a/src/connector/src/sink/formatter/mod.rs b/src/connector/src/sink/formatter/mod.rs
index 9fd1a5cb6f2be..4628a925da98d 100644
--- a/src/connector/src/sink/formatter/mod.rs
+++ b/src/connector/src/sink/formatter/mod.rs
@@ -45,9 +45,9 @@ pub trait SinkFormatter {
     type V;
 
     /// * Key may be None so that messages are partitioned using round-robin.
-    /// For example append-only without `primary_key` (aka `downstream_pk`) set.
+    ///   For example append-only without `primary_key` (aka `downstream_pk`) set.
     /// * Value may be None so that messages with same key are removed during log compaction.
-    /// For example debezium tombstone event.
+    ///   For example debezium tombstone event.
     fn format_chunk(
         &self,
         chunk: &StreamChunk,
@@ -73,6 +73,8 @@ pub enum SinkFormatterImpl {
     // append-only
     AppendOnlyJson(AppendOnlyFormatter<JsonEncoder, JsonEncoder>),
     AppendOnlyTextJson(AppendOnlyFormatter<TextEncoder, JsonEncoder>),
+    AppendOnlyAvro(AppendOnlyFormatter<AvroEncoder, AvroEncoder>),
+    AppendOnlyTextAvro(AppendOnlyFormatter<TextEncoder, AvroEncoder>),
     AppendOnlyProto(AppendOnlyFormatter<JsonEncoder, ProtoEncoder>),
     AppendOnlyTextProto(AppendOnlyFormatter<TextEncoder, ProtoEncoder>),
     AppendOnlyTemplate(AppendOnlyFormatter<TemplateEncoder, TemplateEncoder>),
@@ -335,6 +337,10 @@ impl SinkFormatterImpl {
                     Impl::AppendOnlyTextJson(build(p).await?)
                 }
                 (F::AppendOnly, E::Json, None) => Impl::AppendOnlyJson(build(p).await?),
+                (F::AppendOnly, E::Avro, Some(E::Text)) => {
+                    Impl::AppendOnlyTextAvro(build(p).await?)
+                }
+                (F::AppendOnly, E::Avro, None) => Impl::AppendOnlyAvro(build(p).await?),
                 (F::AppendOnly, E::Protobuf, Some(E::Text)) => {
                     Impl::AppendOnlyTextProto(build(p).await?)
                 }
@@ -381,6 +387,8 @@ macro_rules! dispatch_sink_formatter_impl {
         match $impl {
             SinkFormatterImpl::AppendOnlyJson($name) => $body,
             SinkFormatterImpl::AppendOnlyTextJson($name) => $body,
+            SinkFormatterImpl::AppendOnlyAvro($name) => $body,
+            SinkFormatterImpl::AppendOnlyTextAvro($name) => $body,
             SinkFormatterImpl::AppendOnlyProto($name) => $body,
             SinkFormatterImpl::AppendOnlyTextProto($name) => $body,
 
@@ -403,6 +411,8 @@ macro_rules! dispatch_sink_formatter_str_key_impl {
         match $impl {
             SinkFormatterImpl::AppendOnlyJson($name) => $body,
             SinkFormatterImpl::AppendOnlyTextJson($name) => $body,
+            SinkFormatterImpl::AppendOnlyAvro(_) => unreachable!(),
+            SinkFormatterImpl::AppendOnlyTextAvro($name) => $body,
             SinkFormatterImpl::AppendOnlyProto($name) => $body,
             SinkFormatterImpl::AppendOnlyTextProto($name) => $body,
 
diff --git a/src/connector/src/sink/google_pubsub.rs b/src/connector/src/sink/google_pubsub.rs
index 392d7cd0f1e48..a01daa59c1272 100644
--- a/src/connector/src/sink/google_pubsub.rs
+++ b/src/connector/src/sink/google_pubsub.rs
@@ -12,10 +12,13 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::HashMap;
-use std::usize;
+use std::collections::BTreeMap;
 
 use anyhow::{anyhow, Context};
+use futures::future::try_join_all;
+use futures::prelude::future::FutureExt;
+use futures::prelude::TryFuture;
+use futures::TryFutureExt;
 use google_cloud_gax::conn::Environment;
 use google_cloud_googleapis::pubsub::v1::PubsubMessage;
 use google_cloud_pubsub::apiv1;
@@ -23,7 +26,7 @@ use google_cloud_pubsub::client::google_cloud_auth::credentials::CredentialsFile
 use google_cloud_pubsub::client::google_cloud_auth::project;
 use google_cloud_pubsub::client::google_cloud_auth::token::DefaultTokenSourceProvider;
 use google_cloud_pubsub::client::{Client, ClientConfig};
-use google_cloud_pubsub::publisher::Publisher;
+use google_cloud_pubsub::publisher::{Awaiter, Publisher};
 use risingwave_common::array::StreamChunk;
 use risingwave_common::catalog::Schema;
 use risingwave_common::session_config::sink_decouple::SinkDecouple;
@@ -43,6 +46,20 @@ use super::{DummySinkCommitCoordinator, Result, Sink, SinkError, SinkParam, Sink
 use crate::dispatch_sink_formatter_str_key_impl;
 
 pub const PUBSUB_SINK: &str = "google_pubsub";
+const PUBSUB_SEND_FUTURE_BUFFER_MAX_SIZE: usize = 65536;
+
+fn may_delivery_future(awaiter: Vec<Awaiter>) -> GooglePubSubSinkDeliveryFuture {
+    try_join_all(awaiter.into_iter().map(|awaiter| {
+        awaiter.get().map(|result| {
+            result
+                .context("Google Pub/Sub sink error")
+                .map_err(SinkError::GooglePubSub)
+                .map(|_| ())
+        })
+    }))
+    .map_ok(|_: Vec<()>| ())
+    .boxed()
+}
 
 #[serde_as]
 #[derive(Clone, Debug, Deserialize, WithOptions)]
@@ -73,7 +90,7 @@ pub struct GooglePubSubConfig {
 }
 
 impl GooglePubSubConfig {
-    fn from_hashmap(values: HashMap<String, String>) -> Result<Self> {
+    fn from_btreemap(values: BTreeMap<String, String>) -> Result<Self> {
         serde_json::from_value::<GooglePubSubConfig>(serde_json::to_value(values).unwrap())
             .map_err(|e| SinkError::Config(anyhow!(e)))
     }
@@ -97,11 +114,10 @@ impl Sink for GooglePubSubSink {
 
     const SINK_NAME: &'static str = PUBSUB_SINK;
 
-    fn is_sink_decouple(desc: &SinkDesc, user_specified: &SinkDecouple) -> Result<bool> {
+    fn is_sink_decouple(_desc: &SinkDesc, user_specified: &SinkDecouple) -> Result<bool> {
         match user_specified {
-            SinkDecouple::Default => Ok(desc.sink_type.is_append_only()),
+            SinkDecouple::Default | SinkDecouple::Enable => Ok(true),
             SinkDecouple::Disable => Ok(false),
-            SinkDecouple::Enable => Ok(true),
         }
     }
 
@@ -132,7 +148,7 @@ impl Sink for GooglePubSubSink {
             self.sink_from_name.clone(),
         )
         .await?
-        .into_log_sinker(usize::MAX))
+        .into_log_sinker(PUBSUB_SEND_FUTURE_BUFFER_MAX_SIZE))
     }
 }
 
@@ -141,7 +157,7 @@ impl TryFrom<SinkParam> for GooglePubSubSink {
 
     fn try_from(param: SinkParam) -> std::result::Result<Self, Self::Error> {
         let schema = param.schema();
-        let config = GooglePubSubConfig::from_hashmap(param.properties)?;
+        let config = GooglePubSubConfig::from_btreemap(param.properties)?;
 
         let format_desc = param
             .format_desc
@@ -159,10 +175,15 @@ impl TryFrom<SinkParam> for GooglePubSubSink {
     }
 }
 
-struct GooglePubSubPayloadWriter {
-    publisher: Publisher,
+struct GooglePubSubPayloadWriter<'w> {
+    publisher: &'w mut Publisher,
+    message_vec: Vec<PubsubMessage>,
+    add_future: DeliveryFutureManagerAddFuture<'w, GooglePubSubSinkDeliveryFuture>,
 }
 
+pub type GooglePubSubSinkDeliveryFuture =
+    impl TryFuture<Ok = (), Error = SinkError> + Unpin + 'static;
+
 impl GooglePubSubSinkWriter {
     pub async fn new(
         config: GooglePubSubConfig,
@@ -233,35 +254,51 @@ impl GooglePubSubSinkWriter {
         .await?;
 
         let publisher = topic.new_publisher(None);
-        let payload_writer = GooglePubSubPayloadWriter { publisher };
 
         Ok(Self {
-            payload_writer,
             formatter,
+            publisher,
         })
     }
 }
 
 pub struct GooglePubSubSinkWriter {
-    payload_writer: GooglePubSubPayloadWriter,
     formatter: SinkFormatterImpl,
+    publisher: Publisher,
 }
 
 impl AsyncTruncateSinkWriter for GooglePubSubSinkWriter {
+    type DeliveryFuture = GooglePubSubSinkDeliveryFuture;
+
     async fn write_chunk<'a>(
         &'a mut self,
         chunk: StreamChunk,
-        _add_future: DeliveryFutureManagerAddFuture<'a, Self::DeliveryFuture>,
+        add_future: DeliveryFutureManagerAddFuture<'a, Self::DeliveryFuture>,
     ) -> Result<()> {
-        dispatch_sink_formatter_str_key_impl!(
-            &self.formatter,
-            formatter,
-            self.payload_writer.write_chunk(chunk, formatter).await
-        )
+        let mut payload_writer = GooglePubSubPayloadWriter {
+            publisher: &mut self.publisher,
+            message_vec: Vec::with_capacity(chunk.cardinality()),
+            add_future,
+        };
+        dispatch_sink_formatter_str_key_impl!(&self.formatter, formatter, {
+            payload_writer.write_chunk(chunk, formatter).await
+        })?;
+        payload_writer.finish().await
     }
 }
 
-impl FormattedSink for GooglePubSubPayloadWriter {
+impl<'w> GooglePubSubPayloadWriter<'w> {
+    pub async fn finish(&mut self) -> Result<()> {
+        let message_vec = std::mem::take(&mut self.message_vec);
+        let awaiters = self.publisher.publish_bulk(message_vec).await;
+        self.add_future
+            .add_future_may_await(may_delivery_future(awaiters))
+            .await?;
+        Ok(())
+    }
+}
+
+impl<'w> FormattedSink for GooglePubSubPayloadWriter<'w> {
     type K = String;
     type V = Vec<u8>;
 
@@ -274,13 +311,8 @@ impl FormattedSink for GooglePubSubPayloadWriter {
                     ordering_key,
                     ..Default::default()
                 };
-                let awaiter = self.publisher.publish(msg).await;
-                awaiter
-                    .get()
-                    .await
-                    .context("Google Pub/Sub sink error")
-                    .map_err(SinkError::GooglePubSub)
-                    .map(|_| ())
+                self.message_vec.push(msg);
+                Ok(())
             }
             None => Err(SinkError::GooglePubSub(anyhow!(
                 "Google Pub/Sub sink error: missing value to publish"
diff --git a/src/connector/src/sink/iceberg/mod.rs b/src/connector/src/sink/iceberg/mod.rs
index deceeee249b5a..5b9b175b22dc8 100644
--- a/src/connector/src/sink/iceberg/mod.rs
+++ b/src/connector/src/sink/iceberg/mod.rs
@@ -16,14 +16,14 @@ mod jni_catalog;
 mod mock_catalog;
 mod prometheus;
 
-use std::collections::HashMap;
+use std::collections::{BTreeMap, HashMap};
 use std::fmt::Debug;
 use std::num::NonZeroU64;
 use std::ops::Deref;
 use std::sync::Arc;
 
 use anyhow::{anyhow, Context};
-use arrow_schema::{
+use arrow_schema_iceberg::{
     DataType as ArrowDataType, Field as ArrowField, Fields, Schema as ArrowSchema, SchemaRef,
 };
 use async_trait::async_trait;
@@ -40,7 +40,7 @@ use icelake::transaction::Transaction;
 use icelake::types::{data_file_from_json, data_file_to_json, Any, DataFile};
 use icelake::{Table, TableIdentifier};
 use itertools::Itertools;
-use risingwave_common::array::arrow::{IcebergArrowConvert, ToArrow};
+use risingwave_common::array::arrow::IcebergArrowConvert;
 use risingwave_common::array::{Op, StreamChunk};
 use risingwave_common::bail;
 use risingwave_common::buffer::Bitmap;
@@ -134,7 +134,7 @@ pub struct IcebergConfig {
 }
 
 impl IcebergConfig {
-    pub fn from_hashmap(values: HashMap<String, String>) -> Result<Self> {
+    pub fn from_btreemap(values: BTreeMap<String, String>) -> Result<Self> {
         let mut config =
             serde_json::from_value::<IcebergConfig>(serde_json::to_value(&values).unwrap())
                 .map_err(|e| SinkError::Config(anyhow!(e)))?;
@@ -443,7 +443,7 @@ impl TryFrom<SinkParam> for IcebergSink {
     type Error = SinkError;
 
     fn try_from(param: SinkParam) -> std::result::Result<Self, Self::Error> {
-        let config = IcebergConfig::from_hashmap(param.properties.clone())?;
+        let config = IcebergConfig::from_btreemap(param.properties.clone())?;
         IcebergSink::new(config, param)
     }
 }
@@ -1048,7 +1048,7 @@ pub fn try_matches_arrow_schema(
 
 #[cfg(test)]
 mod test {
-    use std::collections::HashMap;
+    use std::collections::BTreeMap;
 
     use risingwave_common::catalog::Field;
 
@@ -1057,7 +1057,7 @@ mod test {
 
     #[test]
     fn test_compatible_arrow_schema() {
-        use arrow_schema::{DataType as ArrowDataType, Field as ArrowField};
+        use arrow_schema_iceberg::{DataType as ArrowDataType, Field as ArrowField};
 
         use super::*;
         let risingwave_schema = Schema::new(vec![
@@ -1111,7 +1111,7 @@ mod test {
         .map(|(k, v)| (k.to_string(), v.to_string()))
         .collect();
 
-        let iceberg_config = IcebergConfig::from_hashmap(values).unwrap();
+        let iceberg_config = IcebergConfig::from_btreemap(values).unwrap();
 
         let expected_iceberg_config = IcebergConfig {
             connector: "iceberg".to_string(),
@@ -1143,8 +1143,8 @@ mod test {
         );
     }
 
-    async fn test_create_catalog(configs: HashMap<String, String>) {
-        let iceberg_config = IcebergConfig::from_hashmap(configs).unwrap();
+    async fn test_create_catalog(configs: BTreeMap<String, String>) {
+        let iceberg_config = IcebergConfig::from_btreemap(configs).unwrap();
 
         let table = iceberg_config.load_table().await.unwrap();
 
diff --git a/src/connector/src/sink/iceberg/prometheus/monitored_base_file_writer.rs b/src/connector/src/sink/iceberg/prometheus/monitored_base_file_writer.rs
index b7c04289b7590..3c205fd3b104e 100644
--- a/src/connector/src/sink/iceberg/prometheus/monitored_base_file_writer.rs
+++ b/src/connector/src/sink/iceberg/prometheus/monitored_base_file_writer.rs
@@ -12,8 +12,8 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use arrow_array::RecordBatch;
-use arrow_schema::SchemaRef;
+use arrow_array_iceberg::RecordBatch;
+use arrow_schema_iceberg::SchemaRef;
 use icelake::io_v2::{
     BaseFileWriter, BaseFileWriterBuilder, BaseFileWriterMetrics, CurrentFileStatus, FileWriter,
     FileWriterBuilder,
diff --git a/src/connector/src/sink/iceberg/prometheus/monitored_partition_writer.rs b/src/connector/src/sink/iceberg/prometheus/monitored_partition_writer.rs
index c2134d1974551..d85d712c41ac3 100644
--- a/src/connector/src/sink/iceberg/prometheus/monitored_partition_writer.rs
+++ b/src/connector/src/sink/iceberg/prometheus/monitored_partition_writer.rs
@@ -12,7 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use arrow_schema::SchemaRef;
+use arrow_schema_iceberg::SchemaRef;
 use icelake::io_v2::{
     FanoutPartitionedWriter, FanoutPartitionedWriterBuilder, FanoutPartitionedWriterMetrics,
     IcebergWriter, IcebergWriterBuilder,
@@ -75,7 +75,7 @@ impl<B: IcebergWriterBuilder> MonitoredFanoutPartitionedWriter<B> {
 impl<B: IcebergWriterBuilder> IcebergWriter for MonitoredFanoutPartitionedWriter<B> {
     type R = <FanoutPartitionedWriter<B> as IcebergWriter>::R;
 
-    async fn write(&mut self, batch: arrow_array::RecordBatch) -> Result<()> {
+    async fn write(&mut self, batch: arrow_array_iceberg::RecordBatch) -> Result<()> {
         self.inner.write(batch).await?;
         self.update_metrics()?;
         Ok(())
diff --git a/src/connector/src/sink/iceberg/prometheus/monitored_position_delete_writer.rs b/src/connector/src/sink/iceberg/prometheus/monitored_position_delete_writer.rs
index e4fdc75f30e8b..43314c3fae384 100644
--- a/src/connector/src/sink/iceberg/prometheus/monitored_position_delete_writer.rs
+++ b/src/connector/src/sink/iceberg/prometheus/monitored_position_delete_writer.rs
@@ -43,7 +43,7 @@ impl<B: FileWriterBuilder> IcebergWriterBuilder<PositionDeleteInput>
 {
     type R = MonitoredPositionDeleteWriter<B>;
 
-    async fn build(self, schema: &arrow_schema::SchemaRef) -> Result<Self::R> {
+    async fn build(self, schema: &arrow_schema_iceberg::SchemaRef) -> Result<Self::R> {
         let writer = self.inner.build(schema).await?;
         Ok(MonitoredPositionDeleteWriter {
             writer,
diff --git a/src/connector/src/sink/iceberg/prometheus/monitored_write_writer.rs b/src/connector/src/sink/iceberg/prometheus/monitored_write_writer.rs
index be9f35aae2a51..dc44434e5d9c2 100644
--- a/src/connector/src/sink/iceberg/prometheus/monitored_write_writer.rs
+++ b/src/connector/src/sink/iceberg/prometheus/monitored_write_writer.rs
@@ -12,8 +12,8 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use arrow_array::RecordBatch;
-use arrow_schema::SchemaRef;
+use arrow_array_iceberg::RecordBatch;
+use arrow_schema_iceberg::SchemaRef;
 use async_trait::async_trait;
 use icelake::io_v2::{IcebergWriter, IcebergWriterBuilder};
 use icelake::Result;
diff --git a/src/connector/src/sink/kafka.rs b/src/connector/src/sink/kafka.rs
index 09fe39a4865c8..617f427ae71f1 100644
--- a/src/connector/src/sink/kafka.rs
+++ b/src/connector/src/sink/kafka.rs
@@ -12,7 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::HashMap;
+use std::collections::BTreeMap;
 use std::fmt::Debug;
 use std::sync::Arc;
 use std::time::Duration;
@@ -254,7 +254,7 @@ pub struct KafkaConfig {
 }
 
 impl KafkaConfig {
-    pub fn from_hashmap(values: HashMap<String, String>) -> Result<Self> {
+    pub fn from_btreemap(values: BTreeMap<String, String>) -> Result<Self> {
         let config = serde_json::from_value::<KafkaConfig>(serde_json::to_value(values).unwrap())
             .map_err(|e| SinkError::Config(anyhow!(e)))?;
 
@@ -300,7 +300,7 @@ impl TryFrom<SinkParam> for KafkaSink {
 
     fn try_from(param: SinkParam) -> std::result::Result<Self, Self::Error> {
         let schema = param.schema();
-        let config = KafkaConfig::from_hashmap(param.properties)?;
+        let config = KafkaConfig::from_btreemap(param.properties)?;
         Ok(Self {
             config,
             schema,
@@ -320,11 +320,10 @@ impl Sink for KafkaSink {
 
     const SINK_NAME: &'static str = KAFKA_SINK;
 
-    fn is_sink_decouple(desc: &SinkDesc, user_specified: &SinkDecouple) -> Result<bool> {
+    fn is_sink_decouple(_desc: &SinkDesc, user_specified: &SinkDecouple) -> Result<bool> {
         match user_specified {
-            SinkDecouple::Default => Ok(desc.sink_type.is_append_only()),
+            SinkDecouple::Default | SinkDecouple::Enable => Ok(true),
             SinkDecouple::Disable => Ok(false),
-            SinkDecouple::Enable => Ok(true),
         }
     }
 
@@ -585,7 +584,7 @@ impl<'a> FormattedSink for KafkaPayloadWriter<'a> {
 
 #[cfg(test)]
 mod test {
-    use maplit::hashmap;
+    use maplit::btreemap;
     use risingwave_common::catalog::Field;
     use risingwave_common::types::DataType;
 
@@ -598,7 +597,7 @@ mod test {
 
     #[test]
     fn parse_rdkafka_props() {
-        let props: HashMap<String, String> = hashmap! {
+        let props: BTreeMap<String, String> = btreemap! {
             // basic
             // "connector".to_string() => "kafka".to_string(),
             "properties.bootstrap.server".to_string() => "localhost:9092".to_string(),
@@ -621,7 +620,7 @@ mod test {
             "properties.max.in.flight.requests.per.connection".to_string() => "114514".to_string(),
             "properties.request.required.acks".to_string() => "-1".to_string(),
         };
-        let c = KafkaConfig::from_hashmap(props).unwrap();
+        let c = KafkaConfig::from_btreemap(props).unwrap();
         assert_eq!(
             c.rdkafka_properties_producer.queue_buffering_max_ms,
             Some(114.514f64)
@@ -641,7 +640,7 @@ mod test {
             Some(-1)
         );
 
-        let props: HashMap<String, String> = hashmap! {
+        let props: BTreeMap<String, String> = btreemap! {
             // basic
             "connector".to_string() => "kafka".to_string(),
             "properties.bootstrap.server".to_string() => "localhost:9092".to_string(),
@@ -650,9 +649,9 @@ mod test {
 
             "properties.enable.idempotence".to_string() => "True".to_string(), // can only be 'true' or 'false'
         };
-        assert!(KafkaConfig::from_hashmap(props).is_err());
+        assert!(KafkaConfig::from_btreemap(props).is_err());
 
-        let props: HashMap<String, String> = hashmap! {
+        let props: BTreeMap<String, String> = btreemap! {
             // basic
             "connector".to_string() => "kafka".to_string(),
             "properties.bootstrap.server".to_string() => "localhost:9092".to_string(),
@@ -660,9 +659,9 @@ mod test {
             "type".to_string() => "append-only".to_string(),
             "properties.queue.buffering.max.kbytes".to_string() => "-114514".to_string(), // usize cannot be negative
         };
-        assert!(KafkaConfig::from_hashmap(props).is_err());
+        assert!(KafkaConfig::from_btreemap(props).is_err());
 
-        let props: HashMap<String, String> = hashmap! {
+        let props: BTreeMap<String, String> = btreemap! {
             // basic
             "connector".to_string() => "kafka".to_string(),
             "properties.bootstrap.server".to_string() => "localhost:9092".to_string(),
@@ -670,12 +669,12 @@ mod test {
             "type".to_string() => "append-only".to_string(),
             "properties.compression.codec".to_string() => "notvalid".to_string(), // has to be a valid CompressionCodec
         };
-        assert!(KafkaConfig::from_hashmap(props).is_err());
+        assert!(KafkaConfig::from_btreemap(props).is_err());
     }
 
     #[test]
     fn parse_kafka_config() {
-        let properties: HashMap<String, String> = hashmap! {
+        let properties: BTreeMap<String, String> = btreemap! {
             // "connector".to_string() => "kafka".to_string(),
             "properties.bootstrap.server".to_string() => "localhost:9092".to_string(),
             "topic".to_string() => "test".to_string(),
@@ -690,48 +689,48 @@ mod test {
             // PrivateLink
             "broker.rewrite.endpoints".to_string() => "{\"broker1\": \"10.0.0.1:8001\"}".to_string(),
         };
-        let config = KafkaConfig::from_hashmap(properties).unwrap();
+        let config = KafkaConfig::from_btreemap(properties).unwrap();
         assert_eq!(config.common.brokers, "localhost:9092");
         assert_eq!(config.common.topic, "test");
         assert_eq!(config.max_retry_num, 20);
         assert_eq!(config.retry_interval, Duration::from_millis(500));
 
         // PrivateLink fields
-        let hashmap: HashMap<String, String> = hashmap! {
+        let btreemap: BTreeMap<String, String> = btreemap! {
             "broker1".to_string() => "10.0.0.1:8001".to_string()
         };
-        assert_eq!(config.privatelink_common.broker_rewrite_map, Some(hashmap));
+        assert_eq!(config.privatelink_common.broker_rewrite_map, Some(btreemap));
 
         // Optional fields eliminated.
-        let properties: HashMap<String, String> = hashmap! {
+        let properties: BTreeMap<String, String> = btreemap! {
             // "connector".to_string() => "kafka".to_string(),
             "properties.bootstrap.server".to_string() => "localhost:9092".to_string(),
             "topic".to_string() => "test".to_string(),
             // "type".to_string() => "upsert".to_string(),
         };
-        let config = KafkaConfig::from_hashmap(properties).unwrap();
+        let config = KafkaConfig::from_btreemap(properties).unwrap();
         assert_eq!(config.max_retry_num, 3);
         assert_eq!(config.retry_interval, Duration::from_millis(100));
 
         // Invalid u32 input.
-        let properties: HashMap<String, String> = hashmap! {
+        let properties: BTreeMap<String, String> = btreemap! {
             "connector".to_string() => "kafka".to_string(),
             "properties.bootstrap.server".to_string() => "localhost:9092".to_string(),
             "topic".to_string() => "test".to_string(),
             "type".to_string() => "upsert".to_string(),
             "properties.retry.max".to_string() => "-20".to_string(),  // error!
         };
-        assert!(KafkaConfig::from_hashmap(properties).is_err());
+        assert!(KafkaConfig::from_btreemap(properties).is_err());
 
         // Invalid duration input.
-        let properties: HashMap<String, String> = hashmap! {
+        let properties: BTreeMap<String, String> = btreemap! {
             "connector".to_string() => "kafka".to_string(),
             "properties.bootstrap.server".to_string() => "localhost:9092".to_string(),
             "topic".to_string() => "test".to_string(),
             "type".to_string() => "upsert".to_string(),
             "properties.retry.interval".to_string() => "500minutes".to_string(),  // error!
         };
-        assert!(KafkaConfig::from_hashmap(properties).is_err());
+        assert!(KafkaConfig::from_btreemap(properties).is_err());
     }
 
     /// Note: Please enable the kafka by running `./risedev configure` before commenting #[ignore]
@@ -740,7 +739,7 @@ mod test {
     #[tokio::test]
     async fn test_kafka_producer() -> Result<()> {
         // Create a dummy kafka properties
-        let properties = hashmap! {
+        let properties = btreemap! {
             "connector".to_string() => "kafka".to_string(),
             "properties.bootstrap.server".to_string() => "localhost:29092".to_string(),
             "type".to_string() => "append-only".to_string(),
@@ -764,7 +763,7 @@ mod test {
             },
         ]);
 
-        let kafka_config = KafkaConfig::from_hashmap(properties)?;
+        let kafka_config = KafkaConfig::from_btreemap(properties)?;
 
         // Create the actual sink writer to Kafka
         let sink = KafkaSinkWriter::new(
diff --git a/src/connector/src/sink/kinesis.rs b/src/connector/src/sink/kinesis.rs
index 6f534c2800a53..771d3c8a6f91d 100644
--- a/src/connector/src/sink/kinesis.rs
+++ b/src/connector/src/sink/kinesis.rs
@@ -12,7 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::HashMap;
+use std::collections::BTreeMap;
 
 use anyhow::{anyhow, Context};
 use aws_sdk_kinesis::operation::put_records::builders::PutRecordsFluentBuilder;
@@ -58,7 +58,7 @@ impl TryFrom<SinkParam> for KinesisSink {
 
     fn try_from(param: SinkParam) -> std::result::Result<Self, Self::Error> {
         let schema = param.schema();
-        let config = KinesisSinkConfig::from_hashmap(param.properties)?;
+        let config = KinesisSinkConfig::from_btreemap(param.properties)?;
         Ok(Self {
             config,
             schema,
@@ -80,11 +80,10 @@ impl Sink for KinesisSink {
 
     const SINK_NAME: &'static str = KINESIS_SINK;
 
-    fn is_sink_decouple(desc: &SinkDesc, user_specified: &SinkDecouple) -> Result<bool> {
+    fn is_sink_decouple(_desc: &SinkDesc, user_specified: &SinkDecouple) -> Result<bool> {
         match user_specified {
-            SinkDecouple::Default => Ok(desc.sink_type.is_append_only()),
+            SinkDecouple::Default | SinkDecouple::Enable => Ok(true),
             SinkDecouple::Disable => Ok(false),
-            SinkDecouple::Enable => Ok(true),
         }
     }
 
@@ -141,7 +140,7 @@ pub struct KinesisSinkConfig {
 }
 
 impl KinesisSinkConfig {
-    pub fn from_hashmap(properties: HashMap<String, String>) -> Result<Self> {
+    pub fn from_btreemap(properties: BTreeMap<String, String>) -> Result<Self> {
         let config =
             serde_json::from_value::<KinesisSinkConfig>(serde_json::to_value(properties).unwrap())
                 .map_err(|e| SinkError::Config(anyhow!(e)))?;
diff --git a/src/connector/src/sink/log_store.rs b/src/connector/src/sink/log_store.rs
index d696feb1d8617..d609aa7170d0d 100644
--- a/src/connector/src/sink/log_store.rs
+++ b/src/connector/src/sink/log_store.rs
@@ -20,6 +20,7 @@ use std::sync::Arc;
 use std::task::Poll;
 use std::time::Instant;
 
+use await_tree::InstrumentAwait;
 use futures::{TryFuture, TryFutureExt};
 use risingwave_common::array::StreamChunk;
 use risingwave_common::bail;
@@ -282,21 +283,25 @@ impl<R: LogReader> MonitoredLogReader<R> {
 
 impl<R: LogReader> LogReader for MonitoredLogReader<R> {
     async fn init(&mut self) -> LogStoreResult<()> {
-        self.inner.init().await
+        self.inner.init().instrument_await("log_reader_init").await
     }
 
     async fn next_item(&mut self) -> LogStoreResult<(u64, LogStoreReadItem)> {
-        self.inner.next_item().await.inspect(|(epoch, item)| {
-            if self.read_epoch != *epoch {
-                self.read_epoch = *epoch;
-                self.metrics.log_store_latest_read_epoch.set(*epoch as _);
-            }
-            if let LogStoreReadItem::StreamChunk { chunk, .. } = item {
-                self.metrics
-                    .log_store_read_rows
-                    .inc_by(chunk.cardinality() as _);
-            }
-        })
+        self.inner
+            .next_item()
+            .instrument_await("log_reader_next_item")
+            .await
+            .inspect(|(epoch, item)| {
+                if self.read_epoch != *epoch {
+                    self.read_epoch = *epoch;
+                    self.metrics.log_store_latest_read_epoch.set(*epoch as _);
+                }
+                if let LogStoreReadItem::StreamChunk { chunk, .. } = item {
+                    self.metrics
+                        .log_store_read_rows
+                        .inc_by(chunk.cardinality() as _);
+                }
+            })
     }
 
     fn truncate(&mut self, offset: TruncateOffset) -> LogStoreResult<()> {
@@ -306,7 +311,7 @@ impl<R: LogReader> LogReader for MonitoredLogReader<R> {
     fn rewind(
         &mut self,
     ) -> impl Future<Output = LogStoreResult<(bool, Option<Bitmap>)>> + Send + '_ {
-        self.inner.rewind()
+        self.inner.rewind().instrument_await("log_reader_rewind")
     }
 }
 
diff --git a/src/connector/src/sink/mod.rs b/src/connector/src/sink/mod.rs
index 325e794137ae1..097c0e57b15c1 100644
--- a/src/connector/src/sink/mod.rs
+++ b/src/connector/src/sink/mod.rs
@@ -31,6 +31,7 @@ pub mod kafka;
 pub mod kinesis;
 pub mod log_store;
 pub mod mock_coordination_client;
+pub mod mongodb;
 pub mod mqtt;
 pub mod nats;
 pub mod pulsar;
@@ -38,13 +39,14 @@ pub mod redis;
 pub mod remote;
 pub mod snowflake;
 pub mod snowflake_connector;
+pub mod sqlserver;
 pub mod starrocks;
 pub mod test_sink;
 pub mod trivial;
 pub mod utils;
 pub mod writer;
 
-use std::collections::HashMap;
+use std::collections::BTreeMap;
 use std::future::Future;
 
 use ::clickhouse::error::Error as ClickHouseError;
@@ -92,6 +94,7 @@ macro_rules! for_all_sinks {
                 { Nats, $crate::sink::nats::NatsSink },
                 { Jdbc, $crate::sink::remote::JdbcSink },
                 { ElasticSearch, $crate::sink::remote::ElasticSearchSink },
+                { Opensearch, $crate::sink::remote::OpensearchSink },
                 { Cassandra, $crate::sink::remote::CassandraSink },
                 { HttpJava, $crate::sink::remote::HttpJavaSink },
                 { Doris, $crate::sink::doris::DorisSink },
@@ -100,6 +103,8 @@ macro_rules! for_all_sinks {
                 { DeltaLake, $crate::sink::deltalake::DeltaLakeSink },
                 { BigQuery, $crate::sink::big_query::BigQuerySink },
                 { DynamoDb, $crate::sink::dynamodb::DynamoDbSink },
+                { Mongodb, $crate::sink::mongodb::MongodbSink },
+                { SqlServer, $crate::sink::sqlserver::SqlServerSink },
                 { Test, $crate::sink::test_sink::TestSink },
                 { Table, $crate::sink::trivial::TableSink }
             }
@@ -157,7 +162,7 @@ pub const SINK_USER_FORCE_APPEND_ONLY_OPTION: &str = "force_append_only";
 pub struct SinkParam {
     pub sink_id: SinkId,
     pub sink_name: String,
-    pub properties: HashMap<String, String>,
+    pub properties: BTreeMap<String, String>,
     pub columns: Vec<ColumnDesc>,
     pub downstream_pk: Vec<usize>,
     pub sink_type: SinkType,
@@ -384,7 +389,7 @@ impl<R: LogReader> SinkLogReader for R {
 
 #[async_trait]
 pub trait LogSinker: 'static {
-    async fn consume_log_and_sink(self, log_reader: &mut impl SinkLogReader) -> Result<()>;
+    async fn consume_log_and_sink(self, log_reader: &mut impl SinkLogReader) -> Result<!>;
 }
 
 #[async_trait]
@@ -441,6 +446,10 @@ impl SinkImpl {
     pub fn is_sink_into_table(&self) -> bool {
         matches!(self, SinkImpl::Table(_))
     }
+
+    pub fn is_blackhole(&self) -> bool {
+        matches!(self, SinkImpl::BlackHole(_))
+    }
 }
 
 pub fn build_sink(param: SinkParam) -> Result<SinkImpl> {
@@ -577,12 +586,24 @@ pub enum SinkError {
         #[backtrace]
         anyhow::Error,
     ),
+    #[error("SQL Server error: {0}")]
+    SqlServer(
+        #[source]
+        #[backtrace]
+        anyhow::Error,
+    ),
     #[error(transparent)]
     Connector(
         #[from]
         #[backtrace]
         ConnectorError,
     ),
+    #[error("Mongodb error: {0}")]
+    Mongodb(
+        #[source]
+        #[backtrace]
+        anyhow::Error,
+    ),
 }
 
 impl From<icelake::Error> for SinkError {
@@ -614,3 +635,9 @@ impl From<RedisError> for SinkError {
         SinkError::Redis(value.to_report_string())
     }
 }
+
+impl From<tiberius::error::Error> for SinkError {
+    fn from(err: tiberius::error::Error) -> Self {
+        SinkError::SqlServer(anyhow!(err))
+    }
+}
diff --git a/src/connector/src/sink/mongodb.rs b/src/connector/src/sink/mongodb.rs
new file mode 100644
index 0000000000000..8840c72176960
--- /dev/null
+++ b/src/connector/src/sink/mongodb.rs
@@ -0,0 +1,762 @@
+// Copyright 2024 RisingWave Labs
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+use std::collections::{BTreeMap, HashMap};
+use std::ops::Deref;
+use std::sync::LazyLock;
+
+use anyhow::anyhow;
+use itertools::Itertools;
+use mongodb::bson::{bson, doc, Array, Bson, Document};
+use mongodb::{Client, Namespace};
+use risingwave_common::array::{Op, RowRef, StreamChunk};
+use risingwave_common::catalog::Schema;
+use risingwave_common::log::LogSuppresser;
+use risingwave_common::must_match;
+use risingwave_common::row::Row;
+use risingwave_common::session_config::sink_decouple::SinkDecouple;
+use risingwave_common::types::ScalarRefImpl;
+use serde_derive::Deserialize;
+use serde_with::{serde_as, DisplayFromStr};
+use thiserror_ext::AsReport;
+use tonic::async_trait;
+use with_options::WithOptions;
+
+use super::catalog::desc::SinkDesc;
+use super::encoder::BsonEncoder;
+use crate::connector_common::MongodbCommon;
+use crate::deserialize_bool_from_string;
+use crate::sink::encoder::RowEncoder;
+use crate::sink::writer::{LogSinkerOf, SinkWriter, SinkWriterExt};
+use crate::sink::{
+    DummySinkCommitCoordinator, Result, Sink, SinkError, SinkParam, SinkWriterParam,
+    SINK_TYPE_APPEND_ONLY, SINK_TYPE_OPTION, SINK_TYPE_UPSERT,
+};
+
+pub const MONGODB_SINK: &str = "mongodb";
+
+// 65536 seems like a reasonable limit, but we may consider setting this limit to 100,000,
+// which is the actual limit imposed by the server.
+// see https://www.mongodb.com/docs/v4.2/reference/command/hello/#hello.maxWriteBatchSize for more details
+pub const MONGODB_BULK_WRITE_SIZE_LIMIT: usize = 65536;
+pub const MONGODB_PK_NAME: &str = "_id";
+
+static LOG_SUPPERSSER: LazyLock<LogSuppresser> = LazyLock::new(LogSuppresser::default);
+
+const fn _default_bulk_write_max_entries() -> usize {
+    1024
+}
+
+#[serde_as]
+#[derive(Clone, Debug, Deserialize, WithOptions)]
+pub struct MongodbConfig {
+    #[serde(flatten)]
+    pub common: MongodbCommon,
+
+    pub r#type: String, // accept "append-only" or "upsert"
+
+    /// The dynamic collection name where data should be sunk to. If specified, the field value will be used
+    /// as the collection name. The collection name format is same as `collection.name`. If the field value is
+    /// null or an empty string, then the `collection.name` will be used as a fallback destination.
+    #[serde(rename = "collection.name.field")]
+    pub collection_name_field: Option<String>,
+
+    /// Controls whether the field value of `collection.name.field` should be dropped when sinking.
+    /// Set this option to true to avoid the duplicate values of `collection.name.field` being written to the
+    /// result collection.
+    #[serde(
+        default,
+        deserialize_with = "deserialize_bool_from_string",
+        rename = "collection.name.field.drop"
+    )]
+    pub drop_collection_name_field: bool,
+
+    /// The maximum entries will accumulate before performing the bulk write, defaults to 1024.
+    #[serde(
+        rename = "mongodb.bulk_write.max_entries",
+        default = "_default_bulk_write_max_entries"
+    )]
+    #[serde_as(as = "DisplayFromStr")]
+    pub bulk_write_max_entries: usize,
+}
+
+impl MongodbConfig {
+    pub fn from_btreemap(properties: BTreeMap<String, String>) -> crate::sink::Result<Self> {
+        let config =
+            serde_json::from_value::<MongodbConfig>(serde_json::to_value(properties).unwrap())
+                .map_err(|e| SinkError::Config(anyhow!(e)))?;
+        if config.r#type != SINK_TYPE_APPEND_ONLY && config.r#type != SINK_TYPE_UPSERT {
+            return Err(SinkError::Config(anyhow!(
+                "`{}` must be {}, or {}",
+                SINK_TYPE_OPTION,
+                SINK_TYPE_APPEND_ONLY,
+                SINK_TYPE_UPSERT
+            )));
+        }
+        Ok(config)
+    }
+}
+
+/// An async-drop style `Guard` for `mongodb::Client`. Use this guard to hold a client,
+/// the `client::shutdown` is called in an async manner when the guard is dropped.
+/// Please be aware this is a "best effort" style shutdown, which may not be successful if the
+/// tokio runtime is in the process of terminating. However, the server-side resources will be
+/// cleaned up eventually due to the session expiration.
+/// see [this issue](https://github.com/mongodb/mongo-rust-driver/issues/719) for more information
+struct ClientGuard {
+    _tx: tokio::sync::oneshot::Sender<()>,
+    client: Client,
+}
+
+impl ClientGuard {
+    fn new(name: String, client: Client) -> Self {
+        let client_copy = client.clone();
+        let (_tx, rx) = tokio::sync::oneshot::channel::<()>();
+        tokio::spawn(async move {
+            tracing::debug!(%name, "waiting for client to shut down");
+            let _ = rx.await;
+            tracing::debug!(%name, "sender dropped now calling client's shutdown");
+            // shutdown may stuck if the resources created by client are not dropped at this point.
+            // As recommended by [shutdown](https://docs.rs/mongodb/2.8.2/mongodb/struct.Client.html#method.shutdown)
+            // documentation, we should make our resources usage shorter-lived than the client. So if this happens,
+            // there are some programming error in our code.
+            client_copy.shutdown().await;
+            tracing::debug!(%name, "client shutdown succeeded");
+        });
+        Self { _tx, client }
+    }
+}
+
+impl Deref for ClientGuard {
+    type Target = Client;
+
+    fn deref(&self) -> &Self::Target {
+        &self.client
+    }
+}
+
+#[derive(Debug)]
+pub struct MongodbSink {
+    pub config: MongodbConfig,
+    param: SinkParam,
+    schema: Schema,
+    pk_indices: Vec<usize>,
+    is_append_only: bool,
+}
+
+impl MongodbSink {
+    pub fn new(param: SinkParam) -> Result<Self> {
+        let config = MongodbConfig::from_btreemap(param.properties.clone())?;
+        let pk_indices = param.downstream_pk.clone();
+        let is_append_only = param.sink_type.is_append_only();
+        let schema = param.schema();
+        Ok(Self {
+            config,
+            param,
+            schema,
+            pk_indices,
+            is_append_only,
+        })
+    }
+}
+
+impl TryFrom<SinkParam> for MongodbSink {
+    type Error = SinkError;
+
+    fn try_from(param: SinkParam) -> std::result::Result<Self, Self::Error> {
+        MongodbSink::new(param)
+    }
+}
+
+impl Sink for MongodbSink {
+    type Coordinator = DummySinkCommitCoordinator;
+    type LogSinker = LogSinkerOf<MongodbSinkWriter>;
+
+    const SINK_NAME: &'static str = MONGODB_SINK;
+
+    fn is_sink_decouple(_desc: &SinkDesc, user_specified: &SinkDecouple) -> Result<bool> {
+        match user_specified {
+            // Set default sink decouple to false, because mongodb sink writer only ensure delivery on checkpoint barrier
+            SinkDecouple::Default | SinkDecouple::Disable => Ok(false),
+            SinkDecouple::Enable => Ok(true),
+        }
+    }
+
+    async fn validate(&self) -> Result<()> {
+        if !self.is_append_only {
+            if self.pk_indices.is_empty() {
+                return Err(SinkError::Config(anyhow!(
+                    "Primary key not defined for upsert mongodb sink (please define in `primary_key` field)")));
+            }
+
+            // checking if there is a non-pk field's name is `_id`
+            if self
+                .schema
+                .fields
+                .iter()
+                .enumerate()
+                .any(|(i, field)| !self.pk_indices.contains(&i) && field.name == MONGODB_PK_NAME)
+            {
+                return Err(SinkError::Config(anyhow!(
+                    "_id field must be the sink's primary key, but a non primary key field name is _id",
+                )));
+            }
+
+            // assume the sink's pk is (a, b) and then the data written to mongodb will be
+            // { "_id": {"a": 1, "b": 2}, "a": 1, "b": 2, ... }
+            // you can see that the compound pk (a, b) is turned into an Object {"a": 1, "b": 2}
+            // and the each pk field is become as a field of the document
+            // but if the sink's pk is (_id, b) and the data will be:
+            // { "_id": {"_id": 1, "b": 2}, "b": 2, ... }
+            // in this case, the original _id field of the compound pk has been overridden
+            // we should consider this is a schema error
+            if self.pk_indices.len() > 1
+                && self
+                    .pk_indices
+                    .iter()
+                    .map(|&idx| self.schema.fields[idx].name.as_str())
+                    .any(|field| field == MONGODB_PK_NAME)
+            {
+                return Err(SinkError::Config(anyhow!(
+                    "primary key fields must not contain a field named _id"
+                )));
+            }
+        }
+
+        if self.config.bulk_write_max_entries > MONGODB_BULK_WRITE_SIZE_LIMIT {
+            return Err(SinkError::Config(anyhow!(
+                "mongodb.bulk_write.max_entries {} exceeds the limit {}",
+                self.config.bulk_write_max_entries,
+                MONGODB_BULK_WRITE_SIZE_LIMIT
+            )));
+        }
+
+        if let Err(err) = self.config.common.collection_name.parse::<Namespace>() {
+            return Err(SinkError::Config(anyhow!(err).context(format!(
+                "invalid collection.name {}",
+                self.config.common.collection_name
+            ))));
+        }
+
+        // checking reachability
+        let client = self.config.common.build_client().await?;
+        let client = ClientGuard::new(self.param.sink_name.clone(), client);
+        client
+            .database("admin")
+            .run_command(doc! {"hello":1}, None)
+            .await
+            .map_err(|err| {
+                SinkError::Mongodb(anyhow!(err).context("failed to send hello command to mongodb"))
+            })?;
+
+        if self.config.drop_collection_name_field && self.config.collection_name_field.is_none() {
+            return Err(SinkError::Config(anyhow!(
+                    "collection.name.field must be specified when collection.name.field.drop is enabled"
+                )));
+        }
+
+        // checking dynamic collection name settings
+        if let Some(coll_field) = &self.config.collection_name_field {
+            let fields = self.schema.fields();
+
+            let coll_field_index = fields
+                .iter()
+                .enumerate()
+                .find_map(|(index, field)| {
+                    if &field.name == coll_field {
+                        Some(index)
+                    } else {
+                        None
+                    }
+                })
+                .ok_or(SinkError::Config(anyhow!(
+                    "collection.name.field {} not found",
+                    coll_field
+                )))?;
+
+            if fields[coll_field_index].data_type() != risingwave_common::types::DataType::Varchar {
+                return Err(SinkError::Config(anyhow!(
+                    "the type of collection.name.field {} must be varchar",
+                    coll_field
+                )));
+            }
+
+            if !self.is_append_only && self.pk_indices.iter().any(|idx| *idx == coll_field_index) {
+                return Err(SinkError::Config(anyhow!(
+                    "collection.name.field {} must not be equal to the primary key field",
+                    coll_field
+                )));
+            }
+        }
+
+        Ok(())
+    }
+
+    async fn new_log_sinker(&self, writer_param: SinkWriterParam) -> Result<Self::LogSinker> {
+        Ok(MongodbSinkWriter::new(
+            format!("{}-{}", writer_param.executor_id, self.param.sink_name),
+            self.config.clone(),
+            self.schema.clone(),
+            self.pk_indices.clone(),
+            self.is_append_only,
+        )
+        .await?
+        .into_log_sinker(writer_param.sink_metrics))
+    }
+}
+
+pub struct MongodbSinkWriter {
+    pub config: MongodbConfig,
+    payload_writer: MongodbPayloadWriter,
+    is_append_only: bool,
+    // TODO switching to bulk write API when mongodb driver supports it
+    command_builder: CommandBuilder,
+}
+
+impl MongodbSinkWriter {
+    pub async fn new(
+        name: String,
+        config: MongodbConfig,
+        schema: Schema,
+        pk_indices: Vec<usize>,
+        is_append_only: bool,
+    ) -> Result<Self> {
+        let client = config.common.build_client().await?;
+
+        let default_namespace =
+            config
+                .common
+                .collection_name
+                .parse()
+                .map_err(|err: mongodb::error::Error| {
+                    SinkError::Mongodb(anyhow!(err).context("parsing default namespace failed"))
+                })?;
+
+        let coll_name_field_index =
+            config
+                .collection_name_field
+                .as_ref()
+                .and_then(|coll_name_field| {
+                    schema
+                        .names_str()
+                        .iter()
+                        .position(|&name| coll_name_field == name)
+                });
+
+        let col_indices = if let Some(coll_name_field_index) = coll_name_field_index
+            && config.drop_collection_name_field
+        {
+            (0..schema.fields.len())
+                .filter(|idx| *idx != coll_name_field_index)
+                .collect_vec()
+        } else {
+            (0..schema.fields.len()).collect_vec()
+        };
+
+        let row_encoder = BsonEncoder::new(schema.clone(), Some(col_indices), pk_indices.clone());
+
+        let command_builder = if is_append_only {
+            CommandBuilder::AppendOnly(HashMap::new())
+        } else {
+            CommandBuilder::Upsert(HashMap::new())
+        };
+
+        let payload_writer = MongodbPayloadWriter::new(
+            schema,
+            pk_indices,
+            default_namespace,
+            coll_name_field_index,
+            ClientGuard::new(name, client),
+            config.bulk_write_max_entries,
+            row_encoder,
+        );
+
+        Ok(Self {
+            config,
+            payload_writer,
+            is_append_only,
+            command_builder,
+        })
+    }
+
+    async fn append(&mut self, chunk: StreamChunk) -> Result<()> {
+        let insert_builder =
+            must_match!(&mut self.command_builder, CommandBuilder::AppendOnly(builder) => builder);
+        for (op, row) in chunk.rows() {
+            if op != Op::Insert {
+                if let Ok(suppressed_count) = LOG_SUPPERSSER.check() {
+                    tracing::warn!(
+                        suppressed_count,
+                        ?op,
+                        ?row,
+                        "non-insert op received in append-only mode"
+                    );
+                }
+                continue;
+            }
+            self.payload_writer.append(insert_builder, row).await?;
+        }
+        Ok(())
+    }
+
+    async fn upsert(&mut self, chunk: StreamChunk) -> Result<()> {
+        let upsert_builder =
+            must_match!(&mut self.command_builder, CommandBuilder::Upsert(builder) => builder);
+        for (op, row) in chunk.rows() {
+            if op == Op::UpdateDelete {
+                // we should ignore the `UpdateDelete` in upsert mode
+                continue;
+            }
+            self.payload_writer.upsert(upsert_builder, op, row).await?;
+        }
+        Ok(())
+    }
+}
+
+#[async_trait]
+impl SinkWriter for MongodbSinkWriter {
+    async fn begin_epoch(&mut self, _epoch: u64) -> Result<()> {
+        Ok(())
+    }
+
+    async fn write_batch(&mut self, chunk: StreamChunk) -> Result<()> {
+        if self.is_append_only {
+            self.append(chunk).await
+        } else {
+            self.upsert(chunk).await
+        }
+    }
+
+    async fn barrier(&mut self, is_checkpoint: bool) -> Result<Self::CommitMetadata> {
+        if is_checkpoint {
+            if self.is_append_only {
+                let insert_builder = must_match!(&mut self.command_builder, CommandBuilder::AppendOnly(builder) => builder);
+                self.payload_writer.flush_insert(insert_builder).await?;
+            } else {
+                let upsert_builder = must_match!(&mut self.command_builder, CommandBuilder::Upsert(builder) => builder);
+                self.payload_writer.flush_upsert(upsert_builder).await?;
+            }
+        }
+        Ok(())
+    }
+}
+
+struct InsertCommandBuilder {
+    coll: String,
+    inserts: Array,
+}
+
+impl InsertCommandBuilder {
+    fn new(coll: String, capacity: usize) -> Self {
+        Self {
+            coll,
+            inserts: Array::with_capacity(capacity),
+        }
+    }
+
+    fn append(&mut self, row: Document) {
+        self.inserts.push(Bson::Document(row));
+    }
+
+    fn build(self) -> Document {
+        doc! {
+            "insert": self.coll,
+            "ordered": true,
+            "documents": self.inserts,
+        }
+    }
+}
+
+struct UpsertCommandBuilder {
+    coll: String,
+    updates: Array,
+    deletes: HashMap<Vec<u8>, Document>,
+}
+
+impl UpsertCommandBuilder {
+    fn new(coll: String, capacity: usize) -> Self {
+        Self {
+            coll,
+            updates: Array::with_capacity(capacity),
+            deletes: HashMap::with_capacity(capacity),
+        }
+    }
+
+    fn add_upsert(&mut self, pk: Document, row: Document) -> Result<()> {
+        let pk_data = mongodb::bson::to_vec(&pk).map_err(|err| {
+            SinkError::Mongodb(anyhow!(err).context("cannot serialize primary key"))
+        })?;
+        // under same pk, if the record currently being upserted was marked for deletion previously, we should
+        // revert the deletion, otherwise, the upserting record may be accidentally deleted.
+        // see https://github.com/risingwavelabs/risingwave/pull/17102#discussion_r1630684160 for more information.
+        self.deletes.remove(&pk_data);
+
+        self.updates.push(bson!( {
+            "q": pk,
+            "u": row,
+            "upsert": true,
+            "multi": false,
+        }));
+
+        Ok(())
+    }
+
+    fn add_delete(&mut self, pk: Document) -> Result<()> {
+        let pk_data = mongodb::bson::to_vec(&pk).map_err(|err| {
+            SinkError::Mongodb(anyhow!(err).context("cannot serialize primary key"))
+        })?;
+        self.deletes.insert(pk_data, pk);
+        Ok(())
+    }
+
+    fn build(self) -> (Option<Document>, Option<Document>) {
+        let (mut upsert_document, mut delete_document) = (None, None);
+        if !self.updates.is_empty() {
+            upsert_document = Some(doc! {
+                "update": self.coll.clone(),
+                "ordered": true,
+                "updates": self.updates,
+            });
+        }
+        if !self.deletes.is_empty() {
+            let deletes = self
+                .deletes
+                .into_values()
+                .map(|pk| {
+                    bson!({
+                        "q": pk,
+                        "limit": 1,
+                    })
+                })
+                .collect::<Array>();
+
+            delete_document = Some(doc! {
+                "delete": self.coll,
+                "ordered": true,
+                "deletes": deletes,
+            });
+        }
+        (upsert_document, delete_document)
+    }
+}
+
+enum CommandBuilder {
+    AppendOnly(HashMap<MongodbNamespace, InsertCommandBuilder>),
+    Upsert(HashMap<MongodbNamespace, UpsertCommandBuilder>),
+}
+
+type MongodbNamespace = (String, String);
+
+// In the future, we may build the payload into RawBSON to gain a better performance.
+// The current API (mongodb-2.8.2) lacks the support of writing RawBSON.
+struct MongodbPayloadWriter {
+    schema: Schema,
+    pk_indices: Vec<usize>,
+    default_namespace: Namespace,
+    coll_name_field_index: Option<usize>,
+    client: ClientGuard,
+    buffered_entries: usize,
+    max_entries: usize,
+    row_encoder: BsonEncoder,
+}
+
+impl MongodbPayloadWriter {
+    fn new(
+        schema: Schema,
+        pk_indices: Vec<usize>,
+        default_namespace: Namespace,
+        coll_name_field_index: Option<usize>,
+        client: ClientGuard,
+        max_entries: usize,
+        row_encoder: BsonEncoder,
+    ) -> Self {
+        Self {
+            schema,
+            pk_indices,
+            default_namespace,
+            coll_name_field_index,
+            client,
+            buffered_entries: 0,
+            max_entries,
+            row_encoder,
+        }
+    }
+
+    fn extract_namespace_from_row_ref(&self, row: RowRef<'_>) -> MongodbNamespace {
+        let ns = self.coll_name_field_index.and_then(|coll_name_field_index| {
+            match row.datum_at(coll_name_field_index) {
+                Some(ScalarRefImpl::Utf8(v)) => match v.parse::<Namespace>() {
+                    Ok(ns) => Some(ns),
+                    Err(err) => {
+                        if let Ok(suppressed_count) = LOG_SUPPERSSER.check() {
+                            tracing::warn!(
+                                suppressed_count,
+                                error = %err.as_report(),
+                                collection_name = %v,
+                                "parsing collection name failed, fallback to use default collection.name"
+                            );
+                        }
+                        None
+                    }
+                },
+                _ => {
+                    if let Ok(suppressed_count) = LOG_SUPPERSSER.check() {
+                        tracing::warn!(
+                            suppressed_count,
+                            "the value of collection.name.field is null, fallback to use default collection.name"
+                        );
+                    }
+                    None
+                }
+            }
+        });
+        match ns {
+            Some(ns) => (ns.db, ns.coll),
+            None => (
+                self.default_namespace.db.clone(),
+                self.default_namespace.coll.clone(),
+            ),
+        }
+    }
+
+    async fn append(
+        &mut self,
+        insert_builder: &mut HashMap<MongodbNamespace, InsertCommandBuilder>,
+        row: RowRef<'_>,
+    ) -> Result<()> {
+        let document = self.row_encoder.encode(row)?;
+        let ns = self.extract_namespace_from_row_ref(row);
+        let coll = ns.1.clone();
+
+        insert_builder
+            .entry(ns)
+            .or_insert_with(|| InsertCommandBuilder::new(coll, self.max_entries))
+            .append(document);
+
+        self.buffered_entries += 1;
+        if self.buffered_entries >= self.max_entries {
+            self.flush_insert(insert_builder).await?;
+        }
+        Ok(())
+    }
+
+    async fn upsert(
+        &mut self,
+        upsert_builder: &mut HashMap<MongodbNamespace, UpsertCommandBuilder>,
+        op: Op,
+        row: RowRef<'_>,
+    ) -> Result<()> {
+        let mut document = self.row_encoder.encode(row)?;
+        let ns = self.extract_namespace_from_row_ref(row);
+        let coll = ns.1.clone();
+
+        let pk = self.row_encoder.construct_pk(row);
+
+        // Specify the primary key (_id) for the MongoDB collection if the user does not provide one.
+        if self.pk_indices.len() > 1
+            || self.schema.fields[self.pk_indices[0]].name != MONGODB_PK_NAME
+        {
+            // compound pk should not have a field named `_id`
+            document.insert(MONGODB_PK_NAME, pk.clone());
+        }
+
+        let pk = doc! {MONGODB_PK_NAME: pk};
+        match op {
+            Op::Insert | Op::UpdateInsert => upsert_builder
+                .entry(ns)
+                .or_insert_with(|| UpsertCommandBuilder::new(coll, self.max_entries))
+                .add_upsert(pk, document)?,
+            Op::UpdateDelete => (),
+            Op::Delete => upsert_builder
+                .entry(ns)
+                .or_insert_with(|| UpsertCommandBuilder::new(coll, self.max_entries))
+                .add_delete(pk)?,
+        }
+
+        self.buffered_entries += 1;
+        if self.buffered_entries >= self.max_entries {
+            self.flush_upsert(upsert_builder).await?;
+        }
+        Ok(())
+    }
+
+    async fn flush_insert(
+        &mut self,
+        insert_builder: &mut HashMap<MongodbNamespace, InsertCommandBuilder>,
+    ) -> Result<()> {
+        // TODO try sending bulk-write of each collection concurrently to improve the performance when
+        // `dynamic collection` is enabled. We may need to provide best practice to guide user on setting
+        // the MongoDB driver's connection properties.
+        for (ns, builder) in insert_builder.drain() {
+            self.send_bulk_write_command(&ns.0, builder.build()).await?;
+        }
+        self.buffered_entries = 0;
+        Ok(())
+    }
+
+    async fn flush_upsert(
+        &mut self,
+        upsert_builder: &mut HashMap<MongodbNamespace, UpsertCommandBuilder>,
+    ) -> Result<()> {
+        // TODO try sending bulk-write of each collection concurrently to improve the performance when
+        // `dynamic collection` is enabled. We may need to provide best practice to guide user on setting
+        // the MongoDB driver's connection properties.
+        for (ns, builder) in upsert_builder.drain() {
+            let (upsert, delete) = builder.build();
+            // we are sending the bulk upsert first because, under same pk, the `Insert` and `UpdateInsert`
+            // should always appear before `Delete`. we have already ignored the `UpdateDelete`
+            // which is useless in upsert mode.
+            if let Some(upsert) = upsert {
+                self.send_bulk_write_command(&ns.0, upsert).await?;
+            }
+            if let Some(delete) = delete {
+                self.send_bulk_write_command(&ns.0, delete).await?;
+            }
+        }
+        self.buffered_entries = 0;
+        Ok(())
+    }
+
+    async fn send_bulk_write_command(&self, database: &str, command: Document) -> Result<()> {
+        let db = self.client.database(database);
+
+        let result = db.run_command(command, None).await.map_err(|err| {
+            SinkError::Mongodb(anyhow!(err).context(format!(
+                "sending bulk write command failed, database: {}",
+                database
+            )))
+        })?;
+
+        if let Ok(write_errors) = result.get_array("writeErrors") {
+            return Err(SinkError::Mongodb(anyhow!(
+                "bulk write respond with write errors: {:?}",
+                write_errors,
+            )));
+        }
+
+        let n = result.get_i32("n").map_err(|err| {
+            SinkError::Mongodb(
+                anyhow!(err).context("can't extract field n from bulk write response"),
+            )
+        })?;
+        if n < 1 {
+            return Err(SinkError::Mongodb(anyhow!(
+                "bulk write respond with an abnormal state, n = {}",
+                n
+            )));
+        }
+
+        Ok(())
+    }
+}
diff --git a/src/connector/src/sink/mqtt.rs b/src/connector/src/sink/mqtt.rs
index 83f4c26ffe96b..d9dfdbe03b21b 100644
--- a/src/connector/src/sink/mqtt.rs
+++ b/src/connector/src/sink/mqtt.rs
@@ -12,7 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 use core::fmt::Debug;
-use std::collections::HashMap;
+use std::collections::BTreeMap;
 use std::sync::atomic::AtomicBool;
 use std::sync::Arc;
 
@@ -128,7 +128,7 @@ pub struct MqttSinkWriter {
 
 /// Basic data types for use with the mqtt interface
 impl MqttConfig {
-    pub fn from_hashmap(values: HashMap<String, String>) -> Result<Self> {
+    pub fn from_btreemap(values: BTreeMap<String, String>) -> Result<Self> {
         let config = serde_json::from_value::<MqttConfig>(serde_json::to_value(values).unwrap())
             .map_err(|e| SinkError::Config(anyhow!(e)))?;
         if config.r#type != SINK_TYPE_APPEND_ONLY {
@@ -146,7 +146,7 @@ impl TryFrom<SinkParam> for MqttSink {
 
     fn try_from(param: SinkParam) -> std::result::Result<Self, Self::Error> {
         let schema = param.schema();
-        let config = MqttConfig::from_hashmap(param.properties)?;
+        let config = MqttConfig::from_btreemap(param.properties)?;
         Ok(Self {
             config,
             schema,
@@ -165,11 +165,10 @@ impl Sink for MqttSink {
 
     const SINK_NAME: &'static str = MQTT_SINK;
 
-    fn is_sink_decouple(desc: &SinkDesc, user_specified: &SinkDecouple) -> Result<bool> {
+    fn is_sink_decouple(_desc: &SinkDesc, user_specified: &SinkDecouple) -> Result<bool> {
         match user_specified {
-            SinkDecouple::Default => Ok(desc.sink_type.is_append_only()),
+            SinkDecouple::Default | SinkDecouple::Enable => Ok(true),
             SinkDecouple::Disable => Ok(false),
-            SinkDecouple::Enable => Ok(true),
         }
     }
 
diff --git a/src/connector/src/sink/nats.rs b/src/connector/src/sink/nats.rs
index bbf0c4a6b1a9c..471ce61298417 100644
--- a/src/connector/src/sink/nats.rs
+++ b/src/connector/src/sink/nats.rs
@@ -12,10 +12,13 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 use core::fmt::Debug;
-use std::collections::HashMap;
+use core::future::IntoFuture;
+use std::collections::BTreeMap;
 
 use anyhow::{anyhow, Context as _};
 use async_nats::jetstream::context::Context;
+use futures::prelude::TryFuture;
+use futures::FutureExt;
 use risingwave_common::array::StreamChunk;
 use risingwave_common::catalog::Schema;
 use risingwave_common::session_config::sink_decouple::SinkDecouple;
@@ -38,6 +41,7 @@ use crate::sink::writer::{
 use crate::sink::{Result, Sink, SinkError, SinkParam, SINK_TYPE_APPEND_ONLY};
 
 pub const NATS_SINK: &str = "nats";
+const NATS_SEND_FUTURE_BUFFER_MAX_SIZE: usize = 65536;
 
 #[serde_as]
 #[derive(Clone, Debug, Deserialize, WithOptions)]
@@ -64,9 +68,11 @@ pub struct NatsSinkWriter {
     json_encoder: JsonEncoder,
 }
 
+pub type NatsSinkDeliveryFuture = impl TryFuture<Ok = (), Error = SinkError> + Unpin + 'static;
+
 /// Basic data types for use with the nats interface
 impl NatsConfig {
-    pub fn from_hashmap(values: HashMap<String, String>) -> Result<Self> {
+    pub fn from_btreemap(values: BTreeMap<String, String>) -> Result<Self> {
         let config = serde_json::from_value::<NatsConfig>(serde_json::to_value(values).unwrap())
             .map_err(|e| SinkError::Config(anyhow!(e)))?;
         if config.r#type != SINK_TYPE_APPEND_ONLY {
@@ -84,7 +90,7 @@ impl TryFrom<SinkParam> for NatsSink {
 
     fn try_from(param: SinkParam) -> std::result::Result<Self, Self::Error> {
         let schema = param.schema();
-        let config = NatsConfig::from_hashmap(param.properties)?;
+        let config = NatsConfig::from_btreemap(param.properties)?;
         Ok(Self {
             config,
             schema,
@@ -99,11 +105,10 @@ impl Sink for NatsSink {
 
     const SINK_NAME: &'static str = NATS_SINK;
 
-    fn is_sink_decouple(desc: &SinkDesc, user_specified: &SinkDecouple) -> Result<bool> {
+    fn is_sink_decouple(_desc: &SinkDesc, user_specified: &SinkDecouple) -> Result<bool> {
         match user_specified {
-            SinkDecouple::Default => Ok(desc.sink_type.is_append_only()),
+            SinkDecouple::Default | SinkDecouple::Enable => Ok(true),
             SinkDecouple::Disable => Ok(false),
-            SinkDecouple::Enable => Ok(true),
         }
     }
 
@@ -123,7 +128,7 @@ impl Sink for NatsSink {
         Ok(
             NatsSinkWriter::new(self.config.clone(), self.schema.clone())
                 .await?
-                .into_log_sinker(usize::MAX),
+                .into_log_sinker(NATS_SEND_FUTURE_BUFFER_MAX_SIZE),
         )
     }
 }
@@ -149,34 +154,39 @@ impl NatsSinkWriter {
             ),
         })
     }
-
-    async fn append_only(&mut self, chunk: StreamChunk) -> Result<()> {
-        Retry::spawn(
-            ExponentialBackoff::from_millis(100).map(jitter).take(3),
-            || async {
-                let data = chunk_to_json(chunk.clone(), &self.json_encoder).unwrap();
-                for item in data {
-                    self.context
-                        .publish(self.config.common.subject.clone(), item.into())
-                        .await
-                        .context("nats sink error")
-                        .map_err(SinkError::Nats)?;
-                }
-                Ok::<_, SinkError>(())
-            },
-        )
-        .await
-        .context("nats sink error")
-        .map_err(SinkError::Nats)
-    }
 }
 
 impl AsyncTruncateSinkWriter for NatsSinkWriter {
+    type DeliveryFuture = NatsSinkDeliveryFuture;
+
     async fn write_chunk<'a>(
         &'a mut self,
         chunk: StreamChunk,
-        _add_future: DeliveryFutureManagerAddFuture<'a, Self::DeliveryFuture>,
+        mut add_future: DeliveryFutureManagerAddFuture<'a, Self::DeliveryFuture>,
     ) -> Result<()> {
-        self.append_only(chunk).await
+        let mut data = chunk_to_json(chunk, &self.json_encoder).unwrap();
+        for item in &mut data {
+            let publish_ack_future = Retry::spawn(
+                ExponentialBackoff::from_millis(100).map(jitter).take(3),
+                || async {
+                    self.context
+                        .publish(self.config.common.subject.clone(), item.clone().into())
+                        .await
+                        .context("nats sink error")
+                        .map_err(SinkError::Nats)
+                },
+            )
+            .await
+            .context("nats sink error")
+            .map_err(SinkError::Nats)?;
+            let future = publish_ack_future.into_future().map(|result| {
+                result
+                    .context("Nats sink error")
+                    .map_err(SinkError::Nats)
+                    .map(|_| ())
+            });
+            add_future.add_future_may_await(future).await?;
+        }
+        Ok(())
     }
 }
diff --git a/src/connector/src/sink/pulsar.rs b/src/connector/src/sink/pulsar.rs
index 0a451073dc42b..3f016ad94946d 100644
--- a/src/connector/src/sink/pulsar.rs
+++ b/src/connector/src/sink/pulsar.rs
@@ -12,7 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::HashMap;
+use std::collections::BTreeMap;
 use std::fmt::Debug;
 use std::time::Duration;
 
@@ -127,7 +127,7 @@ pub struct PulsarConfig {
 }
 
 impl PulsarConfig {
-    pub fn from_hashmap(values: HashMap<String, String>) -> Result<Self> {
+    pub fn from_btreemap(values: BTreeMap<String, String>) -> Result<Self> {
         let config = serde_json::from_value::<PulsarConfig>(serde_json::to_value(values).unwrap())
             .map_err(|e| SinkError::Config(anyhow!(e)))?;
 
@@ -150,7 +150,7 @@ impl TryFrom<SinkParam> for PulsarSink {
 
     fn try_from(param: SinkParam) -> std::result::Result<Self, Self::Error> {
         let schema = param.schema();
-        let config = PulsarConfig::from_hashmap(param.properties)?;
+        let config = PulsarConfig::from_btreemap(param.properties)?;
         Ok(Self {
             config,
             schema,
@@ -170,11 +170,10 @@ impl Sink for PulsarSink {
 
     const SINK_NAME: &'static str = PULSAR_SINK;
 
-    fn is_sink_decouple(desc: &SinkDesc, user_specified: &SinkDecouple) -> Result<bool> {
+    fn is_sink_decouple(_desc: &SinkDesc, user_specified: &SinkDecouple) -> Result<bool> {
         match user_specified {
-            SinkDecouple::Default => Ok(desc.sink_type.is_append_only()),
+            SinkDecouple::Default | SinkDecouple::Enable => Ok(true),
             SinkDecouple::Disable => Ok(false),
-            SinkDecouple::Enable => Ok(true),
         }
     }
 
diff --git a/src/connector/src/sink/redis.rs b/src/connector/src/sink/redis.rs
index 9333e5951d490..9d6a33d5131a4 100644
--- a/src/connector/src/sink/redis.rs
+++ b/src/connector/src/sink/redis.rs
@@ -12,7 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::{HashMap, HashSet};
+use std::collections::{BTreeMap, HashSet};
 
 use anyhow::anyhow;
 use async_trait::async_trait;
@@ -150,7 +150,7 @@ pub struct RedisConfig {
 }
 
 impl RedisConfig {
-    pub fn from_hashmap(properties: HashMap<String, String>) -> Result<Self> {
+    pub fn from_btreemap(properties: BTreeMap<String, String>) -> Result<Self> {
         let config =
             serde_json::from_value::<RedisConfig>(serde_json::to_value(properties).unwrap())
                 .map_err(|e| SinkError::Config(anyhow!(e)))?;
@@ -178,7 +178,7 @@ impl TryFrom<SinkParam> for RedisSink {
                 "Redis Sink Primary Key must be specified."
             )));
         }
-        let config = RedisConfig::from_hashmap(param.properties.clone())?;
+        let config = RedisConfig::from_btreemap(param.properties.clone())?;
         Ok(Self {
             config,
             schema: param.schema(),
@@ -378,7 +378,6 @@ impl AsyncTruncateSinkWriter for RedisSinkWriter {
 #[cfg(test)]
 mod test {
     use core::panic;
-    use std::collections::BTreeMap;
 
     use rdkafka::message::FromBytes;
     use risingwave_common::array::{Array, I32Array, Op, Utf8Array};
diff --git a/src/connector/src/sink/remote.rs b/src/connector/src/sink/remote.rs
index 4e39a541df728..863ca02f69d59 100644
--- a/src/connector/src/sink/remote.rs
+++ b/src/connector/src/sink/remote.rs
@@ -12,7 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::{HashMap, VecDeque};
+use std::collections::{BTreeMap, VecDeque};
 use std::marker::PhantomData;
 use std::ops::Deref;
 use std::pin::pin;
@@ -58,7 +58,7 @@ use tokio::task::spawn_blocking;
 use tokio_stream::wrappers::ReceiverStream;
 use tracing::warn;
 
-use super::elasticsearch::{StreamChunkConverter, ES_OPTION_DELIMITER};
+use super::elasticsearch::{is_es_sink, StreamChunkConverter, ES_OPTION_DELIMITER};
 use crate::error::ConnectorResult;
 use crate::sink::catalog::desc::SinkDesc;
 use crate::sink::coordinate::CoordinatedSinkWriter;
@@ -73,6 +73,7 @@ macro_rules! def_remote_sink {
     () => {
         def_remote_sink! {
             { ElasticSearch, ElasticSearchSink, "elasticsearch" }
+            { Opensearch, OpensearchSink, "opensearch"}
             { Cassandra, CassandraSink, "cassandra" }
             { Jdbc, JdbcSink, "jdbc", |desc| {
                 desc.sink_type.is_append_only()
@@ -164,7 +165,7 @@ impl<R: RemoteSinkTrait> Sink for RemoteSink<R> {
 }
 
 async fn validate_remote_sink(param: &SinkParam, sink_name: &str) -> ConnectorResult<()> {
-    if sink_name == ElasticSearchSink::SINK_NAME
+    if is_es_sink(sink_name)
         && param.downstream_pk.len() > 1
         && !param.properties.contains_key(ES_OPTION_DELIMITER)
     {
@@ -189,7 +190,7 @@ async fn validate_remote_sink(param: &SinkParam, sink_name: &str) -> ConnectorRe
                     | DataType::Jsonb
                     | DataType::Bytea => Ok(()),
             DataType::List(list) => {
-                if (sink_name==ElasticSearchSink::SINK_NAME) | matches!(list.as_ref(), DataType::Int16 | DataType::Int32 | DataType::Int64 | DataType::Float32 | DataType::Float64 | DataType::Varchar){
+                if is_es_sink(sink_name) || matches!(list.as_ref(), DataType::Int16 | DataType::Int32 | DataType::Int64 | DataType::Float32 | DataType::Float64 | DataType::Varchar){
                     Ok(())
                 } else{
                     Err(SinkError::Remote(anyhow!(
@@ -200,7 +201,7 @@ async fn validate_remote_sink(param: &SinkParam, sink_name: &str) -> ConnectorRe
                 }
             },
             DataType::Struct(_) => {
-                if sink_name==ElasticSearchSink::SINK_NAME{
+                if is_es_sink(sink_name){
                     Ok(())
                 }else{
                     Err(SinkError::Remote(anyhow!(
@@ -263,7 +264,7 @@ impl RemoteLogSinker {
         sink_name: &str,
     ) -> Result<Self> {
         let sink_proto = sink_param.to_proto();
-        let payload_schema = if sink_name == ElasticSearchSink::SINK_NAME {
+        let payload_schema = if is_es_sink(sink_name) {
             let columns = vec![
                 ColumnDesc::unnamed(ColumnId::from(0), DataType::Varchar).to_protobuf(),
                 ColumnDesc::unnamed(ColumnId::from(1), DataType::Varchar).to_protobuf(),
@@ -301,7 +302,7 @@ impl RemoteLogSinker {
 
 #[async_trait]
 impl LogSinker for RemoteLogSinker {
-    async fn consume_log_and_sink(self, log_reader: &mut impl SinkLogReader) -> Result<()> {
+    async fn consume_log_and_sink(self, log_reader: &mut impl SinkLogReader) -> Result<!> {
         let mut request_tx = self.request_sender;
         let mut response_err_stream_rx = self.response_stream;
         let sink_metrics = self.sink_metrics;
@@ -313,7 +314,7 @@ impl LogSinker for RemoteLogSinker {
                 let result = response_err_stream_rx
                     .stream
                     .try_next()
-                    .instrument_await("Wait Response Stream")
+                    .instrument_await("log_sinker_wait_next_response")
                     .await;
                 match result {
                     Ok(Some(response)) => {
@@ -368,20 +369,12 @@ impl LogSinker for RemoteLogSinker {
             let mut sent_offset_queue: VecDeque<(TruncateOffset, Option<Instant>)> =
                 VecDeque::new();
 
-            let mut curr_epoch = 0;
-
             loop {
                 let either_result: futures::future::Either<
                     Option<SinkWriterStreamResponse>,
                     LogStoreResult<(u64, LogStoreReadItem)>,
                 > = drop_either_future(
-                    select(
-                        pin!(response_rx.recv()),
-                        pin!(log_reader
-                            .next_item()
-                            .instrument_await(format!("Wait Next Item: {}", curr_epoch))),
-                    )
-                    .await,
+                    select(pin!(response_rx.recv()), pin!(log_reader.next_item())).await,
                 );
                 match either_result {
                     futures::future::Either::Left(opt) => {
@@ -435,7 +428,6 @@ impl LogSinker for RemoteLogSinker {
                     }
                     futures::future::Either::Right(result) => {
                         let (epoch, item): (u64, LogStoreReadItem) = result?;
-                        curr_epoch = epoch;
 
                         match item {
                             LogStoreReadItem::StreamChunk { chunk, chunk_id } => {
@@ -456,8 +448,7 @@ impl LogSinker for RemoteLogSinker {
                                         chunk,
                                     })
                                     .instrument_await(format!(
-                                        "Send Chunk Request: {} {}",
-                                        curr_epoch, chunk_id
+                                        "log_sinker_send_chunk (chunk {chunk_id})"
                                     ))
                                     .await?;
                                 prev_offset = Some(offset);
@@ -473,15 +464,16 @@ impl LogSinker for RemoteLogSinker {
                                     let start_time = Instant::now();
                                     request_tx
                                         .barrier(epoch, true)
-                                        .instrument_await(format!("Commit: {}", curr_epoch))
+                                        .instrument_await(format!(
+                                            "log_sinker_commit_checkpoint (epoch {epoch})"
+                                        ))
                                         .await?;
                                     Some(start_time)
                                 } else {
                                     request_tx
                                         .barrier(epoch, false)
                                         .instrument_await(format!(
-                                            "Send Barrier Request: {}",
-                                            curr_epoch
+                                            "log_sinker_send_barrier (epoch {epoch})"
                                         ))
                                         .await?;
                                     None
@@ -559,7 +551,7 @@ impl<R: RemoteSinkTrait> Sink for CoordinatedRemoteSink<R> {
 
 pub struct CoordinatedRemoteSinkWriter {
     #[expect(dead_code)]
-    properties: HashMap<String, String>,
+    properties: BTreeMap<String, String>,
     epoch: Option<u64>,
     batch_id: u64,
     stream_handle: SinkWriterStreamHandle<JniSinkWriterStreamRequest>,
@@ -589,7 +581,7 @@ impl CoordinatedRemoteSinkWriter {
     ) -> CoordinatedRemoteSinkWriter {
         use futures::StreamExt;
 
-        let properties = HashMap::from([("output.path".to_string(), "/tmp/rw".to_string())]);
+        let properties = BTreeMap::from([("output.path".to_string(), "/tmp/rw".to_string())]);
 
         let stream_handle = SinkWriterStreamHandle::for_test(
             request_sender,
diff --git a/src/connector/src/sink/snowflake.rs b/src/connector/src/sink/snowflake.rs
index 7ea4af56b28f3..f08519e3e8da6 100644
--- a/src/connector/src/sink/snowflake.rs
+++ b/src/connector/src/sink/snowflake.rs
@@ -12,7 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::HashMap;
+use std::collections::{BTreeMap, HashMap};
 use std::fmt::Write;
 use std::sync::Arc;
 
@@ -107,7 +107,7 @@ pub struct SnowflakeConfig {
 }
 
 impl SnowflakeConfig {
-    pub fn from_hashmap(properties: HashMap<String, String>) -> Result<Self> {
+    pub fn from_btreemap(properties: BTreeMap<String, String>) -> Result<Self> {
         let config =
             serde_json::from_value::<SnowflakeConfig>(serde_json::to_value(properties).unwrap())
                 .map_err(|e| SinkError::Config(anyhow!(e)))?;
@@ -154,7 +154,7 @@ impl TryFrom<SinkParam> for SnowflakeSink {
 
     fn try_from(param: SinkParam) -> std::result::Result<Self, Self::Error> {
         let schema = param.schema();
-        let config = SnowflakeConfig::from_hashmap(param.properties)?;
+        let config = SnowflakeConfig::from_btreemap(param.properties)?;
         Ok(SnowflakeSink {
             config,
             schema,
diff --git a/src/connector/src/sink/snowflake_connector.rs b/src/connector/src/sink/snowflake_connector.rs
index 3adaa43bb5aa6..bfd2458900294 100644
--- a/src/connector/src/sink/snowflake_connector.rs
+++ b/src/connector/src/sink/snowflake_connector.rs
@@ -18,6 +18,7 @@ use std::time::{SystemTime, UNIX_EPOCH};
 
 use anyhow::{anyhow, Context};
 use jsonwebtoken::{encode, Algorithm, EncodingKey, Header};
+use object_metrics::GLOBAL_OBJECT_STORE_METRICS;
 use reqwest::{header, Client, RequestBuilder, StatusCode};
 use risingwave_object_store::object::*;
 use serde::{Deserialize, Serialize};
@@ -197,11 +198,13 @@ impl SnowflakeS3Client {
         // FIXME: we should use the `ObjectStoreConfig` instead of default
         // just use default configuration here for opendal s3 engine
         let config = ObjectStoreConfig::default();
+        let metrics = Arc::new(GLOBAL_OBJECT_STORE_METRICS.clone());
 
         // create the s3 engine for streaming upload to the intermediate s3 bucket
         let opendal_s3_engine = OpendalObjectStore::new_s3_engine_with_credentials(
             &s3_bucket,
             Arc::new(config),
+            metrics,
             &aws_access_key_id,
             &aws_secret_access_key,
             &aws_region,
diff --git a/src/connector/src/sink/sqlserver.rs b/src/connector/src/sink/sqlserver.rs
new file mode 100644
index 0000000000000..acdad3c47627e
--- /dev/null
+++ b/src/connector/src/sink/sqlserver.rs
@@ -0,0 +1,649 @@
+// Copyright 2024 RisingWave Labs
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+use std::collections::{BTreeMap, HashMap};
+use std::sync::Arc;
+
+use anyhow::anyhow;
+use async_trait::async_trait;
+use risingwave_common::array::{Op, RowRef, StreamChunk};
+use risingwave_common::buffer::Bitmap;
+use risingwave_common::catalog::Schema;
+use risingwave_common::row::{OwnedRow, Row};
+use risingwave_common::types::{DataType, Decimal};
+use serde_derive::Deserialize;
+use serde_with::{serde_as, DisplayFromStr};
+use simd_json::prelude::ArrayTrait;
+use tiberius::numeric::Numeric;
+use tiberius::{AuthMethod, Client, ColumnData, Config, Query};
+use tokio::net::TcpStream;
+use tokio_util::compat::TokioAsyncWriteCompatExt;
+use with_options::WithOptions;
+
+use super::{SinkError, SINK_TYPE_APPEND_ONLY, SINK_TYPE_OPTION, SINK_TYPE_UPSERT};
+use crate::sink::writer::{LogSinkerOf, SinkWriter, SinkWriterExt};
+use crate::sink::{DummySinkCommitCoordinator, Result, Sink, SinkParam, SinkWriterParam};
+
+pub const SQLSERVER_SINK: &str = "sqlserver";
+
+fn default_max_batch_rows() -> usize {
+    1024
+}
+
+#[serde_as]
+#[derive(Clone, Debug, Deserialize, WithOptions)]
+pub struct SqlServerConfig {
+    #[serde(rename = "sqlserver.host")]
+    pub host: String,
+    #[serde(rename = "sqlserver.port")]
+    #[serde_as(as = "DisplayFromStr")]
+    pub port: u16,
+    #[serde(rename = "sqlserver.user")]
+    pub user: String,
+    #[serde(rename = "sqlserver.password")]
+    pub password: String,
+    #[serde(rename = "sqlserver.database")]
+    pub database: String,
+    #[serde(rename = "sqlserver.table")]
+    pub table: String,
+    #[serde(
+        rename = "sqlserver.max_batch_rows",
+        default = "default_max_batch_rows"
+    )]
+    #[serde_as(as = "DisplayFromStr")]
+    pub max_batch_rows: usize,
+    pub r#type: String, // accept "append-only" or "upsert"
+}
+
+impl SqlServerConfig {
+    pub fn from_btreemap(properties: BTreeMap<String, String>) -> Result<Self> {
+        let config =
+            serde_json::from_value::<SqlServerConfig>(serde_json::to_value(properties).unwrap())
+                .map_err(|e| SinkError::Config(anyhow!(e)))?;
+        if config.r#type != SINK_TYPE_APPEND_ONLY && config.r#type != SINK_TYPE_UPSERT {
+            return Err(SinkError::Config(anyhow!(
+                "`{}` must be {}, or {}",
+                SINK_TYPE_OPTION,
+                SINK_TYPE_APPEND_ONLY,
+                SINK_TYPE_UPSERT
+            )));
+        }
+        Ok(config)
+    }
+}
+
+#[derive(Debug)]
+pub struct SqlServerSink {
+    pub config: SqlServerConfig,
+    schema: Schema,
+    pk_indices: Vec<usize>,
+    is_append_only: bool,
+}
+
+impl SqlServerSink {
+    pub fn new(
+        mut config: SqlServerConfig,
+        schema: Schema,
+        pk_indices: Vec<usize>,
+        is_append_only: bool,
+    ) -> Result<Self> {
+        // Rewrite config because tiberius allows a maximum of 2100 params in one query request.
+        const TIBERIUS_PARAM_MAX: usize = 2000;
+        let params_per_op = schema.fields().len();
+        let tiberius_max_batch_rows = if params_per_op == 0 {
+            config.max_batch_rows
+        } else {
+            ((TIBERIUS_PARAM_MAX as f64 / params_per_op as f64).floor()) as usize
+        };
+        if tiberius_max_batch_rows == 0 {
+            return Err(SinkError::SqlServer(anyhow!(format!(
+                "too many column {}",
+                params_per_op
+            ))));
+        }
+        config.max_batch_rows = std::cmp::min(config.max_batch_rows, tiberius_max_batch_rows);
+        Ok(Self {
+            config,
+            schema,
+            pk_indices,
+            is_append_only,
+        })
+    }
+}
+
+impl TryFrom<SinkParam> for SqlServerSink {
+    type Error = SinkError;
+
+    fn try_from(param: SinkParam) -> std::result::Result<Self, Self::Error> {
+        let schema = param.schema();
+        let config = SqlServerConfig::from_btreemap(param.properties)?;
+        SqlServerSink::new(
+            config,
+            schema,
+            param.downstream_pk,
+            param.sink_type.is_append_only(),
+        )
+    }
+}
+
+impl Sink for SqlServerSink {
+    type Coordinator = DummySinkCommitCoordinator;
+    type LogSinker = LogSinkerOf<SqlServerSinkWriter>;
+
+    const SINK_NAME: &'static str = SQLSERVER_SINK;
+
+    async fn validate(&self) -> Result<()> {
+        if !self.is_append_only && self.pk_indices.is_empty() {
+            return Err(SinkError::Config(anyhow!(
+                "Primary key not defined for upsert SQL Server sink (please define in `primary_key` field)")));
+        }
+
+        for f in self.schema.fields() {
+            check_data_type_compatibility(&f.data_type)?;
+        }
+
+        // Query table metadata from SQL Server.
+        let mut sql_server_table_metadata = HashMap::new();
+        let mut sql_client = SqlClient::new(&self.config).await?;
+        let query_table_metadata_error = || {
+            SinkError::SqlServer(anyhow!(format!(
+                "SQL Server table {} metadata error",
+                self.config.table
+            )))
+        };
+        static QUERY_TABLE_METADATA: &str = r#"
+SELECT
+    col.name AS ColumnName,
+    pk.index_id AS PkIndex
+FROM
+    sys.columns col
+LEFT JOIN
+    sys.index_columns ic ON ic.object_id = col.object_id AND ic.column_id = col.column_id
+LEFT JOIN
+    sys.indexes pk ON pk.object_id = col.object_id AND pk.index_id = ic.index_id AND pk.is_primary_key = 1
+WHERE
+    col.object_id = OBJECT_ID(@P1)
+ORDER BY
+    col.column_id;"#;
+        let rows = sql_client
+            .client
+            .query(QUERY_TABLE_METADATA, &[&self.config.table])
+            .await?
+            .into_results()
+            .await?;
+        for row in rows.into_iter().flatten() {
+            let mut iter = row.into_iter();
+            let ColumnData::String(Some(col_name)) =
+                iter.next().ok_or_else(query_table_metadata_error)?
+            else {
+                return Err(query_table_metadata_error());
+            };
+            let ColumnData::I32(col_pk_index) =
+                iter.next().ok_or_else(query_table_metadata_error)?
+            else {
+                return Err(query_table_metadata_error());
+            };
+            sql_server_table_metadata.insert(col_name.into_owned(), col_pk_index.is_some());
+        }
+
+        // Validate Column name and Primary Key
+        for (idx, col) in self.schema.fields().iter().enumerate() {
+            let rw_is_pk = self.pk_indices.contains(&idx);
+            match sql_server_table_metadata.get(&col.name) {
+                None => {
+                    return Err(SinkError::SqlServer(anyhow!(format!(
+                        "column {} not found in the downstream SQL Server table {}",
+                        col.name, self.config.table
+                    ))));
+                }
+                Some(sql_server_is_pk) => {
+                    if self.is_append_only {
+                        continue;
+                    }
+                    if rw_is_pk && !*sql_server_is_pk {
+                        return Err(SinkError::SqlServer(anyhow!(format!(
+                            "column {} specified in primary_key mismatches with the downstream SQL Server table {} PK",
+                            col.name, self.config.table,
+                        ))));
+                    }
+                    if !rw_is_pk && *sql_server_is_pk {
+                        return Err(SinkError::SqlServer(anyhow!(format!(
+                            "column {} unspecified in primary_key mismatches with the downstream SQL Server table {} PK",
+                            col.name, self.config.table,
+                        ))));
+                    }
+                }
+            }
+        }
+
+        if !self.is_append_only {
+            let sql_server_pk_count = sql_server_table_metadata
+                .values()
+                .filter(|is_pk| **is_pk)
+                .count();
+            if sql_server_pk_count != self.pk_indices.len() {
+                return Err(SinkError::SqlServer(anyhow!(format!(
+                    "primary key does not match between RisingWave sink ({}) and SQL Server table {} ({})",
+                    self.pk_indices.len(),
+                    self.config.table,
+                    sql_server_pk_count,
+                ))));
+            }
+        }
+
+        Ok(())
+    }
+
+    async fn new_log_sinker(&self, writer_param: SinkWriterParam) -> Result<Self::LogSinker> {
+        Ok(SqlServerSinkWriter::new(
+            self.config.clone(),
+            self.schema.clone(),
+            self.pk_indices.clone(),
+            self.is_append_only,
+        )
+        .await?
+        .into_log_sinker(writer_param.sink_metrics))
+    }
+}
+
+enum SqlOp {
+    Insert(OwnedRow),
+    Merge(OwnedRow),
+    Delete(OwnedRow),
+}
+
+pub struct SqlServerSinkWriter {
+    config: SqlServerConfig,
+    schema: Schema,
+    pk_indices: Vec<usize>,
+    is_append_only: bool,
+    sql_client: SqlClient,
+    ops: Vec<SqlOp>,
+}
+
+impl SqlServerSinkWriter {
+    async fn new(
+        config: SqlServerConfig,
+        schema: Schema,
+        pk_indices: Vec<usize>,
+        is_append_only: bool,
+    ) -> Result<Self> {
+        let sql_client = SqlClient::new(&config).await?;
+        let writer = Self {
+            config,
+            schema,
+            pk_indices,
+            is_append_only,
+            sql_client,
+            ops: vec![],
+        };
+        Ok(writer)
+    }
+
+    async fn delete_one(&mut self, row: RowRef<'_>) -> Result<()> {
+        if self.ops.len() + 1 >= self.config.max_batch_rows {
+            self.flush().await?;
+        }
+        self.ops.push(SqlOp::Delete(row.into_owned_row()));
+        Ok(())
+    }
+
+    async fn upsert_one(&mut self, row: RowRef<'_>) -> Result<()> {
+        if self.ops.len() + 1 >= self.config.max_batch_rows {
+            self.flush().await?;
+        }
+        self.ops.push(SqlOp::Merge(row.into_owned_row()));
+        Ok(())
+    }
+
+    async fn insert_one(&mut self, row: RowRef<'_>) -> Result<()> {
+        if self.ops.len() + 1 >= self.config.max_batch_rows {
+            self.flush().await?;
+        }
+        self.ops.push(SqlOp::Insert(row.into_owned_row()));
+        Ok(())
+    }
+
+    async fn flush(&mut self) -> Result<()> {
+        use std::fmt::Write;
+        if self.ops.is_empty() {
+            return Ok(());
+        }
+        let mut query_str = String::new();
+        let col_num = self.schema.fields.len();
+        let mut next_param_id = 1;
+        let non_pk_col_indices = (0..col_num)
+            .filter(|idx| !self.pk_indices.contains(idx))
+            .collect::<Vec<usize>>();
+        let all_col_names = self
+            .schema
+            .fields
+            .iter()
+            .map(|f| format!("[{}]", f.name))
+            .collect::<Vec<_>>()
+            .join(",");
+        let all_source_col_names = self
+            .schema
+            .fields
+            .iter()
+            .map(|f| format!("[SOURCE].[{}]", f.name))
+            .collect::<Vec<_>>()
+            .join(",");
+        let pk_match = self
+            .pk_indices
+            .iter()
+            .map(|idx| {
+                format!(
+                    "[SOURCE].[{}]=[TARGET].[{}]",
+                    &self.schema[*idx].name, &self.schema[*idx].name
+                )
+            })
+            .collect::<Vec<_>>()
+            .join(" AND ");
+        let param_placeholders = |param_id: &mut usize| {
+            let params = (*param_id..(*param_id + col_num))
+                .map(|i| format!("@P{}", i))
+                .collect::<Vec<_>>()
+                .join(",");
+            *param_id += col_num;
+            params
+        };
+        let set_all_source_col = non_pk_col_indices
+            .iter()
+            .map(|idx| {
+                format!(
+                    "[{}]=[SOURCE].[{}]",
+                    &self.schema[*idx].name, &self.schema[*idx].name
+                )
+            })
+            .collect::<Vec<_>>()
+            .join(",");
+        // TODO: avoid repeating the SQL
+        for op in &self.ops {
+            match op {
+                SqlOp::Insert(_) => {
+                    write!(
+                        &mut query_str,
+                        "INSERT INTO [{}] ({}) VALUES ({});",
+                        self.config.table,
+                        all_col_names,
+                        param_placeholders(&mut next_param_id),
+                    )
+                    .unwrap();
+                }
+                SqlOp::Merge(_) => {
+                    write!(
+                        &mut query_str,
+                        r#"MERGE [{}] AS [TARGET]
+                        USING (VALUES ({})) AS [SOURCE] ({})
+                        ON {}
+                        WHEN MATCHED THEN UPDATE SET {}
+                        WHEN NOT MATCHED THEN INSERT ({}) VALUES ({});"#,
+                        self.config.table,
+                        param_placeholders(&mut next_param_id),
+                        all_col_names,
+                        pk_match,
+                        set_all_source_col,
+                        all_col_names,
+                        all_source_col_names,
+                    )
+                    .unwrap();
+                }
+                SqlOp::Delete(_) => {
+                    write!(
+                        &mut query_str,
+                        r#"DELETE FROM [{}] WHERE {};"#,
+                        self.config.table,
+                        self.pk_indices
+                            .iter()
+                            .map(|idx| {
+                                let condition =
+                                    format!("[{}]=@P{}", self.schema[*idx].name, next_param_id);
+                                next_param_id += 1;
+                                condition
+                            })
+                            .collect::<Vec<_>>()
+                            .join(" AND "),
+                    )
+                    .unwrap();
+                }
+            }
+        }
+
+        let mut query = Query::new(query_str);
+        for op in self.ops.drain(..) {
+            match op {
+                SqlOp::Insert(row) => {
+                    bind_params(&mut query, row, &self.schema, 0..col_num)?;
+                }
+                SqlOp::Merge(row) => {
+                    bind_params(&mut query, row, &self.schema, 0..col_num)?;
+                }
+                SqlOp::Delete(row) => {
+                    bind_params(
+                        &mut query,
+                        row,
+                        &self.schema,
+                        self.pk_indices.iter().copied(),
+                    )?;
+                }
+            }
+        }
+        query.execute(&mut self.sql_client.client).await?;
+        Ok(())
+    }
+}
+
+#[async_trait]
+impl SinkWriter for SqlServerSinkWriter {
+    async fn begin_epoch(&mut self, _epoch: u64) -> Result<()> {
+        Ok(())
+    }
+
+    async fn write_batch(&mut self, chunk: StreamChunk) -> Result<()> {
+        for (op, row) in chunk.rows() {
+            match op {
+                Op::Insert => {
+                    if self.is_append_only {
+                        self.insert_one(row).await?;
+                    } else {
+                        self.upsert_one(row).await?;
+                    }
+                }
+                Op::UpdateInsert => {
+                    debug_assert!(!self.is_append_only);
+                    self.upsert_one(row).await?;
+                }
+                Op::Delete => {
+                    debug_assert!(!self.is_append_only);
+                    self.delete_one(row).await?;
+                }
+                Op::UpdateDelete => {}
+            }
+        }
+        Ok(())
+    }
+
+    async fn barrier(&mut self, is_checkpoint: bool) -> Result<Self::CommitMetadata> {
+        if is_checkpoint {
+            self.flush().await?;
+        }
+        Ok(())
+    }
+
+    async fn abort(&mut self) -> Result<()> {
+        Ok(())
+    }
+
+    async fn update_vnode_bitmap(&mut self, _vnode_bitmap: Arc<Bitmap>) -> Result<()> {
+        Ok(())
+    }
+}
+
+struct SqlClient {
+    client: Client<tokio_util::compat::Compat<TcpStream>>,
+}
+
+impl SqlClient {
+    async fn new(msconfig: &SqlServerConfig) -> Result<Self> {
+        let mut config = Config::new();
+        config.host(&msconfig.host);
+        config.port(msconfig.port);
+        config.authentication(AuthMethod::sql_server(&msconfig.user, &msconfig.password));
+        config.database(&msconfig.database);
+        config.trust_cert();
+
+        let tcp = TcpStream::connect(config.get_addr()).await.unwrap();
+        tcp.set_nodelay(true).unwrap();
+        let client = Client::connect(config, tcp.compat_write()).await?;
+        Ok(Self { client })
+    }
+}
+
+fn bind_params(
+    query: &mut Query<'_>,
+    row: impl Row,
+    schema: &Schema,
+    col_indices: impl Iterator<Item = usize>,
+) -> Result<()> {
+    use risingwave_common::types::ScalarRefImpl;
+    for col_idx in col_indices {
+        match row.datum_at(col_idx) {
+            Some(data_ref) => match data_ref {
+                ScalarRefImpl::Int16(v) => query.bind(v),
+                ScalarRefImpl::Int32(v) => query.bind(v),
+                ScalarRefImpl::Int64(v) => query.bind(v),
+                ScalarRefImpl::Float32(v) => query.bind(v.into_inner()),
+                ScalarRefImpl::Float64(v) => query.bind(v.into_inner()),
+                ScalarRefImpl::Utf8(v) => query.bind(v.to_owned()),
+                ScalarRefImpl::Bool(v) => query.bind(v),
+                ScalarRefImpl::Decimal(v) => match v {
+                    Decimal::Normalized(d) => {
+                        query.bind(decimal_to_sql(&d));
+                    }
+                    Decimal::NaN | Decimal::PositiveInf | Decimal::NegativeInf => {
+                        tracing::warn!(
+                            "Inf, -Inf, Nan in RisingWave decimal is converted into SQL Server null!"
+                        );
+                        query.bind(None as Option<Numeric>);
+                    }
+                },
+                ScalarRefImpl::Date(v) => query.bind(v.0),
+                ScalarRefImpl::Timestamp(v) => query.bind(v.0),
+                ScalarRefImpl::Timestamptz(v) => query.bind(v.timestamp_micros()),
+                ScalarRefImpl::Time(v) => query.bind(v.0),
+                ScalarRefImpl::Bytea(v) => query.bind(v.to_vec()),
+                ScalarRefImpl::Interval(_) => return Err(data_type_not_supported("Interval")),
+                ScalarRefImpl::Jsonb(_) => return Err(data_type_not_supported("Jsonb")),
+                ScalarRefImpl::Struct(_) => return Err(data_type_not_supported("Struct")),
+                ScalarRefImpl::List(_) => return Err(data_type_not_supported("List")),
+                ScalarRefImpl::Int256(_) => return Err(data_type_not_supported("Int256")),
+                ScalarRefImpl::Serial(_) => return Err(data_type_not_supported("Serial")),
+            },
+            None => match schema[col_idx].data_type {
+                DataType::Boolean => {
+                    query.bind(None as Option<bool>);
+                }
+                DataType::Int16 => {
+                    query.bind(None as Option<i16>);
+                }
+                DataType::Int32 => {
+                    query.bind(None as Option<i32>);
+                }
+                DataType::Int64 => {
+                    query.bind(None as Option<i64>);
+                }
+                DataType::Float32 => {
+                    query.bind(None as Option<f32>);
+                }
+                DataType::Float64 => {
+                    query.bind(None as Option<f64>);
+                }
+                DataType::Decimal => {
+                    query.bind(None as Option<Numeric>);
+                }
+                DataType::Date => {
+                    query.bind(None as Option<chrono::NaiveDate>);
+                }
+                DataType::Time => {
+                    query.bind(None as Option<chrono::NaiveTime>);
+                }
+                DataType::Timestamp => {
+                    query.bind(None as Option<chrono::NaiveDateTime>);
+                }
+                DataType::Timestamptz => {
+                    query.bind(None as Option<i64>);
+                }
+                DataType::Varchar => {
+                    query.bind(None as Option<String>);
+                }
+                DataType::Bytea => {
+                    query.bind(None as Option<Vec<u8>>);
+                }
+                DataType::Interval => return Err(data_type_not_supported("Interval")),
+                DataType::Struct(_) => return Err(data_type_not_supported("Struct")),
+                DataType::List(_) => return Err(data_type_not_supported("List")),
+                DataType::Jsonb => return Err(data_type_not_supported("Jsonb")),
+                DataType::Serial => return Err(data_type_not_supported("Serial")),
+                DataType::Int256 => return Err(data_type_not_supported("Int256")),
+            },
+        };
+    }
+    Ok(())
+}
+
+fn data_type_not_supported(data_type_name: &str) -> SinkError {
+    SinkError::SqlServer(anyhow!(format!(
+        "{data_type_name} is not supported in SQL Server"
+    )))
+}
+
+fn check_data_type_compatibility(data_type: &DataType) -> Result<()> {
+    match data_type {
+        DataType::Boolean
+        | DataType::Int16
+        | DataType::Int32
+        | DataType::Int64
+        | DataType::Float32
+        | DataType::Float64
+        | DataType::Decimal
+        | DataType::Date
+        | DataType::Varchar
+        | DataType::Time
+        | DataType::Timestamp
+        | DataType::Timestamptz
+        | DataType::Bytea => Ok(()),
+        DataType::Interval => Err(data_type_not_supported("Interval")),
+        DataType::Struct(_) => Err(data_type_not_supported("Struct")),
+        DataType::List(_) => Err(data_type_not_supported("List")),
+        DataType::Jsonb => Err(data_type_not_supported("Jsonb")),
+        DataType::Serial => Err(data_type_not_supported("Serial")),
+        DataType::Int256 => Err(data_type_not_supported("Int256")),
+    }
+}
+
+/// The implementation is copied from tiberius crate.
+fn decimal_to_sql(decimal: &rust_decimal::Decimal) -> Numeric {
+    let unpacked = decimal.unpack();
+
+    let mut value = (((unpacked.hi as u128) << 64)
+        + ((unpacked.mid as u128) << 32)
+        + unpacked.lo as u128) as i128;
+
+    if decimal.is_sign_negative() {
+        value = -value;
+    }
+
+    Numeric::new_with_scale(value, decimal.scale() as u8)
+}
diff --git a/src/connector/src/sink/starrocks.rs b/src/connector/src/sink/starrocks.rs
index 7cb34260b803c..64dadf0b89866 100644
--- a/src/connector/src/sink/starrocks.rs
+++ b/src/connector/src/sink/starrocks.rs
@@ -12,7 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::HashMap;
+use std::collections::{BTreeMap, HashMap};
 use std::num::NonZeroU64;
 use std::sync::Arc;
 
@@ -117,7 +117,7 @@ pub struct StarrocksConfig {
 }
 
 impl StarrocksConfig {
-    pub fn from_hashmap(properties: HashMap<String, String>) -> Result<Self> {
+    pub fn from_btreemap(properties: BTreeMap<String, String>) -> Result<Self> {
         let config =
             serde_json::from_value::<StarrocksConfig>(serde_json::to_value(properties).unwrap())
                 .map_err(|e| SinkError::Config(anyhow!(e)))?;
@@ -168,7 +168,7 @@ impl StarrocksSink {
     ) -> Result<()> {
         let rw_fields_name = self.schema.fields();
         if rw_fields_name.len() > starrocks_columns_desc.len() {
-            return Err(SinkError::Starrocks("The length of the RisingWave column must be equal or less to the length of the starrocks column".to_string()));
+            return Err(SinkError::Starrocks("The columns of the sink must be equal to or a superset of the target table's columns.".to_string()));
         }
 
         for i in rw_fields_name {
@@ -398,7 +398,7 @@ impl TryFrom<SinkParam> for StarrocksSink {
 
     fn try_from(param: SinkParam) -> std::result::Result<Self, Self::Error> {
         let schema = param.schema();
-        let config = StarrocksConfig::from_hashmap(param.properties.clone())?;
+        let config = StarrocksConfig::from_btreemap(param.properties.clone())?;
         StarrocksSink::new(param, config, schema)
     }
 }
diff --git a/src/connector/src/sink/trivial.rs b/src/connector/src/sink/trivial.rs
index 60e47949a8fdf..0cfa82c5c4d19 100644
--- a/src/connector/src/sink/trivial.rs
+++ b/src/connector/src/sink/trivial.rs
@@ -75,7 +75,7 @@ impl<T: TrivialSinkName> Sink for TrivialSink<T> {
 
 #[async_trait]
 impl<T: TrivialSinkName> LogSinker for TrivialSink<T> {
-    async fn consume_log_and_sink(self, log_reader: &mut impl SinkLogReader) -> Result<()> {
+    async fn consume_log_and_sink(self, log_reader: &mut impl SinkLogReader) -> Result<!> {
         loop {
             let (epoch, item) = log_reader.next_item().await?;
             match item {
diff --git a/src/connector/src/sink/writer.rs b/src/connector/src/sink/writer.rs
index ba7df74495272..00917f26c4163 100644
--- a/src/connector/src/sink/writer.rs
+++ b/src/connector/src/sink/writer.rs
@@ -126,7 +126,7 @@ impl<W> LogSinkerOf<W> {
 
 #[async_trait]
 impl<W: SinkWriter<CommitMetadata = ()>> LogSinker for LogSinkerOf<W> {
-    async fn consume_log_and_sink(self, log_reader: &mut impl SinkLogReader) -> Result<()> {
+    async fn consume_log_and_sink(self, log_reader: &mut impl SinkLogReader) -> Result<!> {
         let mut sink_writer = self.writer;
         let sink_metrics = self.sink_metrics;
         #[derive(Debug)]
@@ -242,7 +242,7 @@ impl<W: AsyncTruncateSinkWriter> AsyncTruncateLogSinkerOf<W> {
 
 #[async_trait]
 impl<W: AsyncTruncateSinkWriter> LogSinker for AsyncTruncateLogSinkerOf<W> {
-    async fn consume_log_and_sink(mut self, log_reader: &mut impl SinkLogReader) -> Result<()> {
+    async fn consume_log_and_sink(mut self, log_reader: &mut impl SinkLogReader) -> Result<!> {
         loop {
             let select_result = drop_either_future(
                 select(
diff --git a/src/connector/src/source/base.rs b/src/connector/src/source/base.rs
index a4996eabbf82e..1f2444a0db4e7 100644
--- a/src/connector/src/source/base.rs
+++ b/src/connector/src/source/base.rs
@@ -12,7 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::HashMap;
+use std::collections::{BTreeMap, HashMap};
 use std::sync::Arc;
 
 use anyhow::anyhow;
@@ -55,15 +55,18 @@ const SPLIT_TYPE_FIELD: &str = "split_type";
 const SPLIT_INFO_FIELD: &str = "split_info";
 pub const UPSTREAM_SOURCE_KEY: &str = "connector";
 
-pub trait TryFromHashmap: Sized + UnknownFields {
+pub trait TryFromBTreeMap: Sized + UnknownFields {
     /// Used to initialize the source properties from the raw untyped `WITH` options.
-    fn try_from_hashmap(props: HashMap<String, String>, deny_unknown_fields: bool) -> Result<Self>;
+    fn try_from_btreemap(
+        props: BTreeMap<String, String>,
+        deny_unknown_fields: bool,
+    ) -> Result<Self>;
 }
 
 /// Represents `WITH` options for sources.
 ///
 /// Each instance should add a `#[derive(with_options::WithOptions)]` marker.
-pub trait SourceProperties: TryFromHashmap + Clone + WithOptions {
+pub trait SourceProperties: TryFromBTreeMap + Clone + WithOptions {
     const SOURCE_NAME: &'static str;
     type Split: SplitMetaData
         + TryFrom<SplitImpl, Error = crate::error::ConnectorError>
@@ -83,8 +86,11 @@ pub trait UnknownFields {
     fn unknown_fields(&self) -> HashMap<String, String>;
 }
 
-impl<P: DeserializeOwned + UnknownFields> TryFromHashmap for P {
-    fn try_from_hashmap(props: HashMap<String, String>, deny_unknown_fields: bool) -> Result<Self> {
+impl<P: DeserializeOwned + UnknownFields> TryFromBTreeMap for P {
+    fn try_from_btreemap(
+        props: BTreeMap<String, String>,
+        deny_unknown_fields: bool,
+    ) -> Result<Self> {
         let json_value = serde_json::to_value(props)?;
         let res = serde_json::from_value::<P>(json_value)?;
 
@@ -372,12 +378,12 @@ impl ConnectorProperties {
 impl ConnectorProperties {
     /// Creates typed source properties from the raw `WITH` properties.
     ///
-    /// It checks the `connector` field, and them dispatches to the corresponding type's `try_from_hashmap` method.
+    /// It checks the `connector` field, and them dispatches to the corresponding type's `try_from_btreemap` method.
     ///
     /// `deny_unknown_fields`: Since `WITH` options are persisted in meta, we do not deny unknown fields when restoring from
     /// existing data to avoid breaking backwards compatibility. We only deny unknown fields when creating new sources.
     pub fn extract(
-        mut with_properties: HashMap<String, String>,
+        mut with_properties: BTreeMap<String, String>,
         deny_unknown_fields: bool,
     ) -> Result<Self> {
         let connector = with_properties
@@ -386,7 +392,7 @@ impl ConnectorProperties {
         match_source_name_str!(
             connector.to_lowercase().as_str(),
             PropType,
-            PropType::try_from_hashmap(with_properties, deny_unknown_fields)
+            PropType::try_from_btreemap(with_properties, deny_unknown_fields)
                 .map(ConnectorProperties::from),
             |other| bail!("connector '{}' is not supported", other)
         )
@@ -674,7 +680,7 @@ mod tests {
 
     #[test]
     fn test_extract_nexmark_config() {
-        let props: HashMap<String, String> = convert_args!(hashmap!(
+        let props = convert_args!(btreemap!(
             "connector" => "nexmark",
             "nexmark.table.type" => "Person",
             "nexmark.split.num" => "1",
@@ -692,7 +698,7 @@ mod tests {
 
     #[test]
     fn test_extract_kafka_config() {
-        let props: HashMap<String, String> = convert_args!(hashmap!(
+        let props = convert_args!(btreemap!(
             "connector" => "kafka",
             "properties.bootstrap.server" => "b1,b2",
             "topic" => "test",
@@ -702,11 +708,11 @@ mod tests {
 
         let props = ConnectorProperties::extract(props, true).unwrap();
         if let ConnectorProperties::Kafka(k) = props {
-            let hashmap: HashMap<String, String> = hashmap! {
+            let btreemap = btreemap! {
                 "b-1:9092".to_string() => "dns-1".to_string(),
                 "b-2:9092".to_string() => "dns-2".to_string(),
             };
-            assert_eq!(k.privatelink_common.broker_rewrite_map, Some(hashmap));
+            assert_eq!(k.privatelink_common.broker_rewrite_map, Some(btreemap));
         } else {
             panic!("extract kafka config failed");
         }
@@ -714,7 +720,7 @@ mod tests {
 
     #[test]
     fn test_extract_cdc_properties() {
-        let user_props_mysql: HashMap<String, String> = convert_args!(hashmap!(
+        let user_props_mysql = convert_args!(btreemap!(
             "connector" => "mysql-cdc",
             "database.hostname" => "127.0.0.1",
             "database.port" => "3306",
@@ -724,7 +730,7 @@ mod tests {
             "table.name" => "products",
         ));
 
-        let user_props_postgres: HashMap<String, String> = convert_args!(hashmap!(
+        let user_props_postgres = convert_args!(btreemap!(
             "connector" => "postgres-cdc",
             "database.hostname" => "127.0.0.1",
             "database.port" => "5432",
diff --git a/src/connector/src/source/cdc/external/mod.rs b/src/connector/src/source/cdc/external/mod.rs
index aab3dfbee7dfe..528e14bd60229 100644
--- a/src/connector/src/source/cdc/external/mod.rs
+++ b/src/connector/src/source/cdc/external/mod.rs
@@ -13,33 +13,34 @@
 // limitations under the License.
 
 pub mod mock_external_table;
-mod postgres;
+pub mod postgres;
 
 #[cfg(not(madsim))]
 mod maybe_tls_connector;
+pub mod mysql;
 
-use std::collections::HashMap;
+use std::collections::{BTreeMap, HashMap};
 use std::fmt;
 
-use anyhow::Context;
+use anyhow::anyhow;
+use futures::pin_mut;
 use futures::stream::BoxStream;
-use futures::{pin_mut, StreamExt};
 use futures_async_stream::try_stream;
-use itertools::Itertools;
-use mysql_async::prelude::*;
-use mysql_common::params::Params;
-use mysql_common::value::Value;
 use risingwave_common::bail;
-use risingwave_common::catalog::{Schema, OFFSET_COLUMN_NAME};
+use risingwave_common::catalog::{ColumnDesc, Schema};
 use risingwave_common::row::OwnedRow;
-use risingwave_common::types::DataType;
-use risingwave_common::util::iter_util::ZipEqFast;
 use serde_derive::{Deserialize, Serialize};
 
 use crate::error::{ConnectorError, ConnectorResult};
 use crate::parser::mysql_row_to_owned_row;
 use crate::source::cdc::external::mock_external_table::MockExternalTableReader;
-use crate::source::cdc::external::postgres::{PostgresExternalTableReader, PostgresOffset};
+use crate::source::cdc::external::mysql::{
+    MySqlExternalTable, MySqlExternalTableReader, MySqlOffset,
+};
+use crate::source::cdc::external::postgres::{
+    PostgresExternalTable, PostgresExternalTableReader, PostgresOffset,
+};
+use crate::source::cdc::CdcSourceType;
 use crate::WithPropertiesExt;
 
 #[derive(Debug)]
@@ -120,18 +121,6 @@ impl SchemaTableName {
     }
 }
 
-#[derive(Debug, Clone, Default, PartialEq, PartialOrd, Serialize, Deserialize)]
-pub struct MySqlOffset {
-    pub filename: String,
-    pub position: u64,
-}
-
-impl MySqlOffset {
-    pub fn new(filename: String, position: u64) -> Self {
-        Self { filename, position }
-    }
-}
-
 #[derive(Debug, Clone, PartialEq, PartialOrd, Serialize, Deserialize)]
 pub enum CdcOffset {
     MySql(MySqlOffset),
@@ -181,24 +170,6 @@ pub struct DebeziumSourceOffset {
     pub tx_usec: Option<u64>,
 }
 
-impl MySqlOffset {
-    pub fn parse_debezium_offset(offset: &str) -> ConnectorResult<Self> {
-        let dbz_offset: DebeziumOffset = serde_json::from_str(offset)
-            .with_context(|| format!("invalid upstream offset: {}", offset))?;
-
-        Ok(Self {
-            filename: dbz_offset
-                .source_offset
-                .file
-                .context("binlog file not found in offset")?,
-            position: dbz_offset
-                .source_offset
-                .pos
-                .context("binlog position not found in offset")?,
-        })
-    }
-}
-
 pub type CdcOffsetParseFunc = Box<dyn Fn(&str) -> ConnectorResult<CdcOffset> + Send>;
 
 pub trait ExternalTableReader {
@@ -219,15 +190,10 @@ pub enum ExternalTableReaderImpl {
     Mock(MockExternalTableReader),
 }
 
-pub struct MySqlExternalTableReader {
-    rw_schema: Schema,
-    field_names: String,
-    // use mutex to provide shared mutable access to the connection
-    conn: tokio::sync::Mutex<mysql_async::Conn>,
-}
-
 #[derive(Debug, Clone, Deserialize)]
 pub struct ExternalTableConfig {
+    pub connector: String,
+
     #[serde(rename = "hostname")]
     pub host: String,
     pub port: String,
@@ -246,11 +212,24 @@ pub struct ExternalTableConfig {
     pub sslmode: SslMode,
 }
 
+impl ExternalTableConfig {
+    pub fn try_from_btreemap(
+        connect_properties: BTreeMap<String, String>,
+    ) -> ConnectorResult<Self> {
+        let json_value = serde_json::to_value(connect_properties)?;
+        let config = serde_json::from_value::<ExternalTableConfig>(json_value)?;
+        Ok(config)
+    }
+}
+
 #[derive(Debug, Clone, Deserialize)]
 #[serde(rename_all = "lowercase")]
 pub enum SslMode {
+    #[serde(alias = "disable")]
     Disabled,
+    #[serde(alias = "prefer")]
     Preferred,
+    #[serde(alias = "require")]
     Required,
 }
 
@@ -271,229 +250,6 @@ impl fmt::Display for SslMode {
     }
 }
 
-impl ExternalTableReader for MySqlExternalTableReader {
-    async fn current_cdc_offset(&self) -> ConnectorResult<CdcOffset> {
-        let mut conn = self.conn.lock().await;
-
-        let sql = "SHOW MASTER STATUS".to_string();
-        let mut rs = conn.query::<mysql_async::Row, _>(sql).await?;
-        let row = rs
-            .iter_mut()
-            .exactly_one()
-            .ok()
-            .context("expect exactly one row when reading binlog offset")?;
-
-        Ok(CdcOffset::MySql(MySqlOffset {
-            filename: row.take("File").unwrap(),
-            position: row.take("Position").unwrap(),
-        }))
-    }
-
-    fn snapshot_read(
-        &self,
-        table_name: SchemaTableName,
-        start_pk: Option<OwnedRow>,
-        primary_keys: Vec<String>,
-        limit: u32,
-    ) -> BoxStream<'_, ConnectorResult<OwnedRow>> {
-        self.snapshot_read_inner(table_name, start_pk, primary_keys, limit)
-    }
-}
-
-impl MySqlExternalTableReader {
-    pub async fn new(config: ExternalTableConfig, rw_schema: Schema) -> ConnectorResult<Self> {
-        let mut opts_builder = mysql_async::OptsBuilder::default()
-            .user(Some(config.username))
-            .pass(Some(config.password))
-            .ip_or_hostname(config.host)
-            .tcp_port(config.port.parse::<u16>().unwrap())
-            .db_name(Some(config.database));
-
-        opts_builder = match config.sslmode {
-            SslMode::Disabled | SslMode::Preferred => opts_builder.ssl_opts(None),
-            SslMode::Required => {
-                let ssl_without_verify = mysql_async::SslOpts::default()
-                    .with_danger_accept_invalid_certs(true)
-                    .with_danger_skip_domain_validation(true);
-                opts_builder.ssl_opts(Some(ssl_without_verify))
-            }
-        };
-
-        let conn = mysql_async::Conn::new(mysql_async::Opts::from(opts_builder)).await?;
-
-        let field_names = rw_schema
-            .fields
-            .iter()
-            .filter(|f| f.name != OFFSET_COLUMN_NAME)
-            .map(|f| Self::quote_column(f.name.as_str()))
-            .join(",");
-
-        Ok(Self {
-            rw_schema,
-            field_names,
-            conn: tokio::sync::Mutex::new(conn),
-        })
-    }
-
-    pub fn get_normalized_table_name(table_name: &SchemaTableName) -> String {
-        // schema name is the database name in mysql
-        format!("`{}`.`{}`", table_name.schema_name, table_name.table_name)
-    }
-
-    pub fn get_cdc_offset_parser() -> CdcOffsetParseFunc {
-        Box::new(move |offset| {
-            Ok(CdcOffset::MySql(MySqlOffset::parse_debezium_offset(
-                offset,
-            )?))
-        })
-    }
-
-    #[try_stream(boxed, ok = OwnedRow, error = ConnectorError)]
-    async fn snapshot_read_inner(
-        &self,
-        table_name: SchemaTableName,
-        start_pk_row: Option<OwnedRow>,
-        primary_keys: Vec<String>,
-        limit: u32,
-    ) {
-        let order_key = primary_keys
-            .iter()
-            .map(|col| Self::quote_column(col))
-            .join(",");
-        let sql = if start_pk_row.is_none() {
-            format!(
-                "SELECT {} FROM {} ORDER BY {} LIMIT {limit}",
-                self.field_names,
-                Self::get_normalized_table_name(&table_name),
-                order_key,
-            )
-        } else {
-            let filter_expr = Self::filter_expression(&primary_keys);
-            format!(
-                "SELECT {} FROM {} WHERE {} ORDER BY {} LIMIT {limit}",
-                self.field_names,
-                Self::get_normalized_table_name(&table_name),
-                filter_expr,
-                order_key,
-            )
-        };
-
-        tracing::debug!("snapshot sql: {}", sql);
-        let mut conn = self.conn.lock().await;
-
-        // Set session timezone to UTC
-        conn.exec_drop("SET time_zone = \"+00:00\"", ()).await?;
-
-        if start_pk_row.is_none() {
-            let rs_stream = sql.stream::<mysql_async::Row, _>(&mut *conn).await?;
-            let row_stream = rs_stream.map(|row| {
-                // convert mysql row into OwnedRow
-                let mut row = row?;
-                Ok::<_, ConnectorError>(mysql_row_to_owned_row(&mut row, &self.rw_schema))
-            });
-
-            pin_mut!(row_stream);
-            #[for_await]
-            for row in row_stream {
-                let row = row?;
-                yield row;
-            }
-        } else {
-            let field_map = self
-                .rw_schema
-                .fields
-                .iter()
-                .map(|f| (f.name.as_str(), f.data_type.clone()))
-                .collect::<HashMap<_, _>>();
-
-            // fill in start primary key params
-            let params: Vec<_> = primary_keys
-                .iter()
-                .zip_eq_fast(start_pk_row.unwrap().into_iter())
-                .map(|(pk, datum)| {
-                    if let Some(value) = datum {
-                        let ty = field_map.get(pk.as_str()).unwrap();
-                        let val = match ty {
-                            DataType::Boolean => Value::from(value.into_bool()),
-                            DataType::Int16 => Value::from(value.into_int16()),
-                            DataType::Int32 => Value::from(value.into_int32()),
-                            DataType::Int64 => Value::from(value.into_int64()),
-                            DataType::Float32 => Value::from(value.into_float32().into_inner()),
-                            DataType::Float64 => Value::from(value.into_float64().into_inner()),
-                            DataType::Varchar => Value::from(String::from(value.into_utf8())),
-                            DataType::Date => Value::from(value.into_date().0),
-                            DataType::Time => Value::from(value.into_time().0),
-                            DataType::Timestamp => Value::from(value.into_timestamp().0),
-                            _ => bail!("unsupported primary key data type: {}", ty),
-                        };
-                        ConnectorResult::Ok((pk.clone(), val))
-                    } else {
-                        bail!("primary key {} cannot be null", pk);
-                    }
-                })
-                .try_collect::<_, _, ConnectorError>()?;
-
-            let rs_stream = sql
-                .with(Params::from(params))
-                .stream::<mysql_async::Row, _>(&mut *conn)
-                .await?;
-
-            let row_stream = rs_stream.map(|row| {
-                // convert mysql row into OwnedRow
-                let mut row = row?;
-                Ok::<_, ConnectorError>(mysql_row_to_owned_row(&mut row, &self.rw_schema))
-            });
-
-            pin_mut!(row_stream);
-            #[for_await]
-            for row in row_stream {
-                let row = row?;
-                yield row;
-            }
-        };
-    }
-
-    // mysql cannot leverage the given key to narrow down the range of scan,
-    // we need to rewrite the comparison conditions by our own.
-    // (a, b) > (x, y) => (`a` > x) OR ((`a` = x) AND (`b` > y))
-    fn filter_expression(columns: &[String]) -> String {
-        let mut conditions = vec![];
-        // push the first condition
-        conditions.push(format!(
-            "({} > :{})",
-            Self::quote_column(&columns[0]),
-            columns[0]
-        ));
-        for i in 2..=columns.len() {
-            // '=' condition
-            let mut condition = String::new();
-            for (j, col) in columns.iter().enumerate().take(i - 1) {
-                if j == 0 {
-                    condition.push_str(&format!("({} = :{})", Self::quote_column(col), col));
-                } else {
-                    condition.push_str(&format!(" AND ({} = :{})", Self::quote_column(col), col));
-                }
-            }
-            // '>' condition
-            condition.push_str(&format!(
-                " AND ({} > :{})",
-                Self::quote_column(&columns[i - 1]),
-                columns[i - 1]
-            ));
-            conditions.push(format!("({})", condition));
-        }
-        if columns.len() > 1 {
-            conditions.join(" OR ")
-        } else {
-            conditions.join("")
-        }
-    }
-
-    fn quote_column(column: &str) -> String {
-        format!("`{}`", column)
-    }
-}
-
 impl ExternalTableReader for ExternalTableReaderImpl {
     async fn current_cdc_offset(&self) -> ConnectorResult<CdcOffset> {
         match self {
@@ -554,98 +310,36 @@ impl ExternalTableReaderImpl {
     }
 }
 
-#[cfg(test)]
-mod tests {
-    use std::collections::HashMap;
-
-    use futures::pin_mut;
-    use futures_async_stream::for_await;
-    use maplit::{convert_args, hashmap};
-    use risingwave_common::catalog::{ColumnDesc, ColumnId, Field, Schema};
-    use risingwave_common::types::DataType;
-
-    use crate::source::cdc::external::{
-        CdcOffset, ExternalTableConfig, ExternalTableReader, MySqlExternalTableReader, MySqlOffset,
-        SchemaTableName,
-    };
-
-    #[test]
-    fn test_mysql_filter_expr() {
-        let cols = vec!["id".to_string()];
-        let expr = MySqlExternalTableReader::filter_expression(&cols);
-        assert_eq!(expr, "(`id` > :id)");
-
-        let cols = vec!["aa".to_string(), "bb".to_string(), "cc".to_string()];
-        let expr = MySqlExternalTableReader::filter_expression(&cols);
-        assert_eq!(
-            expr,
-            "(`aa` > :aa) OR ((`aa` = :aa) AND (`bb` > :bb)) OR ((`aa` = :aa) AND (`bb` = :bb) AND (`cc` > :cc))"
-        );
-    }
+pub enum ExternalTableImpl {
+    MySql(MySqlExternalTable),
+    Postgres(PostgresExternalTable),
+}
 
-    #[test]
-    fn test_mysql_binlog_offset() {
-        let off0_str = r#"{ "sourcePartition": { "server": "test" }, "sourceOffset": { "ts_sec": 1670876905, "file": "binlog.000001", "pos": 105622, "snapshot": true }, "isHeartbeat": false }"#;
-        let off1_str = r#"{ "sourcePartition": { "server": "test" }, "sourceOffset": { "ts_sec": 1670876905, "file": "binlog.000007", "pos": 1062363217, "snapshot": true }, "isHeartbeat": false }"#;
-        let off2_str = r#"{ "sourcePartition": { "server": "test" }, "sourceOffset": { "ts_sec": 1670876905, "file": "binlog.000007", "pos": 659687560, "snapshot": true }, "isHeartbeat": false }"#;
-        let off3_str = r#"{ "sourcePartition": { "server": "test" }, "sourceOffset": { "ts_sec": 1670876905, "file": "binlog.000008", "pos": 7665875, "snapshot": true }, "isHeartbeat": false }"#;
-        let off4_str = r#"{ "sourcePartition": { "server": "test" }, "sourceOffset": { "ts_sec": 1670876905, "file": "binlog.000008", "pos": 7665875, "snapshot": true }, "isHeartbeat": false }"#;
-
-        let off0 = CdcOffset::MySql(MySqlOffset::parse_debezium_offset(off0_str).unwrap());
-        let off1 = CdcOffset::MySql(MySqlOffset::parse_debezium_offset(off1_str).unwrap());
-        let off2 = CdcOffset::MySql(MySqlOffset::parse_debezium_offset(off2_str).unwrap());
-        let off3 = CdcOffset::MySql(MySqlOffset::parse_debezium_offset(off3_str).unwrap());
-        let off4 = CdcOffset::MySql(MySqlOffset::parse_debezium_offset(off4_str).unwrap());
-
-        assert!(off0 <= off1);
-        assert!(off1 > off2);
-        assert!(off2 < off3);
-        assert_eq!(off3, off4);
+impl ExternalTableImpl {
+    pub async fn connect(config: ExternalTableConfig) -> ConnectorResult<Self> {
+        let cdc_source_type = CdcSourceType::from(config.connector.as_str());
+        match cdc_source_type {
+            CdcSourceType::Mysql => Ok(ExternalTableImpl::MySql(
+                MySqlExternalTable::connect(config).await?,
+            )),
+            CdcSourceType::Postgres => Ok(ExternalTableImpl::Postgres(
+                PostgresExternalTable::connect(config).await?,
+            )),
+            _ => Err(anyhow!("Unsupported cdc connector type: {}", config.connector).into()),
+        }
     }
 
-    // manual test case
-    #[ignore]
-    #[tokio::test]
-    async fn test_mysql_table_reader() {
-        let columns = vec![
-            ColumnDesc::named("v1", ColumnId::new(1), DataType::Int32),
-            ColumnDesc::named("v2", ColumnId::new(2), DataType::Decimal),
-            ColumnDesc::named("v3", ColumnId::new(3), DataType::Varchar),
-            ColumnDesc::named("v4", ColumnId::new(4), DataType::Date),
-        ];
-        let rw_schema = Schema {
-            fields: columns.iter().map(Field::from).collect(),
-        };
-        let props: HashMap<String, String> = convert_args!(hashmap!(
-                "hostname" => "localhost",
-                "port" => "8306",
-                "username" => "root",
-                "password" => "123456",
-                "database.name" => "mytest",
-                "table.name" => "t1"));
-
-        let config =
-            serde_json::from_value::<ExternalTableConfig>(serde_json::to_value(props).unwrap())
-                .unwrap();
-        let reader = MySqlExternalTableReader::new(config, rw_schema)
-            .await
-            .unwrap();
-        let offset = reader.current_cdc_offset().await.unwrap();
-        println!("BinlogOffset: {:?}", offset);
-
-        let off0_str = r#"{ "sourcePartition": { "server": "test" }, "sourceOffset": { "ts_sec": 1670876905, "file": "binlog.000001", "pos": 105622, "snapshot": true }, "isHeartbeat": false }"#;
-        let parser = MySqlExternalTableReader::get_cdc_offset_parser();
-        println!("parsed offset: {:?}", parser(off0_str).unwrap());
-        let table_name = SchemaTableName {
-            schema_name: "mytest".to_string(),
-            table_name: "t1".to_string(),
-        };
+    pub fn column_descs(&self) -> &Vec<ColumnDesc> {
+        match self {
+            ExternalTableImpl::MySql(mysql) => mysql.column_descs(),
+            ExternalTableImpl::Postgres(postgres) => postgres.column_descs(),
+        }
+    }
 
-        let stream = reader.snapshot_read(table_name, None, vec!["v1".to_string()], 1000);
-        pin_mut!(stream);
-        #[for_await]
-        for row in stream {
-            println!("OwnedRow: {:?}", row);
+    pub fn pk_names(&self) -> &Vec<String> {
+        match self {
+            ExternalTableImpl::MySql(mysql) => mysql.pk_names(),
+            ExternalTableImpl::Postgres(postgres) => postgres.pk_names(),
         }
     }
 }
diff --git a/src/connector/src/source/cdc/external/mysql.rs b/src/connector/src/source/cdc/external/mysql.rs
new file mode 100644
index 0000000000000..6aff5e43692e4
--- /dev/null
+++ b/src/connector/src/source/cdc/external/mysql.rs
@@ -0,0 +1,567 @@
+// Copyright 2024 RisingWave Labs
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+use std::collections::HashMap;
+
+use anyhow::{anyhow, Context};
+use futures::stream::BoxStream;
+use futures::{pin_mut, StreamExt};
+use futures_async_stream::try_stream;
+use itertools::Itertools;
+use mysql_async::prelude::*;
+use mysql_common::params::Params;
+use mysql_common::value::Value;
+use risingwave_common::bail;
+use risingwave_common::catalog::{ColumnDesc, ColumnId, Schema, OFFSET_COLUMN_NAME};
+use risingwave_common::row::OwnedRow;
+use risingwave_common::types::DataType;
+use risingwave_common::util::iter_util::ZipEqFast;
+use sea_schema::mysql::def::{ColumnKey, ColumnType};
+use sea_schema::mysql::discovery::SchemaDiscovery;
+use sea_schema::mysql::query::SchemaQueryBuilder;
+use sea_schema::sea_query::{Alias, IntoIden};
+use serde_derive::{Deserialize, Serialize};
+use sqlx::mysql::MySqlConnectOptions;
+use sqlx::MySqlPool;
+
+use crate::error::{ConnectorError, ConnectorResult};
+use crate::source::cdc::external::{
+    mysql_row_to_owned_row, CdcOffset, CdcOffsetParseFunc, DebeziumOffset, ExternalTableConfig,
+    ExternalTableReader, SchemaTableName, SslMode,
+};
+
+#[derive(Debug, Clone, Default, PartialEq, PartialOrd, Serialize, Deserialize)]
+pub struct MySqlOffset {
+    pub filename: String,
+    pub position: u64,
+}
+
+impl MySqlOffset {
+    pub fn new(filename: String, position: u64) -> Self {
+        Self { filename, position }
+    }
+}
+
+impl MySqlOffset {
+    pub fn parse_debezium_offset(offset: &str) -> ConnectorResult<Self> {
+        let dbz_offset: DebeziumOffset = serde_json::from_str(offset)
+            .with_context(|| format!("invalid upstream offset: {}", offset))?;
+
+        Ok(Self {
+            filename: dbz_offset
+                .source_offset
+                .file
+                .context("binlog file not found in offset")?,
+            position: dbz_offset
+                .source_offset
+                .pos
+                .context("binlog position not found in offset")?,
+        })
+    }
+}
+
+pub struct MySqlExternalTable {
+    column_descs: Vec<ColumnDesc>,
+    pk_names: Vec<String>,
+}
+
+impl MySqlExternalTable {
+    pub async fn connect(config: ExternalTableConfig) -> ConnectorResult<Self> {
+        tracing::debug!("connect to mysql");
+        let options = MySqlConnectOptions::new()
+            .username(&config.username)
+            .password(&config.password)
+            .host(&config.host)
+            .port(config.port.parse::<u16>().unwrap())
+            .database(&config.database)
+            .ssl_mode(match config.sslmode {
+                SslMode::Disabled | SslMode::Preferred => sqlx::mysql::MySqlSslMode::Disabled,
+                SslMode::Required => sqlx::mysql::MySqlSslMode::Required,
+            });
+
+        let connection = MySqlPool::connect_with(options).await?;
+        let mut schema_discovery = SchemaDiscovery::new(connection, config.database.as_str());
+
+        // discover system version first
+        let system_info = schema_discovery.discover_system().await?;
+        schema_discovery.query = SchemaQueryBuilder::new(system_info.clone());
+
+        let schema = Alias::new(config.database.as_str()).into_iden();
+        let table = Alias::new(config.table.as_str()).into_iden();
+        let columns = schema_discovery
+            .discover_columns(schema, table, &system_info)
+            .await?;
+
+        let mut column_descs = vec![];
+        let mut pk_names = vec![];
+        for col in columns {
+            let data_type = type_to_rw_type(&col.col_type)?;
+            column_descs.push(ColumnDesc::named(
+                col.name.clone(),
+                ColumnId::placeholder(),
+                data_type,
+            ));
+            if matches!(col.key, ColumnKey::Primary) {
+                pk_names.push(col.name.clone());
+            }
+        }
+
+        if pk_names.is_empty() {
+            return Err(anyhow!("MySQL table doesn't define the primary key").into());
+        }
+
+        Ok(Self {
+            column_descs,
+            pk_names,
+        })
+    }
+
+    pub fn column_descs(&self) -> &Vec<ColumnDesc> {
+        &self.column_descs
+    }
+
+    pub fn pk_names(&self) -> &Vec<String> {
+        &self.pk_names
+    }
+}
+
+fn type_to_rw_type(col_type: &ColumnType) -> ConnectorResult<DataType> {
+    let dtype = match col_type {
+        ColumnType::Serial => DataType::Int32,
+        ColumnType::Bit(attr) => {
+            if let Some(1) = attr.maximum {
+                DataType::Boolean
+            } else {
+                return Err(
+                    anyhow!("BIT({}) type not supported", attr.maximum.unwrap_or(0)).into(),
+                );
+            }
+        }
+        ColumnType::TinyInt(_) | ColumnType::SmallInt(_) => DataType::Int16,
+        ColumnType::Bool => DataType::Boolean,
+        ColumnType::MediumInt(_) => DataType::Int32,
+        ColumnType::Int(_) => DataType::Int32,
+        ColumnType::BigInt(_) => DataType::Int64,
+        ColumnType::Decimal(_) => DataType::Decimal,
+        ColumnType::Float(_) => DataType::Float32,
+        ColumnType::Double(_) => DataType::Float64,
+        ColumnType::Date => DataType::Date,
+        ColumnType::Time(_) => DataType::Time,
+        ColumnType::DateTime(_) => DataType::Timestamp,
+        ColumnType::Timestamp(_) => DataType::Timestamptz,
+        ColumnType::Year => DataType::Int32,
+        ColumnType::Char(_)
+        | ColumnType::NChar(_)
+        | ColumnType::Varchar(_)
+        | ColumnType::NVarchar(_) => DataType::Varchar,
+        ColumnType::Binary(_) | ColumnType::Varbinary(_) => DataType::Bytea,
+        ColumnType::Text(_)
+        | ColumnType::TinyText(_)
+        | ColumnType::MediumText(_)
+        | ColumnType::LongText(_) => DataType::Varchar,
+        ColumnType::Blob(_)
+        | ColumnType::TinyBlob
+        | ColumnType::MediumBlob
+        | ColumnType::LongBlob => DataType::Bytea,
+        ColumnType::Enum(_) => DataType::Varchar,
+        ColumnType::Json => DataType::Jsonb,
+        ColumnType::Set(_) => {
+            return Err(anyhow!("SET type not supported").into());
+        }
+        ColumnType::Geometry(_) => {
+            return Err(anyhow!("GEOMETRY type not supported").into());
+        }
+        ColumnType::Point(_) => {
+            return Err(anyhow!("POINT type not supported").into());
+        }
+        ColumnType::LineString(_) => {
+            return Err(anyhow!("LINE string type not supported").into());
+        }
+        ColumnType::Polygon(_) => {
+            return Err(anyhow!("POLYGON type not supported").into());
+        }
+        ColumnType::MultiPoint(_) => {
+            return Err(anyhow!("MULTI POINT type not supported").into());
+        }
+        ColumnType::MultiLineString(_) => {
+            return Err(anyhow!("MULTI LINE STRING type not supported").into());
+        }
+        ColumnType::MultiPolygon(_) => {
+            return Err(anyhow!("MULTI POLYGON type not supported").into());
+        }
+        ColumnType::GeometryCollection(_) => {
+            return Err(anyhow!("GEOMETRY COLLECTION type not supported").into());
+        }
+        ColumnType::Unknown(_) => {
+            return Err(anyhow!("Unknown MySQL data type").into());
+        }
+    };
+
+    Ok(dtype)
+}
+
+pub struct MySqlExternalTableReader {
+    rw_schema: Schema,
+    field_names: String,
+    // use mutex to provide shared mutable access to the connection
+    conn: tokio::sync::Mutex<mysql_async::Conn>,
+}
+
+impl ExternalTableReader for MySqlExternalTableReader {
+    async fn current_cdc_offset(&self) -> ConnectorResult<CdcOffset> {
+        let mut conn = self.conn.lock().await;
+
+        let sql = "SHOW MASTER STATUS".to_string();
+        let mut rs = conn.query::<mysql_async::Row, _>(sql).await?;
+        let row = rs
+            .iter_mut()
+            .exactly_one()
+            .ok()
+            .context("expect exactly one row when reading binlog offset")?;
+
+        Ok(CdcOffset::MySql(MySqlOffset {
+            filename: row.take("File").unwrap(),
+            position: row.take("Position").unwrap(),
+        }))
+    }
+
+    fn snapshot_read(
+        &self,
+        table_name: SchemaTableName,
+        start_pk: Option<OwnedRow>,
+        primary_keys: Vec<String>,
+        limit: u32,
+    ) -> BoxStream<'_, ConnectorResult<OwnedRow>> {
+        self.snapshot_read_inner(table_name, start_pk, primary_keys, limit)
+    }
+}
+
+impl MySqlExternalTableReader {
+    pub async fn new(config: ExternalTableConfig, rw_schema: Schema) -> ConnectorResult<Self> {
+        let mut opts_builder = mysql_async::OptsBuilder::default()
+            .user(Some(config.username))
+            .pass(Some(config.password))
+            .ip_or_hostname(config.host)
+            .tcp_port(config.port.parse::<u16>().unwrap())
+            .db_name(Some(config.database));
+
+        opts_builder = match config.sslmode {
+            SslMode::Disabled | SslMode::Preferred => opts_builder.ssl_opts(None),
+            SslMode::Required => {
+                let ssl_without_verify = mysql_async::SslOpts::default()
+                    .with_danger_accept_invalid_certs(true)
+                    .with_danger_skip_domain_validation(true);
+                opts_builder.ssl_opts(Some(ssl_without_verify))
+            }
+        };
+
+        let conn = mysql_async::Conn::new(mysql_async::Opts::from(opts_builder)).await?;
+
+        let field_names = rw_schema
+            .fields
+            .iter()
+            .filter(|f| f.name != OFFSET_COLUMN_NAME)
+            .map(|f| Self::quote_column(f.name.as_str()))
+            .join(",");
+
+        Ok(Self {
+            rw_schema,
+            field_names,
+            conn: tokio::sync::Mutex::new(conn),
+        })
+    }
+
+    pub fn get_normalized_table_name(table_name: &SchemaTableName) -> String {
+        // schema name is the database name in mysql
+        format!("`{}`.`{}`", table_name.schema_name, table_name.table_name)
+    }
+
+    pub fn get_cdc_offset_parser() -> CdcOffsetParseFunc {
+        Box::new(move |offset| {
+            Ok(CdcOffset::MySql(MySqlOffset::parse_debezium_offset(
+                offset,
+            )?))
+        })
+    }
+
+    #[try_stream(boxed, ok = OwnedRow, error = ConnectorError)]
+    async fn snapshot_read_inner(
+        &self,
+        table_name: SchemaTableName,
+        start_pk_row: Option<OwnedRow>,
+        primary_keys: Vec<String>,
+        limit: u32,
+    ) {
+        let order_key = primary_keys
+            .iter()
+            .map(|col| Self::quote_column(col))
+            .join(",");
+        let sql = if start_pk_row.is_none() {
+            format!(
+                "SELECT {} FROM {} ORDER BY {} LIMIT {limit}",
+                self.field_names,
+                Self::get_normalized_table_name(&table_name),
+                order_key,
+            )
+        } else {
+            let filter_expr = Self::filter_expression(&primary_keys);
+            format!(
+                "SELECT {} FROM {} WHERE {} ORDER BY {} LIMIT {limit}",
+                self.field_names,
+                Self::get_normalized_table_name(&table_name),
+                filter_expr,
+                order_key,
+            )
+        };
+
+        let mut conn = self.conn.lock().await;
+
+        // Set session timezone to UTC
+        conn.exec_drop("SET time_zone = \"+00:00\"", ()).await?;
+
+        if start_pk_row.is_none() {
+            let rs_stream = sql.stream::<mysql_async::Row, _>(&mut *conn).await?;
+            let row_stream = rs_stream.map(|row| {
+                // convert mysql row into OwnedRow
+                let mut row = row?;
+                Ok::<_, ConnectorError>(mysql_row_to_owned_row(&mut row, &self.rw_schema))
+            });
+
+            pin_mut!(row_stream);
+            #[for_await]
+            for row in row_stream {
+                let row = row?;
+                yield row;
+            }
+        } else {
+            let field_map = self
+                .rw_schema
+                .fields
+                .iter()
+                .map(|f| (f.name.as_str(), f.data_type.clone()))
+                .collect::<HashMap<_, _>>();
+
+            // fill in start primary key params
+            let params: Vec<_> = primary_keys
+                .iter()
+                .zip_eq_fast(start_pk_row.unwrap().into_iter())
+                .map(|(pk, datum)| {
+                    if let Some(value) = datum {
+                        let ty = field_map.get(pk.as_str()).unwrap();
+                        let val = match ty {
+                            DataType::Boolean => Value::from(value.into_bool()),
+                            DataType::Int16 => Value::from(value.into_int16()),
+                            DataType::Int32 => Value::from(value.into_int32()),
+                            DataType::Int64 => Value::from(value.into_int64()),
+                            DataType::Float32 => Value::from(value.into_float32().into_inner()),
+                            DataType::Float64 => Value::from(value.into_float64().into_inner()),
+                            DataType::Varchar => Value::from(String::from(value.into_utf8())),
+                            DataType::Date => Value::from(value.into_date().0),
+                            DataType::Time => Value::from(value.into_time().0),
+                            DataType::Timestamp => Value::from(value.into_timestamp().0),
+                            _ => bail!("unsupported primary key data type: {}", ty),
+                        };
+                        ConnectorResult::Ok((pk.to_lowercase(), val))
+                    } else {
+                        bail!("primary key {} cannot be null", pk);
+                    }
+                })
+                .try_collect::<_, _, ConnectorError>()?;
+
+            tracing::debug!("snapshot read params: {:?}", &params);
+            let rs_stream = sql
+                .with(Params::from(params))
+                .stream::<mysql_async::Row, _>(&mut *conn)
+                .await?;
+
+            let row_stream = rs_stream.map(|row| {
+                // convert mysql row into OwnedRow
+                let mut row = row?;
+                Ok::<_, ConnectorError>(mysql_row_to_owned_row(&mut row, &self.rw_schema))
+            });
+
+            pin_mut!(row_stream);
+            #[for_await]
+            for row in row_stream {
+                let row = row?;
+                yield row;
+            }
+        };
+    }
+
+    // mysql cannot leverage the given key to narrow down the range of scan,
+    // we need to rewrite the comparison conditions by our own.
+    // (a, b) > (x, y) => (`a` > x) OR ((`a` = x) AND (`b` > y))
+    fn filter_expression(columns: &[String]) -> String {
+        let mut conditions = vec![];
+        // push the first condition
+        conditions.push(format!(
+            "({} > :{})",
+            Self::quote_column(&columns[0]),
+            columns[0].to_lowercase()
+        ));
+        for i in 2..=columns.len() {
+            // '=' condition
+            let mut condition = String::new();
+            for (j, col) in columns.iter().enumerate().take(i - 1) {
+                if j == 0 {
+                    condition.push_str(&format!(
+                        "({} = :{})",
+                        Self::quote_column(col),
+                        col.to_lowercase()
+                    ));
+                } else {
+                    condition.push_str(&format!(
+                        " AND ({} = :{})",
+                        Self::quote_column(col),
+                        col.to_lowercase()
+                    ));
+                }
+            }
+            // '>' condition
+            condition.push_str(&format!(
+                " AND ({} > :{})",
+                Self::quote_column(&columns[i - 1]),
+                columns[i - 1].to_lowercase()
+            ));
+            conditions.push(format!("({})", condition));
+        }
+        if columns.len() > 1 {
+            conditions.join(" OR ")
+        } else {
+            conditions.join("")
+        }
+    }
+
+    fn quote_column(column: &str) -> String {
+        format!("`{}`", column)
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use std::collections::HashMap;
+
+    use futures::pin_mut;
+    use futures_async_stream::for_await;
+    use maplit::{convert_args, hashmap};
+    use risingwave_common::catalog::{ColumnDesc, ColumnId, Field, Schema};
+    use risingwave_common::types::DataType;
+
+    use crate::source::cdc::external::mysql::MySqlExternalTable;
+    use crate::source::cdc::external::{
+        CdcOffset, ExternalTableConfig, ExternalTableReader, MySqlExternalTableReader, MySqlOffset,
+        SchemaTableName,
+    };
+
+    #[ignore]
+    #[tokio::test]
+    async fn test_mysql_schema() {
+        let config = ExternalTableConfig {
+            connector: "mysql-cdc".to_string(),
+            host: "localhost".to_string(),
+            port: "8306".to_string(),
+            username: "root".to_string(),
+            password: "123456".to_string(),
+            database: "mydb".to_string(),
+            schema: "".to_string(),
+            table: "part".to_string(),
+            sslmode: Default::default(),
+        };
+
+        let table = MySqlExternalTable::connect(config).await.unwrap();
+        println!("columns: {:?}", &table.column_descs);
+        println!("primary keys: {:?}", &table.pk_names);
+    }
+
+    #[test]
+    fn test_mysql_filter_expr() {
+        let cols = vec!["id".to_string()];
+        let expr = MySqlExternalTableReader::filter_expression(&cols);
+        assert_eq!(expr, "(`id` > :id)");
+
+        let cols = vec!["aa".to_string(), "bb".to_string(), "cc".to_string()];
+        let expr = MySqlExternalTableReader::filter_expression(&cols);
+        assert_eq!(
+            expr,
+            "(`aa` > :aa) OR ((`aa` = :aa) AND (`bb` > :bb)) OR ((`aa` = :aa) AND (`bb` = :bb) AND (`cc` > :cc))"
+        );
+    }
+
+    #[test]
+    fn test_mysql_binlog_offset() {
+        let off0_str = r#"{ "sourcePartition": { "server": "test" }, "sourceOffset": { "ts_sec": 1670876905, "file": "binlog.000001", "pos": 105622, "snapshot": true }, "isHeartbeat": false }"#;
+        let off1_str = r#"{ "sourcePartition": { "server": "test" }, "sourceOffset": { "ts_sec": 1670876905, "file": "binlog.000007", "pos": 1062363217, "snapshot": true }, "isHeartbeat": false }"#;
+        let off2_str = r#"{ "sourcePartition": { "server": "test" }, "sourceOffset": { "ts_sec": 1670876905, "file": "binlog.000007", "pos": 659687560, "snapshot": true }, "isHeartbeat": false }"#;
+        let off3_str = r#"{ "sourcePartition": { "server": "test" }, "sourceOffset": { "ts_sec": 1670876905, "file": "binlog.000008", "pos": 7665875, "snapshot": true }, "isHeartbeat": false }"#;
+        let off4_str = r#"{ "sourcePartition": { "server": "test" }, "sourceOffset": { "ts_sec": 1670876905, "file": "binlog.000008", "pos": 7665875, "snapshot": true }, "isHeartbeat": false }"#;
+
+        let off0 = CdcOffset::MySql(MySqlOffset::parse_debezium_offset(off0_str).unwrap());
+        let off1 = CdcOffset::MySql(MySqlOffset::parse_debezium_offset(off1_str).unwrap());
+        let off2 = CdcOffset::MySql(MySqlOffset::parse_debezium_offset(off2_str).unwrap());
+        let off3 = CdcOffset::MySql(MySqlOffset::parse_debezium_offset(off3_str).unwrap());
+        let off4 = CdcOffset::MySql(MySqlOffset::parse_debezium_offset(off4_str).unwrap());
+
+        assert!(off0 <= off1);
+        assert!(off1 > off2);
+        assert!(off2 < off3);
+        assert_eq!(off3, off4);
+    }
+
+    // manual test case
+    #[ignore]
+    #[tokio::test]
+    async fn test_mysql_table_reader() {
+        let columns = vec![
+            ColumnDesc::named("v1", ColumnId::new(1), DataType::Int32),
+            ColumnDesc::named("v2", ColumnId::new(2), DataType::Decimal),
+            ColumnDesc::named("v3", ColumnId::new(3), DataType::Varchar),
+            ColumnDesc::named("v4", ColumnId::new(4), DataType::Date),
+        ];
+        let rw_schema = Schema {
+            fields: columns.iter().map(Field::from).collect(),
+        };
+        let props: HashMap<String, String> = convert_args!(hashmap!(
+                "hostname" => "localhost",
+                "port" => "8306",
+                "username" => "root",
+                "password" => "123456",
+                "database.name" => "mytest",
+                "table.name" => "t1"));
+
+        let config =
+            serde_json::from_value::<ExternalTableConfig>(serde_json::to_value(props).unwrap())
+                .unwrap();
+        let reader = MySqlExternalTableReader::new(config, rw_schema)
+            .await
+            .unwrap();
+        let offset = reader.current_cdc_offset().await.unwrap();
+        println!("BinlogOffset: {:?}", offset);
+
+        let off0_str = r#"{ "sourcePartition": { "server": "test" }, "sourceOffset": { "ts_sec": 1670876905, "file": "binlog.000001", "pos": 105622, "snapshot": true }, "isHeartbeat": false }"#;
+        let parser = MySqlExternalTableReader::get_cdc_offset_parser();
+        println!("parsed offset: {:?}", parser(off0_str).unwrap());
+        let table_name = SchemaTableName {
+            schema_name: "mytest".to_string(),
+            table_name: "t1".to_string(),
+        };
+
+        let stream = reader.snapshot_read(table_name, None, vec!["v1".to_string()], 1000);
+        pin_mut!(stream);
+        #[for_await]
+        for row in stream {
+            println!("OwnedRow: {:?}", row);
+        }
+    }
+}
diff --git a/src/connector/src/source/cdc/external/postgres.rs b/src/connector/src/source/cdc/external/postgres.rs
index 6b937b713ccd3..3d827bafbccb3 100644
--- a/src/connector/src/source/cdc/external/postgres.rs
+++ b/src/connector/src/source/cdc/external/postgres.rs
@@ -13,18 +13,24 @@
 // limitations under the License.
 
 use std::cmp::Ordering;
+use std::collections::HashMap;
 
-use anyhow::Context;
+use anyhow::{anyhow, Context};
 use futures::stream::BoxStream;
 use futures::{pin_mut, StreamExt};
 use futures_async_stream::try_stream;
 use itertools::Itertools;
 use openssl::ssl::{SslConnector, SslMethod, SslVerifyMode};
 use postgres_openssl::MakeTlsConnector;
-use risingwave_common::catalog::Schema;
+use risingwave_common::catalog::{ColumnDesc, ColumnId, Schema};
 use risingwave_common::row::{OwnedRow, Row};
+use risingwave_common::types::{DataType, StructType};
 use risingwave_common::util::iter_util::ZipEqFast;
+use sea_schema::postgres::def::{ColumnType, TableInfo};
+use sea_schema::postgres::discovery::SchemaDiscovery;
 use serde_derive::{Deserialize, Serialize};
+use sqlx::postgres::{PgConnectOptions, PgSslMode};
+use sqlx::PgPool;
 use thiserror_ext::AsReport;
 use tokio_postgres::types::PgLsn;
 use tokio_postgres::{NoTls, Statement};
@@ -72,9 +78,158 @@ impl PostgresOffset {
     }
 }
 
+pub struct PostgresExternalTable {
+    column_descs: Vec<ColumnDesc>,
+    pk_names: Vec<String>,
+}
+
+impl PostgresExternalTable {
+    pub async fn connect(config: ExternalTableConfig) -> ConnectorResult<Self> {
+        tracing::debug!("connect to postgres external table");
+        let options = PgConnectOptions::new()
+            .username(&config.username)
+            .password(&config.password)
+            .host(&config.host)
+            .port(config.port.parse::<u16>().unwrap())
+            .database(&config.database)
+            .ssl_mode(match config.sslmode {
+                SslMode::Disabled => PgSslMode::Disable,
+                SslMode::Preferred => PgSslMode::Prefer,
+                SslMode::Required => PgSslMode::Require,
+            });
+
+        let connection = PgPool::connect_with(options).await?;
+        let schema_discovery = SchemaDiscovery::new(connection, config.schema.as_str());
+        // fetch column schema and primary key
+        let empty_map = HashMap::new();
+        let table_schema = schema_discovery
+            .discover_table(
+                TableInfo {
+                    name: config.table.clone(),
+                    of_type: None,
+                },
+                &empty_map,
+            )
+            .await?;
+
+        let mut column_descs = vec![];
+        for col in &table_schema.columns {
+            let data_type = type_to_rw_type(&col.col_type)?;
+            column_descs.push(ColumnDesc::named(
+                col.name.clone(),
+                ColumnId::placeholder(),
+                data_type,
+            ));
+        }
+
+        if table_schema.primary_key_constraints.is_empty() {
+            return Err(anyhow!("Postgres table doesn't define the primary key").into());
+        }
+        let mut pk_names = vec![];
+        table_schema.primary_key_constraints.iter().for_each(|pk| {
+            pk_names.extend(pk.columns.clone());
+        });
+
+        Ok(Self {
+            column_descs,
+            pk_names,
+        })
+    }
+
+    pub fn column_descs(&self) -> &Vec<ColumnDesc> {
+        &self.column_descs
+    }
+
+    pub fn pk_names(&self) -> &Vec<String> {
+        &self.pk_names
+    }
+}
+
+fn type_to_rw_type(col_type: &ColumnType) -> ConnectorResult<DataType> {
+    let dtype = match col_type {
+        ColumnType::SmallInt | ColumnType::SmallSerial => DataType::Int16,
+        ColumnType::Integer | ColumnType::Serial => DataType::Int32,
+        ColumnType::BigInt | ColumnType::BigSerial => DataType::Int64,
+        ColumnType::Money | ColumnType::Decimal(_) | ColumnType::Numeric(_) => DataType::Decimal,
+        ColumnType::Real => DataType::Float32,
+        ColumnType::DoublePrecision => DataType::Float64,
+        ColumnType::Varchar(_) | ColumnType::Char(_) | ColumnType::Text => DataType::Varchar,
+        ColumnType::Bytea => DataType::Bytea,
+        ColumnType::Timestamp(_) => DataType::Timestamp,
+        ColumnType::TimestampWithTimeZone(_) => DataType::Timestamptz,
+        ColumnType::Date => DataType::Date,
+        ColumnType::Time(_) | ColumnType::TimeWithTimeZone(_) => DataType::Time,
+        ColumnType::Interval(_) => DataType::Interval,
+        ColumnType::Boolean => DataType::Boolean,
+        ColumnType::Point => DataType::Struct(StructType::new(vec![
+            ("x", DataType::Float32),
+            ("y", DataType::Float32),
+        ])),
+        ColumnType::Uuid => DataType::Varchar,
+        ColumnType::Xml => DataType::Varchar,
+        ColumnType::Json => DataType::Jsonb,
+        ColumnType::JsonBinary => DataType::Jsonb,
+        ColumnType::Array(def) => {
+            let item_type = match def.col_type.as_ref() {
+                Some(ty) => type_to_rw_type(ty.as_ref())?,
+                None => {
+                    return Err(anyhow!("ARRAY type missing element type").into());
+                }
+            };
+
+            DataType::List(Box::new(item_type))
+        }
+        ColumnType::PgLsn => DataType::Int64,
+        ColumnType::Cidr
+        | ColumnType::Inet
+        | ColumnType::MacAddr
+        | ColumnType::MacAddr8
+        | ColumnType::Int4Range
+        | ColumnType::Int8Range
+        | ColumnType::NumRange
+        | ColumnType::TsRange
+        | ColumnType::TsTzRange
+        | ColumnType::DateRange
+        | ColumnType::Enum(_) => DataType::Varchar,
+
+        ColumnType::Line => {
+            return Err(anyhow!("LINE type not supported").into());
+        }
+        ColumnType::Lseg => {
+            return Err(anyhow!("LSEG type not supported").into());
+        }
+        ColumnType::Box => {
+            return Err(anyhow!("BOX type not supported").into());
+        }
+        ColumnType::Path => {
+            return Err(anyhow!("PATH type not supported").into());
+        }
+        ColumnType::Polygon => {
+            return Err(anyhow!("POLYGON type not supported").into());
+        }
+        ColumnType::Circle => {
+            return Err(anyhow!("CIRCLE type not supported").into());
+        }
+        ColumnType::Bit(_) => {
+            return Err(anyhow!("BIT type not supported").into());
+        }
+        ColumnType::TsVector => {
+            return Err(anyhow!("TSVECTOR type not supported").into());
+        }
+        ColumnType::TsQuery => {
+            return Err(anyhow!("TSQUERY type not supported").into());
+        }
+        ColumnType::Unknown(name) => {
+            // NOTES: user-defined enum type is classified as `Unknown`
+            tracing::warn!("Unknown Postgres data type: {name}, map to varchar");
+            DataType::Varchar
+        }
+    };
+
+    Ok(dtype)
+}
+
 pub struct PostgresExternalTableReader {
-    #[expect(dead_code)]
-    config: ExternalTableConfig,
     rw_schema: Schema,
     field_names: String,
     prepared_scan_stmt: Statement,
@@ -202,7 +357,6 @@ impl PostgresExternalTableReader {
         };
 
         Ok(Self {
-            config,
             rw_schema,
             field_names,
             prepared_scan_stmt,
@@ -298,6 +452,7 @@ impl PostgresExternalTableReader {
 
 #[cfg(test)]
 mod tests {
+
     use std::collections::HashMap;
 
     use futures::pin_mut;
@@ -307,9 +462,32 @@ mod tests {
     use risingwave_common::row::OwnedRow;
     use risingwave_common::types::{DataType, ScalarImpl};
 
-    use crate::source::cdc::external::postgres::{PostgresExternalTableReader, PostgresOffset};
+    use crate::source::cdc::external::postgres::{
+        PostgresExternalTable, PostgresExternalTableReader, PostgresOffset,
+    };
     use crate::source::cdc::external::{ExternalTableConfig, ExternalTableReader, SchemaTableName};
 
+    #[ignore]
+    #[tokio::test]
+    async fn test_postgres_schema() {
+        let config = ExternalTableConfig {
+            connector: "postgres-cdc".to_string(),
+            host: "localhost".to_string(),
+            port: "8432".to_string(),
+            username: "myuser".to_string(),
+            password: "123456".to_string(),
+            database: "mydb".to_string(),
+            schema: "public".to_string(),
+            table: "mytest".to_string(),
+            sslmode: Default::default(),
+        };
+
+        let table = PostgresExternalTable::connect(config).await.unwrap();
+
+        println!("columns: {:?}", &table.column_descs);
+        println!("primary keys: {:?}", &table.pk_names);
+    }
+
     #[test]
     fn test_postgres_offset() {
         let off1 = PostgresOffset { txid: 4, lsn: 2 };
diff --git a/src/connector/src/source/cdc/mod.rs b/src/connector/src/source/cdc/mod.rs
index 0ff35161e9ea9..2a4200b5cc4a0 100644
--- a/src/connector/src/source/cdc/mod.rs
+++ b/src/connector/src/source/cdc/mod.rs
@@ -18,7 +18,7 @@ pub mod jni_source;
 pub mod source;
 pub mod split;
 
-use std::collections::HashMap;
+use std::collections::{BTreeMap, HashMap};
 use std::marker::PhantomData;
 
 pub use enumerator::*;
@@ -31,7 +31,7 @@ use simd_json::prelude::ArrayTrait;
 pub use source::*;
 
 use crate::error::ConnectorResult;
-use crate::source::{SourceProperties, SplitImpl, TryFromHashmap};
+use crate::source::{SourceProperties, SplitImpl, TryFromBTreeMap};
 use crate::{for_all_classified_sources, impl_cdc_source_type};
 
 pub const CDC_CONNECTOR_NAME_SUFFIX: &str = "-cdc";
@@ -85,7 +85,7 @@ impl CdcSourceType {
 #[derive(Clone, Debug, Default)]
 pub struct CdcProperties<T: CdcSourceTypeTrait> {
     /// Properties specified in the WITH clause by user
-    pub properties: HashMap<String, String>,
+    pub properties: BTreeMap<String, String>,
 
     /// Schema of the source specified by users
     pub table_schema: TableSchema,
@@ -115,9 +115,9 @@ pub fn table_schema_exclude_additional_columns(table_schema: &TableSchema) -> Ta
     }
 }
 
-impl<T: CdcSourceTypeTrait> TryFromHashmap for CdcProperties<T> {
-    fn try_from_hashmap(
-        properties: HashMap<String, String>,
+impl<T: CdcSourceTypeTrait> TryFromBTreeMap for CdcProperties<T> {
+    fn try_from_btreemap(
+        properties: BTreeMap<String, String>,
         _deny_unknown_fields: bool,
     ) -> ConnectorResult<Self> {
         let is_share_source = properties
@@ -180,8 +180,7 @@ where
     }
 
     fn init_from_pb_cdc_table_desc(&mut self, table_desc: &ExternalTableDesc) {
-        let properties: HashMap<String, String> =
-            table_desc.connect_properties.clone().into_iter().collect();
+        let properties = table_desc.connect_properties.clone();
 
         let table_schema = TableSchema {
             columns: table_desc
diff --git a/src/connector/src/source/cdc/source/message.rs b/src/connector/src/source/cdc/source/message.rs
index e74ed55ce1f9f..f12d18339b527 100644
--- a/src/connector/src/source/cdc/source/message.rs
+++ b/src/connector/src/source/cdc/source/message.rs
@@ -12,7 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use risingwave_common::types::{Datum, Scalar, ScalarImpl, Timestamptz};
+use risingwave_common::types::{DatumRef, ScalarRefImpl, Timestamptz};
 use risingwave_pb::connector_service::CdcMessage;
 
 use crate::source::base::SourceMessage;
@@ -30,27 +30,22 @@ pub struct DebeziumCdcMeta {
 }
 
 impl DebeziumCdcMeta {
-    pub fn extract_timestamp(&self) -> Option<Datum> {
-        Some(
-            Timestamptz::from_millis(self.source_ts_ms)
-                .unwrap()
-                .to_scalar_value(),
-        )
-        .into()
+    pub fn extract_timestamp(&self) -> DatumRef<'_> {
+        Some(ScalarRefImpl::Timestamptz(
+            Timestamptz::from_millis(self.source_ts_ms).unwrap(),
+        ))
     }
 
-    pub fn extract_database_name(&self) -> Option<Datum> {
-        Some(ScalarImpl::from(
-            self.full_table_name.as_str()[0..self.db_name_prefix_len].to_string(),
+    pub fn extract_database_name(&self) -> DatumRef<'_> {
+        Some(ScalarRefImpl::Utf8(
+            &self.full_table_name.as_str()[0..self.db_name_prefix_len],
         ))
-        .into()
     }
 
-    pub fn extract_table_name(&self) -> Option<Datum> {
-        Some(ScalarImpl::from(
-            self.full_table_name.as_str()[self.db_name_prefix_len..].to_string(),
+    pub fn extract_table_name(&self) -> DatumRef<'_> {
+        Some(ScalarRefImpl::Utf8(
+            &self.full_table_name.as_str()[self.db_name_prefix_len..],
         ))
-        .into()
     }
 
     pub fn new(full_table_name: String, source_ts_ms: i64, is_transaction_meta: bool) -> Self {
diff --git a/src/connector/src/source/datagen/source/generator.rs b/src/connector/src/source/datagen/source/generator.rs
index 5716631dff620..600efda2f6255 100644
--- a/src/connector/src/source/datagen/source/generator.rs
+++ b/src/connector/src/source/datagen/source/generator.rs
@@ -278,7 +278,6 @@ mod tests {
                     use_schema_registry: false,
                     timestamptz_handling: None,
                 }),
-                key_encoding_config: None,
             },
             data_types,
             rows_per_second,
diff --git a/src/connector/src/source/datagen/source/reader.rs b/src/connector/src/source/datagen/source/reader.rs
index d3115f504f32e..992343058e9ef 100644
--- a/src/connector/src/source/datagen/source/reader.rs
+++ b/src/connector/src/source/datagen/source/reader.rs
@@ -399,7 +399,6 @@ mod tests {
             state,
             ParserConfig {
                 specific: SpecificParserConfig {
-                    key_encoding_config: None,
                     encoding_config: EncodingProperties::Native,
                     protocol_config: ProtocolProperties::Native,
                 },
@@ -457,7 +456,6 @@ mod tests {
         };
         let parser_config = ParserConfig {
             specific: SpecificParserConfig {
-                key_encoding_config: None,
                 encoding_config: EncodingProperties::Native,
                 protocol_config: ProtocolProperties::Native,
             },
diff --git a/src/connector/src/source/filesystem/opendal_source/opendal_reader.rs b/src/connector/src/source/filesystem/opendal_source/opendal_reader.rs
index 07765df40a383..8d1085a094a12 100644
--- a/src/connector/src/source/filesystem/opendal_source/opendal_reader.rs
+++ b/src/connector/src/source/filesystem/opendal_source/opendal_reader.rs
@@ -109,7 +109,7 @@ impl<Src: OpendalSource> OpendalReader<Src> {
         let object_name = split.name.clone();
 
         let reader = op
-            .reader_with(&object_name)
+            .read_with(&object_name)
             .range(split.offset as u64..)
             .into_future() // Unlike `rustc`, `try_stream` seems require manual `into_future`.
             .await?;
diff --git a/src/connector/src/source/filesystem/s3/source/reader.rs b/src/connector/src/source/filesystem/s3/source/reader.rs
index c3c800d6a5317..0340e584d0b8f 100644
--- a/src/connector/src/source/filesystem/s3/source/reader.rs
+++ b/src/connector/src/source/filesystem/s3/source/reader.rs
@@ -289,7 +289,6 @@ mod tests {
         let config = ParserConfig {
             common: CommonParserConfig { rw_columns: descs },
             specific: SpecificParserConfig {
-                key_encoding_config: None,
                 encoding_config: EncodingProperties::Csv(csv_config),
                 protocol_config: ProtocolProperties::Plain,
             },
diff --git a/src/connector/src/source/iceberg/mod.rs b/src/connector/src/source/iceberg/mod.rs
index e7e4971dd42c5..1090159fa9ca3 100644
--- a/src/connector/src/source/iceberg/mod.rs
+++ b/src/connector/src/source/iceberg/mod.rs
@@ -190,7 +190,7 @@ impl IcebergSplitEnumerator {
                             Some(snapshot) => snapshot.snapshot_id,
                             None => {
                                 // convert unix time to human readable time
-                                let time = chrono::NaiveDateTime::from_timestamp_millis(timestamp);
+                                let time = chrono::DateTime::from_timestamp_millis(timestamp);
                                 if time.is_some() {
                                     bail!("Cannot find a snapshot older than {}", time.unwrap());
                                 } else {
diff --git a/src/connector/src/source/kafka/client_context.rs b/src/connector/src/source/kafka/client_context.rs
index 6a01da356ff51..d788411ff15f5 100644
--- a/src/connector/src/source/kafka/client_context.rs
+++ b/src/connector/src/source/kafka/client_context.rs
@@ -12,7 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::HashMap;
+use std::collections::BTreeMap;
 use std::sync::Arc;
 use std::thread;
 
@@ -54,7 +54,7 @@ pub struct KafkaContextCommon {
 
 impl KafkaContextCommon {
     pub async fn new(
-        broker_rewrite_map: Option<HashMap<String, String>>,
+        broker_rewrite_map: Option<BTreeMap<String, String>>,
         identifier: Option<String>,
         metrics: Option<Arc<RdKafkaStats>>,
         auth: AwsAuthProps,
diff --git a/src/connector/src/source/kafka/mod.rs b/src/connector/src/source/kafka/mod.rs
index a037dd4463ecb..2360f9fb8a337 100644
--- a/src/connector/src/source/kafka/mod.rs
+++ b/src/connector/src/source/kafka/mod.rs
@@ -193,13 +193,15 @@ impl RdKafkaPropertiesConsumer {
 
 #[cfg(test)]
 mod test {
-    use maplit::hashmap;
+    use std::collections::BTreeMap;
+
+    use maplit::btreemap;
 
     use super::*;
 
     #[test]
     fn test_parse_config_consumer_common() {
-        let config: HashMap<String, String> = hashmap! {
+        let config: BTreeMap<String, String> = btreemap! {
             // common
             "properties.bootstrap.server".to_string() => "127.0.0.1:9092".to_string(),
             "topic".to_string() => "test".to_string(),
@@ -255,7 +257,7 @@ mod test {
             props.rdkafka_properties_consumer.fetch_queue_backoff_ms,
             Some(114514)
         );
-        let hashmap: HashMap<String, String> = hashmap! {
+        let hashmap: BTreeMap<String, String> = btreemap! {
             "broker1".to_string() => "10.0.0.1:8001".to_string()
         };
         assert_eq!(props.privatelink_common.broker_rewrite_map, Some(hashmap));
diff --git a/src/connector/src/source/kafka/private_link.rs b/src/connector/src/source/kafka/private_link.rs
index 1c3a76992463a..6aeebde87b516 100644
--- a/src/connector/src/source/kafka/private_link.rs
+++ b/src/connector/src/source/kafka/private_link.rs
@@ -65,7 +65,7 @@ impl BrokerAddrRewriter {
 
     pub fn new(
         role: PrivateLinkContextRole,
-        broker_rewrite_map: Option<HashMap<String, String>>,
+        broker_rewrite_map: Option<BTreeMap<String, String>>,
     ) -> ConnectorResult<Self> {
         let rewrite_map: ConnectorResult<BTreeMap<BrokerAddr, BrokerAddr>> = broker_rewrite_map
             .map_or(Ok(BTreeMap::new()), |addr_map| {
diff --git a/src/connector/src/source/kafka/source/message.rs b/src/connector/src/source/kafka/source/message.rs
index 0ef55dc79132d..247166a156763 100644
--- a/src/connector/src/source/kafka/source/message.rs
+++ b/src/connector/src/source/kafka/source/message.rs
@@ -12,10 +12,14 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
+use std::borrow::Cow;
+
 use itertools::Itertools;
 use rdkafka::message::{BorrowedMessage, Headers, OwnedHeaders};
 use rdkafka::Message;
-use risingwave_common::types::{Datum, ListValue, Scalar, ScalarImpl, StructValue};
+use risingwave_common::types::{
+    Datum, DatumCow, DatumRef, ListValue, ScalarImpl, ScalarRefImpl, StructValue,
+};
 use risingwave_pb::data::data_type::TypeName as PbTypeName;
 use risingwave_pb::data::DataType as PbDataType;
 
@@ -31,39 +35,42 @@ pub struct KafkaMeta {
 }
 
 impl KafkaMeta {
-    pub fn extract_timestamp(&self) -> Option<Datum> {
-        self.timestamp
-            .map(|ts| {
-                risingwave_common::cast::i64_to_timestamptz(ts)
-                    .unwrap()
-                    .to_scalar_value()
-            })
-            .into()
+    pub fn extract_timestamp(&self) -> Option<DatumRef<'_>> {
+        self.timestamp.map(|ts| {
+            Some(ScalarRefImpl::Timestamptz(
+                risingwave_common::cast::i64_to_timestamptz(ts).unwrap(),
+            ))
+        })
     }
 
-    pub fn extract_header_inner(
-        &self,
+    pub fn extract_header_inner<'a>(
+        &'a self,
         inner_field: &str,
         data_type: Option<&PbDataType>,
-    ) -> Option<Datum> {
-        let target_value = self
-            .headers
-            .as_ref()
-            .iter()
-            .find_map(|headers| {
-                headers
-                    .iter()
-                    .find(|header| header.key == inner_field)
-                    .map(|header| header.value)
-            })
-            .unwrap_or(None); // if not found the specified column, return None
-        if let Some(data_type) = data_type
+    ) -> Option<DatumCow<'a>> {
+        let target_value = self.headers.as_ref().iter().find_map(|headers| {
+            headers
+                .iter()
+                .find(|header| header.key == inner_field)
+                .map(|header| header.value)
+        })?; // if not found the specified column, return None
+
+        let Some(target_value) = target_value else {
+            return Some(Datum::None.into());
+        };
+
+        let datum = if let Some(data_type) = data_type
             && data_type.type_name == PbTypeName::Varchar as i32
         {
-            Some(target_value.map(|byte| ScalarImpl::Utf8(String::from_utf8_lossy(byte).into())))
+            match String::from_utf8_lossy(target_value) {
+                Cow::Borrowed(str) => Some(ScalarRefImpl::Utf8(str)).into(),
+                Cow::Owned(string) => Some(ScalarImpl::Utf8(string.into())).into(),
+            }
         } else {
-            Some(target_value.map(|byte| ScalarImpl::Bytea(byte.into())))
-        }
+            Some(ScalarRefImpl::Bytea(target_value)).into()
+        };
+
+        Some(datum)
     }
 
     pub fn extract_headers(&self) -> Option<Datum> {
diff --git a/src/connector/src/source/manager.rs b/src/connector/src/source/manager.rs
index a5584f6af83d5..731d0c4ff8ae8 100644
--- a/src/connector/src/source/manager.rs
+++ b/src/connector/src/source/manager.rs
@@ -21,26 +21,28 @@ use risingwave_common::catalog::{
 use risingwave_common::types::DataType;
 use risingwave_pb::plan_common::{AdditionalColumn, ColumnDescVersion};
 
-/// `SourceColumnDesc` is used to describe a column in the Source and is used as the column
-/// counterpart in `StreamScan`
+/// `SourceColumnDesc` is used to describe a column in the Source.
+///
+/// See the implementation of `From<&ColumnDesc>` for the difference between `SourceColumnDesc` and [`ColumnDesc`].
 #[derive(Clone, Debug)]
 pub struct SourceColumnDesc {
     pub name: String,
     pub data_type: DataType,
     pub column_id: ColumnId,
     pub fields: Vec<ColumnDesc>,
+    /// `additional_column` and `column_type` are orthogonal
+    /// `additional_column` is used to indicate the column is from which part of the message
+    /// `column_type` is used to indicate the type of the column, only used in cdc scenario
+    pub additional_column: AdditionalColumn,
+    // ------
+    // Fields above are the same in `ColumnDesc`.
+    // Fields below are specific to `SourceColumnDesc`.
+    // ------
     pub column_type: SourceColumnType,
-
     /// `is_pk` is used to indicate whether the column is part of the primary key columns.
     pub is_pk: bool,
-
     /// `is_hidden_addition_col` is used to indicate whether the column is a hidden addition column.
     pub is_hidden_addition_col: bool,
-
-    /// `additional_column` and `column_type` are orthogonal
-    /// `additional_column` is used to indicate the column is from which part of the message
-    /// `column_type` is used to indicate the type of the column, only used in cdc scenario
-    pub additional_column: AdditionalColumn,
 }
 
 /// `SourceColumnType` is used to indicate the type of a column emitted by the Source.
@@ -121,32 +123,63 @@ impl SourceColumnDesc {
 }
 
 impl From<&ColumnDesc> for SourceColumnDesc {
-    fn from(c: &ColumnDesc) -> Self {
-        let column_type = SourceColumnType::from_name(c.name.as_str());
+    fn from(
+        ColumnDesc {
+            data_type,
+            column_id,
+            name,
+            field_descs,
+            additional_column,
+            // ignored fields below
+            generated_or_default_column,
+            type_name: _,
+            description: _,
+            version: _,
+        }: &ColumnDesc,
+    ) -> Self {
+        debug_assert!(
+            generated_or_default_column.is_none(),
+            "source column should not be generated or default: {:?}",
+            generated_or_default_column.as_ref().unwrap()
+        );
         Self {
-            name: c.name.clone(),
-            data_type: c.data_type.clone(),
-            column_id: c.column_id,
-            fields: c.field_descs.clone(),
-            column_type,
+            name: name.clone(),
+            data_type: data_type.clone(),
+            column_id: *column_id,
+            fields: field_descs.clone(),
+            additional_column: additional_column.clone(),
+            // additional fields below
+            column_type: SourceColumnType::from_name(name),
             is_pk: false,
             is_hidden_addition_col: false,
-            additional_column: c.additional_column.clone(),
         }
     }
 }
 
 impl From<&SourceColumnDesc> for ColumnDesc {
-    fn from(s: &SourceColumnDesc) -> Self {
+    fn from(
+        SourceColumnDesc {
+            name,
+            data_type,
+            column_id,
+            fields,
+            additional_column,
+            // ignored fields below
+            column_type: _,
+            is_pk: _,
+            is_hidden_addition_col: _,
+        }: &SourceColumnDesc,
+    ) -> Self {
         ColumnDesc {
-            data_type: s.data_type.clone(),
-            column_id: s.column_id,
-            name: s.name.clone(),
-            field_descs: s.fields.clone(),
+            data_type: data_type.clone(),
+            column_id: *column_id,
+            name: name.clone(),
+            field_descs: fields.clone(),
+            additional_column: additional_column.clone(),
+            // additional fields below
             type_name: "".to_string(),
             generated_or_default_column: None,
             description: None,
-            additional_column: s.additional_column.clone(),
             version: ColumnDescVersion::Pr13707,
         }
     }
diff --git a/src/connector/src/source/pulsar/source/reader.rs b/src/connector/src/source/pulsar/source/reader.rs
index 105eb70fbeda8..212c459388b25 100644
--- a/src/connector/src/source/pulsar/source/reader.rs
+++ b/src/connector/src/source/pulsar/source/reader.rs
@@ -15,7 +15,7 @@
 use std::collections::HashMap;
 
 use anyhow::Context;
-use arrow_array::{Int32Array, Int64Array, RecordBatch};
+use arrow_array_iceberg::{Int32Array, Int64Array, RecordBatch};
 use async_trait::async_trait;
 use futures::StreamExt;
 use futures_async_stream::try_stream;
@@ -27,7 +27,7 @@ use itertools::Itertools;
 use pulsar::consumer::InitialPosition;
 use pulsar::message::proto::MessageIdData;
 use pulsar::{Consumer, ConsumerBuilder, ConsumerOptions, Pulsar, SubType, TokioExecutor};
-use risingwave_common::array::arrow::{FromArrow, IcebergArrowConvert};
+use risingwave_common::array::arrow::IcebergArrowConvert;
 use risingwave_common::array::StreamChunk;
 use risingwave_common::catalog::ROWID_PREFIX;
 use risingwave_common::{bail, ensure};
@@ -522,7 +522,7 @@ impl PulsarIcebergReader {
         }
 
         let data_chunk = IcebergArrowConvert
-            .from_record_batch(&record_batch.project(&field_indices)?)
+            .chunk_from_record_batch(&record_batch.project(&field_indices)?)
             .context("failed to convert arrow record batch to data chunk")?;
 
         let stream_chunk = StreamChunk::from(data_chunk);
diff --git a/src/connector/src/source/pulsar/topic.rs b/src/connector/src/source/pulsar/topic.rs
index 352c7e47d8da2..f4cb95bd01437 100644
--- a/src/connector/src/source/pulsar/topic.rs
+++ b/src/connector/src/source/pulsar/topic.rs
@@ -108,6 +108,7 @@ pub fn get_partition_index(topic: &str) -> Result<Option<i32>> {
 /// The short topic name can be:
 /// - `<topic>`
 /// - `<tenant>/<namespace>/<topic>`
+///
 /// The fully qualified topic name can be:
 /// `<domain>://<tenant>/<namespace>/<topic>`
 pub fn parse_topic(topic: &str) -> Result<Topic> {
diff --git a/src/connector/src/source/reader/desc.rs b/src/connector/src/source/reader/desc.rs
index a652c4054db60..44d2effe51606 100644
--- a/src/connector/src/source/reader/desc.rs
+++ b/src/connector/src/source/reader/desc.rs
@@ -12,12 +12,11 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::HashMap;
+use std::collections::BTreeMap;
 use std::sync::Arc;
 
-use itertools::Itertools;
 use risingwave_common::bail;
-use risingwave_common::catalog::{ColumnCatalog, ColumnDesc};
+use risingwave_common::catalog::ColumnCatalog;
 use risingwave_common::util::iter_util::ZipEqFast;
 use risingwave_pb::catalog::PbStreamSourceInfo;
 use risingwave_pb::plan_common::PbColumnCatalog;
@@ -53,28 +52,27 @@ pub struct FsSourceDesc {
 
 #[derive(Clone)]
 pub struct SourceDescBuilder {
-    columns: Vec<PbColumnCatalog>,
+    columns: Vec<ColumnCatalog>,
     metrics: Arc<SourceMetrics>,
     row_id_index: Option<usize>,
-    with_properties: HashMap<String, String>,
+    with_properties: BTreeMap<String, String>,
     source_info: PbStreamSourceInfo,
     connector_message_buffer_size: usize,
     pk_indices: Vec<usize>,
 }
 
 impl SourceDescBuilder {
-    #[allow(clippy::too_many_arguments)]
     pub fn new(
         columns: Vec<PbColumnCatalog>,
         metrics: Arc<SourceMetrics>,
         row_id_index: Option<usize>,
-        with_properties: HashMap<String, String>,
+        with_properties: BTreeMap<String, String>,
         source_info: PbStreamSourceInfo,
         connector_message_buffer_size: usize,
         pk_indices: Vec<usize>,
     ) -> Self {
         Self {
-            columns,
+            columns: columns.into_iter().map(ColumnCatalog::from).collect(),
             metrics,
             row_id_index,
             with_properties,
@@ -92,25 +90,18 @@ impl SourceDescBuilder {
             .get(UPSTREAM_SOURCE_KEY)
             .map(|s| s.to_lowercase())
             .unwrap();
-        let columns = self
-            .columns
-            .iter()
-            .map(|c| ColumnCatalog::from(c.clone()))
-            .collect_vec();
         let (columns_exist, additional_columns) =
-            source_add_partition_offset_cols(&columns, &connector_name);
+            source_add_partition_offset_cols(&self.columns, &connector_name);
 
         let mut columns: Vec<_> = self
             .columns
             .iter()
-            .map(|c| SourceColumnDesc::from(&ColumnDesc::from(c.column_desc.as_ref().unwrap())))
+            .map(|c| SourceColumnDesc::from(&c.column_desc))
             .collect();
 
         for (existed, c) in columns_exist.iter().zip_eq_fast(&additional_columns) {
             if !existed {
-                columns.push(SourceColumnDesc::hidden_addition_col_from_column_desc(
-                    &c.column_desc,
-                ));
+                columns.push(SourceColumnDesc::hidden_addition_col_from_column_desc(c));
             }
         }
 
@@ -182,11 +173,10 @@ impl SourceDescBuilder {
 }
 
 pub mod test_utils {
-    use std::collections::HashMap;
+    use std::collections::BTreeMap;
 
-    use risingwave_common::catalog::{ColumnDesc, Schema};
+    use risingwave_common::catalog::{ColumnCatalog, ColumnDesc, Schema};
     use risingwave_pb::catalog::StreamSourceInfo;
-    use risingwave_pb::plan_common::ColumnCatalog;
 
     use super::{SourceDescBuilder, DEFAULT_CONNECTOR_MESSAGE_BUFFER_SIZE};
 
@@ -194,23 +184,19 @@ pub mod test_utils {
         schema: &Schema,
         row_id_index: Option<usize>,
         source_info: StreamSourceInfo,
-        with_properties: HashMap<String, String>,
+        with_properties: BTreeMap<String, String>,
         pk_indices: Vec<usize>,
     ) -> SourceDescBuilder {
         let columns = schema
             .fields
             .iter()
             .enumerate()
-            .map(|(i, f)| ColumnCatalog {
-                column_desc: Some(
-                    ColumnDesc::named(
-                        f.name.clone(),
-                        (i as i32).into(), // use column index as column id
-                        f.data_type.clone(),
-                    )
-                    .to_protobuf(),
-                ),
-                is_hidden: false,
+            .map(|(i, f)| {
+                ColumnCatalog::visible(ColumnDesc::named(
+                    f.name.clone(),
+                    (i as i32).into(), // use column index as column id
+                    f.data_type.clone(),
+                ))
             })
             .collect();
         SourceDescBuilder {
diff --git a/src/connector/src/source/reader/fs_reader.rs b/src/connector/src/source/reader/fs_reader.rs
index 5ec47cea98cee..5bd139e70983d 100644
--- a/src/connector/src/source/reader/fs_reader.rs
+++ b/src/connector/src/source/reader/fs_reader.rs
@@ -14,7 +14,7 @@
 
 #![deprecated = "will be replaced by new fs source (list + fetch)"]
 
-use std::collections::HashMap;
+use std::collections::BTreeMap;
 use std::sync::Arc;
 
 use anyhow::Context;
@@ -34,20 +34,19 @@ use crate::source::{
 pub struct FsSourceReader {
     pub config: ConnectorProperties,
     pub columns: Vec<SourceColumnDesc>,
-    pub properties: HashMap<String, String>,
+    pub properties: BTreeMap<String, String>,
     pub parser_config: SpecificParserConfig,
 }
 
 impl FsSourceReader {
     #[allow(clippy::too_many_arguments)]
     pub fn new(
-        properties: HashMap<String, String>,
+        properties: BTreeMap<String, String>,
         columns: Vec<SourceColumnDesc>,
         parser_config: SpecificParserConfig,
     ) -> ConnectorResult<Self> {
         // Store the connector node address to properties for later use.
-        let source_props: HashMap<String, String> = HashMap::from_iter(properties.clone());
-        let config = ConnectorProperties::extract(source_props, false)?;
+        let config = ConnectorProperties::extract(properties.clone(), false)?;
 
         Ok(Self {
             config,
diff --git a/src/connector/src/source/reader/reader.rs b/src/connector/src/source/reader/reader.rs
index a8c1abb40cd55..02012841c5a48 100644
--- a/src/connector/src/source/reader/reader.rs
+++ b/src/connector/src/source/reader/reader.rs
@@ -12,7 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::HashMap;
+use std::collections::BTreeMap;
 use std::sync::Arc;
 
 use anyhow::Context;
@@ -49,7 +49,7 @@ pub struct SourceReader {
 
 impl SourceReader {
     pub fn new(
-        properties: HashMap<String, String>,
+        properties: BTreeMap<String, String>,
         columns: Vec<SourceColumnDesc>,
         connector_message_buffer_size: usize,
         parser_config: SpecificParserConfig,
diff --git a/src/connector/src/source/test_source.rs b/src/connector/src/source/test_source.rs
index e8379fafeeb71..57f659873936b 100644
--- a/src/connector/src/source/test_source.rs
+++ b/src/connector/src/source/test_source.rs
@@ -12,7 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::HashMap;
+use std::collections::{BTreeMap, HashMap};
 use std::sync::{Arc, OnceLock};
 
 use async_trait::async_trait;
@@ -26,7 +26,7 @@ use crate::error::ConnectorResult;
 use crate::parser::ParserConfig;
 use crate::source::{
     BoxChunkSourceStream, Column, SourceContextRef, SourceEnumeratorContextRef, SourceProperties,
-    SplitEnumerator, SplitId, SplitMetaData, SplitReader, TryFromHashmap,
+    SplitEnumerator, SplitId, SplitMetaData, SplitReader, TryFromBTreeMap,
 };
 
 pub type BoxListSplits = Box<
@@ -118,12 +118,12 @@ pub const TEST_CONNECTOR: &str = "test";
 
 #[derive(Clone, Debug, Default, WithOptions)]
 pub struct TestSourceProperties {
-    properties: HashMap<String, String>,
+    properties: BTreeMap<String, String>,
 }
 
-impl TryFromHashmap for TestSourceProperties {
-    fn try_from_hashmap(
-        props: HashMap<String, String>,
+impl TryFromBTreeMap for TestSourceProperties {
+    fn try_from_btreemap(
+        props: BTreeMap<String, String>,
         _deny_unknown_fields: bool,
     ) -> ConnectorResult<Self> {
         if cfg!(any(madsim, test)) {
diff --git a/src/connector/src/with_options.rs b/src/connector/src/with_options.rs
index 5b7e75a47bcd6..3207a7bbbde2f 100644
--- a/src/connector/src/with_options.rs
+++ b/src/connector/src/with_options.rs
@@ -48,10 +48,12 @@ impl<T: crate::source::cdc::CdcSourceTypeTrait> WithOptions
 impl<T: WithOptions> WithOptions for Option<T> {}
 impl WithOptions for Vec<String> {}
 impl WithOptions for HashMap<String, String> {}
+impl WithOptions for BTreeMap<String, String> {}
 
 impl WithOptions for String {}
 impl WithOptions for bool {}
 impl WithOptions for usize {}
+impl WithOptions for u16 {}
 impl WithOptions for u32 {}
 impl WithOptions for u64 {}
 impl WithOptions for i32 {}
diff --git a/src/connector/src/with_options_test.rs b/src/connector/src/with_options_test.rs
index 160964d7920c3..cd2adc11d0718 100644
--- a/src/connector/src/with_options_test.rs
+++ b/src/connector/src/with_options_test.rs
@@ -63,7 +63,7 @@ pub fn generate_with_options_yaml_sink() -> String {
 /// the generated `yaml` might be inconsistent with the actual parsing logic.
 /// TODO: improve the test to check whether serde is used.
 ///
-/// - For sources, the parsing logic is in `TryFromHashMap`.
+/// - For sources, the parsing logic is in `TryFromBTreeMap`.
 /// - For sinks, the parsing logic is in `TryFrom<SinkParam>`.
 fn generate_with_options_yaml_inner(path: &Path) -> String {
     let mut structs = vec![];
diff --git a/src/connector/with_options_sink.yaml b/src/connector/with_options_sink.yaml
index 97391ed452d3f..7a9aaa444400b 100644
--- a/src/connector/with_options_sink.yaml
+++ b/src/connector/with_options_sink.yaml
@@ -21,6 +21,10 @@ BigQueryConfig:
     field_type: usize
     required: false
     default: '1024'
+  - name: bigquery.retry_times
+    field_type: usize
+    required: false
+    default: '5'
   - name: aws.region
     field_type: String
     required: false
@@ -84,6 +88,9 @@ ClickHouseConfig:
   - name: clickhouse.table
     field_type: String
     required: true
+  - name: clickhouse.delete.column
+    field_type: String
+    required: false
   - name: r#type
     field_type: String
     required: true
@@ -132,6 +139,9 @@ DorisConfig:
   - name: doris.table
     field_type: String
     required: true
+  - name: doris.partial_update
+    field_type: String
+    required: false
   - name: r#type
     field_type: String
     required: true
@@ -423,7 +433,7 @@ KafkaConfig:
     field_type: i32
     required: false
   - name: broker.rewrite.endpoints
-    field_type: HashMap<String,String>
+    field_type: BTreeMap<String,String>
     comments: This is generated from `private_link_targets` and `private_link_endpoint` in frontend, instead of given by users.
     required: false
   - name: aws.region
@@ -511,6 +521,33 @@ KinesisSinkConfig:
     required: false
     alias:
     - kinesis.assumerole.external_id
+MongodbConfig:
+  fields:
+  - name: mongodb.url
+    field_type: String
+    comments: The URL of MongoDB
+    required: true
+  - name: collection.name
+    field_type: String
+    comments: The collection name where data should be written to or read from. For sinks, the format is  `db_name.collection_name`. Data can also be written to dynamic collections, see `collection.name.field`  for more information.
+    required: true
+  - name: r#type
+    field_type: String
+    required: true
+  - name: collection.name.field
+    field_type: String
+    comments: The dynamic collection name where data should be sunk to. If specified, the field value will be used  as the collection name. The collection name format is same as `collection.name`. If the field value is  null or an empty string, then the `collection.name` will be used as a fallback destination.
+    required: false
+  - name: collection.name.field.drop
+    field_type: bool
+    comments: Controls whether the field value of `collection.name.field` should be dropped when sinking.  Set this option to true to avoid the duplicate values of `collection.name.field` being written to the  result collection.
+    required: false
+    default: Default::default
+  - name: mongodb.bulk_write.max_entries
+    field_type: usize
+    comments: The maximum entries will accumulate before performing the bulk write, defaults to 1024.
+    required: false
+    default: '1024'
 MqttConfig:
   fields:
   - name: url
@@ -751,6 +788,33 @@ SnowflakeConfig:
     field_type: String
     comments: The s3 region, e.g., us-east-2
     required: true
+SqlServerConfig:
+  fields:
+  - name: sqlserver.host
+    field_type: String
+    required: true
+  - name: sqlserver.port
+    field_type: u16
+    required: true
+  - name: sqlserver.user
+    field_type: String
+    required: true
+  - name: sqlserver.password
+    field_type: String
+    required: true
+  - name: sqlserver.database
+    field_type: String
+    required: true
+  - name: sqlserver.table
+    field_type: String
+    required: true
+  - name: sqlserver.max_batch_rows
+    field_type: usize
+    required: false
+    default: '1024'
+  - name: r#type
+    field_type: String
+    required: true
 StarrocksConfig:
   fields:
   - name: starrocks.host
diff --git a/src/connector/with_options_source.yaml b/src/connector/with_options_source.yaml
index 188ceb0b5b694..2a176f760f96c 100644
--- a/src/connector/with_options_source.yaml
+++ b/src/connector/with_options_source.yaml
@@ -218,7 +218,7 @@ KafkaProperties:
     comments: 'Whether to automatically and periodically commit offsets in the background.   Note that RisingWave does NOT rely on committed offsets. Committing offset is only for exposing the  progress for monitoring. Setting this to false can avoid creating consumer groups.   default: true'
     required: false
   - name: broker.rewrite.endpoints
-    field_type: HashMap<String,String>
+    field_type: BTreeMap<String,String>
     comments: This is generated from `private_link_targets` and `private_link_endpoint` in frontend, instead of given by users.
     required: false
   - name: aws.region
@@ -314,6 +314,16 @@ KinesisProperties:
     required: false
     alias:
     - kinesis.assumerole.external_id
+MongodbCommon:
+  fields:
+  - name: mongodb.url
+    field_type: String
+    comments: The URL of MongoDB
+    required: true
+  - name: collection.name
+    field_type: String
+    comments: The collection name where data should be written to or read from. For sinks, the format is  `db_name.collection_name`. Data can also be written to dynamic collections, see `collection.name.field`  for more information.
+    required: true
 MqttProperties:
   fields:
   - name: url
@@ -765,5 +775,5 @@ S3Properties:
 TestSourceProperties:
   fields:
   - name: properties
-    field_type: HashMap<String,String>
-    required: false
+    field_type: BTreeMap<String,String>
+    required: true
diff --git a/src/ctl/src/cmd_impl/bench.rs b/src/ctl/src/cmd_impl/bench.rs
index d3c0cde6d20ee..dce4a21115d6a 100644
--- a/src/ctl/src/cmd_impl/bench.rs
+++ b/src/ctl/src/cmd_impl/bench.rs
@@ -42,6 +42,8 @@ pub enum BenchCommands {
         #[clap(long, default_value_t = 1)]
         threads: usize,
         data_dir: Option<String>,
+        #[clap(short, long = "use-new-object-prefix-strategy", default_value = "true")]
+        use_new_object_prefix_strategy: bool,
     },
 }
 
@@ -86,9 +88,13 @@ pub async fn do_bench(context: &CtlContext, cmd: BenchCommands) -> Result<()> {
             mv_name,
             threads,
             data_dir,
+            use_new_object_prefix_strategy,
         } => {
             let (hummock, metrics) = context
-                .hummock_store_with_metrics(HummockServiceOpts::from_env(data_dir)?)
+                .hummock_store_with_metrics(HummockServiceOpts::from_env(
+                    data_dir,
+                    use_new_object_prefix_strategy,
+                )?)
                 .await?;
             let table = get_table_catalog(meta.clone(), mv_name).await?;
             let mut handlers = vec![];
diff --git a/src/ctl/src/cmd_impl/hummock/compaction_group.rs b/src/ctl/src/cmd_impl/hummock/compaction_group.rs
index 3fb83e9d16cb3..d58aeb7bffe79 100644
--- a/src/ctl/src/cmd_impl/hummock/compaction_group.rs
+++ b/src/ctl/src/cmd_impl/hummock/compaction_group.rs
@@ -65,6 +65,7 @@ pub fn build_compaction_config_vec(
     enable_emergency_picker: Option<bool>,
     tombstone_reclaim_ratio: Option<u32>,
     compress_algorithm: Option<CompressionAlgorithm>,
+    max_l0_compact_level: Option<u32>,
 ) -> Vec<MutableConfig> {
     let mut configs = vec![];
     if let Some(c) = max_bytes_for_level_base {
@@ -115,6 +116,9 @@ pub fn build_compaction_config_vec(
     if let Some(c) = compress_algorithm {
         configs.push(MutableConfig::CompressionAlgorithm(c))
     }
+    if let Some(c) = max_l0_compact_level {
+        configs.push(MutableConfig::MaxL0CompactLevelCount(c))
+    }
 
     configs
 }
diff --git a/src/ctl/src/cmd_impl/hummock/list_kv.rs b/src/ctl/src/cmd_impl/hummock/list_kv.rs
index 2eb54362b413c..f90712a02505d 100644
--- a/src/ctl/src/cmd_impl/hummock/list_kv.rs
+++ b/src/ctl/src/cmd_impl/hummock/list_kv.rs
@@ -27,9 +27,13 @@ pub async fn list_kv(
     epoch: u64,
     table_id: u32,
     data_dir: Option<String>,
+    use_new_object_prefix_strategy: bool,
 ) -> anyhow::Result<()> {
     let hummock = context
-        .hummock_store(HummockServiceOpts::from_env(data_dir)?)
+        .hummock_store(HummockServiceOpts::from_env(
+            data_dir,
+            use_new_object_prefix_strategy,
+        )?)
         .await?;
     if is_max_epoch(epoch) {
         tracing::info!("using MAX EPOCH as epoch");
diff --git a/src/ctl/src/cmd_impl/hummock/sst_dump.rs b/src/ctl/src/cmd_impl/hummock/sst_dump.rs
index 0fc65054b51e4..3a71fbd007214 100644
--- a/src/ctl/src/cmd_impl/hummock/sst_dump.rs
+++ b/src/ctl/src/cmd_impl/hummock/sst_dump.rs
@@ -15,7 +15,6 @@
 use std::collections::HashMap;
 use std::sync::Arc;
 
-use anyhow::anyhow;
 use bytes::{Buf, Bytes};
 use chrono::offset::Utc;
 use chrono::DateTime;
@@ -59,6 +58,8 @@ pub struct SstDumpArgs {
     print_table: bool,
     #[clap(short = 'd')]
     data_dir: Option<String>,
+    #[clap(short, long = "use-new-object-prefix-strategy", default_value = "true")]
+    use_new_object_prefix_strategy: bool,
 }
 
 pub async fn sst_dump(context: &CtlContext, args: SstDumpArgs) -> anyhow::Result<()> {
@@ -72,7 +73,10 @@ pub async fn sst_dump(context: &CtlContext, args: SstDumpArgs) -> anyhow::Result
     if args.print_level {
         // Level information is retrieved from meta service
         let hummock = context
-            .hummock_store(HummockServiceOpts::from_env(args.data_dir.clone())?)
+            .hummock_store(HummockServiceOpts::from_env(
+                args.data_dir.clone(),
+                args.use_new_object_prefix_strategy,
+            )?)
             .await?;
         let version = hummock.inner().get_pinned_version().version().clone();
         let sstable_store = hummock.sstable_store();
@@ -108,16 +112,17 @@ pub async fn sst_dump(context: &CtlContext, args: SstDumpArgs) -> anyhow::Result
         }
     } else {
         // Object information is retrieved from object store. Meta service is not required.
-        let hummock_service_opts = HummockServiceOpts::from_env(args.data_dir.clone())?;
-        let sstable_store = hummock_service_opts.create_sstable_store().await?;
+        let hummock_service_opts = HummockServiceOpts::from_env(
+            args.data_dir.clone(),
+            args.use_new_object_prefix_strategy,
+        )?;
+        let sstable_store = hummock_service_opts
+            .create_sstable_store(args.use_new_object_prefix_strategy)
+            .await?;
         if let Some(obj_id) = &args.object_id {
             let obj_store = sstable_store.store();
             let obj_path = sstable_store.get_sst_data_path(*obj_id);
-            let mut obj_metadata_iter = obj_store.list(&obj_path).await?;
-            let obj = obj_metadata_iter
-                .try_next()
-                .await?
-                .ok_or_else(|| anyhow!(format!("object {obj_path} doesn't exist")))?;
+            let obj = obj_store.metadata(&obj_path).await?;
             print_object(&obj);
             let meta_offset = get_meta_offset_from_object(&obj, obj_store.as_ref()).await?;
             let obj_id = SstableStore::get_object_id_from_path(&obj.key);
diff --git a/src/ctl/src/cmd_impl/hummock/validate_version.rs b/src/ctl/src/cmd_impl/hummock/validate_version.rs
index b2ae1c22f66cf..e8f61a8c98358 100644
--- a/src/ctl/src/cmd_impl/hummock/validate_version.rs
+++ b/src/ctl/src/cmd_impl/hummock/validate_version.rs
@@ -65,6 +65,7 @@ pub async fn print_user_key_in_archive(
     archive_ids: Vec<HummockVersionId>,
     data_dir: String,
     user_key: String,
+    use_new_object_prefix_strategy: bool,
 ) -> anyhow::Result<()> {
     let user_key_bytes = hex::decode(user_key.clone()).unwrap_or_else(|_| {
         panic!("cannot decode user key {} into raw bytes", user_key);
@@ -72,7 +73,8 @@ pub async fn print_user_key_in_archive(
     let user_key = UserKey::decode(&user_key_bytes);
     println!("user key: {user_key:?}");
 
-    let hummock_opts = HummockServiceOpts::from_env(Some(data_dir.clone()))?;
+    let hummock_opts =
+        HummockServiceOpts::from_env(Some(data_dir.clone()), use_new_object_prefix_strategy)?;
     let hummock = context.hummock_store(hummock_opts).await?;
     let sstable_store = hummock.sstable_store();
     let archive_object_store = sstable_store.store();
@@ -178,8 +180,10 @@ pub async fn print_version_delta_in_archive(
     archive_ids: Vec<HummockVersionId>,
     data_dir: String,
     sst_id: HummockSstableObjectId,
+    use_new_object_prefix_strategy: bool,
 ) -> anyhow::Result<()> {
-    let hummock_opts = HummockServiceOpts::from_env(Some(data_dir.clone()))?;
+    let hummock_opts =
+        HummockServiceOpts::from_env(Some(data_dir.clone()), use_new_object_prefix_strategy)?;
     let hummock = context.hummock_store(hummock_opts).await?;
     let sstable_store = hummock.sstable_store();
     let archive_object_store = sstable_store.store();
diff --git a/src/ctl/src/cmd_impl/meta/migration.rs b/src/ctl/src/cmd_impl/meta/migration.rs
index b9aa81b677519..93be066d4e727 100644
--- a/src/ctl/src/cmd_impl/meta/migration.rs
+++ b/src/ctl/src/cmd_impl/meta/migration.rs
@@ -16,6 +16,7 @@ use std::collections::{BTreeSet, HashMap};
 use std::time::Duration;
 
 use anyhow::Context;
+use chrono::DateTime;
 use etcd_client::ConnectOptions;
 use itertools::Itertools;
 use risingwave_common::util::epoch::Epoch;
@@ -68,7 +69,6 @@ use risingwave_pb::meta::table_fragments::State;
 use risingwave_pb::meta::PbSystemParams;
 use risingwave_pb::user::grant_privilege::PbObject as GrantObject;
 use risingwave_pb::user::PbUserInfo;
-use sea_orm::prelude::DateTime;
 use sea_orm::ActiveValue::Set;
 use sea_orm::{
     ColumnTrait, ConnectionTrait, DatabaseBackend, DbBackend, EntityTrait, IntoActiveModel, NotSet,
@@ -360,11 +360,15 @@ pub async fn migrate(from: EtcdBackend, target: String, force_clean: bool) -> an
                 };
                 if let Some(epoch) = object.initialized_at_epoch.map(Epoch::from) {
                     obj.initialized_at =
-                        Set(DateTime::from_timestamp_millis(epoch.as_unix_millis() as _).unwrap());
+                        Set(DateTime::from_timestamp_millis(epoch.as_unix_millis() as _)
+                            .unwrap()
+                            .naive_utc());
                 }
                 if let Some(epoch) = object.created_at_epoch.map(Epoch::from) {
                     obj.created_at =
-                        Set(DateTime::from_timestamp_millis(epoch.as_unix_millis() as _).unwrap());
+                        Set(DateTime::from_timestamp_millis(epoch.as_unix_millis() as _)
+                            .unwrap()
+                            .naive_utc());
                 }
                 Object::insert(obj).exec(&meta_store_sql.conn).await?;
             }
@@ -390,12 +394,14 @@ pub async fn migrate(from: EtcdBackend, target: String, force_clean: bool) -> an
             ..Default::default()
         };
         if let Some(epoch) = table.initialized_at_epoch.map(Epoch::from) {
-            obj.initialized_at =
-                Set(DateTime::from_timestamp_millis(epoch.as_unix_millis() as _).unwrap());
+            obj.initialized_at = Set(DateTime::from_timestamp_millis(epoch.as_unix_millis() as _)
+                .unwrap()
+                .naive_utc());
         }
         if let Some(epoch) = table.created_at_epoch.map(Epoch::from) {
-            obj.created_at =
-                Set(DateTime::from_timestamp_millis(epoch.as_unix_millis() as _).unwrap());
+            obj.created_at = Set(DateTime::from_timestamp_millis(epoch.as_unix_millis() as _)
+                .unwrap()
+                .naive_utc());
         }
         Object::insert(obj).exec(&meta_store_sql.conn).await?;
     }
@@ -549,12 +555,12 @@ pub async fn migrate(from: EtcdBackend, target: String, force_clean: bool) -> an
                     *id = *connection_rewrite.get(id).unwrap();
                 }
                 for secret_id in s.secret_ref.values_mut() {
-                    *secret_id = *secret_rewrite.get(secret_id).unwrap();
+                    secret_id.secret_id = *secret_rewrite.get(&secret_id.secret_id).unwrap();
                 }
                 object_dependencies.extend(s.secret_ref.values().map(|id| {
                     object_dependency::ActiveModel {
                         id: NotSet,
-                        oid: Set(*id as _),
+                        oid: Set(id.secret_id as _),
                         used_by: Set(s.id as _),
                     }
                 }));
diff --git a/src/ctl/src/cmd_impl/table/scan.rs b/src/ctl/src/cmd_impl/table/scan.rs
index 8c21d975009fe..0689e315f74cb 100644
--- a/src/ctl/src/cmd_impl/table/scan.rs
+++ b/src/ctl/src/cmd_impl/table/scan.rs
@@ -86,19 +86,35 @@ pub fn make_storage_table<S: StateStore>(
     ))
 }
 
-pub async fn scan(context: &CtlContext, mv_name: String, data_dir: Option<String>) -> Result<()> {
+pub async fn scan(
+    context: &CtlContext,
+    mv_name: String,
+    data_dir: Option<String>,
+    use_new_object_prefix_strategy: bool,
+) -> Result<()> {
     let meta_client = context.meta_client().await?;
     let hummock = context
-        .hummock_store(HummockServiceOpts::from_env(data_dir)?)
+        .hummock_store(HummockServiceOpts::from_env(
+            data_dir,
+            use_new_object_prefix_strategy,
+        )?)
         .await?;
     let table = get_table_catalog(meta_client, mv_name).await?;
     do_scan(table, hummock).await
 }
 
-pub async fn scan_id(context: &CtlContext, table_id: u32, data_dir: Option<String>) -> Result<()> {
+pub async fn scan_id(
+    context: &CtlContext,
+    table_id: u32,
+    data_dir: Option<String>,
+    use_new_object_prefix_strategy: bool,
+) -> Result<()> {
     let meta_client = context.meta_client().await?;
     let hummock = context
-        .hummock_store(HummockServiceOpts::from_env(data_dir)?)
+        .hummock_store(HummockServiceOpts::from_env(
+            data_dir,
+            use_new_object_prefix_strategy,
+        )?)
         .await?;
     let table = get_table_catalog_by_id(meta_client, table_id).await?;
     do_scan(table, hummock).await
diff --git a/src/ctl/src/common/hummock_service.rs b/src/ctl/src/common/hummock_service.rs
index c71e7facc2870..e885548d5a1e1 100644
--- a/src/ctl/src/common/hummock_service.rs
+++ b/src/ctl/src/common/hummock_service.rs
@@ -36,6 +36,8 @@ pub struct HummockServiceOpts {
     pub hummock_url: String,
     pub data_dir: Option<String>,
 
+    use_new_object_prefix_strategy: bool,
+
     heartbeat_handle: Option<JoinHandle<()>>,
     heartbeat_shutdown_sender: Option<Sender<()>>,
 }
@@ -55,7 +57,10 @@ impl HummockServiceOpts {
     /// Currently, we will read these variables for meta:
     ///
     /// * `RW_HUMMOCK_URL`: hummock store address
-    pub fn from_env(data_dir: Option<String>) -> Result<Self> {
+    pub fn from_env(
+        data_dir: Option<String>,
+        use_new_object_prefix_strategy: bool,
+    ) -> Result<Self> {
         let hummock_url = match env::var("RW_HUMMOCK_URL") {
             Ok(url) => {
                 if !url.starts_with("hummock+") {
@@ -80,11 +85,13 @@ impl HummockServiceOpts {
                 bail!(MESSAGE);
             }
         };
+
         Ok(Self {
             hummock_url,
             data_dir,
             heartbeat_handle: None,
             heartbeat_shutdown_sender: None,
+            use_new_object_prefix_strategy,
         })
     }
 
@@ -142,6 +149,7 @@ impl HummockServiceOpts {
             metrics.storage_metrics.clone(),
             metrics.compactor_metrics.clone(),
             None,
+            self.use_new_object_prefix_strategy,
         )
         .await?;
 
@@ -157,7 +165,10 @@ impl HummockServiceOpts {
         }
     }
 
-    pub async fn create_sstable_store(&self) -> Result<Arc<SstableStore>> {
+    pub async fn create_sstable_store(
+        &self,
+        use_new_object_prefix_strategy: bool,
+    ) -> Result<Arc<SstableStore>> {
         let object_store = build_remote_object_store(
             self.hummock_url.strip_prefix("hummock+").unwrap(),
             Arc::new(ObjectStoreMetrics::unused()),
@@ -168,13 +179,13 @@ impl HummockServiceOpts {
 
         let opts = self.get_storage_opts();
 
-        let meta_cache_v2 = HybridCacheBuilder::new()
+        let meta_cache = HybridCacheBuilder::new()
             .memory(opts.meta_cache_capacity_mb * (1 << 20))
             .with_shards(opts.meta_cache_shard_num)
             .storage()
             .build()
             .await?;
-        let block_cache_v2 = HybridCacheBuilder::new()
+        let block_cache = HybridCacheBuilder::new()
             .memory(opts.block_cache_capacity_mb * (1 << 20))
             .with_shards(opts.block_cache_shard_num)
             .storage()
@@ -190,8 +201,9 @@ impl HummockServiceOpts {
             state_store_metrics: Arc::new(global_hummock_state_store_metrics(
                 MetricLevel::Disabled,
             )),
-            meta_cache_v2,
-            block_cache_v2,
+            use_new_object_prefix_strategy,
+            meta_cache,
+            block_cache,
         })))
     }
 }
diff --git a/src/ctl/src/lib.rs b/src/ctl/src/lib.rs
index 1276d4bfce439..002817993d859 100644
--- a/src/ctl/src/lib.rs
+++ b/src/ctl/src/lib.rs
@@ -193,6 +193,9 @@ enum HummockCommands {
 
         // data directory for hummock state store. None: use default
         data_dir: Option<String>,
+
+        #[clap(short, long = "use-new-object-prefix-strategy", default_value = "true")]
+        use_new_object_prefix_strategy: bool,
     },
     SstDump(SstDumpArgs),
     /// trigger a targeted compaction through `compaction_group_id`
@@ -259,6 +262,8 @@ enum HummockCommands {
         compression_level: Option<u32>,
         #[clap(long)]
         compression_algorithm: Option<String>,
+        #[clap(long)]
+        max_l0_compact_level: Option<u32>,
     },
     /// Split given compaction group into two. Moves the given tables to the new group.
     SplitCompactionGroup {
@@ -300,6 +305,8 @@ enum HummockCommands {
         /// KVs that are matched with the user key are printed.
         #[clap(long)]
         user_key: String,
+        #[clap(short, long = "use-new-object-prefix-strategy", default_value = "true")]
+        use_new_object_prefix_strategy: bool,
     },
     PrintVersionDeltaInArchive {
         /// The ident of the archive file in object store. It's also the first Hummock version id of this archive.
@@ -311,6 +318,8 @@ enum HummockCommands {
         /// Version deltas that are related to the SST id are printed.
         #[clap(long)]
         sst_id: u64,
+        #[clap(short, long = "use-new-object-prefix-strategy", default_value = "true")]
+        use_new_object_prefix_strategy: bool,
     },
 }
 
@@ -322,6 +331,9 @@ enum TableCommands {
         mv_name: String,
         // data directory for hummock state store. None: use default
         data_dir: Option<String>,
+
+        #[clap(short, long = "use-new-object-prefix-strategy", default_value = "true")]
+        use_new_object_prefix_strategy: bool,
     },
     /// scan a state table using Id
     ScanById {
@@ -329,6 +341,8 @@ enum TableCommands {
         table_id: u32,
         // data directory for hummock state store. None: use default
         data_dir: Option<String>,
+        #[clap(short, long = "use-new-object-prefix-strategy", default_value = "true")]
+        use_new_object_prefix_strategy: bool,
     },
     /// list all state tables
     List,
@@ -638,8 +652,16 @@ async fn start_impl(opts: CliOpts, context: &CtlContext) -> Result<()> {
             epoch,
             table_id,
             data_dir,
+            use_new_object_prefix_strategy,
         }) => {
-            cmd_impl::hummock::list_kv(context, epoch, table_id, data_dir).await?;
+            cmd_impl::hummock::list_kv(
+                context,
+                epoch,
+                table_id,
+                data_dir,
+                use_new_object_prefix_strategy,
+            )
+            .await?;
         }
         Commands::Hummock(HummockCommands::SstDump(args)) => {
             cmd_impl::hummock::sst_dump(context, args).await.unwrap()
@@ -690,6 +712,7 @@ async fn start_impl(opts: CliOpts, context: &CtlContext) -> Result<()> {
             tombstone_reclaim_ratio,
             compression_level,
             compression_algorithm,
+            max_l0_compact_level,
         }) => {
             cmd_impl::hummock::update_compaction_config(
                 context,
@@ -719,6 +742,7 @@ async fn start_impl(opts: CliOpts, context: &CtlContext) -> Result<()> {
                     } else {
                         None
                     },
+                    max_l0_compact_level,
                 ),
             )
             .await?
@@ -760,12 +784,14 @@ async fn start_impl(opts: CliOpts, context: &CtlContext) -> Result<()> {
             archive_ids,
             data_dir,
             sst_id,
+            use_new_object_prefix_strategy,
         }) => {
             cmd_impl::hummock::print_version_delta_in_archive(
                 context,
                 archive_ids,
                 data_dir,
                 sst_id,
+                use_new_object_prefix_strategy,
             )
             .await?;
         }
@@ -773,15 +799,32 @@ async fn start_impl(opts: CliOpts, context: &CtlContext) -> Result<()> {
             archive_ids,
             data_dir,
             user_key,
+            use_new_object_prefix_strategy,
         }) => {
-            cmd_impl::hummock::print_user_key_in_archive(context, archive_ids, data_dir, user_key)
-                .await?;
+            cmd_impl::hummock::print_user_key_in_archive(
+                context,
+                archive_ids,
+                data_dir,
+                user_key,
+                use_new_object_prefix_strategy,
+            )
+            .await?;
         }
-        Commands::Table(TableCommands::Scan { mv_name, data_dir }) => {
-            cmd_impl::table::scan(context, mv_name, data_dir).await?
+        Commands::Table(TableCommands::Scan {
+            mv_name,
+            data_dir,
+            use_new_object_prefix_strategy,
+        }) => {
+            cmd_impl::table::scan(context, mv_name, data_dir, use_new_object_prefix_strategy)
+                .await?
         }
-        Commands::Table(TableCommands::ScanById { table_id, data_dir }) => {
-            cmd_impl::table::scan_id(context, table_id, data_dir).await?
+        Commands::Table(TableCommands::ScanById {
+            table_id,
+            data_dir,
+            use_new_object_prefix_strategy,
+        }) => {
+            cmd_impl::table::scan_id(context, table_id, data_dir, use_new_object_prefix_strategy)
+                .await?
         }
         Commands::Table(TableCommands::List) => cmd_impl::table::list(context).await?,
         Commands::Bench(cmd) => cmd_impl::bench::do_bench(context, cmd).await?,
diff --git a/src/expr/core/src/codegen.rs b/src/expr/core/src/codegen.rs
index e944f43950fdc..825889bf6fc77 100644
--- a/src/expr/core/src/codegen.rs
+++ b/src/expr/core/src/codegen.rs
@@ -18,3 +18,4 @@ pub use async_trait::async_trait;
 pub use futures_async_stream::try_stream;
 pub use futures_util::stream::BoxStream;
 pub use linkme;
+pub use thiserror_ext::AsReport;
diff --git a/src/expr/core/src/table_function/mod.rs b/src/expr/core/src/table_function/mod.rs
index c14a50a8f41a4..d2d8e291ee076 100644
--- a/src/expr/core/src/table_function/mod.rs
+++ b/src/expr/core/src/table_function/mod.rs
@@ -31,20 +31,21 @@ pub use self::empty::*;
 pub use self::repeat::*;
 use self::user_defined::*;
 
-/// Instance of a table function.
+/// A table function takes a row as input and returns multiple rows as output.
 ///
-/// A table function takes a row as input and returns a table. It is also known as Set-Returning
-/// Function.
+/// It is also known as Set-Returning Function.
 #[async_trait::async_trait]
 pub trait TableFunction: std::fmt::Debug + Sync + Send {
+    /// The data type of the output.
     fn return_type(&self) -> DataType;
 
     /// # Contract of the output
     ///
-    /// The returned `DataChunk` contains exact two columns:
+    /// The returned `DataChunk` contains two or three columns:
     /// - The first column is an I32Array containing row indices of input chunk. It should be
     ///   monotonically increasing.
     /// - The second column is the output values. The data type of the column is `return_type`.
+    /// - (Optional) If any error occurs, the error message is stored in the third column.
     ///
     /// i.e., for the `i`-th input row, the output rows are `(i, output_1)`, `(i, output_2)`, ...
     ///
@@ -173,7 +174,7 @@ pub fn build(
 /// for i in 0..4 {
 ///     let (index, value) = iter.peek().unwrap();
 ///     assert_eq!(index, i);
-///     assert_eq!(value, Some((i as i64).into()));
+///     assert_eq!(value.unwrap(), Some((i as i64).into()));
 ///     iter.next().await.unwrap();
 /// }
 /// assert!(iter.peek().is_none());
@@ -199,11 +200,19 @@ impl<'a> TableFunctionOutputIter<'a> {
     }
 
     /// Gets the current row.
-    pub fn peek(&'a self) -> Option<(usize, DatumRef<'a>)> {
+    pub fn peek(&'a self) -> Option<(usize, Result<DatumRef<'a>>)> {
         let chunk = self.chunk.as_ref()?;
         let index = chunk.column_at(0).as_int32().value_at(self.index).unwrap() as usize;
-        let value = chunk.column_at(1).value_at(self.index);
-        Some((index, value))
+        let result = if let Some(msg) = chunk
+            .columns()
+            .get(2)
+            .and_then(|errors| errors.as_utf8().value_at(self.index))
+        {
+            Err(ExprError::Custom(msg.into()))
+        } else {
+            Ok(chunk.column_at(1).value_at(self.index))
+        };
+        Some((index, result))
     }
 
     /// Moves to the next row.
@@ -229,3 +238,20 @@ impl<'a> TableFunctionOutputIter<'a> {
         Ok(())
     }
 }
+
+/// Checks if the output chunk returned by `TableFunction::eval` contains any error.
+pub fn check_error(chunk: &DataChunk) -> Result<()> {
+    if let Some(errors) = chunk.columns().get(2) {
+        if errors.null_bitmap().any() {
+            return Err(ExprError::Custom(
+                errors
+                    .as_utf8()
+                    .iter()
+                    .find_map(|s| s)
+                    .expect("no error message")
+                    .into(),
+            ));
+        }
+    }
+    Ok(())
+}
diff --git a/src/expr/core/src/window_function/call.rs b/src/expr/core/src/window_function/call.rs
index bf3178907ab7b..5c6f40ff25bc0 100644
--- a/src/expr/core/src/window_function/call.rs
+++ b/src/expr/core/src/window_function/call.rs
@@ -22,7 +22,9 @@ use risingwave_pb::expr::window_frame::{PbBounds, PbExclusion};
 use risingwave_pb::expr::{PbWindowFrame, PbWindowFunction};
 use FrameBound::{CurrentRow, Following, Preceding, UnboundedFollowing, UnboundedPreceding};
 
-use super::{RangeFrameBounds, RowsFrameBound, RowsFrameBounds, WindowFuncKind};
+use super::{
+    RangeFrameBounds, RowsFrameBound, RowsFrameBounds, SessionFrameBounds, WindowFuncKind,
+};
 use crate::aggregate::AggArgs;
 use crate::Result;
 
@@ -100,6 +102,10 @@ impl Frame {
                 let bounds = must_match!(frame.get_bounds()?, PbBounds::Range(bounds) => bounds);
                 FrameBounds::Range(RangeFrameBounds::from_protobuf(bounds)?)
             }
+            PbType::Session => {
+                let bounds = must_match!(frame.get_bounds()?, PbBounds::Session(bounds) => bounds);
+                FrameBounds::Session(SessionFrameBounds::from_protobuf(bounds)?)
+            }
         };
         let exclusion = FrameExclusion::from_protobuf(frame.get_exclusion()?)?;
         Ok(Self { bounds, exclusion })
@@ -108,8 +114,8 @@ impl Frame {
     pub fn to_protobuf(&self) -> PbWindowFrame {
         use risingwave_pb::expr::window_frame::PbType;
         let exclusion = self.exclusion.to_protobuf() as _;
+        #[expect(deprecated)] // because of `start` and `end` fields
         match &self.bounds {
-            #[expect(deprecated)]
             FrameBounds::Rows(bounds) => PbWindowFrame {
                 r#type: PbType::Rows as _,
                 start: None, // deprecated
@@ -117,7 +123,6 @@ impl Frame {
                 exclusion,
                 bounds: Some(PbBounds::Rows(bounds.to_protobuf())),
             },
-            #[expect(deprecated)]
             FrameBounds::Range(bounds) => PbWindowFrame {
                 r#type: PbType::Range as _,
                 start: None, // deprecated
@@ -125,6 +130,13 @@ impl Frame {
                 exclusion,
                 bounds: Some(PbBounds::Range(bounds.to_protobuf())),
             },
+            FrameBounds::Session(bounds) => PbWindowFrame {
+                r#type: PbType::Session as _,
+                start: None, // deprecated
+                end: None,   // deprecated
+                exclusion,
+                bounds: Some(PbBounds::Session(bounds.to_protobuf())),
+            },
         }
     }
 }
@@ -135,6 +147,7 @@ pub enum FrameBounds {
     Rows(RowsFrameBounds),
     // Groups(GroupsFrameBounds),
     Range(RangeFrameBounds),
+    Session(SessionFrameBounds),
 }
 
 impl FrameBounds {
@@ -142,6 +155,7 @@ impl FrameBounds {
         match self {
             Self::Rows(bounds) => bounds.validate(),
             Self::Range(bounds) => bounds.validate(),
+            Self::Session(bounds) => bounds.validate(),
         }
     }
 
@@ -149,6 +163,7 @@ impl FrameBounds {
         match self {
             Self::Rows(RowsFrameBounds { start, .. }) => start.is_unbounded_preceding(),
             Self::Range(RangeFrameBounds { start, .. }) => start.is_unbounded_preceding(),
+            Self::Session(_) => false,
         }
     }
 
@@ -156,6 +171,7 @@ impl FrameBounds {
         match self {
             Self::Rows(RowsFrameBounds { end, .. }) => end.is_unbounded_following(),
             Self::Range(RangeFrameBounds { end, .. }) => end.is_unbounded_following(),
+            Self::Session(_) => false,
         }
     }
 
diff --git a/src/expr/core/src/window_function/mod.rs b/src/expr/core/src/window_function/mod.rs
index 5f747d2296729..6bbde8c8755e6 100644
--- a/src/expr/core/src/window_function/mod.rs
+++ b/src/expr/core/src/window_function/mod.rs
@@ -21,6 +21,8 @@ mod rows;
 pub use rows::*;
 mod range;
 pub use range::*;
+mod session;
+pub use session::*;
 
 mod state;
 pub use state::*;
diff --git a/src/expr/core/src/window_function/session.rs b/src/expr/core/src/window_function/session.rs
new file mode 100644
index 0000000000000..81a77058759bf
--- /dev/null
+++ b/src/expr/core/src/window_function/session.rs
@@ -0,0 +1,208 @@
+// Copyright 2024 RisingWave Labs
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+use std::fmt::Display;
+use std::ops::Deref;
+use std::sync::Arc;
+
+use anyhow::Context;
+use educe::Educe;
+use futures::FutureExt;
+use risingwave_common::bail;
+use risingwave_common::row::OwnedRow;
+use risingwave_common::types::{
+    DataType, Datum, IsNegative, ScalarImpl, ScalarRefImpl, ToOwnedDatum, ToText,
+};
+use risingwave_common::util::sort_util::OrderType;
+use risingwave_common::util::value_encoding::{DatumFromProtoExt, DatumToProtoExt};
+use risingwave_pb::expr::window_frame::PbSessionFrameBounds;
+
+use super::FrameBoundsImpl;
+use crate::expr::{
+    build_func, BoxedExpression, Expression, ExpressionBoxExt, InputRefExpression,
+    LiteralExpression,
+};
+use crate::Result;
+
+/// To implement Session Window in a similar way to Range Frame, we define a similar frame bounds
+/// structure here. It's very like [`RangeFrameBounds`](super::RangeFrameBounds), but with a gap
+/// instead of start & end offset.
+#[derive(Debug, Clone, Eq, PartialEq, Hash)]
+pub struct SessionFrameBounds {
+    pub order_data_type: DataType,
+    pub order_type: OrderType,
+    pub gap_data_type: DataType,
+    pub gap: SessionFrameGap,
+}
+
+impl SessionFrameBounds {
+    pub(super) fn from_protobuf(bounds: &PbSessionFrameBounds) -> Result<Self> {
+        let order_data_type = DataType::from(bounds.get_order_data_type()?);
+        let order_type = OrderType::from_protobuf(bounds.get_order_type()?);
+        let gap_data_type = DataType::from(bounds.get_gap_data_type()?);
+        let gap_value = Datum::from_protobuf(bounds.get_gap()?, &gap_data_type)
+            .context("gap `Datum` is not decodable")?
+            .context("gap of session frame must be non-NULL")?;
+        let mut gap = SessionFrameGap::new(gap_value);
+        gap.prepare(&order_data_type, &gap_data_type)?;
+        Ok(Self {
+            order_data_type,
+            order_type,
+            gap_data_type,
+            gap,
+        })
+    }
+
+    pub(super) fn to_protobuf(&self) -> PbSessionFrameBounds {
+        PbSessionFrameBounds {
+            gap: Some(Some(self.gap.as_scalar_ref_impl()).to_protobuf()),
+            order_data_type: Some(self.order_data_type.to_protobuf()),
+            order_type: Some(self.order_type.to_protobuf()),
+            gap_data_type: Some(self.gap_data_type.to_protobuf()),
+        }
+    }
+}
+
+impl Display for SessionFrameBounds {
+    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
+        write!(
+            f,
+            "SESSION WITH GAP {}",
+            self.gap.as_scalar_ref_impl().to_text()
+        )
+    }
+}
+
+impl FrameBoundsImpl for SessionFrameBounds {
+    fn validate(&self) -> Result<()> {
+        // TODO(rc): maybe can merge with `RangeFrameBounds::validate`
+
+        fn validate_non_negative(val: impl IsNegative + Display) -> Result<()> {
+            if val.is_negative() {
+                bail!("session gap should be non-negative, but {} is given", val);
+            }
+            Ok(())
+        }
+
+        match self.gap.as_scalar_ref_impl() {
+            ScalarRefImpl::Int16(val) => validate_non_negative(val)?,
+            ScalarRefImpl::Int32(val) => validate_non_negative(val)?,
+            ScalarRefImpl::Int64(val) => validate_non_negative(val)?,
+            ScalarRefImpl::Float32(val) => validate_non_negative(val)?,
+            ScalarRefImpl::Float64(val) => validate_non_negative(val)?,
+            ScalarRefImpl::Decimal(val) => validate_non_negative(val)?,
+            ScalarRefImpl::Interval(val) => {
+                if !val.is_never_negative() {
+                    bail!(
+                        "for session gap of type `interval`, each field should be non-negative, but {} is given",
+                        val
+                    );
+                }
+                if matches!(self.order_data_type, DataType::Timestamptz) {
+                    // for `timestamptz`, we only support gap without `month` and `day` fields
+                    if val.months() != 0 || val.days() != 0 {
+                        bail!(
+                            "for session order column of type `timestamptz`, gap should not have non-zero `month` and `day`",
+                        );
+                    }
+                }
+            }
+            _ => unreachable!(
+                "other order column data types are not supported and should be banned in frontend"
+            ),
+        }
+        Ok(())
+    }
+}
+
+impl SessionFrameBounds {
+    pub fn minimal_next_start_of(&self, end_order_value: impl ToOwnedDatum) -> Datum {
+        self.gap.for_calc().minimal_next_start_of(end_order_value)
+    }
+}
+
+/// The wrapper type for [`ScalarImpl`] session gap, containing an expression to help adding the gap
+/// to a given value.
+#[derive(Debug, Clone, Educe)]
+#[educe(PartialEq, Eq, Hash)]
+pub struct SessionFrameGap {
+    /// The original gap value.
+    gap: ScalarImpl,
+    /// Built expression for `$0 + gap`.
+    #[educe(PartialEq(ignore), Hash(ignore))]
+    add_expr: Option<Arc<BoxedExpression>>,
+}
+
+impl Deref for SessionFrameGap {
+    type Target = ScalarImpl;
+
+    fn deref(&self) -> &Self::Target {
+        &self.gap
+    }
+}
+
+impl SessionFrameGap {
+    pub fn new(gap: ScalarImpl) -> Self {
+        Self {
+            gap,
+            add_expr: None,
+        }
+    }
+
+    fn prepare(&mut self, order_data_type: &DataType, gap_data_type: &DataType) -> Result<()> {
+        use risingwave_pb::expr::expr_node::PbType as PbExprType;
+
+        let input_expr = InputRefExpression::new(order_data_type.clone(), 0);
+        let gap_expr = LiteralExpression::new(gap_data_type.clone(), Some(self.gap.clone()));
+        self.add_expr = Some(Arc::new(build_func(
+            PbExprType::Add,
+            order_data_type.clone(),
+            vec![input_expr.clone().boxed(), gap_expr.clone().boxed()],
+        )?));
+        Ok(())
+    }
+
+    pub fn new_for_test(
+        gap: ScalarImpl,
+        order_data_type: &DataType,
+        gap_data_type: &DataType,
+    ) -> Self {
+        let mut gap = Self::new(gap);
+        gap.prepare(order_data_type, gap_data_type).unwrap();
+        gap
+    }
+
+    fn for_calc(&self) -> SessionFrameGapRef<'_> {
+        SessionFrameGapRef {
+            add_expr: self.add_expr.as_ref().unwrap().as_ref(),
+        }
+    }
+}
+
+#[derive(Debug, Educe)]
+#[educe(Clone, Copy)]
+struct SessionFrameGapRef<'a> {
+    add_expr: &'a dyn Expression,
+}
+
+impl<'a> SessionFrameGapRef<'a> {
+    fn minimal_next_start_of(&self, end_order_value: impl ToOwnedDatum) -> Datum {
+        let row = OwnedRow::new(vec![end_order_value.to_owned_datum()]);
+        self.add_expr
+            .eval_row(&row)
+            .now_or_never()
+            .expect("frame bound calculation should finish immediately")
+            .expect("just simple calculation, should succeed") // TODO(rc): handle overflow
+    }
+}
diff --git a/src/expr/impl/Cargo.toml b/src/expr/impl/Cargo.toml
index 6dfbcc5905750..0f69c91e34162 100644
--- a/src/expr/impl/Cargo.toml
+++ b/src/expr/impl/Cargo.toml
@@ -28,6 +28,7 @@ anyhow = "1"
 arrow-array = { workspace = true }
 arrow-flight = { workspace = true, optional = true }
 arrow-schema = { workspace = true }
+arrow-schema-iceberg = { workspace = true }
 arrow-udf-flight = { workspace = true, optional = true }
 arrow-udf-js = { workspace = true, optional = true }
 arrow-udf-js-deno = { workspace = true, optional = true }
diff --git a/src/expr/impl/src/scalar/external/iceberg.rs b/src/expr/impl/src/scalar/external/iceberg.rs
index ea39ea7ef989d..902545d01c25d 100644
--- a/src/expr/impl/src/scalar/external/iceberg.rs
+++ b/src/expr/impl/src/scalar/external/iceberg.rs
@@ -22,7 +22,7 @@ use anyhow::anyhow;
 use icelake::types::{
     create_transform_function, Any as IcelakeDataType, BoxedTransformFunction, Transform,
 };
-use risingwave_common::array::arrow::{FromArrow, IcebergArrowConvert, ToArrow};
+use risingwave_common::array::arrow::IcebergArrowConvert;
 use risingwave_common::array::{ArrayRef, DataChunk};
 use risingwave_common::ensure;
 use risingwave_common::row::OwnedRow;
@@ -34,8 +34,8 @@ use thiserror_ext::AsReport;
 pub struct IcebergTransform {
     child: BoxedExpression,
     transform: BoxedTransformFunction,
-    input_arrow_type: arrow_schema::DataType,
-    output_arrow_field: arrow_schema::Field,
+    input_arrow_type: arrow_schema_iceberg::DataType,
+    output_arrow_field: arrow_schema_iceberg::Field,
     return_type: DataType,
 }
 
@@ -58,13 +58,14 @@ impl risingwave_expr::expr::Expression for IcebergTransform {
         // Get the child array
         let array = self.child.eval(data_chunk).await?;
         // Convert to arrow array
-        let arrow_array = IcebergArrowConvert.to_array(&self.input_arrow_type, &array)?;
+        let arrow_array = IcebergArrowConvert.to_arrow_array(&self.input_arrow_type, &array)?;
         // Transform
         let res_array = self.transform.transform(arrow_array).unwrap();
         // Convert back to array ref and return it
-        Ok(Arc::new(
-            IcebergArrowConvert.from_array(&self.output_arrow_field, &res_array)?,
-        ))
+        Ok(Arc::new(IcebergArrowConvert.array_from_arrow_array(
+            &self.output_arrow_field,
+            &res_array,
+        )?))
     }
 
     async fn eval_row(&self, _row: &OwnedRow) -> Result<Datum> {
diff --git a/src/expr/impl/src/scalar/extract.rs b/src/expr/impl/src/scalar/extract.rs
index 080c41037736f..74a50cf6869ec 100644
--- a/src/expr/impl/src/scalar/extract.rs
+++ b/src/expr/impl/src/scalar/extract.rs
@@ -65,7 +65,7 @@ fn extract_from_timelike(time: impl Timelike, unit: Unit) -> Decimal {
 fn extract_from_date(date: Date, unit: &Unit) -> Decimal {
     match unit {
         Epoch => {
-            let epoch = date.0.and_time(NaiveTime::default()).timestamp();
+            let epoch = date.0.and_time(NaiveTime::default()).and_utc().timestamp();
             epoch.into()
         }
         Julian => {
@@ -92,11 +92,12 @@ fn extract_from_time(time: Time, unit: &Unit) -> Decimal {
 fn extract_from_timestamp(timestamp: Timestamp, unit: &Unit) -> Decimal {
     match unit {
         Epoch => {
-            let epoch = timestamp.0.timestamp_micros();
+            let epoch = timestamp.0.and_utc().timestamp_micros();
             Decimal::from_i128_with_scale(epoch as i128, 6)
         }
         Julian => {
-            let epoch = Decimal::from_i128_with_scale(timestamp.0.timestamp_micros() as i128, 6);
+            let epoch =
+                Decimal::from_i128_with_scale(timestamp.0.and_utc().timestamp_micros() as i128, 6);
             epoch / (24 * 60 * 60).into() + 2_440_588.into()
         }
         _ if unit.is_date_unit() => extract_from_datelike(timestamp.0.date(), *unit),
diff --git a/src/expr/impl/src/scalar/format.rs b/src/expr/impl/src/scalar/format.rs
index 50195638e4d0e..0df53bcc277cd 100644
--- a/src/expr/impl/src/scalar/format.rs
+++ b/src/expr/impl/src/scalar/format.rs
@@ -18,7 +18,6 @@ use std::str::FromStr;
 use risingwave_common::row::Row;
 use risingwave_common::types::{ScalarRefImpl, ToText};
 use risingwave_expr::{function, ExprError, Result};
-use thiserror_ext::AsReport;
 
 use super::string::quote_ident;
 
diff --git a/src/expr/impl/src/scalar/jsonb_set.rs b/src/expr/impl/src/scalar/jsonb_set.rs
new file mode 100644
index 0000000000000..e3efefb05d416
--- /dev/null
+++ b/src/expr/impl/src/scalar/jsonb_set.rs
@@ -0,0 +1,186 @@
+// Copyright 2024 RisingWave Labs
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+use jsonbb::ValueRef;
+use risingwave_common::types::{JsonbRef, JsonbVal, ListRef};
+use risingwave_expr::{function, ExprError, Result};
+
+/// Returns `target` with the item designated by `path` replaced by `new_value`, or with `new_value`
+/// added if `create_if_missing` is true (which is the default) and the item designated by path does
+/// not exist. All earlier steps in the path must exist, or the `target` is returned unchanged. As
+/// with the path oriented operators, negative integers that appear in the path count from the end
+/// of JSON arrays.
+///
+/// If the last path step is an array index that is out of range, and `create_if_missing` is true,
+/// the new value is added at the beginning of the array if the index is negative, or at the end of
+/// the array if it is positive.
+///
+/// # Examples
+///
+/// ```slt
+/// query T
+/// SELECT jsonb_set('[{"f1":1,"f2":null},2,null,3]', '{0,f1}', '[2,3,4]', false);
+/// ----
+/// [{"f1": [2, 3, 4], "f2": null}, 2, null, 3]
+///
+/// query T
+/// SELECT jsonb_set('[{"f1":1,"f2":null},2]', '{0,f3}', '[2,3,4]');
+/// ----
+/// [{"f1": 1, "f2": null, "f3": [2, 3, 4]}, 2]
+/// ```
+#[function("jsonb_set(jsonb, varchar[], jsonb, boolean) -> jsonb")]
+fn jsonb_set4(
+    target: JsonbRef<'_>,
+    path: ListRef<'_>,
+    new_value: JsonbRef<'_>,
+    create_if_missing: bool,
+) -> Result<JsonbVal> {
+    if target.is_scalar() {
+        return Err(ExprError::InvalidParam {
+            name: "jsonb",
+            reason: "cannot set path in scalar".into(),
+        });
+    }
+    let target: ValueRef<'_> = target.into();
+    let new_value: ValueRef<'_> = new_value.into();
+    let mut builder = jsonbb::Builder::<Vec<u8>>::with_capacity(target.capacity());
+    jsonbb_set_path(target, path, 0, new_value, create_if_missing, &mut builder)?;
+    Ok(JsonbVal::from(builder.finish()))
+}
+
+#[function("jsonb_set(jsonb, varchar[], jsonb) -> jsonb")]
+fn jsonb_set3(
+    target: JsonbRef<'_>,
+    path: ListRef<'_>,
+    new_value: JsonbRef<'_>,
+) -> Result<JsonbVal> {
+    jsonb_set4(target, path, new_value, true)
+}
+
+/// Recursively set `path[i..]` in `target` to `new_value` and write the result to `builder`.
+///
+/// Panics if `i` is out of bounds.
+fn jsonbb_set_path(
+    target: ValueRef<'_>,
+    path: ListRef<'_>,
+    i: usize,
+    new_value: ValueRef<'_>,
+    create_if_missing: bool,
+    builder: &mut jsonbb::Builder,
+) -> Result<()> {
+    let last_step = i == path.len() - 1;
+    match target {
+        ValueRef::Object(obj) => {
+            let key = path
+                .get(i)
+                .unwrap()
+                .ok_or_else(|| ExprError::InvalidParam {
+                    name: "path",
+                    reason: format!("path element at position {} is null", i + 1).into(),
+                })?
+                .into_utf8();
+            builder.begin_object();
+            for (k, v) in obj.iter() {
+                builder.add_string(k);
+                if k != key {
+                    builder.add_value(v);
+                } else if last_step {
+                    builder.add_value(new_value);
+                } else {
+                    // recursively set path[i+1..] in v
+                    jsonbb_set_path(v, path, i + 1, new_value, create_if_missing, builder)?;
+                }
+            }
+            if create_if_missing && last_step && !obj.contains_key(key) {
+                builder.add_string(key);
+                builder.add_value(new_value);
+            }
+            builder.end_object();
+            Ok(())
+        }
+        ValueRef::Array(array) => {
+            let key = path
+                .get(i)
+                .unwrap()
+                .ok_or_else(|| ExprError::InvalidParam {
+                    name: "path",
+                    reason: format!("path element at position {} is null", i + 1).into(),
+                })?
+                .into_utf8();
+            let idx = key.parse::<i32>().map_err(|_| ExprError::InvalidParam {
+                name: "path",
+                reason: format!(
+                    "path element at position {} is not an integer: \"{}\"",
+                    i + 1,
+                    key
+                )
+                .into(),
+            })?;
+            let Some(idx) = normalize_array_index(array.len(), idx) else {
+                // out of bounds index
+                if create_if_missing {
+                    builder.begin_array();
+                    // the new value is added at the beginning of the array if the index is negative
+                    if idx < 0 {
+                        builder.add_value(new_value);
+                    }
+                    for v in array.iter() {
+                        builder.add_value(v);
+                    }
+                    // or at the end of the array if it is positive.
+                    if idx >= 0 {
+                        builder.add_value(new_value);
+                    }
+                    builder.end_array();
+                } else {
+                    builder.add_value(target);
+                }
+                return Ok(());
+            };
+            builder.begin_array();
+            for (j, v) in array.iter().enumerate() {
+                if j != idx {
+                    builder.add_value(v);
+                    continue;
+                }
+                if last_step {
+                    builder.add_value(new_value);
+                } else {
+                    // recursively set path[i+1..] in v
+                    jsonbb_set_path(v, path, i + 1, new_value, create_if_missing, builder)?;
+                }
+            }
+            builder.end_array();
+            Ok(())
+        }
+        _ => {
+            builder.add_value(target);
+            Ok(())
+        }
+    }
+}
+
+/// Normalizes an array index to `0..len`.
+/// Negative indices count from the end. i.e. `-len..0 => 0..len`.
+/// Returns `None` if index is out of bounds.
+fn normalize_array_index(len: usize, index: i32) -> Option<usize> {
+    if index < -(len as i32) || index >= (len as i32) {
+        return None;
+    }
+    if index >= 0 {
+        Some(index as usize)
+    } else {
+        Some((len as i32 + index) as usize)
+    }
+}
diff --git a/src/expr/impl/src/scalar/mod.rs b/src/expr/impl/src/scalar/mod.rs
index edbaaf4de01ab..c4e7990de133b 100644
--- a/src/expr/impl/src/scalar/mod.rs
+++ b/src/expr/impl/src/scalar/mod.rs
@@ -58,6 +58,7 @@ mod jsonb_info;
 mod jsonb_object;
 mod jsonb_path;
 mod jsonb_record;
+mod jsonb_set;
 mod length;
 mod lower;
 mod make_time;
diff --git a/src/expr/impl/src/scalar/to_char.rs b/src/expr/impl/src/scalar/to_char.rs
index eef011d29ef00..7c9e859675d03 100644
--- a/src/expr/impl/src/scalar/to_char.rs
+++ b/src/expr/impl/src/scalar/to_char.rs
@@ -351,6 +351,7 @@ fn format_inner(w: &mut impl Write, interval: Interval, item: &Item<'_>) -> Resu
                 | WeekFromMon | IsoYearDiv100 | Timestamp | YearDiv100 | Internal(_) => {
                     unreachable!()
                 }
+                _ => unreachable!(),
             }
             Ok(())
         }
@@ -395,6 +396,7 @@ fn format_inner(w: &mut impl Write, interval: Interval, item: &Item<'_>) -> Resu
                 | Nanosecond9
                 | RFC2822
                 | RFC3339 => unreachable!(),
+                _ => unreachable!(),
             }
         }
         Item::Error => Err(invalid_pattern_err()),
diff --git a/src/expr/impl/src/scalar/tumble.rs b/src/expr/impl/src/scalar/tumble.rs
index 3e383e59236ee..bf6f32253207a 100644
--- a/src/expr/impl/src/scalar/tumble.rs
+++ b/src/expr/impl/src/scalar/tumble.rs
@@ -38,7 +38,7 @@ pub fn tumble_start_date(timestamp: Date, window_size: Interval) -> Result<Times
 
 #[function("tumble_start(timestamp, interval) -> timestamp")]
 pub fn tumble_start_date_time(timestamp: Timestamp, window_size: Interval) -> Result<Timestamp> {
-    let timestamp_micro_second = timestamp.0.timestamp_micros();
+    let timestamp_micro_second = timestamp.0.and_utc().timestamp_micros();
     let window_start_micro_second = get_window_start(timestamp_micro_second, window_size)?;
     Ok(Timestamp::from_timestamp_uncheck(
         window_start_micro_second / 1_000_000,
@@ -72,7 +72,7 @@ pub fn tumble_start_offset_date_time(
     window_size: Interval,
     offset: Interval,
 ) -> Result<Timestamp> {
-    let timestamp_micro_second = time.0.timestamp_micros();
+    let timestamp_micro_second = time.0.and_utc().timestamp_micros();
     let window_start_micro_second =
         get_window_start_with_offset(timestamp_micro_second, window_size, offset)?;
 
diff --git a/src/expr/impl/src/table_function/generate_series.rs b/src/expr/impl/src/table_function/generate_series.rs
index d7d4bc1db37d7..91cd748a47922 100644
--- a/src/expr/impl/src/table_function/generate_series.rs
+++ b/src/expr/impl/src/table_function/generate_series.rs
@@ -18,7 +18,7 @@ use risingwave_expr::{function, ExprError, Result};
 
 #[function("generate_series(int4, int4) -> setof int4")]
 #[function("generate_series(int8, int8) -> setof int8")]
-fn generate_series<T>(start: T, stop: T) -> Result<impl Iterator<Item = Result<T>>>
+fn generate_series<T>(start: T, stop: T) -> Result<impl Iterator<Item = T>>
 where
     T: CheckedAdd<Output = T> + PartialOrd + Copy + One + IsNegative,
 {
@@ -26,10 +26,7 @@ where
 }
 
 #[function("generate_series(decimal, decimal) -> setof decimal")]
-fn generate_series_decimal(
-    start: Decimal,
-    stop: Decimal,
-) -> Result<impl Iterator<Item = Result<Decimal>>>
+fn generate_series_decimal(start: Decimal, stop: Decimal) -> Result<impl Iterator<Item = Decimal>>
 where
 {
     validate_range_parameters(start, stop, Decimal::one())?;
@@ -39,7 +36,7 @@ where
 #[function("generate_series(int4, int4, int4) -> setof int4")]
 #[function("generate_series(int8, int8, int8) -> setof int8")]
 #[function("generate_series(timestamp, timestamp, interval) -> setof timestamp")]
-fn generate_series_step<T, S>(start: T, stop: T, step: S) -> Result<impl Iterator<Item = Result<T>>>
+fn generate_series_step<T, S>(start: T, stop: T, step: S) -> Result<impl Iterator<Item = T>>
 where
     T: CheckedAdd<S, Output = T> + PartialOrd + Copy,
     S: IsNegative + Copy,
@@ -52,14 +49,14 @@ fn generate_series_step_decimal(
     start: Decimal,
     stop: Decimal,
     step: Decimal,
-) -> Result<impl Iterator<Item = Result<Decimal>>> {
+) -> Result<impl Iterator<Item = Decimal>> {
     validate_range_parameters(start, stop, step)?;
     range_generic::<_, _, true>(start, stop, step)
 }
 
 #[function("range(int4, int4) -> setof int4")]
 #[function("range(int8, int8) -> setof int8")]
-fn range<T>(start: T, stop: T) -> Result<impl Iterator<Item = Result<T>>>
+fn range<T>(start: T, stop: T) -> Result<impl Iterator<Item = T>>
 where
     T: CheckedAdd<Output = T> + PartialOrd + Copy + One + IsNegative,
 {
@@ -67,7 +64,7 @@ where
 }
 
 #[function("range(decimal, decimal) -> setof decimal")]
-fn range_decimal(start: Decimal, stop: Decimal) -> Result<impl Iterator<Item = Result<Decimal>>>
+fn range_decimal(start: Decimal, stop: Decimal) -> Result<impl Iterator<Item = Decimal>>
 where
 {
     validate_range_parameters(start, stop, Decimal::one())?;
@@ -77,7 +74,7 @@ where
 #[function("range(int4, int4, int4) -> setof int4")]
 #[function("range(int8, int8, int8) -> setof int8")]
 #[function("range(timestamp, timestamp, interval) -> setof timestamp")]
-fn range_step<T, S>(start: T, stop: T, step: S) -> Result<impl Iterator<Item = Result<T>>>
+fn range_step<T, S>(start: T, stop: T, step: S) -> Result<impl Iterator<Item = T>>
 where
     T: CheckedAdd<S, Output = T> + PartialOrd + Copy,
     S: IsNegative + Copy,
@@ -90,7 +87,7 @@ fn range_step_decimal(
     start: Decimal,
     stop: Decimal,
     step: Decimal,
-) -> Result<impl Iterator<Item = Result<Decimal>>> {
+) -> Result<impl Iterator<Item = Decimal>> {
     validate_range_parameters(start, stop, step)?;
     range_generic::<_, _, false>(start, stop, step)
 }
@@ -100,7 +97,7 @@ fn range_generic<T, S, const INCLUSIVE: bool>(
     start: T,
     stop: T,
     step: S,
-) -> Result<impl Iterator<Item = Result<T>>>
+) -> Result<impl Iterator<Item = T>>
 where
     T: CheckedAdd<S, Output = T> + PartialOrd + Copy,
     S: IsNegative + Copy,
@@ -113,21 +110,22 @@ where
     }
     let mut cur = start;
     let neg = step.is_negative();
-    let mut next = move || {
+    let next = move || {
         match (INCLUSIVE, neg) {
-            (true, true) if cur < stop => return Ok(None),
-            (true, false) if cur > stop => return Ok(None),
-            (false, true) if cur <= stop => return Ok(None),
-            (false, false) if cur >= stop => return Ok(None),
+            (true, true) if cur < stop => return None,
+            (true, false) if cur > stop => return None,
+            (false, true) if cur <= stop => return None,
+            (false, false) if cur >= stop => return None,
             _ => {}
         };
         let ret = cur;
-        cur = cur.checked_add(step).ok_or(ExprError::NumericOutOfRange)?;
-        Ok(Some(ret))
+        cur = cur.checked_add(step)?;
+        Some(ret)
     };
-    Ok(std::iter::from_fn(move || next().transpose()))
+    Ok(std::iter::from_fn(next))
 }
 
+/// Validate decimals can not be `NaN` or `infinity`.
 #[inline]
 fn validate_range_parameters(start: Decimal, stop: Decimal, step: Decimal) -> Result<()> {
     validate_decimal(start, "start")?;
@@ -160,8 +158,7 @@ mod tests {
     use risingwave_common::types::test_utils::IntervalTestExt;
     use risingwave_common::types::{DataType, Decimal, Interval, ScalarImpl, Timestamp};
     use risingwave_expr::expr::{BoxedExpression, ExpressionBoxExt, LiteralExpression};
-    use risingwave_expr::table_function::build;
-    use risingwave_expr::ExprError;
+    use risingwave_expr::table_function::{build, check_error};
     use risingwave_pb::expr::table_function::PbType;
 
     const CHUNK_SIZE: usize = 1024;
@@ -309,40 +306,27 @@ mod tests {
 
     #[tokio::test]
     async fn test_generate_series_decimal() {
-        let start = Decimal::from_str("1").unwrap();
-        let start_inf = Decimal::from_str("infinity").unwrap();
-        let stop = Decimal::from_str("5").unwrap();
-        let stop_inf = Decimal::from_str("-infinity").unwrap();
-
-        let step = Decimal::from_str("1").unwrap();
-        let step_nan = Decimal::from_str("nan").unwrap();
-        let step_inf = Decimal::from_str("infinity").unwrap();
-        generate_series_decimal(start, stop, step, true).await;
-        generate_series_decimal(start_inf, stop, step, false).await;
-        generate_series_decimal(start_inf, stop_inf, step, false).await;
-        generate_series_decimal(start, stop_inf, step, false).await;
-        generate_series_decimal(start, stop, step_nan, false).await;
-        generate_series_decimal(start, stop, step_inf, false).await;
-        generate_series_decimal(start, stop_inf, step_nan, false).await;
+        generate_series_decimal("1", "5", "1", true).await;
+        generate_series_decimal("inf", "5", "1", false).await;
+        generate_series_decimal("inf", "-inf", "1", false).await;
+        generate_series_decimal("1", "-inf", "1", false).await;
+        generate_series_decimal("1", "5", "nan", false).await;
+        generate_series_decimal("1", "5", "inf", false).await;
+        generate_series_decimal("1", "-inf", "nan", false).await;
     }
 
-    async fn generate_series_decimal(
-        start: Decimal,
-        stop: Decimal,
-        step: Decimal,
-        expect_ok: bool,
-    ) {
-        fn literal(ty: DataType, v: ScalarImpl) -> BoxedExpression {
-            LiteralExpression::new(ty, Some(v)).boxed()
+    async fn generate_series_decimal(start: &str, stop: &str, step: &str, expect_ok: bool) {
+        fn decimal_literal(v: Decimal) -> BoxedExpression {
+            LiteralExpression::new(DataType::Decimal, Some(v.into())).boxed()
         }
         let function = build(
             PbType::GenerateSeries,
             DataType::Decimal,
             CHUNK_SIZE,
             vec![
-                literal(DataType::Decimal, start.into()),
-                literal(DataType::Decimal, stop.into()),
-                literal(DataType::Decimal, step.into()),
+                decimal_literal(start.parse().unwrap()),
+                decimal_literal(stop.parse().unwrap()),
+                decimal_literal(step.parse().unwrap()),
             ],
         )
         .unwrap();
@@ -350,17 +334,13 @@ mod tests {
         let dummy_chunk = DataChunk::new_dummy(1);
         let mut output = function.eval(&dummy_chunk).await;
         while let Some(res) = output.next().await {
-            match res {
-                Ok(_) => {
-                    assert!(expect_ok);
-                }
-                Err(ExprError::InvalidParam { .. }) => {
-                    assert!(!expect_ok);
-                }
-                Err(_) => {
-                    unreachable!();
-                }
-            }
+            let chunk = res.unwrap();
+            let error = check_error(&chunk);
+            assert_eq!(
+                error.is_ok(),
+                expect_ok,
+                "generate_series({start}, {stop}, {step})"
+            );
         }
     }
 }
diff --git a/src/expr/impl/src/window_function/aggregate.rs b/src/expr/impl/src/window_function/aggregate.rs
index 7710a1b7adb2d..9942581357f77 100644
--- a/src/expr/impl/src/window_function/aggregate.rs
+++ b/src/expr/impl/src/window_function/aggregate.rs
@@ -31,7 +31,7 @@ use risingwave_expr::window_function::{
 use risingwave_expr::Result;
 use smallvec::SmallVec;
 
-use super::buffer::{RangeWindow, RowsWindow, WindowBuffer, WindowImpl};
+use super::buffer::{RangeWindow, RowsWindow, SessionWindow, WindowBuffer, WindowImpl};
 
 type StateValue = SmallVec<[Datum; 2]>;
 
@@ -99,6 +99,17 @@ pub(super) fn new(call: &WindowFuncCall) -> Result<BoxedWindowState> {
             ),
             buffer_heap_size: KvSize::new(),
         }) as BoxedWindowState,
+        FrameBounds::Session(frame_bounds) => Box::new(AggregateState {
+            agg_func,
+            agg_impl,
+            arg_data_types,
+            buffer: WindowBuffer::<SessionWindow<StateValue>>::new(
+                SessionWindow::new(frame_bounds.clone()),
+                call.frame.exclusion,
+                enable_delta,
+            ),
+            buffer_heap_size: KvSize::new(),
+        }) as BoxedWindowState,
     };
     Ok(this)
 }
diff --git a/src/expr/impl/src/window_function/buffer.rs b/src/expr/impl/src/window_function/buffer.rs
index 6c6277c20ee63..bd1c10d162b23 100644
--- a/src/expr/impl/src/window_function/buffer.rs
+++ b/src/expr/impl/src/window_function/buffer.rs
@@ -18,9 +18,9 @@ use std::ops::Range;
 use educe::Educe;
 use risingwave_common::array::Op;
 use risingwave_common::types::Sentinelled;
-use risingwave_common::util::memcmp_encoding;
+use risingwave_common::util::memcmp_encoding::{self, MemcmpEncoded};
 use risingwave_expr::window_function::{
-    FrameExclusion, RangeFrameBounds, RowsFrameBounds, StateKey,
+    FrameExclusion, RangeFrameBounds, RowsFrameBounds, SessionFrameBounds, StateKey,
 };
 
 use super::range_utils::{range_diff, range_except};
@@ -148,7 +148,7 @@ impl<W: WindowImpl> WindowBuffer<W> {
         let old_outer = self.curr_window_outer();
 
         self.buffer.push_back(Entry { key, value });
-        self.recalculate_left_right();
+        self.recalculate_left_right(RecalculateHint::Append);
 
         if self.curr_delta.is_some() {
             self.maintain_delta(old_outer, self.curr_window_outer());
@@ -161,7 +161,7 @@ impl<W: WindowImpl> WindowBuffer<W> {
         let old_outer = self.curr_window_outer();
 
         self.curr_idx += 1;
-        self.recalculate_left_right();
+        self.recalculate_left_right(RecalculateHint::Slide);
 
         if self.curr_delta.is_some() {
             self.maintain_delta(old_outer, self.curr_window_outer());
@@ -171,6 +171,9 @@ impl<W: WindowImpl> WindowBuffer<W> {
         self.curr_idx -= min_needed_idx;
         self.left_idx -= min_needed_idx;
         self.right_excl_idx -= min_needed_idx;
+
+        self.window_impl.shift_indices(min_needed_idx);
+
         self.buffer
             .drain(0..min_needed_idx)
             .map(|Entry { key, value }| (key, value))
@@ -189,14 +192,14 @@ impl<W: WindowImpl> WindowBuffer<W> {
         }
     }
 
-    fn recalculate_left_right(&mut self) {
+    fn recalculate_left_right(&mut self, hint: RecalculateHint) {
         let window = BufferRefMut {
             buffer: &self.buffer,
             curr_idx: &mut self.curr_idx,
             left_idx: &mut self.left_idx,
             right_excl_idx: &mut self.right_excl_idx,
         };
-        self.window_impl.recalculate_left_right(window);
+        self.window_impl.recalculate_left_right(window, hint);
     }
 }
 
@@ -218,6 +221,12 @@ pub(super) struct BufferRefMut<'a, K: Ord, V: Clone> {
     right_excl_idx: &'a mut usize,
 }
 
+#[derive(Clone, Copy, PartialEq, Eq)]
+pub(super) enum RecalculateHint {
+    Append,
+    Slide,
+}
+
 /// A trait for sliding window implementations. This trait is used by [`WindowBuffer`] to
 /// determine the status of current window and how to slide the window.
 pub(super) trait WindowImpl {
@@ -233,8 +242,16 @@ pub(super) trait WindowImpl {
     fn following_saturated(&self, window: BufferRef<'_, Self::Key, Self::Value>) -> bool;
 
     /// Recalculate the left and right indices of the current window, according to the latest
-    /// `curr_idx`. The indices are indices in the buffer vector.
-    fn recalculate_left_right(&self, window: BufferRefMut<'_, Self::Key, Self::Value>);
+    /// `curr_idx` and the hint.
+    fn recalculate_left_right(
+        &mut self,
+        window: BufferRefMut<'_, Self::Key, Self::Value>,
+        hint: RecalculateHint,
+    );
+
+    /// Shift the indices stored by the [`WindowImpl`] by `n` positions. This should be called
+    /// after evicting rows from the buffer.
+    fn shift_indices(&mut self, n: usize);
 }
 
 /// The sliding window implementation for `ROWS` frames.
@@ -301,7 +318,11 @@ impl<K: Ord, V: Clone> WindowImpl for RowsWindow<K, V> {
         }
     }
 
-    fn recalculate_left_right(&self, window: BufferRefMut<'_, Self::Key, Self::Value>) {
+    fn recalculate_left_right(
+        &mut self,
+        window: BufferRefMut<'_, Self::Key, Self::Value>,
+        _hint: RecalculateHint,
+    ) {
         if window.buffer.is_empty() {
             *window.left_idx = 0;
             *window.right_excl_idx = 0;
@@ -333,6 +354,8 @@ impl<K: Ord, V: Clone> WindowImpl for RowsWindow<K, V> {
             *window.right_excl_idx = window.buffer.len();
         }
     }
+
+    fn shift_indices(&mut self, _n: usize) {}
 }
 
 /// The sliding window implementation for `RANGE` frames.
@@ -377,7 +400,11 @@ impl<V: Clone> WindowImpl for RangeWindow<V> {
             }
     }
 
-    fn recalculate_left_right(&self, window: BufferRefMut<'_, Self::Key, Self::Value>) {
+    fn recalculate_left_right(
+        &mut self,
+        window: BufferRefMut<'_, Self::Key, Self::Value>,
+        _hint: RecalculateHint,
+    ) {
         if window.buffer.is_empty() {
             *window.left_idx = 0;
             *window.right_excl_idx = 0;
@@ -433,14 +460,199 @@ impl<V: Clone> WindowImpl for RangeWindow<V> {
             Sentinelled::Smallest => unreachable!("frame end never be UNBOUNDED PRECEDING"),
         }
     }
+
+    fn shift_indices(&mut self, _n: usize) {}
+}
+
+pub(super) struct SessionWindow<V: Clone> {
+    frame_bounds: SessionFrameBounds,
+    /// The latest session is the rightmost session in the buffer, which is updated during appending.
+    latest_session: Option<LatestSession>,
+    /// The sizes of recognized but not consumed sessions in the buffer. It's updated during appending.
+    /// The first element, if any, should be the size of the "current session window". When sliding,
+    /// the front should be popped.
+    recognized_session_sizes: VecDeque<usize>,
+    _phantom: std::marker::PhantomData<V>,
+}
+
+#[derive(Debug)]
+struct LatestSession {
+    /// The starting index of the latest session.
+    start_idx: usize,
+
+    /// Minimal next start means the minimal order value that can start a new session.
+    /// If a row has an order value less than this, it should be in the current session.
+    minimal_next_start: MemcmpEncoded,
+}
+
+impl<V: Clone> SessionWindow<V> {
+    pub fn new(frame_bounds: SessionFrameBounds) -> Self {
+        Self {
+            frame_bounds,
+            latest_session: None,
+            recognized_session_sizes: Default::default(),
+            _phantom: std::marker::PhantomData,
+        }
+    }
+}
+
+impl<V: Clone> WindowImpl for SessionWindow<V> {
+    type Key = StateKey;
+    type Value = V;
+
+    fn preceding_saturated(&self, window: BufferRef<'_, Self::Key, Self::Value>) -> bool {
+        window.curr_idx < window.buffer.len() && {
+            // XXX(rc): It seems that preceding saturation is not important, may remove later.
+            true
+        }
+    }
+
+    fn following_saturated(&self, window: BufferRef<'_, Self::Key, Self::Value>) -> bool {
+        window.curr_idx < window.buffer.len() && {
+            // For session window, `left_idx` is always smaller than `right_excl_idx`.
+            assert!(window.left_idx <= window.curr_idx);
+            assert!(window.curr_idx < window.right_excl_idx);
+
+            // The following expression checks whether the current window is the latest session.
+            // If it is, we don't think it's saturated because the next row may be still in the
+            // same session. Otherwise, we can safely say it's saturated.
+            self.latest_session
+                .as_ref()
+                .map_or(false, |LatestSession { start_idx, .. }| {
+                    window.left_idx < *start_idx
+                })
+        }
+    }
+
+    fn recalculate_left_right(
+        &mut self,
+        window: BufferRefMut<'_, Self::Key, Self::Value>,
+        hint: RecalculateHint,
+    ) {
+        // Terms:
+        // - Session: A continuous range of rows among any two of which the difference of order values
+        //   is less than the session gap. This is a concept on the whole stream. Sessions are recognized
+        //   during appending.
+        // - Current window: The range of rows that are represented by the indices in `window`. It is a
+        //   status of the `WindowBuffer`. If the current window happens to be the last session in the
+        //   buffer, it will be updated during appending. Otherwise it will only be updated during sliding.
+
+        match hint {
+            RecalculateHint::Append => {
+                assert!(!window.buffer.is_empty()); // because we just appended a row
+                let appended_idx = window.buffer.len() - 1;
+                let appended_key = &window.buffer[appended_idx].key;
+
+                let minimal_next_start_of_appended = self.frame_bounds.minimal_next_start_of(
+                    memcmp_encoding::decode_value(
+                        &self.frame_bounds.order_data_type,
+                        &appended_key.order_key,
+                        self.frame_bounds.order_type,
+                    )
+                    .expect("no reason to fail here because we just encoded it in memory"),
+                );
+                let minimal_next_start_enc_of_appended = memcmp_encoding::encode_value(
+                    minimal_next_start_of_appended,
+                    self.frame_bounds.order_type,
+                )
+                .expect("no reason to fail here");
+
+                if let Some(LatestSession {
+                    ref start_idx,
+                    minimal_next_start,
+                }) = self.latest_session.as_mut()
+                {
+                    if &appended_key.order_key >= minimal_next_start {
+                        // the appended row starts a new session
+                        self.recognized_session_sizes
+                            .push_back(appended_idx - start_idx);
+                        self.latest_session = Some(LatestSession {
+                            start_idx: appended_idx,
+                            minimal_next_start: minimal_next_start_enc_of_appended,
+                        });
+                        // no need to update the current window because it's now corresponding
+                        // to some previous session
+                    } else {
+                        // the appended row belongs to the latest session
+                        *minimal_next_start = minimal_next_start_enc_of_appended;
+
+                        if *start_idx == *window.left_idx {
+                            // the current window is the latest session, we should extend it
+                            *window.right_excl_idx = appended_idx + 1;
+                        }
+                    }
+                } else {
+                    // no session yet, the current window should be empty
+                    let left_idx = *window.left_idx;
+                    let curr_idx = *window.curr_idx;
+                    let old_right_excl_idx = *window.right_excl_idx;
+                    assert_eq!(left_idx, curr_idx);
+                    assert_eq!(left_idx, old_right_excl_idx);
+                    assert_eq!(old_right_excl_idx, window.buffer.len() - 1);
+
+                    // now we put the first row into the current window
+                    *window.right_excl_idx = window.buffer.len();
+
+                    // and start to recognize the latest session
+                    self.latest_session = Some(LatestSession {
+                        start_idx: left_idx,
+                        minimal_next_start: minimal_next_start_enc_of_appended,
+                    });
+                }
+            }
+            RecalculateHint::Slide => {
+                let old_left_idx = *window.left_idx;
+                let new_curr_idx = *window.curr_idx;
+                let old_right_excl_idx = *window.right_excl_idx;
+
+                if new_curr_idx < old_right_excl_idx {
+                    // the current row is still in the current session window, no need to slide
+                } else {
+                    let old_session_size = self.recognized_session_sizes.pop_front();
+                    let next_session_size = self.recognized_session_sizes.front().copied();
+
+                    if let Some(old_session_size) = old_session_size {
+                        assert_eq!(old_session_size, old_right_excl_idx - old_left_idx);
+
+                        // slide the window to the next session
+                        if let Some(next_session_size) = next_session_size {
+                            // the next session is fully recognized, so we know the ending index
+                            *window.left_idx = old_right_excl_idx;
+                            *window.right_excl_idx = old_right_excl_idx + next_session_size;
+                        } else {
+                            // the next session is still in recognition, so we end the window at the end of buffer
+                            *window.left_idx = old_right_excl_idx;
+                            *window.right_excl_idx = window.buffer.len();
+                        }
+                    } else {
+                        // no recognized session yet, meaning the current window is the last session in the buffer
+                        assert_eq!(old_right_excl_idx, window.buffer.len());
+                        *window.left_idx = old_right_excl_idx;
+                        *window.right_excl_idx = old_right_excl_idx;
+                        self.latest_session = None;
+                    }
+                }
+            }
+        }
+    }
+
+    fn shift_indices(&mut self, n: usize) {
+        if let Some(LatestSession { start_idx, .. }) = self.latest_session.as_mut() {
+            *start_idx -= n;
+        }
+    }
 }
 
 #[cfg(test)]
 mod tests {
     use itertools::Itertools;
+    use risingwave_common::row::OwnedRow;
+    use risingwave_common::types::{DataType, ScalarImpl};
+    use risingwave_common::util::sort_util::OrderType;
     use risingwave_expr::window_function::FrameBound::{
         CurrentRow, Following, Preceding, UnboundedFollowing, UnboundedPreceding,
     };
+    use risingwave_expr::window_function::SessionFrameGap;
 
     use super::*;
 
@@ -734,4 +946,114 @@ mod tests {
             vec!["hello"]
         );
     }
+
+    #[test]
+    fn test_session_frame() {
+        let order_data_type = DataType::Int64;
+        let order_type = OrderType::ascending();
+        let gap_data_type = DataType::Int64;
+
+        let mut buffer = WindowBuffer::<SessionWindow<_>>::new(
+            SessionWindow::new(SessionFrameBounds {
+                order_data_type: order_data_type.clone(),
+                order_type,
+                gap_data_type: gap_data_type.clone(),
+                gap: SessionFrameGap::new_for_test(
+                    ScalarImpl::Int64(5),
+                    &order_data_type,
+                    &gap_data_type,
+                ),
+            }),
+            FrameExclusion::NoOthers,
+            true,
+        );
+
+        let key = |key: i64| -> StateKey {
+            StateKey {
+                order_key: memcmp_encoding::encode_value(&Some(ScalarImpl::from(key)), order_type)
+                    .unwrap(),
+                pk: OwnedRow::empty().into(),
+            }
+        };
+
+        assert!(buffer.curr_key().is_none());
+
+        buffer.append(key(1), "hello");
+        buffer.append(key(3), "session");
+        let window = buffer.curr_window();
+        assert_eq!(window.key, Some(&key(1)));
+        assert!(window.preceding_saturated);
+        assert!(!window.following_saturated);
+        assert_eq!(
+            buffer.curr_window_values().cloned().collect_vec(),
+            vec!["hello", "session"]
+        );
+
+        buffer.append(key(8), "window"); // start a new session
+        let window = buffer.curr_window();
+        assert!(window.following_saturated);
+        assert_eq!(
+            buffer.curr_window_values().cloned().collect_vec(),
+            vec!["hello", "session"]
+        );
+
+        buffer.append(key(15), "and");
+        buffer.append(key(16), "world");
+        assert_eq!(
+            buffer.curr_window_values().cloned().collect_vec(),
+            vec!["hello", "session"]
+        );
+
+        let removed_keys = buffer.slide().map(|(k, _)| k).collect_vec();
+        assert!(removed_keys.is_empty());
+        let window = buffer.curr_window();
+        assert_eq!(window.key, Some(&key(3)));
+        assert!(window.preceding_saturated);
+        assert!(window.following_saturated);
+        assert_eq!(
+            buffer.curr_window_values().cloned().collect_vec(),
+            vec!["hello", "session"]
+        );
+
+        let removed_keys = buffer.slide().map(|(k, _)| k).collect_vec();
+        assert_eq!(removed_keys, vec![key(1), key(3)]);
+        assert_eq!(buffer.smallest_key(), Some(&key(8)));
+        let window = buffer.curr_window();
+        assert_eq!(window.key, Some(&key(8)));
+        assert!(window.preceding_saturated);
+        assert!(window.following_saturated);
+        assert_eq!(
+            buffer.curr_window_values().cloned().collect_vec(),
+            vec!["window"]
+        );
+
+        let removed_keys = buffer.slide().map(|(k, _)| k).collect_vec();
+        assert_eq!(removed_keys, vec![key(8)]);
+        assert_eq!(buffer.smallest_key(), Some(&key(15)));
+        let window = buffer.curr_window();
+        assert_eq!(window.key, Some(&key(15)));
+        assert!(window.preceding_saturated);
+        assert!(!window.following_saturated);
+        assert_eq!(
+            buffer.curr_window_values().cloned().collect_vec(),
+            vec!["and", "world"]
+        );
+
+        let removed_keys = buffer.slide().map(|(k, _)| k).collect_vec();
+        assert!(removed_keys.is_empty());
+        assert_eq!(buffer.curr_key(), Some(&key(16)));
+        assert_eq!(
+            buffer.curr_window_values().cloned().collect_vec(),
+            vec!["and", "world"]
+        );
+
+        let removed_keys = buffer.slide().map(|(k, _)| k).collect_vec();
+        assert_eq!(removed_keys, vec![key(15), key(16)]);
+        assert!(buffer.curr_key().is_none());
+        assert!(buffer
+            .curr_window_values()
+            .cloned()
+            .collect_vec()
+            .is_empty());
+    }
 }
diff --git a/src/expr/macro/src/gen.rs b/src/expr/macro/src/gen.rs
index 1a14dbca6001e..8bf39c17e763b 100644
--- a/src/expr/macro/src/gen.rs
+++ b/src/expr/macro/src/gen.rs
@@ -1122,11 +1122,29 @@ impl FunctionAttr {
         let iter = quote! { #fn_name(#(#inputs,)* #prebuilt_arg #context) };
         let mut iter = match user_fn.return_type_kind {
             ReturnTypeKind::T => quote! { #iter },
-            ReturnTypeKind::Result => quote! { #iter? },
-            ReturnTypeKind::Option => quote! { if let Some(it) = #iter { it } else { continue; } },
-            ReturnTypeKind::ResultOption => {
-                quote! { if let Some(it) = #iter? { it } else { continue; } }
-            }
+            ReturnTypeKind::Option => quote! { match #iter {
+                Some(it) => it,
+                None => continue,
+            } },
+            ReturnTypeKind::Result => quote! { match #iter {
+                Ok(it) => it,
+                Err(e) => {
+                    index_builder.append(Some(i as i32));
+                    #(#builders.append_null();)*
+                    error_builder.append_display(Some(e.as_report()));
+                    continue;
+                }
+            } },
+            ReturnTypeKind::ResultOption => quote! { match #iter {
+                Ok(Some(it)) => it,
+                Ok(None) => continue,
+                Err(e) => {
+                    index_builder.append(Some(i as i32));
+                    #(#builders.append_null();)*
+                    error_builder.append_display(Some(e.as_report()));
+                    continue;
+                }
+            } },
         };
         // if user function accepts non-option arguments, we assume the function
         // returns empty on null input, so we need to unwrap the inputs before calling.
@@ -1153,11 +1171,24 @@ impl FunctionAttr {
                 "expect `impl Iterator` in return type",
             )
         })?;
-        let output = match iterator_item_type {
-            ReturnTypeKind::T => quote! { Some(output) },
-            ReturnTypeKind::Option => quote! { output },
-            ReturnTypeKind::Result => quote! { Some(output?) },
-            ReturnTypeKind::ResultOption => quote! { output? },
+        let append_output = match iterator_item_type {
+            ReturnTypeKind::T => quote! {
+                let (#(#outputs),*) = output;
+                #(#builders.append(#optioned_outputs);)* error_builder.append_null();
+            },
+            ReturnTypeKind::Option => quote! { match output {
+                Some((#(#outputs),*)) => { #(#builders.append(#optioned_outputs);)* error_builder.append_null(); }
+                None => { #(#builders.append_null();)* error_builder.append_null(); }
+            } },
+            ReturnTypeKind::Result => quote! { match output {
+                Ok((#(#outputs),*)) => { #(#builders.append(#optioned_outputs);)* error_builder.append_null(); }
+                Err(e) => { #(#builders.append_null();)* error_builder.append_display(Some(e.as_report())); }
+            } },
+            ReturnTypeKind::ResultOption => quote! { match output {
+                Ok(Some((#(#outputs),*))) => { #(#builders.append(#optioned_outputs);)* error_builder.append_null(); }
+                Ok(None) => { #(#builders.append_null();)* error_builder.append_null(); }
+                Err(e) => { #(#builders.append_null();)* error_builder.append_display(Some(e.as_report())); }
+            } },
         };
 
         Ok(quote! {
@@ -1215,6 +1246,7 @@ impl FunctionAttr {
 
                         let mut index_builder = I32ArrayBuilder::new(self.chunk_size);
                         #(let mut #builders = #builder_types::with_type(self.chunk_size, #return_types);)*
+                        let mut error_builder = Utf8ArrayBuilder::new(self.chunk_size);
 
                         for i in 0..input.capacity() {
                             if unsafe { !input.visibility().is_set_unchecked(i) } {
@@ -1223,17 +1255,19 @@ impl FunctionAttr {
                             #(let #inputs = unsafe { #arrays.value_at_unchecked(i) };)*
                             for output in #iter {
                                 index_builder.append(Some(i as i32));
-                                match #output {
-                                    Some((#(#outputs),*)) => { #(#builders.append(#optioned_outputs);)* }
-                                    None => { #(#builders.append_null();)* }
-                                }
+                                #append_output
 
                                 if index_builder.len() == self.chunk_size {
                                     let len = index_builder.len();
                                     let index_array = std::mem::replace(&mut index_builder, I32ArrayBuilder::new(self.chunk_size)).finish().into_ref();
                                     let value_arrays = [#(std::mem::replace(&mut #builders, #builder_types::with_type(self.chunk_size, #return_types)).finish().into_ref()),*];
                                     #build_value_array
-                                    yield DataChunk::new(vec![index_array, value_array], self.chunk_size);
+                                    let error_array = std::mem::replace(&mut error_builder, Utf8ArrayBuilder::new(self.chunk_size)).finish().into_ref();
+                                    if error_array.null_bitmap().any() {
+                                        yield DataChunk::new(vec![index_array, value_array, error_array], self.chunk_size);
+                                    } else {
+                                        yield DataChunk::new(vec![index_array, value_array], self.chunk_size);
+                                    }
                                 }
                             }
                         }
@@ -1243,7 +1277,12 @@ impl FunctionAttr {
                             let index_array = index_builder.finish().into_ref();
                             let value_arrays = [#(#builders.finish().into_ref()),*];
                             #build_value_array
-                            yield DataChunk::new(vec![index_array, value_array], len);
+                            let error_array = error_builder.finish().into_ref();
+                            if error_array.null_bitmap().any() {
+                                yield DataChunk::new(vec![index_array, value_array, error_array], len);
+                            } else {
+                                yield DataChunk::new(vec![index_array, value_array], len);
+                            }
                         }
                     }
                 }
diff --git a/src/frontend/Cargo.toml b/src/frontend/Cargo.toml
index feb4aa596c55f..a59ce2e55f678 100644
--- a/src/frontend/Cargo.toml
+++ b/src/frontend/Cargo.toml
@@ -18,6 +18,7 @@ normal = ["workspace-hack"]
 anyhow = "1"
 arc-swap = "1"
 arrow-schema = { workspace = true }
+arrow-schema-iceberg = { workspace = true }
 async-recursion = "1.1.0"
 async-trait = "0.1"
 auto_enums = { workspace = true }
diff --git a/src/frontend/planner_test/src/lib.rs b/src/frontend/planner_test/src/lib.rs
index 99bb73b5fe29f..ee4f942f09889 100644
--- a/src/frontend/planner_test/src/lib.rs
+++ b/src/frontend/planner_test/src/lib.rs
@@ -21,7 +21,7 @@ risingwave_expr_impl::enable!();
 
 mod resolve_id;
 
-use std::collections::{BTreeMap, HashMap, HashSet};
+use std::collections::{BTreeMap, HashSet};
 use std::path::{Path, PathBuf};
 use std::sync::Arc;
 
@@ -833,7 +833,7 @@ impl TestCase {
             if self.expected_outputs.contains(&TestType::SinkPlan) {
                 let mut plan_root = plan_root.clone();
                 let sink_name = "sink_test";
-                let mut options = HashMap::new();
+                let mut options = BTreeMap::new();
                 options.insert("connector".to_string(), "blackhole".to_string());
                 options.insert("type".to_string(), "append-only".to_string());
                 let options = WithOptions::new(options);
diff --git a/src/frontend/planner_test/tests/testdata/input/create_source.yaml b/src/frontend/planner_test/tests/testdata/input/create_source.yaml
index be313f83b14da..9d57c828c41d3 100644
--- a/src/frontend/planner_test/tests/testdata/input/create_source.yaml
+++ b/src/frontend/planner_test/tests/testdata/input/create_source.yaml
@@ -13,7 +13,7 @@
     create source s with(connector='kafka') FORMAT PLAIN ENCODE JSON;
   expected_outputs:
   - planner_error
-- id: csv_delimiter_tab
+- id: csv_delimiter_comma
   sql: |
     explain create table s0 (v1 int, v2 varchar) with (
       connector = 'kafka',
@@ -23,6 +23,16 @@
     ) FORMAT PLAIN ENCODE CSV (delimiter = ',', without_header = true);
   expected_outputs:
   - explain_output
+- id: csv_delimiter_semicolon
+  sql: |
+    explain create table s0 (v1 int, v2 varchar) with (
+      connector = 'kafka',
+      topic = 'kafka_1_csv_topic',
+      properties.bootstrap.server = 'message_queue:29092',
+      scan.startup.mode = 'earliest'
+    ) FORMAT PLAIN ENCODE CSV (delimiter = ';', without_header = true);
+  expected_outputs:
+    - explain_output
 - id: csv_delimiter_tab
   sql: |
     explain create table s0 (v1 int, v2 varchar) with (
diff --git a/src/frontend/planner_test/tests/testdata/input/generate_series_with_now.yaml b/src/frontend/planner_test/tests/testdata/input/generate_series_with_now.yaml
new file mode 100644
index 0000000000000..e121aba41ff6f
--- /dev/null
+++ b/src/frontend/planner_test/tests/testdata/input/generate_series_with_now.yaml
@@ -0,0 +1,30 @@
+- sql: |
+    select * from generate_series(
+      '2024-06-21 17:36:00'::timestamptz,
+      now(),
+      interval '1 hour'
+    );
+  expected_outputs:
+    - logical_plan
+    - optimized_logical_plan_for_stream
+    - stream_plan
+- sql: |
+    select * from generate_series(
+      '2024-06-21 17:36:00'::timestamp, -- `timestamp` type is not supported
+      now(),
+      interval '1 hour'
+    );
+  expected_outputs:
+    - binder_error
+- sql: |
+    select * from generate_series(
+      now() - interval '1 hour',
+      now(),
+      interval '1 hour'
+    );
+  expected_outputs:
+    - stream_error
+- sql: |
+    select * from unnest(array[now(), now()]);
+  expected_outputs:
+    - stream_error
diff --git a/src/frontend/planner_test/tests/testdata/input/lateral_subquery.yaml b/src/frontend/planner_test/tests/testdata/input/lateral_subquery.yaml
index 869bbdf6d7136..8b9126f18d641 100644
--- a/src/frontend/planner_test/tests/testdata/input/lateral_subquery.yaml
+++ b/src/frontend/planner_test/tests/testdata/input/lateral_subquery.yaml
@@ -119,3 +119,18 @@
     ) AS b ON TRUE;
   expected_outputs:
     - stream_plan
+- name: https://github.com/risingwavelabs/risingwave/issues/17382
+  sql: |
+    CREATE TABLE r(ts TIMESTAMPTZ, src_id int, dev_id int);
+    SELECT e.ts AS e_ts, d.*
+    FROM (
+      SELECT '2024-06-20T19:01:00Z'::TIMESTAMPTZ ts, 1::INT AS src_id) e
+    JOIN LATERAL
+    (
+      SELECT DISTINCT ON(src_id, dev_id) *
+      FROM r
+      WHERE r.src_id = e.src_id AND r.ts <= e.ts
+      ORDER BY src_id, dev_id, ts DESC
+    )d on true;
+  expected_outputs:
+    - batch_plan
diff --git a/src/frontend/planner_test/tests/testdata/input/over_window_function.yaml b/src/frontend/planner_test/tests/testdata/input/over_window_function.yaml
index 4406089b273b8..09f9c1aa6ecc4 100644
--- a/src/frontend/planner_test/tests/testdata/input/over_window_function.yaml
+++ b/src/frontend/planner_test/tests/testdata/input/over_window_function.yaml
@@ -591,3 +591,53 @@
     from t;
   expected_outputs:
     - binder_error
+
+# Session frames
+- sql: |
+    create table t (i int, bi bigint, d decimal, f float, da date, t time, ts timestamp, tstz timestamptz, itv interval);
+    select
+        first_value(i) over (partition by bi order by i session with gap 10) as col1,
+        first_value(bi) over (partition by i order by bi session with gap 10) as col2,
+        first_value(i) over (partition by bi order by d session with gap 1.5) as col3,
+        first_value(i) over (partition by bi order by f session with gap 1.5) as col4,
+        -- first_value(i) over (partition by bi order by da session with gap '1 day') as col5, -- `date` not supported yet
+        -- first_value(i) over (partition by bi order by t session with gap '1 min') as col6, -- `time` not supported yet
+        first_value(i) over (partition by bi order by ts session with gap '1 day 1 hour') as col7,
+        first_value(i) over (partition by bi order by tstz session with gap '1 min') as col8
+    from t;
+  expected_outputs:
+    - logical_plan
+    - optimized_logical_plan_for_stream
+    - stream_error # not supported yet
+    - batch_plan
+- sql: |
+    create table t (i int, bi bigint, ts timestamp, watermark for ts as ts - interval '1 minute') append only;
+    select
+        first_value(i) over (partition by bi order by ts session with gap '10 minutes') as window_start,
+        last_value(i) over (partition by bi order by ts session with gap '10 minutes') as window_end
+    from t;
+  expected_outputs:
+    - logical_plan
+    - eowc_stream_plan
+    - batch_plan
+- sql: |
+    create table t (i int, bi bigint, d decimal, f float, da date, t time, ts timestamp, tstz timestamptz, itv interval);
+    select
+        count(*) over (partition by 1::int order by da session with gap '1 day') -- `date` not supported yet
+    from t;
+  expected_outputs:
+    - binder_error
+- sql: |
+    create table t (i int, bi bigint, d decimal, f float, da date, t time, ts timestamp, tstz timestamptz, itv interval);
+    select
+        count(*) over (partition by 1::int order by t session with gap '1 min') -- `time` not supported yet
+    from t;
+  expected_outputs:
+    - binder_error
+- sql: |
+    create table t (i int, bi bigint, d decimal, f float, da date, t time, ts timestamp, tstz timestamptz, itv interval);
+    select
+        count(*) over (partition by 1::int order by tstz session with gap '1 day 1 hour') -- `timestamptz` +/- 'x month x day' not supported yet
+    from t;
+  expected_outputs:
+    - binder_error
diff --git a/src/frontend/planner_test/tests/testdata/input/sink_into_table.yaml b/src/frontend/planner_test/tests/testdata/input/sink_into_table.yaml
new file mode 100644
index 0000000000000..1191cd6a68966
--- /dev/null
+++ b/src/frontend/planner_test/tests/testdata/input/sink_into_table.yaml
@@ -0,0 +1,11 @@
+- id: create sink into table having default expression with now()
+  sql: |
+    create table t(
+        x int,
+        y timestamptz default now(),
+        z timestamptz default now() - interval '1 minute'
+    ) append only;
+    create table s(x int) append only;
+    explain create sink ss into t from s with (type = 'append-only');
+  expected_outputs:
+    - explain_output
diff --git a/src/frontend/planner_test/tests/testdata/output/create_source.yaml b/src/frontend/planner_test/tests/testdata/output/create_source.yaml
index 9106ce7af8a72..887b068cc9638 100644
--- a/src/frontend/planner_test/tests/testdata/output/create_source.yaml
+++ b/src/frontend/planner_test/tests/testdata/output/create_source.yaml
@@ -11,7 +11,7 @@
   sql: |
     create source s with(connector='kafka') FORMAT PLAIN ENCODE JSON;
   planner_error: 'Protocol error: Schema definition is required, either from SQL or schema registry.'
-- id: csv_delimiter_tab
+- id: csv_delimiter_comma
   sql: |
     explain create table s0 (v1 int, v2 varchar) with (
       connector = 'kafka',
@@ -28,6 +28,23 @@
         └─StreamExchange { dist: HashShard(_row_id) }
           └─StreamDml { columns: [v1, v2, _row_id] }
             └─StreamSource
+- id: csv_delimiter_semicolon
+  sql: |
+    explain create table s0 (v1 int, v2 varchar) with (
+      connector = 'kafka',
+      topic = 'kafka_1_csv_topic',
+      properties.bootstrap.server = 'message_queue:29092',
+      scan.startup.mode = 'earliest'
+    ) FORMAT PLAIN ENCODE CSV (delimiter = ';', without_header = true);
+  explain_output: |
+    StreamMaterialize { columns: [v1, v2, _row_id(hidden)], stream_key: [_row_id], pk_columns: [_row_id], pk_conflict: Overwrite }
+    └─StreamRowIdGen { row_id_index: 2 }
+      └─StreamUnion { all: true }
+        ├─StreamExchange [no_shuffle] { dist: SomeShard }
+        │ └─StreamSource { source: s0, columns: [v1, v2, _row_id] }
+        └─StreamExchange { dist: HashShard(_row_id) }
+          └─StreamDml { columns: [v1, v2, _row_id] }
+            └─StreamSource
 - id: csv_delimiter_tab
   sql: |
     explain create table s0 (v1 int, v2 varchar) with (
diff --git a/src/frontend/planner_test/tests/testdata/output/expr.yaml b/src/frontend/planner_test/tests/testdata/output/expr.yaml
index 4ba572a54e600..f88f7c4d69b76 100644
--- a/src/frontend/planner_test/tests/testdata/output/expr.yaml
+++ b/src/frontend/planner_test/tests/testdata/output/expr.yaml
@@ -543,7 +543,7 @@
     Failed to bind expression: v1 >= now()
 
     Caused by:
-      Invalid input syntax: For streaming queries, `NOW()` function is only allowed in `WHERE`, `HAVING` and `ON`. Found in clause: Some(GroupBy). Please please refer to https://www.risingwave.dev/docs/current/sql-pattern-temporal-filters/ for more information
+      Invalid input syntax: For streaming queries, `NOW()` function is only allowed in `WHERE`, `HAVING`, `ON` and `FROM`. Found in clause: Some(GroupBy). Please please refer to https://www.risingwave.dev/docs/current/sql-pattern-temporal-filters/ for more information
 - name: forbid now in select for stream
   sql: |
     create table t (v1 timestamp with time zone, v2 timestamp with time zone);
@@ -552,7 +552,7 @@
     Failed to bind expression: now()
 
     Caused by:
-      Invalid input syntax: For streaming queries, `NOW()` function is only allowed in `WHERE`, `HAVING` and `ON`. Found in clause: None. Please please refer to https://www.risingwave.dev/docs/current/sql-pattern-temporal-filters/ for more information
+      Invalid input syntax: For streaming queries, `NOW()` function is only allowed in `WHERE`, `HAVING`, `ON` and `FROM`. Found in clause: None. Please please refer to https://www.risingwave.dev/docs/current/sql-pattern-temporal-filters/ for more information
 - name: forbid now in agg filter for stream
   sql: |
     create table t (v1 timestamp with time zone, v2 int);
@@ -561,7 +561,7 @@
     Failed to bind expression: sum(v2) FILTER(WHERE v1 >= now())
 
     Caused by:
-      Invalid input syntax: For streaming queries, `NOW()` function is only allowed in `WHERE`, `HAVING` and `ON`. Found in clause: Some(Filter). Please please refer to https://www.risingwave.dev/docs/current/sql-pattern-temporal-filters/ for more information
+      Invalid input syntax: For streaming queries, `NOW()` function is only allowed in `WHERE`, `HAVING`, `ON` and `FROM`. Found in clause: Some(Filter). Please please refer to https://www.risingwave.dev/docs/current/sql-pattern-temporal-filters/ for more information
 - name: typo pg_teminate_backend
   sql: |
     select pg_teminate_backend(1);
diff --git a/src/frontend/planner_test/tests/testdata/output/generate_series_with_now.yaml b/src/frontend/planner_test/tests/testdata/output/generate_series_with_now.yaml
new file mode 100644
index 0000000000000..4c8d71f987351
--- /dev/null
+++ b/src/frontend/planner_test/tests/testdata/output/generate_series_with_now.yaml
@@ -0,0 +1,35 @@
+# This file is automatically generated. See `src/frontend/planner_test/README.md` for more information.
+- sql: |
+    select * from generate_series(
+      '2024-06-21 17:36:00'::timestamptz,
+      now(),
+      interval '1 hour'
+    );
+  logical_plan: |-
+    LogicalProject { exprs: [generate_series] }
+    └─LogicalTableFunction { table_function: GenerateSeries('2024-06-21 17:36:00':Varchar::Timestamptz, Now, '01:00:00':Interval) }
+  optimized_logical_plan_for_stream: 'LogicalNow { output: [ts] }'
+  stream_plan: |-
+    StreamMaterialize { columns: [generate_series], stream_key: [generate_series], pk_columns: [generate_series], pk_conflict: NoCheck, watermark_columns: [generate_series] }
+    └─StreamNow { output: [ts] }
+- sql: |
+    select * from generate_series(
+      '2024-06-21 17:36:00'::timestamp, -- `timestamp` type is not supported
+      now(),
+      interval '1 hour'
+    );
+  binder_error: function generate_series(timestamp without time zone, timestamp with time zone, interval) does not exist
+- sql: |
+    select * from generate_series(
+      now() - interval '1 hour',
+      now(),
+      interval '1 hour'
+    );
+  stream_error: |-
+    Not supported: General `now()` function in streaming queries
+    HINT: Streaming `now()` is currently only supported in GenerateSeries and TemporalFilter patterns.
+- sql: |
+    select * from unnest(array[now(), now()]);
+  stream_error: |-
+    Not supported: General `now()` function in streaming queries
+    HINT: Streaming `now()` is currently only supported in GenerateSeries and TemporalFilter patterns.
diff --git a/src/frontend/planner_test/tests/testdata/output/index_selection.yaml b/src/frontend/planner_test/tests/testdata/output/index_selection.yaml
index 82c2a5bbf7ec6..67a89e0878f9b 100644
--- a/src/frontend/planner_test/tests/testdata/output/index_selection.yaml
+++ b/src/frontend/planner_test/tests/testdata/output/index_selection.yaml
@@ -332,7 +332,7 @@
     select * from t1 where a = 1 or b = 2 or c = 3 or p = 4 or a = 5
   batch_plan: |-
     BatchExchange { order: [], dist: Single }
-    └─BatchLookupJoin { type: Inner, predicate: idx1.t1._row_id IS NOT DISTINCT FROM t1._row_id AND (((((t1.a = 1:Int32) OR (t1.b = 2:Decimal)) OR (t1.c = 3:Int32)) OR (t1.p = 4:Int32)) OR (t1.a = 5:Int32)), output: [t1.a, t1.b, t1.c, t1.p], lookup table: t1 }
+    └─BatchLookupJoin { type: Inner, predicate: idx1.t1._row_id IS NOT DISTINCT FROM t1._row_id AND ((((t1.a = 1:Int32) OR (t1.b = 2:Decimal)) OR ((t1.c = 3:Int32) OR (t1.p = 4:Int32))) OR (t1.a = 5:Int32)), output: [t1.a, t1.b, t1.c, t1.p], lookup table: t1 }
       └─BatchExchange { order: [], dist: UpstreamHashShard(idx1.t1._row_id) }
         └─BatchHashAgg { group_key: [idx1.t1._row_id], aggs: [] }
           └─BatchExchange { order: [], dist: HashShard(idx1.t1._row_id) }
@@ -346,7 +346,7 @@
               └─BatchExchange { order: [], dist: Single }
                 └─BatchScan { table: idx4, columns: [idx4.t1._row_id], scan_ranges: [idx4.p = Int32(4)], distribution: SomeShard }
   batch_local_plan: |-
-    BatchLookupJoin { type: Inner, predicate: idx1.t1._row_id IS NOT DISTINCT FROM t1._row_id AND (((((t1.a = 1:Int32) OR (t1.b = 2:Decimal)) OR (t1.c = 3:Int32)) OR (t1.p = 4:Int32)) OR (t1.a = 5:Int32)), output: [t1.a, t1.b, t1.c, t1.p], lookup table: t1 }
+    BatchLookupJoin { type: Inner, predicate: idx1.t1._row_id IS NOT DISTINCT FROM t1._row_id AND ((((t1.a = 1:Int32) OR (t1.b = 2:Decimal)) OR ((t1.c = 3:Int32) OR (t1.p = 4:Int32))) OR (t1.a = 5:Int32)), output: [t1.a, t1.b, t1.c, t1.p], lookup table: t1 }
     └─BatchHashAgg { group_key: [idx1.t1._row_id], aggs: [] }
       └─BatchUnion { all: true }
         ├─BatchExchange { order: [], dist: Single }
diff --git a/src/frontend/planner_test/tests/testdata/output/join.yaml b/src/frontend/planner_test/tests/testdata/output/join.yaml
index 2db3b8cc3994a..a1617d04e7d2e 100644
--- a/src/frontend/planner_test/tests/testdata/output/join.yaml
+++ b/src/frontend/planner_test/tests/testdata/output/join.yaml
@@ -204,7 +204,7 @@
     StreamMaterialize { columns: [x, i.t._row_id(hidden), i.t._row_id#1(hidden), i.x(hidden), i.t._row_id#2(hidden), i.t._row_id#3(hidden), i.x#1(hidden)], stream_key: [i.t._row_id, i.t._row_id#1, i.x, i.t._row_id#2, i.t._row_id#3, i.x#1], pk_columns: [i.t._row_id, i.t._row_id#1, i.x, i.t._row_id#2, i.t._row_id#3, i.x#1], pk_conflict: NoCheck }
     └─StreamExchange { dist: HashShard(i.t._row_id, i.t._row_id, i.x, i.t._row_id, i.t._row_id, i.x) }
       └─StreamProject { exprs: [Coalesce(i.x, i.x) as $expr1, i.t._row_id, i.t._row_id, i.x, i.t._row_id, i.t._row_id, i.x] }
-        └─StreamFilter { predicate: (((((IsNotNull(i.t._row_id) OR IsNotNull(i.t._row_id)) OR IsNotNull(i.x)) OR IsNotNull(i.t._row_id)) OR IsNotNull(i.t._row_id)) OR IsNotNull(i.x)) }
+        └─StreamFilter { predicate: (((IsNotNull(i.t._row_id) OR IsNotNull(i.t._row_id)) OR (IsNotNull(i.x) OR IsNotNull(i.t._row_id))) OR (IsNotNull(i.t._row_id) OR IsNotNull(i.x))) }
           └─StreamHashJoin { type: FullOuter, predicate: i.x = i.x, output: [i.x, i.x, i.t._row_id, i.t._row_id, i.t._row_id, i.t._row_id] }
             ├─StreamShare { id: 4 }
             │ └─StreamHashJoin { type: Inner, predicate: i.x = i.x, output: [i.x, i.t._row_id, i.t._row_id] }
diff --git a/src/frontend/planner_test/tests/testdata/output/lateral_subquery.yaml b/src/frontend/planner_test/tests/testdata/output/lateral_subquery.yaml
index 39639b3ebb647..815890d6a73b8 100644
--- a/src/frontend/planner_test/tests/testdata/output/lateral_subquery.yaml
+++ b/src/frontend/planner_test/tests/testdata/output/lateral_subquery.yaml
@@ -242,3 +242,31 @@
                       └─StreamExchange { dist: HashShard(t1.c1, $expr3) }
                         └─StreamProject { exprs: [t1.c1, t1.c2, t1.c3, AtTimeZone(t1.c4, 'UTC':Varchar) as $expr2, t1.c4::Date as $expr3, t1._row_id] }
                           └─StreamTableScan { table: t1, columns: [t1.c1, t1.c2, t1.c3, t1.c4, t1._row_id], stream_scan_type: ArrangementBackfill, stream_key: [t1._row_id], pk: [_row_id], dist: UpstreamHashShard(t1._row_id) }
+- name: https://github.com/risingwavelabs/risingwave/issues/17382
+  sql: |
+    CREATE TABLE r(ts TIMESTAMPTZ, src_id int, dev_id int);
+    SELECT e.ts AS e_ts, d.*
+    FROM (
+      SELECT '2024-06-20T19:01:00Z'::TIMESTAMPTZ ts, 1::INT AS src_id) e
+    JOIN LATERAL
+    (
+      SELECT DISTINCT ON(src_id, dev_id) *
+      FROM r
+      WHERE r.src_id = e.src_id AND r.ts <= e.ts
+      ORDER BY src_id, dev_id, ts DESC
+    )d on true;
+  batch_plan: |-
+    BatchExchange { order: [], dist: Single }
+    └─BatchHashJoin { type: Inner, predicate: 1:Int32 IS NOT DISTINCT FROM 1:Int32 AND '2024-06-20 19:01:00+00:00':Timestamptz IS NOT DISTINCT FROM '2024-06-20 19:01:00+00:00':Timestamptz, output: ['2024-06-20 19:01:00+00:00':Timestamptz, r.ts, r.src_id, r.dev_id] }
+      ├─BatchExchange { order: [], dist: HashShard(1:Int32, '2024-06-20 19:01:00+00:00':Timestamptz) }
+      │ └─BatchValues { rows: [['2024-06-20 19:01:00+00:00':Timestamptz, 1:Int32]] }
+      └─BatchExchange { order: [], dist: HashShard(1:Int32, '2024-06-20 19:01:00+00:00':Timestamptz) }
+        └─BatchGroupTopN { order: [r.src_id ASC, r.dev_id ASC, r.ts DESC], limit: 1, offset: 0, group_key: [1:Int32, '2024-06-20 19:01:00+00:00':Timestamptz, r.src_id, r.dev_id] }
+          └─BatchExchange { order: [], dist: HashShard(1:Int32, '2024-06-20 19:01:00+00:00':Timestamptz, r.src_id, r.dev_id) }
+            └─BatchHashJoin { type: Inner, predicate: 1:Int32 = r.src_id AND (r.ts <= '2024-06-20 19:01:00+00:00':Timestamptz), output: all }
+              ├─BatchExchange { order: [], dist: HashShard(1:Int32) }
+              │ └─BatchHashAgg { group_key: [1:Int32, '2024-06-20 19:01:00+00:00':Timestamptz], aggs: [] }
+              │   └─BatchExchange { order: [], dist: HashShard(1:Int32, '2024-06-20 19:01:00+00:00':Timestamptz) }
+              │     └─BatchValues { rows: [[1:Int32, '2024-06-20 19:01:00+00:00':Timestamptz]] }
+              └─BatchExchange { order: [], dist: HashShard(r.src_id) }
+                └─BatchScan { table: r, columns: [r.ts, r.src_id, r.dev_id], distribution: SomeShard }
diff --git a/src/frontend/planner_test/tests/testdata/output/nexmark.yaml b/src/frontend/planner_test/tests/testdata/output/nexmark.yaml
index 298653450f659..d6b90da0a8c1a 100644
--- a/src/frontend/planner_test/tests/testdata/output/nexmark.yaml
+++ b/src/frontend/planner_test/tests/testdata/output/nexmark.yaml
@@ -107,20 +107,20 @@
   sql: SELECT auction, price FROM bid WHERE auction = 1007 OR auction = 1020 OR auction = 2001 OR auction = 2019 OR auction = 2087;
   batch_plan: |-
     BatchExchange { order: [], dist: Single }
-    └─BatchFilter { predicate: (((((bid.auction = 1007:Int32) OR (bid.auction = 1020:Int32)) OR (bid.auction = 2001:Int32)) OR (bid.auction = 2019:Int32)) OR (bid.auction = 2087:Int32)) }
+    └─BatchFilter { predicate: ((((bid.auction = 1007:Int32) OR (bid.auction = 1020:Int32)) OR ((bid.auction = 2001:Int32) OR (bid.auction = 2019:Int32))) OR (bid.auction = 2087:Int32)) }
       └─BatchScan { table: bid, columns: [bid.auction, bid.price], distribution: SomeShard }
   sink_plan: |-
     StreamSink { type: append-only, columns: [auction, price, bid._row_id(hidden)] }
-    └─StreamFilter { predicate: (((((bid.auction = 1007:Int32) OR (bid.auction = 1020:Int32)) OR (bid.auction = 2001:Int32)) OR (bid.auction = 2019:Int32)) OR (bid.auction = 2087:Int32)) }
+    └─StreamFilter { predicate: ((((bid.auction = 1007:Int32) OR (bid.auction = 1020:Int32)) OR ((bid.auction = 2001:Int32) OR (bid.auction = 2019:Int32))) OR (bid.auction = 2087:Int32)) }
       └─StreamTableScan { table: bid, columns: [bid.auction, bid.price, bid._row_id], stream_scan_type: ArrangementBackfill, stream_key: [bid._row_id], pk: [_row_id], dist: UpstreamHashShard(bid._row_id) }
   stream_plan: |-
     StreamMaterialize { columns: [auction, price, bid._row_id(hidden)], stream_key: [bid._row_id], pk_columns: [bid._row_id], pk_conflict: NoCheck }
-    └─StreamFilter { predicate: (((((bid.auction = 1007:Int32) OR (bid.auction = 1020:Int32)) OR (bid.auction = 2001:Int32)) OR (bid.auction = 2019:Int32)) OR (bid.auction = 2087:Int32)) }
+    └─StreamFilter { predicate: ((((bid.auction = 1007:Int32) OR (bid.auction = 1020:Int32)) OR ((bid.auction = 2001:Int32) OR (bid.auction = 2019:Int32))) OR (bid.auction = 2087:Int32)) }
       └─StreamTableScan { table: bid, columns: [bid.auction, bid.price, bid._row_id], stream_scan_type: ArrangementBackfill, stream_key: [bid._row_id], pk: [_row_id], dist: UpstreamHashShard(bid._row_id) }
   stream_dist_plan: |+
     Fragment 0
     StreamMaterialize { columns: [auction, price, bid._row_id(hidden)], stream_key: [bid._row_id], pk_columns: [bid._row_id], pk_conflict: NoCheck } { tables: [ Materialize: 4294967294 ] }
-    └── StreamFilter { predicate: (((((bid.auction = 1007:Int32) OR (bid.auction = 1020:Int32)) OR (bid.auction = 2001:Int32)) OR (bid.auction = 2019:Int32)) OR (bid.auction = 2087:Int32)) }
+    └── StreamFilter { predicate: ((((bid.auction = 1007:Int32) OR (bid.auction = 1020:Int32)) OR ((bid.auction = 2001:Int32) OR (bid.auction = 2019:Int32))) OR (bid.auction = 2087:Int32)) }
         └── StreamTableScan { table: bid, columns: [bid.auction, bid.price, bid._row_id], stream_scan_type: ArrangementBackfill, stream_key: [bid._row_id], pk: [_row_id], dist: UpstreamHashShard(bid._row_id) }
             ├── tables: [ StreamScan: 0 ]
             ├── Upstream
diff --git a/src/frontend/planner_test/tests/testdata/output/nexmark_source.yaml b/src/frontend/planner_test/tests/testdata/output/nexmark_source.yaml
index 823fa85459df7..35713c9682a35 100644
--- a/src/frontend/planner_test/tests/testdata/output/nexmark_source.yaml
+++ b/src/frontend/planner_test/tests/testdata/output/nexmark_source.yaml
@@ -116,13 +116,13 @@
   sql: SELECT auction, price FROM bid WHERE auction = 1007 OR auction = 1020 OR auction = 2001 OR auction = 2019 OR auction = 2087;
   batch_plan: |-
     BatchExchange { order: [], dist: Single }
-    └─BatchFilter { predicate: (((((auction = 1007:Int32) OR (auction = 1020:Int32)) OR (auction = 2001:Int32)) OR (auction = 2019:Int32)) OR (auction = 2087:Int32)) }
+    └─BatchFilter { predicate: ((((auction = 1007:Int32) OR (auction = 1020:Int32)) OR ((auction = 2001:Int32) OR (auction = 2019:Int32))) OR (auction = 2087:Int32)) }
       └─BatchProject { exprs: [auction, price] }
         └─BatchSource { source: bid, columns: [auction, bidder, price, channel, url, date_time, extra, _row_id] }
   stream_plan: |-
     StreamMaterialize { columns: [auction, price, _row_id(hidden)], stream_key: [_row_id], pk_columns: [_row_id], pk_conflict: NoCheck }
     └─StreamProject { exprs: [auction, price, _row_id] }
-      └─StreamFilter { predicate: (((((auction = 1007:Int32) OR (auction = 1020:Int32)) OR (auction = 2001:Int32)) OR (auction = 2019:Int32)) OR (auction = 2087:Int32)) }
+      └─StreamFilter { predicate: ((((auction = 1007:Int32) OR (auction = 1020:Int32)) OR ((auction = 2001:Int32) OR (auction = 2019:Int32))) OR (auction = 2087:Int32)) }
         └─StreamRowIdGen { row_id_index: 7 }
           └─StreamSource { source: bid, columns: [auction, bidder, price, channel, url, date_time, extra, _row_id] }
   stream_dist_plan: |+
@@ -130,7 +130,7 @@
     StreamMaterialize { columns: [auction, price, _row_id(hidden)], stream_key: [_row_id], pk_columns: [_row_id], pk_conflict: NoCheck }
     ├── tables: [ Materialize: 4294967294 ]
     └── StreamProject { exprs: [auction, price, _row_id] }
-        └── StreamFilter { predicate: (((((auction = 1007:Int32) OR (auction = 1020:Int32)) OR (auction = 2001:Int32)) OR (auction = 2019:Int32)) OR (auction = 2087:Int32)) }
+        └── StreamFilter { predicate: ((((auction = 1007:Int32) OR (auction = 1020:Int32)) OR ((auction = 2001:Int32) OR (auction = 2019:Int32))) OR (auction = 2087:Int32)) }
             └── StreamRowIdGen { row_id_index: 7 }
                 └── StreamSource { source: bid, columns: [auction, bidder, price, channel, url, date_time, extra, _row_id] } { tables: [ Source: 0 ] }
 
diff --git a/src/frontend/planner_test/tests/testdata/output/nexmark_temporal_filter.yaml b/src/frontend/planner_test/tests/testdata/output/nexmark_temporal_filter.yaml
index f77e975780c8a..d5d948e5b507c 100644
--- a/src/frontend/planner_test/tests/testdata/output/nexmark_temporal_filter.yaml
+++ b/src/frontend/planner_test/tests/testdata/output/nexmark_temporal_filter.yaml
@@ -116,7 +116,7 @@
     StreamMaterialize { columns: [auction, price, _row_id(hidden)], stream_key: [_row_id], pk_columns: [_row_id], pk_conflict: NoCheck }
     └─StreamProject { exprs: [Field(bid, 0:Int32) as $expr3, Field(bid, 2:Int32) as $expr4, _row_id] }
       └─StreamDynamicFilter { predicate: ($expr1 > $expr2), output_watermarks: [$expr1], output: [event_type, person, auction, bid, $expr1, _row_id], cleaned_by_watermark: true }
-        ├─StreamFilter { predicate: (((((Field(bid, 0:Int32) = 1007:Int32) OR (Field(bid, 0:Int32) = 1020:Int32)) OR (Field(bid, 0:Int32) = 2001:Int32)) OR (Field(bid, 0:Int32) = 2019:Int32)) OR (Field(bid, 0:Int32) = 2087:Int32)) AND (event_type = 2:Int32) }
+        ├─StreamFilter { predicate: ((((Field(bid, 0:Int32) = 1007:Int32) OR (Field(bid, 0:Int32) = 1020:Int32)) OR ((Field(bid, 0:Int32) = 2001:Int32) OR (Field(bid, 0:Int32) = 2019:Int32))) OR (Field(bid, 0:Int32) = 2087:Int32)) AND (event_type = 2:Int32) }
         │ └─StreamRowIdGen { row_id_index: 5 }
         │   └─StreamProject { exprs: [event_type, person, auction, bid, Proctime as $expr1, _row_id], output_watermarks: [$expr1] }
         │     └─StreamSource { source: nexmark, columns: [event_type, person, auction, bid, _row_id] }
@@ -128,7 +128,7 @@
     StreamMaterialize { columns: [auction, price, _row_id(hidden)], stream_key: [_row_id], pk_columns: [_row_id], pk_conflict: NoCheck } { tables: [ Materialize: 4294967294 ] }
     └── StreamProject { exprs: [Field(bid, 0:Int32) as $expr3, Field(bid, 2:Int32) as $expr4, _row_id] }
         └── StreamDynamicFilter { predicate: ($expr1 > $expr2), output_watermarks: [$expr1], output: [event_type, person, auction, bid, $expr1, _row_id], cleaned_by_watermark: true } { tables: [ DynamicFilterLeft: 0, DynamicFilterRight: 1 ] }
-            ├── StreamFilter { predicate: (((((Field(bid, 0:Int32) = 1007:Int32) OR (Field(bid, 0:Int32) = 1020:Int32)) OR (Field(bid, 0:Int32) = 2001:Int32)) OR (Field(bid, 0:Int32) = 2019:Int32)) OR (Field(bid, 0:Int32) = 2087:Int32)) AND (event_type = 2:Int32) }
+            ├── StreamFilter { predicate: ((((Field(bid, 0:Int32) = 1007:Int32) OR (Field(bid, 0:Int32) = 1020:Int32)) OR ((Field(bid, 0:Int32) = 2001:Int32) OR (Field(bid, 0:Int32) = 2019:Int32))) OR (Field(bid, 0:Int32) = 2087:Int32)) AND (event_type = 2:Int32) }
             │   └── StreamRowIdGen { row_id_index: 5 }
             │       └── StreamProject { exprs: [event_type, person, auction, bid, Proctime as $expr1, _row_id], output_watermarks: [$expr1] }
             │           └── StreamSource { source: nexmark, columns: [event_type, person, auction, bid, _row_id] } { tables: [ Source: 2 ] }
diff --git a/src/frontend/planner_test/tests/testdata/output/nexmark_watermark.yaml b/src/frontend/planner_test/tests/testdata/output/nexmark_watermark.yaml
index 6dd731cffffb0..f065ba33c252d 100644
--- a/src/frontend/planner_test/tests/testdata/output/nexmark_watermark.yaml
+++ b/src/frontend/planner_test/tests/testdata/output/nexmark_watermark.yaml
@@ -77,13 +77,13 @@
   batch_plan: |-
     BatchExchange { order: [], dist: Single }
     └─BatchProject { exprs: [Field(bid, 0:Int32) as $expr2, Field(bid, 2:Int32) as $expr3] }
-      └─BatchFilter { predicate: (((((Field(bid, 0:Int32) = 1007:Int32) OR (Field(bid, 0:Int32) = 1020:Int32)) OR (Field(bid, 0:Int32) = 2001:Int32)) OR (Field(bid, 0:Int32) = 2019:Int32)) OR (Field(bid, 0:Int32) = 2087:Int32)) AND (event_type = 2:Int32) }
+      └─BatchFilter { predicate: ((((Field(bid, 0:Int32) = 1007:Int32) OR (Field(bid, 0:Int32) = 1020:Int32)) OR ((Field(bid, 0:Int32) = 2001:Int32) OR (Field(bid, 0:Int32) = 2019:Int32))) OR (Field(bid, 0:Int32) = 2087:Int32)) AND (event_type = 2:Int32) }
         └─BatchProject { exprs: [event_type, person, auction, bid, Case((event_type = 0:Int32), Field(person, 6:Int32), (event_type = 1:Int32), Field(auction, 5:Int32), Field(bid, 5:Int32)) as $expr1, _row_id] }
           └─BatchSource { source: nexmark, columns: [event_type, person, auction, bid, _row_id] }
   stream_plan: |-
     StreamMaterialize { columns: [auction, price, _row_id(hidden)], stream_key: [_row_id], pk_columns: [_row_id], pk_conflict: NoCheck }
     └─StreamProject { exprs: [Field(bid, 0:Int32) as $expr2, Field(bid, 2:Int32) as $expr3, _row_id] }
-      └─StreamFilter { predicate: (((((Field(bid, 0:Int32) = 1007:Int32) OR (Field(bid, 0:Int32) = 1020:Int32)) OR (Field(bid, 0:Int32) = 2001:Int32)) OR (Field(bid, 0:Int32) = 2019:Int32)) OR (Field(bid, 0:Int32) = 2087:Int32)) AND (event_type = 2:Int32) }
+      └─StreamFilter { predicate: ((((Field(bid, 0:Int32) = 1007:Int32) OR (Field(bid, 0:Int32) = 1020:Int32)) OR ((Field(bid, 0:Int32) = 2001:Int32) OR (Field(bid, 0:Int32) = 2019:Int32))) OR (Field(bid, 0:Int32) = 2087:Int32)) AND (event_type = 2:Int32) }
         └─StreamRowIdGen { row_id_index: 5 }
           └─StreamWatermarkFilter { watermark_descs: [Desc { column: $expr1, expr: ($expr1 - '00:00:04':Interval) }], output_watermarks: [$expr1] }
             └─StreamProject { exprs: [event_type, person, auction, bid, Case((event_type = 0:Int32), Field(person, 6:Int32), (event_type = 1:Int32), Field(auction, 5:Int32), Field(bid, 5:Int32)) as $expr1, _row_id] }
@@ -92,7 +92,7 @@
     Fragment 0
     StreamMaterialize { columns: [auction, price, _row_id(hidden)], stream_key: [_row_id], pk_columns: [_row_id], pk_conflict: NoCheck } { tables: [ Materialize: 4294967294 ] }
     └── StreamProject { exprs: [Field(bid, 0:Int32) as $expr2, Field(bid, 2:Int32) as $expr3, _row_id] }
-        └── StreamFilter { predicate: (((((Field(bid, 0:Int32) = 1007:Int32) OR (Field(bid, 0:Int32) = 1020:Int32)) OR (Field(bid, 0:Int32) = 2001:Int32)) OR (Field(bid, 0:Int32) = 2019:Int32)) OR (Field(bid, 0:Int32) = 2087:Int32)) AND (event_type = 2:Int32) }
+        └── StreamFilter { predicate: ((((Field(bid, 0:Int32) = 1007:Int32) OR (Field(bid, 0:Int32) = 1020:Int32)) OR ((Field(bid, 0:Int32) = 2001:Int32) OR (Field(bid, 0:Int32) = 2019:Int32))) OR (Field(bid, 0:Int32) = 2087:Int32)) AND (event_type = 2:Int32) }
             └── StreamRowIdGen { row_id_index: 5 }
                 └── StreamWatermarkFilter { watermark_descs: [Desc { column: $expr1, expr: ($expr1 - '00:00:04':Interval) }], output_watermarks: [$expr1] } { tables: [ WatermarkFilter: 0 ] }
                     └── StreamProject { exprs: [event_type, person, auction, bid, Case((event_type = 0:Int32), Field(person, 6:Int32), (event_type = 1:Int32), Field(auction, 5:Int32), Field(bid, 5:Int32)) as $expr1, _row_id] }
diff --git a/src/frontend/planner_test/tests/testdata/output/over_window_function.yaml b/src/frontend/planner_test/tests/testdata/output/over_window_function.yaml
index 14d6d59885b40..3449606ad97ba 100644
--- a/src/frontend/planner_test/tests/testdata/output/over_window_function.yaml
+++ b/src/frontend/planner_test/tests/testdata/output/over_window_function.yaml
@@ -1235,3 +1235,115 @@
     Caused by these errors (recent errors listed first):
       1: Expr error
       2: for frame order column of type `timestamptz`, offset should not have non-zero `month` and `day`
+- sql: |
+    create table t (i int, bi bigint, d decimal, f float, da date, t time, ts timestamp, tstz timestamptz, itv interval);
+    select
+        first_value(i) over (partition by bi order by i session with gap 10) as col1,
+        first_value(bi) over (partition by i order by bi session with gap 10) as col2,
+        first_value(i) over (partition by bi order by d session with gap 1.5) as col3,
+        first_value(i) over (partition by bi order by f session with gap 1.5) as col4,
+        -- first_value(i) over (partition by bi order by da session with gap '1 day') as col5, -- `date` not supported yet
+        -- first_value(i) over (partition by bi order by t session with gap '1 min') as col6, -- `time` not supported yet
+        first_value(i) over (partition by bi order by ts session with gap '1 day 1 hour') as col7,
+        first_value(i) over (partition by bi order by tstz session with gap '1 min') as col8
+    from t;
+  logical_plan: |-
+    LogicalProject { exprs: [first_value, first_value, first_value, first_value, first_value, first_value] }
+    └─LogicalOverWindow { window_functions: [first_value(t.i) OVER(PARTITION BY t.bi ORDER BY t.i ASC SESSION WITH GAP 10), first_value(t.bi) OVER(PARTITION BY t.i ORDER BY t.bi ASC SESSION WITH GAP 10), first_value(t.i) OVER(PARTITION BY t.bi ORDER BY t.d ASC SESSION WITH GAP 1.5), first_value(t.i) OVER(PARTITION BY t.bi ORDER BY t.f ASC SESSION WITH GAP 1.5), first_value(t.i) OVER(PARTITION BY t.bi ORDER BY t.ts ASC SESSION WITH GAP 1 day 01:00:00), first_value(t.i) OVER(PARTITION BY t.bi ORDER BY t.tstz ASC SESSION WITH GAP 00:01:00)] }
+      └─LogicalProject { exprs: [t.i, t.bi, t.d, t.f, t.da, t.t, t.ts, t.tstz, t.itv, t._row_id] }
+        └─LogicalScan { table: t, columns: [t.i, t.bi, t.d, t.f, t.da, t.t, t.ts, t.tstz, t.itv, t._row_id] }
+  optimized_logical_plan_for_stream: |-
+    LogicalProject { exprs: [first_value, first_value, first_value, first_value, first_value, first_value] }
+    └─LogicalOverWindow { window_functions: [first_value(t.i) OVER(PARTITION BY t.bi ORDER BY t.tstz ASC SESSION WITH GAP 00:01:00)] }
+      └─LogicalProject { exprs: [t.i, t.bi, t.tstz, first_value, first_value, first_value, first_value, first_value] }
+        └─LogicalOverWindow { window_functions: [first_value(t.i) OVER(PARTITION BY t.bi ORDER BY t.ts ASC SESSION WITH GAP 1 day 01:00:00)] }
+          └─LogicalProject { exprs: [t.i, t.bi, t.ts, t.tstz, first_value, first_value, first_value, first_value] }
+            └─LogicalOverWindow { window_functions: [first_value(t.i) OVER(PARTITION BY t.bi ORDER BY t.f ASC SESSION WITH GAP 1.5)] }
+              └─LogicalProject { exprs: [t.i, t.bi, t.f, t.ts, t.tstz, first_value, first_value, first_value] }
+                └─LogicalOverWindow { window_functions: [first_value(t.i) OVER(PARTITION BY t.bi ORDER BY t.d ASC SESSION WITH GAP 1.5)] }
+                  └─LogicalOverWindow { window_functions: [first_value(t.bi) OVER(PARTITION BY t.i ORDER BY t.bi ASC SESSION WITH GAP 10)] }
+                    └─LogicalOverWindow { window_functions: [first_value(t.i) OVER(PARTITION BY t.bi ORDER BY t.i ASC SESSION WITH GAP 10)] }
+                      └─LogicalScan { table: t, columns: [t.i, t.bi, t.d, t.f, t.ts, t.tstz] }
+  batch_plan: |-
+    BatchExchange { order: [], dist: Single }
+    └─BatchProject { exprs: [first_value, first_value, first_value, first_value, first_value, first_value] }
+      └─BatchOverWindow { window_functions: [first_value(t.i) OVER(PARTITION BY t.bi ORDER BY t.tstz ASC SESSION WITH GAP 00:01:00)] }
+        └─BatchSort { order: [t.bi ASC, t.tstz ASC] }
+          └─BatchProject { exprs: [t.i, t.bi, t.tstz, first_value, first_value, first_value, first_value, first_value] }
+            └─BatchOverWindow { window_functions: [first_value(t.i) OVER(PARTITION BY t.bi ORDER BY t.ts ASC SESSION WITH GAP 1 day 01:00:00)] }
+              └─BatchSort { order: [t.bi ASC, t.ts ASC] }
+                └─BatchProject { exprs: [t.i, t.bi, t.ts, t.tstz, first_value, first_value, first_value, first_value] }
+                  └─BatchOverWindow { window_functions: [first_value(t.i) OVER(PARTITION BY t.bi ORDER BY t.f ASC SESSION WITH GAP 1.5)] }
+                    └─BatchSort { order: [t.bi ASC, t.f ASC] }
+                      └─BatchProject { exprs: [t.i, t.bi, t.f, t.ts, t.tstz, first_value, first_value, first_value] }
+                        └─BatchOverWindow { window_functions: [first_value(t.i) OVER(PARTITION BY t.bi ORDER BY t.d ASC SESSION WITH GAP 1.5)] }
+                          └─BatchExchange { order: [t.bi ASC, t.d ASC], dist: HashShard(t.bi) }
+                            └─BatchSort { order: [t.bi ASC, t.d ASC] }
+                              └─BatchOverWindow { window_functions: [first_value(t.bi) OVER(PARTITION BY t.i ORDER BY t.bi ASC SESSION WITH GAP 10)] }
+                                └─BatchExchange { order: [t.i ASC, t.bi ASC], dist: HashShard(t.i) }
+                                  └─BatchSort { order: [t.i ASC, t.bi ASC] }
+                                    └─BatchOverWindow { window_functions: [first_value(t.i) OVER(PARTITION BY t.bi ORDER BY t.i ASC SESSION WITH GAP 10)] }
+                                      └─BatchExchange { order: [t.bi ASC, t.i ASC], dist: HashShard(t.bi) }
+                                        └─BatchSort { order: [t.bi ASC, t.i ASC] }
+                                          └─BatchScan { table: t, columns: [t.i, t.bi, t.d, t.f, t.ts, t.tstz], distribution: SomeShard }
+  stream_error: |-
+    Feature is not yet implemented: Session frame is not yet supported in general streaming mode. Please consider using Emit-On-Window-Close mode.
+    No tracking issue yet. Feel free to submit a feature request at https://github.com/risingwavelabs/risingwave/issues/new?labels=type%2Ffeature&template=feature_request.yml
+- sql: |
+    create table t (i int, bi bigint, ts timestamp, watermark for ts as ts - interval '1 minute') append only;
+    select
+        first_value(i) over (partition by bi order by ts session with gap '10 minutes') as window_start,
+        last_value(i) over (partition by bi order by ts session with gap '10 minutes') as window_end
+    from t;
+  logical_plan: |-
+    LogicalProject { exprs: [first_value, last_value] }
+    └─LogicalOverWindow { window_functions: [first_value(t.i) OVER(PARTITION BY t.bi ORDER BY t.ts ASC SESSION WITH GAP 00:10:00), last_value(t.i) OVER(PARTITION BY t.bi ORDER BY t.ts ASC SESSION WITH GAP 00:10:00)] }
+      └─LogicalProject { exprs: [t.i, t.bi, t.ts, t._row_id] }
+        └─LogicalScan { table: t, columns: [t.i, t.bi, t.ts, t._row_id] }
+  batch_plan: |-
+    BatchExchange { order: [], dist: Single }
+    └─BatchProject { exprs: [first_value, last_value] }
+      └─BatchOverWindow { window_functions: [first_value(t.i) OVER(PARTITION BY t.bi ORDER BY t.ts ASC SESSION WITH GAP 00:10:00), last_value(t.i) OVER(PARTITION BY t.bi ORDER BY t.ts ASC SESSION WITH GAP 00:10:00)] }
+        └─BatchExchange { order: [t.bi ASC, t.ts ASC], dist: HashShard(t.bi) }
+          └─BatchSort { order: [t.bi ASC, t.ts ASC] }
+            └─BatchScan { table: t, columns: [t.i, t.bi, t.ts], distribution: SomeShard }
+  eowc_stream_plan: |-
+    StreamMaterialize { columns: [window_start, window_end, t._row_id(hidden), t.bi(hidden)], stream_key: [t._row_id, t.bi], pk_columns: [t._row_id, t.bi], pk_conflict: NoCheck }
+    └─StreamProject { exprs: [first_value, last_value, t._row_id, t.bi] }
+      └─StreamEowcOverWindow { window_functions: [first_value(t.i) OVER(PARTITION BY t.bi ORDER BY t.ts ASC SESSION WITH GAP 00:10:00), last_value(t.i) OVER(PARTITION BY t.bi ORDER BY t.ts ASC SESSION WITH GAP 00:10:00)] }
+        └─StreamEowcSort { sort_column: t.ts }
+          └─StreamExchange { dist: HashShard(t.bi) }
+            └─StreamTableScan { table: t, columns: [t.i, t.bi, t.ts, t._row_id], stream_scan_type: ArrangementBackfill, stream_key: [t._row_id], pk: [_row_id], dist: UpstreamHashShard(t._row_id) }
+- sql: |
+    create table t (i int, bi bigint, d decimal, f float, da date, t time, ts timestamp, tstz timestamptz, itv interval);
+    select
+        count(*) over (partition by 1::int order by da session with gap '1 day') -- `date` not supported yet
+    from t;
+  binder_error: |
+    Failed to bind expression: count(*) OVER (PARTITION BY CAST(1 AS INT) ORDER BY da SESSION WITH GAP '1 day')
+
+    Caused by:
+      Feature is not yet implemented: `SESSION` frame with offset of type `date` is not implemented yet, please manually cast the `ORDER BY` column to `timestamp`
+    No tracking issue yet. Feel free to submit a feature request at https://github.com/risingwavelabs/risingwave/issues/new?labels=type%2Ffeature&template=feature_request.yml
+- sql: |
+    create table t (i int, bi bigint, d decimal, f float, da date, t time, ts timestamp, tstz timestamptz, itv interval);
+    select
+        count(*) over (partition by 1::int order by t session with gap '1 min') -- `time` not supported yet
+    from t;
+  binder_error: |
+    Failed to bind expression: count(*) OVER (PARTITION BY CAST(1 AS INT) ORDER BY t SESSION WITH GAP '1 min')
+
+    Caused by:
+      Feature is not yet implemented: `SESSION` frame with offset of type `time without time zone` is not implemented yet, please manually cast the `ORDER BY` column to `timestamp`
+    No tracking issue yet. Feel free to submit a feature request at https://github.com/risingwavelabs/risingwave/issues/new?labels=type%2Ffeature&template=feature_request.yml
+- sql: |
+    create table t (i int, bi bigint, d decimal, f float, da date, t time, ts timestamp, tstz timestamptz, itv interval);
+    select
+        count(*) over (partition by 1::int order by tstz session with gap '1 day 1 hour') -- `timestamptz` +/- 'x month x day' not supported yet
+    from t;
+  binder_error: |
+    Failed to bind expression: count(*) OVER (PARTITION BY CAST(1 AS INT) ORDER BY tstz SESSION WITH GAP '1 day 1 hour')
+
+    Caused by these errors (recent errors listed first):
+      1: Expr error
+      2: for session order column of type `timestamptz`, gap should not have non-zero `month` and `day`
diff --git a/src/frontend/planner_test/tests/testdata/output/sink_into_table.yaml b/src/frontend/planner_test/tests/testdata/output/sink_into_table.yaml
new file mode 100644
index 0000000000000..1fc6df6613a98
--- /dev/null
+++ b/src/frontend/planner_test/tests/testdata/output/sink_into_table.yaml
@@ -0,0 +1,14 @@
+# This file is automatically generated. See `src/frontend/planner_test/README.md` for more information.
+- id: create sink into table having default expression with now()
+  sql: |
+    create table t(
+        x int,
+        y timestamptz default now(),
+        z timestamptz default now() - interval '1 minute'
+    ) append only;
+    create table s(x int) append only;
+    explain create sink ss into t from s with (type = 'append-only');
+  explain_output: |
+    StreamProject { exprs: [s.x, Proctime as $expr1, (Proctime - '00:01:00':Interval) as $expr2, null:Serial], output_watermarks: [$expr1, $expr2] }
+    └─StreamSink { type: append-only, columns: [x, s._row_id(hidden)] }
+      └─StreamTableScan { table: s, columns: [x, _row_id] }
diff --git a/src/frontend/planner_test/tests/testdata/output/subquery.yaml b/src/frontend/planner_test/tests/testdata/output/subquery.yaml
index f9ae7cdee3f0d..e113a0aca4d1d 100644
--- a/src/frontend/planner_test/tests/testdata/output/subquery.yaml
+++ b/src/frontend/planner_test/tests/testdata/output/subquery.yaml
@@ -241,7 +241,7 @@
         │       │ │ │ │ │ │ └─LogicalProject { exprs: [rw_system_tables.id, rw_system_tables.name, 'system table':Varchar, rw_system_tables.schema_id, rw_system_tables.owner, rw_system_tables.definition, rw_system_tables.acl] }
         │       │ │ │ │ │ │   └─LogicalSysScan { table: rw_system_tables, columns: [rw_system_tables.id, rw_system_tables.name, rw_system_tables.schema_id, rw_system_tables.owner, rw_system_tables.definition, rw_system_tables.acl] }
         │       │ │ │ │ │ └─LogicalProject { exprs: [rw_sources.id, rw_sources.name, 'source':Varchar, rw_sources.schema_id, rw_sources.owner, rw_sources.definition, rw_sources.acl] }
-        │       │ │ │ │ │   └─LogicalSysScan { table: rw_sources, columns: [rw_sources.id, rw_sources.name, rw_sources.schema_id, rw_sources.owner, rw_sources.connector, rw_sources.columns, rw_sources.format, rw_sources.row_encode, rw_sources.append_only, rw_sources.connection_id, rw_sources.definition, rw_sources.acl, rw_sources.initialized_at, rw_sources.created_at, rw_sources.initialized_at_cluster_version, rw_sources.created_at_cluster_version] }
+        │       │ │ │ │ │   └─LogicalSysScan { table: rw_sources, columns: [rw_sources.id, rw_sources.name, rw_sources.schema_id, rw_sources.owner, rw_sources.connector, rw_sources.columns, rw_sources.format, rw_sources.row_encode, rw_sources.append_only, rw_sources.associated_table_id, rw_sources.connection_id, rw_sources.definition, rw_sources.acl, rw_sources.initialized_at, rw_sources.created_at, rw_sources.initialized_at_cluster_version, rw_sources.created_at_cluster_version] }
         │       │ │ │ │ └─LogicalProject { exprs: [rw_indexes.id, rw_indexes.name, 'index':Varchar, rw_indexes.schema_id, rw_indexes.owner, rw_indexes.definition, rw_indexes.acl] }
         │       │ │ │ │   └─LogicalSysScan { table: rw_indexes, columns: [rw_indexes.id, rw_indexes.name, rw_indexes.primary_table_id, rw_indexes.key_columns, rw_indexes.include_columns, rw_indexes.schema_id, rw_indexes.owner, rw_indexes.definition, rw_indexes.acl, rw_indexes.initialized_at, rw_indexes.created_at, rw_indexes.initialized_at_cluster_version, rw_indexes.created_at_cluster_version] }
         │       │ │ │ └─LogicalProject { exprs: [rw_sinks.id, rw_sinks.name, 'sink':Varchar, rw_sinks.schema_id, rw_sinks.owner, rw_sinks.definition, rw_sinks.acl] }
diff --git a/src/frontend/planner_test/tests/testdata/output/temporal_join.yaml b/src/frontend/planner_test/tests/testdata/output/temporal_join.yaml
index aa8887e98bef6..5cdfdf6cf45ea 100644
--- a/src/frontend/planner_test/tests/testdata/output/temporal_join.yaml
+++ b/src/frontend/planner_test/tests/testdata/output/temporal_join.yaml
@@ -111,7 +111,7 @@
   stream_plan: |-
     StreamMaterialize { columns: [k, x1, x2, a1, b1, stream._row_id(hidden), version2.k(hidden)], stream_key: [stream._row_id, k], pk_columns: [stream._row_id, k], pk_conflict: NoCheck }
     └─StreamExchange { dist: HashShard(stream.k, stream._row_id) }
-      └─StreamTemporalJoin { type: Inner, append_only: true, predicate: stream.k = version2.k, output: [stream.k, version1.x1, version2.x2, stream.a1, stream.b1, stream._row_id, version2.k] }
+      └─StreamTemporalJoin { type: Inner, append_only: false, predicate: stream.k = version2.k, output: [stream.k, version1.x1, version2.x2, stream.a1, stream.b1, stream._row_id, version2.k] }
         ├─StreamExchange { dist: HashShard(stream.k) }
         │ └─StreamTemporalJoin { type: Inner, append_only: false, predicate: stream.k = version1.k, output: [stream.k, stream.a1, stream.b1, version1.x1, stream._row_id, version1.k] }
         │   ├─StreamExchange { dist: HashShard(stream.k) }
@@ -133,7 +133,7 @@
   stream_plan: |-
     StreamMaterialize { columns: [id1, x1, id2, x2, a1, b1, stream._row_id(hidden), version2.id2(hidden)], stream_key: [stream._row_id, id1, id2], pk_columns: [stream._row_id, id1, id2], pk_conflict: NoCheck }
     └─StreamExchange { dist: HashShard(stream.id1, stream.id2, stream._row_id) }
-      └─StreamTemporalJoin { type: Inner, append_only: true, predicate: stream.id2 = version2.id2, output: [stream.id1, version1.x1, stream.id2, version2.x2, stream.a1, stream.b1, stream._row_id, version2.id2] }
+      └─StreamTemporalJoin { type: Inner, append_only: false, predicate: stream.id2 = version2.id2, output: [stream.id1, version1.x1, stream.id2, version2.x2, stream.a1, stream.b1, stream._row_id, version2.id2] }
         ├─StreamExchange { dist: HashShard(stream.id2) }
         │ └─StreamTemporalJoin { type: Inner, append_only: false, predicate: stream.id1 = version1.id1, output: [stream.id1, stream.id2, stream.a1, stream.b1, version1.x1, stream._row_id, version1.id1] }
         │   ├─StreamExchange { dist: HashShard(stream.id1) }
@@ -155,7 +155,7 @@
   stream_plan: |-
     StreamMaterialize { columns: [id1, x1, id2, x2, a1, b1, stream._row_id(hidden), version2.id2(hidden)], stream_key: [stream._row_id, id1, id2], pk_columns: [stream._row_id, id1, id2], pk_conflict: NoCheck }
     └─StreamExchange { dist: HashShard(stream.id1, stream.id2, stream._row_id) }
-      └─StreamTemporalJoin { type: Inner, append_only: true, predicate: stream.id2 = version2.id2, output: [stream.id1, version1.x1, stream.id2, version2.x2, stream.a1, stream.b1, stream._row_id, version2.id2] }
+      └─StreamTemporalJoin { type: Inner, append_only: false, predicate: stream.id2 = version2.id2, output: [stream.id1, version1.x1, stream.id2, version2.x2, stream.a1, stream.b1, stream._row_id, version2.id2] }
         ├─StreamExchange { dist: HashShard(stream.id2) }
         │ └─StreamTemporalJoin { type: Inner, append_only: false, predicate: stream.id1 = version1.id1, output: [stream.id1, stream.id2, stream.a1, stream.b1, version1.x1, stream._row_id, version1.id1] }
         │   ├─StreamExchange { dist: HashShard(stream.id1) }
diff --git a/src/frontend/planner_test/tests/testdata/output/tpch.yaml b/src/frontend/planner_test/tests/testdata/output/tpch.yaml
index dddddff210409..3c43faa8d2494 100644
--- a/src/frontend/planner_test/tests/testdata/output/tpch.yaml
+++ b/src/frontend/planner_test/tests/testdata/output/tpch.yaml
@@ -3650,14 +3650,14 @@
     LogicalProject { exprs: [sum($expr1)] }
     └─LogicalAgg { aggs: [sum($expr1)] }
       └─LogicalProject { exprs: [(lineitem.l_extendedprice * (1:Int32::Decimal - lineitem.l_discount)) as $expr1] }
-        └─LogicalFilter { predicate: (part.p_partkey = lineitem.l_partkey) AND (part.p_size >= 1:Int32) AND In(lineitem.l_shipmode, 'AIR':Varchar, 'AIR REG':Varchar) AND (lineitem.l_shipinstruct = 'DELIVER IN PERSON':Varchar) AND (((((((part.p_brand = 'Brand#52':Varchar) AND In(part.p_container, 'SM CASE':Varchar, 'SM BOX':Varchar, 'SM PACK':Varchar, 'SM PKG':Varchar)) AND (lineitem.l_quantity >= 1:Int32::Decimal)) AND (lineitem.l_quantity <= 11:Int32::Decimal)) AND (part.p_size <= 5:Int32)) OR (((((part.p_brand = 'Brand#24':Varchar) AND In(part.p_container, 'MED BAG':Varchar, 'MED BOX':Varchar, 'MED PKG':Varchar, 'MED PACK':Varchar)) AND (lineitem.l_quantity >= 30:Int32::Decimal)) AND (lineitem.l_quantity <= 40:Int32::Decimal)) AND (part.p_size <= 10:Int32))) OR (((((part.p_brand = 'Brand#32':Varchar) AND In(part.p_container, 'LG CASE':Varchar, 'LG BOX':Varchar, 'LG PACK':Varchar, 'LG PKG':Varchar)) AND (lineitem.l_quantity >= 10:Int32::Decimal)) AND (lineitem.l_quantity <= 20:Int32::Decimal)) AND (part.p_size <= 15:Int32))) }
+        └─LogicalFilter { predicate: (part.p_partkey = lineitem.l_partkey) AND (part.p_size >= 1:Int32) AND In(lineitem.l_shipmode, 'AIR':Varchar, 'AIR REG':Varchar) AND (lineitem.l_shipinstruct = 'DELIVER IN PERSON':Varchar) AND ((((((part.p_brand = 'Brand#52':Varchar) AND In(part.p_container, 'SM CASE':Varchar, 'SM BOX':Varchar, 'SM PACK':Varchar, 'SM PKG':Varchar)) AND ((lineitem.l_quantity >= 1:Int32::Decimal) AND (lineitem.l_quantity <= 11:Int32::Decimal))) AND (part.p_size <= 5:Int32)) OR ((((part.p_brand = 'Brand#24':Varchar) AND In(part.p_container, 'MED BAG':Varchar, 'MED BOX':Varchar, 'MED PKG':Varchar, 'MED PACK':Varchar)) AND ((lineitem.l_quantity >= 30:Int32::Decimal) AND (lineitem.l_quantity <= 40:Int32::Decimal))) AND (part.p_size <= 10:Int32))) OR ((((part.p_brand = 'Brand#32':Varchar) AND In(part.p_container, 'LG CASE':Varchar, 'LG BOX':Varchar, 'LG PACK':Varchar, 'LG PKG':Varchar)) AND ((lineitem.l_quantity >= 10:Int32::Decimal) AND (lineitem.l_quantity <= 20:Int32::Decimal))) AND (part.p_size <= 15:Int32))) }
           └─LogicalJoin { type: Inner, on: true, output: all }
             ├─LogicalScan { table: lineitem, columns: [lineitem.l_orderkey, lineitem.l_partkey, lineitem.l_suppkey, lineitem.l_linenumber, lineitem.l_quantity, lineitem.l_extendedprice, lineitem.l_discount, lineitem.l_tax, lineitem.l_returnflag, lineitem.l_linestatus, lineitem.l_shipdate, lineitem.l_commitdate, lineitem.l_receiptdate, lineitem.l_shipinstruct, lineitem.l_shipmode, lineitem.l_comment] }
             └─LogicalScan { table: part, columns: [part.p_partkey, part.p_name, part.p_mfgr, part.p_brand, part.p_type, part.p_size, part.p_container, part.p_retailprice, part.p_comment] }
   optimized_logical_plan_for_batch: |-
     LogicalAgg { aggs: [sum($expr1)] }
     └─LogicalProject { exprs: [(lineitem.l_extendedprice * (1:Int32::Decimal - lineitem.l_discount)) as $expr1] }
-      └─LogicalJoin { type: Inner, on: (part.p_partkey = lineitem.l_partkey) AND (((((((part.p_brand = 'Brand#52':Varchar) AND In(part.p_container, 'SM CASE':Varchar, 'SM BOX':Varchar, 'SM PACK':Varchar, 'SM PKG':Varchar)) AND (lineitem.l_quantity >= 1:Int32::Decimal)) AND (lineitem.l_quantity <= 11:Int32::Decimal)) AND (part.p_size <= 5:Int32)) OR (((((part.p_brand = 'Brand#24':Varchar) AND In(part.p_container, 'MED BAG':Varchar, 'MED BOX':Varchar, 'MED PKG':Varchar, 'MED PACK':Varchar)) AND (lineitem.l_quantity >= 30:Int32::Decimal)) AND (lineitem.l_quantity <= 40:Int32::Decimal)) AND (part.p_size <= 10:Int32))) OR (((((part.p_brand = 'Brand#32':Varchar) AND In(part.p_container, 'LG CASE':Varchar, 'LG BOX':Varchar, 'LG PACK':Varchar, 'LG PKG':Varchar)) AND (lineitem.l_quantity >= 10:Int32::Decimal)) AND (lineitem.l_quantity <= 20:Int32::Decimal)) AND (part.p_size <= 15:Int32))), output: [lineitem.l_extendedprice, lineitem.l_discount] }
+      └─LogicalJoin { type: Inner, on: (part.p_partkey = lineitem.l_partkey) AND ((((((part.p_brand = 'Brand#52':Varchar) AND In(part.p_container, 'SM CASE':Varchar, 'SM BOX':Varchar, 'SM PACK':Varchar, 'SM PKG':Varchar)) AND ((lineitem.l_quantity >= 1:Int32::Decimal) AND (lineitem.l_quantity <= 11:Int32::Decimal))) AND (part.p_size <= 5:Int32)) OR ((((part.p_brand = 'Brand#24':Varchar) AND In(part.p_container, 'MED BAG':Varchar, 'MED BOX':Varchar, 'MED PKG':Varchar, 'MED PACK':Varchar)) AND ((lineitem.l_quantity >= 30:Int32::Decimal) AND (lineitem.l_quantity <= 40:Int32::Decimal))) AND (part.p_size <= 10:Int32))) OR ((((part.p_brand = 'Brand#32':Varchar) AND In(part.p_container, 'LG CASE':Varchar, 'LG BOX':Varchar, 'LG PACK':Varchar, 'LG PKG':Varchar)) AND ((lineitem.l_quantity >= 10:Int32::Decimal) AND (lineitem.l_quantity <= 20:Int32::Decimal))) AND (part.p_size <= 15:Int32))), output: [lineitem.l_extendedprice, lineitem.l_discount] }
         ├─LogicalScan { table: lineitem, output_columns: [lineitem.l_partkey, lineitem.l_quantity, lineitem.l_extendedprice, lineitem.l_discount], required_columns: [lineitem.l_partkey, lineitem.l_quantity, lineitem.l_extendedprice, lineitem.l_discount, lineitem.l_shipinstruct, lineitem.l_shipmode], predicate: In(lineitem.l_shipmode, 'AIR':Varchar, 'AIR REG':Varchar) AND (lineitem.l_shipinstruct = 'DELIVER IN PERSON':Varchar) }
         └─LogicalScan { table: part, columns: [part.p_partkey, part.p_brand, part.p_size, part.p_container], predicate: (part.p_size >= 1:Int32) }
   batch_plan: |-
@@ -3665,7 +3665,7 @@
     └─BatchExchange { order: [], dist: Single }
       └─BatchSimpleAgg { aggs: [sum($expr1)] }
         └─BatchProject { exprs: [(lineitem.l_extendedprice * (1:Decimal - lineitem.l_discount)) as $expr1] }
-          └─BatchLookupJoin { type: Inner, predicate: lineitem.l_partkey = part.p_partkey AND (((((((part.p_brand = 'Brand#52':Varchar) AND In(part.p_container, 'SM CASE':Varchar, 'SM BOX':Varchar, 'SM PACK':Varchar, 'SM PKG':Varchar)) AND (lineitem.l_quantity >= 1:Decimal)) AND (lineitem.l_quantity <= 11:Decimal)) AND (part.p_size <= 5:Int32)) OR (((((part.p_brand = 'Brand#24':Varchar) AND In(part.p_container, 'MED BAG':Varchar, 'MED BOX':Varchar, 'MED PKG':Varchar, 'MED PACK':Varchar)) AND (lineitem.l_quantity >= 30:Decimal)) AND (lineitem.l_quantity <= 40:Decimal)) AND (part.p_size <= 10:Int32))) OR (((((part.p_brand = 'Brand#32':Varchar) AND In(part.p_container, 'LG CASE':Varchar, 'LG BOX':Varchar, 'LG PACK':Varchar, 'LG PKG':Varchar)) AND (lineitem.l_quantity >= 10:Decimal)) AND (lineitem.l_quantity <= 20:Decimal)) AND (part.p_size <= 15:Int32))) AND (part.p_size >= 1:Int32), output: [lineitem.l_extendedprice, lineitem.l_discount], lookup table: part }
+          └─BatchLookupJoin { type: Inner, predicate: lineitem.l_partkey = part.p_partkey AND ((((((part.p_brand = 'Brand#52':Varchar) AND In(part.p_container, 'SM CASE':Varchar, 'SM BOX':Varchar, 'SM PACK':Varchar, 'SM PKG':Varchar)) AND ((lineitem.l_quantity >= 1:Decimal) AND (lineitem.l_quantity <= 11:Decimal))) AND (part.p_size <= 5:Int32)) OR ((((part.p_brand = 'Brand#24':Varchar) AND In(part.p_container, 'MED BAG':Varchar, 'MED BOX':Varchar, 'MED PKG':Varchar, 'MED PACK':Varchar)) AND ((lineitem.l_quantity >= 30:Decimal) AND (lineitem.l_quantity <= 40:Decimal))) AND (part.p_size <= 10:Int32))) OR ((((part.p_brand = 'Brand#32':Varchar) AND In(part.p_container, 'LG CASE':Varchar, 'LG BOX':Varchar, 'LG PACK':Varchar, 'LG PKG':Varchar)) AND ((lineitem.l_quantity >= 10:Decimal) AND (lineitem.l_quantity <= 20:Decimal))) AND (part.p_size <= 15:Int32))) AND (part.p_size >= 1:Int32), output: [lineitem.l_extendedprice, lineitem.l_discount], lookup table: part }
             └─BatchExchange { order: [], dist: UpstreamHashShard(lineitem.l_partkey) }
               └─BatchProject { exprs: [lineitem.l_partkey, lineitem.l_quantity, lineitem.l_extendedprice, lineitem.l_discount] }
                 └─BatchFilter { predicate: In(lineitem.l_shipmode, 'AIR':Varchar, 'AIR REG':Varchar) AND (lineitem.l_shipinstruct = 'DELIVER IN PERSON':Varchar) }
@@ -3677,7 +3677,7 @@
         └─StreamExchange { dist: Single }
           └─StreamStatelessSimpleAgg { aggs: [sum($expr1)] }
             └─StreamProject { exprs: [(lineitem.l_extendedprice * (1:Decimal - lineitem.l_discount)) as $expr1, lineitem.l_orderkey, lineitem.l_linenumber, lineitem.l_partkey] }
-              └─StreamFilter { predicate: (((((((part.p_brand = 'Brand#52':Varchar) AND In(part.p_container, 'SM CASE':Varchar, 'SM BOX':Varchar, 'SM PACK':Varchar, 'SM PKG':Varchar)) AND (lineitem.l_quantity >= 1:Decimal)) AND (lineitem.l_quantity <= 11:Decimal)) AND (part.p_size <= 5:Int32)) OR (((((part.p_brand = 'Brand#24':Varchar) AND In(part.p_container, 'MED BAG':Varchar, 'MED BOX':Varchar, 'MED PKG':Varchar, 'MED PACK':Varchar)) AND (lineitem.l_quantity >= 30:Decimal)) AND (lineitem.l_quantity <= 40:Decimal)) AND (part.p_size <= 10:Int32))) OR (((((part.p_brand = 'Brand#32':Varchar) AND In(part.p_container, 'LG CASE':Varchar, 'LG BOX':Varchar, 'LG PACK':Varchar, 'LG PKG':Varchar)) AND (lineitem.l_quantity >= 10:Decimal)) AND (lineitem.l_quantity <= 20:Decimal)) AND (part.p_size <= 15:Int32))) }
+              └─StreamFilter { predicate: ((((((part.p_brand = 'Brand#52':Varchar) AND In(part.p_container, 'SM CASE':Varchar, 'SM BOX':Varchar, 'SM PACK':Varchar, 'SM PKG':Varchar)) AND ((lineitem.l_quantity >= 1:Decimal) AND (lineitem.l_quantity <= 11:Decimal))) AND (part.p_size <= 5:Int32)) OR ((((part.p_brand = 'Brand#24':Varchar) AND In(part.p_container, 'MED BAG':Varchar, 'MED BOX':Varchar, 'MED PKG':Varchar, 'MED PACK':Varchar)) AND ((lineitem.l_quantity >= 30:Decimal) AND (lineitem.l_quantity <= 40:Decimal))) AND (part.p_size <= 10:Int32))) OR ((((part.p_brand = 'Brand#32':Varchar) AND In(part.p_container, 'LG CASE':Varchar, 'LG BOX':Varchar, 'LG PACK':Varchar, 'LG PKG':Varchar)) AND ((lineitem.l_quantity >= 10:Decimal) AND (lineitem.l_quantity <= 20:Decimal))) AND (part.p_size <= 15:Int32))) }
                 └─StreamHashJoin { type: Inner, predicate: lineitem.l_partkey = part.p_partkey, output: all }
                   ├─StreamExchange { dist: HashShard(lineitem.l_partkey) }
                   │ └─StreamProject { exprs: [lineitem.l_partkey, lineitem.l_quantity, lineitem.l_extendedprice, lineitem.l_discount, lineitem.l_orderkey, lineitem.l_linenumber] }
@@ -3697,7 +3697,7 @@
     Fragment 1
     StreamStatelessSimpleAgg { aggs: [sum($expr1)] }
     └── StreamProject { exprs: [(lineitem.l_extendedprice * (1:Decimal - lineitem.l_discount)) as $expr1, lineitem.l_orderkey, lineitem.l_linenumber, lineitem.l_partkey] }
-        └── StreamFilter { predicate: (((((((part.p_brand = 'Brand#52':Varchar) AND In(part.p_container, 'SM CASE':Varchar, 'SM BOX':Varchar, 'SM PACK':Varchar, 'SM PKG':Varchar)) AND (lineitem.l_quantity >= 1:Decimal)) AND (lineitem.l_quantity <= 11:Decimal)) AND (part.p_size <= 5:Int32)) OR (((((part.p_brand = 'Brand#24':Varchar) AND In(part.p_container, 'MED BAG':Varchar, 'MED BOX':Varchar, 'MED PKG':Varchar, 'MED PACK':Varchar)) AND (lineitem.l_quantity >= 30:Decimal)) AND (lineitem.l_quantity <= 40:Decimal)) AND (part.p_size <= 10:Int32))) OR (((((part.p_brand = 'Brand#32':Varchar) AND In(part.p_container, 'LG CASE':Varchar, 'LG BOX':Varchar, 'LG PACK':Varchar, 'LG PKG':Varchar)) AND (lineitem.l_quantity >= 10:Decimal)) AND (lineitem.l_quantity <= 20:Decimal)) AND (part.p_size <= 15:Int32))) }
+        └── StreamFilter { predicate: ((((((part.p_brand = 'Brand#52':Varchar) AND In(part.p_container, 'SM CASE':Varchar, 'SM BOX':Varchar, 'SM PACK':Varchar, 'SM PKG':Varchar)) AND ((lineitem.l_quantity >= 1:Decimal) AND (lineitem.l_quantity <= 11:Decimal))) AND (part.p_size <= 5:Int32)) OR ((((part.p_brand = 'Brand#24':Varchar) AND In(part.p_container, 'MED BAG':Varchar, 'MED BOX':Varchar, 'MED PKG':Varchar, 'MED PACK':Varchar)) AND ((lineitem.l_quantity >= 30:Decimal) AND (lineitem.l_quantity <= 40:Decimal))) AND (part.p_size <= 10:Int32))) OR ((((part.p_brand = 'Brand#32':Varchar) AND In(part.p_container, 'LG CASE':Varchar, 'LG BOX':Varchar, 'LG PACK':Varchar, 'LG PKG':Varchar)) AND ((lineitem.l_quantity >= 10:Decimal) AND (lineitem.l_quantity <= 20:Decimal))) AND (part.p_size <= 15:Int32))) }
             └── StreamHashJoin { type: Inner, predicate: lineitem.l_partkey = part.p_partkey, output: all } { tables: [ HashJoinLeft: 1, HashJoinDegreeLeft: 2, HashJoinRight: 3, HashJoinDegreeRight: 4 ] }
                 ├── StreamExchange Hash([0]) from 2
                 └── StreamExchange Hash([0]) from 3
diff --git a/src/frontend/src/binder/bind_context.rs b/src/frontend/src/binder/bind_context.rs
index ad9ca59ae44fb..688977f849916 100644
--- a/src/frontend/src/binder/bind_context.rs
+++ b/src/frontend/src/binder/bind_context.rs
@@ -114,6 +114,7 @@ pub enum BindingCteState {
 pub struct RecursiveUnion {
     /// currently this *must* be true,
     /// otherwise binding will fail.
+    #[allow(dead_code)]
     pub all: bool,
     /// lhs part of the `UNION ALL` operator
     pub base: Box<BoundSetExpr>,
diff --git a/src/frontend/src/binder/bind_param.rs b/src/frontend/src/binder/bind_param.rs
index 6c3be04d4ee90..b4bbaf420e0c9 100644
--- a/src/frontend/src/binder/bind_param.rs
+++ b/src/frontend/src/binder/bind_param.rs
@@ -21,7 +21,7 @@ use risingwave_common::types::{Datum, ScalarImpl};
 use super::statement::RewriteExprsRecursive;
 use super::BoundStatement;
 use crate::error::{ErrorCode, Result};
-use crate::expr::{Expr, ExprImpl, ExprRewriter, Literal};
+use crate::expr::{default_rewrite_expr, Expr, ExprImpl, ExprRewriter, Literal};
 
 /// Rewrites parameter expressions to literals.
 pub(crate) struct ParamRewriter {
@@ -47,22 +47,7 @@ impl ExprRewriter for ParamRewriter {
         if self.error.is_some() {
             return expr;
         }
-        match expr {
-            ExprImpl::InputRef(inner) => self.rewrite_input_ref(*inner),
-            ExprImpl::Literal(inner) => self.rewrite_literal(*inner),
-            ExprImpl::FunctionCall(inner) => self.rewrite_function_call(*inner),
-            ExprImpl::FunctionCallWithLambda(inner) => {
-                self.rewrite_function_call_with_lambda(*inner)
-            }
-            ExprImpl::AggCall(inner) => self.rewrite_agg_call(*inner),
-            ExprImpl::Subquery(inner) => self.rewrite_subquery(*inner),
-            ExprImpl::CorrelatedInputRef(inner) => self.rewrite_correlated_input_ref(*inner),
-            ExprImpl::TableFunction(inner) => self.rewrite_table_function(*inner),
-            ExprImpl::WindowFunction(inner) => self.rewrite_window_function(*inner),
-            ExprImpl::UserDefinedFunction(inner) => self.rewrite_user_defined_function(*inner),
-            ExprImpl::Parameter(inner) => self.rewrite_parameter(*inner),
-            ExprImpl::Now(inner) => self.rewrite_now(*inner),
-        }
+        default_rewrite_expr(self, expr)
     }
 
     fn rewrite_subquery(&mut self, mut subquery: crate::expr::Subquery) -> ExprImpl {
diff --git a/src/frontend/src/binder/expr/function.rs b/src/frontend/src/binder/expr/function.rs
index e1d8602c24878..b9a3b27825abf 100644
--- a/src/frontend/src/binder/expr/function.rs
+++ b/src/frontend/src/binder/expr/function.rs
@@ -23,15 +23,15 @@ use risingwave_common::array::ListValue;
 use risingwave_common::catalog::{INFORMATION_SCHEMA_SCHEMA_NAME, PG_CATALOG_SCHEMA_NAME};
 use risingwave_common::session_config::USER_NAME_WILD_CARD;
 use risingwave_common::types::{data_types, DataType, ScalarImpl, Timestamptz};
-use risingwave_common::{bail_not_implemented, current_cluster_version, no_function};
+use risingwave_common::{bail_not_implemented, current_cluster_version, must_match, no_function};
 use risingwave_expr::aggregate::{agg_kinds, AggKind};
 use risingwave_expr::window_function::{
     Frame, FrameBound, FrameBounds, FrameExclusion, RangeFrameBounds, RangeFrameOffset,
-    RowsFrameBounds, WindowFuncKind,
+    RowsFrameBounds, SessionFrameBounds, SessionFrameGap, WindowFuncKind,
 };
 use risingwave_sqlparser::ast::{
-    self, Function, FunctionArg, FunctionArgExpr, Ident, WindowFrameBound, WindowFrameExclusion,
-    WindowFrameUnits, WindowSpec,
+    self, Function, FunctionArg, FunctionArgExpr, Ident, WindowFrameBound, WindowFrameBounds,
+    WindowFrameExclusion, WindowFrameUnits, WindowSpec,
 };
 use risingwave_sqlparser::parser::ParserError;
 use thiserror_ext::AsReport;
@@ -630,34 +630,35 @@ impl Binder {
             };
             let bounds = match frame.units {
                 WindowFrameUnits::Rows => {
-                    let (start, end) =
-                        self.bind_window_frame_usize_bounds(frame.start_bound, frame.end_bound)?;
+                    let (start, end) = must_match!(frame.bounds, WindowFrameBounds::Bounds { start, end } => (start, end));
+                    let (start, end) = self.bind_window_frame_usize_bounds(start, end)?;
                     FrameBounds::Rows(RowsFrameBounds { start, end })
                 }
-                WindowFrameUnits::Range => {
+                unit @ (WindowFrameUnits::Range | WindowFrameUnits::Session) => {
                     let order_by_expr = order_by
                         .sort_exprs
                         .iter()
-                        // for `RANGE` frame, there should be exactly one `ORDER BY` column
+                        // for `RANGE | SESSION` frame, there should be exactly one `ORDER BY` column
                         .exactly_one()
                         .map_err(|_| {
-                            ErrorCode::InvalidInputSyntax(
-                                "there should be exactly one ordering column for `RANGE` frame"
-                                    .to_string(),
-                            )
+                            ErrorCode::InvalidInputSyntax(format!(
+                                "there should be exactly one ordering column for `{}` frame",
+                                unit
+                            ))
                         })?;
                     let order_data_type = order_by_expr.expr.return_type();
                     let order_type = order_by_expr.order_type;
 
                     let offset_data_type = match &order_data_type {
-                        // for numeric ordering columns, `offset` should be the same type
+                        // for numeric ordering columns, `offset`/`gap` should be the same type
                         // NOTE: actually in PG it can be a larger type, but we don't support this here
                         t @ data_types::range_frame_numeric!() => t.clone(),
-                        // for datetime ordering columns, `offset` should be interval
+                        // for datetime ordering columns, `offset`/`gap` should be interval
                         t @ data_types::range_frame_datetime!() => {
                             if matches!(t, DataType::Date | DataType::Time) {
                                 bail_not_implemented!(
-                                    "`RANGE` frame with offset of type `{}` is not implemented yet, please manually cast the `ORDER BY` column to `timestamp`",
+                                    "`{}` frame with offset of type `{}` is not implemented yet, please manually cast the `ORDER BY` column to `timestamp`",
+                                    unit,
                                     t
                                 );
                             }
@@ -667,8 +668,8 @@ impl Binder {
                         t => {
                             return Err(ErrorCode::NotSupported(
                                 format!(
-                                    "`RANGE` frame with offset of type `{}` is not supported",
-                                    t
+                                    "`{}` frame with offset of type `{}` is not supported",
+                                    unit, t
                                 ),
                                 "Please re-consider the `ORDER BY` column".to_string(),
                             )
@@ -676,18 +677,31 @@ impl Binder {
                         }
                     };
 
-                    let (start, end) = self.bind_window_frame_scalar_impl_bounds(
-                        frame.start_bound,
-                        frame.end_bound,
-                        &offset_data_type,
-                    )?;
-                    FrameBounds::Range(RangeFrameBounds {
-                        order_data_type,
-                        order_type,
-                        offset_data_type,
-                        start: start.map(RangeFrameOffset::new),
-                        end: end.map(RangeFrameOffset::new),
-                    })
+                    if unit == WindowFrameUnits::Range {
+                        let (start, end) = must_match!(frame.bounds, WindowFrameBounds::Bounds { start, end } => (start, end));
+                        let (start, end) = self.bind_window_frame_scalar_impl_bounds(
+                            start,
+                            end,
+                            &offset_data_type,
+                        )?;
+                        FrameBounds::Range(RangeFrameBounds {
+                            order_data_type,
+                            order_type,
+                            offset_data_type,
+                            start: start.map(RangeFrameOffset::new),
+                            end: end.map(RangeFrameOffset::new),
+                        })
+                    } else {
+                        let gap = must_match!(frame.bounds, WindowFrameBounds::Gap(gap) => gap);
+                        let gap_value =
+                            self.bind_window_frame_bound_offset(*gap, offset_data_type.clone())?;
+                        FrameBounds::Session(SessionFrameBounds {
+                            order_data_type,
+                            order_type,
+                            gap_data_type: offset_data_type,
+                            gap: SessionFrameGap::new(gap_value),
+                        })
+                    }
                 }
                 WindowFrameUnits::Groups => {
                     bail_not_implemented!(
@@ -782,13 +796,13 @@ impl Binder {
         let mut offset = self.bind_expr(offset)?;
         if !offset.is_const() {
             return Err(ErrorCode::InvalidInputSyntax(
-                "offset in window frame bounds must be constant".to_string(),
+                "offset/gap in window frame bounds must be constant".to_string(),
             )
             .into());
         }
         if offset.cast_implicit_mut(cast_to.clone()).is_err() {
             return Err(ErrorCode::InvalidInputSyntax(format!(
-                "offset in window frame bounds must be castable to {}",
+                "offset/gap in window frame bounds must be castable to {}",
                 cast_to
             ))
             .into());
@@ -796,7 +810,7 @@ impl Binder {
         let offset = offset.fold_const()?;
         let Some(offset) = offset else {
             return Err(ErrorCode::InvalidInputSyntax(
-                "offset in window frame bounds must not be NULL".to_string(),
+                "offset/gap in window frame bounds must not be NULL".to_string(),
             )
             .into());
         };
@@ -1160,6 +1174,7 @@ impl Binder {
                 ("jsonb_path_exists", raw_call(ExprType::JsonbPathExists)),
                 ("jsonb_path_query_array", raw_call(ExprType::JsonbPathQueryArray)),
                 ("jsonb_path_query_first", raw_call(ExprType::JsonbPathQueryFirst)),
+                ("jsonb_set", raw_call(ExprType::JsonbSet)),
                 // Functions that return a constant value
                 ("pi", pi()),
                 // greatest and least
@@ -1241,6 +1256,7 @@ impl Binder {
                 ("pg_get_userbyid", raw_call(ExprType::PgGetUserbyid)),
                 ("pg_get_indexdef", raw_call(ExprType::PgGetIndexdef)),
                 ("pg_get_viewdef", raw_call(ExprType::PgGetViewdef)),
+                ("pg_index_column_has_property", raw_call(ExprType::PgIndexColumnHasProperty)),
                 ("pg_relation_size", raw(|_binder, mut inputs|{
                     if inputs.is_empty() {
                         return Err(ErrorCode::ExprError(
@@ -1556,11 +1572,15 @@ impl Binder {
         if self.is_for_stream()
             && !matches!(
                 self.context.clause,
-                Some(Clause::Where) | Some(Clause::Having) | Some(Clause::JoinOn)
+                Some(Clause::Where)
+                    | Some(Clause::Having)
+                    | Some(Clause::JoinOn)
+                    | Some(Clause::From)
             )
         {
             return Err(ErrorCode::InvalidInputSyntax(format!(
-                "For streaming queries, `NOW()` function is only allowed in `WHERE`, `HAVING` and `ON`. Found in clause: {:?}. Please please refer to https://www.risingwave.dev/docs/current/sql-pattern-temporal-filters/ for more information",
+                "For streaming queries, `NOW()` function is only allowed in `WHERE`, `HAVING`, `ON` and `FROM`. Found in clause: {:?}. \
+                Please please refer to https://www.risingwave.dev/docs/current/sql-pattern-temporal-filters/ for more information",
                 self.context.clause
             ))
             .into());
diff --git a/src/frontend/src/binder/expr/mod.rs b/src/frontend/src/binder/expr/mod.rs
index 0b8b50be0eab6..363e6f0738fef 100644
--- a/src/frontend/src/binder/expr/mod.rs
+++ b/src/frontend/src/binder/expr/mod.rs
@@ -175,7 +175,7 @@ impl Binder {
             Expr::AtTimeZone {
                 timestamp,
                 time_zone,
-            } => self.bind_at_time_zone(*timestamp, time_zone),
+            } => self.bind_at_time_zone(*timestamp, *time_zone),
             // special syntax for string
             Expr::Trim {
                 expr,
@@ -219,9 +219,9 @@ impl Binder {
         .into())
     }
 
-    pub(super) fn bind_at_time_zone(&mut self, input: Expr, time_zone: String) -> Result<ExprImpl> {
+    pub(super) fn bind_at_time_zone(&mut self, input: Expr, time_zone: Expr) -> Result<ExprImpl> {
         let input = self.bind_expr_inner(input)?;
-        let time_zone = self.bind_string(time_zone)?.into();
+        let time_zone = self.bind_expr_inner(time_zone)?;
         FunctionCall::new(ExprType::AtTimeZone, vec![input, time_zone]).map(Into::into)
     }
 
diff --git a/src/frontend/src/binder/mod.rs b/src/frontend/src/binder/mod.rs
index 5c8e191c8319e..8b526a78d53f4 100644
--- a/src/frontend/src/binder/mod.rs
+++ b/src/frontend/src/binder/mod.rs
@@ -261,17 +261,17 @@ impl UdfContext {
 /// following the rules:
 /// 1. At the beginning, it contains the user specified parameters type.
 /// 2. When the binder encounters a parameter, it will record it as unknown(call `record_new_param`)
-/// if it didn't exist in `ParameterTypes`.
+///    if it didn't exist in `ParameterTypes`.
 /// 3. When the binder encounters a cast on parameter, if it's a unknown type, the cast function
-/// will record the target type as infer type for that parameter(call `record_infer_type`). If the
-/// parameter has been inferred, the cast function will act as a normal cast.
+///    will record the target type as infer type for that parameter(call `record_infer_type`). If the
+///    parameter has been inferred, the cast function will act as a normal cast.
 /// 4. After bind finished:
 ///     (a) parameter not in `ParameterTypes` means that the user didn't specify it and it didn't
-/// occur in the query. `export` will return error if there is a kind of
-/// parameter. This rule is compatible with PostgreSQL
+///    occur in the query. `export` will return error if there is a kind of
+///    parameter. This rule is compatible with PostgreSQL
 ///     (b) parameter is None means that it's a unknown type. The user didn't specify it
-/// and we can't infer it in the query. We will treat it as VARCHAR type finally. This rule is
-/// compatible with PostgreSQL.
+///    and we can't infer it in the query. We will treat it as VARCHAR type finally. This rule is
+///    compatible with PostgreSQL.
 ///     (c) parameter is Some means that it's a known type.
 #[derive(Clone, Debug)]
 pub struct ParameterTypes(Arc<RwLock<HashMap<u64, Option<DataType>>>>);
diff --git a/src/frontend/src/binder/relation/share.rs b/src/frontend/src/binder/relation/share.rs
index 0c5ea7627cc53..8b8afbadeb527 100644
--- a/src/frontend/src/binder/relation/share.rs
+++ b/src/frontend/src/binder/relation/share.rs
@@ -20,7 +20,7 @@ use crate::binder::bind_context::RecursiveUnion;
 use crate::binder::statement::RewriteExprsRecursive;
 use crate::binder::{BoundQuery, Relation, ShareId};
 use crate::error::{ErrorCode, Result};
-use crate::optimizer::plan_node::generic::{CHANGE_LOG_OP, _CHANGE_LOG_ROW_ID};
+use crate::optimizer::plan_node::generic::{CHANGELOG_OP, _CHANGELOG_ROW_ID};
 
 /// Share a relation during binding and planning.
 /// It could be used to share a (recursive) CTE, a source, a view and so on.
@@ -74,14 +74,14 @@ impl BoundShareInput {
                             false,
                             Field::with_name(
                                 risingwave_common::types::DataType::Int16,
-                                CHANGE_LOG_OP.to_string(),
+                                CHANGELOG_OP.to_string(),
                             ),
                         ),
                         (
                             true,
                             Field::with_name(
                                 risingwave_common::types::DataType::Serial,
-                                _CHANGE_LOG_ROW_ID.to_string(),
+                                _CHANGELOG_ROW_ID.to_string(),
                             ),
                         ),
                     ])
diff --git a/src/frontend/src/binder/relation/table_or_source.rs b/src/frontend/src/binder/relation/table_or_source.rs
index 729db7310b43e..7e08064fccc8d 100644
--- a/src/frontend/src/binder/relation/table_or_source.rs
+++ b/src/frontend/src/binder/relation/table_or_source.rs
@@ -17,7 +17,7 @@ use std::sync::Arc;
 use either::Either;
 use itertools::Itertools;
 use risingwave_common::bail_not_implemented;
-use risingwave_common::catalog::{is_system_schema, Field};
+use risingwave_common::catalog::{debug_assert_column_ids_distinct, is_system_schema, Field};
 use risingwave_common::session_config::USER_NAME_WILD_CARD;
 use risingwave_connector::WithPropertiesExt;
 use risingwave_sqlparser::ast::{AsOf, Statement, TableAlias};
@@ -222,6 +222,7 @@ impl Binder {
         source_catalog: &SourceCatalog,
         as_of: Option<AsOf>,
     ) -> (Relation, Vec<(bool, Field)>) {
+        debug_assert_column_ids_distinct(&source_catalog.columns);
         self.included_relations.insert(source_catalog.id.into());
         (
             Relation::Source(Box::new(BoundSource {
diff --git a/src/frontend/src/binder/select.rs b/src/frontend/src/binder/select.rs
index 4c6097ba9e9f8..e15a9eac73246 100644
--- a/src/frontend/src/binder/select.rs
+++ b/src/frontend/src/binder/select.rs
@@ -30,7 +30,7 @@ use crate::binder::{Binder, Relation};
 use crate::catalog::check_valid_column_name;
 use crate::error::{ErrorCode, Result, RwError};
 use crate::expr::{CorrelatedId, Depth, Expr as _, ExprImpl, ExprType, FunctionCall, InputRef};
-use crate::optimizer::plan_node::generic::CHANGE_LOG_OP;
+use crate::optimizer::plan_node::generic::CHANGELOG_OP;
 use crate::utils::group_by::GroupBy;
 
 #[derive(Debug, Clone)]
@@ -285,10 +285,10 @@ impl Binder {
 
         if let Some(Relation::Share(bound)) = &from {
             if matches!(bound.input, BoundShareInput::ChangeLog(_))
-                && fields.iter().filter(|&x| x.name.eq(CHANGE_LOG_OP)).count() > 1
+                && fields.iter().filter(|&x| x.name.eq(CHANGELOG_OP)).count() > 1
             {
                 return Err(ErrorCode::BindError(
-                    "The source table of changelog cannot have `change_log_op`, please rename it first".to_string()
+                    "The source table of changelog cannot have `changelog_op`, please rename it first".to_string()
                 )
                 .into());
             }
diff --git a/src/frontend/src/catalog/index_catalog.rs b/src/frontend/src/catalog/index_catalog.rs
index 7e13c365407e1..098eca22af9ee 100644
--- a/src/frontend/src/catalog/index_catalog.rs
+++ b/src/frontend/src/catalog/index_catalog.rs
@@ -21,7 +21,7 @@ use itertools::Itertools;
 use risingwave_common::catalog::{Field, IndexId, Schema};
 use risingwave_common::util::epoch::Epoch;
 use risingwave_common::util::sort_util::ColumnOrder;
-use risingwave_pb::catalog::{PbIndex, PbStreamJobStatus};
+use risingwave_pb::catalog::{PbIndex, PbIndexColumnProperties, PbStreamJobStatus};
 
 use crate::catalog::{DatabaseId, OwnedByUserCatalog, SchemaId, TableCatalog};
 use crate::expr::{Expr, ExprDisplay, ExprImpl, FunctionCall};
@@ -40,6 +40,10 @@ pub struct IndexCatalog {
     /// The input args of `FuncCall` is also the column index of the primary table.
     pub index_item: Vec<ExprImpl>,
 
+    /// The properties of the index columns.
+    /// <https://www.postgresql.org/docs/current/functions-info.html#FUNCTIONS-INFO-INDEX-COLUMN-PROPS>
+    pub index_column_properties: Vec<PbIndexColumnProperties>,
+
     pub index_table: Arc<TableCatalog>,
 
     pub primary_table: Arc<TableCatalog>,
@@ -112,6 +116,7 @@ impl IndexCatalog {
             id: index_prost.id.into(),
             name: index_prost.name.clone(),
             index_item,
+            index_column_properties: index_prost.index_column_properties.clone(),
             index_table: Arc::new(index_table.clone()),
             primary_table: Arc::new(primary_table.clone()),
             primary_to_secondary_mapping,
@@ -179,6 +184,7 @@ impl IndexCatalog {
                 .iter()
                 .map(|expr| expr.to_expr_proto())
                 .collect_vec(),
+            index_column_properties: self.index_column_properties.clone(),
             index_columns_len: self.index_columns_len,
             initialized_at_epoch: self.initialized_at_epoch.map(|e| e.0),
             created_at_epoch: self.created_at_epoch.map(|e| e.0),
@@ -188,6 +194,11 @@ impl IndexCatalog {
         }
     }
 
+    /// Get the column properties of the index column.
+    pub fn get_column_properties(&self, column_idx: usize) -> Option<PbIndexColumnProperties> {
+        self.index_column_properties.get(column_idx).cloned()
+    }
+
     pub fn get_column_def(&self, column_idx: usize) -> Option<String> {
         if let Some(col) = self.index_table.columns.get(column_idx) {
             if col.is_hidden {
diff --git a/src/frontend/src/catalog/subscription_catalog.rs b/src/frontend/src/catalog/subscription_catalog.rs
index 6efb31614a922..36a5a71a0e9be 100644
--- a/src/frontend/src/catalog/subscription_catalog.rs
+++ b/src/frontend/src/catalog/subscription_catalog.rs
@@ -13,7 +13,6 @@
 // limitations under the License.
 
 use core::str::FromStr;
-use std::collections::BTreeMap;
 
 use risingwave_common::catalog::{TableId, UserId, OBJECT_ID_PLACEHOLDER};
 use risingwave_common::types::Interval;
@@ -24,6 +23,7 @@ use thiserror_ext::AsReport;
 
 use super::OwnedByUserCatalog;
 use crate::error::{ErrorCode, Result};
+use crate::WithOptions;
 
 #[derive(Clone, Debug, PartialEq, Eq, Hash)]
 #[cfg_attr(test, derive(Default))]
@@ -82,7 +82,7 @@ impl SubscriptionId {
 }
 
 impl SubscriptionCatalog {
-    pub fn set_retention_seconds(&mut self, properties: BTreeMap<String, String>) -> Result<()> {
+    pub fn set_retention_seconds(&mut self, properties: &WithOptions) -> Result<()> {
         let retention_seconds_str = properties.get("retention").ok_or_else(|| {
             ErrorCode::InternalError("Subscription retention time not set.".to_string())
         })?;
diff --git a/src/frontend/src/catalog/system_catalog/information_schema/columns.rs b/src/frontend/src/catalog/system_catalog/information_schema/columns.rs
index 531b8b3012c8f..b7e5889d16c27 100644
--- a/src/frontend/src/catalog/system_catalog/information_schema/columns.rs
+++ b/src/frontend/src/catalog/system_catalog/information_schema/columns.rs
@@ -31,6 +31,7 @@ use risingwave_frontend_macro::system_catalog;
         NULL AS column_default,
         NULL::integer AS character_maximum_length,
         NULL::integer AS numeric_precision,
+        NULL::integer AS numeric_precision_radix,
         NULL::integer AS numeric_scale,
         NULL::integer AS datetime_precision,
         c.position AS ordinal_position,
@@ -81,6 +82,7 @@ struct Column {
     column_default: String,
     character_maximum_length: i32,
     numeric_precision: i32,
+    numeric_precision_radix: i32,
     numeric_scale: i32,
     datetime_precision: i32,
     ordinal_position: i32,
diff --git a/src/frontend/src/catalog/system_catalog/pg_catalog/pg_attribute.rs b/src/frontend/src/catalog/system_catalog/pg_catalog/pg_attribute.rs
index a0bf9190df2cb..89197e8f95dab 100644
--- a/src/frontend/src/catalog/system_catalog/pg_catalog/pg_attribute.rs
+++ b/src/frontend/src/catalog/system_catalog/pg_catalog/pg_attribute.rs
@@ -39,6 +39,7 @@ use risingwave_frontend_macro::system_catalog;
               ELSE ''::varchar
             END AS attgenerated,
             -1 AS atttypmod,
+            NULL::text[] AS attoptions,
             0 AS attcollation
         FROM rw_catalog.rw_columns c
         WHERE c.is_hidden = false"
@@ -56,5 +57,6 @@ struct PgAttribute {
     attidentity: String,
     attgenerated: String,
     atttypmod: i32,
+    attoptions: Vec<String>,
     attcollation: i32,
 }
diff --git a/src/frontend/src/catalog/system_catalog/pg_catalog/pg_index.rs b/src/frontend/src/catalog/system_catalog/pg_catalog/pg_index.rs
index b91bd9b698cbe..f370b8615ad48 100644
--- a/src/frontend/src/catalog/system_catalog/pg_catalog/pg_index.rs
+++ b/src/frontend/src/catalog/system_catalog/pg_catalog/pg_index.rs
@@ -39,7 +39,34 @@ use risingwave_frontend_macro::system_catalog;
         true AS indisready,
         true AS indislive,
         false AS indisreplident
-    FROM rw_catalog.rw_indexes"
+    FROM rw_catalog.rw_indexes
+    UNION ALL
+    SELECT c.relation_id AS indexrelid,
+        c.relation_id AS indrelid,
+        COUNT(*)::smallint AS indnatts,
+        COUNT(*)::smallint AS indnkeyatts,
+        true AS indisunique,
+        ARRAY_AGG(c.position)::smallint[] AS indkey,
+        ARRAY[]::smallint[] as indoption,
+        NULL AS indexprs,
+        NULL AS indpred,
+        TRUE AS indisprimary,
+        ARRAY[]::int[] AS indclass,
+        false AS indisexclusion,
+        true AS indimmediate,
+        false AS indisclustered,
+        true AS indisvalid,
+        false AS indcheckxmin,
+        true AS indisready,
+        true AS indislive,
+        false AS indisreplident
+    FROM rw_catalog.rw_columns c
+    WHERE c.is_primary_key = true AND c.is_hidden = false
+    AND c.relation_id IN (
+        SELECT id
+        FROM rw_catalog.rw_tables
+    )
+    GROUP BY c.relation_id"
 )]
 #[derive(Fields)]
 struct PgIndex {
diff --git a/src/frontend/src/catalog/system_catalog/pg_catalog/pg_indexes.rs b/src/frontend/src/catalog/system_catalog/pg_catalog/pg_indexes.rs
index e35aba9567ae2..a602e71804777 100644
--- a/src/frontend/src/catalog/system_catalog/pg_catalog/pg_indexes.rs
+++ b/src/frontend/src/catalog/system_catalog/pg_catalog/pg_indexes.rs
@@ -28,6 +28,19 @@ use risingwave_frontend_macro::system_catalog;
         FROM rw_catalog.rw_indexes i
         JOIN rw_catalog.rw_tables t ON i.primary_table_id = t.id
         JOIN rw_catalog.rw_schemas s ON i.schema_id = s.id
+    UNION ALL
+    SELECT s.name AS schemaname,
+            t.name AS tablename,
+            concat(t.name, '_pkey') AS indexname,
+            NULL AS tablespace,
+            '' AS indexdef
+        FROM rw_catalog.rw_tables t
+        JOIN rw_catalog.rw_schemas s ON t.schema_id = s.id
+        WHERE t.id IN (
+            SELECT DISTINCT relation_id
+            FROM rw_catalog.rw_columns
+            WHERE is_primary_key = true AND is_hidden = false
+        )
     "
 )]
 #[derive(Fields)]
diff --git a/src/frontend/src/catalog/system_catalog/rw_catalog/mod.rs b/src/frontend/src/catalog/system_catalog/rw_catalog/mod.rs
index 502c41561b65f..4e0e165a6d524 100644
--- a/src/frontend/src/catalog/system_catalog/rw_catalog/mod.rs
+++ b/src/frontend/src/catalog/system_catalog/rw_catalog/mod.rs
@@ -56,3 +56,6 @@ mod rw_user_secrets;
 mod rw_users;
 mod rw_views;
 mod rw_worker_nodes;
+
+mod rw_actor_id_to_ddl;
+mod rw_fragment_id_to_ddl;
diff --git a/src/frontend/src/catalog/system_catalog/rw_catalog/rw_actor_id_to_ddl.rs b/src/frontend/src/catalog/system_catalog/rw_catalog/rw_actor_id_to_ddl.rs
new file mode 100644
index 0000000000000..95e269f0d5d5c
--- /dev/null
+++ b/src/frontend/src/catalog/system_catalog/rw_catalog/rw_actor_id_to_ddl.rs
@@ -0,0 +1,42 @@
+// Copyright 2024 RisingWave Labs
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+use risingwave_common::types::Fields;
+use risingwave_frontend_macro::system_catalog;
+
+/// Provides a mapping from `actor_id` to its ddl info.
+#[system_catalog(
+view,
+"rw_catalog.rw_actor_id_to_ddl",
+"with
+   actor_to_job_id as (select actor_id, a.fragment_id, table_id from rw_fragments f join rw_actors a on f.fragment_id = a.fragment_id),
+   job_id_to_mv as (select actor_id, fragment_id, d.id as job_id, schema_id, 'mv' as ddl_type, name from rw_materialized_views d join actor_to_job_id a on d.id = a.table_id),
+   job_id_to_sink as (select actor_id, fragment_id, d.id as job_id, schema_id, 'sink' as ddl_type, name from rw_sinks d join actor_to_job_id a on d.id = a.table_id),
+   job_id_to_source as (select actor_id, fragment_id, d.id as job_id, schema_id, 'source' as ddl_type, name from rw_sources d join actor_to_job_id a on d.id = a.table_id),
+   job_id_to_table as (select actor_id, fragment_id, d.id as job_id, schema_id, 'table' as ddl_type, name from rw_tables d join actor_to_job_id a on d.id = a.table_id)
+   select * from job_id_to_mv
+     union all select * from job_id_to_sink
+       union all select * from job_id_to_source
+         union all select * from job_id_to_table"
+)]
+#[derive(Fields)]
+struct RwActorIdToDdl {
+    #[primary_key]
+    actor_id: i32,
+    fragment_id: i32,
+    job_id: i32,
+    schema_id: i32,
+    ddl_type: String,
+    name: String,
+}
diff --git a/src/frontend/src/catalog/system_catalog/rw_catalog/rw_fragment_id_to_ddl.rs b/src/frontend/src/catalog/system_catalog/rw_catalog/rw_fragment_id_to_ddl.rs
new file mode 100644
index 0000000000000..094e85903a31a
--- /dev/null
+++ b/src/frontend/src/catalog/system_catalog/rw_catalog/rw_fragment_id_to_ddl.rs
@@ -0,0 +1,40 @@
+// Copyright 2024 RisingWave Labs
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+use risingwave_common::types::Fields;
+use risingwave_frontend_macro::system_catalog;
+
+/// Provides a mapping from `actor_id` to its ddl info.
+#[system_catalog(
+view,
+"rw_catalog.rw_fragment_id_to_ddl",
+"with
+   job_id_to_mv as (select fragment_id, d.id as job_id, schema_id, 'mv' as ddl_type, name from rw_materialized_views d join rw_fragments f on d.id = f.table_id),
+   job_id_to_sink as (select fragment_id, d.id as job_id, schema_id, 'sink' as ddl_type, name from rw_sinks d join rw_fragments f on d.id = f.table_id),
+   job_id_to_source as (select fragment_id, d.id as job_id, schema_id, 'source' as ddl_type, name from rw_sources d join rw_fragments f on d.id = f.table_id),
+   job_id_to_table as (select fragment_id, d.id as job_id, schema_id, 'table' as ddl_type, name from rw_tables d join rw_fragments f on d.id = f.table_id)
+   select * from job_id_to_mv
+     union all select * from job_id_to_sink
+       union all select * from job_id_to_source
+         union all select * from job_id_to_table"
+)]
+#[derive(Fields)]
+struct RwFragmentIdToDdl {
+    #[primary_key]
+    fragment_id: i32,
+    job_id: i32,
+    schema_id: i32,
+    ddl_type: String,
+    name: String,
+}
diff --git a/src/frontend/src/catalog/system_catalog/rw_catalog/rw_hummock_version.rs b/src/frontend/src/catalog/system_catalog/rw_catalog/rw_hummock_version.rs
index e3c0578ac6864..f7d265485f706 100644
--- a/src/frontend/src/catalog/system_catalog/rw_catalog/rw_hummock_version.rs
+++ b/src/frontend/src/catalog/system_catalog/rw_catalog/rw_hummock_version.rs
@@ -106,7 +106,7 @@ fn version_to_compaction_group_rows(version: &HummockVersion) -> Vec<RwHummockVe
         .map(|cg| RwHummockVersion {
             version_id: version.id as _,
             max_committed_epoch: version.max_committed_epoch as _,
-            safe_epoch: version.safe_epoch as _,
+            safe_epoch: version.visible_table_safe_epoch() as _,
             compaction_group: json!(cg).into(),
         })
         .collect()
diff --git a/src/frontend/src/catalog/system_catalog/rw_catalog/rw_iceberg_files.rs b/src/frontend/src/catalog/system_catalog/rw_catalog/rw_iceberg_files.rs
index 73c88b58ba5f7..2bb7648920895 100644
--- a/src/frontend/src/catalog/system_catalog/rw_catalog/rw_iceberg_files.rs
+++ b/src/frontend/src/catalog/system_catalog/rw_catalog/rw_iceberg_files.rs
@@ -12,7 +12,6 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::HashMap;
 use std::ops::Deref;
 
 use anyhow::anyhow;
@@ -78,8 +77,7 @@ async fn read(reader: &SysCatalogReaderImpl) -> Result<Vec<RwIcebergFiles>> {
 
     let mut result = vec![];
     for (schema_name, source) in iceberg_sources {
-        let source_props: HashMap<String, String> =
-            HashMap::from_iter(source.with_properties.clone());
+        let source_props = source.with_properties.clone();
         let config = ConnectorProperties::extract(source_props, false)?;
         if let ConnectorProperties::Iceberg(iceberg_properties) = config {
             let iceberg_config: IcebergConfig = iceberg_properties.to_iceberg_config();
diff --git a/src/frontend/src/catalog/system_catalog/rw_catalog/rw_iceberg_snapshots.rs b/src/frontend/src/catalog/system_catalog/rw_catalog/rw_iceberg_snapshots.rs
index 671cbcee89529..6e32f48eec844 100644
--- a/src/frontend/src/catalog/system_catalog/rw_catalog/rw_iceberg_snapshots.rs
+++ b/src/frontend/src/catalog/system_catalog/rw_catalog/rw_iceberg_snapshots.rs
@@ -12,7 +12,6 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::HashMap;
 use std::ops::Deref;
 
 use icelake::Table;
@@ -58,8 +57,7 @@ async fn read(reader: &SysCatalogReaderImpl) -> Result<Vec<RwIcebergSnapshots>>
 
     let mut result = vec![];
     for (schema_name, source) in iceberg_sources {
-        let source_props: HashMap<String, String> =
-            HashMap::from_iter(source.with_properties.clone());
+        let source_props = source.with_properties.clone();
         let config = ConnectorProperties::extract(source_props, false)?;
         if let ConnectorProperties::Iceberg(iceberg_properties) = config {
             let iceberg_config: IcebergConfig = iceberg_properties.to_iceberg_config();
diff --git a/src/frontend/src/catalog/system_catalog/rw_catalog/rw_meta_snapshot.rs b/src/frontend/src/catalog/system_catalog/rw_catalog/rw_meta_snapshot.rs
index f31b1f7c67c5c..51df244f9539c 100644
--- a/src/frontend/src/catalog/system_catalog/rw_catalog/rw_meta_snapshot.rs
+++ b/src/frontend/src/catalog/system_catalog/rw_catalog/rw_meta_snapshot.rs
@@ -12,9 +12,9 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use risingwave_common::types::{Fields, Timestamp};
-use risingwave_common::util::epoch::Epoch;
+use risingwave_common::types::{Fields, JsonbVal};
 use risingwave_frontend_macro::system_catalog;
+use serde_json::json;
 
 use crate::catalog::system_catalog::SysCatalogReaderImpl;
 use crate::error::Result;
@@ -24,30 +24,13 @@ struct RwMetaSnapshot {
     #[primary_key]
     meta_snapshot_id: i64,
     hummock_version_id: i64,
-    // the smallest epoch this meta snapshot includes
-    safe_epoch: i64,
-    // human-readable timestamp of safe_epoch
-    safe_epoch_ts: Option<Timestamp>,
-    // the largest epoch this meta snapshot includes
-    max_committed_epoch: i64,
-    // human-readable timestamp of max_committed_epoch
-    max_committed_epoch_ts: Option<Timestamp>,
     remarks: Option<String>,
+    state_table_info: Option<JsonbVal>,
+    rw_version: Option<String>,
 }
 
 #[system_catalog(table, "rw_catalog.rw_meta_snapshot")]
 async fn read_meta_snapshot(reader: &SysCatalogReaderImpl) -> Result<Vec<RwMetaSnapshot>> {
-    let try_get_date_time = |epoch: u64| {
-        if epoch == 0 {
-            return None;
-        }
-        let time_millis = Epoch::from(epoch).as_unix_millis();
-        Timestamp::with_secs_nsecs(
-            (time_millis / 1000) as i64,
-            (time_millis % 1000 * 1_000_000) as u32,
-        )
-        .ok()
-    };
     let meta_snapshots = reader
         .meta_client
         .list_meta_snapshots()
@@ -56,11 +39,9 @@ async fn read_meta_snapshot(reader: &SysCatalogReaderImpl) -> Result<Vec<RwMetaS
         .map(|s| RwMetaSnapshot {
             meta_snapshot_id: s.id as _,
             hummock_version_id: s.hummock_version_id as _,
-            safe_epoch: s.safe_epoch as _,
-            safe_epoch_ts: try_get_date_time(s.safe_epoch),
-            max_committed_epoch: s.max_committed_epoch as _,
-            max_committed_epoch_ts: try_get_date_time(s.max_committed_epoch),
             remarks: s.remarks,
+            state_table_info: Some(json!(s.state_table_info).into()),
+            rw_version: s.rw_version.clone(),
         })
         .collect();
     Ok(meta_snapshots)
diff --git a/src/frontend/src/catalog/system_catalog/rw_catalog/rw_sources.rs b/src/frontend/src/catalog/system_catalog/rw_catalog/rw_sources.rs
index 5a05f69750caf..441ac99b48cda 100644
--- a/src/frontend/src/catalog/system_catalog/rw_catalog/rw_sources.rs
+++ b/src/frontend/src/catalog/system_catalog/rw_catalog/rw_sources.rs
@@ -32,6 +32,7 @@ struct RwSource {
     format: Option<String>,
     row_encode: Option<String>,
     append_only: bool,
+    associated_table_id: Option<i32>,
     connection_id: Option<i32>,
     definition: String,
     acl: String,
@@ -51,40 +52,38 @@ fn read_rw_sources_info(reader: &SysCatalogReaderImpl) -> Result<Vec<RwSource>>
 
     Ok(schemas
         .flat_map(|schema| {
-            schema
-                .iter_source()
-                .filter(|s| s.associated_table_id.is_none())
-                .map(|source| RwSource {
-                    id: source.id as i32,
-                    name: source.name.clone(),
-                    schema_id: schema.id() as i32,
-                    owner: source.owner as i32,
-                    connector: source
-                        .with_properties
-                        .get(UPSTREAM_SOURCE_KEY)
-                        .cloned()
-                        .unwrap_or("".to_string())
-                        .to_uppercase(),
-                    columns: source.columns.iter().map(|c| c.name().into()).collect(),
-                    format: source
-                        .info
-                        .get_format()
-                        .ok()
-                        .map(|format| format.as_str_name().into()),
-                    row_encode: source
-                        .info
-                        .get_row_encode()
-                        .ok()
-                        .map(|row_encode| row_encode.as_str_name().into()),
-                    append_only: source.append_only,
-                    connection_id: source.connection_id.map(|id| id as i32),
-                    definition: source.create_sql(),
-                    acl: get_acl_items(&Object::SourceId(source.id), false, &users, username_map),
-                    initialized_at: source.initialized_at_epoch.map(|e| e.as_timestamptz()),
-                    created_at: source.created_at_epoch.map(|e| e.as_timestamptz()),
-                    initialized_at_cluster_version: source.initialized_at_cluster_version.clone(),
-                    created_at_cluster_version: source.created_at_cluster_version.clone(),
-                })
+            schema.iter_source().map(|source| RwSource {
+                id: source.id as i32,
+                name: source.name.clone(),
+                schema_id: schema.id() as i32,
+                owner: source.owner as i32,
+                connector: source
+                    .with_properties
+                    .get(UPSTREAM_SOURCE_KEY)
+                    .cloned()
+                    .unwrap_or("".to_string())
+                    .to_uppercase(),
+                columns: source.columns.iter().map(|c| c.name().into()).collect(),
+                format: source
+                    .info
+                    .get_format()
+                    .ok()
+                    .map(|format| format.as_str_name().into()),
+                row_encode: source
+                    .info
+                    .get_row_encode()
+                    .ok()
+                    .map(|row_encode| row_encode.as_str_name().into()),
+                append_only: source.append_only,
+                associated_table_id: source.associated_table_id.map(|id| id.table_id as i32),
+                connection_id: source.connection_id.map(|id| id as i32),
+                definition: source.create_sql(),
+                acl: get_acl_items(&Object::SourceId(source.id), false, &users, username_map),
+                initialized_at: source.initialized_at_epoch.map(|e| e.as_timestamptz()),
+                created_at: source.created_at_epoch.map(|e| e.as_timestamptz()),
+                initialized_at_cluster_version: source.initialized_at_cluster_version.clone(),
+                created_at_cluster_version: source.created_at_cluster_version.clone(),
+            })
         })
         .collect())
 }
diff --git a/src/frontend/src/catalog/table_catalog.rs b/src/frontend/src/catalog/table_catalog.rs
index d66e01bac1dc1..d7c2fd3778c79 100644
--- a/src/frontend/src/catalog/table_catalog.rs
+++ b/src/frontend/src/catalog/table_catalog.rs
@@ -60,7 +60,7 @@ use crate::user::UserId;
 /// - **Order Key**: the primary key for storage, used to sort and access data.
 ///
 ///   For an MV, the columns in `ORDER BY` clause will be put at the beginning of the order key. And
-/// the remaining columns in pk will follow behind.
+///   the remaining columns in pk will follow behind.
 ///
 ///   If there's no `ORDER BY` clause, the order key will be the same as pk.
 ///
@@ -210,7 +210,7 @@ impl TableType {
     }
 }
 
-/// The version of a table, used by schema change. See [`PbTableVersion`].
+/// The version of a table, used by schema change. See [`PbTableVersion`] for more details.
 #[derive(Clone, Debug, PartialEq, Eq, Hash)]
 pub struct TableVersion {
     pub version_id: TableVersionId,
diff --git a/src/frontend/src/expr/expr_rewriter.rs b/src/frontend/src/expr/expr_rewriter.rs
index 4d5b960d654dc..6300f9d5e8858 100644
--- a/src/frontend/src/expr/expr_rewriter.rs
+++ b/src/frontend/src/expr/expr_rewriter.rs
@@ -12,33 +12,59 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
+use risingwave_common::util::recursive::{tracker, Recurse};
+
 use super::{
     AggCall, CorrelatedInputRef, ExprImpl, FunctionCall, FunctionCallWithLambda, InputRef, Literal,
-    Parameter, Subquery, TableFunction, UserDefinedFunction, WindowFunction,
+    Parameter, Subquery, TableFunction, UserDefinedFunction, WindowFunction, EXPR_DEPTH_THRESHOLD,
+    EXPR_TOO_DEEP_NOTICE,
 };
 use crate::expr::Now;
+use crate::session::current::notice_to_user;
+
+/// The default implementation of [`ExprRewriter::rewrite_expr`] that simply dispatches to other
+/// methods based on the type of the expression.
+///
+/// You can use this function as a helper to reduce boilerplate code when implementing the trait.
+// TODO: This is essentially a mimic of `super` pattern from OO languages. Ideally, we should
+// adopt the style proposed in https://github.com/risingwavelabs/risingwave/issues/13477.
+pub fn default_rewrite_expr<R: ExprRewriter + ?Sized>(
+    rewriter: &mut R,
+    expr: ExprImpl,
+) -> ExprImpl {
+    // TODO: Implementors may choose to not use this function at all, in which case we will fail
+    // to track the recursion and grow the stack as necessary. The current approach is only a
+    // best-effort attempt to prevent stack overflow.
+    tracker!().recurse(|t| {
+        if t.depth_reaches(EXPR_DEPTH_THRESHOLD) {
+            notice_to_user(EXPR_TOO_DEEP_NOTICE);
+        }
+
+        match expr {
+            ExprImpl::InputRef(inner) => rewriter.rewrite_input_ref(*inner),
+            ExprImpl::Literal(inner) => rewriter.rewrite_literal(*inner),
+            ExprImpl::FunctionCall(inner) => rewriter.rewrite_function_call(*inner),
+            ExprImpl::FunctionCallWithLambda(inner) => {
+                rewriter.rewrite_function_call_with_lambda(*inner)
+            }
+            ExprImpl::AggCall(inner) => rewriter.rewrite_agg_call(*inner),
+            ExprImpl::Subquery(inner) => rewriter.rewrite_subquery(*inner),
+            ExprImpl::CorrelatedInputRef(inner) => rewriter.rewrite_correlated_input_ref(*inner),
+            ExprImpl::TableFunction(inner) => rewriter.rewrite_table_function(*inner),
+            ExprImpl::WindowFunction(inner) => rewriter.rewrite_window_function(*inner),
+            ExprImpl::UserDefinedFunction(inner) => rewriter.rewrite_user_defined_function(*inner),
+            ExprImpl::Parameter(inner) => rewriter.rewrite_parameter(*inner),
+            ExprImpl::Now(inner) => rewriter.rewrite_now(*inner),
+        }
+    })
+}
 
 /// By default, `ExprRewriter` simply traverses the expression tree and leaves nodes unchanged.
 /// Implementations can override a subset of methods and perform transformation on some particular
 /// types of expression.
 pub trait ExprRewriter {
     fn rewrite_expr(&mut self, expr: ExprImpl) -> ExprImpl {
-        match expr {
-            ExprImpl::InputRef(inner) => self.rewrite_input_ref(*inner),
-            ExprImpl::Literal(inner) => self.rewrite_literal(*inner),
-            ExprImpl::FunctionCall(inner) => self.rewrite_function_call(*inner),
-            ExprImpl::FunctionCallWithLambda(inner) => {
-                self.rewrite_function_call_with_lambda(*inner)
-            }
-            ExprImpl::AggCall(inner) => self.rewrite_agg_call(*inner),
-            ExprImpl::Subquery(inner) => self.rewrite_subquery(*inner),
-            ExprImpl::CorrelatedInputRef(inner) => self.rewrite_correlated_input_ref(*inner),
-            ExprImpl::TableFunction(inner) => self.rewrite_table_function(*inner),
-            ExprImpl::WindowFunction(inner) => self.rewrite_window_function(*inner),
-            ExprImpl::UserDefinedFunction(inner) => self.rewrite_user_defined_function(*inner),
-            ExprImpl::Parameter(inner) => self.rewrite_parameter(*inner),
-            ExprImpl::Now(inner) => self.rewrite_now(*inner),
-        }
+        default_rewrite_expr(self, expr)
     }
 
     fn rewrite_function_call(&mut self, func_call: FunctionCall) -> ExprImpl {
diff --git a/src/frontend/src/expr/expr_visitor.rs b/src/frontend/src/expr/expr_visitor.rs
index 4e0484397ab9e..64b5c61b565dd 100644
--- a/src/frontend/src/expr/expr_visitor.rs
+++ b/src/frontend/src/expr/expr_visitor.rs
@@ -12,10 +12,48 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
+use risingwave_common::util::recursive::{tracker, Recurse};
+
 use super::{
     AggCall, CorrelatedInputRef, ExprImpl, FunctionCall, FunctionCallWithLambda, InputRef, Literal,
     Now, Parameter, Subquery, TableFunction, UserDefinedFunction, WindowFunction,
+    EXPR_DEPTH_THRESHOLD, EXPR_TOO_DEEP_NOTICE,
 };
+use crate::session::current::notice_to_user;
+
+/// The default implementation of [`ExprVisitor::visit_expr`] that simply dispatches to other
+/// methods based on the type of the expression.
+///
+/// You can use this function as a helper to reduce boilerplate code when implementing the trait.
+// TODO: This is essentially a mimic of `super` pattern from OO languages. Ideally, we should
+// adopt the style proposed in https://github.com/risingwavelabs/risingwave/issues/13477.
+pub fn default_visit_expr<V: ExprVisitor + ?Sized>(visitor: &mut V, expr: &ExprImpl) {
+    // TODO: Implementors may choose to not use this function at all, in which case we will fail
+    // to track the recursion and grow the stack as necessary. The current approach is only a
+    // best-effort attempt to prevent stack overflow.
+    tracker!().recurse(|t| {
+        if t.depth_reaches(EXPR_DEPTH_THRESHOLD) {
+            notice_to_user(EXPR_TOO_DEEP_NOTICE);
+        }
+
+        match expr {
+            ExprImpl::InputRef(inner) => visitor.visit_input_ref(inner),
+            ExprImpl::Literal(inner) => visitor.visit_literal(inner),
+            ExprImpl::FunctionCall(inner) => visitor.visit_function_call(inner),
+            ExprImpl::FunctionCallWithLambda(inner) => {
+                visitor.visit_function_call_with_lambda(inner)
+            }
+            ExprImpl::AggCall(inner) => visitor.visit_agg_call(inner),
+            ExprImpl::Subquery(inner) => visitor.visit_subquery(inner),
+            ExprImpl::CorrelatedInputRef(inner) => visitor.visit_correlated_input_ref(inner),
+            ExprImpl::TableFunction(inner) => visitor.visit_table_function(inner),
+            ExprImpl::WindowFunction(inner) => visitor.visit_window_function(inner),
+            ExprImpl::UserDefinedFunction(inner) => visitor.visit_user_defined_function(inner),
+            ExprImpl::Parameter(inner) => visitor.visit_parameter(inner),
+            ExprImpl::Now(inner) => visitor.visit_now(inner),
+        }
+    })
+}
 
 /// Traverse an expression tree.
 ///
@@ -27,20 +65,7 @@ use super::{
 /// subqueries are not traversed.
 pub trait ExprVisitor {
     fn visit_expr(&mut self, expr: &ExprImpl) {
-        match expr {
-            ExprImpl::InputRef(inner) => self.visit_input_ref(inner),
-            ExprImpl::Literal(inner) => self.visit_literal(inner),
-            ExprImpl::FunctionCall(inner) => self.visit_function_call(inner),
-            ExprImpl::FunctionCallWithLambda(inner) => self.visit_function_call_with_lambda(inner),
-            ExprImpl::AggCall(inner) => self.visit_agg_call(inner),
-            ExprImpl::Subquery(inner) => self.visit_subquery(inner),
-            ExprImpl::CorrelatedInputRef(inner) => self.visit_correlated_input_ref(inner),
-            ExprImpl::TableFunction(inner) => self.visit_table_function(inner),
-            ExprImpl::WindowFunction(inner) => self.visit_window_function(inner),
-            ExprImpl::UserDefinedFunction(inner) => self.visit_user_defined_function(inner),
-            ExprImpl::Parameter(inner) => self.visit_parameter(inner),
-            ExprImpl::Now(inner) => self.visit_now(inner),
-        }
+        default_visit_expr(self, expr)
     }
     fn visit_function_call(&mut self, func_call: &FunctionCall) {
         func_call
diff --git a/src/frontend/src/expr/function_impl/mod.rs b/src/frontend/src/expr/function_impl/mod.rs
index 3a70ebf5db474..a0cff36840b42 100644
--- a/src/frontend/src/expr/function_impl/mod.rs
+++ b/src/frontend/src/expr/function_impl/mod.rs
@@ -19,5 +19,6 @@ mod has_privilege;
 mod pg_get_indexdef;
 mod pg_get_userbyid;
 mod pg_get_viewdef;
+mod pg_index_column_has_property;
 mod pg_indexes_size;
 mod pg_relation_size;
diff --git a/src/frontend/src/expr/function_impl/pg_index_column_has_property.rs b/src/frontend/src/expr/function_impl/pg_index_column_has_property.rs
new file mode 100644
index 0000000000000..fdabf5aefc77e
--- /dev/null
+++ b/src/frontend/src/expr/function_impl/pg_index_column_has_property.rs
@@ -0,0 +1,128 @@
+// Copyright 2024 RisingWave Labs
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+use risingwave_expr::{capture_context, function, Result};
+
+use super::context::{CATALOG_READER, DB_NAME};
+use crate::catalog::CatalogReader;
+
+/// Tests whether an index column has the named property.
+///
+/// `index` is the OID of the index.
+/// `column` is the column number (1-based) within the index.
+///
+/// NULL is returned if the property name is not known or does not apply to the particular object,
+/// or if the OID or column number does not identify a valid object.
+///
+/// # Supported Properties
+///
+/// - `asc`: Does the column sort in ascending order on a forward scan?
+/// - `desc`: Does the column sort in descending order on a forward scan?
+/// - `nulls_first`: Does the column sort with nulls first on a forward scan?
+/// - `nulls_last`: Does the column sort with nulls last on a forward scan?
+///
+/// # Examples
+///
+/// ```slt
+/// statement ok
+/// create table t(a int, b int);
+///
+/// statement ok
+/// create index i on t (a asc, b desc);
+///
+/// query B
+/// select pg_index_column_has_property('i'::regclass, 1, 'asc');
+/// ----
+/// t
+///
+/// query B
+/// select pg_index_column_has_property('i'::regclass, 1, 'DESC');
+/// ----
+/// f
+///
+/// query B
+/// select pg_index_column_has_property('i'::regclass, 1, 'nulls_FIRST');
+/// ----
+/// f
+///
+/// query B
+/// select pg_index_column_has_property('i'::regclass, 1, 'nulls_last');
+/// ----
+/// t
+///
+/// query B
+/// select pg_index_column_has_property('i'::regclass, 2, 'asc');
+/// ----
+/// f
+///
+/// query B
+/// select pg_index_column_has_property('i'::regclass, 2, 'desc');
+/// ----
+/// t
+///
+/// query B
+/// select pg_index_column_has_property('i'::regclass, 2, 'nulls_first');
+/// ----
+/// t
+///
+/// query B
+/// select pg_index_column_has_property('i'::regclass, 2, 'nulls_last');
+/// ----
+/// f
+///
+/// query B
+/// select pg_index_column_has_property('i'::regclass, 1, 'gg');    -- invalid property
+/// ----
+/// NULL
+///
+/// query B
+/// select pg_index_column_has_property('i'::regclass, 0, 'asc');   -- column 0 does not exist
+/// ----
+/// NULL
+///
+/// statement ok
+/// drop index i;
+///
+/// statement ok
+/// drop table t;
+/// ```
+#[function("pg_index_column_has_property(int4, int4, varchar) -> boolean")]
+fn pg_index_column_has_property(index: i32, column: i32, property: &str) -> Result<Option<bool>> {
+    pg_index_column_has_property_impl_captured(index, column, property)
+}
+
+#[capture_context(CATALOG_READER, DB_NAME)]
+fn pg_index_column_has_property_impl(
+    catalog: &CatalogReader,
+    db_name: &str,
+    index_id: i32,
+    column_idx: i32,
+    property: &str,
+    // `Result` is not necessary for this function, but it's required by `capture_context`.
+) -> Result<Option<bool>> {
+    let catalog_reader = catalog.read_guard();
+    let Ok(index) = catalog_reader.get_index_by_id(db_name, index_id as u32) else {
+        return Ok(None);
+    };
+    let Some(properties) = index.get_column_properties((column_idx - 1) as usize) else {
+        return Ok(None);
+    };
+    Ok(match property.to_lowercase().as_str() {
+        "asc" => Some(!properties.is_desc),
+        "desc" => Some(properties.is_desc),
+        "nulls_first" => Some(properties.nulls_first),
+        "nulls_last" => Some(!properties.nulls_first),
+        _ => None,
+    })
+}
diff --git a/src/frontend/src/expr/mod.rs b/src/frontend/src/expr/mod.rs
index 03be40f955d79..89142d0e9b237 100644
--- a/src/frontend/src/expr/mod.rs
+++ b/src/frontend/src/expr/mod.rs
@@ -53,8 +53,8 @@ mod utils;
 pub use agg_call::AggCall;
 pub use correlated_input_ref::{CorrelatedId, CorrelatedInputRef, Depth};
 pub use expr_mutator::ExprMutator;
-pub use expr_rewriter::ExprRewriter;
-pub use expr_visitor::ExprVisitor;
+pub use expr_rewriter::{default_rewrite_expr, ExprRewriter};
+pub use expr_visitor::{default_visit_expr, ExprVisitor};
 pub use function_call::{is_row_function, FunctionCall, FunctionCallDisplay};
 pub use function_call_with_lambda::FunctionCallWithLambda;
 pub use input_ref::{input_ref_to_column_indices, InputRef, InputRefDisplay};
@@ -74,6 +74,10 @@ pub use user_defined_function::UserDefinedFunction;
 pub use utils::*;
 pub use window_function::WindowFunction;
 
+const EXPR_DEPTH_THRESHOLD: usize = 30;
+const EXPR_TOO_DEEP_NOTICE: &str = "Some expression is too complicated. \
+Consider simplifying or splitting the query if you encounter any issues.";
+
 /// the trait of bound expressions
 pub trait Expr: Into<ExprImpl> {
     /// Get the return type of the expr
@@ -202,6 +206,20 @@ impl ExprImpl {
         .into()
     }
 
+    /// Create a new expression by merging the given expressions by `And`.
+    ///
+    /// If `exprs` is empty, return a literal `true`.
+    pub fn and(exprs: impl IntoIterator<Item = ExprImpl>) -> Self {
+        merge_expr_by_logical(exprs, ExprType::And, ExprImpl::literal_bool(true))
+    }
+
+    /// Create a new expression by merging the given expressions by `Or`.
+    ///
+    /// If `exprs` is empty, return a literal `false`.
+    pub fn or(exprs: impl IntoIterator<Item = ExprImpl>) -> Self {
+        merge_expr_by_logical(exprs, ExprType::Or, ExprImpl::literal_bool(false))
+    }
+
     /// Collect all `InputRef`s' indexes in the expression.
     ///
     /// # Panics
@@ -395,7 +413,7 @@ macro_rules! impl_has_variant {
     };
 }
 
-impl_has_variant! {InputRef, Literal, FunctionCall, FunctionCallWithLambda, AggCall, Subquery, TableFunction, WindowFunction}
+impl_has_variant! {InputRef, Literal, FunctionCall, FunctionCallWithLambda, AggCall, Subquery, TableFunction, WindowFunction, Now}
 
 #[derive(Debug, Clone, PartialEq, Eq, Hash)]
 pub struct InequalityInputPair {
@@ -1036,11 +1054,7 @@ impl ExprImpl {
 
 impl From<Condition> for ExprImpl {
     fn from(c: Condition) -> Self {
-        merge_expr_by_binary(
-            c.conjunctions.into_iter(),
-            ExprType::And,
-            ExprImpl::literal_bool(true),
-        )
+        ExprImpl::and(c.conjunctions)
     }
 }
 
diff --git a/src/frontend/src/expr/now.rs b/src/frontend/src/expr/now.rs
index a918a2b123573..fceece1301758 100644
--- a/src/frontend/src/expr/now.rs
+++ b/src/frontend/src/expr/now.rs
@@ -83,6 +83,19 @@ impl ExprRewriter for InlineNowProcTime {
     }
 }
 
+/// Expression rewriter to rewrite `NOW()` to `PROCTIME()`
+///
+/// This is applied for the sink into table query for those column with default expression containing `now()` because streaming execution can not handle `now` expression
+pub struct RewriteNowToProcTime;
+
+impl ExprRewriter for RewriteNowToProcTime {
+    fn rewrite_now(&mut self, _now: Now) -> ExprImpl {
+        FunctionCall::new(expr_node::Type::Proctime, vec![])
+            .unwrap()
+            .into()
+    }
+}
+
 #[derive(Default)]
 pub struct NowProcTimeFinder {
     has: bool,
diff --git a/src/frontend/src/expr/pure.rs b/src/frontend/src/expr/pure.rs
index 0199c86caeb3d..b404fb3408df0 100644
--- a/src/frontend/src/expr/pure.rs
+++ b/src/frontend/src/expr/pure.rs
@@ -209,6 +209,7 @@ impl ExprVisitor for ImpureAnalyzer {
             | Type::JsonbPathMatch
             | Type::JsonbPathQueryArray
             | Type::JsonbPathQueryFirst
+            | Type::JsonbSet
             | Type::IsJson
             | Type::ToJsonb
             | Type::Sind
@@ -269,6 +270,7 @@ impl ExprVisitor for ImpureAnalyzer {
             | Type::PgIndexesSize
             | Type::PgRelationSize
             | Type::PgGetSerialSequence
+            | Type::PgIndexColumnHasProperty
             | Type::HasTablePrivilege
             | Type::HasAnyColumnPrivilege
             | Type::HasSchemaPrivilege
diff --git a/src/frontend/src/expr/type_inference/func.rs b/src/frontend/src/expr/type_inference/func.rs
index 9f28dfeb74c8c..0fecee8ab45c0 100644
--- a/src/frontend/src/expr/type_inference/func.rs
+++ b/src/frontend/src/expr/type_inference/func.rs
@@ -20,6 +20,7 @@ use risingwave_common::types::{DataType, StructType};
 use risingwave_common::util::iter_util::ZipEqFast;
 use risingwave_expr::aggregate::AggKind;
 pub use risingwave_expr::sig::*;
+use risingwave_pb::expr::table_function::PbType as PbTableFuncType;
 
 use super::{align_types, cast_ok_base, CastContext};
 use crate::error::{ErrorCode, Result};
@@ -36,13 +37,24 @@ pub fn infer_type_with_sigmap(
     sig_map: &FunctionRegistry,
 ) -> Result<DataType> {
     // special cases
-    if let FuncName::Scalar(func_type) = func_name
-        && let Some(res) = infer_type_for_special(func_type, inputs).transpose()
-    {
-        return res;
-    }
-    if let FuncName::Aggregate(AggKind::Grouping) = func_name {
-        return Ok(DataType::Int32);
+    match &func_name {
+        FuncName::Scalar(func_type) => {
+            if let Some(res) = infer_type_for_special(*func_type, inputs).transpose() {
+                return res;
+            }
+        }
+        FuncName::Table(func_type) => {
+            if let Some(res) = infer_type_for_special_table_function(*func_type, inputs).transpose()
+            {
+                return res;
+            }
+        }
+        FuncName::Aggregate(agg_kind) => {
+            if *agg_kind == AggKind::Grouping {
+                return Ok(DataType::Int32);
+            }
+        }
+        _ => {}
     }
 
     let actuals = inputs
@@ -634,6 +646,34 @@ fn infer_type_for_special(
     }
 }
 
+fn infer_type_for_special_table_function(
+    func_type: PbTableFuncType,
+    inputs: &mut [ExprImpl],
+) -> Result<Option<DataType>> {
+    match func_type {
+        PbTableFuncType::GenerateSeries => {
+            if inputs.len() < 3 {
+                // let signature map handle this
+                return Ok(None);
+            }
+            match (
+                inputs[0].return_type(),
+                inputs[1].return_type(),
+                inputs[2].return_type(),
+            ) {
+                (DataType::Timestamptz, DataType::Timestamptz, DataType::Interval) => {
+                    // This is to allow `generate_series('2024-06-20 00:00:00'::timestamptz, now(), interval '1 day')`,
+                    // which in streaming mode will be further converted to `StreamNow`.
+                    Ok(Some(DataType::Timestamptz))
+                }
+                // let signature map handle the rest
+                _ => Ok(None),
+            }
+        }
+        _ => Ok(None),
+    }
+}
+
 /// From all available functions in `sig_map`, find and return the best matching `FuncSign` for the
 /// provided `func_name` and `inputs`. This not only support exact function signature match, but can
 /// also match `substr(varchar, smallint)` or even `substr(varchar, unknown)` to `substr(varchar,
diff --git a/src/frontend/src/expr/utils.rs b/src/frontend/src/expr/utils.rs
index 54d0521b3f8ef..cc49f3c215378 100644
--- a/src/frontend/src/expr/utils.rs
+++ b/src/frontend/src/expr/utils.rs
@@ -12,10 +12,13 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
+use std::collections::VecDeque;
+
 use fixedbitset::FixedBitSet;
 use risingwave_common::types::{DataType, ScalarImpl};
 use risingwave_pb::expr::expr_node::Type;
 
+use super::now::RewriteNowToProcTime;
 use super::{Expr, ExprImpl, ExprRewriter, ExprVisitor, FunctionCall, InputRef};
 use crate::expr::ExprType;
 
@@ -31,19 +34,30 @@ fn split_expr_by(expr: ExprImpl, op: ExprType, rets: &mut Vec<ExprImpl>) {
     }
 }
 
-pub fn merge_expr_by_binary<I>(mut exprs: I, op: ExprType, identity_elem: ExprImpl) -> ExprImpl
+/// Merge the given expressions by the logical operation.
+///
+/// The `op` must be commutative and associative, typically `And` or `Or`.
+pub(super) fn merge_expr_by_logical<I>(exprs: I, op: ExprType, identity_elem: ExprImpl) -> ExprImpl
 where
-    I: Iterator<Item = ExprImpl>,
+    I: IntoIterator<Item = ExprImpl>,
 {
-    if let Some(e) = exprs.next() {
-        let mut ret = e;
-        for expr in exprs {
-            ret = FunctionCall::new(op, vec![ret, expr]).unwrap().into();
+    let mut exprs: VecDeque<_> = exprs.into_iter().map(|e| (0usize, e)).collect();
+
+    while exprs.len() > 1 {
+        let (level, lhs) = exprs.pop_front().unwrap();
+        let rhs_level = exprs.front().unwrap().0;
+
+        // If there's one element left in the current level, move it to the end of the next level.
+        if level < rhs_level {
+            exprs.push_back((level, lhs));
+        } else {
+            let rhs = exprs.pop_front().unwrap().1;
+            let new_expr = FunctionCall::new(op, vec![lhs, rhs]).unwrap().into();
+            exprs.push_back((level + 1, new_expr));
         }
-        ret
-    } else {
-        identity_elem
     }
+
+    exprs.pop_front().map(|(_, e)| e).unwrap_or(identity_elem)
 }
 
 /// Transform a bool expression to Conjunctive form. e.g. given expression is
@@ -393,17 +407,7 @@ pub fn factorization_expr(expr: ExprImpl) -> Vec<ExprImpl> {
         disjunction.retain(|factor| !greatest_common_divider.contains(factor));
     }
     // now disjunctions == [[A, B], [B], [E]]
-    let remaining = merge_expr_by_binary(
-        disjunctions.into_iter().map(|conjunction| {
-            merge_expr_by_binary(
-                conjunction.into_iter(),
-                ExprType::And,
-                ExprImpl::literal_bool(true),
-            )
-        }),
-        ExprType::Or,
-        ExprImpl::literal_bool(false),
-    );
+    let remaining = ExprImpl::or(disjunctions.into_iter().map(ExprImpl::and));
     // now remaining is (A & B) | (B) | (E)
     // the result is C & D & ((A & B) | (B) | (E))
     greatest_common_divider
@@ -499,6 +503,11 @@ impl ExprVisitor for CountNow {
     }
 }
 
+pub fn rewrite_now_to_proctime(expr: ExprImpl) -> ExprImpl {
+    let mut r = RewriteNowToProcTime;
+    r.rewrite_expr(expr)
+}
+
 /// analyze if the expression can derive a watermark from some input watermark. If it can
 /// derive, return the input watermark column index
 pub fn try_derive_watermark(expr: &ExprImpl) -> WatermarkDerivation {
diff --git a/src/frontend/src/handler/alter_source_column.rs b/src/frontend/src/handler/alter_source_column.rs
index fcabedc1149c4..43985518fd1b3 100644
--- a/src/frontend/src/handler/alter_source_column.rs
+++ b/src/frontend/src/handler/alter_source_column.rs
@@ -14,7 +14,7 @@
 
 use itertools::Itertools;
 use pgwire::pg_response::{PgResponse, StatementType};
-use risingwave_common::catalog::ColumnId;
+use risingwave_common::catalog::max_column_id;
 use risingwave_connector::source::{extract_source_struct, SourceEncode, SourceStruct};
 use risingwave_sqlparser::ast::{
     AlterSourceOperation, ColumnDef, CreateSourceStatement, ObjectName, Statement,
@@ -106,10 +106,7 @@ pub async fn handle_alter_source_column(
             catalog.definition =
                 alter_definition_add_column(&catalog.definition, column_def.clone())?;
             let mut bound_column = bind_sql_columns(&[column_def])?.remove(0);
-            bound_column.column_desc.column_id = columns
-                .iter()
-                .fold(ColumnId::new(i32::MIN), |a, b| a.max(b.column_id()))
-                .next();
+            bound_column.column_desc.column_id = max_column_id(columns).next();
             columns.push(bound_column);
         }
         _ => unreachable!(),
diff --git a/src/frontend/src/handler/alter_source_with_sr.rs b/src/frontend/src/handler/alter_source_with_sr.rs
index 9f3c089998fbc..070b26b6a25e2 100644
--- a/src/frontend/src/handler/alter_source_with_sr.rs
+++ b/src/frontend/src/handler/alter_source_with_sr.rs
@@ -18,7 +18,7 @@ use anyhow::Context;
 use itertools::Itertools;
 use pgwire::pg_response::StatementType;
 use risingwave_common::bail_not_implemented;
-use risingwave_common::catalog::ColumnCatalog;
+use risingwave_common::catalog::{max_column_id, ColumnCatalog};
 use risingwave_connector::WithPropertiesExt;
 use risingwave_pb::catalog::StreamSourceInfo;
 use risingwave_pb::plan_common::{EncodeType, FormatType};
@@ -68,14 +68,19 @@ fn encode_type_to_encode(from: EncodeType) -> Option<Encode> {
     })
 }
 
-/// Returns the columns in `columns_a` but not in `columns_b`,
-/// where the comparison is done by name and data type,
-/// and hidden columns are ignored.
+/// Returns the columns in `columns_a` but not in `columns_b`.
+///
+/// Note:
+/// - The comparison is done by name and data type, without checking `ColumnId`.
+/// - Hidden columns and `INCLUDE ... AS ...` columns are ignored. Because it's only for the special handling of alter sr.
+///   For the newly resolved `columns_from_resolve_source` (created by [`bind_columns_from_source`]), it doesn't contain hidden columns (`_row_id`) and `INCLUDE ... AS ...` columns.
+///   This is fragile and we should really refactor it later.
 fn columns_minus(columns_a: &[ColumnCatalog], columns_b: &[ColumnCatalog]) -> Vec<ColumnCatalog> {
     columns_a
         .iter()
         .filter(|col_a| {
             !col_a.is_hidden()
+                && !col_a.is_connector_additional_column()
                 && !columns_b.iter().any(|col_b| {
                     col_a.name() == col_b.name() && col_a.data_type() == col_b.data_type()
                 })
@@ -148,11 +153,7 @@ pub async fn refresh_sr_and_get_columns_diff(
     connector_schema: &ConnectorSchema,
     session: &Arc<SessionImpl>,
 ) -> Result<(StreamSourceInfo, Vec<ColumnCatalog>, Vec<ColumnCatalog>)> {
-    let mut with_properties = original_source
-        .with_properties
-        .clone()
-        .into_iter()
-        .collect();
+    let mut with_properties = original_source.with_properties.clone();
     validate_compatibility(connector_schema, &mut with_properties)?;
 
     if with_properties.is_cdc_connector() {
@@ -166,8 +167,20 @@ pub async fn refresh_sr_and_get_columns_diff(
         unreachable!("source without schema registry is rejected")
     };
 
-    let added_columns = columns_minus(&columns_from_resolve_source, &original_source.columns);
+    let mut added_columns = columns_minus(&columns_from_resolve_source, &original_source.columns);
+    // The newly resolved columns' column IDs also starts from 1. They cannot be used directly.
+    let mut next_col_id = max_column_id(&original_source.columns).next();
+    for col in &mut added_columns {
+        col.column_desc.column_id = next_col_id;
+        next_col_id = next_col_id.next();
+    }
     let dropped_columns = columns_minus(&original_source.columns, &columns_from_resolve_source);
+    tracing::debug!(
+        ?added_columns,
+        ?dropped_columns,
+        ?columns_from_resolve_source,
+        original_source = ?original_source.columns
+    );
 
     Ok((source_info, added_columns, dropped_columns))
 }
diff --git a/src/frontend/src/handler/create_connection.rs b/src/frontend/src/handler/create_connection.rs
index 22491f9cb0ee3..987f0e9fdd897 100644
--- a/src/frontend/src/handler/create_connection.rs
+++ b/src/frontend/src/handler/create_connection.rs
@@ -12,7 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::HashMap;
+use std::collections::BTreeMap;
 
 use pgwire::pg_response::{PgResponse, StatementType};
 use risingwave_connector::source::kafka::PRIVATELINK_CONNECTION;
@@ -36,7 +36,7 @@ pub(crate) const CLOUD_PROVIDER_AWS: &str = "aws";
 
 #[inline(always)]
 fn get_connection_property_required(
-    with_properties: &HashMap<String, String>,
+    with_properties: &BTreeMap<String, String>,
     property: &str,
 ) -> Result<String> {
     with_properties
@@ -50,7 +50,7 @@ fn get_connection_property_required(
 }
 
 fn resolve_private_link_properties(
-    with_properties: &HashMap<String, String>,
+    with_properties: &BTreeMap<String, String>,
 ) -> Result<create_connection_request::PrivateLink> {
     let provider =
         match get_connection_property_required(with_properties, CONNECTION_PROVIDER_PROP)?.as_str()
@@ -86,7 +86,7 @@ fn resolve_private_link_properties(
 }
 
 fn resolve_create_connection_payload(
-    with_properties: &HashMap<String, String>,
+    with_properties: &BTreeMap<String, String>,
 ) -> Result<create_connection_request::Payload> {
     let connection_type = get_connection_property_required(with_properties, CONNECTION_TYPE_PROP)?;
     let create_connection_payload = match connection_type.as_str() {
diff --git a/src/frontend/src/handler/create_index.rs b/src/frontend/src/handler/create_index.rs
index 6e9793646c7e7..a0586ab20e4de 100644
--- a/src/frontend/src/handler/create_index.rs
+++ b/src/frontend/src/handler/create_index.rs
@@ -24,7 +24,7 @@ use pgwire::pg_response::{PgResponse, StatementType};
 use risingwave_common::acl::AclMode;
 use risingwave_common::catalog::{IndexId, TableDesc, TableId};
 use risingwave_common::util::sort_util::{ColumnOrder, OrderType};
-use risingwave_pb::catalog::{PbIndex, PbStreamJobStatus, PbTable};
+use risingwave_pb::catalog::{PbIndex, PbIndexColumnProperties, PbStreamJobStatus, PbTable};
 use risingwave_pb::stream_plan::stream_fragment_graph::Parallelism;
 use risingwave_pb::user::grant_privilege::Object;
 use risingwave_sqlparser::ast;
@@ -225,6 +225,13 @@ pub(crate) fn gen_create_index_plan(
     index_table_prost.dependent_relations = vec![table.id.table_id];
 
     let index_columns_len = index_columns_ordered_expr.len() as u32;
+    let index_column_properties = index_columns_ordered_expr
+        .iter()
+        .map(|(_, order)| PbIndexColumnProperties {
+            is_desc: order.is_descending(),
+            nulls_first: order.nulls_are_first(),
+        })
+        .collect();
     let index_item = build_index_item(
         index_table.table_desc().into(),
         table.name(),
@@ -241,6 +248,7 @@ pub(crate) fn gen_create_index_plan(
         index_table_id: TableId::placeholder().table_id,
         primary_table_id: table.id.table_id,
         index_item,
+        index_column_properties,
         index_columns_len,
         initialized_at_epoch: None,
         created_at_epoch: None,
diff --git a/src/frontend/src/handler/create_sink.rs b/src/frontend/src/handler/create_sink.rs
index b0c00a2c862db..a9e8dde489b21 100644
--- a/src/frontend/src/handler/create_sink.rs
+++ b/src/frontend/src/handler/create_sink.rs
@@ -17,12 +17,12 @@ use std::rc::Rc;
 use std::sync::{Arc, LazyLock};
 
 use anyhow::Context;
-use arrow_schema::DataType as ArrowDataType;
+use arrow_schema_iceberg::DataType as ArrowDataType;
 use either::Either;
 use itertools::Itertools;
 use maplit::{convert_args, hashmap};
 use pgwire::pg_response::{PgResponse, StatementType};
-use risingwave_common::array::arrow::{FromArrow, IcebergArrowConvert};
+use risingwave_common::array::arrow::IcebergArrowConvert;
 use risingwave_common::catalog::{ConnectionId, DatabaseId, Schema, SchemaId, TableId, UserId};
 use risingwave_common::types::DataType;
 use risingwave_common::{bail, catalog};
@@ -50,7 +50,7 @@ use crate::catalog::catalog_service::CatalogReadGuard;
 use crate::catalog::source_catalog::SourceCatalog;
 use crate::catalog::view_catalog::ViewCatalog;
 use crate::error::{ErrorCode, Result, RwError};
-use crate::expr::{ExprImpl, InputRef};
+use crate::expr::{rewrite_now_to_proctime, ExprImpl, InputRef};
 use crate::handler::alter_table_column::fetch_table_catalog_for_alter;
 use crate::handler::create_mv::parse_column_names;
 use crate::handler::create_table::{generate_stream_graph_for_table, ColumnIdGenerator};
@@ -312,13 +312,13 @@ pub fn gen_sink_plan(
 pub async fn get_partition_compute_info(
     with_options: &WithOptions,
 ) -> Result<Option<PartitionComputeInfo>> {
-    let properties = HashMap::from_iter(with_options.clone().into_inner().into_iter());
+    let properties = with_options.clone().into_inner();
     let Some(connector) = properties.get(UPSTREAM_SOURCE_KEY) else {
         return Ok(None);
     };
     match connector.as_str() {
         ICEBERG_SINK => {
-            let iceberg_config = IcebergConfig::from_hashmap(properties)?;
+            let iceberg_config = IcebergConfig::from_btreemap(properties)?;
             get_partition_compute_info_for_iceberg(&iceberg_config).await
         }
         _ => Ok(None),
@@ -390,7 +390,7 @@ async fn get_partition_compute_info_for_iceberg(
     };
 
     Ok(Some(PartitionComputeInfo::Iceberg(IcebergPartitionInfo {
-        partition_type: IcebergArrowConvert.from_fields(&partition_type)?,
+        partition_type: IcebergArrowConvert.struct_from_fields(&partition_type)?,
         partition_fields,
     })))
 }
@@ -723,7 +723,10 @@ fn derive_default_column_project_for_sink(
             continue;
         }
 
-        let default_col_expr = || -> ExprImpl { target_table_catalog.default_column_expr(idx) };
+        let default_col_expr = || -> ExprImpl {
+            rewrite_now_to_proctime(target_table_catalog.default_column_expr(idx))
+        };
+
         let sink_col_expr = |sink_col_idx: usize| -> Result<ExprImpl> {
             derive_sink_to_table_expr(sink_schema, sink_col_idx, table_column.data_type())
         };
@@ -816,7 +819,7 @@ static CONNECTORS_COMPATIBLE_FORMATS: LazyLock<HashMap<String, HashMap<Format, V
                     Format::Plain => vec![Encode::Json],
                 ),
                 KafkaSink::SINK_NAME => hashmap!(
-                    Format::Plain => vec![Encode::Json, Encode::Protobuf],
+                    Format::Plain => vec![Encode::Json, Encode::Avro, Encode::Protobuf],
                     Format::Upsert => vec![Encode::Json, Encode::Avro],
                     Format::Debezium => vec![Encode::Json],
                 ),
diff --git a/src/frontend/src/handler/create_source.rs b/src/frontend/src/handler/create_source.rs
index 75e188c086947..a271e9b48f617 100644
--- a/src/frontend/src/handler/create_source.rs
+++ b/src/frontend/src/handler/create_source.rs
@@ -21,19 +21,19 @@ use either::Either;
 use itertools::Itertools;
 use maplit::{convert_args, hashmap};
 use pgwire::pg_response::{PgResponse, StatementType};
-use risingwave_common::array::arrow::{FromArrow, IcebergArrowConvert};
+use risingwave_common::array::arrow::IcebergArrowConvert;
 use risingwave_common::bail_not_implemented;
 use risingwave_common::catalog::{
-    is_column_ids_dedup, ColumnCatalog, ColumnDesc, ColumnId, Schema, TableId,
+    debug_assert_column_ids_distinct, ColumnCatalog, ColumnDesc, ColumnId, Schema, TableId,
     INITIAL_SOURCE_VERSION_ID, KAFKA_TIMESTAMP_COLUMN_NAME,
 };
 use risingwave_common::types::DataType;
 use risingwave_connector::parser::additional_columns::{
-    build_additional_column_catalog, get_supported_additional_columns,
+    build_additional_column_desc, get_supported_additional_columns,
 };
 use risingwave_connector::parser::{
-    schema_to_columns, AvroParserConfig, DebeziumAvroParserConfig, ProtobufParserConfig,
-    SpecificParserConfig, TimestamptzHandling, DEBEZIUM_IGNORE_KEY,
+    fetch_json_schema_and_map_to_columns, AvroParserConfig, DebeziumAvroParserConfig,
+    ProtobufParserConfig, SpecificParserConfig, TimestamptzHandling, DEBEZIUM_IGNORE_KEY,
 };
 use risingwave_connector::schema::schema_registry::{
     name_strategy_from_str, SchemaRegistryAuth, SCHEMA_REGISTRY_PASSWORD, SCHEMA_REGISTRY_USERNAME,
@@ -73,8 +73,8 @@ use crate::error::ErrorCode::{self, Deprecated, InvalidInputSyntax, NotSupported
 use crate::error::{Result, RwError};
 use crate::expr::Expr;
 use crate::handler::create_table::{
-    bind_pk_on_relation, bind_sql_column_constraints, bind_sql_columns, bind_sql_pk_names,
-    ensure_table_constraints_supported, ColumnIdGenerator,
+    bind_pk_and_row_id_on_relation, bind_sql_column_constraints, bind_sql_columns,
+    bind_sql_pk_names, ensure_table_constraints_supported, ColumnIdGenerator,
 };
 use crate::handler::util::SourceSchemaCompatExt;
 use crate::handler::HandlerArgs;
@@ -89,7 +89,7 @@ pub(crate) const UPSTREAM_SOURCE_KEY: &str = "connector";
 /// Map a JSON schema to a relational schema
 async fn extract_json_table_schema(
     schema_config: &Option<(AstString, bool)>,
-    with_properties: &HashMap<String, String>,
+    with_properties: &BTreeMap<String, String>,
     format_encode_options: &mut BTreeMap<String, String>,
 ) -> Result<Option<Vec<ColumnCatalog>>> {
     match schema_config {
@@ -102,14 +102,18 @@ async fn extract_json_table_schema(
                 auth
             });
             Ok(Some(
-                schema_to_columns(&schema_location.0, schema_registry_auth, with_properties)
-                    .await?
-                    .into_iter()
-                    .map(|col| ColumnCatalog {
-                        column_desc: col.into(),
-                        is_hidden: false,
-                    })
-                    .collect_vec(),
+                fetch_json_schema_and_map_to_columns(
+                    &schema_location.0,
+                    schema_registry_auth,
+                    with_properties,
+                )
+                .await?
+                .into_iter()
+                .map(|col| ColumnCatalog {
+                    column_desc: col.into(),
+                    is_hidden: false,
+                })
+                .collect_vec(),
             ))
         }
     }
@@ -139,7 +143,7 @@ fn json_schema_infer_use_schema_registry(schema_config: &Option<(AstString, bool
 /// Map an Avro schema to a relational schema.
 async fn extract_avro_table_schema(
     info: &StreamSourceInfo,
-    with_properties: &HashMap<String, String>,
+    with_properties: &BTreeMap<String, String>,
     format_encode_options: &mut BTreeMap<String, String>,
     is_debezium: bool,
 ) -> Result<Vec<ColumnCatalog>> {
@@ -175,7 +179,7 @@ async fn extract_avro_table_schema(
 
 async fn extract_debezium_avro_table_pk_columns(
     info: &StreamSourceInfo,
-    with_properties: &HashMap<String, String>,
+    with_properties: &WithOptions,
 ) -> Result<Vec<String>> {
     let parser_config = SpecificParserConfig::new(info, with_properties)?;
     let conf = DebeziumAvroParserConfig::new(parser_config.encoding_config).await?;
@@ -185,7 +189,7 @@ async fn extract_debezium_avro_table_pk_columns(
 /// Map a protobuf schema to a relational schema.
 async fn extract_protobuf_table_schema(
     schema: &ProtobufSchema,
-    with_properties: &HashMap<String, String>,
+    with_properties: &BTreeMap<String, String>,
     format_encode_options: &mut BTreeMap<String, String>,
 ) -> Result<Vec<ColumnCatalog>> {
     let info = StreamSourceInfo {
@@ -285,12 +289,15 @@ fn get_name_strategy_or_default(name_strategy: Option<AstString>) -> Result<Opti
     }
 }
 
-/// resolve the schema of the source from external schema file, return the relation's columns. see <https://www.risingwave.dev/docs/current/sql-create-source> for more information.
-/// return `(columns, source info)`
+/// Resolves the schema of the source from external schema file.
+/// See <https://www.risingwave.dev/docs/current/sql-create-source> for more information.
+///
+/// Note: the returned schema strictly corresponds to the schema.
+/// Other special columns like additional columns (`INCLUDE`), and `row_id` column are not included.
 pub(crate) async fn bind_columns_from_source(
     session: &SessionImpl,
     source_schema: &ConnectorSchema,
-    with_properties: &HashMap<String, String>,
+    with_properties: &BTreeMap<String, String>,
 ) -> Result<(Option<Vec<ColumnCatalog>>, StreamSourceInfo)> {
     const MESSAGE_NAME_KEY: &str = "message";
     const KEY_MESSAGE_NAME_KEY: &str = "key.message";
@@ -485,6 +492,28 @@ pub(crate) async fn bind_columns_from_source(
         }
     };
 
+    if cfg!(debug_assertions) {
+        // validate column ids
+        // Note: this just documents how it works currently. It doesn't mean whether it's reasonable.
+        if let Some(ref columns) = columns {
+            let mut i = 1;
+            fn check_col(col: &ColumnDesc, i: &mut usize, columns: &Vec<ColumnCatalog>) {
+                for nested_col in &col.field_descs {
+                    // What's the usage of struct fields' column IDs?
+                    check_col(nested_col, i, columns);
+                }
+                assert!(
+                    col.column_id.get_id() == *i as i32,
+                    "unexpected column id\ncol: {col:?}\ni: {i}\ncolumns: {columns:#?}"
+                );
+                *i += 1;
+            }
+            for col in columns {
+                check_col(&col.column_desc, &mut i, columns);
+            }
+        }
+    }
+
     if !format_encode_options_to_consume.is_empty() {
         let err_string = format!(
             "Get unknown format_encode_options for {:?} {:?}: {}",
@@ -549,7 +578,7 @@ fn bind_columns_from_source_for_cdc(
 
 /// add connector-spec columns to the end of column catalog
 pub fn handle_addition_columns(
-    with_properties: &HashMap<String, String>,
+    with_properties: &BTreeMap<String, String>,
     mut additional_columns: IncludeOption,
     columns: &mut Vec<ColumnCatalog>,
     is_cdc_backfill_table: bool,
@@ -587,7 +616,7 @@ pub fn handle_addition_columns(
         let data_type_name: Option<String> = item
             .header_inner_expect_type
             .map(|dt| format!("{:?}", dt).to_lowercase());
-        columns.push(build_additional_column_catalog(
+        let col = build_additional_column_desc(
             latest_col_id.next(),
             connector_name.as_str(),
             item.column_type.real_value().as_str(),
@@ -596,7 +625,8 @@ pub fn handle_addition_columns(
             data_type_name.as_deref(),
             true,
             is_cdc_backfill_table,
-        )?);
+        )?;
+        columns.push(ColumnCatalog::visible(col));
     }
 
     Ok(())
@@ -721,6 +751,19 @@ pub(crate) fn bind_all_columns(
     }
 }
 
+/// TODO: perhaps put the hint in notice is better. The error message format might be not that reliable.
+fn hint_upsert(encode: &Encode) -> String {
+    format!(
+        r#"Hint: For FORMAT UPSERT ENCODE {encode:}, INCLUDE KEY must be specified and the key column must be used as primary key.
+example:
+    CREATE TABLE <table_name> ( PRIMARY KEY ([rw_key | <key_name>]) )
+    INCLUDE KEY [AS <key_name>]
+    WITH (...)
+    FORMAT UPSERT ENCODE {encode:} (...)
+"#
+    )
+}
+
 /// Bind column from source. Add key column to table columns if necessary.
 /// Return `pk_names`.
 pub(crate) async fn bind_source_pk(
@@ -728,10 +771,10 @@ pub(crate) async fn bind_source_pk(
     source_info: &StreamSourceInfo,
     columns: &mut [ColumnCatalog],
     sql_defined_pk_names: Vec<String>,
-    with_properties: &HashMap<String, String>,
+    with_properties: &WithOptions,
 ) -> Result<Vec<String>> {
     let sql_defined_pk = !sql_defined_pk_names.is_empty();
-    let key_column_name: Option<String> = {
+    let include_key_column_name: Option<String> = {
         // iter columns to check if contains additional columns from key part
         // return the key column names if exists
         columns.iter().find_map(|catalog| {
@@ -764,34 +807,36 @@ pub(crate) async fn bind_source_pk(
         // For all Upsert formats, we only accept one and only key column as primary key.
         // Additional KEY columns must be set in this case and must be primary key.
         (Format::Upsert, encode @ Encode::Json | encode @ Encode::Avro) => {
-            if let Some(ref key_column_name) = key_column_name
+            if let Some(ref key_column_name) = include_key_column_name
                 && sql_defined_pk
             {
-                if sql_defined_pk_names.len() != 1 {
-                    return Err(RwError::from(ProtocolError(format!(
-                        "upsert {:?} supports only one primary key column ({}).",
-                        encode, key_column_name
-                    ))));
-                }
+                // pk is set. check if it's valid
+
                 // the column name have been converted to real value in `handle_addition_columns`
                 // so we don't ignore ascii case here
-                if !key_column_name.eq(sql_defined_pk_names[0].as_str()) {
+                if sql_defined_pk_names.len() != 1
+                    || !key_column_name.eq(sql_defined_pk_names[0].as_str())
+                {
                     return Err(RwError::from(ProtocolError(format!(
-                        "upsert {}'s key column {} not match with sql defined primary key {}",
-                        encode, key_column_name, sql_defined_pk_names[0]
+                        "Only \"{}\" can be used as primary key\n\n{}",
+                        key_column_name,
+                        hint_upsert(encode)
                     ))));
                 }
                 sql_defined_pk_names
             } else {
-                return if key_column_name.is_none() {
+                // pk not set, or even key not included
+                return if let Some(include_key_column_name) = include_key_column_name {
                     Err(RwError::from(ProtocolError(format!(
-                        "INCLUDE KEY clause must be set for FORMAT UPSERT ENCODE {:?}",
-                        encode
+                        "Primary key must be specified to {}\n\n{}",
+                        include_key_column_name,
+                        hint_upsert(encode)
                     ))))
                 } else {
                     Err(RwError::from(ProtocolError(format!(
-                        "Primary key must be specified to {} when creating source with FORMAT UPSERT ENCODE {:?}",
-                        key_column_name.unwrap(), encode))))
+                        "INCLUDE KEY clause not set\n\n{}",
+                        hint_upsert(encode)
+                    ))))
                 };
             }
         }
@@ -888,10 +933,7 @@ pub(crate) async fn bind_source_pk(
 }
 
 // Add a hidden column `_rw_kafka_timestamp` to each message from Kafka source.
-fn check_and_add_timestamp_column(
-    with_properties: &HashMap<String, String>,
-    columns: &mut Vec<ColumnCatalog>,
-) {
+fn check_and_add_timestamp_column(with_properties: &WithOptions, columns: &mut Vec<ColumnCatalog>) {
     if with_properties.is_kafka_connector() {
         if columns.iter().any(|col| {
             matches!(
@@ -904,7 +946,7 @@ fn check_and_add_timestamp_column(
         }
 
         // add a hidden column `_rw_kafka_timestamp` to each message from Kafka source
-        let mut catalog = build_additional_column_catalog(
+        let col = build_additional_column_desc(
             ColumnId::placeholder(),
             KAFKA_CONNECTOR,
             "timestamp",
@@ -915,9 +957,7 @@ fn check_and_add_timestamp_column(
             false,
         )
         .unwrap();
-        catalog.is_hidden = true;
-
-        columns.push(catalog);
+        columns.push(ColumnCatalog::hidden(col));
     }
 }
 
@@ -1040,7 +1080,7 @@ static CONNECTORS_COMPATIBLE_FORMATS: LazyLock<HashMap<String, HashMap<Format, V
 
 pub fn validate_compatibility(
     source_schema: &ConnectorSchema,
-    props: &mut HashMap<String, String>,
+    props: &mut BTreeMap<String, String>,
 ) -> Result<()> {
     let connector = props
         .get_connector()
@@ -1124,7 +1164,7 @@ pub fn validate_compatibility(
 /// One should only call this function after all properties of all columns are resolved, like
 /// generated column descriptors.
 pub(super) async fn check_source_schema(
-    props: &HashMap<String, String>,
+    props: &WithOptions,
     row_id_index: Option<usize>,
     columns: &[ColumnCatalog],
 ) -> Result<()> {
@@ -1133,9 +1173,9 @@ pub(super) async fn check_source_schema(
     };
 
     if connector == NEXMARK_CONNECTOR {
-        check_nexmark_schema(props, row_id_index, columns)
+        check_nexmark_schema(props.inner(), row_id_index, columns)
     } else if connector == ICEBERG_CONNECTOR {
-        Ok(check_iceberg_source(props, columns)
+        Ok(check_iceberg_source(props.inner(), columns)
             .await
             .map_err(|err| ProtocolError(err.to_report_string()))?)
     } else {
@@ -1144,7 +1184,7 @@ pub(super) async fn check_source_schema(
 }
 
 pub(super) fn check_nexmark_schema(
-    props: &HashMap<String, String>,
+    props: &BTreeMap<String, String>,
     row_id_index: Option<usize>,
     columns: &[ColumnCatalog],
 ) -> Result<()> {
@@ -1198,13 +1238,13 @@ pub(super) fn check_nexmark_schema(
 }
 
 pub async fn extract_iceberg_columns(
-    with_properties: &HashMap<String, String>,
+    with_properties: &BTreeMap<String, String>,
 ) -> anyhow::Result<Vec<ColumnCatalog>> {
     let props = ConnectorProperties::extract(with_properties.clone(), true)?;
     if let ConnectorProperties::Iceberg(properties) = props {
         let iceberg_config: IcebergConfig = properties.to_iceberg_config();
         let table = iceberg_config.load_table().await?;
-        let iceberg_schema: arrow_schema::Schema = table
+        let iceberg_schema: arrow_schema_iceberg::Schema = table
             .current_table_metadata()
             .current_schema()?
             .clone()
@@ -1217,8 +1257,8 @@ pub async fn extract_iceberg_columns(
             .map(|(i, field)| {
                 let column_desc = ColumnDesc::named(
                     field.name(),
-                    ColumnId::new((i as u32).try_into().unwrap()),
-                    IcebergArrowConvert.from_field(field).unwrap(),
+                    ColumnId::new((i + 1).try_into().unwrap()),
+                    IcebergArrowConvert.type_from_field(field).unwrap(),
                 );
                 ColumnCatalog {
                     column_desc,
@@ -1237,7 +1277,7 @@ pub async fn extract_iceberg_columns(
 }
 
 pub async fn check_iceberg_source(
-    props: &HashMap<String, String>,
+    props: &BTreeMap<String, String>,
     columns: &[ColumnCatalog],
 ) -> anyhow::Result<()> {
     let props = ConnectorProperties::extract(props.clone(), true)?;
@@ -1260,7 +1300,7 @@ pub async fn check_iceberg_source(
 
     let table = iceberg_config.load_table().await?;
 
-    let iceberg_schema: arrow_schema::Schema = table
+    let iceberg_schema: arrow_schema_iceberg::Schema = table
         .current_table_metadata()
         .current_schema()?
         .clone()
@@ -1281,7 +1321,7 @@ pub async fn check_iceberg_source(
         .filter(|f1| schema.fields.iter().any(|f2| f1.name() == &f2.name))
         .cloned()
         .collect::<Vec<_>>();
-    let new_iceberg_schema = arrow_schema::Schema::new(new_iceberg_field);
+    let new_iceberg_schema = arrow_schema_iceberg::Schema::new(new_iceberg_field);
 
     risingwave_connector::sink::iceberg::try_matches_arrow_schema(&schema, &new_iceberg_schema)?;
 
@@ -1292,7 +1332,7 @@ pub fn bind_connector_props(
     handler_args: &HandlerArgs,
     source_schema: &ConnectorSchema,
     is_create_source: bool,
-) -> Result<HashMap<String, String>> {
+) -> Result<WithOptions> {
     let mut with_properties = handler_args.with_options.clone().into_connector_props();
     validate_compatibility(source_schema, &mut with_properties)?;
     let create_cdc_source_job = with_properties.is_shareable_cdc_connector();
@@ -1312,14 +1352,15 @@ pub fn bind_connector_props(
                 .to_string(),
         );
     }
-    Ok(with_properties)
+    Ok(WithOptions::new(with_properties))
 }
+
 #[allow(clippy::too_many_arguments)]
-pub async fn bind_create_source(
+pub async fn bind_create_source_or_table_with_connector(
     handler_args: HandlerArgs,
     full_name: ObjectName,
     source_schema: ConnectorSchema,
-    with_properties: HashMap<String, String>,
+    with_properties: WithOptions,
     sql_columns_defs: &[ColumnDef],
     constraints: Vec<TableConstraint>,
     wildcard_idx: Option<usize>,
@@ -1338,9 +1379,25 @@ pub async fn bind_create_source(
         session.get_database_and_schema_id_for_create(schema_name.clone())?;
 
     if !is_create_source && with_properties.is_iceberg_connector() {
-        return Err(
-            ErrorCode::BindError("can't create table with iceberg connector".to_string()).into(),
-        );
+        return Err(ErrorCode::BindError(
+            "can't CREATE TABLE with iceberg connector\n\nHint: use CREATE SOURCE instead"
+                .to_string(),
+        )
+        .into());
+    }
+    if is_create_source {
+        match source_schema.format {
+            Format::Upsert => {
+                return Err(ErrorCode::BindError(format!(
+                    "can't CREATE SOURCE with FORMAT UPSERT\n\nHint: use CREATE TABLE instead\n\n{}",
+                    hint_upsert(&source_schema.row_encode)
+                ))
+                .into());
+            }
+            _ => {
+                // TODO: enhance error message for other formats
+            }
+        }
     }
 
     ensure_table_constraints_supported(&constraints)?;
@@ -1386,10 +1443,12 @@ pub async fn bind_create_source(
         .into());
     }
 
+    // XXX: why do we use col_id_gen here? It doesn't seem to be very necessary.
+    // XXX: should we also chenge the col id for struct fields?
     for c in &mut columns {
         c.column_desc.column_id = col_id_gen.generate(c.name())
     }
-    debug_assert!(is_column_ids_dedup(&columns));
+    debug_assert_column_ids_distinct(&columns);
 
     let must_need_pk = if is_create_source {
         with_properties.connector_need_pk()
@@ -1402,7 +1461,7 @@ pub async fn bind_create_source(
     };
 
     let (mut columns, pk_col_ids, row_id_index) =
-        bind_pk_on_relation(columns, pk_names, must_need_pk)?;
+        bind_pk_and_row_id_on_relation(columns, pk_names, must_need_pk)?;
 
     let watermark_descs =
         bind_source_watermark(session, source_name.clone(), source_watermarks, &columns)?;
@@ -1420,7 +1479,7 @@ pub async fn bind_create_source(
     check_source_schema(&with_properties, row_id_index, &columns).await?;
 
     // resolve privatelink connection for Kafka
-    let mut with_properties = WithOptions::new(with_properties);
+    let mut with_properties = with_properties;
     let connection_id =
         resolve_privatelink_in_with_option(&mut with_properties, &schema_name, session)?;
     let _secret_ref = resolve_secret_in_with_options(&mut with_properties, session)?;
@@ -1494,7 +1553,7 @@ pub async fn handle_create_source(
     }
     let mut col_id_gen = ColumnIdGenerator::new_initial();
 
-    let (source_catalog, database_id, schema_id) = bind_create_source(
+    let (source_catalog, database_id, schema_id) = bind_create_source_or_table_with_connector(
         handler_args.clone(),
         stmt.source_name,
         source_schema,
@@ -1782,28 +1841,6 @@ pub mod tests {
         };
         assert_eq!(columns, expect_columns);
 
-        // test derive include column for format upsert
-        let sql = "CREATE SOURCE s1 (v1 int) with (connector = 'kafka') format upsert encode json"
-            .to_string();
-        match frontend.run_sql(sql).await {
-            Err(e) => {
-                assert_eq!(
-                    e.to_string(),
-                    "Protocol error: INCLUDE KEY clause must be set for FORMAT UPSERT ENCODE Json"
-                )
-            }
-            _ => unreachable!(),
-        }
-
-        let sql = "CREATE SOURCE s2 (v1 int) include key as _rw_kafka_key with (connector = 'kafka') format upsert encode json"
-            .to_string();
-        match frontend.run_sql(sql).await {
-            Err(e) => {
-                assert_eq!(e.to_string(), "Protocol error: Primary key must be specified to _rw_kafka_key when creating source with FORMAT UPSERT ENCODE Json")
-            }
-            _ => unreachable!(),
-        }
-
         let sql =
             "CREATE SOURCE s3 (v1 int) include timestamp 'header1' as header_col with (connector = 'kafka') format plain encode json"
                 .to_string();
diff --git a/src/frontend/src/handler/create_subscription.rs b/src/frontend/src/handler/create_subscription.rs
index 7da1a9d1683ed..8d4ed82cc82ee 100644
--- a/src/frontend/src/handler/create_subscription.rs
+++ b/src/frontend/src/handler/create_subscription.rs
@@ -64,7 +64,7 @@ pub fn create_subscription_catalog(
         initialized_at_cluster_version: None,
     };
 
-    subscription_catalog.set_retention_seconds(context.with_options().clone().into_inner())?;
+    subscription_catalog.set_retention_seconds(context.with_options())?;
 
     Ok(subscription_catalog)
 }
diff --git a/src/frontend/src/handler/create_table.rs b/src/frontend/src/handler/create_table.rs
index 38829a16be11e..8d32382346c51 100644
--- a/src/frontend/src/handler/create_table.rs
+++ b/src/frontend/src/handler/create_table.rs
@@ -16,7 +16,7 @@ use std::collections::{BTreeMap, HashMap};
 use std::rc::Rc;
 use std::sync::Arc;
 
-use anyhow::anyhow;
+use anyhow::{anyhow, Context};
 use either::Either;
 use fixedbitset::FixedBitSet;
 use itertools::Itertools;
@@ -24,13 +24,13 @@ use pgwire::pg_response::{PgResponse, StatementType};
 use risingwave_common::bail_not_implemented;
 use risingwave_common::catalog::{
     CdcTableDesc, ColumnCatalog, ColumnDesc, TableId, TableVersionId, DEFAULT_SCHEMA_NAME,
-    INITIAL_TABLE_VERSION_ID, USER_COLUMN_ID_OFFSET,
+    INITIAL_TABLE_VERSION_ID,
 };
 use risingwave_common::util::sort_util::{ColumnOrder, OrderType};
 use risingwave_common::util::value_encoding::DatumToProtoExt;
 use risingwave_connector::source;
 use risingwave_connector::source::cdc::external::{
-    DATABASE_NAME_KEY, SCHEMA_NAME_KEY, TABLE_NAME_KEY,
+    ExternalTableConfig, ExternalTableImpl, DATABASE_NAME_KEY, SCHEMA_NAME_KEY, TABLE_NAME_KEY,
 };
 use risingwave_pb::catalog::{PbSource, PbTable, Table, WatermarkDesc};
 use risingwave_pb::ddl_service::TableJobType;
@@ -55,8 +55,8 @@ use crate::catalog::{check_valid_column_name, ColumnId, DatabaseId, SchemaId};
 use crate::error::{ErrorCode, Result, RwError};
 use crate::expr::{Expr, ExprImpl, ExprRewriter, InlineNowProcTime};
 use crate::handler::create_source::{
-    bind_columns_from_source, bind_connector_props, bind_create_source, bind_source_watermark,
-    handle_addition_columns, UPSTREAM_SOURCE_KEY,
+    bind_columns_from_source, bind_connector_props, bind_create_source_or_table_with_connector,
+    bind_source_watermark, handle_addition_columns, UPSTREAM_SOURCE_KEY,
 };
 use crate::handler::HandlerArgs;
 use crate::optimizer::plan_node::generic::{CdcScanOptions, SourceNodeKind};
@@ -110,7 +110,7 @@ impl ColumnIdGenerator {
     pub fn new_initial() -> Self {
         Self {
             existing: HashMap::new(),
-            next_column_id: ColumnId::from(USER_COLUMN_ID_OFFSET),
+            next_column_id: ColumnId::first_user_column(),
             version_id: INITIAL_TABLE_VERSION_ID,
         }
     }
@@ -404,7 +404,7 @@ fn multiple_pk_definition_err() -> RwError {
 ///
 /// It returns the columns together with `pk_column_ids`, and an optional row id column index if
 /// added.
-pub fn bind_pk_on_relation(
+pub fn bind_pk_and_row_id_on_relation(
     mut columns: Vec<ColumnCatalog>,
     pk_names: Vec<String>,
     must_need_pk: bool,
@@ -483,7 +483,7 @@ pub(crate) async fn gen_create_table_plan_with_source(
     let (columns_from_resolve_source, source_info) =
         bind_columns_from_source(session, &source_schema, &with_properties).await?;
 
-    let (source_catalog, database_id, schema_id) = bind_create_source(
+    let (source_catalog, database_id, schema_id) = bind_create_source_or_table_with_connector(
         handler_args.clone(),
         table_name,
         source_schema,
@@ -536,14 +536,12 @@ pub(crate) fn gen_create_table_plan(
     for c in &mut columns {
         c.column_desc.column_id = col_id_gen.generate(c.name())
     }
-    let with_properties = context.with_options().inner().clone().into_iter().collect();
     gen_create_table_plan_without_source(
         context,
         table_name,
         columns,
         column_defs,
         constraints,
-        with_properties,
         definition,
         source_watermarks,
         append_only,
@@ -560,7 +558,6 @@ pub(crate) fn gen_create_table_plan_without_source(
     columns: Vec<ColumnCatalog>,
     column_defs: Vec<ColumnDef>,
     constraints: Vec<TableConstraint>,
-    with_properties: HashMap<String, String>,
     definition: String,
     source_watermarks: Vec<SourceWatermark>,
     append_only: bool,
@@ -570,7 +567,8 @@ pub(crate) fn gen_create_table_plan_without_source(
 ) -> Result<(PlanRef, PbTable)> {
     ensure_table_constraints_supported(&constraints)?;
     let pk_names = bind_sql_pk_names(&column_defs, &constraints)?;
-    let (mut columns, pk_column_ids, row_id_index) = bind_pk_on_relation(columns, pk_names, true)?;
+    let (mut columns, pk_column_ids, row_id_index) =
+        bind_pk_and_row_id_on_relation(columns, pk_names, true)?;
 
     let watermark_descs: Vec<WatermarkDesc> = bind_source_watermark(
         context.session_ctx(),
@@ -597,7 +595,6 @@ pub(crate) fn gen_create_table_plan_without_source(
         context.into(),
         name,
         columns,
-        with_properties,
         pk_column_ids,
         row_id_index,
         definition,
@@ -628,7 +625,6 @@ fn gen_table_plan_with_source(
         context,
         source_catalog.name,
         source_catalog.columns,
-        source_catalog.with_properties.clone().into_iter().collect(),
         source_catalog.pk_col_ids,
         source_catalog.row_id_index,
         source_catalog.definition,
@@ -648,7 +644,6 @@ fn gen_table_plan_inner(
     context: OptimizerContextRef,
     table_name: String,
     columns: Vec<ColumnCatalog>,
-    with_properties: HashMap<String, String>,
     pk_column_ids: Vec<ColumnId>,
     row_id_index: Option<usize>,
     definition: String,
@@ -663,8 +658,7 @@ fn gen_table_plan_inner(
     schema_id: SchemaId,
 ) -> Result<(PlanRef, PbTable)> {
     let session = context.session_ctx().clone();
-    let with_properties = WithOptions::new(with_properties);
-    let retention_seconds = with_properties.retention_seconds();
+    let retention_seconds = context.with_options().retention_seconds();
     let is_external_source = source_catalog.is_some();
     let source_node: PlanRef = LogicalSource::new(
         source_catalog.map(|source| Rc::new(source.clone())),
@@ -731,73 +725,39 @@ fn gen_table_plan_inner(
 }
 
 #[allow(clippy::too_many_arguments)]
-pub(crate) fn gen_create_table_plan_for_cdc_source(
-    context: OptimizerContextRef,
-    source_name: ObjectName,
-    table_name: ObjectName,
+pub(crate) fn gen_create_table_plan_for_cdc_table(
+    handler_args: HandlerArgs,
+    explain_options: ExplainOptions,
+    source: Arc<SourceCatalog>,
     external_table_name: String,
-    column_defs: Vec<ColumnDef>,
-    constraints: Vec<TableConstraint>,
+    mut columns: Vec<ColumnCatalog>,
+    pk_names: Vec<String>,
+    connect_properties: BTreeMap<String, String>,
     mut col_id_gen: ColumnIdGenerator,
     on_conflict: Option<OnConflict>,
     with_version_column: Option<String>,
     include_column_options: IncludeOption,
+    resolved_table_name: String,
+    database_id: DatabaseId,
+    schema_id: SchemaId,
 ) -> Result<(PlanRef, PbTable)> {
-    // cdc table must have primary key constraint or primary key column
-    if !constraints.iter().any(|c| {
-        matches!(
-            c,
-            TableConstraint::Unique {
-                is_primary: true,
-                ..
-            }
-        )
-    }) && !column_defs.iter().any(|col| {
-        col.options
-            .iter()
-            .any(|opt| matches!(opt.option, ColumnOption::Unique { is_primary: true }))
-    }) {
-        return Err(ErrorCode::NotSupported(
-            "CDC table without primary key constraint is not supported".to_owned(),
-            "Please define a primary key".to_owned(),
-        )
-        .into());
-    }
-
+    let context: OptimizerContextRef = OptimizerContext::new(handler_args, explain_options).into();
     let session = context.session_ctx().clone();
-    let db_name = session.database();
-    let (schema_name, name) = Binder::resolve_schema_qualified_name(db_name, table_name)?;
-    let (database_id, schema_id) =
-        session.get_database_and_schema_id_for_create(schema_name.clone())?;
-
-    // cdc table cannot be append-only
-    let append_only = false;
-    let (source_schema, source_name) = Binder::resolve_schema_qualified_name(db_name, source_name)?;
 
-    let source = {
-        let catalog_reader = session.env().catalog_reader().read_guard();
-        let schema_name = source_schema
-            .clone()
-            .unwrap_or(DEFAULT_SCHEMA_NAME.to_string());
-        let (source, _) = catalog_reader.get_source_by_name(
-            db_name,
-            SchemaPath::Name(schema_name.as_str()),
-            source_name.as_str(),
-        )?;
-        source.clone()
-    };
-
-    let mut columns = bind_sql_columns(&column_defs)?;
-    let with_properties = source.with_properties.clone().into_iter().collect();
     // append additional columns to the end
-    handle_addition_columns(&with_properties, include_column_options, &mut columns, true)?;
+    handle_addition_columns(
+        &connect_properties,
+        include_column_options,
+        &mut columns,
+        true,
+    )?;
 
     for c in &mut columns {
         c.column_desc.column_id = col_id_gen.generate(c.name())
     }
 
-    let pk_names = bind_sql_pk_names(&column_defs, &constraints)?;
-    let (columns, pk_column_ids, _row_id_index) = bind_pk_on_relation(columns, pk_names, true)?;
+    let (columns, pk_column_ids, _row_id_index) =
+        bind_pk_and_row_id_on_relation(columns, pk_names, true)?;
 
     let definition = context.normalized_sql().to_owned();
 
@@ -817,9 +777,6 @@ pub(crate) fn gen_create_table_plan_for_cdc_source(
         .map(|idx| ColumnOrder::new(*idx, OrderType::ascending()))
         .collect();
 
-    let connect_properties =
-        derive_connect_properties(source.as_ref(), external_table_name.clone())?;
-
     let cdc_table_desc = CdcTableDesc {
         table_id: TableId::placeholder(), // will be filled in meta node
         source_id: source.id.into(),      // id of cdc source streaming job
@@ -827,7 +784,7 @@ pub(crate) fn gen_create_table_plan_for_cdc_source(
         pk: table_pk,
         columns: columns.iter().map(|c| c.column_desc.clone()).collect(),
         stream_key: pk_column_indices,
-        connect_properties,
+        connect_properties: connect_properties.into_iter().collect(),
     };
 
     tracing::debug!(?cdc_table_desc, "create cdc table");
@@ -853,12 +810,12 @@ pub(crate) fn gen_create_table_plan_for_cdc_source(
 
     let materialize = plan_root.gen_table_plan(
         context,
-        name,
+        resolved_table_name,
         columns,
         definition,
         pk_column_ids,
         None,
-        append_only,
+        false,
         on_conflict,
         with_version_column,
         vec![],
@@ -875,13 +832,13 @@ pub(crate) fn gen_create_table_plan_for_cdc_source(
 }
 
 fn derive_connect_properties(
-    source: &SourceCatalog,
+    source_with_properties: &BTreeMap<String, String>,
     external_table_name: String,
 ) -> Result<BTreeMap<String, String>> {
     use source::cdc::{MYSQL_CDC_CONNECTOR, POSTGRES_CDC_CONNECTOR};
     // we should remove the prefix from `full_table_name`
-    let mut connect_properties = source.with_properties.clone();
-    if let Some(connector) = source.with_properties.get(UPSTREAM_SOURCE_KEY) {
+    let mut connect_properties = source_with_properties.clone();
+    if let Some(connector) = source_with_properties.get(UPSTREAM_SOURCE_KEY) {
         let table_name = match connector.as_str() {
             MYSQL_CDC_CONNECTOR => {
                 let db_name = connect_properties.get(DATABASE_NAME_KEY).ok_or_else(|| {
@@ -912,14 +869,13 @@ fn derive_connect_properties(
         };
         connect_properties.insert(TABLE_NAME_KEY.into(), table_name.into());
     }
-    Ok(connect_properties.into_iter().collect())
+    Ok(connect_properties)
 }
 
 #[allow(clippy::too_many_arguments)]
 pub(super) async fn handle_create_table_plan(
     handler_args: HandlerArgs,
     explain_options: ExplainOptions,
-    col_id_gen: ColumnIdGenerator,
     source_schema: Option<ConnectorSchema>,
     cdc_table_info: Option<CdcTableInfo>,
     table_name: ObjectName,
@@ -932,6 +888,7 @@ pub(super) async fn handle_create_table_plan(
     with_version_column: Option<String>,
     include_column_options: IncludeOption,
 ) -> Result<(PlanRef, Option<PbSource>, PbTable, TableJobType)> {
+    let col_id_gen = ColumnIdGenerator::new_initial();
     let source_schema = check_create_table_with_source(
         &handler_args.with_options,
         source_schema,
@@ -978,52 +935,65 @@ pub(super) async fn handle_create_table_plan(
             }
 
             (None, Some(cdc_table)) => {
-                let context = OptimizerContext::new(handler_args, explain_options);
-                if append_only {
-                    return Err(ErrorCode::NotSupported(
-                        "append only modifier on the table created from a CDC source".into(),
-                        "Remove the APPEND ONLY clause".into(),
-                    )
-                    .into());
-                }
+                sanity_check_for_cdc_table(
+                    append_only,
+                    &column_defs,
+                    &wildcard_idx,
+                    &constraints,
+                    &source_watermarks,
+                )?;
 
-                if !source_watermarks.is_empty() {
-                    return Err(ErrorCode::NotSupported(
-                        "watermark defined on the table created from a CDC source".into(),
-                        "Remove the Watermark definitions".into(),
-                    )
-                    .into());
-                }
-                if wildcard_idx.is_some() {
-                    return Err(ErrorCode::NotSupported(
-                        "star(\"*\") defined on the table created from a CDC source".into(),
-                        "Remove the star(\"*\") in the column list".into(),
-                    )
-                    .into());
-                }
-                for c in &column_defs {
-                    for op in &c.options {
-                        if let ColumnOption::GeneratedColumns(_) = op.option {
-                            return Err(ErrorCode::NotSupported(
-                                "generated column defined on the table created from a CDC source"
-                                    .into(),
-                                "Remove the generated column in the column list".into(),
-                            )
-                            .into());
-                        }
-                    }
-                }
-                let (plan, table) = gen_create_table_plan_for_cdc_source(
-                    context.into(),
-                    cdc_table.source_name.clone(),
-                    table_name.clone(),
+                let session = &handler_args.session;
+                let db_name = session.database();
+                let (schema_name, resolved_table_name) =
+                    Binder::resolve_schema_qualified_name(db_name, table_name)?;
+                let (database_id, schema_id) =
+                    session.get_database_and_schema_id_for_create(schema_name.clone())?;
+
+                // cdc table cannot be append-only
+                let (source_schema, source_name) =
+                    Binder::resolve_schema_qualified_name(db_name, cdc_table.source_name.clone())?;
+
+                let source = {
+                    let catalog_reader = session.env().catalog_reader().read_guard();
+                    let schema_name = source_schema
+                        .clone()
+                        .unwrap_or(DEFAULT_SCHEMA_NAME.to_string());
+                    let (source, _) = catalog_reader.get_source_by_name(
+                        db_name,
+                        SchemaPath::Name(schema_name.as_str()),
+                        source_name.as_str(),
+                    )?;
+                    source.clone()
+                };
+                let connect_properties = derive_connect_properties(
+                    &source.with_properties,
                     cdc_table.external_table_name.clone(),
-                    column_defs,
-                    constraints,
+                )?;
+
+                let (columns, pk_names) = derive_schema_for_cdc_table(
+                    &column_defs,
+                    &constraints,
+                    connect_properties.clone(),
+                    wildcard_idx.is_some(),
+                )
+                .await?;
+
+                let (plan, table) = gen_create_table_plan_for_cdc_table(
+                    handler_args,
+                    explain_options,
+                    source,
+                    cdc_table.external_table_name.clone(),
+                    columns,
+                    pk_names,
+                    connect_properties,
                     col_id_gen,
                     on_conflict,
                     with_version_column,
                     include_column_options,
+                    resolved_table_name,
+                    database_id,
+                    schema_id,
                 )?;
 
                 ((plan, None, table), TableJobType::SharedCdcSource)
@@ -1038,6 +1008,110 @@ pub(super) async fn handle_create_table_plan(
     Ok((plan, source, table, job_type))
 }
 
+fn sanity_check_for_cdc_table(
+    append_only: bool,
+    column_defs: &Vec<ColumnDef>,
+    wildcard_idx: &Option<usize>,
+    constraints: &Vec<TableConstraint>,
+    source_watermarks: &Vec<SourceWatermark>,
+) -> Result<()> {
+    for c in column_defs {
+        for op in &c.options {
+            if let ColumnOption::GeneratedColumns(_) = op.option {
+                return Err(ErrorCode::NotSupported(
+                    "generated column defined on the table created from a CDC source".into(),
+                    "Remove the generated column in the column list".into(),
+                )
+                .into());
+            }
+        }
+    }
+
+    // wildcard cannot be used with column definitions
+    if wildcard_idx.is_some() && !column_defs.is_empty() {
+        return Err(ErrorCode::NotSupported(
+            "wildcard(*) and column definitions cannot be used together".to_owned(),
+            "Remove the wildcard or column definitions".to_owned(),
+        )
+        .into());
+    }
+
+    // cdc table must have primary key constraint or primary key column
+    if !wildcard_idx.is_some()
+        && !constraints.iter().any(|c| {
+            matches!(
+                c,
+                TableConstraint::Unique {
+                    is_primary: true,
+                    ..
+                }
+            )
+        })
+        && !column_defs.iter().any(|col| {
+            col.options
+                .iter()
+                .any(|opt| matches!(opt.option, ColumnOption::Unique { is_primary: true }))
+        })
+    {
+        return Err(ErrorCode::NotSupported(
+            "CDC table without primary key constraint is not supported".to_owned(),
+            "Please define a primary key".to_owned(),
+        )
+        .into());
+    }
+    if append_only {
+        return Err(ErrorCode::NotSupported(
+            "append only modifier on the table created from a CDC source".into(),
+            "Remove the APPEND ONLY clause".into(),
+        )
+        .into());
+    }
+
+    if !source_watermarks.is_empty() {
+        return Err(ErrorCode::NotSupported(
+            "watermark defined on the table created from a CDC source".into(),
+            "Remove the Watermark definitions".into(),
+        )
+        .into());
+    }
+
+    Ok(())
+}
+
+async fn derive_schema_for_cdc_table(
+    column_defs: &Vec<ColumnDef>,
+    constraints: &Vec<TableConstraint>,
+    connect_properties: BTreeMap<String, String>,
+    need_auto_schema_map: bool,
+) -> Result<(Vec<ColumnCatalog>, Vec<String>)> {
+    // read cdc table schema from external db or parsing the schema from SQL definitions
+    if need_auto_schema_map {
+        let config = ExternalTableConfig::try_from_btreemap(connect_properties)
+            .context("failed to extract external table config")?;
+
+        let table = ExternalTableImpl::connect(config)
+            .await
+            .context("failed to auto derive table schema")?;
+        Ok((
+            table
+                .column_descs()
+                .iter()
+                .cloned()
+                .map(|column_desc| ColumnCatalog {
+                    column_desc,
+                    is_hidden: false,
+                })
+                .collect(),
+            table.pk_names().clone(),
+        ))
+    } else {
+        Ok((
+            bind_sql_columns(column_defs)?,
+            bind_sql_pk_names(column_defs, constraints)?,
+        ))
+    }
+}
+
 #[allow(clippy::too_many_arguments)]
 pub async fn handle_create_table(
     handler_args: HandlerArgs,
@@ -1069,11 +1143,9 @@ pub async fn handle_create_table(
     }
 
     let (graph, source, table, job_type) = {
-        let col_id_gen = ColumnIdGenerator::new_initial();
         let (plan, source, table, job_type) = handle_create_table_plan(
             handler_args,
             ExplainOptions::default(),
-            col_id_gen,
             source_schema,
             cdc_table_info,
             table_name.clone(),
@@ -1356,7 +1428,8 @@ mod tests {
                 }
                 ensure_table_constraints_supported(&constraints)?;
                 let pk_names = bind_sql_pk_names(&column_defs, &constraints)?;
-                let (_, pk_column_ids, _) = bind_pk_on_relation(columns, pk_names, true)?;
+                let (_, pk_column_ids, _) =
+                    bind_pk_and_row_id_on_relation(columns, pk_names, true)?;
                 Ok(pk_column_ids)
             })();
             match (expected, actual) {
diff --git a/src/frontend/src/handler/create_table_as.rs b/src/frontend/src/handler/create_table_as.rs
index bdd6e9d078e90..9a01d2919086e 100644
--- a/src/frontend/src/handler/create_table_as.rs
+++ b/src/frontend/src/handler/create_table_as.rs
@@ -90,19 +90,12 @@ pub async fn handle_create_as(
 
     let (graph, source, table) = {
         let context = OptimizerContext::from_handler_args(handler_args.clone());
-        let properties = handler_args
-            .with_options
-            .inner()
-            .clone()
-            .into_iter()
-            .collect();
         let (plan, table) = gen_create_table_plan_without_source(
             context,
             table_name.clone(),
             columns,
             vec![],
             vec![],
-            properties,
             "".to_owned(), // TODO: support `SHOW CREATE TABLE` for `CREATE TABLE AS`
             vec![],        // No watermark should be defined in for `CREATE TABLE AS`
             append_only,
diff --git a/src/frontend/src/handler/explain.rs b/src/frontend/src/handler/explain.rs
index 9f46087c206e8..db124b373181b 100644
--- a/src/frontend/src/handler/explain.rs
+++ b/src/frontend/src/handler/explain.rs
@@ -22,7 +22,6 @@ use thiserror_ext::AsReport;
 use super::create_index::{gen_create_index_plan, resolve_index_schema};
 use super::create_mv::gen_create_mv_plan;
 use super::create_sink::{gen_sink_plan, get_partition_compute_info};
-use super::create_table::ColumnIdGenerator;
 use super::query::gen_batch_plan_by_statement;
 use super::util::SourceSchemaCompatExt;
 use super::{RwPgResponse, RwPgResponseBuilderExt};
@@ -66,14 +65,11 @@ async fn do_handle_explain(
                 wildcard_idx,
                 ..
             } => {
-                let col_id_gen = ColumnIdGenerator::new_initial();
-
                 let source_schema = source_schema.map(|s| s.into_v2_with_warning());
 
                 let (plan, _source, _table, _job_type) = handle_create_table_plan(
                     handler_args,
                     explain_options,
-                    col_id_gen,
                     source_schema,
                     cdc_table_info,
                     name.clone(),
diff --git a/src/frontend/src/handler/show.rs b/src/frontend/src/handler/show.rs
index f2d5186b67962..b93a8032cbcd4 100644
--- a/src/frontend/src/handler/show.rs
+++ b/src/frontend/src/handler/show.rs
@@ -318,7 +318,6 @@ pub async fn handle_show_object(
             .read_guard()
             .get_schema_by_name(session.database(), &schema_or_default(&schema))?
             .iter_source()
-            .filter(|t| t.associated_table_id.is_none())
             .map(|t| t.name.clone())
             .collect(),
         ShowObject::Sink { schema } => catalog_reader
diff --git a/src/frontend/src/handler/util.rs b/src/frontend/src/handler/util.rs
index 7fd4f0b92822b..73b52b977c7a4 100644
--- a/src/frontend/src/handler/util.rs
+++ b/src/frontend/src/handler/util.rs
@@ -151,6 +151,15 @@ fn to_pg_rows(
     session_data: &StaticSessionData,
 ) -> RwResult<Vec<Row>> {
     assert_eq!(chunk.dimension(), column_types.len());
+    if cfg!(debug_assertions) {
+        let chunk_data_types = chunk.data_types();
+        for (ty1, ty2) in chunk_data_types.iter().zip_eq_fast(column_types) {
+            debug_assert!(
+                ty1.equals_datatype(ty2),
+                "chunk_data_types: {chunk_data_types:?}, column_types: {column_types:?}"
+            )
+        }
+    }
 
     chunk
         .rows()
diff --git a/src/frontend/src/optimizer/logical_optimization.rs b/src/frontend/src/optimizer/logical_optimization.rs
index d452626bb9418..931a645b3d680 100644
--- a/src/frontend/src/optimizer/logical_optimization.rs
+++ b/src/frontend/src/optimizer/logical_optimization.rs
@@ -118,6 +118,14 @@ static DAG_TO_TREE: LazyLock<OptimizationStage> = LazyLock::new(|| {
     )
 });
 
+static STREAM_GENERATE_SERIES_WITH_NOW: LazyLock<OptimizationStage> = LazyLock::new(|| {
+    OptimizationStage::new(
+        "Convert GENERATE_SERIES Ends With NOW",
+        vec![GenerateSeriesWithNowRule::create()],
+        ApplyOrder::TopDown,
+    )
+});
+
 static TABLE_FUNCTION_TO_PROJECT_SET: LazyLock<OptimizationStage> = LazyLock::new(|| {
     OptimizationStage::new(
         "Table Function To Project Set",
@@ -572,6 +580,9 @@ impl LogicalOptimizer {
         }
         plan = plan.optimize_by_rules(&SET_OPERATION_MERGE);
         plan = plan.optimize_by_rules(&SET_OPERATION_TO_JOIN);
+        // Convert `generate_series` ends with `now()` to a `Now` source. Only for streaming mode.
+        // Should be applied before converting table function to project set.
+        plan = plan.optimize_by_rules(&STREAM_GENERATE_SERIES_WITH_NOW);
         // In order to unnest a table function, we need to convert it into a `project_set` first.
         plan = plan.optimize_by_rules(&TABLE_FUNCTION_TO_PROJECT_SET);
 
diff --git a/src/frontend/src/optimizer/plan_expr_rewriter/const_eval_rewriter.rs b/src/frontend/src/optimizer/plan_expr_rewriter/const_eval_rewriter.rs
index 43b76891f3566..0844bdb33a85b 100644
--- a/src/frontend/src/optimizer/plan_expr_rewriter/const_eval_rewriter.rs
+++ b/src/frontend/src/optimizer/plan_expr_rewriter/const_eval_rewriter.rs
@@ -13,7 +13,7 @@
 // limitations under the License.
 
 use crate::error::RwError;
-use crate::expr::{Expr, ExprImpl, ExprRewriter, Literal};
+use crate::expr::{default_rewrite_expr, Expr, ExprImpl, ExprRewriter, Literal};
 
 pub(crate) struct ConstEvalRewriter {
     pub(crate) error: Option<RwError>,
@@ -31,21 +31,10 @@ impl ExprRewriter for ConstEvalRewriter {
                     expr
                 }
             }
+        } else if let ExprImpl::Parameter(_) = expr {
+            unreachable!("Parameter should not appear here. It will be replaced by a literal before this step.")
         } else {
-            match expr {
-                ExprImpl::InputRef(inner) => self.rewrite_input_ref(*inner),
-                ExprImpl::Literal(inner) => self.rewrite_literal(*inner),
-                ExprImpl::FunctionCall(inner) => self.rewrite_function_call(*inner),
-                ExprImpl::FunctionCallWithLambda(inner) => self.rewrite_function_call_with_lambda(*inner),
-                ExprImpl::AggCall(inner) => self.rewrite_agg_call(*inner),
-                ExprImpl::Subquery(inner) => self.rewrite_subquery(*inner),
-                ExprImpl::CorrelatedInputRef(inner) => self.rewrite_correlated_input_ref(*inner),
-                ExprImpl::TableFunction(inner) => self.rewrite_table_function(*inner),
-                ExprImpl::WindowFunction(inner) => self.rewrite_window_function(*inner),
-                ExprImpl::UserDefinedFunction(inner) => self.rewrite_user_defined_function(*inner),
-                ExprImpl::Parameter(_) => unreachable!("Parameter should not appear here. It will be replaced by a literal before this step."),
-                ExprImpl::Now(inner) => self.rewrite_now(*inner),
-            }
+            default_rewrite_expr(self, expr)
         }
     }
 }
diff --git a/src/frontend/src/optimizer/plan_expr_visitor/expr_counter.rs b/src/frontend/src/optimizer/plan_expr_visitor/expr_counter.rs
index 68ce5b93b0441..b636218338c2d 100644
--- a/src/frontend/src/optimizer/plan_expr_visitor/expr_counter.rs
+++ b/src/frontend/src/optimizer/plan_expr_visitor/expr_counter.rs
@@ -14,7 +14,7 @@
 
 use std::collections::HashMap;
 
-use crate::expr::{ExprImpl, ExprType, ExprVisitor, FunctionCall};
+use crate::expr::{default_visit_expr, ExprImpl, ExprType, ExprVisitor, FunctionCall};
 
 /// `ExprCounter` is used by `CseRewriter`.
 #[derive(Default)]
@@ -35,20 +35,7 @@ impl ExprVisitor for CseExprCounter {
             return;
         }
 
-        match expr {
-            ExprImpl::InputRef(inner) => self.visit_input_ref(inner),
-            ExprImpl::Literal(inner) => self.visit_literal(inner),
-            ExprImpl::FunctionCall(inner) => self.visit_function_call(inner),
-            ExprImpl::FunctionCallWithLambda(inner) => self.visit_function_call_with_lambda(inner),
-            ExprImpl::AggCall(inner) => self.visit_agg_call(inner),
-            ExprImpl::Subquery(inner) => self.visit_subquery(inner),
-            ExprImpl::CorrelatedInputRef(inner) => self.visit_correlated_input_ref(inner),
-            ExprImpl::TableFunction(inner) => self.visit_table_function(inner),
-            ExprImpl::WindowFunction(inner) => self.visit_window_function(inner),
-            ExprImpl::UserDefinedFunction(inner) => self.visit_user_defined_function(inner),
-            ExprImpl::Parameter(inner) => self.visit_parameter(inner),
-            ExprImpl::Now(inner) => self.visit_now(inner),
-        }
+        default_visit_expr(self, expr);
     }
 
     fn visit_function_call(&mut self, func_call: &FunctionCall) {
diff --git a/src/frontend/src/optimizer/plan_expr_visitor/strong.rs b/src/frontend/src/optimizer/plan_expr_visitor/strong.rs
index ea55085f5a07a..55d8e3a18adf4 100644
--- a/src/frontend/src/optimizer/plan_expr_visitor/strong.rs
+++ b/src/frontend/src/optimizer/plan_expr_visitor/strong.rs
@@ -289,6 +289,7 @@ impl Strong {
             | ExprType::JsonbPathQueryFirst
             | ExprType::JsonbPopulateRecord
             | ExprType::JsonbToRecord
+            | ExprType::JsonbSet
             | ExprType::Vnode
             | ExprType::Proctime
             | ExprType::PgSleep
@@ -302,6 +303,7 @@ impl Strong {
             | ExprType::PgIndexesSize
             | ExprType::PgRelationSize
             | ExprType::PgGetSerialSequence
+            | ExprType::PgIndexColumnHasProperty
             | ExprType::IcebergTransform
             | ExprType::HasTablePrivilege
             | ExprType::HasAnyColumnPrivilege
diff --git a/src/frontend/src/optimizer/plan_node/convert.rs b/src/frontend/src/optimizer/plan_node/convert.rs
index db961b3b1e20a..6f98073304d8b 100644
--- a/src/frontend/src/optimizer/plan_node/convert.rs
+++ b/src/frontend/src/optimizer/plan_node/convert.rs
@@ -84,11 +84,6 @@ pub fn stream_enforce_eowc_requirement(
             }
             Ok(StreamEowcSort::new(plan, watermark_col_idx).into())
         }
-    } else if !emit_on_window_close && plan.emit_on_window_close() {
-        Err(ErrorCode::InternalError(
-            "Some bad thing happened, the generated plan is not correct.".to_string(),
-        )
-        .into())
     } else {
         Ok(plan)
     }
diff --git a/src/frontend/src/optimizer/plan_node/generic/change_log.rs b/src/frontend/src/optimizer/plan_node/generic/change_log.rs
deleted file mode 100644
index e505a451d824c..0000000000000
--- a/src/frontend/src/optimizer/plan_node/generic/change_log.rs
+++ /dev/null
@@ -1,91 +0,0 @@
-// Copyright 2024 RisingWave Labs
-//
-// Licensed under the Apache License, Version 2.0 (the "License");
-// you may not use this file except in compliance with the License.
-// You may obtain a copy of the License at
-//
-//     http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing, software
-// distributed under the License is distributed on an "AS IS" BASIS,
-// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-// See the License for the specific language governing permissions and
-// limitations under the License.
-
-use pretty_xmlish::{Str, XmlNode};
-use risingwave_common::catalog::{Field, Schema};
-use risingwave_common::util::column_index_mapping::ColIndexMapping;
-
-use super::{DistillUnit, GenericPlanNode};
-use crate::optimizer::plan_node::stream::prelude::GenericPlanRef;
-use crate::optimizer::plan_node::utils::childless_record;
-use crate::optimizer::property::FunctionalDependencySet;
-use crate::utils::ColIndexMappingRewriteExt;
-use crate::OptimizerContextRef;
-
-pub const CHANGE_LOG_OP: &str = "change_log_op";
-pub const _CHANGE_LOG_ROW_ID: &str = "_change_log_row_id";
-#[derive(Debug, Clone, PartialEq, Eq, Hash)]
-pub struct ChangeLog<PlanRef> {
-    pub input: PlanRef,
-    // If there is no op in the output result, it is false, example 'create materialized view mv1 as with sub as changelog from t1 select v1 from sub;'
-    pub need_op: bool,
-    // False before rewrite, true after rewrite
-    pub need_change_log_row_id: bool,
-}
-impl<PlanRef: GenericPlanRef> DistillUnit for ChangeLog<PlanRef> {
-    fn distill_with_name<'a>(&self, name: impl Into<Str<'a>>) -> XmlNode<'a> {
-        childless_record(name, vec![])
-    }
-}
-impl<PlanRef: GenericPlanRef> ChangeLog<PlanRef> {
-    pub fn new(input: PlanRef, need_op: bool, need_change_log_row_id: bool) -> Self {
-        ChangeLog {
-            input,
-            need_op,
-            need_change_log_row_id,
-        }
-    }
-
-    pub fn i2o_col_mapping(&self) -> ColIndexMapping {
-        let mut map = vec![None; self.input.schema().len()];
-        (0..self.input.schema().len()).for_each(|i| map[i] = Some(i));
-        ColIndexMapping::new(map, self.schema().len())
-    }
-}
-impl<PlanRef: GenericPlanRef> GenericPlanNode for ChangeLog<PlanRef> {
-    fn schema(&self) -> Schema {
-        let mut fields = self.input.schema().fields.clone();
-        if self.need_op {
-            fields.push(Field::with_name(
-                risingwave_common::types::DataType::Int16,
-                CHANGE_LOG_OP,
-            ));
-        }
-        if self.need_change_log_row_id {
-            fields.push(Field::with_name(
-                risingwave_common::types::DataType::Serial,
-                _CHANGE_LOG_ROW_ID,
-            ));
-        }
-        Schema::new(fields)
-    }
-
-    fn stream_key(&self) -> Option<Vec<usize>> {
-        if self.need_change_log_row_id {
-            let keys = vec![self.schema().len() - 1];
-            Some(keys)
-        } else {
-            None
-        }
-    }
-
-    fn ctx(&self) -> OptimizerContextRef {
-        self.input.ctx()
-    }
-
-    fn functional_dependency(&self) -> FunctionalDependencySet {
-        let i2o = self.i2o_col_mapping();
-        i2o.rewrite_functional_dependency_set(self.input.functional_dependency().clone())
-    }
-}
diff --git a/src/frontend/src/optimizer/plan_node/generic/mod.rs b/src/frontend/src/optimizer/plan_node/generic/mod.rs
index 26645c9955fca..38efb6fe2a27d 100644
--- a/src/frontend/src/optimizer/plan_node/generic/mod.rs
+++ b/src/frontend/src/optimizer/plan_node/generic/mod.rs
@@ -78,8 +78,10 @@ mod cte_ref;
 pub use cte_ref::*;
 mod recursive_union;
 pub use recursive_union::*;
-mod change_log;
-pub use change_log::*;
+mod changelog;
+pub use changelog::*;
+mod now;
+pub use now::*;
 
 pub trait DistillUnit {
     fn distill_with_name<'a>(&self, name: impl Into<Cow<'a, str>>) -> XmlNode<'a>;
diff --git a/src/frontend/src/optimizer/plan_node/generic/now.rs b/src/frontend/src/optimizer/plan_node/generic/now.rs
new file mode 100644
index 0000000000000..911217d064214
--- /dev/null
+++ b/src/frontend/src/optimizer/plan_node/generic/now.rs
@@ -0,0 +1,106 @@
+// Copyright 2024 RisingWave Labs
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+use educe::Educe;
+use enum_as_inner::EnumAsInner;
+use pretty_xmlish::{Pretty, Str, XmlNode};
+use risingwave_common::catalog::{Field, Schema};
+use risingwave_common::types::{DataType, Interval, Timestamptz};
+
+use super::{DistillUnit, GenericPlanNode};
+use crate::optimizer::plan_node::utils::childless_record;
+use crate::optimizer::property::FunctionalDependencySet;
+use crate::OptimizerContextRef;
+
+#[derive(Debug, Clone, Educe)]
+#[educe(PartialEq, Eq, Hash)]
+pub struct Now {
+    #[educe(PartialEq(ignore))]
+    #[educe(Hash(ignore))]
+    pub ctx: OptimizerContextRef,
+
+    pub mode: Mode,
+}
+
+#[derive(Debug, Clone, PartialEq, Eq, Hash, EnumAsInner)]
+pub enum Mode {
+    /// Emit current timestamp on startup, update it on barrier.
+    UpdateCurrent,
+    /// Generate a series of timestamps starting from `start_timestamp` with `interval`.
+    /// Keep generating new timestamps on barrier.
+    GenerateSeries {
+        start_timestamp: Timestamptz,
+        interval: Interval,
+    },
+}
+
+impl GenericPlanNode for Now {
+    fn functional_dependency(&self) -> crate::optimizer::property::FunctionalDependencySet {
+        FunctionalDependencySet::new(1) // only one column and no dependency
+    }
+
+    fn schema(&self) -> risingwave_common::catalog::Schema {
+        Schema::new(vec![Field {
+            data_type: DataType::Timestamptz,
+            name: String::from(if self.mode.is_update_current() {
+                "now"
+            } else {
+                "ts"
+            }),
+            sub_fields: vec![],
+            type_name: String::default(),
+        }])
+    }
+
+    fn stream_key(&self) -> Option<Vec<usize>> {
+        match self.mode {
+            Mode::UpdateCurrent => Some(vec![]),
+            Mode::GenerateSeries { .. } => Some(vec![0]),
+        }
+    }
+
+    fn ctx(&self) -> OptimizerContextRef {
+        self.ctx.clone()
+    }
+}
+
+impl Now {
+    pub fn update_current(ctx: OptimizerContextRef) -> Self {
+        Self::new_inner(ctx, Mode::UpdateCurrent)
+    }
+
+    pub fn generate_series(
+        ctx: OptimizerContextRef,
+        start_timestamp: Timestamptz,
+        interval: Interval,
+    ) -> Self {
+        Self::new_inner(
+            ctx,
+            Mode::GenerateSeries {
+                start_timestamp,
+                interval,
+            },
+        )
+    }
+
+    fn new_inner(ctx: OptimizerContextRef, mode: Mode) -> Self {
+        Self { ctx, mode }
+    }
+}
+
+impl DistillUnit for Now {
+    fn distill_with_name<'a>(&self, name: impl Into<Str<'a>>) -> XmlNode<'a> {
+        childless_record(name, vec![("mode", Pretty::debug(&self.mode))])
+    }
+}
diff --git a/src/frontend/src/optimizer/plan_node/logical_change_log.rs b/src/frontend/src/optimizer/plan_node/logical_change_log.rs
deleted file mode 100644
index 05dd3f055ef08..0000000000000
--- a/src/frontend/src/optimizer/plan_node/logical_change_log.rs
+++ /dev/null
@@ -1,173 +0,0 @@
-// Copyright 2024 RisingWave Labs
-//
-// Licensed under the Apache License, Version 2.0 (the "License");
-// you may not use this file except in compliance with the License.
-// You may obtain a copy of the License at
-//
-//     http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing, software
-// distributed under the License is distributed on an "AS IS" BASIS,
-// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-// See the License for the specific language governing permissions and
-// limitations under the License.
-
-use itertools::Itertools;
-
-use super::expr_visitable::ExprVisitable;
-use super::generic::{GenericPlanRef, CHANGE_LOG_OP, _CHANGE_LOG_ROW_ID};
-use super::utils::impl_distill_by_unit;
-use super::{
-    gen_filter_and_pushdown, generic, ColPrunable, ColumnPruningContext, ExprRewritable, Logical,
-    LogicalProject, PlanBase, PlanTreeNodeUnary, PredicatePushdown, RewriteStreamContext,
-    StreamChangeLog, StreamRowIdGen, ToBatch, ToStream, ToStreamContext,
-};
-use crate::error::ErrorCode::BindError;
-use crate::error::Result;
-use crate::expr::{ExprImpl, InputRef};
-use crate::optimizer::property::Distribution;
-use crate::utils::{ColIndexMapping, Condition};
-use crate::PlanRef;
-
-#[derive(Debug, Clone, PartialEq, Eq, Hash)]
-pub struct LogicalChangeLog {
-    pub base: PlanBase<Logical>,
-    core: generic::ChangeLog<PlanRef>,
-}
-
-impl LogicalChangeLog {
-    pub fn create(input: PlanRef) -> PlanRef {
-        Self::new(input, true, true).into()
-    }
-
-    pub fn new(input: PlanRef, need_op: bool, need_change_log_row_id: bool) -> Self {
-        let core = generic::ChangeLog::new(input, need_op, need_change_log_row_id);
-        Self::with_core(core)
-    }
-
-    pub fn with_core(core: generic::ChangeLog<PlanRef>) -> Self {
-        let base = PlanBase::new_logical_with_core(&core);
-        LogicalChangeLog { base, core }
-    }
-}
-
-impl PlanTreeNodeUnary for LogicalChangeLog {
-    fn input(&self) -> PlanRef {
-        self.core.input.clone()
-    }
-
-    fn clone_with_input(&self, input: PlanRef) -> Self {
-        Self::new(input, self.core.need_op, self.core.need_change_log_row_id)
-    }
-
-    fn rewrite_with_input(
-        &self,
-        input: PlanRef,
-        input_col_change: ColIndexMapping,
-    ) -> (Self, ColIndexMapping) {
-        let change_log = Self::new(input, self.core.need_op, true);
-        if self.core.need_op {
-            let mut output_vec = input_col_change.to_parts().0.to_vec();
-            let len = input_col_change.to_parts().1;
-            output_vec.push(Some(len));
-            let out_col_change = ColIndexMapping::new(output_vec, len + 1);
-            (change_log, out_col_change)
-        } else {
-            (change_log, input_col_change)
-        }
-    }
-}
-
-impl_plan_tree_node_for_unary! {LogicalChangeLog}
-impl_distill_by_unit!(LogicalChangeLog, core, "LogicalChangeLog");
-
-impl ExprRewritable for LogicalChangeLog {}
-
-impl ExprVisitable for LogicalChangeLog {}
-
-impl PredicatePushdown for LogicalChangeLog {
-    fn predicate_pushdown(
-        &self,
-        predicate: Condition,
-        ctx: &mut super::PredicatePushdownContext,
-    ) -> PlanRef {
-        gen_filter_and_pushdown(self, predicate, Condition::true_cond(), ctx)
-    }
-}
-
-impl ColPrunable for LogicalChangeLog {
-    fn prune_col(&self, required_cols: &[usize], ctx: &mut ColumnPruningContext) -> PlanRef {
-        let fields = self.schema().fields();
-        let mut need_op = false;
-        let mut need_change_log_row_id = false;
-        let new_required_cols: Vec<_> = required_cols
-            .iter()
-            .filter_map(|a| {
-                if let Some(f) = fields.get(*a) {
-                    if f.name == CHANGE_LOG_OP {
-                        need_op = true;
-                        None
-                    } else if f.name == _CHANGE_LOG_ROW_ID {
-                        need_change_log_row_id = true;
-                        None
-                    } else {
-                        Some(*a)
-                    }
-                } else {
-                    Some(*a)
-                }
-            })
-            .collect();
-
-        let new_input = self.input().prune_col(&new_required_cols, ctx);
-        Self::new(new_input, need_op, need_change_log_row_id).into()
-    }
-}
-
-impl ToBatch for LogicalChangeLog {
-    fn to_batch(&self) -> Result<PlanRef> {
-        Err(BindError("With changelog cte only support with create mv/sink".to_string()).into())
-    }
-}
-
-impl ToStream for LogicalChangeLog {
-    fn to_stream(&self, ctx: &mut ToStreamContext) -> Result<PlanRef> {
-        let new_input = self.input().to_stream(ctx)?;
-
-        let mut new_logical = self.core.clone();
-        new_logical.input = new_input;
-        let plan = StreamChangeLog::new(new_logical).into();
-        let row_id_index = self.schema().fields().len() - 1;
-        let plan = StreamRowIdGen::new_with_dist(
-            plan,
-            row_id_index,
-            Distribution::HashShard(vec![row_id_index]),
-        )
-        .into();
-
-        Ok(plan)
-    }
-
-    fn logical_rewrite_for_stream(
-        &self,
-        ctx: &mut RewriteStreamContext,
-    ) -> Result<(PlanRef, ColIndexMapping)> {
-        let original_schema = self.input().schema().clone();
-        let (input, input_col_change) = self.input().logical_rewrite_for_stream(ctx)?;
-        let exprs = (0..original_schema.len())
-            .map(|x| {
-                ExprImpl::InputRef(
-                    InputRef::new(
-                        input_col_change.map(x),
-                        original_schema.fields[x].data_type.clone(),
-                    )
-                    .into(),
-                )
-            })
-            .collect_vec();
-        let project = LogicalProject::new(input.clone(), exprs);
-        let (project, out_col_change) = project.rewrite_with_input(input, input_col_change);
-        let (change_log, out_col_change) = self.rewrite_with_input(project.into(), out_col_change);
-        Ok((change_log.into(), out_col_change))
-    }
-}
diff --git a/src/frontend/src/optimizer/plan_node/logical_filter.rs b/src/frontend/src/optimizer/plan_node/logical_filter.rs
index 4ea9adf7aacac..04cc2cb12a689 100644
--- a/src/frontend/src/optimizer/plan_node/logical_filter.rs
+++ b/src/frontend/src/optimizer/plan_node/logical_filter.rs
@@ -64,27 +64,17 @@ impl LogicalFilter {
         }
     }
 
-    /// Create a `LogicalFilter` to filter the rows with all keys are null.
-    pub fn filter_if_keys_all_null(input: PlanRef, key: &[usize]) -> PlanRef {
+    /// Create a `LogicalFilter` to filter out rows where all keys are null.
+    pub fn filter_out_all_null_keys(input: PlanRef, key: &[usize]) -> PlanRef {
         let schema = input.schema();
-        let cond = key.iter().fold(ExprImpl::literal_bool(false), |expr, i| {
-            ExprImpl::FunctionCall(
-                FunctionCall::new_unchecked(
-                    ExprType::Or,
-                    vec![
-                        expr,
-                        FunctionCall::new_unchecked(
-                            ExprType::IsNotNull,
-                            vec![InputRef::new(*i, schema.fields()[*i].data_type.clone()).into()],
-                            DataType::Boolean,
-                        )
-                        .into(),
-                    ],
-                    DataType::Boolean,
-                )
-                .into(),
+        let cond = ExprImpl::or(key.iter().unique().map(|&i| {
+            FunctionCall::new_unchecked(
+                ExprType::IsNotNull,
+                vec![InputRef::new(i, schema.fields()[i].data_type.clone()).into()],
+                DataType::Boolean,
             )
-        });
+            .into()
+        }));
         LogicalFilter::create_with_expr(input, cond)
     }
 
diff --git a/src/frontend/src/optimizer/plan_node/logical_join.rs b/src/frontend/src/optimizer/plan_node/logical_join.rs
index e9dac0de38b5a..a8a832407ba68 100644
--- a/src/frontend/src/optimizer/plan_node/logical_join.rs
+++ b/src/frontend/src/optimizer/plan_node/logical_join.rs
@@ -1451,7 +1451,7 @@ impl ToStream for LogicalJoin {
                 )
                 .collect_vec();
             let plan: PlanRef = join_with_pk.into();
-            LogicalFilter::filter_if_keys_all_null(plan, &left_right_stream_keys)
+            LogicalFilter::filter_out_all_null_keys(plan, &left_right_stream_keys)
         } else {
             join_with_pk.into()
         };
diff --git a/src/frontend/src/optimizer/plan_node/logical_multi_join.rs b/src/frontend/src/optimizer/plan_node/logical_multi_join.rs
index a30b78d44e00c..a5ae569456336 100644
--- a/src/frontend/src/optimizer/plan_node/logical_multi_join.rs
+++ b/src/frontend/src/optimizer/plan_node/logical_multi_join.rs
@@ -406,7 +406,7 @@ impl LogicalMultiJoin {
     ///        a. a filter with the non eq conditions
     ///        b. a projection which reorders the output column ordering to agree with the
     ///           original ordering of the joins.
-    ///   The filter will then be pushed down by another filter pushdown pass.
+    ///    The filter will then be pushed down by another filter pushdown pass.
     pub(crate) fn heuristic_ordering(&self) -> Result<Vec<usize>> {
         let mut labeller = ConnectedComponentLabeller::new(self.inputs.len());
 
@@ -494,9 +494,9 @@ impl LogicalMultiJoin {
     /// 2. Second, for every isolated node will create connection to every other nodes.
     /// 3. Third, select and merge one node for a iteration, and use a bfs policy for which node the
     ///    selected node merged with.
-    ///   i. The select node mentioned above is the node with least number of relations and the
+    ///    i. The select node mentioned above is the node with least number of relations and the
     ///      lowerst join tree.
-    ///   ii. nodes with a join tree higher than the temporal optimal join tree will be pruned.
+    ///    ii. nodes with a join tree higher than the temporal optimal join tree will be pruned.
     pub fn as_bushy_tree_join(&self) -> Result<PlanRef> {
         let (nodes, condition) = self.get_join_graph()?;
 
diff --git a/src/frontend/src/optimizer/plan_node/logical_now.rs b/src/frontend/src/optimizer/plan_node/logical_now.rs
index f9c33eb3d9cc1..ea34037c8977a 100644
--- a/src/frontend/src/optimizer/plan_node/logical_now.rs
+++ b/src/frontend/src/optimizer/plan_node/logical_now.rs
@@ -14,10 +14,8 @@
 
 use pretty_xmlish::XmlNode;
 use risingwave_common::bail;
-use risingwave_common::catalog::{Field, Schema};
-use risingwave_common::types::DataType;
 
-use super::generic::GenericPlanRef;
+use super::generic::{self, GenericPlanRef, Mode};
 use super::utils::{childless_record, Distill};
 use super::{
     ColPrunable, ColumnPruningContext, ExprRewritable, Logical, LogicalFilter, PlanBase, PlanRef,
@@ -26,30 +24,25 @@ use super::{
 use crate::error::Result;
 use crate::optimizer::plan_node::expr_visitable::ExprVisitable;
 use crate::optimizer::plan_node::utils::column_names_pretty;
-use crate::optimizer::property::FunctionalDependencySet;
 use crate::utils::ColIndexMapping;
-use crate::OptimizerContextRef;
 
 #[derive(Debug, Clone, PartialEq, Eq, Hash)]
 pub struct LogicalNow {
     pub base: PlanBase<Logical>,
+    core: generic::Now,
 }
 
 impl LogicalNow {
-    pub fn new(ctx: OptimizerContextRef) -> Self {
-        let schema = Schema::new(vec![Field {
-            data_type: DataType::Timestamptz,
-            name: String::from("now"),
-            sub_fields: vec![],
-            type_name: String::default(),
-        }]);
-        let base = PlanBase::new_logical(
-            ctx,
-            schema,
-            Some(vec![]),
-            FunctionalDependencySet::default(),
-        );
-        Self { base }
+    pub fn new(core: generic::Now) -> Self {
+        let base = PlanBase::new_logical_with_core(&core);
+        Self { base, core }
+    }
+
+    pub fn max_one_row(&self) -> bool {
+        match self.core.mode {
+            Mode::UpdateCurrent => true,
+            Mode::GenerateSeries { .. } => false,
+        }
     }
 }
 
@@ -91,7 +84,7 @@ impl ToStream for LogicalNow {
 
     /// `to_stream` is equivalent to `to_stream_with_dist_required(RequiredDist::Any)`
     fn to_stream(&self, _ctx: &mut ToStreamContext) -> Result<PlanRef> {
-        Ok(StreamNow::new(self.clone(), self.ctx()).into())
+        Ok(StreamNow::new(self.core.clone()).into())
     }
 }
 
diff --git a/src/frontend/src/optimizer/plan_node/logical_over_window.rs b/src/frontend/src/optimizer/plan_node/logical_over_window.rs
index cf130b57bac94..bd38569397992 100644
--- a/src/frontend/src/optimizer/plan_node/logical_over_window.rs
+++ b/src/frontend/src/optimizer/plan_node/logical_over_window.rs
@@ -694,6 +694,17 @@ impl ToStream for LogicalOverWindow {
         } else {
             // General (Emit-On-Update) case
 
+            if self
+                .window_functions()
+                .iter()
+                .any(|f| f.frame.bounds.is_session())
+            {
+                bail_not_implemented!(
+                    "Session frame is not yet supported in general streaming mode. \
+                    Please consider using Emit-On-Window-Close mode."
+                );
+            }
+
             // TODO(rc): Let's not introduce too many cases at once. Later we may decide to support
             // empty PARTITION BY by simply removing the following check.
             let partition_key_indices = self.window_functions()[0]
diff --git a/src/frontend/src/optimizer/plan_node/logical_project_set.rs b/src/frontend/src/optimizer/plan_node/logical_project_set.rs
index 6f31b35a21ee0..8f6966ece6c70 100644
--- a/src/frontend/src/optimizer/plan_node/logical_project_set.rs
+++ b/src/frontend/src/optimizer/plan_node/logical_project_set.rs
@@ -22,7 +22,7 @@ use super::{
     LogicalProject, PlanBase, PlanRef, PlanTreeNodeUnary, PredicatePushdown, StreamProjectSet,
     ToBatch, ToStream,
 };
-use crate::error::Result;
+use crate::error::{ErrorCode, Result};
 use crate::expr::{
     collect_input_refs, Expr, ExprImpl, ExprRewriter, ExprVisitor, FunctionCall, InputRef,
     TableFunction,
@@ -400,6 +400,16 @@ impl ToStream for LogicalProjectSet {
     // TODO: implement to_stream_with_dist_required like LogicalProject
 
     fn to_stream(&self, ctx: &mut ToStreamContext) -> Result<PlanRef> {
+        if self.select_list().iter().any(|item| item.has_now()) {
+            // User may use `now()` in table function in a wrong way, because we allow `now()` in `FROM` clause.
+            return Err(ErrorCode::NotSupported(
+                "General `now()` function in streaming queries".to_string(),
+                "Streaming `now()` is currently only supported in GenerateSeries and TemporalFilter patterns."
+                .to_string(),
+            )
+            .into());
+        }
+
         let new_input = self.input().to_stream(ctx)?;
         let mut new_logical = self.core.clone();
         new_logical.input = new_input;
diff --git a/src/frontend/src/optimizer/plan_node/logical_source.rs b/src/frontend/src/optimizer/plan_node/logical_source.rs
index 0310fdbbd439b..918db2919e626 100644
--- a/src/frontend/src/optimizer/plan_node/logical_source.rs
+++ b/src/frontend/src/optimizer/plan_node/logical_source.rs
@@ -70,6 +70,12 @@ impl LogicalSource {
         ctx: OptimizerContextRef,
         as_of: Option<AsOf>,
     ) -> Result<Self> {
+        // XXX: should we reorder the columns?
+        // The order may be strange if the schema is changed, e.g., [foo:Varchar, _rw_kafka_timestamp:Timestamptz, _row_id:Serial, bar:Int32]
+        // related: https://github.com/risingwavelabs/risingwave/issues/16486
+        // The order does not matter much. The columns field is essentially a map indexed by the column id.
+        // It will affect what users will see in `SELECT *`.
+        // But not sure if we rely on the position of hidden column like `_row_id` somewhere. For `projected_row_id` we do so...
         let core = generic::Source {
             catalog: source_catalog,
             column_catalog,
diff --git a/src/frontend/src/optimizer/plan_node/mod.rs b/src/frontend/src/optimizer/plan_node/mod.rs
index fa5ad199c0f19..295afd0762167 100644
--- a/src/frontend/src/optimizer/plan_node/mod.rs
+++ b/src/frontend/src/optimizer/plan_node/mod.rs
@@ -696,8 +696,10 @@ impl dyn PlanNode {
     }
 }
 
-const PLAN_DEPTH_THRESHOLD: usize = 30;
-const PLAN_TOO_DEEP_NOTICE: &str = "The plan is too deep. \
+/// Recursion depth threshold for plan node visitor to send notice to user.
+pub const PLAN_DEPTH_THRESHOLD: usize = 30;
+/// Notice message for plan node visitor to send to user when the depth threshold is reached.
+pub const PLAN_TOO_DEEP_NOTICE: &str = "The plan is too deep. \
 Consider simplifying or splitting the query if you encounter any issues.";
 
 impl dyn PlanNode {
@@ -848,7 +850,7 @@ mod batch_values;
 mod logical_agg;
 mod logical_apply;
 mod logical_cdc_scan;
-mod logical_change_log;
+mod logical_changelog;
 mod logical_cte_ref;
 mod logical_dedup;
 mod logical_delete;
@@ -877,7 +879,7 @@ mod logical_topn;
 mod logical_union;
 mod logical_update;
 mod logical_values;
-mod stream_change_log;
+mod stream_changelog;
 mod stream_dedup;
 mod stream_delta_join;
 mod stream_dml;
@@ -951,7 +953,7 @@ pub use batch_values::BatchValues;
 pub use logical_agg::LogicalAgg;
 pub use logical_apply::LogicalApply;
 pub use logical_cdc_scan::LogicalCdcScan;
-pub use logical_change_log::LogicalChangeLog;
+pub use logical_changelog::LogicalChangeLog;
 pub use logical_cte_ref::LogicalCteRef;
 pub use logical_dedup::LogicalDedup;
 pub use logical_delete::LogicalDelete;
@@ -982,7 +984,7 @@ pub use logical_union::LogicalUnion;
 pub use logical_update::LogicalUpdate;
 pub use logical_values::LogicalValues;
 pub use stream_cdc_table_scan::StreamCdcTableScan;
-pub use stream_change_log::StreamChangeLog;
+pub use stream_changelog::StreamChangeLog;
 pub use stream_dedup::StreamDedup;
 pub use stream_delta_join::StreamDeltaJoin;
 pub use stream_dml::StreamDml;
diff --git a/src/frontend/src/optimizer/plan_node/predicate_pushdown.rs b/src/frontend/src/optimizer/plan_node/predicate_pushdown.rs
index af56ae3f76582..b7c429f4f6399 100644
--- a/src/frontend/src/optimizer/plan_node/predicate_pushdown.rs
+++ b/src/frontend/src/optimizer/plan_node/predicate_pushdown.rs
@@ -29,14 +29,14 @@ pub trait PredicatePushdown {
     /// There are three kinds of predicates:
     ///
     /// 1. those can't be pushed down. We just create a `LogicalFilter` for them above the current
-    /// `PlanNode`. i.e.,
+    ///    `PlanNode`. i.e.,
     ///
     ///     ```ignore
     ///     LogicalFilter::create(self.clone().into(), predicate)
     ///     ```
     ///
     /// 2. those can be merged with current `PlanNode` (e.g., `LogicalJoin`). We just merge
-    /// the predicates with the `Condition` of it.
+    ///    the predicates with the `Condition` of it.
     ///
     /// 3. those can be pushed down. We pass them to current `PlanNode`'s input.
     fn predicate_pushdown(
diff --git a/src/frontend/src/optimizer/plan_node/stream_change_log.rs b/src/frontend/src/optimizer/plan_node/stream_change_log.rs
deleted file mode 100644
index 1f91bd16085dc..0000000000000
--- a/src/frontend/src/optimizer/plan_node/stream_change_log.rs
+++ /dev/null
@@ -1,79 +0,0 @@
-// Copyright 2024 RisingWave Labs
-//
-// Licensed under the Apache License, Version 2.0 (the "License");
-// you may not use this file except in compliance with the License.
-// You may obtain a copy of the License at
-//
-//     http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing, software
-// distributed under the License is distributed on an "AS IS" BASIS,
-// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-// See the License for the specific language governing permissions and
-// limitations under the License.
-
-use risingwave_pb::stream_plan::stream_node::PbNodeBody;
-use risingwave_pb::stream_plan::ChangeLogNode;
-
-use super::expr_visitable::ExprVisitable;
-use super::stream::prelude::PhysicalPlanRef;
-use super::stream::StreamPlanRef;
-use super::utils::impl_distill_by_unit;
-use super::{generic, ExprRewritable, PlanBase, PlanTreeNodeUnary, Stream, StreamNode};
-use crate::stream_fragmenter::BuildFragmentGraphState;
-use crate::PlanRef;
-
-#[derive(Debug, Clone, PartialEq, Eq, Hash)]
-pub struct StreamChangeLog {
-    pub base: PlanBase<Stream>,
-    core: generic::ChangeLog<PlanRef>,
-}
-
-impl StreamChangeLog {
-    pub fn new(core: generic::ChangeLog<PlanRef>) -> Self {
-        let input = core.input.clone();
-        let dist = input.distribution().clone();
-        // Filter executor won't change the append-only behavior of the stream.
-        let mut watermark_columns = input.watermark_columns().clone();
-        if core.need_op {
-            watermark_columns.grow(input.watermark_columns().len() + 2);
-        } else {
-            watermark_columns.grow(input.watermark_columns().len() + 1);
-        }
-        let base = PlanBase::new_stream_with_core(
-            &core,
-            dist,
-            input.append_only(),
-            input.emit_on_window_close(),
-            watermark_columns,
-        );
-        StreamChangeLog { base, core }
-    }
-}
-
-impl PlanTreeNodeUnary for StreamChangeLog {
-    fn input(&self) -> PlanRef {
-        self.core.input.clone()
-    }
-
-    fn clone_with_input(&self, input: PlanRef) -> Self {
-        let mut core = self.core.clone();
-        core.input = input;
-        Self::new(core)
-    }
-}
-
-impl_plan_tree_node_for_unary! { StreamChangeLog }
-impl_distill_by_unit!(StreamChangeLog, core, "StreamChangeLog");
-
-impl StreamNode for StreamChangeLog {
-    fn to_stream_prost_body(&self, _state: &mut BuildFragmentGraphState) -> PbNodeBody {
-        PbNodeBody::ChangeLog(ChangeLogNode {
-            need_op: self.core.need_op,
-        })
-    }
-}
-
-impl ExprRewritable for StreamChangeLog {}
-
-impl ExprVisitable for StreamChangeLog {}
diff --git a/src/frontend/src/optimizer/plan_node/stream_now.rs b/src/frontend/src/optimizer/plan_node/stream_now.rs
index d27321c08d06b..22a0d2c5fb0fb 100644
--- a/src/frontend/src/optimizer/plan_node/stream_now.rs
+++ b/src/frontend/src/optimizer/plan_node/stream_now.rs
@@ -14,46 +14,39 @@
 
 use fixedbitset::FixedBitSet;
 use pretty_xmlish::XmlNode;
-use risingwave_common::catalog::{Field, Schema};
-use risingwave_common::types::DataType;
+use risingwave_common::types::Datum;
+use risingwave_common::util::value_encoding::DatumToProtoExt;
+use risingwave_pb::stream_plan::now_node::PbMode as PbNowMode;
 use risingwave_pb::stream_plan::stream_node::NodeBody;
-use risingwave_pb::stream_plan::NowNode;
+use risingwave_pb::stream_plan::{PbNowModeGenerateSeries, PbNowModeUpdateCurrent, PbNowNode};
 
+use super::generic::Mode;
 use super::stream::prelude::*;
 use super::utils::{childless_record, Distill, TableCatalogBuilder};
-use super::{ExprRewritable, LogicalNow, PlanBase, StreamNode};
+use super::{generic, ExprRewritable, PlanBase, StreamNode};
 use crate::optimizer::plan_node::expr_visitable::ExprVisitable;
 use crate::optimizer::plan_node::utils::column_names_pretty;
-use crate::optimizer::property::{Distribution, FunctionalDependencySet};
+use crate::optimizer::property::Distribution;
 use crate::stream_fragmenter::BuildFragmentGraphState;
-use crate::OptimizerContextRef;
 
 #[derive(Debug, Clone, PartialEq, Eq, Hash)]
 pub struct StreamNow {
     pub base: PlanBase<Stream>,
+    core: generic::Now,
 }
 
 impl StreamNow {
-    pub fn new(_logical: LogicalNow, ctx: OptimizerContextRef) -> Self {
-        let schema = Schema::new(vec![Field {
-            data_type: DataType::Timestamptz,
-            name: String::from("now"),
-            sub_fields: vec![],
-            type_name: String::default(),
-        }]);
+    pub fn new(core: generic::Now) -> Self {
         let mut watermark_columns = FixedBitSet::with_capacity(1);
         watermark_columns.set(0, true);
-        let base = PlanBase::new_stream(
-            ctx,
-            schema,
-            Some(vec![]),
-            FunctionalDependencySet::default(),
+        let base = PlanBase::new_stream_with_core(
+            &core,
             Distribution::Single,
-            false,
-            false, // TODO(rc): derive EOWC property from input
+            core.mode.is_generate_series(), // append only
+            core.mode.is_generate_series(), // emit on window close
             watermark_columns,
         );
-        Self { base }
+        Self { base, core }
     }
 }
 
@@ -83,8 +76,18 @@ impl StreamNode for StreamNow {
         let table_catalog = internal_table_catalog_builder
             .build(dist_keys, 0)
             .with_id(state.gen_table_id_wrapped());
-        NodeBody::Now(NowNode {
+        NodeBody::Now(PbNowNode {
             state_table: Some(table_catalog.to_internal_table_prost()),
+            mode: Some(match &self.core.mode {
+                Mode::UpdateCurrent => PbNowMode::UpdateCurrent(PbNowModeUpdateCurrent {}),
+                Mode::GenerateSeries {
+                    start_timestamp,
+                    interval,
+                } => PbNowMode::GenerateSeries(PbNowModeGenerateSeries {
+                    start_timestamp: Some(Datum::Some((*start_timestamp).into()).to_protobuf()),
+                    interval: Some(Datum::Some((*interval).into()).to_protobuf()),
+                }),
+            }),
         })
     }
 }
diff --git a/src/frontend/src/optimizer/plan_node/stream_sink.rs b/src/frontend/src/optimizer/plan_node/stream_sink.rs
index 689bf8cba7e63..49378ab0a53ed 100644
--- a/src/frontend/src/optimizer/plan_node/stream_sink.rs
+++ b/src/frontend/src/optimizer/plan_node/stream_sink.rs
@@ -449,7 +449,7 @@ impl StreamSink {
         let (user_defined_append_only, user_force_append_only, syntax_legacy) = match format_desc {
             Some(f) => (
                 f.format == SinkFormat::AppendOnly,
-                Self::is_user_force_append_only(&WithOptions::from_inner(f.options.clone()))?,
+                Self::is_user_force_append_only(&WithOptions::new(f.options.clone()))?,
                 false,
             ),
             None => (
@@ -470,7 +470,11 @@ impl StreamSink {
             (false, true, false) => {
                 Err(ErrorCode::SinkError(Box::new(Error::new(
                     ErrorKind::InvalidInput,
-                    format!("The sink cannot be append-only. Please add \"force_append_only='true'\" in {} options to force the sink to be append-only. Notice that this will cause the sink executor to drop any UPDATE or DELETE message.", if syntax_legacy { "WITH" } else { "FORMAT ENCODE" }),
+                    format!(
+                        "The sink cannot be append-only. Please add \"force_append_only='true'\" in {} options to force the sink to be append-only. \
+                        Notice that this will cause the sink executor to drop DELETE messages and convert UPDATE messages to INSERT.",
+                        if syntax_legacy { "WITH" } else { "FORMAT ENCODE" }
+                    ),
                 )))
                     .into())
             }
diff --git a/src/frontend/src/optimizer/plan_node/stream_source.rs b/src/frontend/src/optimizer/plan_node/stream_source.rs
index 865d444f8c154..40dbbc469f52e 100644
--- a/src/frontend/src/optimizer/plan_node/stream_source.rs
+++ b/src/frontend/src/optimizer/plan_node/stream_source.rs
@@ -17,6 +17,7 @@ use std::rc::Rc;
 use fixedbitset::FixedBitSet;
 use itertools::Itertools;
 use pretty_xmlish::{Pretty, XmlNode};
+use risingwave_common::catalog::ColumnCatalog;
 use risingwave_common::util::iter_util::ZipEqFast;
 use risingwave_connector::parser::additional_columns::source_add_partition_offset_cols;
 use risingwave_pb::stream_plan::stream_node::PbNodeBody;
@@ -50,10 +51,9 @@ impl StreamSource {
                 &core.column_catalog,
                 &source_catalog.connector_name(),
             );
-            for (existed, mut c) in columns_exist.into_iter().zip_eq_fast(additional_columns) {
-                c.is_hidden = true;
+            for (existed, c) in columns_exist.into_iter().zip_eq_fast(additional_columns) {
                 if !existed {
-                    core.column_catalog.push(c);
+                    core.column_catalog.push(ColumnCatalog::hidden(c));
                 }
             }
         }
diff --git a/src/frontend/src/optimizer/plan_node/stream_source_scan.rs b/src/frontend/src/optimizer/plan_node/stream_source_scan.rs
index 02f794fe55a9f..6d1d75d8e46aa 100644
--- a/src/frontend/src/optimizer/plan_node/stream_source_scan.rs
+++ b/src/frontend/src/optimizer/plan_node/stream_source_scan.rs
@@ -17,7 +17,7 @@ use std::rc::Rc;
 use fixedbitset::FixedBitSet;
 use itertools::Itertools;
 use pretty_xmlish::{Pretty, XmlNode};
-use risingwave_common::catalog::Field;
+use risingwave_common::catalog::{ColumnCatalog, Field};
 use risingwave_common::types::DataType;
 use risingwave_common::util::iter_util::ZipEqFast;
 use risingwave_common::util::sort_util::OrderType;
@@ -62,10 +62,9 @@ impl StreamSourceScan {
                 &core.column_catalog,
                 &source_catalog.connector_name(),
             );
-            for (existed, mut c) in columns_exist.into_iter().zip_eq_fast(additional_columns) {
-                c.is_hidden = true;
+            for (existed, c) in columns_exist.into_iter().zip_eq_fast(additional_columns) {
                 if !existed {
-                    core.column_catalog.push(c);
+                    core.column_catalog.push(ColumnCatalog::hidden(c));
                 }
             }
         }
diff --git a/src/frontend/src/optimizer/plan_node/stream_table_scan.rs b/src/frontend/src/optimizer/plan_node/stream_table_scan.rs
index b72cc5474036b..1e93514f6c0f7 100644
--- a/src/frontend/src/optimizer/plan_node/stream_table_scan.rs
+++ b/src/frontend/src/optimizer/plan_node/stream_table_scan.rs
@@ -147,6 +147,7 @@ impl StreamTableScan {
     ///        | 1002 | Int64(1) | t                   | 10          |
     ///        | 1003 | Int64(1) | t                   | 10          |
     ///        | 1003 | Int64(1) | t                   | 10          |
+    ///
     /// Eventually we should track progress per vnode, to support scaling with both mview and
     /// the corresponding `no_shuffle_backfill`.
     /// However this is not high priority, since we are working on supporting arrangement backfill,
diff --git a/src/frontend/src/optimizer/plan_node/stream_temporal_join.rs b/src/frontend/src/optimizer/plan_node/stream_temporal_join.rs
index aa090143b925b..f94dbba36cb79 100644
--- a/src/frontend/src/optimizer/plan_node/stream_temporal_join.rs
+++ b/src/frontend/src/optimizer/plan_node/stream_temporal_join.rs
@@ -72,7 +72,7 @@ impl StreamTemporalJoin {
         let base = PlanBase::new_stream_with_core(
             &core,
             dist,
-            true,
+            append_only,
             false, // TODO(rc): derive EOWC property from input
             watermark_columns,
         );
diff --git a/src/frontend/src/optimizer/plan_rewriter/mod.rs b/src/frontend/src/optimizer/plan_rewriter/mod.rs
index 81c0809bae86d..360c61d3121b0 100644
--- a/src/frontend/src/optimizer/plan_rewriter/mod.rs
+++ b/src/frontend/src/optimizer/plan_rewriter/mod.rs
@@ -56,11 +56,20 @@ macro_rules! def_rewriter {
         pub trait PlanRewriter {
             paste! {
                 fn rewrite(&mut self, plan: PlanRef) -> PlanRef{
-                    match plan.node_type() {
-                        $(
-                            PlanNodeType::[<$convention $name>] => self.[<rewrite_ $convention:snake _ $name:snake>](plan.downcast_ref::<[<$convention $name>]>().unwrap()),
-                        )*
-                    }
+                    use risingwave_common::util::recursive::{tracker, Recurse};
+                    use crate::session::current::notice_to_user;
+
+                    tracker!().recurse(|t| {
+                        if t.depth_reaches(PLAN_DEPTH_THRESHOLD) {
+                            notice_to_user(PLAN_TOO_DEEP_NOTICE);
+                        }
+
+                        match plan.node_type() {
+                            $(
+                                PlanNodeType::[<$convention $name>] => self.[<rewrite_ $convention:snake _ $name:snake>](plan.downcast_ref::<[<$convention $name>]>().unwrap()),
+                            )*
+                        }
+                    })
                 }
 
                 $(
diff --git a/src/frontend/src/optimizer/plan_visitor/cardinality_visitor.rs b/src/frontend/src/optimizer/plan_visitor/cardinality_visitor.rs
index c81bf539a5713..07459b59b1d5f 100644
--- a/src/frontend/src/optimizer/plan_visitor/cardinality_visitor.rs
+++ b/src/frontend/src/optimizer/plan_visitor/cardinality_visitor.rs
@@ -174,8 +174,12 @@ impl PlanVisitor for CardinalityVisitor {
         }
     }
 
-    fn visit_logical_now(&mut self, _plan: &plan_node::LogicalNow) -> Cardinality {
-        1.into()
+    fn visit_logical_now(&mut self, plan: &plan_node::LogicalNow) -> Cardinality {
+        if plan.max_one_row() {
+            1.into()
+        } else {
+            Cardinality::unknown()
+        }
     }
 
     fn visit_logical_expand(&mut self, plan: &plan_node::LogicalExpand) -> Cardinality {
diff --git a/src/frontend/src/optimizer/plan_visitor/mod.rs b/src/frontend/src/optimizer/plan_visitor/mod.rs
index 6156454fd3e80..63a0484cfdfd5 100644
--- a/src/frontend/src/optimizer/plan_visitor/mod.rs
+++ b/src/frontend/src/optimizer/plan_visitor/mod.rs
@@ -93,11 +93,20 @@ macro_rules! def_visitor {
 
             paste! {
                 fn visit(&mut self, plan: PlanRef) -> Self::Result {
-                    match plan.node_type() {
-                        $(
-                            PlanNodeType::[<$convention $name>] => self.[<visit_ $convention:snake _ $name:snake>](plan.downcast_ref::<[<$convention $name>]>().unwrap()),
-                        )*
-                    }
+                    use risingwave_common::util::recursive::{tracker, Recurse};
+                    use crate::session::current::notice_to_user;
+
+                    tracker!().recurse(|t| {
+                        if t.depth_reaches(PLAN_DEPTH_THRESHOLD) {
+                            notice_to_user(PLAN_TOO_DEEP_NOTICE);
+                        }
+
+                        match plan.node_type() {
+                            $(
+                                PlanNodeType::[<$convention $name>] => self.[<visit_ $convention:snake _ $name:snake>](plan.downcast_ref::<[<$convention $name>]>().unwrap()),
+                            )*
+                        }
+                    })
                 }
 
                 $(
diff --git a/src/frontend/src/optimizer/rule/apply_topn_transpose_rule.rs b/src/frontend/src/optimizer/rule/apply_topn_transpose_rule.rs
index 9a6884b33e9a2..dbdb180b1358c 100644
--- a/src/frontend/src/optimizer/rule/apply_topn_transpose_rule.rs
+++ b/src/frontend/src/optimizer/rule/apply_topn_transpose_rule.rs
@@ -49,7 +49,8 @@ impl Rule for ApplyTopNTransposeRule {
             apply.clone().decompose();
         assert_eq!(join_type, JoinType::Inner);
         let topn: &LogicalTopN = right.as_logical_top_n()?;
-        let (topn_input, limit, offset, with_ties, mut order, group_key) = topn.clone().decompose();
+        let (topn_input, limit, offset, with_ties, mut order, mut group_key) =
+            topn.clone().decompose();
 
         let apply_left_len = left.schema().len();
 
@@ -73,6 +74,7 @@ impl Rule for ApplyTopNTransposeRule {
                 .column_orders
                 .iter_mut()
                 .for_each(|ord| ord.column_index += apply_left_len);
+            group_key.iter_mut().for_each(|idx| *idx += apply_left_len);
             let new_group_key = (0..apply_left_len).chain(group_key).collect_vec();
             LogicalTopN::new(new_apply, limit, offset, with_ties, order, new_group_key)
         };
diff --git a/src/frontend/src/optimizer/rule/intersect_to_semi_join_rule.rs b/src/frontend/src/optimizer/rule/intersect_to_semi_join_rule.rs
index 29ccbc066ec36..1d7d385aec627 100644
--- a/src/frontend/src/optimizer/rule/intersect_to_semi_join_rule.rs
+++ b/src/frontend/src/optimizer/rule/intersect_to_semi_join_rule.rs
@@ -50,14 +50,14 @@ impl Rule for IntersectToSemiJoinRule {
 
 impl IntersectToSemiJoinRule {
     pub(crate) fn gen_null_safe_equal(left: PlanRef, right: PlanRef) -> ExprImpl {
-        (left
+        let arms = (left
             .schema()
             .fields()
             .iter()
             .zip_eq_debug(right.schema().fields())
             .enumerate())
-        .fold(None, |expr, (i, (left_field, right_field))| {
-            let equal = ExprImpl::FunctionCall(Box::new(FunctionCall::new_unchecked(
+        .map(|(i, (left_field, right_field))| {
+            ExprImpl::FunctionCall(Box::new(FunctionCall::new_unchecked(
                 ExprType::IsNotDistinctFrom,
                 vec![
                     ExprImpl::InputRef(Box::new(InputRef::new(i, left_field.data_type()))),
@@ -67,16 +67,9 @@ impl IntersectToSemiJoinRule {
                     ))),
                 ],
                 Boolean,
-            )));
-
-            match expr {
-                None => Some(equal),
-                Some(expr) => Some(ExprImpl::FunctionCall(Box::new(
-                    FunctionCall::new_unchecked(ExprType::And, vec![expr, equal], Boolean),
-                ))),
-            }
-        })
-        .unwrap()
+            )))
+        });
+        ExprImpl::and(arms)
     }
 }
 
diff --git a/src/frontend/src/optimizer/rule/logical_filter_expression_simplify_rule.rs b/src/frontend/src/optimizer/rule/logical_filter_expression_simplify_rule.rs
index ebc724c200481..67f7e40ed3455 100644
--- a/src/frontend/src/optimizer/rule/logical_filter_expression_simplify_rule.rs
+++ b/src/frontend/src/optimizer/rule/logical_filter_expression_simplify_rule.rs
@@ -33,6 +33,7 @@ impl Rule for LogicalFilterExpressionSimplifyRule {
     /// The pattern we aim to optimize, e.g.,
     /// 1. (NOT (e)) OR (e) => True
     /// 2. (NOT (e)) AND (e) => False
+    ///
     /// NOTE: `e` should only contain at most a single column
     /// otherwise we will not conduct the optimization
     fn apply(&self, plan: PlanRef) -> Option<PlanRef> {
@@ -153,6 +154,7 @@ fn check_optimizable_pattern(e1: ExprImpl, e2: ExprImpl) -> (bool, Option<ExprIm
 
 /// 1. True or (...) | (...) or True => True
 /// 2. False and (...) | (...) and False => False
+///
 /// NOTE: the `True` and `False` here not only represent a single `ExprImpl::Literal`
 /// but represent every `ExprImpl` that can be *evaluated* to `ScalarImpl::Bool`
 /// during optimization phase as well
diff --git a/src/frontend/src/optimizer/rule/mod.rs b/src/frontend/src/optimizer/rule/mod.rs
index 9364a6f2b7f5b..fd06402c7497f 100644
--- a/src/frontend/src/optimizer/rule/mod.rs
+++ b/src/frontend/src/optimizer/rule/mod.rs
@@ -92,6 +92,7 @@ pub use top_n_on_index_rule::*;
 mod stream;
 pub use stream::bushy_tree_join_ordering_rule::*;
 pub use stream::filter_with_now_to_join_rule::*;
+pub use stream::generate_series_with_now_rule::*;
 pub use stream::split_now_and_rule::*;
 pub use stream::split_now_or_rule::*;
 pub use stream::stream_project_merge_rule::*;
@@ -203,6 +204,7 @@ macro_rules! for_all_rules {
             , { SplitNowAndRule }
             , { SplitNowOrRule }
             , { FilterWithNowToJoinRule }
+            , { GenerateSeriesWithNowRule }
             , { TopNOnIndexRule }
             , { TrivialProjectToValuesRule }
             , { UnionInputValuesMergeRule }
diff --git a/src/frontend/src/optimizer/rule/stream/filter_with_now_to_join_rule.rs b/src/frontend/src/optimizer/rule/stream/filter_with_now_to_join_rule.rs
index 498696589c81b..cbdb65b4528a5 100644
--- a/src/frontend/src/optimizer/rule/stream/filter_with_now_to_join_rule.rs
+++ b/src/frontend/src/optimizer/rule/stream/filter_with_now_to_join_rule.rs
@@ -18,7 +18,7 @@ use risingwave_pb::plan_common::JoinType;
 use crate::expr::{
     try_derive_watermark, ExprRewriter, FunctionCall, InputRef, WatermarkDerivation,
 };
-use crate::optimizer::plan_node::generic::GenericPlanRef;
+use crate::optimizer::plan_node::generic::{self, GenericPlanRef};
 use crate::optimizer::plan_node::{LogicalFilter, LogicalJoin, LogicalNow};
 use crate::optimizer::rule::{BoxedRule, Rule};
 use crate::optimizer::PlanRef;
@@ -63,7 +63,7 @@ impl Rule for FilterWithNowToJoinRule {
         for now_filter in now_filters {
             new_plan = LogicalJoin::new(
                 new_plan,
-                LogicalNow::new(plan.ctx()).into(),
+                LogicalNow::new(generic::Now::update_current(plan.ctx())).into(),
                 JoinType::LeftSemi,
                 Condition {
                     conjunctions: vec![now_filter.into()],
diff --git a/src/frontend/src/optimizer/rule/stream/generate_series_with_now_rule.rs b/src/frontend/src/optimizer/rule/stream/generate_series_with_now_rule.rs
new file mode 100644
index 0000000000000..665967f6660b0
--- /dev/null
+++ b/src/frontend/src/optimizer/rule/stream/generate_series_with_now_rule.rs
@@ -0,0 +1,86 @@
+// Copyright 2024 RisingWave Labs
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+use risingwave_common::types::DataType;
+use risingwave_pb::expr::table_function::PbType as PbTableFuncType;
+
+use crate::expr::{Expr, ExprRewriter};
+use crate::optimizer::plan_node::{generic, LogicalNow};
+use crate::optimizer::rule::{BoxedRule, Rule};
+use crate::PlanRef;
+
+pub struct GenerateSeriesWithNowRule {}
+impl Rule for GenerateSeriesWithNowRule {
+    fn apply(&self, plan: PlanRef) -> Option<PlanRef> {
+        let ctx = plan.ctx();
+        let table_func = plan.as_logical_table_function()?.table_function();
+
+        if !table_func.args.iter().any(|arg| arg.has_now()) {
+            return None;
+        }
+
+        if !(table_func.function_type == PbTableFuncType::GenerateSeries
+            && table_func.args.len() == 3
+            && table_func.args[0].return_type() == DataType::Timestamptz
+            && table_func.args[1].is_now()
+            && table_func.args[2].return_type() == DataType::Interval)
+        {
+            // only convert `generate_series(const timestamptz, now(), const interval)`
+            ctx.warn_to_user(
+                "`now()` is currently only supported in `generate_series(timestamptz, timestamptz, interval)` function as `stop`. \
+                You may not using it correctly. Please kindly check the document."
+            );
+            return None;
+        }
+
+        let start_timestamp = ctx
+            .session_timezone()
+            .rewrite_expr(table_func.args[0].clone())
+            .try_fold_const()
+            .transpose()
+            .ok()
+            .flatten()
+            .flatten();
+        let interval = ctx
+            .session_timezone()
+            .rewrite_expr(table_func.args[2].clone())
+            .try_fold_const()
+            .transpose()
+            .ok()
+            .flatten()
+            .flatten();
+
+        if start_timestamp.is_none() || interval.is_none() {
+            ctx.warn_to_user(
+                "When using `generate_series` with `now()`, the `start` and `step` must be non-NULL constants",
+            );
+            return None;
+        }
+
+        Some(
+            LogicalNow::new(generic::Now::generate_series(
+                ctx,
+                start_timestamp.unwrap().into_timestamptz(),
+                interval.unwrap().into_interval(),
+            ))
+            .into(),
+        )
+    }
+}
+
+impl GenerateSeriesWithNowRule {
+    pub fn create() -> BoxedRule {
+        Box::new(Self {})
+    }
+}
diff --git a/src/frontend/src/optimizer/rule/stream/mod.rs b/src/frontend/src/optimizer/rule/stream/mod.rs
index cc86298e766e8..539d9048cff60 100644
--- a/src/frontend/src/optimizer/rule/stream/mod.rs
+++ b/src/frontend/src/optimizer/rule/stream/mod.rs
@@ -14,6 +14,7 @@
 
 pub(crate) mod bushy_tree_join_ordering_rule;
 pub(crate) mod filter_with_now_to_join_rule;
+pub(crate) mod generate_series_with_now_rule;
 pub(crate) mod split_now_and_rule;
 pub(crate) mod split_now_or_rule;
 pub(crate) mod stream_project_merge_rule;
diff --git a/src/frontend/src/optimizer/rule/stream/split_now_or_rule.rs b/src/frontend/src/optimizer/rule/stream/split_now_or_rule.rs
index 36c88211848a1..ea63119980f90 100644
--- a/src/frontend/src/optimizer/rule/stream/split_now_or_rule.rs
+++ b/src/frontend/src/optimizer/rule/stream/split_now_or_rule.rs
@@ -57,7 +57,7 @@ impl Rule for SplitNowOrRule {
             return None;
         }
 
-        let (mut now, others): (Vec<ExprImpl>, Vec<ExprImpl>) =
+        let (now, others): (Vec<ExprImpl>, Vec<ExprImpl>) =
             disjunctions.into_iter().partition(|x| x.count_nows() != 0);
 
         // Only support now in one arm of disjunctions
@@ -70,22 +70,10 @@ impl Rule for SplitNowOrRule {
         // + A & !B & !C ... &!Z
         // + B | C ... | Z
 
-        let mut arm1 = now.pop().unwrap();
-        for pred in &others {
-            let not_pred: ExprImpl =
-                FunctionCall::new_unchecked(ExprType::Not, vec![pred.clone()], DataType::Boolean)
-                    .into();
-            arm1 =
-                FunctionCall::new_unchecked(ExprType::And, vec![arm1, not_pred], DataType::Boolean)
-                    .into();
-        }
-
-        let arm2 = others
-            .into_iter()
-            .reduce(|a, b| {
-                FunctionCall::new_unchecked(ExprType::Or, vec![a, b], DataType::Boolean).into()
-            })
-            .unwrap();
+        let arm1 = ExprImpl::and(now.into_iter().chain(others.iter().map(|pred| {
+            FunctionCall::new_unchecked(ExprType::Not, vec![pred.clone()], DataType::Boolean).into()
+        })));
+        let arm2 = ExprImpl::or(others);
 
         let share = LogicalShare::create(input);
         let filter1 = LogicalFilter::create_with_expr(share.clone(), arm1);
diff --git a/src/frontend/src/planner/change_log.rs b/src/frontend/src/planner/change_log.rs
deleted file mode 100644
index d01fe71f74990..0000000000000
--- a/src/frontend/src/planner/change_log.rs
+++ /dev/null
@@ -1,25 +0,0 @@
-// Copyright 2024 RisingWave Labs
-//
-// Licensed under the Apache License, Version 2.0 (the "License");
-// you may not use this file except in compliance with the License.
-// You may obtain a copy of the License at
-//
-//     http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing, software
-// distributed under the License is distributed on an "AS IS" BASIS,
-// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-// See the License for the specific language governing permissions and
-// limitations under the License.
-use crate::binder::Relation;
-use crate::error::Result;
-use crate::optimizer::plan_node::LogicalChangeLog;
-use crate::{PlanRef, Planner};
-
-impl Planner {
-    pub(super) fn plan_change_log(&mut self, relation: Relation) -> Result<PlanRef> {
-        let root = self.plan_relation(relation)?;
-        let plan = LogicalChangeLog::create(root);
-        Ok(plan)
-    }
-}
diff --git a/src/frontend/src/planner/mod.rs b/src/frontend/src/planner/mod.rs
index 2dc76a671b9e6..7ccbb905cb47d 100644
--- a/src/frontend/src/planner/mod.rs
+++ b/src/frontend/src/planner/mod.rs
@@ -18,7 +18,7 @@ use crate::binder::{BoundStatement, ShareId};
 use crate::error::Result;
 use crate::optimizer::{OptimizerContextRef, PlanRoot};
 
-mod change_log;
+mod changelog;
 mod delete;
 mod insert;
 mod query;
diff --git a/src/frontend/src/planner/relation.rs b/src/frontend/src/planner/relation.rs
index b8d27d2d9bc00..7941d2837a068 100644
--- a/src/frontend/src/planner/relation.rs
+++ b/src/frontend/src/planner/relation.rs
@@ -246,7 +246,7 @@ impl Planner {
             ),
             BoundShareInput::ChangeLog(relation) => {
                 let id = share.share_id;
-                let result = self.plan_change_log(relation)?;
+                let result = self.plan_changelog(relation)?;
                 let logical_share = LogicalShare::create(result);
                 self.share_cache.insert(id, logical_share.clone());
                 Ok(logical_share)
diff --git a/src/frontend/src/scheduler/distributed/stage.rs b/src/frontend/src/scheduler/distributed/stage.rs
index c727d2e61b1ff..8b7e07a0aefcd 100644
--- a/src/frontend/src/scheduler/distributed/stage.rs
+++ b/src/frontend/src/scheduler/distributed/stage.rs
@@ -94,7 +94,7 @@ pub enum StageEvent {
         reason: SchedulerError,
     },
     /// All tasks in stage finished.
-    Completed(StageId),
+    Completed(#[allow(dead_code)] StageId),
 }
 
 #[derive(Clone)]
diff --git a/src/frontend/src/scheduler/task_context.rs b/src/frontend/src/scheduler/task_context.rs
index e8aafc440f289..fff154d8a196e 100644
--- a/src/frontend/src/scheduler/task_context.rs
+++ b/src/frontend/src/scheduler/task_context.rs
@@ -94,6 +94,10 @@ impl BatchTaskContext for FrontendBatchTaskContext {
         self.session.env().source_metrics()
     }
 
+    fn spill_metrics(&self) -> Arc<risingwave_batch::monitor::BatchSpillMetrics> {
+        self.session.env().spill_metrics()
+    }
+
     fn create_executor_mem_context(&self, _executor_id: &str) -> MemoryContext {
         MemoryContext::new(Some(self.mem_context.clone()), TrAdderAtomic::new(0))
     }
diff --git a/src/frontend/src/session.rs b/src/frontend/src/session.rs
index 04e6d7fb4e294..a400f59cd66b2 100644
--- a/src/frontend/src/session.rs
+++ b/src/frontend/src/session.rs
@@ -20,6 +20,7 @@ use std::sync::atomic::{AtomicI32, Ordering};
 use std::sync::{Arc, Weak};
 use std::time::{Duration, Instant};
 
+use anyhow::anyhow;
 use bytes::Bytes;
 use either::Either;
 use parking_lot::{Mutex, RwLock, RwLockReadGuard};
@@ -34,6 +35,8 @@ use pgwire::pg_server::{
 };
 use pgwire::types::{Format, FormatIterator};
 use rand::RngCore;
+use risingwave_batch::monitor::{BatchSpillMetrics, GLOBAL_BATCH_SPILL_METRICS};
+use risingwave_batch::spill::spill_op::SpillOp;
 use risingwave_batch::task::{ShutdownSender, ShutdownToken};
 use risingwave_batch::worker_manager::worker_node_manager::{
     WorkerNodeManager, WorkerNodeManagerRef,
@@ -145,6 +148,9 @@ pub struct FrontendEnv {
 
     source_metrics: Arc<SourceMetrics>,
 
+    /// Batch spill metrics
+    spill_metrics: Arc<BatchSpillMetrics>,
+
     batch_config: BatchConfig,
     meta_config: MetaConfig,
     streaming_config: StreamingConfig,
@@ -224,6 +230,7 @@ impl FrontendEnv {
             meta_config: MetaConfig::default(),
             streaming_config: StreamingConfig::default(),
             source_metrics: Arc::new(SourceMetrics::default()),
+            spill_metrics: BatchSpillMetrics::for_test(),
             creating_streaming_job_tracker: Arc::new(creating_streaming_tracker),
             compute_runtime,
             mem_context: MemoryContext::none(),
@@ -336,6 +343,7 @@ impl FrontendEnv {
 
         let frontend_metrics = Arc::new(GLOBAL_FRONTEND_METRICS.clone());
         let source_metrics = Arc::new(GLOBAL_SOURCE_METRICS.clone());
+        let spill_metrics = Arc::new(GLOBAL_BATCH_SPILL_METRICS.clone());
 
         if config.server.metrics_level > MetricLevel::Disabled {
             MetricsManager::boot_metrics_service(opts.prometheus_listener_addr.clone());
@@ -401,6 +409,12 @@ impl FrontendEnv {
         });
         join_handles.push(join_handle);
 
+        // Clean up the spill directory.
+        #[cfg(not(madsim))]
+        SpillOp::clean_spill_directory()
+            .await
+            .map_err(|err| anyhow!(err))?;
+
         let total_memory_bytes = resource_util::memory::system_memory_available_bytes();
         let heap_profiler =
             HeapProfiler::new(total_memory_bytes, config.server.heap_profiling.clone());
@@ -427,6 +441,7 @@ impl FrontendEnv {
                 server_addr: frontend_address,
                 client_pool,
                 frontend_metrics,
+                spill_metrics,
                 sessions_map,
                 batch_config,
                 meta_config,
@@ -523,6 +538,10 @@ impl FrontendEnv {
         self.source_metrics.clone()
     }
 
+    pub fn spill_metrics(&self) -> Arc<BatchSpillMetrics> {
+        self.spill_metrics.clone()
+    }
+
     pub fn creating_streaming_job_tracker(&self) -> &StreamingJobTrackerRef {
         &self.creating_streaming_job_tracker
     }
diff --git a/src/frontend/src/utils/with_options.rs b/src/frontend/src/utils/with_options.rs
index 3ee50276e5d10..a6984d687bc74 100644
--- a/src/frontend/src/utils/with_options.rs
+++ b/src/frontend/src/utils/with_options.rs
@@ -12,13 +12,14 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::{BTreeMap, HashMap};
+use std::collections::BTreeMap;
 use std::num::NonZeroU32;
 
 use risingwave_connector::source::kafka::private_link::{
     insert_privatelink_broker_rewrite_map, CONNECTION_NAME_KEY, PRIVATELINK_ENDPOINT_KEY,
 };
 use risingwave_connector::WithPropertiesExt;
+use risingwave_pb::secret::PbSecretRef;
 use risingwave_sqlparser::ast::{
     CreateConnectionStatement, CreateSinkStatement, CreateSourceStatement,
     CreateSubscriptionStatement, SqlOption, Statement, Value,
@@ -35,7 +36,7 @@ mod options {
     pub const RETENTION_SECONDS: &str = "retention_seconds";
 }
 
-/// Options or properties extracted from the `WITH` clause of DDLs.
+/// Options or properties extracted fro m the `WITH` clause of DDLs.
 #[derive(Default, Clone, Debug, PartialEq, Eq, Hash)]
 pub struct WithOptions {
     inner: BTreeMap<String, String>,
@@ -56,17 +57,13 @@ impl std::ops::DerefMut for WithOptions {
 }
 
 impl WithOptions {
-    /// Create a new [`WithOptions`] from a [`HashMap`].
-    pub fn new(inner: HashMap<String, String>) -> Self {
+    /// Create a new [`WithOptions`] from a [`BTreeMap`].
+    pub fn new(inner: BTreeMap<String, String>) -> Self {
         Self {
             inner: inner.into_iter().collect(),
         }
     }
 
-    pub fn from_inner(inner: BTreeMap<String, String>) -> Self {
-        Self { inner }
-    }
-
     /// Get the reference of the inner map.
     pub fn inner(&self) -> &BTreeMap<String, String> {
         &self.inner
@@ -82,10 +79,13 @@ impl WithOptions {
     }
 
     /// Convert to connector props, remove the key-value pairs used in the top-level.
-    pub fn into_connector_props(self) -> HashMap<String, String> {
+    pub fn into_connector_props(self) -> BTreeMap<String, String> {
         self.inner
             .into_iter()
-            .filter(|(key, _)| key != OverwriteOptions::STREAMING_RATE_LIMIT_KEY)
+            .filter(|(key, _)| {
+                key != OverwriteOptions::STREAMING_RATE_LIMIT_KEY
+                    && key != options::RETENTION_SECONDS
+            })
             .collect()
     }
 
@@ -123,10 +123,10 @@ impl WithOptions {
 pub(crate) fn resolve_secret_in_with_options(
     _with_options: &mut WithOptions,
     _session: &SessionImpl,
-) -> RwResult<HashMap<String, u32>> {
+) -> RwResult<BTreeMap<String, PbSecretRef>> {
     // todo: implement the function and take `resolve_privatelink_in_with_option` as reference
 
-    Ok(HashMap::new())
+    Ok(BTreeMap::new())
 }
 
 pub(crate) fn resolve_privatelink_in_with_option(
diff --git a/src/java_binding/Cargo.toml b/src/java_binding/Cargo.toml
index 477f19878cbd9..0966b700a713f 100644
--- a/src/java_binding/Cargo.toml
+++ b/src/java_binding/Cargo.toml
@@ -10,13 +10,32 @@ ignored = ["workspace-hack"]
 normal = ["workspace-hack"]
 
 [dependencies]
+anyhow = "1"
+bytes = "1"
+cfg-or-panic = "0.2"
+foyer ={ workspace = true }
+futures = { version = "0.3", default-features = false, features = ["alloc"] }
 jni = "0.21.1"
 prost = { workspace = true }
 risingwave_common = { workspace = true }
+risingwave_hummock_sdk = { workspace = true }
 risingwave_jni_core = { workspace = true }
+risingwave_object_store = { workspace = true }
 risingwave_pb = { workspace = true }
+risingwave_storage = { workspace = true }
+rw_futures_util = { workspace = true }
 serde = { version = "1.0", features = ["derive"] }
 serde_json = "1.0"
+tokio = { version = "0.2", package = "madsim-tokio", features = [
+    "fs",
+    "rt",
+    "rt-multi-thread",
+    "sync",
+    "macros",
+    "time",
+    "signal",
+] }
+tracing = "0.1"
 
 [dev-dependencies]
 risingwave_expr = { workspace = true }
diff --git a/src/jni_core/src/hummock_iterator.rs b/src/java_binding/src/hummock_iterator.rs
similarity index 85%
rename from src/jni_core/src/hummock_iterator.rs
rename to src/java_binding/src/hummock_iterator.rs
index 4fc6bce57e6e0..5cfeb0ecf7e04 100644
--- a/src/jni_core/src/hummock_iterator.rs
+++ b/src/java_binding/src/hummock_iterator.rs
@@ -14,9 +14,10 @@
 
 use std::sync::Arc;
 
+use anyhow::anyhow;
 use bytes::Bytes;
 use foyer::HybridCacheBuilder;
-use futures::{Stream, TryFutureExt, TryStreamExt};
+use futures::{TryFutureExt, TryStreamExt};
 use risingwave_common::catalog::ColumnDesc;
 use risingwave_common::config::{MetricLevel, ObjectStoreConfig};
 use risingwave_common::hash::VirtualNode;
@@ -25,6 +26,7 @@ use risingwave_common::util::value_encoding::column_aware_row_encoding::ColumnAw
 use risingwave_common::util::value_encoding::{BasicSerde, EitherSerde, ValueRowDeserializer};
 use risingwave_hummock_sdk::key::{prefixed_range_with_vnode, TableKeyRange};
 use risingwave_hummock_sdk::version::HummockVersion;
+use risingwave_jni_core::HummockJavaBindingIterator;
 use risingwave_object_store::object::build_remote_object_store;
 use risingwave_object_store::object::object_metrics::ObjectStoreMetrics;
 use risingwave_pb::java_binding::key_range::Bound;
@@ -39,35 +41,34 @@ use risingwave_storage::hummock::{
 use risingwave_storage::monitor::{global_hummock_state_store_metrics, HummockStateStoreMetrics};
 use risingwave_storage::row_serde::value_serde::ValueRowSerdeNew;
 use risingwave_storage::store::{ReadOptions, StateStoreIterExt};
-use risingwave_storage::table::KeyedRow;
 use rw_futures_util::select_all;
 use tokio::sync::mpsc::unbounded_channel;
 
-type SelectAllIterStream = impl Stream<Item = StorageResult<KeyedRow<Bytes>>> + Unpin;
-type SingleIterStream = impl Stream<Item = StorageResult<KeyedRow<Bytes>>>;
+type SingleIterStream = HummockJavaBindingIterator;
 
-fn select_all_vnode_stream(streams: Vec<SingleIterStream>) -> SelectAllIterStream {
-    select_all(streams.into_iter().map(Box::pin))
+fn select_all_vnode_stream(streams: Vec<SingleIterStream>) -> HummockJavaBindingIterator {
+    Box::pin(select_all(streams))
 }
 
 fn to_deserialized_stream(
     iter: HummockStorageIterator,
     row_serde: EitherSerde,
 ) -> SingleIterStream {
-    iter.into_stream(move |(key, value)| {
-        Ok(KeyedRow::new(
-            key.user_key.table_key.copy_into(),
-            row_serde.deserialize(value).map(OwnedRow::new)?,
-        ))
-    })
+    Box::pin(
+        iter.into_stream(move |(key, value)| {
+            Ok((
+                Bytes::copy_from_slice(key.user_key.table_key.0),
+                row_serde.deserialize(value).map(OwnedRow::new)?,
+            ))
+        })
+        .map_err(|e| anyhow!(e)),
+    )
 }
 
-pub struct HummockJavaBindingIterator {
-    stream: SelectAllIterStream,
-}
-
-impl HummockJavaBindingIterator {
-    pub async fn new(read_plan: ReadPlan) -> StorageResult<Self> {
+pub(crate) async fn new_hummock_java_binding_iter(
+    read_plan: ReadPlan,
+) -> StorageResult<HummockJavaBindingIterator> {
+    {
         // Note(bugen): should we forward the implementation to the `StorageTable`?
         let object_store = Arc::new(
             build_remote_object_store(
@@ -79,7 +80,7 @@ impl HummockJavaBindingIterator {
             .await,
         );
 
-        let meta_cache_v2 = HybridCacheBuilder::new()
+        let meta_cache = HybridCacheBuilder::new()
             .memory(1 << 10)
             .with_shards(2)
             .storage()
@@ -87,7 +88,7 @@ impl HummockJavaBindingIterator {
             .map_err(HummockError::foyer_error)
             .map_err(StorageError::from)
             .await?;
-        let block_cache_v2 = HybridCacheBuilder::new()
+        let block_cache = HybridCacheBuilder::new()
             .memory(1 << 10)
             .with_shards(2)
             .storage()
@@ -105,8 +106,9 @@ impl HummockJavaBindingIterator {
             state_store_metrics: Arc::new(global_hummock_state_store_metrics(
                 MetricLevel::Disabled,
             )),
-            meta_cache_v2,
-            block_cache_v2,
+            use_new_object_prefix_strategy: read_plan.use_new_object_prefix_strategy,
+            meta_cache,
+            block_cache,
         }));
         let reader = HummockVersionReader::new(
             sstable_store,
@@ -170,11 +172,7 @@ impl HummockJavaBindingIterator {
 
         let stream = select_all_vnode_stream(streams);
 
-        Ok(Self { stream })
-    }
-
-    pub async fn next(&mut self) -> StorageResult<Option<KeyedRow<Bytes>>> {
-        self.stream.try_next().await
+        Ok(stream)
     }
 }
 
diff --git a/src/java_binding/src/lib.rs b/src/java_binding/src/lib.rs
index ef5bb228b0cab..4fd089918bd5b 100644
--- a/src/java_binding/src/lib.rs
+++ b/src/java_binding/src/lib.rs
@@ -12,16 +12,83 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
+#![feature(type_alias_impl_trait)]
+#![feature(try_blocks)]
+
+mod hummock_iterator;
 use std::ffi::c_void;
+use std::ops::Deref;
 
+use anyhow::anyhow;
+use cfg_or_panic::cfg_or_panic;
+use jni::objects::JByteArray;
 use jni::sys::{jint, JNI_VERSION_1_2};
-use jni::JavaVM;
-use risingwave_jni_core::register_native_method_for_jvm;
+use jni::{JNIEnv, JavaVM};
+use prost::Message;
+use risingwave_common::error::AsReport;
+use risingwave_jni_core::jvm_runtime::{jvm_env, register_java_binding_native_methods};
+use risingwave_jni_core::{
+    execute_and_catch, gen_class_name, to_guarded_slice, EnvParam, JavaBindingIterator, Pointer,
+    JAVA_BINDING_ASYNC_RUNTIME,
+};
+
+use crate::hummock_iterator::new_hummock_java_binding_iter;
+
+fn register_hummock_java_binding_native_methods(
+    env: &mut JNIEnv<'_>,
+) -> Result<(), jni::errors::Error> {
+    let binding_class = env
+        .find_class(gen_class_name!(com.risingwave.java.binding.HummockIterator))
+        .inspect_err(|e| tracing::error!(error = ?e.as_report(), "jvm find class error"))?;
+    macro_rules! gen_native_method_array {
+        () => {{
+            risingwave_jni_core::split_extract_plain_native_methods! {{long iteratorNewHummock(byte[] readPlan);}, gen_native_method_array}
+        }};
+        ({$({ $func_name:ident, {$($ret:tt)+}, {$($args:tt)*} })*}) => {
+            [
+                $(
+                    risingwave_jni_core::gen_native_method_entry! {
+                        Java_com_risingwave_java_binding_HummockIterator_, $func_name, {$($ret)+}, {$($args)*}
+                    },
+                )*
+            ]
+        }
+    }
+    env.register_native_methods(binding_class, &gen_native_method_array!())
+        .inspect_err(
+            |e| tracing::error!(error = ?e.as_report(), "jvm register native methods error"),
+        )?;
+
+    tracing::info!("register native methods for jvm successfully");
+    Ok(())
+}
 
 #[no_mangle]
 #[allow(non_snake_case)]
 pub extern "system" fn JNI_OnLoad(jvm: JavaVM, _reserved: *mut c_void) -> jint {
-    let _ = register_native_method_for_jvm(&jvm)
-        .inspect_err(|_e| eprintln!("unable to register native method"));
+    let result: Result<(), jni::errors::Error> = try {
+        let mut env = jvm_env(&jvm)?;
+        register_java_binding_native_methods(&mut env)?;
+        register_hummock_java_binding_native_methods(&mut env)?;
+    };
+    let _ =
+        result.inspect_err(|e| eprintln!("unable to register native method: {:?}", e.as_report()));
+
     JNI_VERSION_1_2
 }
+
+#[cfg_or_panic(not(madsim))]
+#[no_mangle]
+extern "system" fn Java_com_risingwave_java_binding_HummockIterator_iteratorNewHummock<'a>(
+    env: EnvParam<'a>,
+    read_plan: JByteArray<'a>,
+) -> Pointer<'static, JavaBindingIterator<'static>> {
+    execute_and_catch(env, move |env| {
+        let read_plan = Message::decode(to_guarded_slice(&read_plan, env)?.deref())?;
+        let iter = JAVA_BINDING_ASYNC_RUNTIME
+            .block_on(new_hummock_java_binding_iter(read_plan))
+            .map_err(|e| anyhow!(e))?;
+        let iter = JavaBindingIterator::new_hummock_iter(iter);
+        Ok(iter.into())
+    })
+}
diff --git a/src/jni_core/Cargo.toml b/src/jni_core/Cargo.toml
index 4d9c6cab092ab..a16776add6c6f 100644
--- a/src/jni_core/Cargo.toml
+++ b/src/jni_core/Cargo.toml
@@ -22,10 +22,7 @@ jni = { version = "0.21.1", features = ["invocation"] }
 paste = "1"
 prost = { workspace = true }
 risingwave_common = { workspace = true }
-risingwave_hummock_sdk = { workspace = true }
-risingwave_object_store = { workspace = true }
 risingwave_pb = { workspace = true }
-risingwave_storage = { workspace = true }
 rw_futures_util = { workspace = true }
 serde = { version = "1.0", features = ["derive"] }
 serde_json = "1.0"
diff --git a/src/jni_core/src/jvm_runtime.rs b/src/jni_core/src/jvm_runtime.rs
index f848b7d44240d..53818c17e40d8 100644
--- a/src/jni_core/src/jvm_runtime.rs
+++ b/src/jni_core/src/jvm_runtime.rs
@@ -20,13 +20,12 @@ use anyhow::{bail, Context};
 use fs_err as fs;
 use fs_err::PathExt;
 use jni::objects::{JObject, JString};
-use jni::strings::JNIString;
-use jni::{InitArgsBuilder, JNIEnv, JNIVersion, JavaVM, NativeMethod};
+use jni::{AttachGuard, InitArgsBuilder, JNIEnv, JNIVersion, JavaVM};
 use risingwave_common::util::resource_util::memory::system_memory_available_bytes;
 use thiserror_ext::AsReport;
 use tracing::error;
 
-use crate::call_method;
+use crate::{call_method, call_static_method};
 
 /// Use 10% of compute total memory by default. Compute node uses 0.7 * system memory by default.
 const DEFAULT_MEMORY_PROPORTION: f64 = 0.07;
@@ -122,19 +121,27 @@ impl JavaVmWrapper {
 
         tracing::info!("initialize JVM successfully");
 
-        register_native_method_for_jvm(&jvm).context("failed to register native method")?;
+        let result: std::result::Result<(), jni::errors::Error> = try {
+            let mut env = jvm_env(&jvm)?;
+            register_java_binding_native_methods(&mut env)?;
+        };
+
+        result.context("failed to register native method")?;
 
         Ok(jvm)
     }
 }
 
-pub fn register_native_method_for_jvm(jvm: &JavaVM) -> Result<(), jni::errors::Error> {
-    let mut env = jvm
-        .attach_current_thread()
-        .inspect_err(|e| tracing::error!(error = ?e.as_report(), "jvm attach thread error"))?;
+pub fn jvm_env(jvm: &JavaVM) -> Result<AttachGuard<'_>, jni::errors::Error> {
+    jvm.attach_current_thread()
+        .inspect_err(|e| tracing::error!(error = ?e.as_report(), "jvm attach thread error"))
+}
 
+pub fn register_java_binding_native_methods(
+    env: &mut JNIEnv<'_>,
+) -> Result<(), jni::errors::Error> {
     let binding_class = env
-        .find_class("com/risingwave/java/binding/Binding")
+        .find_class(gen_class_name!(com.risingwave.java.binding.Binding))
         .inspect_err(|e| tracing::error!(error = ?e.as_report(), "jvm find class error"))?;
     use crate::*;
     macro_rules! gen_native_method_array {
@@ -144,14 +151,8 @@ pub fn register_native_method_for_jvm(jvm: &JavaVM) -> Result<(), jni::errors::E
         ({$({ $func_name:ident, {$($ret:tt)+}, {$($args:tt)*} })*}) => {
             [
                 $(
-                    {
-                        let fn_ptr = paste::paste! {[<Java_com_risingwave_java_binding_Binding_ $func_name> ]} as *mut c_void;
-                        let sig = $crate::gen_jni_sig! { {$($ret)+}, {$($args)*}};
-                        NativeMethod {
-                            name: JNIString::from(stringify! {$func_name}),
-                            sig: JNIString::from(sig),
-                            fn_ptr,
-                        }
+                    $crate::gen_native_method_entry! {
+                        Java_com_risingwave_java_binding_Binding_, $func_name, {$($ret)+}, {$($args)*}
                     },
                 )*
             ]
@@ -240,3 +241,36 @@ pub fn jobj_to_str(env: &mut JNIEnv<'_>, obj: JObject<'_>) -> anyhow::Result<Str
     let java_str = env.get_string(&jstr)?;
     Ok(java_str.to_str()?.to_string())
 }
+
+/// Dumps the JVM stack traces.
+///
+/// # Returns
+///
+/// - `Ok(None)` if JVM is not initialized.
+/// - `Ok(Some(String))` if JVM is initialized and stack traces are dumped.
+/// - `Err` if failed to dump stack traces.
+pub fn dump_jvm_stack_traces() -> anyhow::Result<Option<String>> {
+    match JVM.get() {
+        None => Ok(None),
+        Some(jvm) => {
+            let mut env = jvm
+                .attach_current_thread()
+                .with_context(|| "Failed to attach thread to JVM")?;
+
+            let result = call_static_method!(
+                env,
+                {com.risingwave.connector.api.Monitor},
+                {String dumpStackTrace()}
+            )
+            .with_context(|| "Failed to call Java function")?;
+            let result = JString::from(result);
+            let result = env
+                .get_string(&result)
+                .with_context(|| "Failed to convert JString")?;
+            let result = result
+                .to_str()
+                .with_context(|| "Failed to convert JavaStr")?;
+            Ok(Some(result.to_string()))
+        }
+    }
+}
diff --git a/src/jni_core/src/lib.rs b/src/jni_core/src/lib.rs
index 7ff8e5aa930e8..18d1807948d21 100644
--- a/src/jni_core/src/lib.rs
+++ b/src/jni_core/src/lib.rs
@@ -18,7 +18,6 @@
 #![feature(type_alias_impl_trait)]
 #![feature(try_blocks)]
 
-pub mod hummock_iterator;
 pub mod jvm_runtime;
 mod macros;
 mod tracing_slf4j;
@@ -33,6 +32,8 @@ use anyhow::anyhow;
 use bytes::Bytes;
 use cfg_or_panic::cfg_or_panic;
 use chrono::{Datelike, NaiveDateTime, Timelike};
+use futures::stream::BoxStream;
+use futures::TryStreamExt;
 use jni::objects::{
     AutoElements, GlobalRef, JByteArray, JClass, JMethodID, JObject, JStaticMethodID, JString,
     JValueOwned, ReleaseMode,
@@ -42,6 +43,7 @@ use jni::sys::{
     jboolean, jbyte, jdouble, jfloat, jint, jlong, jshort, jsize, jvalue, JNI_FALSE, JNI_TRUE,
 };
 use jni::JNIEnv;
+pub use paste::paste;
 use prost::{DecodeError, Message};
 use risingwave_common::array::{ArrayError, StreamChunk};
 use risingwave_common::hash::VirtualNode;
@@ -54,17 +56,14 @@ use risingwave_pb::connector_service::{
     SinkWriterStreamRequest, SinkWriterStreamResponse,
 };
 use risingwave_pb::data::Op;
-use risingwave_storage::error::StorageError;
 use thiserror::Error;
 use thiserror_ext::AsReport;
 use tokio::runtime::Runtime;
 use tokio::sync::mpsc::{Receiver, Sender};
 use tracing_slf4j::*;
 
-use crate::hummock_iterator::HummockJavaBindingIterator;
-pub use crate::jvm_runtime::register_native_method_for_jvm;
-
-static RUNTIME: LazyLock<Runtime> = LazyLock::new(|| tokio::runtime::Runtime::new().unwrap());
+pub static JAVA_BINDING_ASYNC_RUNTIME: LazyLock<Runtime> =
+    LazyLock::new(|| tokio::runtime::Runtime::new().unwrap());
 
 #[derive(Error, Debug)]
 pub enum BindingError {
@@ -78,7 +77,7 @@ pub enum BindingError {
     #[error("StorageError {error}")]
     Storage {
         #[from]
-        error: StorageError,
+        error: anyhow::Error,
         backtrace: Backtrace,
     },
 
@@ -201,7 +200,7 @@ impl<'a> EnvParam<'a> {
     }
 }
 
-fn execute_and_catch<'env, F, Ret>(mut env: EnvParam<'env>, inner: F) -> Ret
+pub fn execute_and_catch<'env, F, Ret>(mut env: EnvParam<'env>, inner: F) -> Ret
 where
     F: FnOnce(&mut EnvParam<'env>) -> Result<Ret>,
     Ret: Default + 'env,
@@ -245,9 +244,10 @@ struct JavaClassMethodCache {
 }
 
 // TODO: may only return a RowRef
-type StreamChunkRowIterator<'a> = impl Iterator<Item = (Op, OwnedRow)> + 'a;
+pub type StreamChunkRowIterator<'a> = impl Iterator<Item = (Op, OwnedRow)> + 'a;
+pub type HummockJavaBindingIterator = BoxStream<'static, anyhow::Result<(Bytes, OwnedRow)>>;
 
-enum JavaBindingIteratorInner<'a> {
+pub enum JavaBindingIteratorInner<'a> {
     Hummock(HummockJavaBindingIterator),
     StreamChunk(StreamChunkRowIterator<'a>),
 }
@@ -288,12 +288,22 @@ struct RowCursor {
     extra: RowExtra,
 }
 
-struct JavaBindingIterator<'a> {
+pub struct JavaBindingIterator<'a> {
     inner: JavaBindingIteratorInner<'a>,
     cursor: Option<RowCursor>,
     class_cache: JavaClassMethodCache,
 }
 
+impl JavaBindingIterator<'static> {
+    pub fn new_hummock_iter(iter: HummockJavaBindingIterator) -> Self {
+        Self {
+            inner: JavaBindingIteratorInner::Hummock(iter),
+            cursor: None,
+            class_cache: Default::default(),
+        }
+    }
+}
+
 impl<'a> Deref for JavaBindingIterator<'a> {
     type Target = OwnedRow;
 
@@ -311,24 +321,6 @@ extern "system" fn Java_com_risingwave_java_binding_Binding_vnodeCount(_env: Env
     VirtualNode::COUNT as jint
 }
 
-#[cfg_or_panic(not(madsim))]
-#[no_mangle]
-extern "system" fn Java_com_risingwave_java_binding_Binding_iteratorNewHummock<'a>(
-    env: EnvParam<'a>,
-    read_plan: JByteArray<'a>,
-) -> Pointer<'static, JavaBindingIterator<'static>> {
-    execute_and_catch(env, move |env| {
-        let read_plan = Message::decode(to_guarded_slice(&read_plan, env)?.deref())?;
-        let iter = RUNTIME.block_on(HummockJavaBindingIterator::new(read_plan))?;
-        let iter = JavaBindingIterator {
-            inner: JavaBindingIteratorInner::Hummock(iter),
-            cursor: None,
-            class_cache: Default::default(),
-        };
-        Ok(iter.into())
-    })
-}
-
 #[cfg_or_panic(not(madsim))]
 #[no_mangle]
 extern "system" fn Java_com_risingwave_java_binding_Binding_iteratorNewStreamChunk<'a>(
@@ -355,16 +347,15 @@ extern "system" fn Java_com_risingwave_java_binding_Binding_iteratorNext<'a>(
         let iter = pointer.as_mut();
         match &mut iter.inner {
             JavaBindingIteratorInner::Hummock(ref mut hummock_iter) => {
-                match RUNTIME.block_on(hummock_iter.next())? {
+                match JAVA_BINDING_ASYNC_RUNTIME.block_on(hummock_iter.try_next())? {
                     None => {
                         iter.cursor = None;
                         Ok(JNI_FALSE)
                     }
-                    Some(keyed_row) => {
-                        let (key, row) = keyed_row.into_parts();
+                    Some((key, row)) => {
                         iter.cursor = Some(RowCursor {
                             row,
-                            extra: RowExtra::Key(key.0),
+                            extra: RowExtra::Key(key),
                         });
                         Ok(JNI_TRUE)
                     }
diff --git a/src/jni_core/src/macros.rs b/src/jni_core/src/macros.rs
index 1b2f79f829564..982ccda06ecf0 100644
--- a/src/jni_core/src/macros.rs
+++ b/src/jni_core/src/macros.rs
@@ -448,10 +448,6 @@ macro_rules! for_all_plain_native_methods {
 
                 public static native int vnodeCount();
 
-                // hummock iterator method
-                // Return a pointer to the iterator
-                static native long iteratorNewHummock(byte[] readPlan);
-
                 static native long iteratorNewStreamChunk(long pointer);
 
                 static native boolean iteratorNext(long pointer);
@@ -839,6 +835,23 @@ macro_rules! call_method {
     }};
 }
 
+#[macro_export]
+macro_rules! gen_native_method_entry {
+    (
+        $class_prefix:ident, $func_name:ident, {$($ret:tt)+}, {$($args:tt)*}
+    ) => {{
+        {
+            let fn_ptr = $crate::paste! {[<$class_prefix $func_name> ]} as *mut c_void;
+            let sig = $crate::gen_jni_sig! { {$($ret)+}, {$($args)*}};
+            jni::NativeMethod {
+                name: jni::strings::JNIString::from(stringify! {$func_name}),
+                sig: jni::strings::JNIString::from(sig),
+                fn_ptr,
+            }
+        }
+    }};
+}
+
 #[cfg(test)]
 mod tests {
     use std::fmt::Formatter;
@@ -891,7 +904,6 @@ mod tests {
                 tracingSlf4jEvent                        (Ljava/lang/String;Ljava/lang/String;ILjava/lang/String;)V,
                 tracingSlf4jEventEnabled                 (I)Z,
                 vnodeCount                               ()I,
-                iteratorNewHummock                       ([B)J,
                 iteratorNewStreamChunk                   (J)J,
                 iteratorNext                             (J)Z,
                 iteratorClose                            (J)V,
diff --git a/src/meta/Cargo.toml b/src/meta/Cargo.toml
index 6252d845788af..ddae0c9c24626 100644
--- a/src/meta/Cargo.toml
+++ b/src/meta/Cargo.toml
@@ -33,6 +33,7 @@ either = "1"
 enum-as-inner = "0.6"
 etcd-client = { workspace = true }
 fail = "0.5"
+flate2 = "1"
 function_name = "0.3.0"
 futures = { version = "0.3", default-features = false, features = ["alloc"] }
 hex = "0.4"
diff --git a/src/meta/model_v2/migration/README.md b/src/meta/model_v2/migration/README.md
index 527d4ba538071..d68a624ced8a7 100644
--- a/src/meta/model_v2/migration/README.md
+++ b/src/meta/model_v2/migration/README.md
@@ -9,11 +9,11 @@
 > **DO NOT** modify already published migration files.
 
 ## How to run the migrator CLI
-- Generate a new migration file
+- Generate a new migration file, a database endpoint is required but not used.
     ```sh
-    cargo run -- generate MIGRATION_NAME
+    export DATABASE_URL=sqlite::memory:; cargo run -- generate MIGRATION_NAME
     ```
-- Apply all pending migrations for test purposes, `DATABASE_URL` required.
+- Apply all pending migrations for test purposes, change `DATABASE_URL` to the actual database endpoint.
     ```sh
     cargo run
     ```
diff --git a/src/meta/model_v2/migration/src/lib.rs b/src/meta/model_v2/migration/src/lib.rs
index 66f136b6159d1..83645c479649d 100644
--- a/src/meta/model_v2/migration/src/lib.rs
+++ b/src/meta/model_v2/migration/src/lib.rs
@@ -1,7 +1,7 @@
 #![allow(clippy::enum_variant_names)]
 
 pub use sea_orm_migration::prelude::*;
-
+pub use sea_orm_migration::MigrationStatus;
 mod m20230908_072257_init;
 mod m20231008_020431_hummock;
 mod m20240304_074901_subscription;
@@ -11,6 +11,8 @@ mod m20240417_062305_subscription_internal_table_name;
 mod m20240418_142249_function_runtime;
 mod m20240506_112555_subscription_partial_ckpt;
 mod m20240525_090457_secret;
+mod m20240617_070131_index_column_properties;
+mod m20240618_072634_function_compressed_binary;
 
 pub struct Migrator;
 
@@ -27,6 +29,8 @@ impl MigratorTrait for Migrator {
             Box::new(m20240418_142249_function_runtime::Migration),
             Box::new(m20240506_112555_subscription_partial_ckpt::Migration),
             Box::new(m20240525_090457_secret::Migration),
+            Box::new(m20240618_072634_function_compressed_binary::Migration),
+            Box::new(m20240617_070131_index_column_properties::Migration),
         ]
     }
 }
diff --git a/src/meta/model_v2/migration/src/m20240525_090457_secret.rs b/src/meta/model_v2/migration/src/m20240525_090457_secret.rs
index f16bfca5ec035..ed23085c66574 100644
--- a/src/meta/model_v2/migration/src/m20240525_090457_secret.rs
+++ b/src/meta/model_v2/migration/src/m20240525_090457_secret.rs
@@ -37,12 +37,22 @@ impl MigrationTrait for Migration {
             )
             .await?;
 
-        // Add a new column to the table
+        // Add a new column to the `sink` table
         manager
             .alter_table(
                 MigrationTable::alter()
                     .table(Sink::Table)
-                    .add_column(ColumnDef::new(Sink::SecretRef).json_binary())
+                    .add_column(ColumnDef::new(Sink::SecretRef).binary())
+                    .to_owned(),
+            )
+            .await?;
+
+        // Add a new column to the `source` table
+        manager
+            .alter_table(
+                MigrationTable::alter()
+                    .table(Source::Table)
+                    .add_column(ColumnDef::new(Source::SecretRef).binary())
                     .to_owned(),
             )
             .await?;
@@ -60,6 +70,14 @@ impl MigrationTrait for Migration {
                     .to_owned(),
             )
             .await?;
+        manager
+            .alter_table(
+                MigrationTable::alter()
+                    .table(Source::Table)
+                    .drop_column(Source::SecretRef)
+                    .to_owned(),
+            )
+            .await?;
         Ok(())
     }
 }
@@ -77,3 +95,9 @@ enum Sink {
     Table,
     SecretRef,
 }
+
+#[derive(DeriveIden)]
+enum Source {
+    Table,
+    SecretRef,
+}
diff --git a/src/meta/model_v2/migration/src/m20240617_070131_index_column_properties.rs b/src/meta/model_v2/migration/src/m20240617_070131_index_column_properties.rs
new file mode 100644
index 0000000000000..daff755da999f
--- /dev/null
+++ b/src/meta/model_v2/migration/src/m20240617_070131_index_column_properties.rs
@@ -0,0 +1,35 @@
+use sea_orm_migration::prelude::*;
+
+#[derive(DeriveMigrationName)]
+pub struct Migration;
+
+#[async_trait::async_trait]
+impl MigrationTrait for Migration {
+    async fn up(&self, manager: &SchemaManager) -> Result<(), DbErr> {
+        manager
+            .alter_table(
+                Table::alter()
+                    .table(Index::Table)
+                    .add_column(ColumnDef::new(Index::IndexColumnProperties).binary())
+                    .to_owned(),
+            )
+            .await
+    }
+
+    async fn down(&self, manager: &SchemaManager) -> Result<(), DbErr> {
+        manager
+            .alter_table(
+                Table::alter()
+                    .table(Index::Table)
+                    .drop_column(Index::IndexColumnProperties)
+                    .to_owned(),
+            )
+            .await
+    }
+}
+
+#[derive(DeriveIden)]
+enum Index {
+    Table,
+    IndexColumnProperties,
+}
diff --git a/src/meta/model_v2/migration/src/m20240618_072634_function_compressed_binary.rs b/src/meta/model_v2/migration/src/m20240618_072634_function_compressed_binary.rs
new file mode 100644
index 0000000000000..6b4ef6157bcf6
--- /dev/null
+++ b/src/meta/model_v2/migration/src/m20240618_072634_function_compressed_binary.rs
@@ -0,0 +1,74 @@
+use sea_orm_migration::prelude::*;
+
+use crate::sea_orm::{DatabaseBackend, DbBackend, Statement};
+
+#[derive(DeriveMigrationName)]
+pub struct Migration;
+
+#[async_trait::async_trait]
+impl MigrationTrait for Migration {
+    async fn up(&self, manager: &SchemaManager) -> Result<(), DbErr> {
+        // Fix mismatch column `compressed_binary` type and do data migration
+        match manager.get_database_backend() {
+            DbBackend::MySql => {
+                // Creating function with compressed binary will fail in previous version, so we can
+                // safely assume that the column is always empty and we can just modify the column type
+                // without any data migration.
+                manager
+                    .alter_table(
+                        Table::alter()
+                            .table(Function::Table)
+                            .modify_column(
+                                ColumnDef::new(Function::CompressedBinary).blob(BlobSize::Medium),
+                            )
+                            .to_owned(),
+                    )
+                    .await?;
+            }
+            DbBackend::Postgres => {
+                manager.get_connection().execute(Statement::from_string(
+                    DatabaseBackend::Postgres,
+                    "ALTER TABLE function ALTER COLUMN compressed_binary TYPE bytea USING compressed_binary::bytea",
+                )).await?;
+            }
+            DbBackend::Sqlite => {
+                // Sqlite does not support modifying column type, so we need to do data migration and column renaming.
+                // Note that: all these DDLs are not transactional, so if some of them fail, we need to manually run it again.
+                let conn = manager.get_connection();
+                conn.execute(Statement::from_string(
+                    DatabaseBackend::Sqlite,
+                    "ALTER TABLE function ADD COLUMN compressed_binary_new BLOB",
+                ))
+                .await?;
+                conn.execute(Statement::from_string(
+                    DatabaseBackend::Sqlite,
+                    "UPDATE function SET compressed_binary_new = compressed_binary",
+                ))
+                .await?;
+                conn.execute(Statement::from_string(
+                    DatabaseBackend::Sqlite,
+                    "ALTER TABLE function DROP COLUMN compressed_binary",
+                ))
+                .await?;
+                conn.execute(Statement::from_string(
+                    DatabaseBackend::Sqlite,
+                    "ALTER TABLE function RENAME COLUMN compressed_binary_new TO compressed_binary",
+                ))
+                .await?;
+            }
+        }
+
+        Ok(())
+    }
+
+    async fn down(&self, _manager: &SchemaManager) -> Result<(), DbErr> {
+        // DO nothing, the operations in `up` are idempotent and required to fix the column type mismatch.
+        Ok(())
+    }
+}
+
+#[derive(DeriveIden)]
+enum Function {
+    Table,
+    CompressedBinary,
+}
diff --git a/src/meta/model_v2/src/index.rs b/src/meta/model_v2/src/index.rs
index ca2f39c0f179f..a291e325b24eb 100644
--- a/src/meta/model_v2/src/index.rs
+++ b/src/meta/model_v2/src/index.rs
@@ -17,7 +17,7 @@ use sea_orm::entity::prelude::*;
 use sea_orm::ActiveValue::Set;
 use serde::{Deserialize, Serialize};
 
-use crate::{ExprNodeArray, IndexId, TableId};
+use crate::{ExprNodeArray, IndexColumnPropertiesArray, IndexId, TableId};
 
 #[derive(Clone, Debug, PartialEq, DeriveEntityModel, Eq, Serialize, Deserialize)]
 #[sea_orm(table_name = "index")]
@@ -28,6 +28,7 @@ pub struct Model {
     pub index_table_id: TableId,
     pub primary_table_id: TableId,
     pub index_items: ExprNodeArray,
+    pub index_column_properties: IndexColumnPropertiesArray,
     pub index_columns_len: i32,
 }
 
@@ -76,6 +77,7 @@ impl From<PbIndex> for ActiveModel {
             primary_table_id: Set(pb_index.primary_table_id as _),
             index_items: Set(pb_index.index_item.into()),
             index_columns_len: Set(pb_index.index_columns_len as _),
+            index_column_properties: Set(pb_index.index_column_properties.into()),
         }
     }
 }
diff --git a/src/meta/model_v2/src/lib.rs b/src/meta/model_v2/src/lib.rs
index 864c647957ddf..751ae99b64a17 100644
--- a/src/meta/model_v2/src/lib.rs
+++ b/src/meta/model_v2/src/lib.rs
@@ -12,10 +12,11 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::{BTreeMap, HashMap};
+use std::collections::BTreeMap;
 
 use risingwave_pb::catalog::{PbCreateType, PbStreamJobStatus};
 use risingwave_pb::meta::table_fragments::PbState as PbStreamJobState;
+use risingwave_pb::secret::PbSecretRef;
 use risingwave_pb::stream_plan::PbStreamNode;
 use sea_orm::entity::prelude::*;
 use sea_orm::{DeriveActiveEnum, EnumIter, FromJsonQueryResult};
@@ -258,6 +259,55 @@ macro_rules! derive_array_from_blob {
     };
 }
 
+macro_rules! derive_btreemap_from_blob {
+    ($struct_name:ident, $key_type:ty, $value_type:ty, $field_type:ident) => {
+        #[derive(Clone, PartialEq, Eq, DeriveValueType, serde::Deserialize, serde::Serialize)]
+        pub struct $struct_name(#[sea_orm] Vec<u8>);
+
+        #[derive(Clone, PartialEq, ::prost::Message)]
+        pub struct $field_type {
+            #[prost(btree_map = "string, message")]
+            inner: BTreeMap<$key_type, $value_type>,
+        }
+        impl Eq for $field_type {}
+
+        impl $struct_name {
+            pub fn to_protobuf(&self) -> BTreeMap<$key_type, $value_type> {
+                let data: $field_type = prost::Message::decode(self.0.as_slice()).unwrap();
+                data.inner
+            }
+
+            fn from_protobuf(val: BTreeMap<$key_type, $value_type>) -> Self {
+                Self(prost::Message::encode_to_vec(&$field_type { inner: val }))
+            }
+        }
+
+        impl From<BTreeMap<$key_type, $value_type>> for $struct_name {
+            fn from(value: BTreeMap<$key_type, $value_type>) -> Self {
+                Self::from_protobuf(value)
+            }
+        }
+
+        impl std::fmt::Debug for $struct_name {
+            fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
+                self.to_protobuf().fmt(f)
+            }
+        }
+
+        impl Default for $struct_name {
+            fn default() -> Self {
+                Self(vec![])
+            }
+        }
+
+        impl sea_orm::sea_query::Nullable for $struct_name {
+            fn null() -> Value {
+                Value::Bytes(None)
+            }
+        }
+    };
+}
+
 pub(crate) use {derive_array_from_blob, derive_from_blob};
 
 derive_from_json_struct!(I32Array, Vec<i32>);
@@ -286,7 +336,7 @@ impl From<BTreeMap<u32, Vec<u32>>> for ActorUpstreamActors {
     }
 }
 
-derive_from_json_struct!(SecretRef, HashMap<String, u32>);
+derive_btreemap_from_blob!(SecretRef, String, PbSecretRef, PbSecretRefMap);
 
 derive_from_blob!(StreamNode, PbStreamNode);
 derive_from_blob!(DataType, risingwave_pb::data::PbDataType);
@@ -300,7 +350,7 @@ derive_array_from_blob!(
     risingwave_pb::plan_common::PbField,
     PbFieldArray
 );
-derive_from_json_struct!(Property, HashMap<String, String>);
+derive_from_json_struct!(Property, BTreeMap<String, String>);
 derive_from_blob!(ColumnCatalog, risingwave_pb::plan_common::PbColumnCatalog);
 derive_array_from_blob!(
     ColumnCatalogArray,
@@ -324,6 +374,11 @@ derive_array_from_blob!(
     risingwave_pb::common::PbColumnOrder,
     PbColumnOrderArray
 );
+derive_array_from_blob!(
+    IndexColumnPropertiesArray,
+    risingwave_pb::catalog::PbIndexColumnProperties,
+    PbIndexColumnPropertiesArray
+);
 derive_from_blob!(SinkFormatDesc, risingwave_pb::catalog::PbSinkFormatDesc);
 derive_from_blob!(Cardinality, risingwave_pb::plan_common::PbCardinality);
 derive_from_blob!(TableVersion, risingwave_pb::catalog::table::PbTableVersion);
diff --git a/src/meta/model_v2/src/secret.rs b/src/meta/model_v2/src/secret.rs
index af3590dd0de58..0d122267bb4bc 100644
--- a/src/meta/model_v2/src/secret.rs
+++ b/src/meta/model_v2/src/secret.rs
@@ -15,8 +15,9 @@
 use risingwave_pb::catalog::PbSecret;
 use sea_orm::entity::prelude::*;
 use sea_orm::ActiveValue::Set;
+use serde::{Deserialize, Serialize};
 
-#[derive(Clone, Debug, PartialEq, DeriveEntityModel, Eq)]
+#[derive(Clone, Debug, PartialEq, DeriveEntityModel, Eq, Serialize, Deserialize)]
 #[sea_orm(table_name = "secret")]
 pub struct Model {
     #[sea_orm(primary_key, auto_increment = false)]
diff --git a/src/meta/model_v2/src/sink.rs b/src/meta/model_v2/src/sink.rs
index 78d0806f98a5e..25d6293b0b120 100644
--- a/src/meta/model_v2/src/sink.rs
+++ b/src/meta/model_v2/src/sink.rs
@@ -72,7 +72,7 @@ pub struct Model {
     pub sink_from_name: String,
     pub sink_format_desc: Option<SinkFormatDesc>,
     pub target_table: Option<TableId>,
-    // `secret_ref` stores a json string, mapping from property name to secret id.
+    // `secret_ref` stores the mapping info mapping from property name to secret id and type.
     pub secret_ref: Option<SecretRef>,
 }
 
diff --git a/src/meta/model_v2/src/source.rs b/src/meta/model_v2/src/source.rs
index be2d2f7110cab..a90f399e4b8cc 100644
--- a/src/meta/model_v2/src/source.rs
+++ b/src/meta/model_v2/src/source.rs
@@ -19,8 +19,8 @@ use sea_orm::ActiveValue::Set;
 use serde::{Deserialize, Serialize};
 
 use crate::{
-    ColumnCatalogArray, ConnectionId, I32Array, Property, SourceId, StreamSourceInfo, TableId,
-    WatermarkDescArray,
+    ColumnCatalogArray, ConnectionId, I32Array, Property, SecretRef, SourceId, StreamSourceInfo,
+    TableId, WatermarkDescArray,
 };
 
 #[derive(Clone, Debug, PartialEq, DeriveEntityModel, Eq, Serialize, Deserialize)]
@@ -39,6 +39,8 @@ pub struct Model {
     pub optional_associated_table_id: Option<TableId>,
     pub connection_id: Option<ConnectionId>,
     pub version: i64,
+    // `secret_ref` stores the mapping info mapping from property name to secret id and type.
+    pub secret_ref: Option<SecretRef>,
 }
 
 #[derive(Copy, Clone, Debug, EnumIter, DeriveRelation)]
@@ -101,6 +103,7 @@ impl From<PbSource> for ActiveModel {
             optional_associated_table_id: Set(optional_associated_table_id),
             connection_id: Set(source.connection_id.map(|id| id as _)),
             version: Set(source.version as _),
+            secret_ref: Set(None),
         }
     }
 }
diff --git a/src/meta/node/src/lib.rs b/src/meta/node/src/lib.rs
index 0e49f0805bf1b..b6dbdf2500109 100644
--- a/src/meta/node/src/lib.rs
+++ b/src/meta/node/src/lib.rs
@@ -380,6 +380,9 @@ pub fn start(opts: MetaNodeOpts) -> Pin<Box<dyn Future<Output = ()> + Send>> {
                     .max_trivial_move_task_count_per_loop,
                 max_get_task_probe_times: config.meta.developer.max_get_task_probe_times,
                 secret_store_private_key: config.meta.secret_store_private_key,
+                table_info_statistic_history_times: config
+                    .storage
+                    .table_info_statistic_history_times,
             },
             config.system.into_init_system_params(),
             Default::default(),
diff --git a/src/meta/node/src/server.rs b/src/meta/node/src/server.rs
index 8802ebb37951e..43b6342e22ed5 100644
--- a/src/meta/node/src/server.rs
+++ b/src/meta/node/src/server.rs
@@ -36,7 +36,6 @@ use risingwave_meta::rpc::intercept::MetricsMiddlewareLayer;
 use risingwave_meta::rpc::ElectionClientRef;
 use risingwave_meta::stream::ScaleController;
 use risingwave_meta::MetaStoreBackend;
-use risingwave_meta_model_migration::{Migrator, MigratorTrait};
 use risingwave_meta_service::backup_service::BackupServiceImpl;
 use risingwave_meta_service::cloud_service::CloudServiceImpl;
 use risingwave_meta_service::cluster_service::ClusterServiceImpl;
@@ -408,13 +407,6 @@ pub async fn start_service_as_election_leader(
     mut svc_shutdown_rx: WatchReceiver<()>,
 ) -> MetaResult<()> {
     tracing::info!("Defining leader services");
-    if let MetaStoreImpl::Sql(sql_store) = &meta_store_impl {
-        // Try to upgrade if any new model changes are added.
-        Migrator::up(&sql_store.conn, None)
-            .await
-            .expect("Failed to upgrade models in meta store");
-    }
-
     let env = MetaSrvEnv::new(
         opts.clone(),
         init_system_params,
@@ -659,7 +651,7 @@ pub async fn start_service_as_election_leader(
     );
     let health_srv = HealthServiceImpl::new();
     let backup_srv = BackupServiceImpl::new(backup_manager);
-    let telemetry_srv = TelemetryInfoServiceImpl::new(env.meta_store_ref());
+    let telemetry_srv = TelemetryInfoServiceImpl::new(env.meta_store());
     let system_params_srv = SystemParamsServiceImpl::new(env.system_params_manager_impl_ref());
     let session_params_srv = SessionParamsServiceImpl::new(env.session_params_manager_impl_ref());
     let serving_srv =
diff --git a/src/meta/service/src/cloud_service.rs b/src/meta/service/src/cloud_service.rs
index b77b751b281e7..5777f1c405009 100644
--- a/src/meta/service/src/cloud_service.rs
+++ b/src/meta/service/src/cloud_service.rs
@@ -12,7 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::{BTreeMap, HashMap};
+use std::collections::BTreeMap;
 use std::sync::LazyLock;
 
 use async_trait::async_trait;
@@ -147,7 +147,6 @@ impl CloudService for CloudServiceImpl {
             }
         }
         // try fetch kafka metadata, return error message on failure
-        let source_cfg: HashMap<String, String> = source_cfg.into_iter().collect();
         let props = ConnectorProperties::extract(source_cfg, false);
         if let Err(e) = props {
             return Ok(new_rwc_validate_fail_response(
diff --git a/src/meta/src/backup_restore/meta_snapshot_builder.rs b/src/meta/src/backup_restore/meta_snapshot_builder.rs
index 323f49b68663e..bb8a1eb919fdc 100644
--- a/src/meta/src/backup_restore/meta_snapshot_builder.rs
+++ b/src/meta/src/backup_restore/meta_snapshot_builder.rs
@@ -187,10 +187,8 @@ mod tests {
         let meta_store = MemStore::new();
 
         let mut builder = MetaSnapshotBuilder::new(meta_store.clone());
-        let hummock_version = HummockVersion {
-            id: 1,
-            ..Default::default()
-        };
+        let mut hummock_version = HummockVersion::default();
+        hummock_version.id = 1;
         let get_ckpt_builder = |v: &HummockVersion| {
             let v_ = v.clone();
             async move { v_ }
diff --git a/src/meta/src/backup_restore/meta_snapshot_builder_v2.rs b/src/meta/src/backup_restore/meta_snapshot_builder_v2.rs
index c2bafcd071c68..9e4ad6a0c05a1 100644
--- a/src/meta/src/backup_restore/meta_snapshot_builder_v2.rs
+++ b/src/meta/src/backup_restore/meta_snapshot_builder_v2.rs
@@ -31,6 +31,25 @@ fn map_db_err(e: DbErr) -> BackupError {
     BackupError::MetaStorage(e.into())
 }
 
+macro_rules! define_set_metadata {
+    ($( {$name:ident, $mod_path:ident::$mod_name:ident} ),*) => {
+        async fn set_metadata(
+            metadata: &mut MetadataV2,
+            txn: &sea_orm::DatabaseTransaction,
+        ) -> BackupResult<()> {
+          $(
+              metadata.$name = $mod_path::$mod_name::Entity::find()
+                                    .all(txn)
+                                    .await
+                                    .map_err(map_db_err)?;
+          )*
+          Ok(())
+        }
+    };
+}
+
+risingwave_backup::for_all_metadata_models_v2!(define_set_metadata);
+
 pub struct MetaSnapshotV2Builder {
     snapshot: MetaSnapshotV2,
     meta_store: SqlMetaStore,
@@ -91,151 +110,14 @@ impl MetaSnapshotV2Builder {
             }
             redo_state
         };
-        let version_stats = model_v2::prelude::HummockVersionStats::find()
-            .all(&txn)
-            .await
-            .map_err(map_db_err)?;
-        let compaction_configs = model_v2::prelude::CompactionConfig::find()
-            .all(&txn)
-            .await
-            .map_err(map_db_err)?;
-        let actors = model_v2::prelude::Actor::find()
-            .all(&txn)
-            .await
-            .map_err(map_db_err)?;
-        let clusters = model_v2::prelude::Cluster::find()
-            .all(&txn)
-            .await
-            .map_err(map_db_err)?;
-        let actor_dispatchers = model_v2::prelude::ActorDispatcher::find()
-            .all(&txn)
-            .await
-            .map_err(map_db_err)?;
-        let catalog_versions = model_v2::prelude::CatalogVersion::find()
-            .all(&txn)
-            .await
-            .map_err(map_db_err)?;
-        let connections = model_v2::prelude::Connection::find()
-            .all(&txn)
-            .await
-            .map_err(map_db_err)?;
-        let databases = model_v2::prelude::Database::find()
-            .all(&txn)
-            .await
-            .map_err(map_db_err)?;
-        let fragments = model_v2::prelude::Fragment::find()
-            .all(&txn)
-            .await
-            .map_err(map_db_err)?;
-        let functions = model_v2::prelude::Function::find()
-            .all(&txn)
-            .await
-            .map_err(map_db_err)?;
-        let indexes = model_v2::prelude::Index::find()
-            .all(&txn)
-            .await
-            .map_err(map_db_err)?;
-        let objects = model_v2::prelude::Object::find()
-            .all(&txn)
-            .await
-            .map_err(map_db_err)?;
-        let object_dependencies = model_v2::prelude::ObjectDependency::find()
-            .all(&txn)
-            .await
-            .map_err(map_db_err)?;
-        let schemas = model_v2::prelude::Schema::find()
-            .all(&txn)
-            .await
-            .map_err(map_db_err)?;
-        let sinks = model_v2::prelude::Sink::find()
-            .all(&txn)
-            .await
-            .map_err(map_db_err)?;
-        let sources = model_v2::prelude::Source::find()
-            .all(&txn)
-            .await
-            .map_err(map_db_err)?;
-        let streaming_jobs = model_v2::prelude::StreamingJob::find()
-            .all(&txn)
-            .await
-            .map_err(map_db_err)?;
-        let subscriptions = model_v2::prelude::Subscription::find()
-            .all(&txn)
-            .await
-            .map_err(map_db_err)?;
-        let system_parameters = model_v2::prelude::SystemParameter::find()
-            .all(&txn)
-            .await
-            .map_err(map_db_err)?;
-        let tables = model_v2::prelude::Table::find()
-            .all(&txn)
-            .await
-            .map_err(map_db_err)?;
-        let users = model_v2::prelude::User::find()
-            .all(&txn)
-            .await
-            .map_err(map_db_err)?;
-        let user_privileges = model_v2::prelude::UserPrivilege::find()
-            .all(&txn)
-            .await
-            .map_err(map_db_err)?;
-        let views = model_v2::prelude::View::find()
-            .all(&txn)
-            .await
-            .map_err(map_db_err)?;
-        let workers = model_v2::prelude::Worker::find()
-            .all(&txn)
-            .await
-            .map_err(map_db_err)?;
-        let worker_properties = model_v2::prelude::WorkerProperty::find()
-            .all(&txn)
-            .await
-            .map_err(map_db_err)?;
-        let hummock_sequences = model_v2::prelude::HummockSequence::find()
-            .all(&txn)
-            .await
-            .map_err(map_db_err)?;
-        let seaql_migrations = model_v2::serde_seaql_migration::Entity::find()
-            .all(&txn)
-            .await
-            .map_err(map_db_err)?;
-        let session_parameters = model_v2::prelude::SessionParameter::find()
-            .all(&txn)
-            .await
-            .map_err(map_db_err)?;
-
-        txn.commit().await.map_err(map_db_err)?;
-        self.snapshot.metadata = MetadataV2 {
-            seaql_migrations,
+        let mut metadata = MetadataV2 {
             hummock_version,
-            version_stats,
-            compaction_configs,
-            actors,
-            clusters,
-            actor_dispatchers,
-            catalog_versions,
-            connections,
-            databases,
-            fragments,
-            functions,
-            indexes,
-            objects,
-            object_dependencies,
-            schemas,
-            sinks,
-            sources,
-            streaming_jobs,
-            subscriptions,
-            system_parameters,
-            tables,
-            users,
-            user_privileges,
-            views,
-            workers,
-            worker_properties,
-            hummock_sequences,
-            session_parameters,
+            ..Default::default()
         };
+        set_metadata(&mut metadata, &txn).await?;
+
+        txn.commit().await.map_err(map_db_err)?;
+        self.snapshot.metadata = metadata;
         Ok(())
     }
 
diff --git a/src/meta/src/backup_restore/restore.rs b/src/meta/src/backup_restore/restore.rs
index f94737a1bd49f..e24abb68def12 100644
--- a/src/meta/src/backup_restore/restore.rs
+++ b/src/meta/src/backup_restore/restore.rs
@@ -246,6 +246,7 @@ mod tests {
         SystemParams {
             state_store: Some("state_store".into()),
             data_directory: Some("data_directory".into()),
+            use_new_object_prefix_strategy: Some(true),
             backup_storage_url: Some("backup_storage_url".into()),
             backup_storage_directory: Some("backup_storage_directory".into()),
             ..SystemConfig::default().into_init_system_params()
@@ -266,9 +267,10 @@ mod tests {
         let snapshot = MetaSnapshot {
             id: opts.meta_snapshot_id,
             metadata: ClusterMetadata {
-                hummock_version: HummockVersion {
-                    id: 123,
-                    ..Default::default()
+                hummock_version: {
+                    let mut version = HummockVersion::default();
+                    version.id = 123;
+                    version
                 },
                 system_param: system_param.clone(),
                 ..Default::default()
@@ -448,9 +450,10 @@ mod tests {
                         memcomparable::to_vec(&"some_value_2".to_string()).unwrap(),
                     ),
                 ]),
-                hummock_version: HummockVersion {
-                    id: 123,
-                    ..Default::default()
+                hummock_version: {
+                    let mut version = HummockVersion::default();
+                    version.id = 123;
+                    version
                 },
                 system_param: system_param.clone(),
                 ..Default::default()
diff --git a/src/meta/src/backup_restore/restore_impl/v2.rs b/src/meta/src/backup_restore/restore_impl/v2.rs
index cccb5c9b641d7..a431b455063bb 100644
--- a/src/meta/src/backup_restore/restore_impl/v2.rs
+++ b/src/meta/src/backup_restore/restore_impl/v2.rs
@@ -126,7 +126,7 @@ impl Writer<MetadataV2> for WriterModelV2ToMetaStoreV2 {
         insert_models(metadata.catalog_versions.clone(), db).await?;
         insert_models(metadata.subscriptions.clone(), db).await?;
         insert_models(metadata.session_parameters.clone(), db).await?;
-
+        insert_models(metadata.secrets.clone(), db).await?;
         // update_auto_inc must be called last.
         update_auto_inc(&metadata, db).await?;
         Ok(())
diff --git a/src/meta/src/barrier/command.rs b/src/meta/src/barrier/command.rs
index 865835c49edeb..785abbbc89077 100644
--- a/src/meta/src/barrier/command.rs
+++ b/src/meta/src/barrier/command.rs
@@ -41,7 +41,7 @@ use risingwave_pb::stream_service::WaitEpochCommitRequest;
 use thiserror_ext::AsReport;
 use tracing::warn;
 
-use super::info::{ActorDesc, CommandActorChanges, InflightActorInfo};
+use super::info::{CommandActorChanges, CommandFragmentChanges, InflightActorInfo};
 use super::trace::TracedEpoch;
 use crate::barrier::GlobalBarrierManagerContext;
 use crate::manager::{DdlType, MetadataManager, WorkerId};
@@ -101,26 +101,42 @@ pub struct ReplaceTablePlan {
 
 impl ReplaceTablePlan {
     fn actor_changes(&self) -> CommandActorChanges {
-        let worker_actors = self.new_table_fragments.worker_actor_ids();
-        let barrier_inject_actors: &HashSet<_> = &self
-            .new_table_fragments
-            .barrier_inject_actor_ids()
-            .into_iter()
-            .collect();
-        let to_add = worker_actors
-            .into_iter()
-            .flat_map(|(node_id, actors)| {
-                actors.into_iter().map(move |actor_id| ActorDesc {
-                    id: actor_id,
-                    node_id,
-                    is_injectable: barrier_inject_actors.contains(&actor_id),
-                })
-            })
-            .collect_vec();
-        CommandActorChanges {
-            to_add,
-            to_remove: self.old_table_fragments.actor_ids().into_iter().collect(),
+        let mut fragment_changes = HashMap::new();
+        for fragment in self.new_table_fragments.fragments.values() {
+            let fragment_change = CommandFragmentChanges::NewFragment {
+                new_actors: fragment
+                    .actors
+                    .iter()
+                    .map(|actor| {
+                        (
+                            actor.actor_id,
+                            self.new_table_fragments
+                                .actor_status
+                                .get(&actor.actor_id)
+                                .expect("should exist")
+                                .get_parallel_unit()
+                                .expect("should set")
+                                .worker_node_id,
+                        )
+                    })
+                    .collect(),
+                table_ids: fragment
+                    .state_table_ids
+                    .iter()
+                    .map(|table_id| TableId::new(*table_id))
+                    .collect(),
+                is_injectable: TableFragments::is_injectable(fragment.fragment_type_mask),
+            };
+            assert!(fragment_changes
+                .insert(fragment.fragment_id, fragment_change)
+                .is_none());
         }
+        for fragment in self.old_table_fragments.fragments.values() {
+            assert!(fragment_changes
+                .insert(fragment.fragment_id, CommandFragmentChanges::RemoveFragment)
+                .is_none());
+        }
+        CommandActorChanges { fragment_changes }
     }
 }
 
@@ -153,8 +169,8 @@ pub enum Command {
     /// drop actors, and then delete the table fragments info from meta store.
     DropStreamingJobs {
         actors: Vec<ActorId>,
-        unregistered_table_fragment_ids: HashSet<TableId>,
         unregistered_state_table_ids: HashSet<TableId>,
+        unregistered_fragment_ids: HashSet<FragmentId>,
     },
 
     /// `CreateStreamingJob` command generates a `Add` barrier by given info.
@@ -247,67 +263,91 @@ impl Command {
             Command::Plain(_) => None,
             Command::Pause(_) => None,
             Command::Resume(_) => None,
-            Command::DropStreamingJobs { actors, .. } => Some(CommandActorChanges {
-                to_add: Default::default(),
-                to_remove: actors.iter().cloned().collect(),
+            Command::DropStreamingJobs {
+                unregistered_fragment_ids,
+                ..
+            } => Some(CommandActorChanges {
+                fragment_changes: unregistered_fragment_ids
+                    .iter()
+                    .map(|fragment_id| (*fragment_id, CommandFragmentChanges::RemoveFragment))
+                    .collect(),
             }),
             Command::CreateStreamingJob {
                 table_fragments,
                 replace_table,
                 ..
             } => {
-                let worker_actors = table_fragments.worker_actor_ids();
-                let barrier_inject_actors: &HashSet<_> = &table_fragments
-                    .barrier_inject_actor_ids()
-                    .into_iter()
-                    .collect();
-                let mut to_add = worker_actors
-                    .into_iter()
-                    .flat_map(|(node_id, actors)| {
-                        actors.into_iter().map(move |actor_id| ActorDesc {
-                            id: actor_id,
-                            node_id,
-                            is_injectable: barrier_inject_actors.contains(&actor_id),
-                        })
+                let fragment_changes = table_fragments
+                    .fragments
+                    .values()
+                    .map(|fragment| {
+                        (
+                            fragment.fragment_id,
+                            CommandFragmentChanges::NewFragment {
+                                new_actors: fragment
+                                    .actors
+                                    .iter()
+                                    .map(|actor| {
+                                        (
+                                            actor.actor_id,
+                                            table_fragments
+                                                .actor_status
+                                                .get(&actor.actor_id)
+                                                .expect("should exist")
+                                                .get_parallel_unit()
+                                                .expect("should set")
+                                                .worker_node_id,
+                                        )
+                                    })
+                                    .collect(),
+                                table_ids: fragment
+                                    .state_table_ids
+                                    .iter()
+                                    .map(|table_id| TableId::new(*table_id))
+                                    .collect(),
+                                is_injectable: TableFragments::is_injectable(
+                                    fragment.fragment_type_mask,
+                                ),
+                            },
+                        )
                     })
-                    .collect_vec();
+                    .collect();
+                let mut changes = CommandActorChanges { fragment_changes };
 
                 if let Some(plan) = replace_table {
-                    let CommandActorChanges {
-                        to_add: to_add_plan,
-                        to_remove,
-                    } = plan.actor_changes();
-                    to_add.extend(to_add_plan);
-                    Some(CommandActorChanges { to_add, to_remove })
-                } else {
-                    Some(CommandActorChanges {
-                        to_add,
-                        to_remove: Default::default(),
-                    })
+                    let extra_change = plan.actor_changes();
+                    changes.extend(extra_change);
                 }
+
+                Some(changes)
             }
             Command::CancelStreamingJob(table_fragments) => Some(CommandActorChanges {
-                to_add: Default::default(),
-                to_remove: table_fragments.actor_ids().into_iter().collect(),
+                fragment_changes: table_fragments
+                    .fragments
+                    .values()
+                    .map(|fragment| (fragment.fragment_id, CommandFragmentChanges::RemoveFragment))
+                    .collect(),
+            }),
+            Command::RescheduleFragment { reschedules, .. } => Some(CommandActorChanges {
+                fragment_changes: reschedules
+                    .iter()
+                    .map(|(fragment_id, reschedule)| {
+                        (
+                            *fragment_id,
+                            CommandFragmentChanges::Reschedule {
+                                new_actors: reschedule
+                                    .added_actors
+                                    .iter()
+                                    .flat_map(|(node_id, actors)| {
+                                        actors.iter().map(|actor_id| (*actor_id, *node_id))
+                                    })
+                                    .collect(),
+                                to_remove: reschedule.removed_actors.iter().cloned().collect(),
+                            },
+                        )
+                    })
+                    .collect(),
             }),
-            Command::RescheduleFragment { reschedules, .. } => {
-                let mut to_add = vec![];
-                let mut to_remove = HashSet::new();
-                for reschedule in reschedules.values() {
-                    for (node_id, added_actors) in &reschedule.added_actors {
-                        for actor_id in added_actors {
-                            to_add.push(ActorDesc {
-                                id: *actor_id,
-                                node_id: *node_id,
-                                is_injectable: reschedule.injectable,
-                            });
-                        }
-                    }
-                    to_remove.extend(reschedule.removed_actors.iter().copied());
-                }
-
-                Some(CommandActorChanges { to_add, to_remove })
-            }
             Command::ReplaceTable(plan) => Some(plan.actor_changes()),
             Command::SourceSplitAssignment(_) => None,
             Command::Throttle(_) => None,
@@ -873,13 +913,9 @@ impl CommandContext {
                 // Tell compute nodes to drop actors.
                 self.clean_up(actors.clone()).await?;
 
-                let unregistered_state_table_ids = unregistered_state_table_ids
-                    .iter()
-                    .map(|table_id| table_id.table_id)
-                    .collect_vec();
                 self.barrier_manager_context
                     .hummock_manager
-                    .unregister_table_ids(&unregistered_state_table_ids)
+                    .unregister_table_ids(unregistered_state_table_ids.iter().cloned())
                     .await?;
             }
 
@@ -896,12 +932,9 @@ impl CommandContext {
                 // It won't clean the tables on failure,
                 // since the failure could be recoverable.
                 // As such it needs to be handled here.
-                let table_id = table_fragments.table_id().table_id;
-                let mut table_ids = table_fragments.internal_table_ids();
-                table_ids.push(table_id);
                 self.barrier_manager_context
                     .hummock_manager
-                    .unregister_table_ids(&table_ids)
+                    .unregister_table_ids(table_fragments.all_table_ids().map(TableId::new))
                     .await?;
 
                 match &self.barrier_manager_context.metadata_manager {
@@ -942,7 +975,10 @@ impl CommandContext {
                     }
                     MetadataManager::V2(mgr) => {
                         mgr.catalog_controller
-                            .try_abort_creating_streaming_job(table_id as _, true)
+                            .try_abort_creating_streaming_job(
+                                table_fragments.table_id().table_id as _,
+                                true,
+                            )
                             .await?;
                     }
                 }
diff --git a/src/meta/src/barrier/info.rs b/src/meta/src/barrier/info.rs
index aa8882d438dce..f6617b9ceef47 100644
--- a/src/meta/src/barrier/info.rs
+++ b/src/meta/src/barrier/info.rs
@@ -19,20 +19,37 @@ use risingwave_pb::common::PbWorkerNode;
 use tracing::warn;
 
 use crate::barrier::Command;
-use crate::manager::{ActiveStreamingWorkerNodes, ActorInfos, WorkerId};
-use crate::model::ActorId;
+use crate::manager::{ActiveStreamingWorkerNodes, ActorInfos, InflightFragmentInfo, WorkerId};
+use crate::model::{ActorId, FragmentId};
 
 #[derive(Debug, Clone)]
-pub struct ActorDesc {
-    pub id: ActorId,
-    pub node_id: WorkerId,
-    pub is_injectable: bool,
+pub(crate) enum CommandFragmentChanges {
+    NewFragment {
+        new_actors: HashMap<ActorId, WorkerId>,
+        table_ids: HashSet<TableId>,
+        is_injectable: bool,
+    },
+    Reschedule {
+        new_actors: HashMap<ActorId, WorkerId>,
+        to_remove: HashSet<ActorId>,
+    },
+    RemoveFragment,
 }
 
 #[derive(Debug, Clone)]
 pub struct CommandActorChanges {
-    pub(crate) to_add: Vec<ActorDesc>,
-    pub(crate) to_remove: HashSet<ActorId>,
+    pub(crate) fragment_changes: HashMap<FragmentId, CommandFragmentChanges>,
+}
+
+impl CommandActorChanges {
+    pub fn extend(&mut self, other: CommandActorChanges) {
+        for (fragment_id, fragment) in other.fragment_changes {
+            assert!(self
+                .fragment_changes
+                .insert(fragment_id, fragment)
+                .is_none());
+        }
+    }
 }
 
 /// [`InflightActorInfo`] resolves the actor info read from meta store for
@@ -53,6 +70,8 @@ pub struct InflightActorInfo {
 
     /// `mv_table_id` => `subscription_id` => retention seconds
     pub mv_depended_subscriptions: HashMap<TableId, HashMap<u32, u64>>,
+
+    pub fragment_infos: HashMap<FragmentId, InflightFragmentInfo>,
 }
 
 impl InflightActorInfo {
@@ -64,22 +83,40 @@ impl InflightActorInfo {
     ) -> Self {
         let node_map = active_nodes.current().clone();
 
-        let actor_map = actor_infos
-            .actor_maps
-            .into_iter()
-            .map(|(node_id, actor_ids)| (node_id, actor_ids.into_iter().collect::<HashSet<_>>()))
-            .collect::<HashMap<_, _>>();
+        let actor_map = {
+            let mut map: HashMap<_, HashSet<_>> = HashMap::new();
+            for info in actor_infos.fragment_infos.values() {
+                for (actor_id, worker_id) in &info.actors {
+                    map.entry(*worker_id).or_default().insert(*actor_id);
+                }
+            }
+            map
+        };
 
-        let actor_map_to_send = actor_infos
-            .barrier_inject_actor_maps
-            .into_iter()
-            .map(|(node_id, actor_ids)| (node_id, actor_ids.into_iter().collect::<HashSet<_>>()))
-            .collect::<HashMap<_, _>>();
+        let actor_map_to_send = {
+            let mut map: HashMap<_, HashSet<_>> = HashMap::new();
+            for info in actor_infos
+                .fragment_infos
+                .values()
+                .filter(|info| info.is_injectable)
+            {
+                for (actor_id, worker_id) in &info.actors {
+                    map.entry(*worker_id).or_default().insert(*actor_id);
+                }
+            }
+            map
+        };
 
-        let actor_location_map = actor_map
-            .iter()
-            .flat_map(|(node_id, actor_ids)| actor_ids.iter().map(|actor_id| (*actor_id, *node_id)))
-            .collect::<HashMap<_, _>>();
+        let actor_location_map = actor_infos
+            .fragment_infos
+            .values()
+            .flat_map(|fragment| {
+                fragment
+                    .actors
+                    .iter()
+                    .map(|(actor_id, workder_id)| (*actor_id, *workder_id))
+            })
+            .collect();
 
         Self {
             node_map,
@@ -87,6 +124,7 @@ impl InflightActorInfo {
             actor_map_to_send,
             actor_location_map,
             mv_depended_subscriptions,
+            fragment_infos: actor_infos.fragment_infos,
         }
     }
 
@@ -107,33 +145,69 @@ impl InflightActorInfo {
     /// Apply some actor changes before issuing a barrier command, if the command contains any new added actors, we should update
     /// the info correspondingly.
     pub fn pre_apply(&mut self, command: &Command) {
-        if let Some(CommandActorChanges { to_add, .. }) = command.actor_changes() {
-            for actor_desc in to_add {
-                assert!(self.node_map.contains_key(&actor_desc.node_id));
+        if let Some(CommandActorChanges { fragment_changes }) = command.actor_changes() {
+            let mut to_add = HashMap::new();
+            for (fragment_id, change) in fragment_changes {
+                match change {
+                    CommandFragmentChanges::NewFragment {
+                        new_actors,
+                        table_ids,
+                        is_injectable,
+                    } => {
+                        for (actor_id, node_id) in &new_actors {
+                            assert!(to_add
+                                .insert(*actor_id, (*node_id, is_injectable))
+                                .is_none());
+                        }
+                        assert!(self
+                            .fragment_infos
+                            .insert(
+                                fragment_id,
+                                InflightFragmentInfo {
+                                    actors: new_actors,
+                                    state_table_ids: table_ids,
+                                    is_injectable,
+                                }
+                            )
+                            .is_none());
+                    }
+                    CommandFragmentChanges::Reschedule { new_actors, .. } => {
+                        let info = self
+                            .fragment_infos
+                            .get_mut(&fragment_id)
+                            .expect("should exist");
+                        let actors = &mut info.actors;
+                        for (actor_id, node_id) in new_actors {
+                            assert!(to_add
+                                .insert(actor_id, (node_id, info.is_injectable))
+                                .is_none());
+                            assert!(actors.insert(actor_id, node_id).is_none());
+                        }
+                    }
+                    CommandFragmentChanges::RemoveFragment => {}
+                }
+            }
+            for (actor_id, (node_id, is_injectable)) in to_add {
+                assert!(self.node_map.contains_key(&node_id));
                 assert!(
-                    self.actor_map
-                        .entry(actor_desc.node_id)
-                        .or_default()
-                        .insert(actor_desc.id),
+                    self.actor_map.entry(node_id).or_default().insert(actor_id),
                     "duplicate actor in command changes"
                 );
-                if actor_desc.is_injectable {
+                if is_injectable {
                     assert!(
                         self.actor_map_to_send
-                            .entry(actor_desc.node_id)
+                            .entry(node_id)
                             .or_default()
-                            .insert(actor_desc.id),
+                            .insert(actor_id),
                         "duplicate actor in command changes"
                     );
                 }
                 assert!(
-                    self.actor_location_map
-                        .insert(actor_desc.id, actor_desc.node_id)
-                        .is_none(),
+                    self.actor_location_map.insert(actor_id, node_id).is_none(),
                     "duplicate actor in command changes"
                 );
             }
-        };
+        }
         if let Command::CreateSubscription {
             subscription_id,
             upstream_mv_table_id,
@@ -154,8 +228,33 @@ impl InflightActorInfo {
     /// Apply some actor changes after the barrier command is collected, if the command contains any actors that are dropped, we should
     /// remove that from the snapshot correspondingly.
     pub fn post_apply(&mut self, command: &Command) {
-        if let Some(CommandActorChanges { to_remove, .. }) = command.actor_changes() {
-            for actor_id in to_remove {
+        if let Some(fragment_changes) = command.actor_changes() {
+            let mut all_to_remove = HashSet::new();
+            for (fragment_id, changes) in fragment_changes.fragment_changes {
+                match changes {
+                    CommandFragmentChanges::NewFragment { .. } => {}
+                    CommandFragmentChanges::Reschedule { to_remove, .. } => {
+                        let info = self
+                            .fragment_infos
+                            .get_mut(&fragment_id)
+                            .expect("should exist");
+                        for actor_id in to_remove {
+                            assert!(all_to_remove.insert(actor_id));
+                            assert!(info.actors.remove(&actor_id).is_some());
+                        }
+                    }
+                    CommandFragmentChanges::RemoveFragment => {
+                        let info = self
+                            .fragment_infos
+                            .remove(&fragment_id)
+                            .expect("should exist");
+                        for (actor_id, _) in info.actors {
+                            assert!(all_to_remove.insert(actor_id));
+                        }
+                    }
+                }
+            }
+            for actor_id in all_to_remove {
                 let node_id = self
                     .actor_location_map
                     .remove(&actor_id)
@@ -208,4 +307,11 @@ impl InflightActorInfo {
             .unwrap_or_default()
             .into_iter()
     }
+
+    pub fn existing_table_ids(&self) -> HashSet<TableId> {
+        self.fragment_infos
+            .values()
+            .flat_map(|info| info.state_table_ids.iter().cloned())
+            .collect()
+    }
 }
diff --git a/src/meta/src/barrier/mod.rs b/src/meta/src/barrier/mod.rs
index 6d5657a158e48..bb6737735dd44 100644
--- a/src/meta/src/barrier/mod.rs
+++ b/src/meta/src/barrier/mod.rs
@@ -900,10 +900,7 @@ impl GlobalBarrierManagerContext {
                     BarrierKind::Initial => {}
                     BarrierKind::Checkpoint(epochs) => {
                         let commit_info = collect_commit_epoch_info(resps, command_ctx, epochs);
-                        new_snapshot = self
-                            .hummock_manager
-                            .commit_epoch(command_ctx.prev_epoch.value().0, commit_info)
-                            .await?;
+                        new_snapshot = self.hummock_manager.commit_epoch(commit_info).await?;
                     }
                     BarrierKind::Barrier => {
                         new_snapshot = Some(self.hummock_manager.update_current_epoch(prev_epoch));
@@ -1205,6 +1202,8 @@ fn collect_commit_epoch_info(
             }),
     );
 
+    let epoch = command_ctx.prev_epoch.value().0;
+
     CommitEpochInfo::new(
         synced_ssts,
         merge_multiple_new_table_watermarks(
@@ -1226,5 +1225,7 @@ fn collect_commit_epoch_info(
         sst_to_worker,
         new_table_fragment_info,
         table_new_change_log,
+        BTreeMap::from_iter([(epoch, command_ctx.info.existing_table_ids())]),
+        epoch,
     )
 }
diff --git a/src/meta/src/barrier/recovery.rs b/src/meta/src/barrier/recovery.rs
index f17b4e163901c..8f4f54692e02f 100644
--- a/src/meta/src/barrier/recovery.rs
+++ b/src/meta/src/barrier/recovery.rs
@@ -112,24 +112,11 @@ impl GlobalBarrierManagerContext {
         Ok(())
     }
 
-    async fn purge_state_table_from_hummock(&self) -> MetaResult<()> {
-        let all_state_table_ids = match &self.metadata_manager {
-            MetadataManager::V1(mgr) => mgr
-                .catalog_manager
-                .list_tables()
-                .await
-                .into_iter()
-                .map(|t| t.id)
-                .collect_vec(),
-            MetadataManager::V2(mgr) => mgr
-                .catalog_controller
-                .list_all_state_table_ids()
-                .await?
-                .into_iter()
-                .map(|id| id as u32)
-                .collect_vec(),
-        };
-        self.hummock_manager.purge(&all_state_table_ids).await?;
+    async fn purge_state_table_from_hummock(
+        &self,
+        all_state_table_ids: &HashSet<TableId>,
+    ) -> MetaResult<()> {
+        self.hummock_manager.purge(all_state_table_ids).await?;
         Ok(())
     }
 
@@ -313,30 +300,22 @@ impl GlobalBarrierManagerContext {
         let (dropped_actors, cancelled) = scheduled_barriers.pre_apply_drop_cancel_scheduled();
         let applied = !dropped_actors.is_empty() || !cancelled.is_empty();
         if !cancelled.is_empty() {
-            let unregister_table_ids = match &self.metadata_manager {
+            match &self.metadata_manager {
                 MetadataManager::V1(mgr) => {
                     mgr.fragment_manager
                         .drop_table_fragments_vec(&cancelled)
-                        .await?
+                        .await?;
                 }
                 MetadataManager::V2(mgr) => {
-                    let mut unregister_table_ids = Vec::new();
                     for job_id in cancelled {
-                        let (_, table_ids_to_unregister) = mgr
-                            .catalog_controller
+                        mgr.catalog_controller
                             .try_abort_creating_streaming_job(job_id.table_id as _, true)
                             .await?;
-                        unregister_table_ids.extend(table_ids_to_unregister);
                     }
-                    unregister_table_ids
-                        .into_iter()
-                        .map(|table_id| table_id as u32)
-                        .collect()
                 }
             };
-            self.hummock_manager
-                .unregister_table_ids(&unregister_table_ids)
-                .await?;
+            // no need to unregister state table id from hummock manager here, because it's expected that
+            // we call `purge_state_table_from_hummock` anyway after the current method returns.
         }
         Ok(applied)
     }
@@ -377,11 +356,6 @@ impl GlobalBarrierManager {
                         .await
                         .context("clean dirty streaming jobs")?;
 
-                    self.context
-                        .purge_state_table_from_hummock()
-                        .await
-                        .context("purge state table from hummock")?;
-
                     // Mview progress needs to be recovered.
                     tracing::info!("recovering mview progress");
                     self.context
@@ -436,18 +410,6 @@ impl GlobalBarrierManager {
                             })?
                     };
 
-                    let mut control_stream_manager =
-                        ControlStreamManager::new(self.context.clone());
-
-                    control_stream_manager
-                        .reset(prev_epoch.value().0, active_streaming_nodes.current())
-                        .await
-                        .inspect_err(|err| {
-                            warn!(error = %err.as_report(), "reset compute nodes failed");
-                        })?;
-
-                    self.context.sink_manager.reset().await;
-
                     if self
                         .context
                         .pre_apply_drop_cancel(&self.scheduled_barriers)
@@ -462,6 +424,25 @@ impl GlobalBarrierManager {
                             })?
                     }
 
+                    let info = info;
+
+                    self.context
+                        .purge_state_table_from_hummock(&info.existing_table_ids())
+                        .await
+                        .context("purge state table from hummock")?;
+
+                    let mut control_stream_manager =
+                        ControlStreamManager::new(self.context.clone());
+
+                    control_stream_manager
+                        .reset(prev_epoch.value().0, active_streaming_nodes.current())
+                        .await
+                        .inspect_err(|err| {
+                            warn!(error = %err.as_report(), "reset compute nodes failed");
+                        })?;
+
+                    self.context.sink_manager.reset().await;
+
                     // update and build all actors.
                     self.context.update_actors(&info).await.inspect_err(|err| {
                         warn!(error = %err.as_report(), "update actors failed");
diff --git a/src/meta/src/barrier/rpc.rs b/src/meta/src/barrier/rpc.rs
index 23d2d0b5d3c2a..0a7e6d4e1e950 100644
--- a/src/meta/src/barrier/rpc.rs
+++ b/src/meta/src/barrier/rpc.rs
@@ -294,6 +294,12 @@ impl ControlStreamManager {
                                         barrier: Some(barrier),
                                         actor_ids_to_send,
                                         actor_ids_to_collect,
+                                        table_ids_to_sync: command_context
+                                            .info
+                                            .existing_table_ids()
+                                            .iter()
+                                            .map(|table_id| table_id.table_id)
+                                            .collect(),
                                     },
                                 ),
                             ),
diff --git a/src/meta/src/controller/catalog.rs b/src/meta/src/controller/catalog.rs
index 200736725cd07..2301f7699ed26 100644
--- a/src/meta/src/controller/catalog.rs
+++ b/src/meta/src/controller/catalog.rs
@@ -19,7 +19,6 @@ use std::sync::Arc;
 use anyhow::anyhow;
 use itertools::Itertools;
 use risingwave_common::catalog::{TableOption, DEFAULT_SCHEMA_NAME, SYSTEM_SCHEMAS};
-use risingwave_common::hash::ParallelUnitMapping;
 use risingwave_common::util::stream_graph_visitor::visit_stream_node_cont_mut;
 use risingwave_common::{bail, current_cluster_version};
 use risingwave_connector::source::UPSTREAM_SOURCE_KEY;
@@ -67,9 +66,9 @@ use crate::controller::utils::{
     check_connection_name_duplicate, check_database_name_duplicate,
     check_function_signature_duplicate, check_relation_name_duplicate, check_schema_name_duplicate,
     check_secret_name_duplicate, ensure_object_id, ensure_object_not_refer, ensure_schema_empty,
-    ensure_user_id, get_fragment_mappings_by_jobs, get_parallel_unit_to_worker_map,
-    get_referring_objects, get_referring_objects_cascade, get_user_privilege,
-    list_user_info_by_ids, resolve_source_register_info_for_jobs, PartialObject,
+    ensure_user_id, get_fragment_mappings_by_jobs, get_referring_objects,
+    get_referring_objects_cascade, get_user_privilege, list_user_info_by_ids,
+    resolve_source_register_info_for_jobs, PartialObject,
 };
 use crate::controller::ObjectModel;
 use crate::manager::{Catalog, MetaSrvEnv, NotificationVersion, IGNORED_NOTIFICATION_VERSION};
@@ -100,6 +99,8 @@ pub struct ReleaseContext {
     pub(crate) source_fragments: HashMap<SourceId, BTreeSet<FragmentId>>,
     /// Dropped actors.
     pub(crate) removed_actors: HashSet<ActorId>,
+
+    pub(crate) removed_fragments: HashSet<FragmentId>,
 }
 
 impl CatalogController {
@@ -228,7 +229,7 @@ impl CatalogController {
             .all(&txn)
             .await?;
 
-        let (source_fragments, removed_actors) =
+        let (source_fragments, removed_actors, removed_fragments) =
             resolve_source_register_info_for_jobs(&txn, streaming_jobs.clone()).await?;
 
         let state_table_ids: Vec<TableId> = Table::find()
@@ -279,25 +280,13 @@ impl CatalogController {
             .all(&txn)
             .await?;
 
-        let parallel_unit_to_worker = get_parallel_unit_to_worker_map(&txn).await?;
-
-        let fragment_mappings = get_fragment_mappings_by_jobs(&txn, streaming_jobs.clone()).await?;
-
-        let fragment_mappings = fragment_mappings
+        let fragment_mappings = get_fragment_mappings_by_jobs(&txn, streaming_jobs.clone())
+            .await?
             .into_iter()
             .map(
-                |FragmentParallelUnitMapping {
-                     fragment_id,
-                     mapping,
-                 }| {
-                    PbFragmentWorkerSlotMapping {
-                        fragment_id,
-                        mapping: Some(
-                            ParallelUnitMapping::from_protobuf(&mapping.unwrap())
-                                .to_worker_slot(&parallel_unit_to_worker)
-                                .to_protobuf(),
-                        ),
-                    }
+                |FragmentParallelUnitMapping { fragment_id, .. }| PbFragmentWorkerSlotMapping {
+                    fragment_id,
+                    mapping: None,
                 },
             )
             .collect();
@@ -332,6 +321,7 @@ impl CatalogController {
                 connections,
                 source_fragments,
                 removed_actors,
+                removed_fragments,
             },
             version,
         ))
@@ -2079,7 +2069,7 @@ impl CatalogController {
             to_drop_objects.extend(to_drop_internal_table_objs);
         }
 
-        let (source_fragments, removed_actors) =
+        let (source_fragments, removed_actors, removed_fragments) =
             resolve_source_register_info_for_jobs(&txn, to_drop_streaming_jobs.clone()).await?;
 
         let fragment_mappings =
@@ -2108,8 +2098,6 @@ impl CatalogController {
         }
         let user_infos = list_user_info_by_ids(to_update_user_ids, &txn).await?;
 
-        let parallel_unit_to_worker = get_parallel_unit_to_worker_map(&txn).await?;
-
         txn.commit().await?;
 
         // notify about them.
@@ -2188,18 +2176,9 @@ impl CatalogController {
         let fragment_mappings = fragment_mappings
             .into_iter()
             .map(
-                |FragmentParallelUnitMapping {
-                     fragment_id,
-                     mapping,
-                 }| {
-                    PbFragmentWorkerSlotMapping {
-                        fragment_id,
-                        mapping: Some(
-                            ParallelUnitMapping::from_protobuf(&mapping.unwrap())
-                                .to_worker_slot(&parallel_unit_to_worker)
-                                .to_protobuf(),
-                        ),
-                    }
+                |FragmentParallelUnitMapping { fragment_id, .. }| PbFragmentWorkerSlotMapping {
+                    fragment_id,
+                    mapping: None,
                 },
             )
             .collect();
@@ -2215,6 +2194,7 @@ impl CatalogController {
                 connections: vec![],
                 source_fragments,
                 removed_actors,
+                removed_fragments,
             },
             version,
         ))
diff --git a/src/meta/src/controller/fragment.rs b/src/meta/src/controller/fragment.rs
index fa53773741484..e88046ed17467 100644
--- a/src/meta/src/controller/fragment.rs
+++ b/src/meta/src/controller/fragment.rs
@@ -12,6 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
+use std::collections::hash_map::Entry;
 use std::collections::{BTreeMap, BTreeSet, HashMap, HashSet};
 use std::mem::swap;
 
@@ -54,8 +55,8 @@ use crate::controller::utils::{
     get_actor_dispatchers, get_parallel_unit_to_worker_map, FragmentDesc, PartialActorLocation,
     PartialFragmentStateTables,
 };
-use crate::manager::{ActorInfos, LocalNotification};
-use crate::model::TableParallelism;
+use crate::manager::{ActorInfos, InflightFragmentInfo, LocalNotification};
+use crate::model::{TableFragments, TableParallelism};
 use crate::stream::SplitAssignment;
 use crate::{MetaError, MetaResult};
 
@@ -78,19 +79,12 @@ impl CatalogControllerInner {
 
         let parallel_unit_to_worker = get_parallel_unit_to_worker_map(&txn).await?;
 
-        Ok(fragment_mappings
-            .into_iter()
-            .map(move |(fragment_id, mapping)| {
-                let worker_slot_mapping =
-                    ParallelUnitMapping::from_protobuf(&mapping.to_protobuf())
-                        .to_worker_slot(&parallel_unit_to_worker)
-                        .to_protobuf();
+        let mappings = CatalogController::convert_fragment_mappings(
+            fragment_mappings,
+            &parallel_unit_to_worker,
+        )?;
 
-                FragmentWorkerSlotMapping {
-                    fragment_id: fragment_id as _,
-                    mapping: Some(worker_slot_mapping),
-                }
-            }))
+        Ok(mappings.into_iter())
     }
 }
 
@@ -779,16 +773,6 @@ impl CatalogController {
         Ok(table_fragments)
     }
 
-    /// Check if the fragment type mask is injectable.
-    fn is_injectable(fragment_type_mask: u32) -> bool {
-        (fragment_type_mask
-            & (PbFragmentTypeFlag::Source as u32
-                | PbFragmentTypeFlag::Now as u32
-                | PbFragmentTypeFlag::Values as u32
-                | PbFragmentTypeFlag::BarrierRecv as u32))
-            != 0
-    }
-
     pub async fn list_actor_locations(&self) -> MetaResult<Vec<PartialActorLocation>> {
         let inner = self.inner.read().await;
         let actor_locations: Vec<PartialActorLocation> =
@@ -873,37 +857,54 @@ impl CatalogController {
     /// collected
     pub async fn load_all_actors(&self) -> MetaResult<ActorInfos> {
         let inner = self.inner.read().await;
-        let actor_info: Vec<(ActorId, WorkerId, i32)> = Actor::find()
+        let actor_info: Vec<(ActorId, WorkerId, FragmentId, i32, I32Array)> = Actor::find()
             .select_only()
             .column(actor::Column::ActorId)
             .column(actor::Column::WorkerId)
+            .column(fragment::Column::FragmentId)
             .column(fragment::Column::FragmentTypeMask)
+            .column(fragment::Column::StateTableIds)
             .join(JoinType::InnerJoin, actor::Relation::Fragment.def())
             .filter(actor::Column::Status.eq(ActorStatus::Running))
             .into_tuple()
             .all(&inner.db)
             .await?;
 
-        let mut actor_maps = HashMap::new();
-        let mut barrier_inject_actor_maps = HashMap::new();
-
-        for (actor_id, worker_id, type_mask) in actor_info {
-            actor_maps
-                .entry(worker_id as _)
-                .or_insert_with(Vec::new)
-                .push(actor_id as _);
-            if Self::is_injectable(type_mask as _) {
-                barrier_inject_actor_maps
-                    .entry(worker_id as _)
-                    .or_insert_with(Vec::new)
-                    .push(actor_id as _);
+        let mut fragment_infos = HashMap::new();
+
+        for (actor_id, worker_id, fragment_id, type_mask, state_table_ids) in actor_info {
+            let state_table_ids = state_table_ids.into_inner();
+            match fragment_infos.entry(fragment_id as crate::model::FragmentId) {
+                Entry::Occupied(mut entry) => {
+                    let info: &mut InflightFragmentInfo = entry.get_mut();
+                    debug_assert_eq!(
+                        info.state_table_ids,
+                        state_table_ids
+                            .into_iter()
+                            .map(|table_id| risingwave_common::catalog::TableId::new(table_id as _))
+                            .collect()
+                    );
+                    assert!(info.actors.insert(actor_id as _, worker_id as _).is_none());
+                    assert_eq!(
+                        info.is_injectable,
+                        TableFragments::is_injectable(type_mask as _)
+                    );
+                }
+                Entry::Vacant(entry) => {
+                    let state_table_ids = state_table_ids
+                        .into_iter()
+                        .map(|table_id| risingwave_common::catalog::TableId::new(table_id as _))
+                        .collect();
+                    entry.insert(InflightFragmentInfo {
+                        actors: HashMap::from_iter([(actor_id as _, worker_id as _)]),
+                        state_table_ids,
+                        is_injectable: TableFragments::is_injectable(type_mask as _),
+                    });
+                }
             }
         }
 
-        Ok(ActorInfos {
-            actor_maps,
-            barrier_inject_actor_maps,
-        })
+        Ok(ActorInfos::new(fragment_infos))
     }
 
     pub async fn migrate_actors(&self, plan: HashMap<i32, PbParallelUnit>) -> MetaResult<()> {
@@ -952,27 +953,37 @@ impl CatalogController {
 
         let parallel_unit_to_worker = get_parallel_unit_to_worker_map(&txn).await?;
 
+        let fragment_worker_slot_mapping =
+            Self::convert_fragment_mappings(fragment_mapping, &parallel_unit_to_worker)?;
+
         txn.commit().await?;
 
-        self.notify_fragment_mapping(
-            NotificationOperation::Update,
-            fragment_mapping
-                .into_iter()
-                .map(|(fragment_id, mapping)| PbFragmentWorkerSlotMapping {
-                    fragment_id: fragment_id as _,
-                    mapping: Some(
-                        ParallelUnitMapping::from_protobuf(&mapping.to_protobuf())
-                            .to_worker_slot(&parallel_unit_to_worker)
-                            .to_protobuf(),
-                    ),
-                })
-                .collect(),
-        )
-        .await;
+        self.notify_fragment_mapping(NotificationOperation::Update, fragment_worker_slot_mapping)
+            .await;
 
         Ok(())
     }
 
+    pub(crate) fn convert_fragment_mappings(
+        fragment_mappings: Vec<(FragmentId, FragmentVnodeMapping)>,
+        parallel_unit_to_worker: &HashMap<u32, u32>,
+    ) -> MetaResult<Vec<PbFragmentWorkerSlotMapping>> {
+        let mut result = vec![];
+
+        for (fragment_id, mapping) in fragment_mappings {
+            result.push(PbFragmentWorkerSlotMapping {
+                fragment_id: fragment_id as _,
+                mapping: Some(
+                    ParallelUnitMapping::from_protobuf(&mapping.to_protobuf())
+                        .to_worker_slot(parallel_unit_to_worker)?
+                        .to_protobuf(),
+                ),
+            })
+        }
+
+        Ok(result)
+    }
+
     pub async fn all_inuse_parallel_units(&self) -> MetaResult<Vec<i32>> {
         let inner = self.inner.read().await;
         let parallel_units: Vec<i32> = Actor::find()
diff --git a/src/meta/src/controller/mod.rs b/src/meta/src/controller/mod.rs
index 43d7efed1ba58..b6997240f7723 100644
--- a/src/meta/src/controller/mod.rs
+++ b/src/meta/src/controller/mod.rs
@@ -12,7 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::HashMap;
+use std::collections::BTreeMap;
 
 use anyhow::anyhow;
 use risingwave_common::util::epoch::Epoch;
@@ -143,10 +143,10 @@ impl From<ObjectModel<table::Model>> for PbTable {
                 .cardinality
                 .map(|cardinality| cardinality.to_protobuf()),
             initialized_at_epoch: Some(
-                Epoch::from_unix_millis(value.1.initialized_at.timestamp_millis() as _).0,
+                Epoch::from_unix_millis(value.1.initialized_at.and_utc().timestamp_millis() as _).0,
             ),
             created_at_epoch: Some(
-                Epoch::from_unix_millis(value.1.created_at.timestamp_millis() as _).0,
+                Epoch::from_unix_millis(value.1.created_at.and_utc().timestamp_millis() as _).0,
             ),
             cleaned_by_watermark: value.0.cleaned_by_watermark,
             stream_job_status: PbStreamJobStatus::Created as _, // todo: deprecate it.
@@ -183,10 +183,10 @@ impl From<ObjectModel<source::Model>> for PbSource {
             connection_id: value.0.connection_id.map(|id| id as _),
             // todo: using the timestamp from the database directly.
             initialized_at_epoch: Some(
-                Epoch::from_unix_millis(value.1.initialized_at.timestamp_millis() as _).0,
+                Epoch::from_unix_millis(value.1.initialized_at.and_utc().timestamp_millis() as _).0,
             ),
             created_at_epoch: Some(
-                Epoch::from_unix_millis(value.1.created_at.timestamp_millis() as _).0,
+                Epoch::from_unix_millis(value.1.created_at.and_utc().timestamp_millis() as _).0,
             ),
             version: value.0.version as _,
             optional_associated_table_id: value
@@ -201,9 +201,9 @@ impl From<ObjectModel<source::Model>> for PbSource {
 
 impl From<ObjectModel<sink::Model>> for PbSink {
     fn from(value: ObjectModel<sink::Model>) -> Self {
-        let mut secret_ref_hashmap: HashMap<String, u32> = HashMap::new();
+        let mut secret_ref_map = BTreeMap::new();
         if let Some(secret_ref) = value.0.secret_ref {
-            secret_ref_hashmap = secret_ref.into_inner();
+            secret_ref_map = secret_ref.to_protobuf();
         }
         Self {
             id: value.0.sink_id as _,
@@ -221,10 +221,10 @@ impl From<ObjectModel<sink::Model>> for PbSink {
             definition: value.0.definition,
             connection_id: value.0.connection_id.map(|id| id as _),
             initialized_at_epoch: Some(
-                Epoch::from_unix_millis(value.1.initialized_at.timestamp_millis() as _).0,
+                Epoch::from_unix_millis(value.1.initialized_at.and_utc().timestamp_millis() as _).0,
             ),
             created_at_epoch: Some(
-                Epoch::from_unix_millis(value.1.created_at.timestamp_millis() as _).0,
+                Epoch::from_unix_millis(value.1.created_at.and_utc().timestamp_millis() as _).0,
             ),
             db_name: value.0.db_name,
             sink_from_name: value.0.sink_from_name,
@@ -234,7 +234,7 @@ impl From<ObjectModel<sink::Model>> for PbSink {
             initialized_at_cluster_version: value.1.initialized_at_cluster_version,
             created_at_cluster_version: value.1.created_at_cluster_version,
             create_type: PbCreateType::Foreground as _,
-            secret_ref: secret_ref_hashmap,
+            secret_ref: secret_ref_map,
         }
     }
 }
@@ -250,10 +250,10 @@ impl From<ObjectModel<subscription::Model>> for PbSubscription {
             retention_seconds: value.0.retention_seconds as _,
             definition: value.0.definition,
             initialized_at_epoch: Some(
-                Epoch::from_unix_millis(value.1.initialized_at.timestamp_millis() as _).0,
+                Epoch::from_unix_millis(value.1.initialized_at.and_utc().timestamp_millis() as _).0,
             ),
             created_at_epoch: Some(
-                Epoch::from_unix_millis(value.1.created_at.timestamp_millis() as _).0,
+                Epoch::from_unix_millis(value.1.created_at.and_utc().timestamp_millis() as _).0,
             ),
             initialized_at_cluster_version: value.1.initialized_at_cluster_version,
             created_at_cluster_version: value.1.created_at_cluster_version,
@@ -274,12 +274,13 @@ impl From<ObjectModel<index::Model>> for PbIndex {
             index_table_id: value.0.index_table_id as _,
             primary_table_id: value.0.primary_table_id as _,
             index_item: value.0.index_items.to_protobuf(),
+            index_column_properties: value.0.index_column_properties.to_protobuf(),
             index_columns_len: value.0.index_columns_len as _,
             initialized_at_epoch: Some(
-                Epoch::from_unix_millis(value.1.initialized_at.timestamp_millis() as _).0,
+                Epoch::from_unix_millis(value.1.initialized_at.and_utc().timestamp_millis() as _).0,
             ),
             created_at_epoch: Some(
-                Epoch::from_unix_millis(value.1.created_at.timestamp_millis() as _).0,
+                Epoch::from_unix_millis(value.1.created_at.and_utc().timestamp_millis() as _).0,
             ),
             stream_job_status: PbStreamJobStatus::Created as _, // todo: deprecate it.
             initialized_at_cluster_version: value.1.initialized_at_cluster_version,
diff --git a/src/meta/src/controller/rename.rs b/src/meta/src/controller/rename.rs
index bbddc6461db47..3947413ba8689 100644
--- a/src/meta/src/controller/rename.rs
+++ b/src/meta/src/controller/rename.rs
@@ -175,7 +175,7 @@ impl QueryRewriter<'_> {
     ///
     /// So that we DON'T have to:
     /// 1. rewrite the select and expr part like `schema.table.column`, `table.column`,
-    /// `alias.column` etc.
+    ///    `alias.column` etc.
     /// 2. handle the case that the old name is used as alias.
     /// 3. handle the case that the new name is used as alias.
     fn visit_table_factor(&self, table_factor: &mut TableFactor) {
diff --git a/src/meta/src/controller/session_params.rs b/src/meta/src/controller/session_params.rs
index 4a27967fa2b0a..566170a0ef4d2 100644
--- a/src/meta/src/controller/session_params.rs
+++ b/src/meta/src/controller/session_params.rs
@@ -151,7 +151,7 @@ mod tests {
         use sea_orm::QueryFilter;
 
         let env = MetaSrvEnv::for_test_with_sql_meta_store().await;
-        let meta_store = env.meta_store().as_sql();
+        let meta_store = env.meta_store_ref().as_sql();
         let init_params = SessionConfig::default();
 
         // init system parameter controller as first launch.
diff --git a/src/meta/src/controller/streaming_job.rs b/src/meta/src/controller/streaming_job.rs
index 8c597041e2f75..3e2c5db4776db 100644
--- a/src/meta/src/controller/streaming_job.rs
+++ b/src/meta/src/controller/streaming_job.rs
@@ -53,7 +53,7 @@ use risingwave_pb::stream_plan::update_mutation::{MergeUpdate, PbMergeUpdate};
 use risingwave_pb::stream_plan::{
     PbDispatcher, PbDispatcherType, PbFragmentTypeFlag, PbStreamActor,
 };
-use sea_orm::sea_query::{Expr, SimpleExpr};
+use sea_orm::sea_query::{Expr, Query, SimpleExpr};
 use sea_orm::ActiveValue::Set;
 use sea_orm::{
     ActiveEnum, ActiveModelTrait, ColumnTrait, DatabaseTransaction, EntityTrait, IntoActiveModel,
@@ -124,6 +124,39 @@ impl CatalogController {
         )
         .await?;
 
+        // check if any dependent relation is in altering status.
+        let dependent_relations = streaming_job.dependent_relations();
+        if !dependent_relations.is_empty() {
+            let altering_cnt = ObjectDependency::find()
+                .join(
+                    JoinType::InnerJoin,
+                    object_dependency::Relation::Object1.def(),
+                )
+                .join(JoinType::InnerJoin, object::Relation::StreamingJob.def())
+                .filter(
+                    object_dependency::Column::Oid
+                        .is_in(dependent_relations.iter().map(|id| *id as ObjectId))
+                        .and(object::Column::ObjType.eq(ObjectType::Table))
+                        .and(streaming_job::Column::JobStatus.ne(JobStatus::Created))
+                        .and(
+                            // It means the referring table is just dummy for altering.
+                            object::Column::Oid.not_in_subquery(
+                                Query::select()
+                                    .column(table::Column::TableId)
+                                    .from(Table)
+                                    .to_owned(),
+                            ),
+                        ),
+                )
+                .count(&txn)
+                .await?;
+            if altering_cnt != 0 {
+                return Err(MetaError::permission_denied(
+                    "some dependent relations are being altered",
+                ));
+            }
+        }
+
         match streaming_job {
             StreamingJob::MaterializedView(table) => {
                 let job_id = Self::create_streaming_job_obj(
@@ -256,7 +289,6 @@ impl CatalogController {
         }
 
         // record object dependency.
-        let dependent_relations = streaming_job.dependent_relations();
         if !dependent_relations.is_empty() {
             ObjectDependency::insert_many(dependent_relations.into_iter().map(|id| {
                 object_dependency::ActiveModel {
@@ -379,7 +411,7 @@ impl CatalogController {
         &self,
         job_id: ObjectId,
         is_cancelled: bool,
-    ) -> MetaResult<(bool, Vec<TableId>)> {
+    ) -> MetaResult<bool> {
         let inner = self.inner.write().await;
         let txn = inner.db.begin().await?;
 
@@ -389,7 +421,7 @@ impl CatalogController {
                 id = job_id,
                 "streaming job not found when aborting creating, might be cleaned by recovery"
             );
-            return Ok((true, Vec::new()));
+            return Ok(true);
         }
 
         if !is_cancelled {
@@ -404,7 +436,7 @@ impl CatalogController {
                         id = job_id,
                         "streaming job is created in background and still in creating status"
                     );
-                    return Ok((false, Vec::new()));
+                    return Ok(false);
                 }
             }
         }
@@ -417,13 +449,6 @@ impl CatalogController {
             .all(&txn)
             .await?;
 
-        let mv_table_id: Option<TableId> = Table::find_by_id(job_id)
-            .select_only()
-            .column(table::Column::TableId)
-            .into_tuple()
-            .one(&txn)
-            .await?;
-
         let associated_source_id: Option<SourceId> = Table::find_by_id(job_id)
             .select_only()
             .column(table::Column::OptionalAssociatedSourceId)
@@ -444,11 +469,7 @@ impl CatalogController {
         }
         txn.commit().await?;
 
-        let mut state_table_ids = internal_table_ids;
-
-        state_table_ids.extend(mv_table_id.into_iter());
-
-        Ok((true, state_table_ids))
+        Ok(true)
     }
 
     pub async fn post_collect_table_fragments(
@@ -541,12 +562,33 @@ impl CatalogController {
             return Err(MetaError::permission_denied("table version is stale"));
         }
 
+        // 2. check concurrent replace.
+        let referring_cnt = ObjectDependency::find()
+            .join(
+                JoinType::InnerJoin,
+                object_dependency::Relation::Object1.def(),
+            )
+            .join(JoinType::InnerJoin, object::Relation::StreamingJob.def())
+            .filter(
+                object_dependency::Column::Oid
+                    .eq(id as ObjectId)
+                    .and(object::Column::ObjType.eq(ObjectType::Table))
+                    .and(streaming_job::Column::JobStatus.ne(JobStatus::Created)),
+            )
+            .count(&txn)
+            .await?;
+        if referring_cnt != 0 {
+            return Err(MetaError::permission_denied(
+                "table is being altered or referenced by some creating jobs",
+            ));
+        }
+
         let parallelism = match specified_parallelism {
             None => StreamingParallelism::Adaptive,
             Some(n) => StreamingParallelism::Fixed(n.get() as _),
         };
 
-        // 2. create streaming object for new replace table.
+        // 3. create streaming object for new replace table.
         let obj_id = Self::create_streaming_job_obj(
             &txn,
             ObjectType::Table,
@@ -559,7 +601,7 @@ impl CatalogController {
         )
         .await?;
 
-        // 3. record dependency for new replace table.
+        // 4. record dependency for new replace table.
         ObjectDependency::insert(object_dependency::ActiveModel {
             oid: Set(id as _),
             used_by: Set(obj_id as _),
@@ -1401,7 +1443,7 @@ impl CatalogController {
             fragment.update(&txn).await?;
 
             let worker_slot_mapping = ParallelUnitMapping::from_protobuf(&vnode_mapping)
-                .to_worker_slot(&parallel_unit_to_worker)
+                .to_worker_slot(&parallel_unit_to_worker)?
                 .to_protobuf();
 
             fragment_mapping_to_notify.push(FragmentWorkerSlotMapping {
diff --git a/src/meta/src/controller/utils.rs b/src/meta/src/controller/utils.rs
index b98788248a115..8a8f1b2d71cda 100644
--- a/src/meta/src/controller/utils.rs
+++ b/src/meta/src/controller/utils.rs
@@ -16,7 +16,6 @@ use std::collections::{BTreeSet, HashMap, HashSet};
 
 use anyhow::anyhow;
 use itertools::Itertools;
-use risingwave_common::hash::ParallelUnitMapping;
 use risingwave_meta_model_migration::WithQuery;
 use risingwave_meta_model_v2::actor::ActorStatus;
 use risingwave_meta_model_v2::fragment::DistributionType;
@@ -43,6 +42,7 @@ use sea_orm::{
     Order, PaginatorTrait, QueryFilter, QuerySelect, RelationTrait, Statement,
 };
 
+use crate::controller::catalog::CatalogController;
 use crate::{MetaError, MetaResult};
 
 /// This function will construct a query using recursive cte to find all objects[(id, `obj_type`)] that are used by the given object.
@@ -852,17 +852,7 @@ where
         .all(db)
         .await?;
 
-    Ok(fragment_mappings
-        .into_iter()
-        .map(|(fragment_id, mapping)| PbFragmentWorkerSlotMapping {
-            fragment_id: fragment_id as _,
-            mapping: Some(
-                ParallelUnitMapping::from_protobuf(&mapping.to_protobuf())
-                    .to_worker_slot(&parallel_unit_to_worker)
-                    .to_protobuf(),
-            ),
-        })
-        .collect())
+    CatalogController::convert_fragment_mappings(fragment_mappings, &parallel_unit_to_worker)
 }
 
 /// `get_fragment_mappings_by_jobs` returns the fragment vnode mappings of the given job list.
@@ -934,15 +924,19 @@ pub fn find_stream_source(stream_node: &PbStreamNode) -> Option<&StreamSource> {
 pub async fn resolve_source_register_info_for_jobs<C>(
     db: &C,
     streaming_jobs: Vec<ObjectId>,
-) -> MetaResult<(HashMap<SourceId, BTreeSet<FragmentId>>, HashSet<ActorId>)>
+) -> MetaResult<(
+    HashMap<SourceId, BTreeSet<FragmentId>>,
+    HashSet<ActorId>,
+    HashSet<FragmentId>,
+)>
 where
     C: ConnectionTrait,
 {
     if streaming_jobs.is_empty() {
-        return Ok((HashMap::default(), HashSet::default()));
+        return Ok((HashMap::default(), HashSet::default(), HashSet::default()));
     }
 
-    let mut fragments: Vec<(FragmentId, i32, StreamNode)> = Fragment::find()
+    let fragments: Vec<(FragmentId, i32, StreamNode)> = Fragment::find()
         .select_only()
         .columns([
             fragment::Column::FragmentId,
@@ -963,10 +957,16 @@ where
         .all(db)
         .await?;
 
-    fragments.retain(|(_, mask, _)| *mask & PbFragmentTypeFlag::Source as i32 != 0);
+    let removed_fragments = fragments
+        .iter()
+        .map(|(fragment_id, _, _)| *fragment_id)
+        .collect();
 
     let mut source_fragment_ids = HashMap::new();
-    for (fragment_id, _, stream_node) in fragments {
+    for (fragment_id, mask, stream_node) in fragments {
+        if mask & PbFragmentTypeFlag::Source as i32 == 0 {
+            continue;
+        }
         if let Some(source) = find_stream_source(&stream_node.to_protobuf()) {
             source_fragment_ids
                 .entry(source.source_id as SourceId)
@@ -975,7 +975,11 @@ where
         }
     }
 
-    Ok((source_fragment_ids, actors.into_iter().collect()))
+    Ok((
+        source_fragment_ids,
+        actors.into_iter().collect(),
+        removed_fragments,
+    ))
 }
 
 pub(crate) async fn get_parallel_unit_to_worker_map<C>(db: &C) -> MetaResult<HashMap<u32, u32>>
diff --git a/src/meta/src/error.rs b/src/meta/src/error.rs
index 8aeaed2f9c5a8..9d3d558ac4839 100644
--- a/src/meta/src/error.rs
+++ b/src/meta/src/error.rs
@@ -13,6 +13,7 @@
 // limitations under the License.
 
 use risingwave_common::error::BoxedError;
+use risingwave_common::hash::ParallelUnitError;
 use risingwave_common::session_config::SessionConfigError;
 use risingwave_connector::error::ConnectorError;
 use risingwave_connector::sink::SinkError;
@@ -125,6 +126,13 @@ pub enum MetaErrorInner {
     // Indicates that recovery was triggered manually.
     #[error("adhoc recovery triggered")]
     AdhocRecovery,
+
+    #[error("ParallelUnit error: {0}")]
+    ParallelUnit(
+        #[from]
+        #[backtrace]
+        ParallelUnitError,
+    ),
 }
 
 impl MetaError {
diff --git a/src/meta/src/hummock/compaction/compaction_config.rs b/src/meta/src/hummock/compaction/compaction_config.rs
index 6048e301c97d6..de91bf4f79ded 100644
--- a/src/meta/src/hummock/compaction/compaction_config.rs
+++ b/src/meta/src/hummock/compaction/compaction_config.rs
@@ -17,8 +17,6 @@ use risingwave_common::config::CompactionConfig as CompactionConfigOpt;
 use risingwave_pb::hummock::compaction_config::CompactionMode;
 use risingwave_pb::hummock::CompactionConfig;
 
-const MAX_LEVEL: u64 = 6;
-
 pub struct CompactionConfigBuilder {
     config: CompactionConfig,
 }
@@ -29,7 +27,7 @@ impl CompactionConfigBuilder {
             config: CompactionConfig {
                 max_bytes_for_level_base: compaction_config::max_bytes_for_level_base(),
                 max_bytes_for_level_multiplier: compaction_config::max_bytes_for_level_multiplier(),
-                max_level: MAX_LEVEL,
+                max_level: compaction_config::max_level() as u64,
                 max_compaction_bytes: compaction_config::max_compaction_bytes(),
                 sub_level_max_compaction_bytes: compaction_config::sub_level_max_compaction_bytes(),
                 level0_tier_compact_file_number: compaction_config::level0_tier_compact_file_number(
@@ -66,6 +64,7 @@ impl CompactionConfigBuilder {
                     compaction_config::level0_overlapping_sub_level_compact_level_count(),
                 tombstone_reclaim_ratio: compaction_config::tombstone_reclaim_ratio(),
                 enable_emergency_picker: compaction_config::enable_emergency_picker(),
+                max_l0_compact_level_count: compaction_config::max_l0_compact_level_count(),
             },
         }
     }
@@ -94,6 +93,7 @@ impl CompactionConfigBuilder {
             .max_space_reclaim_bytes(opt.max_space_reclaim_bytes)
             .level0_max_compact_file_number(opt.level0_max_compact_file_number)
             .tombstone_reclaim_ratio(opt.tombstone_reclaim_ratio)
+            .max_level(opt.max_level as u64)
     }
 
     pub fn build(self) -> CompactionConfig {
diff --git a/src/meta/src/hummock/compaction/mod.rs b/src/meta/src/hummock/compaction/mod.rs
index 1d1c2fe4b99fb..bf4b608fe59ad 100644
--- a/src/meta/src/hummock/compaction/mod.rs
+++ b/src/meta/src/hummock/compaction/mod.rs
@@ -16,12 +16,12 @@
 
 pub mod compaction_config;
 mod overlap_strategy;
-use risingwave_common::catalog::TableOption;
+use risingwave_common::catalog::{TableId, TableOption};
 use risingwave_pb::hummock::compact_task::{self, TaskType};
 
 mod picker;
 pub mod selector;
-use std::collections::{HashMap, HashSet};
+use std::collections::{BTreeSet, HashMap, HashSet};
 use std::fmt::{Debug, Formatter};
 use std::sync::Arc;
 
@@ -92,6 +92,7 @@ impl CompactStatus {
     pub fn get_compact_task(
         &mut self,
         levels: &Levels,
+        member_table_ids: &BTreeSet<TableId>,
         task_id: HummockCompactionTaskId,
         group: &CompactionGroup,
         stats: &mut LocalSelectorStatistic,
@@ -106,6 +107,7 @@ impl CompactStatus {
             task_id,
             group,
             levels,
+            member_table_ids,
             &mut self.level_handlers,
             stats,
             table_id_to_options.clone(),
@@ -121,6 +123,7 @@ impl CompactStatus {
                     task_id,
                     group,
                     levels,
+                    member_table_ids,
                     &mut self.level_handlers,
                     stats,
                     table_id_to_options,
diff --git a/src/meta/src/hummock/compaction/picker/base_level_compaction_picker.rs b/src/meta/src/hummock/compaction/picker/base_level_compaction_picker.rs
index f98e14203d95b..bf05afc6c6e88 100644
--- a/src/meta/src/hummock/compaction/picker/base_level_compaction_picker.rs
+++ b/src/meta/src/hummock/compaction/picker/base_level_compaction_picker.rs
@@ -166,6 +166,7 @@ impl LevelCompactionPicker {
             self.config.level0_max_compact_file_number,
             overlap_strategy.clone(),
             self.developer_config.enable_check_task_level_overlap,
+            self.config.max_l0_compact_level_count as usize,
         );
 
         let mut max_vnode_partition_idx = 0;
@@ -325,7 +326,6 @@ pub mod tests {
                     generate_table(1, 1, 201, 210, 1),
                 ],
             )],
-            member_table_ids: vec![1],
             ..Default::default()
         };
         let mut local_stats = LocalPickerStatistic::default();
@@ -418,7 +418,6 @@ pub mod tests {
                 total_file_size: 0,
                 uncompressed_file_size: 0,
             }),
-            member_table_ids: vec![1],
             ..Default::default()
         };
         push_tables_level0_nonoverlapping(&mut levels, vec![generate_table(1, 1, 50, 140, 2)]);
@@ -481,7 +480,6 @@ pub mod tests {
                 total_file_size: 0,
                 uncompressed_file_size: 0,
             }),
-            member_table_ids: vec![1],
             ..Default::default()
         };
         push_tables_level0_nonoverlapping(
@@ -585,7 +583,6 @@ pub mod tests {
         let levels = Levels {
             l0: Some(l0),
             levels: vec![generate_level(1, vec![generate_table(3, 1, 0, 100000, 1)])],
-            member_table_ids: vec![1],
             ..Default::default()
         };
         let levels_handler = vec![LevelHandler::new(0), LevelHandler::new(1)];
@@ -663,7 +660,6 @@ pub mod tests {
         let levels = Levels {
             l0: Some(l0),
             levels: vec![generate_level(1, vec![generate_table(3, 1, 0, 100000, 1)])],
-            member_table_ids: vec![1],
             ..Default::default()
         };
         let mut levels_handler = vec![LevelHandler::new(0), LevelHandler::new(1)];
@@ -730,7 +726,6 @@ pub mod tests {
         let levels = Levels {
             l0: Some(l0),
             levels: vec![generate_level(1, vec![generate_table(3, 1, 1, 100, 1)])],
-            member_table_ids: vec![1],
             ..Default::default()
         };
         let mut levels_handler = vec![LevelHandler::new(0), LevelHandler::new(1)];
diff --git a/src/meta/src/hummock/compaction/picker/compaction_task_validator.rs b/src/meta/src/hummock/compaction/picker/compaction_task_validator.rs
index 29119ae283b0a..c7dd27a6b1907 100644
--- a/src/meta/src/hummock/compaction/picker/compaction_task_validator.rs
+++ b/src/meta/src/hummock/compaction/picker/compaction_task_validator.rs
@@ -17,7 +17,7 @@ use std::sync::Arc;
 
 use risingwave_pb::hummock::CompactionConfig;
 
-use super::{CompactionInput, LocalPickerStatistic, MAX_COMPACT_LEVEL_COUNT};
+use super::{CompactionInput, LocalPickerStatistic};
 
 #[derive(Debug, PartialEq, Eq, PartialOrd, Ord, Hash)]
 pub enum ValidationRuleType {
@@ -89,14 +89,8 @@ struct TierCompactionTaskValidationRule {
 
 impl CompactionTaskValidationRule for TierCompactionTaskValidationRule {
     fn validate(&self, input: &CompactionInput, stats: &mut LocalPickerStatistic) -> bool {
-        // Limit sstable file count to avoid using too much memory.
-        let overlapping_max_compact_file_numer = std::cmp::min(
-            self.config.level0_max_compact_file_number,
-            MAX_COMPACT_LEVEL_COUNT as u64,
-        );
-
-        if input.total_file_count >= overlapping_max_compact_file_numer
-            || input.input_levels.len() >= MAX_COMPACT_LEVEL_COUNT
+        if input.total_file_count >= self.config.level0_max_compact_file_number
+            || input.input_levels.len() >= self.config.max_l0_compact_level_count as usize
         {
             return true;
         }
@@ -130,7 +124,7 @@ impl CompactionTaskValidationRule for IntraCompactionTaskValidationRule {
     fn validate(&self, input: &CompactionInput, stats: &mut LocalPickerStatistic) -> bool {
         if (input.total_file_count >= self.config.level0_max_compact_file_number
             && input.input_levels.len() > 1)
-            || input.input_levels.len() >= MAX_COMPACT_LEVEL_COUNT
+            || input.input_levels.len() >= self.config.max_l0_compact_level_count as usize
         {
             return true;
         }
@@ -178,7 +172,7 @@ struct BaseCompactionTaskValidationRule {
 impl CompactionTaskValidationRule for BaseCompactionTaskValidationRule {
     fn validate(&self, input: &CompactionInput, stats: &mut LocalPickerStatistic) -> bool {
         if input.total_file_count >= self.config.level0_max_compact_file_number
-            || input.input_levels.len() >= MAX_COMPACT_LEVEL_COUNT
+            || input.input_levels.len() >= self.config.max_l0_compact_level_count as usize
         {
             return true;
         }
diff --git a/src/meta/src/hummock/compaction/picker/intra_compaction_picker.rs b/src/meta/src/hummock/compaction/picker/intra_compaction_picker.rs
index 993ad79d59b2e..5cc65bd38a1c8 100644
--- a/src/meta/src/hummock/compaction/picker/intra_compaction_picker.rs
+++ b/src/meta/src/hummock/compaction/picker/intra_compaction_picker.rs
@@ -144,6 +144,7 @@ impl IntraCompactionPicker {
                 self.config.level0_max_compact_file_number,
                 overlap_strategy.clone(),
                 self.developer_config.enable_check_task_level_overlap,
+                self.config.max_l0_compact_level_count as usize,
             );
 
             let l0_select_tables_vec = non_overlap_sub_level_picker
@@ -427,7 +428,6 @@ pub mod tests {
                 total_file_size: 0,
                 uncompressed_file_size: 0,
             }),
-            member_table_ids: vec![1],
             ..Default::default()
         };
         push_tables_level0_nonoverlapping(
@@ -472,7 +472,6 @@ pub mod tests {
                 generate_table(1, 1, 100, 210, 2),
                 generate_table(2, 1, 200, 250, 2),
             ])),
-            member_table_ids: vec![1],
             ..Default::default()
         };
         let mut levels_handler = vec![LevelHandler::new(0), LevelHandler::new(1)];
@@ -510,7 +509,6 @@ pub mod tests {
             let levels = Levels {
                 l0: Some(l0),
                 levels: vec![generate_level(1, vec![generate_table(100, 1, 0, 1000, 1)])],
-                member_table_ids: vec![1],
                 ..Default::default()
             };
             let mut levels_handler = vec![LevelHandler::new(0), LevelHandler::new(1)];
@@ -559,7 +557,6 @@ pub mod tests {
             let levels = Levels {
                 l0: Some(l0),
                 levels: vec![generate_level(1, vec![generate_table(100, 1, 0, 1000, 1)])],
-                member_table_ids: vec![1],
                 ..Default::default()
             };
             let mut levels_handler = vec![LevelHandler::new(0), LevelHandler::new(1)];
@@ -631,7 +628,6 @@ pub mod tests {
             let levels = Levels {
                 l0: Some(l0),
                 levels: vec![generate_level(1, vec![generate_table(100, 1, 0, 1000, 1)])],
-                member_table_ids: vec![1],
                 ..Default::default()
             };
             let mut levels_handler = vec![LevelHandler::new(0), LevelHandler::new(1)];
@@ -707,7 +703,6 @@ pub mod tests {
         let levels = Levels {
             l0: Some(l0),
             levels: vec![generate_level(1, vec![generate_table(100, 1, 0, 1000, 1)])],
-            member_table_ids: vec![1],
             ..Default::default()
         };
         levels_handler[1].add_pending_task(100, 1, levels.levels[0].get_table_infos());
@@ -728,7 +723,6 @@ pub mod tests {
         let mut levels = Levels {
             l0: Some(l0),
             levels: vec![generate_level(1, vec![generate_table(100, 1, 0, 1000, 1)])],
-            member_table_ids: vec![1],
             ..Default::default()
         };
         assert!(picker
@@ -826,7 +820,6 @@ pub mod tests {
         let levels = Levels {
             l0: Some(l0),
             levels: vec![generate_level(1, vec![generate_table(100, 1, 0, 1000, 1)])],
-            member_table_ids: vec![1],
             ..Default::default()
         };
 
diff --git a/src/meta/src/hummock/compaction/picker/manual_compaction_picker.rs b/src/meta/src/hummock/compaction/picker/manual_compaction_picker.rs
index 82e58b87c5517..2d1b2c95b20aa 100644
--- a/src/meta/src/hummock/compaction/picker/manual_compaction_picker.rs
+++ b/src/meta/src/hummock/compaction/picker/manual_compaction_picker.rs
@@ -326,7 +326,7 @@ impl CompactionPicker for ManualCompactionPicker {
 
 #[cfg(test)]
 pub mod tests {
-    use std::collections::HashMap;
+    use std::collections::{BTreeSet, HashMap};
 
     use risingwave_pb::hummock::compact_task;
     pub use risingwave_pb::hummock::KeyRange;
@@ -1198,6 +1198,7 @@ pub mod tests {
                     1,
                     &group_config,
                     &levels,
+                    &BTreeSet::new(),
                     &mut levels_handler,
                     &mut local_stats,
                     HashMap::default(),
@@ -1235,6 +1236,7 @@ pub mod tests {
                     2,
                     &group_config,
                     &levels,
+                    &BTreeSet::new(),
                     &mut levels_handler,
                     &mut local_stats,
                     HashMap::default(),
@@ -1308,6 +1310,7 @@ pub mod tests {
                     1,
                     &group_config,
                     &levels,
+                    &BTreeSet::new(),
                     &mut levels_handler,
                     &mut local_stats,
                     HashMap::default(),
@@ -1347,6 +1350,7 @@ pub mod tests {
                     1,
                     &group_config,
                     &levels,
+                    &BTreeSet::new(),
                     &mut levels_handler,
                     &mut local_stats,
                     HashMap::default(),
diff --git a/src/meta/src/hummock/compaction/picker/min_overlap_compaction_picker.rs b/src/meta/src/hummock/compaction/picker/min_overlap_compaction_picker.rs
index a0d896daa439c..57dd5469d42ae 100644
--- a/src/meta/src/hummock/compaction/picker/min_overlap_compaction_picker.rs
+++ b/src/meta/src/hummock/compaction/picker/min_overlap_compaction_picker.rs
@@ -20,7 +20,7 @@ use risingwave_hummock_sdk::prost_key_range::KeyRangeExt;
 use risingwave_pb::hummock::hummock_version::Levels;
 use risingwave_pb::hummock::{InputLevel, Level, LevelType, SstableInfo};
 
-use super::{CompactionInput, CompactionPicker, LocalPickerStatistic, MAX_COMPACT_LEVEL_COUNT};
+use super::{CompactionInput, CompactionPicker, LocalPickerStatistic};
 use crate::hummock::compaction::overlap_strategy::OverlapStrategy;
 use crate::hummock::level_handler::LevelHandler;
 
@@ -197,6 +197,7 @@ impl NonOverlapSubLevelPicker {
         max_file_count: u64,
         overlap_strategy: Arc<dyn OverlapStrategy>,
         enable_check_task_level_overlap: bool,
+        max_expected_level_count: usize,
     ) -> Self {
         Self {
             min_compaction_bytes,
@@ -205,7 +206,7 @@ impl NonOverlapSubLevelPicker {
             max_file_count,
             overlap_strategy,
             enable_check_task_level_overlap,
-            max_expected_level_count: MAX_COMPACT_LEVEL_COUNT,
+            max_expected_level_count,
         }
     }
 
@@ -533,6 +534,8 @@ impl NonOverlapSubLevelPicker {
 pub mod tests {
     use std::collections::BTreeSet;
 
+    use risingwave_common::config::default::compaction_config;
+
     use super::*;
     use crate::hummock::compaction::overlap_strategy::RangeOverlapStrategy;
     use crate::hummock::compaction::selector::tests::{
@@ -736,6 +739,7 @@ pub mod tests {
                 10000,
                 Arc::new(RangeOverlapStrategy::default()),
                 true,
+                compaction_config::max_l0_compact_level_count() as usize,
             );
             let ret = picker.pick_l0_multi_non_overlap_level(&levels, &levels_handlers[0]);
             assert_eq!(6, ret.len());
@@ -750,6 +754,7 @@ pub mod tests {
                 10000,
                 Arc::new(RangeOverlapStrategy::default()),
                 true,
+                compaction_config::max_l0_compact_level_count() as usize,
             );
             let ret = picker.pick_l0_multi_non_overlap_level(&levels, &levels_handlers[0]);
             assert_eq!(6, ret.len());
@@ -764,6 +769,7 @@ pub mod tests {
                 5,
                 Arc::new(RangeOverlapStrategy::default()),
                 true,
+                compaction_config::max_l0_compact_level_count() as usize,
             );
             let ret = picker.pick_l0_multi_non_overlap_level(&levels, &levels_handlers[0]);
             assert_eq!(6, ret.len());
@@ -839,6 +845,7 @@ pub mod tests {
                 10000,
                 Arc::new(RangeOverlapStrategy::default()),
                 true,
+                compaction_config::max_l0_compact_level_count() as usize,
             );
             let ret = picker.pick_l0_multi_non_overlap_level(&levels, &levels_handlers[0]);
             assert_eq!(6, ret.len());
@@ -854,6 +861,7 @@ pub mod tests {
                 10000,
                 Arc::new(RangeOverlapStrategy::default()),
                 true,
+                compaction_config::max_l0_compact_level_count() as usize,
             );
             let ret = picker.pick_l0_multi_non_overlap_level(&levels, &levels_handlers[0]);
             assert_eq!(6, ret.len());
@@ -869,6 +877,7 @@ pub mod tests {
                 max_file_count,
                 Arc::new(RangeOverlapStrategy::default()),
                 true,
+                compaction_config::max_l0_compact_level_count() as usize,
             );
             let ret = picker.pick_l0_multi_non_overlap_level(&levels, &levels_handlers[0]);
             assert_eq!(6, ret.len());
@@ -892,6 +901,7 @@ pub mod tests {
                 10000,
                 Arc::new(RangeOverlapStrategy::default()),
                 true,
+                compaction_config::max_l0_compact_level_count() as usize,
             );
             let ret = picker.pick_l0_multi_non_overlap_level(&levels, &levels_handlers[0]);
             assert_eq!(3, ret.len());
@@ -1019,6 +1029,7 @@ pub mod tests {
                 10000,
                 Arc::new(RangeOverlapStrategy::default()),
                 true,
+                compaction_config::max_l0_compact_level_count() as usize,
             );
             let ret = picker.pick_l0_multi_non_overlap_level(&levels, &levels_handlers[0]);
             {
@@ -1036,6 +1047,7 @@ pub mod tests {
                 10000,
                 Arc::new(RangeOverlapStrategy::default()),
                 true,
+                compaction_config::max_l0_compact_level_count() as usize,
             );
             let ret = picker.pick_l0_multi_non_overlap_level(&levels, &levels_handlers[0]);
             {
@@ -1053,6 +1065,7 @@ pub mod tests {
                 3,
                 Arc::new(RangeOverlapStrategy::default()),
                 true,
+                compaction_config::max_l0_compact_level_count() as usize,
             );
             let ret = picker.pick_l0_multi_non_overlap_level(&levels, &levels_handlers[0]);
             {
diff --git a/src/meta/src/hummock/compaction/picker/mod.rs b/src/meta/src/hummock/compaction/picker/mod.rs
index 7e33123272684..6d464b9a33bcd 100644
--- a/src/meta/src/hummock/compaction/picker/mod.rs
+++ b/src/meta/src/hummock/compaction/picker/mod.rs
@@ -43,8 +43,6 @@ pub use ttl_reclaim_compaction_picker::{TtlPickerState, TtlReclaimCompactionPick
 
 use crate::hummock::level_handler::LevelHandler;
 
-pub const MAX_COMPACT_LEVEL_COUNT: usize = 42;
-
 #[derive(Default, Debug)]
 pub struct LocalPickerStatistic {
     pub skip_by_write_amp_limit: u64,
@@ -97,18 +95,3 @@ pub trait CompactionPicker {
         stats: &mut LocalPickerStatistic,
     ) -> Option<CompactionInput>;
 }
-
-#[derive(Default, Clone, Debug)]
-pub struct PartitionLevelInfo {
-    pub level_id: u32,
-    pub sub_level_id: u64,
-    pub left_idx: usize,
-    pub right_idx: usize,
-    pub total_file_size: u64,
-}
-
-#[derive(Default, Clone, Debug)]
-pub struct LevelPartition {
-    pub sub_levels: Vec<PartitionLevelInfo>,
-    pub total_file_size: u64,
-}
diff --git a/src/meta/src/hummock/compaction/picker/space_reclaim_compaction_picker.rs b/src/meta/src/hummock/compaction/picker/space_reclaim_compaction_picker.rs
index ab9f74c063a0b..b94f7587dd04e 100644
--- a/src/meta/src/hummock/compaction/picker/space_reclaim_compaction_picker.rs
+++ b/src/meta/src/hummock/compaction/picker/space_reclaim_compaction_picker.rs
@@ -168,10 +168,11 @@ impl SpaceReclaimCompactionPicker {
 #[cfg(test)]
 mod test {
 
-    use std::collections::HashMap;
+    use std::collections::{BTreeSet, HashMap};
     use std::sync::Arc;
 
     use itertools::Itertools;
+    use risingwave_common::catalog::TableId;
     use risingwave_pb::hummock::compact_task;
     pub use risingwave_pb::hummock::{Level, LevelType};
 
@@ -234,11 +235,12 @@ mod test {
         }
 
         assert_eq!(levels.len(), 4);
-        let mut levels = Levels {
+        let levels = Levels {
             levels,
             l0: Some(l0),
             ..Default::default()
         };
+        let mut member_table_ids = BTreeSet::new();
         let mut levels_handler = (0..5).map(LevelHandler::new).collect_vec();
         let mut local_stats = LocalSelectorStatistic::default();
 
@@ -252,6 +254,7 @@ mod test {
                     1,
                     &group_config,
                     &levels,
+                    &member_table_ids,
                     &mut levels_handler,
                     &mut local_stats,
                     HashMap::default(),
@@ -268,6 +271,7 @@ mod test {
                     1,
                     &group_config,
                     &levels,
+                    &member_table_ids,
                     &mut levels_handler,
                     &mut local_stats,
                     HashMap::default(),
@@ -308,6 +312,7 @@ mod test {
                     1,
                     &group_config,
                     &levels,
+                    &member_table_ids,
                     &mut levels_handler,
                     &mut local_stats,
                     HashMap::default(),
@@ -334,6 +339,7 @@ mod test {
                     1,
                     &group_config,
                     &levels,
+                    &member_table_ids,
                     &mut levels_handler,
                     &mut local_stats,
                     HashMap::default(),
@@ -351,12 +357,17 @@ mod test {
                 }
             }
 
-            levels.member_table_ids = vec![0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10];
+            member_table_ids = BTreeSet::from_iter(
+                [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
+                    .into_iter()
+                    .map(TableId::new),
+            );
             // pick space reclaim
             let task = selector.pick_compaction(
                 1,
                 &group_config,
                 &levels,
+                &member_table_ids,
                 &mut levels_handler,
                 &mut local_stats,
                 HashMap::default(),
@@ -372,13 +383,15 @@ mod test {
                 }
             }
 
-            levels.member_table_ids = vec![2, 3, 4, 5, 6, 7, 8, 9];
+            member_table_ids =
+                BTreeSet::from_iter([2, 3, 4, 5, 6, 7, 8, 9].into_iter().map(TableId::new));
             // pick space reclaim
             let task = selector
                 .pick_compaction(
                     1,
                     &group_config,
                     &levels,
+                    &member_table_ids,
                     &mut levels_handler,
                     &mut local_stats,
                     HashMap::default(),
@@ -407,7 +420,7 @@ mod test {
             // rebuild selector
             selector = SpaceReclaimCompactionSelector::default();
             // cut range [3,4] [6] [8,9,10]
-            levels.member_table_ids = vec![0, 1, 2, 5, 7];
+            member_table_ids = BTreeSet::from_iter([0, 1, 2, 5, 7].into_iter().map(TableId::new));
             let expect_task_file_count = [2, 1, 4];
             let expect_task_sst_id_range = [vec![3, 4], vec![6], vec![8, 9, 10, 11]];
             for (index, x) in expect_task_file_count.iter().enumerate() {
@@ -417,6 +430,7 @@ mod test {
                         1,
                         &group_config,
                         &levels,
+                        &member_table_ids,
                         &mut levels_handler,
                         &mut local_stats,
                         HashMap::default(),
@@ -458,12 +472,13 @@ mod test {
             // rebuild selector
             selector = SpaceReclaimCompactionSelector::default();
             // cut range [3,4] [6] [8,9,10]
-            levels.member_table_ids = vec![0, 1, 2, 5, 7];
+
+            member_table_ids = BTreeSet::from_iter([0, 1, 2, 5, 7].into_iter().map(TableId::new));
             let expect_task_file_count = [2, 1, 5];
             let expect_task_sst_id_range = [vec![3, 4], vec![6], vec![7, 8, 9, 10, 11]];
             for (index, x) in expect_task_file_count.iter().enumerate() {
                 if index == expect_task_file_count.len() - 1 {
-                    levels.member_table_ids = vec![2, 5];
+                    member_table_ids = BTreeSet::from_iter([2, 5].into_iter().map(TableId::new));
                 }
 
                 // // pick space reclaim
@@ -472,6 +487,7 @@ mod test {
                         1,
                         &group_config,
                         &levels,
+                        &member_table_ids,
                         &mut levels_handler,
                         &mut local_stats,
                         HashMap::default(),
diff --git a/src/meta/src/hummock/compaction/picker/tier_compaction_picker.rs b/src/meta/src/hummock/compaction/picker/tier_compaction_picker.rs
index 9ed22ba551fcc..ea25211b44749 100644
--- a/src/meta/src/hummock/compaction/picker/tier_compaction_picker.rs
+++ b/src/meta/src/hummock/compaction/picker/tier_compaction_picker.rs
@@ -21,7 +21,6 @@ use super::{
     CompactionInput, CompactionPicker, CompactionTaskValidator, LocalPickerStatistic,
     ValidationRuleType,
 };
-use crate::hummock::compaction::picker::MAX_COMPACT_LEVEL_COUNT;
 use crate::hummock::level_handler::LevelHandler;
 
 pub struct TierCompactionPicker {
@@ -87,10 +86,7 @@ impl TierCompactionPicker {
             let mut compaction_bytes = level.total_file_size;
             let mut compact_file_count = level.table_infos.len() as u64;
             // Limit sstable file count to avoid using too much memory.
-            let overlapping_max_compact_file_numer = std::cmp::min(
-                self.config.level0_max_compact_file_number,
-                MAX_COMPACT_LEVEL_COUNT as u64,
-            );
+            let overlapping_max_compact_file_numer = self.config.level0_max_compact_file_number;
 
             for other in &l0.sub_levels[idx + 1..] {
                 if compaction_bytes > max_compaction_bytes {
@@ -295,7 +291,6 @@ pub mod tests {
                 sub_levels: vec![l1, l2],
             }),
             levels: vec![],
-            member_table_ids: vec![1],
             ..Default::default()
         };
         let config = Arc::new(
diff --git a/src/meta/src/hummock/compaction/picker/tombstone_reclaim_compaction_picker.rs b/src/meta/src/hummock/compaction/picker/tombstone_reclaim_compaction_picker.rs
index f07a8872c9b03..c7be0347fce61 100644
--- a/src/meta/src/hummock/compaction/picker/tombstone_reclaim_compaction_picker.rs
+++ b/src/meta/src/hummock/compaction/picker/tombstone_reclaim_compaction_picker.rs
@@ -154,7 +154,6 @@ pub mod tests {
                     ],
                 ),
             ],
-            member_table_ids: vec![1],
             ..Default::default()
         };
         let levels_handler = vec![
diff --git a/src/meta/src/hummock/compaction/picker/ttl_reclaim_compaction_picker.rs b/src/meta/src/hummock/compaction/picker/ttl_reclaim_compaction_picker.rs
index f690b0f80112c..bc1fc2ce304be 100644
--- a/src/meta/src/hummock/compaction/picker/ttl_reclaim_compaction_picker.rs
+++ b/src/meta/src/hummock/compaction/picker/ttl_reclaim_compaction_picker.rs
@@ -201,6 +201,7 @@ impl TtlReclaimCompactionPicker {
 
 #[cfg(test)]
 mod test {
+    use std::collections::BTreeSet;
     use std::sync::Arc;
 
     use itertools::Itertools;
@@ -377,6 +378,7 @@ mod test {
                     1,
                     &group_config,
                     &levels,
+                    &BTreeSet::new(),
                     &mut levels_handler,
                     &mut local_stats,
                     table_id_to_options,
@@ -427,6 +429,7 @@ mod test {
                     1,
                     &group_config,
                     &levels,
+                    &BTreeSet::new(),
                     &mut levels_handler,
                     &mut local_stats,
                     table_id_to_options.clone(),
@@ -460,6 +463,7 @@ mod test {
                     1,
                     &group_config,
                     &levels,
+                    &BTreeSet::new(),
                     &mut levels_handler,
                     &mut local_stats,
                     table_id_to_options.clone(),
@@ -516,6 +520,7 @@ mod test {
                     1,
                     &group_config,
                     &levels,
+                    &BTreeSet::new(),
                     &mut levels_handler,
                     &mut local_stats,
                     table_id_to_options,
@@ -557,6 +562,7 @@ mod test {
                 1,
                 &group_config,
                 &levels,
+                &BTreeSet::new(),
                 &mut levels_handler,
                 &mut local_stats,
                 HashMap::default(),
@@ -619,6 +625,7 @@ mod test {
                         1,
                         &group_config,
                         &levels,
+                        &BTreeSet::new(),
                         &mut levels_handler,
                         &mut local_stats,
                         table_id_to_options.clone(),
@@ -711,6 +718,7 @@ mod test {
                         1,
                         &group_config,
                         &levels,
+                        &BTreeSet::new(),
                         &mut levels_handler,
                         &mut local_stats,
                         table_id_to_options.clone(),
diff --git a/src/meta/src/hummock/compaction/selector/emergency_selector.rs b/src/meta/src/hummock/compaction/selector/emergency_selector.rs
index c386aee5c8644..685ab1487d51c 100644
--- a/src/meta/src/hummock/compaction/selector/emergency_selector.rs
+++ b/src/meta/src/hummock/compaction/selector/emergency_selector.rs
@@ -37,6 +37,7 @@ impl CompactionSelector for EmergencySelector {
         task_id: HummockCompactionTaskId,
         group: &CompactionGroup,
         levels: &Levels,
+        _member_table_ids: &std::collections::BTreeSet<risingwave_common::catalog::TableId>,
         level_handlers: &mut [LevelHandler],
         selector_stats: &mut LocalSelectorStatistic,
         _table_id_to_options: HashMap<u32, TableOption>,
diff --git a/src/meta/src/hummock/compaction/selector/level_selector.rs b/src/meta/src/hummock/compaction/selector/level_selector.rs
index a49f71877c6a3..38d1e35e22502 100644
--- a/src/meta/src/hummock/compaction/selector/level_selector.rs
+++ b/src/meta/src/hummock/compaction/selector/level_selector.rs
@@ -422,6 +422,7 @@ impl CompactionSelector for DynamicLevelSelector {
         task_id: HummockCompactionTaskId,
         compaction_group: &CompactionGroup,
         levels: &Levels,
+        _member_table_ids: &std::collections::BTreeSet<risingwave_common::catalog::TableId>,
         level_handlers: &mut [LevelHandler],
         selector_stats: &mut LocalSelectorStatistic,
         _table_id_to_options: HashMap<u32, TableOption>,
@@ -478,7 +479,7 @@ impl CompactionSelector for DynamicLevelSelector {
 
 #[cfg(test)]
 pub mod tests {
-    use std::collections::HashMap;
+    use std::collections::{BTreeSet, HashMap};
     use std::sync::Arc;
 
     use itertools::Itertools;
@@ -600,7 +601,6 @@ pub mod tests {
                 3,
                 10,
             ))),
-            member_table_ids: vec![1],
             ..Default::default()
         };
 
@@ -612,6 +612,7 @@ pub mod tests {
                 1,
                 &group_config,
                 &levels,
+                &BTreeSet::new(),
                 &mut levels_handlers,
                 &mut local_stats,
                 HashMap::default(),
@@ -639,6 +640,7 @@ pub mod tests {
                 1,
                 &group_config,
                 &levels,
+                &BTreeSet::new(),
                 &mut levels_handlers,
                 &mut local_stats,
                 HashMap::default(),
@@ -658,6 +660,7 @@ pub mod tests {
                 2,
                 &group_config,
                 &levels,
+                &BTreeSet::new(),
                 &mut levels_handlers,
                 &mut local_stats,
                 HashMap::default(),
@@ -694,6 +697,7 @@ pub mod tests {
             2,
             &group_config,
             &levels,
+            &BTreeSet::new(),
             &mut levels_handlers,
             &mut local_stats,
             HashMap::default(),
diff --git a/src/meta/src/hummock/compaction/selector/manual_selector.rs b/src/meta/src/hummock/compaction/selector/manual_selector.rs
index 427efadf3914d..62c94c8f888df 100644
--- a/src/meta/src/hummock/compaction/selector/manual_selector.rs
+++ b/src/meta/src/hummock/compaction/selector/manual_selector.rs
@@ -79,6 +79,7 @@ impl CompactionSelector for ManualCompactionSelector {
         task_id: HummockCompactionTaskId,
         group: &CompactionGroup,
         levels: &Levels,
+        _member_table_ids: &std::collections::BTreeSet<risingwave_common::catalog::TableId>,
         level_handlers: &mut [LevelHandler],
         _selector_stats: &mut LocalSelectorStatistic,
         _table_id_to_options: HashMap<u32, TableOption>,
diff --git a/src/meta/src/hummock/compaction/selector/mod.rs b/src/meta/src/hummock/compaction/selector/mod.rs
index a342a661ecb7b..aca2457da62dc 100644
--- a/src/meta/src/hummock/compaction/selector/mod.rs
+++ b/src/meta/src/hummock/compaction/selector/mod.rs
@@ -24,13 +24,13 @@ mod space_reclaim_selector;
 mod tombstone_compaction_selector;
 mod ttl_selector;
 
-use std::collections::HashMap;
+use std::collections::{BTreeSet, HashMap};
 use std::sync::Arc;
 
 pub use emergency_selector::EmergencySelector;
 pub use level_selector::{DynamicLevelSelector, DynamicLevelSelectorCore};
 pub use manual_selector::{ManualCompactionOption, ManualCompactionSelector};
-use risingwave_common::catalog::TableOption;
+use risingwave_common::catalog::{TableId, TableOption};
 use risingwave_hummock_sdk::HummockCompactionTaskId;
 use risingwave_pb::hummock::compact_task;
 use risingwave_pb::hummock::hummock_version::Levels;
@@ -53,6 +53,7 @@ pub trait CompactionSelector: Sync + Send {
         task_id: HummockCompactionTaskId,
         group: &CompactionGroup,
         levels: &Levels,
+        member_table_ids: &BTreeSet<TableId>,
         level_handlers: &mut [LevelHandler],
         selector_stats: &mut LocalSelectorStatistic,
         table_id_to_options: HashMap<u32, TableOption>,
diff --git a/src/meta/src/hummock/compaction/selector/space_reclaim_selector.rs b/src/meta/src/hummock/compaction/selector/space_reclaim_selector.rs
index c48cb0fe605c5..b284a6a538b3e 100644
--- a/src/meta/src/hummock/compaction/selector/space_reclaim_selector.rs
+++ b/src/meta/src/hummock/compaction/selector/space_reclaim_selector.rs
@@ -17,10 +17,10 @@
 // COPYING file in the root directory) and Apache 2.0 License
 // (found in the LICENSE.Apache file in the root directory).
 
-use std::collections::HashMap;
+use std::collections::{BTreeSet, HashMap};
 use std::sync::Arc;
 
-use risingwave_common::catalog::TableOption;
+use risingwave_common::catalog::{TableId, TableOption};
 use risingwave_hummock_sdk::HummockCompactionTaskId;
 use risingwave_pb::hummock::compact_task;
 use risingwave_pb::hummock::hummock_version::Levels;
@@ -44,6 +44,7 @@ impl CompactionSelector for SpaceReclaimCompactionSelector {
         task_id: HummockCompactionTaskId,
         group: &CompactionGroup,
         levels: &Levels,
+        member_table_ids: &BTreeSet<TableId>,
         level_handlers: &mut [LevelHandler],
         _selector_stats: &mut LocalSelectorStatistic,
         _table_id_to_options: HashMap<u32, TableOption>,
@@ -53,7 +54,10 @@ impl CompactionSelector for SpaceReclaimCompactionSelector {
             DynamicLevelSelectorCore::new(group.compaction_config.clone(), developer_config);
         let mut picker = SpaceReclaimCompactionPicker::new(
             group.compaction_config.max_space_reclaim_bytes,
-            levels.member_table_ids.iter().cloned().collect(),
+            member_table_ids
+                .iter()
+                .map(|table_id| table_id.table_id)
+                .collect(),
         );
         let ctx = dynamic_level_core.calculate_level_base_size(levels);
         let state = self.state.entry(group.group_id).or_default();
diff --git a/src/meta/src/hummock/compaction/selector/tombstone_compaction_selector.rs b/src/meta/src/hummock/compaction/selector/tombstone_compaction_selector.rs
index 5cbae609caa86..b05802513733d 100644
--- a/src/meta/src/hummock/compaction/selector/tombstone_compaction_selector.rs
+++ b/src/meta/src/hummock/compaction/selector/tombstone_compaction_selector.rs
@@ -42,6 +42,7 @@ impl CompactionSelector for TombstoneCompactionSelector {
         task_id: HummockCompactionTaskId,
         group: &CompactionGroup,
         levels: &Levels,
+        _member_table_ids: &std::collections::BTreeSet<risingwave_common::catalog::TableId>,
         level_handlers: &mut [LevelHandler],
         _selector_stats: &mut LocalSelectorStatistic,
         _table_id_to_options: HashMap<u32, TableOption>,
diff --git a/src/meta/src/hummock/compaction/selector/ttl_selector.rs b/src/meta/src/hummock/compaction/selector/ttl_selector.rs
index ed099ede4158f..0e9497b06b17d 100644
--- a/src/meta/src/hummock/compaction/selector/ttl_selector.rs
+++ b/src/meta/src/hummock/compaction/selector/ttl_selector.rs
@@ -44,6 +44,7 @@ impl CompactionSelector for TtlCompactionSelector {
         task_id: HummockCompactionTaskId,
         group: &CompactionGroup,
         levels: &Levels,
+        _member_table_ids: &std::collections::BTreeSet<risingwave_common::catalog::TableId>,
         level_handlers: &mut [LevelHandler],
         _selector_stats: &mut LocalSelectorStatistic,
         table_id_to_options: HashMap<u32, TableOption>,
diff --git a/src/meta/src/hummock/compactor_manager.rs b/src/meta/src/hummock/compactor_manager.rs
index fcbac63817fff..ab0c868f703c4 100644
--- a/src/meta/src/hummock/compactor_manager.rs
+++ b/src/meta/src/hummock/compactor_manager.rs
@@ -101,6 +101,13 @@ impl Compactor {
         Ok(())
     }
 
+    pub fn cancel_tasks(&self, task_ids: &Vec<u64>) -> MetaResult<()> {
+        for task_id in task_ids {
+            self.cancel_task(*task_id)?;
+        }
+        Ok(())
+    }
+
     pub fn context_id(&self) -> HummockContextId {
         self.context_id
     }
@@ -111,12 +118,12 @@ impl Compactor {
 /// `CompactTaskAssignment`.
 ///
 /// A compact task can be in one of these states:
-/// - 1. Success: an assigned task is reported as success via `CompactStatus::report_compact_task`.
-///   It's the final state.
-/// - 2. Failed: an Failed task is reported as success via `CompactStatus::report_compact_task`.
-///   It's the final state.
-/// - 3. Cancelled: a task is reported as cancelled via `CompactStatus::report_compact_task`. It's
-///   the final state.
+/// 1. Success: an assigned task is reported as success via `CompactStatus::report_compact_task`.
+///    It's the final state.
+/// 2. Failed: an Failed task is reported as success via `CompactStatus::report_compact_task`.
+///    It's the final state.
+/// 3. Cancelled: a task is reported as cancelled via `CompactStatus::report_compact_task`. It's
+///    the final state.
 pub struct CompactorManagerInner {
     pub task_expired_seconds: u64,
     pub heartbeat_expired_seconds: u64,
@@ -131,7 +138,7 @@ impl CompactorManagerInner {
         use risingwave_meta_model_v2::compaction_task;
         use sea_orm::EntityTrait;
         // Retrieve the existing task assignments from metastore.
-        let task_assignment: Vec<CompactTaskAssignment> = match env.meta_store() {
+        let task_assignment: Vec<CompactTaskAssignment> = match env.meta_store_ref() {
             MetaStoreImpl::Kv(meta_store) => CompactTaskAssignment::list(meta_store).await?,
             MetaStoreImpl::Sql(sql_meta_store) => compaction_task::Entity::find()
                 .all(&sql_meta_store.conn)
diff --git a/src/meta/src/hummock/manager/commit_epoch.rs b/src/meta/src/hummock/manager/commit_epoch.rs
index 1471ddd32af5d..9a494bc509b4f 100644
--- a/src/meta/src/hummock/manager/commit_epoch.rs
+++ b/src/meta/src/hummock/manager/commit_epoch.rs
@@ -27,16 +27,13 @@ use risingwave_hummock_sdk::{
 use risingwave_pb::hummock::compact_task::{self};
 use risingwave_pb::hummock::group_delta::DeltaType;
 use risingwave_pb::hummock::hummock_version_delta::ChangeLogDelta;
-use risingwave_pb::hummock::{
-    GroupDelta, GroupMetaChange, HummockSnapshot, IntraLevelDelta, StateTableInfoDelta,
-};
+use risingwave_pb::hummock::{GroupDelta, HummockSnapshot, IntraLevelDelta, StateTableInfoDelta};
 
 use crate::hummock::error::{Error, Result};
 use crate::hummock::manager::transaction::{
     HummockVersionStatsTransaction, HummockVersionTransaction,
 };
 use crate::hummock::manager::versioning::Versioning;
-use crate::hummock::manager::HISTORY_TABLE_INFO_STATISTIC_TIME;
 use crate::hummock::metrics_utils::{
     get_or_create_local_table_stat, trigger_local_table_stat, trigger_sst_stat,
 };
@@ -56,6 +53,8 @@ pub struct CommitEpochInfo {
     pub sst_to_context: HashMap<HummockSstableObjectId, HummockContextId>,
     pub new_table_fragment_info: Option<NewTableFragmentInfo>,
     pub change_log_delta: HashMap<TableId, ChangeLogDelta>,
+    pub table_committed_epoch: BTreeMap<HummockEpoch, HashSet<TableId>>,
+    pub max_committed_epoch: HummockEpoch,
 }
 
 impl CommitEpochInfo {
@@ -65,6 +64,8 @@ impl CommitEpochInfo {
         sst_to_context: HashMap<HummockSstableObjectId, HummockContextId>,
         new_table_fragment_info: Option<NewTableFragmentInfo>,
         change_log_delta: HashMap<TableId, ChangeLogDelta>,
+        table_committed_epoch: BTreeMap<HummockEpoch, HashSet<TableId>>,
+        max_committed_epoch: HummockEpoch,
     ) -> Self {
         Self {
             sstables,
@@ -72,29 +73,46 @@ impl CommitEpochInfo {
             sst_to_context,
             new_table_fragment_info,
             change_log_delta,
+            table_committed_epoch,
+            max_committed_epoch,
         }
     }
+}
 
+impl HummockManager {
     #[cfg(any(test, feature = "test"))]
-    pub(crate) fn for_test(
+    pub async fn commit_epoch_for_test(
+        &self,
+        epoch: HummockEpoch,
         sstables: Vec<impl Into<ExtendedSstableInfo>>,
         sst_to_context: HashMap<HummockSstableObjectId, HummockContextId>,
-    ) -> Self {
-        Self::new(
+    ) -> Result<()> {
+        let tables = self
+            .versioning
+            .read()
+            .await
+            .current_version
+            .state_table_info
+            .info()
+            .keys()
+            .cloned()
+            .collect();
+        let info = CommitEpochInfo::new(
             sstables.into_iter().map(Into::into).collect(),
             HashMap::new(),
             sst_to_context,
             None,
             HashMap::new(),
-        )
+            BTreeMap::from_iter([(epoch, tables)]),
+            epoch,
+        );
+        self.commit_epoch(info).await?;
+        Ok(())
     }
-}
 
-impl HummockManager {
     /// Caller should ensure `epoch` > `max_committed_epoch`
     pub async fn commit_epoch(
         &self,
-        epoch: HummockEpoch,
         commit_info: CommitEpochInfo,
     ) -> Result<Option<HummockSnapshot>> {
         let CommitEpochInfo {
@@ -103,6 +121,8 @@ impl HummockManager {
             sst_to_context,
             new_table_fragment_info,
             change_log_delta,
+            table_committed_epoch,
+            max_committed_epoch: epoch,
         } = commit_info;
         let mut versioning_guard = self.versioning.write().await;
         let _timer = start_measure_real_process_timer!(self, "commit_epoch");
@@ -140,81 +160,51 @@ impl HummockManager {
 
         let mut table_compaction_group_mapping = new_version_delta
             .latest_version()
-            .build_compaction_group_info();
+            .state_table_info
+            .build_table_compaction_group_id();
 
         let mut new_table_ids = None;
 
         // Add new table
         if let Some(new_fragment_table_info) = new_table_fragment_info {
-            let new_table_ids = new_table_ids.insert(HashSet::new());
+            let new_table_ids = new_table_ids.insert(HashMap::new());
             if !new_fragment_table_info.internal_table_ids.is_empty() {
-                if let Some(levels) = new_version_delta
-                    .latest_version()
-                    .levels
-                    .get(&(StaticCompactionGroupId::StateDefault as u64))
-                {
-                    for table_id in &new_fragment_table_info.internal_table_ids {
-                        if levels.member_table_ids.contains(&table_id.table_id) {
-                            return Err(Error::CompactionGroup(format!(
-                                "table {} already in group {}",
-                                table_id,
-                                StaticCompactionGroupId::StateDefault as u64
-                            )));
-                        }
+                for table_id in &new_fragment_table_info.internal_table_ids {
+                    if let Some(info) = new_version_delta
+                        .latest_version()
+                        .state_table_info
+                        .info()
+                        .get(table_id)
+                    {
+                        return Err(Error::CompactionGroup(format!(
+                            "table {} already exist {:?}",
+                            table_id.table_id, info,
+                        )));
                     }
                 }
 
-                let group_deltas = &mut new_version_delta
-                    .group_deltas
-                    .entry(StaticCompactionGroupId::StateDefault as u64)
-                    .or_default()
-                    .group_deltas;
-                group_deltas.push(GroupDelta {
-                    delta_type: Some(DeltaType::GroupMetaChange(GroupMetaChange {
-                        table_ids_add: new_fragment_table_info
-                            .internal_table_ids
-                            .iter()
-                            .map(|table_id| table_id.table_id)
-                            .collect(),
-                        ..Default::default()
-                    })),
-                });
-
                 for table_id in &new_fragment_table_info.internal_table_ids {
                     table_compaction_group_mapping
                         .insert(*table_id, StaticCompactionGroupId::StateDefault as u64);
-                    new_table_ids.insert(*table_id);
+                    new_table_ids.insert(*table_id, StaticCompactionGroupId::StateDefault as u64);
                 }
             }
 
             if let Some(table_id) = new_fragment_table_info.mv_table_id {
-                if let Some(levels) = new_version_delta
+                if let Some(info) = new_version_delta
                     .latest_version()
-                    .levels
-                    .get(&(StaticCompactionGroupId::MaterializedView as u64))
+                    .state_table_info
+                    .info()
+                    .get(&table_id)
                 {
-                    if levels.member_table_ids.contains(&table_id.table_id) {
-                        return Err(Error::CompactionGroup(format!(
-                            "table {} already in group {}",
-                            table_id,
-                            StaticCompactionGroupId::MaterializedView as u64
-                        )));
-                    }
+                    return Err(Error::CompactionGroup(format!(
+                        "table {} already exist {:?}",
+                        table_id.table_id, info,
+                    )));
                 }
-                let group_deltas = &mut new_version_delta
-                    .group_deltas
-                    .entry(StaticCompactionGroupId::MaterializedView as u64)
-                    .or_default()
-                    .group_deltas;
-                group_deltas.push(GroupDelta {
-                    delta_type: Some(DeltaType::GroupMetaChange(GroupMetaChange {
-                        table_ids_add: vec![table_id.table_id],
-                        ..Default::default()
-                    })),
-                });
                 let _ = table_compaction_group_mapping
                     .insert(table_id, StaticCompactionGroupId::MaterializedView as u64);
-                new_table_ids.insert(table_id);
+                new_table_ids.insert(table_id, StaticCompactionGroupId::MaterializedView as u64);
             }
         }
 
@@ -231,10 +221,12 @@ impl HummockManager {
                 .levels
                 .get(compaction_group_id)
             {
-                Some(compaction_group) => sst
-                    .table_ids
-                    .iter()
-                    .all(|t| compaction_group.member_table_ids.contains(t)),
+                Some(_compaction_group) => sst.table_ids.iter().all(|t| {
+                    table_compaction_group_mapping
+                        .get(&TableId::new(*t))
+                        .map(|table_cg_id| table_cg_id == compaction_group_id)
+                        .unwrap_or(false)
+                }),
                 None => false,
             };
             if !is_sst_belong_to_group_declared {
@@ -338,28 +330,55 @@ impl HummockManager {
 
         // update state table info
         new_version_delta.with_latest_version(|version, delta| {
-            for table_id in new_table_ids
-                .into_iter()
-                .flat_map(|ids| ids.into_iter().map(|table_id| table_id.table_id))
-                .chain(
-                    version
-                        .levels
-                        .values()
-                        .flat_map(|group| group.member_table_ids.iter().cloned()),
-                )
-            {
-                delta.state_table_info_delta.insert(
-                    TableId::new(table_id),
-                    StateTableInfoDelta {
-                        committed_epoch: epoch,
-                        safe_epoch: version.safe_epoch,
-                    },
+            if let Some(new_table_ids) = new_table_ids {
+                for (table_id, cg_id) in new_table_ids {
+                    delta.state_table_info_delta.insert(
+                        table_id,
+                        StateTableInfoDelta {
+                            committed_epoch: epoch,
+                            safe_epoch: epoch,
+                            compaction_group_id: cg_id,
+                        },
+                    );
+                }
+            }
+            for (table_id, info) in version.state_table_info.info() {
+                assert!(
+                    delta
+                        .state_table_info_delta
+                        .insert(
+                            *table_id,
+                            StateTableInfoDelta {
+                                committed_epoch: epoch,
+                                safe_epoch: info.safe_epoch,
+                                compaction_group_id: info.compaction_group_id,
+                            }
+                        )
+                        .is_none(),
+                    "newly added table exists previously: {:?}",
+                    table_id
                 );
             }
         });
 
         new_version_delta.pre_apply();
 
+        // TODO: remove the sanity check when supporting partial checkpoint
+        assert_eq!(1, table_committed_epoch.len());
+        assert_eq!(
+            table_committed_epoch.iter().next().expect("non-empty"),
+            (
+                &epoch,
+                &version
+                    .latest_version()
+                    .state_table_info
+                    .info()
+                    .keys()
+                    .cloned()
+                    .collect()
+            )
+        );
+
         // Apply stats changes.
         let mut version_stats = HummockVersionStatsTransaction::new(
             &mut versioning.version_stats,
@@ -414,10 +433,17 @@ impl HummockManager {
         tracing::trace!("new committed epoch {}", epoch);
 
         let mut table_groups = HashMap::<u32, usize>::default();
-        for group in versioning.current_version.levels.values() {
-            for table_id in &group.member_table_ids {
-                table_groups.insert(*table_id, group.member_table_ids.len());
-            }
+        for (table_id, info) in versioning.current_version.state_table_info.info() {
+            table_groups.insert(
+                table_id.table_id,
+                versioning
+                    .current_version
+                    .state_table_info
+                    .compaction_group_member_tables()
+                    .get(&info.compaction_group_id)
+                    .expect("should exist")
+                    .len(),
+            );
         }
         drop(versioning_guard);
         // Don't trigger compactions if we enable deterministic compaction
@@ -455,7 +481,7 @@ impl HummockManager {
             let throughput = (stat.total_value_size + stat.total_key_size) as u64;
             let entry = table_infos.entry(table_id).or_default();
             entry.push_back(throughput);
-            if entry.len() > HISTORY_TABLE_INFO_STATISTIC_TIME {
+            if entry.len() > self.env.opts.table_info_statistic_history_times {
                 entry.pop_front();
             }
         }
diff --git a/src/meta/src/hummock/manager/compaction.rs b/src/meta/src/hummock/manager/compaction.rs
index 1603969e9f7b9..906824c155f7a 100644
--- a/src/meta/src/hummock/manager/compaction.rs
+++ b/src/meta/src/hummock/manager/compaction.rs
@@ -26,7 +26,8 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::{BTreeMap, HashMap, HashSet};
+use std::cmp::min;
+use std::collections::{BTreeMap, HashMap, HashSet, VecDeque};
 use std::sync::{Arc, LazyLock};
 use std::time::{Instant, SystemTime};
 
@@ -41,6 +42,7 @@ use rand::seq::SliceRandom;
 use rand::thread_rng;
 use risingwave_common::util::epoch::Epoch;
 use risingwave_hummock_sdk::compaction_group::hummock_version_ext::HummockLevelsExt;
+use risingwave_hummock_sdk::compaction_group::StaticCompactionGroupId;
 use risingwave_hummock_sdk::table_stats::{
     add_prost_table_stats_map, purge_prost_table_stats, PbTableStatsMap,
 };
@@ -104,6 +106,7 @@ static CANCEL_STATUS_SET: LazyLock<HashSet<TaskStatus>> = LazyLock::new(|| {
         TaskStatus::InvalidGroupCanceled,
         TaskStatus::NoAvailMemoryResourceCanceled,
         TaskStatus::NoAvailCpuResourceCanceled,
+        TaskStatus::HeartbeatProgressCanceled,
     ]
     .into_iter()
     .collect()
@@ -182,25 +185,34 @@ impl<'a> HummockVersionTransaction<'a> {
         };
         group_deltas.push(group_delta);
         version_delta.safe_epoch = std::cmp::max(
-            version_delta.latest_version().safe_epoch,
+            version_delta.latest_version().visible_table_safe_epoch(),
             compact_task.watermark,
         );
-        if version_delta.latest_version().safe_epoch < version_delta.safe_epoch {
-            version_delta.state_table_info_delta = version_delta
-                .latest_version()
-                .state_table_info
-                .info()
-                .iter()
-                .map(|(table_id, info)| {
-                    (
-                        *table_id,
-                        StateTableInfoDelta {
-                            committed_epoch: info.committed_epoch,
-                            safe_epoch: version_delta.safe_epoch,
-                        },
-                    )
-                })
-                .collect();
+        if version_delta.latest_version().visible_table_safe_epoch() < version_delta.safe_epoch {
+            version_delta.with_latest_version(|version, version_delta| {
+                for (table_id, info) in version.state_table_info.info() {
+                    let new_safe_epoch = min(version_delta.safe_epoch, info.committed_epoch);
+                    if new_safe_epoch > info.safe_epoch {
+                        if new_safe_epoch != version_delta.safe_epoch {
+                            warn!(
+                                new_safe_epoch,
+                                committed_epoch = info.committed_epoch,
+                                global_safe_epoch = version_delta.safe_epoch,
+                                table_id = table_id.table_id,
+                                "table has different safe epoch to global"
+                            );
+                        }
+                        version_delta.state_table_info_delta.insert(
+                            *table_id,
+                            StateTableInfoDelta {
+                                committed_epoch: info.committed_epoch,
+                                safe_epoch: new_safe_epoch,
+                                compaction_group_id: info.compaction_group_id,
+                            },
+                        );
+                    }
+                }
+            });
         }
         version_delta.pre_apply();
     }
@@ -299,11 +311,11 @@ impl HummockManager {
 
                     match compact_ret {
                         Ok((compact_tasks, unschedule_groups)) => {
+                            no_task_groups.extend(unschedule_groups);
                             if compact_tasks.is_empty() {
                                 break;
                             }
                             generated_task_count += compact_tasks.len();
-                            no_task_groups.extend(unschedule_groups);
                             for task in compact_tasks {
                                 let task_id = task.task_id;
                                 if let Err(e) =
@@ -455,38 +467,36 @@ impl HummockManager {
                                 progress,
                             }) => {
                                 let compactor_manager = hummock_manager.compactor_manager.clone();
-                                let cancel_tasks = compactor_manager.update_task_heartbeats(&progress);
-                                if let Some(compactor) = compactor_manager.get_compactor(context_id) {
-                                    // TODO: task cancellation can be batched
-                                    for task in cancel_tasks {
-                                        tracing::info!(
-                                            "Task with group_id {} task_id {} with context_id {} has expired due to lack of visible progress",
-                                            task.compaction_group_id,
-                                            task.task_id,
-                                            context_id,
+                                let cancel_tasks = compactor_manager.update_task_heartbeats(&progress).into_iter().map(|task|task.task_id).collect::<Vec<_>>();
+                                if !cancel_tasks.is_empty() {
+                                    tracing::info!(
+                                        ?cancel_tasks,
+                                        context_id,
+                                        "Tasks cancel has expired due to lack of visible progress",
+                                    );
+
+                                    if let Err(e) = hummock_manager
+                                        .cancel_compact_tasks(cancel_tasks.clone(), TaskStatus::HeartbeatProgressCanceled)
+                                        .await
+                                    {
+                                        tracing::error!(
+                                            error = %e.as_report(),
+                                            "Attempt to remove compaction task due to elapsed heartbeat failed. We will continue to track its heartbeat
+                                            until we can successfully report its status."
                                         );
+                                    }
+                                }
 
-                                        if let Err(e) =
-                                            hummock_manager
-                                            .cancel_compact_task(task.task_id, TaskStatus::HeartbeatCanceled)
-                                            .await
-                                        {
-                                            tracing::error!(
-                                                task_id = task.task_id,
-                                                error = %e.as_report(),
-                                                "Attempt to remove compaction task due to elapsed heartbeat failed. We will continue to track its heartbeat
-                                                until we can successfully report its status."
-                                            );
-                                        }
-
-                                        // Forcefully cancel the task so that it terminates
-                                        // early on the compactor
-                                        // node.
-                                        let _ = compactor.cancel_task(task.task_id);
+                                if let Some(compactor) = compactor_manager.get_compactor(context_id) {
+                                    // Forcefully cancel the task so that it terminates
+                                    // early on the compactor
+                                    // node.
+                                    if !cancel_tasks.is_empty() {
+                                        let _ = compactor.cancel_tasks(&cancel_tasks);
                                         tracing::info!(
-                                            "CancelTask operation for task_id {} has been sent to node with context_id {}",
+                                            ?cancel_tasks,
                                             context_id,
-                                            task.task_id
+                                            "CancelTask operation has been sent to compactor node",
                                         );
                                     }
                                 } else {
@@ -508,7 +518,7 @@ impl HummockManager {
                         if compactor_alive {
                             push_stream(context_id, stream, &mut compactor_request_streams);
                         } else {
-                            tracing::warn!("compactor stream {} error, send stream may be destroyed", context_id);
+                            tracing::warn!(context_id, "compactor stream error, send stream may be destroyed");
                         }
                     },
                 }
@@ -698,15 +708,15 @@ impl HummockManager {
             // When the last table of a compaction group is deleted, the compaction group (and its
             // config) is destroyed as well. Then a compaction task for this group may come later and
             // cannot find its config.
-            let group_config = match self
-                .compaction_group_manager
-                .read()
-                .await
-                .try_get_compaction_group_config(compaction_group_id)
-            {
-                Some(config) => config,
-                None => continue,
+            let group_config = {
+                let config_manager = self.compaction_group_manager.read().await;
+
+                match config_manager.try_get_compaction_group_config(compaction_group_id) {
+                    Some(config) => config,
+                    None => continue,
+                }
             };
+
             // StoredIdGenerator already implements ids pre-allocation by ID_PREALLOCATE_INTERVAL.
             let task_id = next_compaction_task_id(&self.env).await?;
 
@@ -726,11 +736,13 @@ impl HummockManager {
                 || matches!(selector.task_type(), TaskType::Emergency);
 
             let mut stats = LocalSelectorStatistic::default();
-            let member_table_ids = version
+            let member_table_ids: Vec<_> = version
                 .latest_version()
-                .get_compaction_group_levels(compaction_group_id)
-                .member_table_ids
-                .clone();
+                .state_table_info
+                .compaction_group_member_table_ids(compaction_group_id)
+                .iter()
+                .map(|table_id| table_id.table_id)
+                .collect();
 
             let mut table_id_to_option: HashMap<u32, _> = HashMap::default();
 
@@ -744,6 +756,10 @@ impl HummockManager {
                 version
                     .latest_version()
                     .get_compaction_group_levels(compaction_group_id),
+                version
+                    .latest_version()
+                    .state_table_info
+                    .compaction_group_member_table_ids(compaction_group_id),
                 task_id as HummockCompactionTaskId,
                 &group_config,
                 &mut stats,
@@ -995,7 +1011,7 @@ impl HummockManager {
         Ok(ret[0])
     }
 
-    async fn cancel_compact_tasks(
+    pub async fn cancel_compact_tasks(
         &self,
         tasks: Vec<u64>,
         task_status: TaskStatus,
@@ -1544,6 +1560,80 @@ impl HummockManager {
                 .retain(|table_id, _| compact_task.existing_table_ids.contains(table_id));
         }
     }
+
+    pub async fn try_move_table_to_dedicated_cg(
+        &self,
+        table_write_throughput: &HashMap<u32, VecDeque<u64>>,
+        table_id: &u32,
+        table_size: &u64,
+        is_creating_table: bool,
+        checkpoint_secs: u64,
+        parent_group_id: u64,
+        group_size: u64,
+    ) {
+        let default_group_id: CompactionGroupId = StaticCompactionGroupId::StateDefault.into();
+        let mv_group_id: CompactionGroupId = StaticCompactionGroupId::MaterializedView.into();
+        let partition_vnode_count = self.env.opts.partition_vnode_count;
+        let window_size =
+            self.env.opts.table_info_statistic_history_times / (checkpoint_secs as usize);
+
+        let mut is_high_write_throughput = false;
+        let mut is_low_write_throughput = true;
+        if let Some(history) = table_write_throughput.get(table_id) {
+            if history.len() >= window_size {
+                is_high_write_throughput = history.iter().all(|throughput| {
+                    *throughput / checkpoint_secs > self.env.opts.table_write_throughput_threshold
+                });
+                is_low_write_throughput = history.iter().any(|throughput| {
+                    *throughput / checkpoint_secs < self.env.opts.min_table_split_write_throughput
+                });
+            }
+        }
+
+        let state_table_size = *table_size;
+
+        // 1. Avoid splitting a creating table
+        // 2. Avoid splitting a is_low_write_throughput creating table
+        // 3. Avoid splitting a non-high throughput medium-sized table
+        if is_creating_table
+            || (is_low_write_throughput)
+            || (state_table_size < self.env.opts.min_table_split_size && !is_high_write_throughput)
+        {
+            return;
+        }
+
+        // do not split a large table and a small table because it would increase IOPS
+        // of small table.
+        if parent_group_id != default_group_id && parent_group_id != mv_group_id {
+            let rest_group_size = group_size - state_table_size;
+            if rest_group_size < state_table_size
+                && rest_group_size < self.env.opts.min_table_split_size
+            {
+                return;
+            }
+        }
+
+        let ret = self
+            .move_state_table_to_compaction_group(
+                parent_group_id,
+                &[*table_id],
+                partition_vnode_count,
+            )
+            .await;
+        match ret {
+            Ok(new_group_id) => {
+                tracing::info!("move state table [{}] from group-{} to group-{} success table_vnode_partition_count {:?}", table_id, parent_group_id, new_group_id, partition_vnode_count);
+            }
+            Err(e) => {
+                tracing::info!(
+                    error = %e.as_report(),
+                    "failed to move state table [{}] from group-{}",
+                    table_id,
+                    parent_group_id,
+                )
+            }
+        }
+    }
 }
 
 #[cfg(any(test, feature = "test"))]
diff --git a/src/meta/src/hummock/manager/compaction_group_manager.rs b/src/meta/src/hummock/manager/compaction_group_manager.rs
index 7d56e2f9dc0d9..c0c00d18a01e4 100644
--- a/src/meta/src/hummock/manager/compaction_group_manager.rs
+++ b/src/meta/src/hummock/manager/compaction_group_manager.rs
@@ -19,8 +19,7 @@ use std::sync::Arc;
 use itertools::Itertools;
 use risingwave_common::catalog::TableId;
 use risingwave_hummock_sdk::compaction_group::hummock_version_ext::{
-    get_compaction_group_ids, get_member_table_ids, try_get_compaction_group_id_by_table_id,
-    TableGroupInfo,
+    get_compaction_group_ids, TableGroupInfo,
 };
 use risingwave_hummock_sdk::compaction_group::{StateTableId, StaticCompactionGroupId};
 use risingwave_hummock_sdk::CompactionGroupId;
@@ -33,7 +32,7 @@ use risingwave_pb::hummock::subscribe_compaction_event_request::ReportTask;
 use risingwave_pb::hummock::write_limits::WriteLimit;
 use risingwave_pb::hummock::{
     compact_task, CompactionConfig, CompactionGroupInfo, CompatibilityVersion, GroupConstruct,
-    GroupDelta, GroupDestroy, GroupMetaChange, StateTableInfoDelta,
+    GroupDelta, GroupDestroy, StateTableInfoDelta,
 };
 use tokio::sync::OnceCell;
 
@@ -42,17 +41,15 @@ use crate::hummock::compaction::compaction_config::{
 };
 use crate::hummock::error::{Error, Result};
 use crate::hummock::manager::transaction::HummockVersionTransaction;
-use crate::hummock::manager::versioning::{calc_new_write_limits, Versioning};
+use crate::hummock::manager::versioning::Versioning;
 use crate::hummock::manager::{commit_multi_var, HummockManager};
-use crate::hummock::metrics_utils::{
-    remove_compaction_group_in_sst_stat, trigger_write_stop_stats,
-};
+use crate::hummock::metrics_utils::remove_compaction_group_in_sst_stat;
 use crate::hummock::model::CompactionGroup;
 use crate::hummock::sequence::{next_compaction_group_id, next_sstable_object_id};
 use crate::manager::{MetaSrvEnv, MetaStoreImpl};
-use crate::model::{
-    BTreeMapEntryTransaction, BTreeMapTransaction, MetadataModel, MetadataModelError,
-};
+use crate::model::{BTreeMapTransaction, MetadataModel, MetadataModelError};
+
+type CompactionGroupTransaction<'a> = BTreeMapTransaction<'a, CompactionGroupId, CompactionGroup>;
 
 impl CompactionGroupManager {
     pub(super) async fn new(env: &MetaSrvEnv) -> Result<CompactionGroupManager> {
@@ -69,13 +66,38 @@ impl CompactionGroupManager {
     ) -> Result<CompactionGroupManager> {
         let mut compaction_group_manager = CompactionGroupManager {
             compaction_groups: BTreeMap::new(),
-            default_config,
+            default_config: Arc::new(default_config),
             write_limit: Default::default(),
-            meta_store_impl: env.meta_store_ref(),
         };
-        compaction_group_manager.init().await?;
+
+        let loaded_compaction_groups: BTreeMap<CompactionGroupId, CompactionGroup> =
+            match env.meta_store_ref() {
+                MetaStoreImpl::Kv(meta_store) => CompactionGroup::list(meta_store)
+                    .await?
+                    .into_iter()
+                    .map(|cg| (cg.group_id(), cg))
+                    .collect(),
+                MetaStoreImpl::Sql(sql_meta_store) => {
+                    use sea_orm::EntityTrait;
+                    compaction_config::Entity::find()
+                        .all(&sql_meta_store.conn)
+                        .await
+                        .map_err(MetadataModelError::from)?
+                        .into_iter()
+                        .map(|m| (m.compaction_group_id as CompactionGroupId, m.into()))
+                        .collect()
+                }
+            };
+
+        compaction_group_manager.init(loaded_compaction_groups);
         Ok(compaction_group_manager)
     }
+
+    fn init(&mut self, loaded_compaction_groups: BTreeMap<CompactionGroupId, CompactionGroup>) {
+        if !loaded_compaction_groups.is_empty() {
+            self.compaction_groups = loaded_compaction_groups;
+        }
+    }
 }
 
 impl HummockManager {
@@ -130,10 +152,9 @@ impl HummockManager {
         table_fragments: &[crate::model::TableFragments],
     ) {
         self.unregister_table_ids(
-            &table_fragments
+            table_fragments
                 .iter()
-                .flat_map(|t| t.all_table_ids())
-                .collect_vec(),
+                .flat_map(|t| t.all_table_ids().map(TableId::new)),
         )
         .await
         .unwrap();
@@ -142,16 +163,21 @@ impl HummockManager {
     /// Unregisters stale members and groups
     /// The caller should ensure `table_fragments_list` remain unchanged during `purge`.
     /// Currently `purge` is only called during meta service start ups.
-    pub async fn purge(&self, valid_ids: &[u32]) -> Result<()> {
-        let registered_members =
-            get_member_table_ids(&self.versioning.read().await.current_version);
-        let to_unregister = registered_members
-            .into_iter()
+    pub async fn purge(&self, valid_ids: &HashSet<TableId>) -> Result<()> {
+        let to_unregister = self
+            .versioning
+            .read()
+            .await
+            .current_version
+            .state_table_info
+            .info()
+            .keys()
+            .cloned()
             .filter(|table_id| !valid_ids.contains(table_id))
             .collect_vec();
         // As we have released versioning lock, the version that `to_unregister` is calculated from
         // may not be the same as the one used in unregister_table_ids. It is OK.
-        self.unregister_table_ids(&to_unregister).await
+        self.unregister_table_ids(to_unregister).await
     }
 
     /// The implementation acquires `versioning` lock.
@@ -167,15 +193,20 @@ impl HummockManager {
         }
         let mut versioning_guard = self.versioning.write().await;
         let versioning = versioning_guard.deref_mut();
+        let mut compaction_group_manager = self.compaction_group_manager.write().await;
         let current_version = &versioning.current_version;
+        let default_config = compaction_group_manager.default_compaction_config();
+        let mut compaction_groups_txn = compaction_group_manager.start_compaction_groups_txn();
 
         for (table_id, _) in pairs {
-            if let Some(old_group) =
-                try_get_compaction_group_id_by_table_id(current_version, *table_id)
+            if let Some(info) = current_version
+                .state_table_info
+                .info()
+                .get(&TableId::new(*table_id))
             {
                 return Err(Error::CompactionGroup(format!(
-                    "table {} already in group {}",
-                    *table_id, old_group
+                    "table {} already {:?}",
+                    *table_id, info
                 )));
             }
         }
@@ -188,10 +219,7 @@ impl HummockManager {
             &self.metrics,
         );
         let mut new_version_delta = version.new_delta();
-        let (committed_epoch, safe_epoch) = {
-            let version = new_version_delta.latest_version();
-            (version.max_committed_epoch, version.safe_epoch)
-        };
+        let epoch = new_version_delta.latest_version().max_committed_epoch;
 
         for (table_id, raw_group_id) in pairs {
             let mut group_id = *raw_group_id;
@@ -213,15 +241,17 @@ impl HummockManager {
                         .entry(group_id)
                         .or_default()
                         .group_deltas;
-                    let config = self
-                        .compaction_group_manager
-                        .write()
-                        .await
-                        .get_or_insert_compaction_group_config(group_id)
-                        .await?
-                        .compaction_config
-                        .as_ref()
-                        .clone();
+
+                    let config =
+                        match compaction_groups_txn.try_get_compaction_group_config(group_id) {
+                            Some(config) => config.compaction_config.as_ref().clone(),
+                            None => {
+                                compaction_groups_txn
+                                    .create_compaction_groups(group_id, default_config.clone());
+                                default_config.as_ref().clone()
+                            }
+                        };
+
                     group_deltas.push(GroupDelta {
                         delta_type: Some(DeltaType::GroupConstruct(GroupConstruct {
                             group_config: Some(config),
@@ -231,36 +261,30 @@ impl HummockManager {
                     });
                 }
             }
-            let group_deltas = &mut new_version_delta
-                .group_deltas
-                .entry(group_id)
-                .or_default()
-                .group_deltas;
-            group_deltas.push(GroupDelta {
-                delta_type: Some(DeltaType::GroupMetaChange(GroupMetaChange {
-                    table_ids_add: vec![*table_id],
-                    ..Default::default()
-                })),
-            });
             assert!(new_version_delta
                 .state_table_info_delta
                 .insert(
                     TableId::new(*table_id),
                     StateTableInfoDelta {
-                        committed_epoch,
-                        safe_epoch,
+                        committed_epoch: epoch,
+                        safe_epoch: epoch,
+                        compaction_group_id: *raw_group_id,
                     }
                 )
                 .is_none());
         }
         new_version_delta.pre_apply();
-        commit_multi_var!(self.meta_store_ref(), version)?;
+        commit_multi_var!(self.meta_store_ref(), version, compaction_groups_txn)?;
 
         Ok(())
     }
 
-    pub async fn unregister_table_ids(&self, table_ids: &[StateTableId]) -> Result<()> {
-        if table_ids.is_empty() {
+    pub async fn unregister_table_ids(
+        &self,
+        table_ids: impl IntoIterator<Item = TableId> + Send,
+    ) -> Result<()> {
+        let mut table_ids = table_ids.into_iter().peekable();
+        if table_ids.peek().is_none() {
             return Ok(());
         }
         let mut versioning_guard = self.versioning.write().await;
@@ -275,39 +299,25 @@ impl HummockManager {
         let mut modified_groups: HashMap<CompactionGroupId, /* #member table */ u64> =
             HashMap::new();
         // Remove member tables
-        for table_id in table_ids.iter().unique() {
-            let group_id = match try_get_compaction_group_id_by_table_id(
-                new_version_delta.latest_version(),
-                *table_id,
-            ) {
-                Some(group_id) => group_id,
-                None => continue,
+        for table_id in table_ids.unique() {
+            let version = new_version_delta.latest_version();
+            let Some(info) = version.state_table_info.info().get(&table_id) else {
+                continue;
             };
-            let group_deltas = &mut new_version_delta
-                .group_deltas
-                .entry(group_id)
-                .or_default()
-                .group_deltas;
-            group_deltas.push(GroupDelta {
-                delta_type: Some(DeltaType::GroupMetaChange(GroupMetaChange {
-                    table_ids_remove: vec![*table_id],
-                    ..Default::default()
-                })),
-            });
+
             modified_groups
-                .entry(group_id)
+                .entry(info.compaction_group_id)
                 .and_modify(|count| *count -= 1)
                 .or_insert(
-                    new_version_delta
-                        .latest_version()
-                        .get_compaction_group_levels(group_id)
-                        .member_table_ids
+                    version
+                        .state_table_info
+                        .compaction_group_member_tables()
+                        .get(&info.compaction_group_id)
+                        .expect("should exist")
                         .len() as u64
                         - 1,
                 );
-            new_version_delta
-                .removed_table_ids
-                .insert(TableId::new(*table_id));
+            new_version_delta.removed_table_ids.insert(table_id);
         }
 
         let groups_to_remove = modified_groups
@@ -337,22 +347,23 @@ impl HummockManager {
                 delta_type: Some(DeltaType::GroupDestroy(GroupDestroy {})),
             });
         }
-        new_version_delta.pre_apply();
-        commit_multi_var!(self.meta_store_ref(), version)?;
 
         for (group_id, max_level) in groups_to_remove {
             remove_compaction_group_in_sst_stat(&self.metrics, group_id, max_level);
         }
 
+        new_version_delta.pre_apply();
+
         // Purge may cause write to meta store. If it hurts performance while holding versioning
         // lock, consider to make it in batch.
-        self.compaction_group_manager
-            .write()
-            .await
-            .purge(HashSet::from_iter(get_compaction_group_ids(
-                &versioning.current_version,
-            )))
-            .await?;
+        let mut compaction_group_manager = self.compaction_group_manager.write().await;
+        let mut compaction_groups_txn = compaction_group_manager.start_compaction_groups_txn();
+
+        compaction_groups_txn.purge(HashSet::from_iter(get_compaction_group_ids(
+            version.latest_version(),
+        )));
+        commit_multi_var!(self.meta_store_ref(), version, compaction_groups_txn)?;
+
         Ok(())
     }
 
@@ -360,21 +371,25 @@ impl HummockManager {
         &self,
         compaction_group_ids: &[CompactionGroupId],
         config_to_update: &[MutableConfig],
-    ) -> Result<Vec<CompactionGroup>> {
-        let result = self
-            .compaction_group_manager
-            .write()
-            .await
-            .update_compaction_config(compaction_group_ids, config_to_update)
-            .await?;
+    ) -> Result<()> {
+        {
+            // Avoid lock conflicts with `try_update_write_limits``
+            let mut compaction_group_manager = self.compaction_group_manager.write().await;
+            let mut compaction_groups_txn = compaction_group_manager.start_compaction_groups_txn();
+            compaction_groups_txn
+                .update_compaction_config(compaction_group_ids, config_to_update)?;
+            commit_multi_var!(self.meta_store_ref(), compaction_groups_txn)?;
+        }
+
         if config_to_update
             .iter()
             .any(|c| matches!(c, MutableConfig::Level0StopWriteThresholdSubLevelNumber(_)))
         {
+            // Update write limits with lock
             self.try_update_write_limits(compaction_group_ids).await;
         }
 
-        Ok(result)
+        Ok(())
     }
 
     /// Gets complete compaction group info.
@@ -383,24 +398,30 @@ impl HummockManager {
         let mut versioning_guard = self.versioning.write().await;
         let versioning = versioning_guard.deref_mut();
         let current_version = &versioning.current_version;
-        let mut compaction_groups = vec![];
+        let mut results = vec![];
+        let compaction_group_manager = self.compaction_group_manager.read().await;
+
         for levels in current_version.levels.values() {
-            let config = self
-                .compaction_group_manager
-                .read()
-                .await
+            let compaction_config = compaction_group_manager
                 .try_get_compaction_group_config(levels.group_id)
                 .unwrap()
-                .compaction_config;
+                .compaction_config
+                .as_ref()
+                .clone();
             let group = CompactionGroupInfo {
                 id: levels.group_id,
                 parent_id: levels.parent_group_id,
-                member_table_ids: levels.member_table_ids.clone(),
-                compaction_config: Some(config.as_ref().clone()),
+                member_table_ids: current_version
+                    .state_table_info
+                    .compaction_group_member_table_ids(levels.group_id)
+                    .iter()
+                    .map(|table_id| table_id.table_id)
+                    .collect_vec(),
+                compaction_config: Some(compaction_config),
             };
-            compaction_groups.push(group);
+            results.push(group);
         }
-        compaction_groups
+        results
     }
 
     /// Splits a compaction group into two. The new one will contain `table_ids`.
@@ -418,34 +439,43 @@ impl HummockManager {
             )
             .await?;
 
-        Ok(result.0)
+        Ok(result)
     }
 
     /// move some table to another compaction-group. Create a new compaction group if it does not
     /// exist.
-    /// TODO: Move `table_to_partition` in result to compaction group
     pub async fn move_state_table_to_compaction_group(
         &self,
         parent_group_id: CompactionGroupId,
         table_ids: &[StateTableId],
         partition_vnode_count: u32,
-    ) -> Result<(CompactionGroupId, BTreeMap<StateTableId, u32>)> {
-        let mut table_to_partition = BTreeMap::default();
+    ) -> Result<CompactionGroupId> {
         if table_ids.is_empty() {
-            return Ok((parent_group_id, table_to_partition));
+            return Ok(parent_group_id);
         }
         let table_ids = table_ids.iter().cloned().unique().collect_vec();
         let compaction_guard = self.compaction.write().await;
         let mut versioning_guard = self.versioning.write().await;
         let versioning = versioning_guard.deref_mut();
         // Validate parameters.
-        let parent_group = versioning
+        if !versioning
             .current_version
             .levels
-            .get(&parent_group_id)
-            .ok_or_else(|| Error::CompactionGroup(format!("invalid group {}", parent_group_id)))?;
+            .contains_key(&parent_group_id)
+        {
+            return Err(Error::CompactionGroup(format!(
+                "invalid group {}",
+                parent_group_id
+            )));
+        }
+
         for table_id in &table_ids {
-            if !parent_group.member_table_ids.contains(table_id) {
+            if !versioning
+                .current_version
+                .state_table_info
+                .compaction_group_member_table_ids(parent_group_id)
+                .contains(&TableId::new(*table_id))
+            {
                 return Err(Error::CompactionGroup(format!(
                     "table {} doesn't in group {}",
                     table_id, parent_group_id
@@ -453,7 +483,13 @@ impl HummockManager {
             }
         }
 
-        if table_ids.len() == parent_group.member_table_ids.len() {
+        if table_ids.len()
+            == versioning
+                .current_version
+                .state_table_info
+                .compaction_group_member_table_ids(parent_group_id)
+                .len()
+        {
             return Err(Error::CompactionGroup(format!(
                 "invalid split attempt for group {}: all member tables are moved",
                 parent_group_id
@@ -486,9 +522,13 @@ impl HummockManager {
                     .compaction_group_manager
                     .read()
                     .await
-                    .default_compaction_config();
+                    .default_compaction_config()
+                    .as_ref()
+                    .clone();
                 config.split_weight_by_vnode = partition_vnode_count;
 
+                #[expect(deprecated)]
+                // fill the deprecated field with default value
                 new_version_delta.group_deltas.insert(
                     new_compaction_group_id,
                     GroupDeltas {
@@ -498,20 +538,8 @@ impl HummockManager {
                                 group_id: new_compaction_group_id,
                                 parent_group_id,
                                 new_sst_start_id,
-                                table_ids: table_ids.to_vec(),
-                                version: CompatibilityVersion::NoTrivialSplit as i32,
-                            })),
-                        }],
-                    },
-                );
-
-                new_version_delta.group_deltas.insert(
-                    parent_group_id,
-                    GroupDeltas {
-                        group_deltas: vec![GroupDelta {
-                            delta_type: Some(DeltaType::GroupMetaChange(GroupMetaChange {
-                                table_ids_remove: table_ids.to_vec(),
-                                ..Default::default()
+                                table_ids: vec![],
+                                version: CompatibilityVersion::NoMemberTableIds as i32,
                             })),
                         }],
                     },
@@ -521,22 +549,35 @@ impl HummockManager {
         };
 
         let (new_compaction_group_id, config) = new_group;
+        new_version_delta.with_latest_version(|version, new_version_delta| {
+            for table_id in &table_ids {
+                let table_id = TableId::new(*table_id);
+                let info = version
+                    .state_table_info
+                    .info()
+                    .get(&table_id)
+                    .expect("have check exist previously");
+                assert!(new_version_delta
+                    .state_table_info_delta
+                    .insert(
+                        table_id,
+                        StateTableInfoDelta {
+                            committed_epoch: info.committed_epoch,
+                            safe_epoch: info.safe_epoch,
+                            compaction_group_id: new_compaction_group_id,
+                        }
+                    )
+                    .is_none());
+            }
+        });
         {
             let mut compaction_group_manager = self.compaction_group_manager.write().await;
-            let insert = BTreeMapEntryTransaction::new_insert(
-                &mut compaction_group_manager.compaction_groups,
-                new_compaction_group_id,
-                CompactionGroup {
-                    group_id: new_compaction_group_id,
-                    compaction_config: Arc::new(config),
-                },
-            );
+            let mut compaction_groups_txn = compaction_group_manager.start_compaction_groups_txn();
+            compaction_groups_txn
+                .create_compaction_groups(new_compaction_group_id, Arc::new(config));
+
             new_version_delta.pre_apply();
-            commit_multi_var!(self.meta_store_ref(), version, insert)?;
-            // Currently, only splitting out a single table_id is supported.
-            for table_id in table_ids {
-                table_to_partition.insert(table_id, partition_vnode_count);
-            }
+            commit_multi_var!(self.meta_store_ref(), version, compaction_groups_txn)?;
         }
 
         let mut canceled_tasks = vec![];
@@ -574,7 +615,7 @@ impl HummockManager {
             .with_label_values(&[&parent_group_id.to_string()])
             .inc();
 
-        Ok((target_compaction_group_id, table_to_partition))
+        Ok(target_compaction_group_id)
     }
 
     pub async fn calculate_compaction_group_statistic(&self) -> Vec<TableGroupInfo> {
@@ -582,21 +623,26 @@ impl HummockManager {
         {
             let versioning_guard = self.versioning.read().await;
             let version = &versioning_guard.current_version;
-            for (group_id, group) in &version.levels {
+            for group_id in version.levels.keys() {
                 let mut group_info = TableGroupInfo {
                     group_id: *group_id,
                     ..Default::default()
                 };
-                for table_id in &group.member_table_ids {
+                for table_id in version
+                    .state_table_info
+                    .compaction_group_member_table_ids(*group_id)
+                {
                     let stats_size = versioning_guard
                         .version_stats
                         .table_stats
-                        .get(table_id)
+                        .get(&table_id.table_id)
                         .map(|stats| stats.total_key_size + stats.total_value_size)
                         .unwrap_or(0);
                     let table_size = std::cmp::max(stats_size, 0) as u64;
                     group_info.group_size += table_size;
-                    group_info.table_statistic.insert(*table_id, table_size);
+                    group_info
+                        .table_statistic
+                        .insert(table_id.table_id, table_size);
                 }
                 infos.push(group_info);
             }
@@ -617,71 +663,11 @@ impl HummockManager {
     ) -> Result<()> {
         // 1. Due to version compatibility, we fix some of the configuration of older versions after hummock starts.
         let current_version = &versioning_guard.current_version;
-        let all_group_ids = get_compaction_group_ids(current_version);
-        let mut configs = compaction_group_manager
-            .get_or_insert_compaction_group_configs(&all_group_ids.collect_vec())
-            .await?;
-
-        // We've already lowered the default limit for write limit in PR-12183, and to prevent older clusters from continuing to use the outdated configuration, we've introduced a new logic to rewrite it in a uniform way.
-        let mut rewrite_cg_ids = vec![];
-        let mut restore_cg_to_partition_vnode: HashMap<u64, BTreeMap<u32, u32>> =
-            HashMap::default();
-        for (cg_id, compaction_group_config) in &mut configs {
-            // update write limit
-            let relaxed_default_write_stop_level_count = 1000;
-            if compaction_group_config
-                .compaction_config
-                .level0_sub_level_compact_level_count
-                == relaxed_default_write_stop_level_count
-            {
-                rewrite_cg_ids.push(*cg_id);
-            }
-
-            if let Some(levels) = current_version.levels.get(cg_id) {
-                if levels.member_table_ids.len() == 1 {
-                    restore_cg_to_partition_vnode.insert(
-                        *cg_id,
-                        vec![(
-                            levels.member_table_ids[0],
-                            compaction_group_config
-                                .compaction_config
-                                .split_weight_by_vnode,
-                        )]
-                        .into_iter()
-                        .collect(),
-                    );
-                }
-            }
-        }
-
-        if !rewrite_cg_ids.is_empty() {
-            tracing::info!("Compaction group {:?} configs rewrite ", rewrite_cg_ids);
-
-            // update meta store
-            let result = compaction_group_manager
-                .update_compaction_config(
-                    &rewrite_cg_ids,
-                    &[
-                        MutableConfig::Level0StopWriteThresholdSubLevelNumber(
-                            risingwave_common::config::default::compaction_config::level0_stop_write_threshold_sub_level_number(),
-                        ),
-                    ],
-                )
-                .await?;
-
-            // update memory
-            for new_config in result {
-                configs.insert(new_config.group_id(), new_config);
-            }
-        }
-
-        compaction_group_manager.write_limit =
-            calc_new_write_limits(configs, HashMap::new(), &versioning_guard.current_version);
-        trigger_write_stop_stats(&self.metrics, &compaction_group_manager.write_limit);
-        tracing::debug!(
-            "Hummock stopped write: {:#?}",
-            compaction_group_manager.write_limit
-        );
+        let all_group_ids = get_compaction_group_ids(current_version).collect_vec();
+        let default_config = compaction_group_manager.default_compaction_config();
+        let mut compaction_groups_txn = compaction_group_manager.start_compaction_groups_txn();
+        compaction_groups_txn.try_create_compaction_groups(&all_group_ids, default_config);
+        commit_multi_var!(self.meta_store_ref(), compaction_groups_txn)?;
 
         Ok(())
     }
@@ -696,91 +682,15 @@ impl HummockManager {
 /// 3. move existent table to new compaction group.
 pub(super) struct CompactionGroupManager {
     compaction_groups: BTreeMap<CompactionGroupId, CompactionGroup>,
-    default_config: CompactionConfig,
+    default_config: Arc<CompactionConfig>,
     /// Tables that write limit is trigger for.
     pub write_limit: HashMap<CompactionGroupId, WriteLimit>,
-    meta_store_impl: MetaStoreImpl,
-}
-
-// init method
-impl CompactionGroupManager {
-    async fn init(&mut self) -> Result<()> {
-        let loaded_compaction_groups: BTreeMap<CompactionGroupId, CompactionGroup> =
-            match &self.meta_store_impl {
-                MetaStoreImpl::Kv(meta_store) => CompactionGroup::list(meta_store)
-                    .await?
-                    .into_iter()
-                    .map(|cg| (cg.group_id(), cg))
-                    .collect(),
-                MetaStoreImpl::Sql(sql_meta_store) => {
-                    use sea_orm::EntityTrait;
-                    compaction_config::Entity::find()
-                        .all(&sql_meta_store.conn)
-                        .await
-                        .map_err(MetadataModelError::from)?
-                        .into_iter()
-                        .map(|m| (m.compaction_group_id as CompactionGroupId, m.into()))
-                        .collect()
-                }
-            };
-        if !loaded_compaction_groups.is_empty() {
-            self.compaction_groups = loaded_compaction_groups;
-        }
-        Ok(())
-    }
-
-    /// Initializes the config for a group.
-    /// Should only be used by compaction test.
-    pub(super) async fn init_compaction_config_for_replay(
-        &mut self,
-        group_id: CompactionGroupId,
-        config: CompactionConfig,
-    ) -> Result<()> {
-        let insert = BTreeMapEntryTransaction::new_insert(
-            &mut self.compaction_groups,
-            group_id,
-            CompactionGroup {
-                group_id,
-                compaction_config: Arc::new(config),
-            },
-        );
-        commit_multi_var!(self.meta_store_impl, insert)?;
-        Ok(())
-    }
 }
 
 impl CompactionGroupManager {
-    /// Gets compaction group config for `compaction_group_id`, inserts default one if missing.
-    async fn get_or_insert_compaction_group_config(
-        &mut self,
-        compaction_group_id: CompactionGroupId,
-    ) -> Result<CompactionGroup> {
-        let r = self
-            .get_or_insert_compaction_group_configs(&[compaction_group_id])
-            .await?;
-        Ok(r.into_values().next().unwrap())
-    }
-
-    /// Gets compaction group configs for `compaction_group_ids`, inserts default one if missing.
-    async fn get_or_insert_compaction_group_configs(
-        &mut self,
-        compaction_group_ids: &[CompactionGroupId],
-    ) -> Result<HashMap<CompactionGroupId, CompactionGroup>> {
-        let mut compaction_groups = BTreeMapTransaction::new(&mut self.compaction_groups);
-        for id in compaction_group_ids {
-            if compaction_groups.contains_key(id) {
-                continue;
-            }
-            let new_entry = CompactionGroup::new(*id, self.default_config.clone());
-            compaction_groups.insert(*id, new_entry);
-        }
-        commit_multi_var!(self.meta_store_impl, compaction_groups)?;
-
-        let r = compaction_group_ids
-            .iter()
-            .map(|id| (*id, self.compaction_groups[id].clone()))
-            .collect();
-        Ok(r)
+    /// Starts a transaction to update compaction group configs.
+    pub fn start_compaction_groups_txn(&mut self) -> CompactionGroupTransaction<'_> {
+        CompactionGroupTransaction::new(&mut self.compaction_groups)
     }
 
     /// Tries to get compaction group config for `compaction_group_id`.
@@ -791,53 +701,10 @@ impl CompactionGroupManager {
         self.compaction_groups.get(&compaction_group_id).cloned()
     }
 
-    pub(super) fn default_compaction_config(&self) -> CompactionConfig {
+    /// Tries to get compaction group config for `compaction_group_id`.
+    pub(super) fn default_compaction_config(&self) -> Arc<CompactionConfig> {
         self.default_config.clone()
     }
-
-    pub(super) async fn update_compaction_config(
-        &mut self,
-        compaction_group_ids: &[CompactionGroupId],
-        config_to_update: &[MutableConfig],
-    ) -> Result<Vec<CompactionGroup>> {
-        let mut compaction_groups = BTreeMapTransaction::new(&mut self.compaction_groups);
-        let mut result = Vec::with_capacity(compaction_group_ids.len());
-        for compaction_group_id in compaction_group_ids.iter().unique() {
-            let group = compaction_groups.get(compaction_group_id).ok_or_else(|| {
-                Error::CompactionGroup(format!("invalid group {}", *compaction_group_id))
-            })?;
-            let mut config = group.compaction_config.as_ref().clone();
-            update_compaction_config(&mut config, config_to_update);
-            if let Err(reason) = validate_compaction_config(&config) {
-                return Err(Error::CompactionGroup(reason));
-            }
-            let mut new_group = group.clone();
-            new_group.compaction_config = Arc::new(config);
-            compaction_groups.insert(*compaction_group_id, new_group.clone());
-            result.push(new_group);
-        }
-        commit_multi_var!(self.meta_store_impl, compaction_groups)?;
-        Ok(result)
-    }
-
-    /// Removes stale group configs.
-    async fn purge(&mut self, existing_groups: HashSet<CompactionGroupId>) -> Result<()> {
-        let mut compaction_groups = BTreeMapTransaction::new(&mut self.compaction_groups);
-        let stale_group = compaction_groups
-            .tree_ref()
-            .keys()
-            .cloned()
-            .filter(|k| !existing_groups.contains(k))
-            .collect_vec();
-        if stale_group.is_empty() {
-            return Ok(());
-        }
-        for group in stale_group {
-            compaction_groups.remove(group);
-        }
-        commit_multi_var!(self.meta_store_impl, compaction_groups)?;
-        Ok(())
-    }
 }
 
 fn update_compaction_config(target: &mut CompactionConfig, items: &[MutableConfig]) {
@@ -888,26 +755,108 @@ fn update_compaction_config(target: &mut CompactionConfig, items: &[MutableConfi
             MutableConfig::TombstoneReclaimRatio(c) => {
                 target.tombstone_reclaim_ratio = *c;
             }
-
             MutableConfig::CompressionAlgorithm(c) => {
                 target.compression_algorithm[c.get_level() as usize]
                     .clone_from(&c.compression_algorithm);
             }
+            MutableConfig::MaxL0CompactLevelCount(c) => {
+                target.max_l0_compact_level_count = *c;
+            }
         }
     }
 }
 
+impl<'a> CompactionGroupTransaction<'a> {
+    /// Inserts compaction group configs if they do not exist.
+    pub fn try_create_compaction_groups(
+        &mut self,
+        compaction_group_ids: &[CompactionGroupId],
+        config: Arc<CompactionConfig>,
+    ) -> bool {
+        let mut trivial = true;
+        for id in compaction_group_ids {
+            if self.contains_key(id) {
+                continue;
+            }
+            let new_entry = CompactionGroup::new(*id, config.as_ref().clone());
+            self.insert(*id, new_entry);
+
+            trivial = false;
+        }
+
+        !trivial
+    }
+
+    pub fn create_compaction_groups(
+        &mut self,
+        compaction_group_id: CompactionGroupId,
+        config: Arc<CompactionConfig>,
+    ) {
+        self.try_create_compaction_groups(&[compaction_group_id], config);
+    }
+
+    /// Tries to get compaction group config for `compaction_group_id`.
+    pub(super) fn try_get_compaction_group_config(
+        &self,
+        compaction_group_id: CompactionGroupId,
+    ) -> Option<&CompactionGroup> {
+        self.get(&compaction_group_id)
+    }
+
+    /// Removes stale group configs.
+    fn purge(&mut self, existing_groups: HashSet<CompactionGroupId>) {
+        let stale_group = self
+            .tree_ref()
+            .keys()
+            .cloned()
+            .filter(|k| !existing_groups.contains(k))
+            .collect_vec();
+        if stale_group.is_empty() {
+            return;
+        }
+        for group in stale_group {
+            self.remove(group);
+        }
+    }
+
+    pub(super) fn update_compaction_config(
+        &mut self,
+        compaction_group_ids: &[CompactionGroupId],
+        config_to_update: &[MutableConfig],
+    ) -> Result<HashMap<CompactionGroupId, CompactionGroup>> {
+        let mut results = HashMap::default();
+        for compaction_group_id in compaction_group_ids.iter().unique() {
+            let group = self.get(compaction_group_id).ok_or_else(|| {
+                Error::CompactionGroup(format!("invalid group {}", *compaction_group_id))
+            })?;
+            let mut config = group.compaction_config.as_ref().clone();
+            update_compaction_config(&mut config, config_to_update);
+            if let Err(reason) = validate_compaction_config(&config) {
+                return Err(Error::CompactionGroup(reason));
+            }
+            let mut new_group = group.clone();
+            new_group.compaction_config = Arc::new(config);
+            self.insert(*compaction_group_id, new_group.clone());
+            results.insert(new_group.group_id(), new_group);
+        }
+
+        Ok(results)
+    }
+}
+
 #[cfg(test)]
 mod tests {
-    use std::collections::BTreeMap;
+    use std::collections::{BTreeMap, HashSet};
 
-    use itertools::Itertools;
     use risingwave_common::catalog::TableId;
     use risingwave_pb::hummock::rise_ctl_update_compaction_config_request::mutable_config::MutableConfig;
     use risingwave_pb::meta::table_fragments::Fragment;
 
+    use crate::hummock::commit_multi_var;
+    use crate::hummock::error::Result;
     use crate::hummock::manager::compaction_group_manager::CompactionGroupManager;
     use crate::hummock::test_utils::setup_compute_env;
+    use crate::manager::MetaStoreImpl;
     use crate::model::TableFragments;
 
     #[tokio::test]
@@ -915,21 +864,46 @@ mod tests {
         let (env, ..) = setup_compute_env(8080).await;
         let mut inner = CompactionGroupManager::new(&env).await.unwrap();
         assert_eq!(inner.compaction_groups.len(), 2);
-        inner
-            .update_compaction_config(&[100, 200], &[])
+
+        async fn update_compaction_config(
+            meta: &MetaStoreImpl,
+            inner: &mut CompactionGroupManager,
+            cg_ids: &[u64],
+            config_to_update: &[MutableConfig],
+        ) -> Result<()> {
+            let mut compaction_groups_txn = inner.start_compaction_groups_txn();
+            compaction_groups_txn.update_compaction_config(cg_ids, config_to_update)?;
+            commit_multi_var!(meta, compaction_groups_txn)
+        }
+
+        async fn insert_compaction_group_configs(
+            meta: &MetaStoreImpl,
+            inner: &mut CompactionGroupManager,
+            cg_ids: &[u64],
+        ) {
+            let default_config = inner.default_compaction_config();
+            let mut compaction_groups_txn = inner.start_compaction_groups_txn();
+            if compaction_groups_txn.try_create_compaction_groups(cg_ids, default_config) {
+                commit_multi_var!(meta, compaction_groups_txn).unwrap();
+            }
+        }
+
+        update_compaction_config(env.meta_store_ref(), &mut inner, &[100, 200], &[])
             .await
             .unwrap_err();
-        inner
-            .get_or_insert_compaction_group_configs(&[100, 200])
-            .await
-            .unwrap();
+        insert_compaction_group_configs(env.meta_store_ref(), &mut inner, &[100, 200]).await;
         assert_eq!(inner.compaction_groups.len(), 4);
         let mut inner = CompactionGroupManager::new(&env).await.unwrap();
         assert_eq!(inner.compaction_groups.len(), 4);
-        inner
-            .update_compaction_config(&[100, 200], &[MutableConfig::MaxSubCompaction(123)])
-            .await
-            .unwrap();
+
+        update_compaction_config(
+            env.meta_store_ref(),
+            &mut inner,
+            &[100, 200],
+            &[MutableConfig::MaxSubCompaction(123)],
+        )
+        .await
+        .unwrap();
         assert_eq!(inner.compaction_groups.len(), 4);
         assert_eq!(
             inner
@@ -1013,11 +987,14 @@ mod tests {
 
         // Test purge_stale_members: table fragments
         compaction_group_manager
-            .purge(&table_fragment_2.all_table_ids().collect_vec())
+            .purge(&table_fragment_2.all_table_ids().map(TableId::new).collect())
             .await
             .unwrap();
         assert_eq!(registered_number().await, 4);
-        compaction_group_manager.purge(&[]).await.unwrap();
+        compaction_group_manager
+            .purge(&HashSet::new())
+            .await
+            .unwrap();
         assert_eq!(registered_number().await, 0);
 
         assert_eq!(group_number().await, 2);
diff --git a/src/meta/src/hummock/manager/context.rs b/src/meta/src/hummock/manager/context.rs
index 155dd362c0909..982a94fd5f9db 100644
--- a/src/meta/src/hummock/manager/context.rs
+++ b/src/meta/src/hummock/manager/context.rs
@@ -99,7 +99,7 @@ impl HummockManager {
     ) -> Result<()> {
         let mut context_info = self.context_info.write().await;
         context_info
-            .release_contexts(context_ids, self.meta_store_ref())
+            .release_contexts(context_ids, self.env.meta_store())
             .await?;
         #[cfg(test)]
         {
@@ -188,7 +188,7 @@ impl HummockManager {
         }
 
         context_info
-            .release_contexts(&invalid_context_ids, self.meta_store_ref())
+            .release_contexts(&invalid_context_ids, self.env.meta_store())
             .await?;
 
         Ok(invalid_context_ids)
diff --git a/src/meta/src/hummock/manager/gc.rs b/src/meta/src/hummock/manager/gc.rs
index 363055316bac7..5f5150b7777cb 100644
--- a/src/meta/src/hummock/manager/gc.rs
+++ b/src/meta/src/hummock/manager/gc.rs
@@ -173,7 +173,7 @@ impl HummockManager {
     /// Starts a full GC.
     /// 1. Meta node sends a `FullScanTask` to a compactor in this method.
     /// 2. The compactor returns scan result of object store to meta node. See
-    /// `HummockManager::full_scan_inner` in storage crate.
+    ///    `HummockManager::full_scan_inner` in storage crate.
     /// 3. Meta node decides which SSTs to delete. See `HummockManager::complete_full_gc`.
     ///
     /// Returns Ok(false) if there is no worker available.
diff --git a/src/meta/src/hummock/manager/mod.rs b/src/meta/src/hummock/manager/mod.rs
index 1c0bbde4eb335..e3511d1e4b204 100644
--- a/src/meta/src/hummock/manager/mod.rs
+++ b/src/meta/src/hummock/manager/mod.rs
@@ -72,7 +72,6 @@ pub use compaction::{check_cg_write_limit, WriteLimitType};
 pub(crate) use utils::*;
 
 type Snapshot = ArcSwap<HummockSnapshot>;
-const HISTORY_TABLE_INFO_STATISTIC_TIME: usize = 240;
 
 // Update to states are performed as follow:
 // - Initialize ValTransaction for the meta state to update
@@ -297,7 +296,7 @@ impl HummockManager {
         Ok(instance)
     }
 
-    fn meta_store_ref(&self) -> MetaStoreImpl {
+    fn meta_store_ref(&self) -> &MetaStoreImpl {
         self.env.meta_store_ref()
     }
 
@@ -392,7 +391,7 @@ impl HummockManager {
                 .read()
                 .await
                 .default_compaction_config();
-            let checkpoint_version = create_init_version(default_compaction_config);
+            let checkpoint_version = HummockVersion::create_init_version(default_compaction_config);
             tracing::info!("init hummock version checkpoint");
             versioning_guard.checkpoint = HummockVersionCheckpoint {
                 version: checkpoint_version.clone(),
@@ -495,22 +494,22 @@ impl HummockManager {
             );
         }
 
+        let mut compaction_group_manager = self.compaction_group_manager.write().await;
+        let mut compaction_groups_txn = compaction_group_manager.start_compaction_groups_txn();
         for group in &compaction_groups {
             let mut pairs = vec![];
             for table_id in group.member_table_ids.clone() {
                 pairs.push((table_id as StateTableId, group.id));
             }
             let group_config = group.compaction_config.clone().unwrap();
-            self.compaction_group_manager
-                .write()
-                .await
-                .init_compaction_config_for_replay(group.id, group_config)
-                .await
-                .unwrap();
+            compaction_groups_txn.create_compaction_groups(group.id, Arc::new(group_config));
+
             self.register_table_ids_for_test(&pairs).await?;
             tracing::info!("Registered table ids {:?}", pairs);
         }
 
+        commit_multi_var!(self.meta_store_ref(), compaction_groups_txn)?;
+
         // Notify that tables have created
         for table in table_catalogs {
             self.env
diff --git a/src/meta/src/hummock/manager/tests.rs b/src/meta/src/hummock/manager/tests.rs
index 90ba6db61de4e..c2abc138e4944 100644
--- a/src/meta/src/hummock/manager/tests.rs
+++ b/src/meta/src/hummock/manager/tests.rs
@@ -21,6 +21,7 @@ use std::sync::Arc;
 
 use itertools::Itertools;
 use prometheus::Registry;
+use risingwave_common::catalog::TableId;
 use risingwave_common::util::epoch::{test_epoch, EpochExt, INVALID_EPOCH};
 use risingwave_hummock_sdk::compact::compact_task_to_string;
 use risingwave_hummock_sdk::compaction_group::hummock_version_ext::get_compaction_group_ssts;
@@ -46,7 +47,7 @@ use crate::hummock::compaction::selector::{
 };
 use crate::hummock::error::Error;
 use crate::hummock::test_utils::*;
-use crate::hummock::{CommitEpochInfo, HummockManager, HummockManagerRef};
+use crate::hummock::{HummockManager, HummockManagerRef};
 use crate::manager::{MetaSrvEnv, MetaStoreImpl, WorkerId};
 use crate::model::MetadataModel;
 use crate::rpc::metrics::MetaMetrics;
@@ -100,7 +101,7 @@ fn get_compaction_group_object_ids(
 }
 
 async fn list_pinned_snapshot_from_meta_store(env: &MetaSrvEnv) -> Vec<HummockPinnedSnapshot> {
-    match env.meta_store() {
+    match env.meta_store_ref() {
         MetaStoreImpl::Kv(meta_store) => HummockPinnedSnapshot::list(meta_store).await.unwrap(),
         MetaStoreImpl::Sql(sql_meta_store) => {
             use risingwave_meta_model_v2::hummock_pinned_snapshot;
@@ -117,7 +118,7 @@ async fn list_pinned_snapshot_from_meta_store(env: &MetaSrvEnv) -> Vec<HummockPi
 }
 
 async fn list_pinned_version_from_meta_store(env: &MetaSrvEnv) -> Vec<HummockPinnedVersion> {
-    match env.meta_store() {
+    match env.meta_store_ref() {
         MetaStoreImpl::Kv(meta_store) => HummockPinnedVersion::list(meta_store).await.unwrap(),
         MetaStoreImpl::Sql(sql_meta_store) => {
             use risingwave_meta_model_v2::hummock_pinned_version;
@@ -801,10 +802,7 @@ async fn test_invalid_sst_id() {
         .map(|LocalSstableInfo { sst_info, .. }| (sst_info.get_object_id(), WorkerId::MAX))
         .collect();
     let error = hummock_manager
-        .commit_epoch(
-            epoch,
-            CommitEpochInfo::for_test(ssts.clone(), sst_to_worker),
-        )
+        .commit_epoch_for_test(epoch, ssts.clone(), sst_to_worker)
         .await
         .unwrap_err();
     assert!(matches!(error, Error::InvalidSst(1)));
@@ -814,7 +812,7 @@ async fn test_invalid_sst_id() {
         .map(|LocalSstableInfo { sst_info, .. }| (sst_info.get_object_id(), context_id))
         .collect();
     hummock_manager
-        .commit_epoch(epoch, CommitEpochInfo::for_test(ssts, sst_to_worker))
+        .commit_epoch_for_test(epoch, ssts, sst_to_worker)
         .await
         .unwrap();
 }
@@ -1188,9 +1186,10 @@ async fn test_extend_objects_to_delete() {
     assert_eq!(objects_to_delete.len(), orphan_sst_num as usize);
     let new_epoch = pinned_version2.max_committed_epoch.next_epoch();
     hummock_manager
-        .commit_epoch(
+        .commit_epoch_for_test(
             new_epoch,
-            CommitEpochInfo::for_test(Vec::<ExtendedSstableInfo>::new(), Default::default()),
+            Vec::<ExtendedSstableInfo>::new(),
+            Default::default(),
         )
         .await
         .unwrap();
@@ -1261,7 +1260,7 @@ async fn test_version_stats() {
         .map(|LocalSstableInfo { sst_info, .. }| (sst_info.get_object_id(), worker_node.id))
         .collect();
     hummock_manager
-        .commit_epoch(epoch, CommitEpochInfo::for_test(ssts, sst_to_worker))
+        .commit_epoch_for_test(epoch, ssts, sst_to_worker)
         .await
         .unwrap();
 
@@ -1360,10 +1359,7 @@ async fn test_split_compaction_group_on_commit() {
         table_stats: Default::default(),
     };
     hummock_manager
-        .commit_epoch(
-            30,
-            CommitEpochInfo::for_test(vec![sst_1], HashMap::from([(10, context_id)])),
-        )
+        .commit_epoch_for_test(30, vec![sst_1], HashMap::from([(10, context_id)]))
         .await
         .unwrap();
     let current_version = hummock_manager.get_current_version().await;
@@ -1378,14 +1374,20 @@ async fn test_split_compaction_group_on_commit() {
     );
     assert_eq!(
         current_version
-            .get_compaction_group_levels(2)
-            .member_table_ids,
+            .state_table_info
+            .compaction_group_member_table_ids(2)
+            .iter()
+            .map(|table_id| table_id.table_id)
+            .collect_vec(),
         vec![100]
     );
     assert_eq!(
         current_version
-            .get_compaction_group_levels(3)
-            .member_table_ids,
+            .state_table_info
+            .compaction_group_member_table_ids(3)
+            .iter()
+            .map(|table_id| table_id.table_id)
+            .collect_vec(),
         vec![101]
     );
 }
@@ -1467,12 +1469,10 @@ async fn test_split_compaction_group_on_demand_basic() {
         table_stats: Default::default(),
     };
     hummock_manager
-        .commit_epoch(
+        .commit_epoch_for_test(
             30,
-            CommitEpochInfo::for_test(
-                vec![sst_1, sst_2],
-                HashMap::from([(10, context_id), (11, context_id)]),
-            ),
+            vec![sst_1, sst_2],
+            HashMap::from([(10, context_id), (11, context_id)]),
         )
         .await
         .unwrap();
@@ -1511,14 +1511,21 @@ async fn test_split_compaction_group_on_demand_basic() {
     );
     assert_eq!(
         current_version
-            .get_compaction_group_levels(2)
-            .member_table_ids,
+            .state_table_info
+            .compaction_group_member_table_ids(2)
+            .iter()
+            .map(|table_id| table_id.table_id)
+            .collect_vec(),
         vec![102]
     );
     assert_eq!(
         current_version
-            .get_compaction_group_levels(new_group_id)
-            .member_table_ids,
+            .state_table_info
+            .compaction_group_member_table_ids(new_group_id)
+            .iter()
+            .map(|table_id| table_id.table_id)
+            .sorted()
+            .collect_vec(),
         vec![100, 101]
     );
 }
@@ -1549,10 +1556,7 @@ async fn test_split_compaction_group_on_demand_non_trivial() {
         .await
         .unwrap();
     hummock_manager
-        .commit_epoch(
-            30,
-            CommitEpochInfo::for_test(vec![sst_1], HashMap::from([(10, context_id)])),
-        )
+        .commit_epoch_for_test(30, vec![sst_1], HashMap::from([(10, context_id)]))
         .await
         .unwrap();
 
@@ -1575,14 +1579,20 @@ async fn test_split_compaction_group_on_demand_non_trivial() {
     );
     assert_eq!(
         current_version
-            .get_compaction_group_levels(2)
-            .member_table_ids,
+            .state_table_info
+            .compaction_group_member_table_ids(2)
+            .iter()
+            .map(|table_id| table_id.table_id)
+            .collect_vec(),
         vec![101]
     );
     assert_eq!(
         current_version
-            .get_compaction_group_levels(new_group_id)
-            .member_table_ids,
+            .state_table_info
+            .compaction_group_member_table_ids(new_group_id)
+            .iter()
+            .map(|table_id| table_id.table_id)
+            .collect_vec(),
         vec![100]
     );
 }
@@ -1651,17 +1661,15 @@ async fn test_split_compaction_group_trivial_expired() {
     sst_4.sst_info.sst_id = 9;
     sst_4.sst_info.object_id = 9;
     hummock_manager
-        .commit_epoch(
+        .commit_epoch_for_test(
             30,
-            CommitEpochInfo::for_test(
-                vec![sst_1, sst_2, sst_3, sst_4],
-                HashMap::from([
-                    (10, context_id),
-                    (11, context_id),
-                    (9, context_id),
-                    (8, context_id),
-                ]),
-            ),
+            vec![sst_1, sst_2, sst_3, sst_4],
+            HashMap::from([
+                (10, context_id),
+                (11, context_id),
+                (9, context_id),
+                (8, context_id),
+            ]),
         )
         .await
         .unwrap();
@@ -1698,14 +1706,21 @@ async fn test_split_compaction_group_trivial_expired() {
     assert!(new_group_id > StaticCompactionGroupId::End as u64);
     assert_eq!(
         current_version
-            .get_compaction_group_levels(2)
-            .member_table_ids,
+            .state_table_info
+            .compaction_group_member_table_ids(2)
+            .iter()
+            .map(|table_id| table_id.table_id)
+            .sorted()
+            .collect_vec(),
         vec![101, 102]
     );
     assert_eq!(
         current_version
-            .get_compaction_group_levels(new_group_id)
-            .member_table_ids,
+            .state_table_info
+            .compaction_group_member_table_ids(new_group_id)
+            .iter()
+            .map(|table_id| table_id.table_id)
+            .collect_vec(),
         vec![100]
     );
 
@@ -1791,10 +1806,7 @@ async fn test_split_compaction_group_on_demand_bottom_levels() {
         table_stats: Default::default(),
     };
     hummock_manager
-        .commit_epoch(
-            30,
-            CommitEpochInfo::for_test(vec![sst_1.clone()], HashMap::from([(10, context_id)])),
-        )
+        .commit_epoch_for_test(30, vec![sst_1.clone()], HashMap::from([(10, context_id)]))
         .await
         .unwrap();
     // Construct data via manual compaction
@@ -1947,12 +1959,10 @@ async fn test_compaction_task_expiration_due_to_split_group() {
         table_stats: Default::default(),
     };
     hummock_manager
-        .commit_epoch(
+        .commit_epoch_for_test(
             30,
-            CommitEpochInfo::for_test(
-                vec![sst_1, sst_2],
-                HashMap::from([(10, context_id), (11, context_id)]),
-            ),
+            vec![sst_1, sst_2],
+            HashMap::from([(10, context_id), (11, context_id)]),
         )
         .await
         .unwrap();
@@ -2009,10 +2019,7 @@ async fn test_move_tables_between_compaction_group() {
         .unwrap();
     let sst_1 = gen_extend_sstable_info(10, 2, 1, vec![100, 101, 102]);
     hummock_manager
-        .commit_epoch(
-            30,
-            CommitEpochInfo::for_test(vec![sst_1.clone()], HashMap::from([(10, context_id)])),
-        )
+        .commit_epoch_for_test(30, vec![sst_1.clone()], HashMap::from([(10, context_id)]))
         .await
         .unwrap();
     // Construct data via manual compaction
@@ -2035,10 +2042,7 @@ async fn test_move_tables_between_compaction_group() {
         .unwrap());
     let sst_2 = gen_extend_sstable_info(14, 2, 1, vec![101, 102]);
     hummock_manager
-        .commit_epoch(
-            31,
-            CommitEpochInfo::for_test(vec![sst_2.clone()], HashMap::from([(14, context_id)])),
-        )
+        .commit_epoch_for_test(31, vec![sst_2.clone()], HashMap::from([(14, context_id)]))
         .await
         .unwrap();
     let current_version = hummock_manager.get_current_version().await;
@@ -2187,10 +2191,7 @@ async fn test_partition_level() {
         .unwrap();
     let sst_1 = gen_extend_sstable_info(10, 2, 1, vec![100, 101]);
     hummock_manager
-        .commit_epoch(
-            30,
-            CommitEpochInfo::for_test(vec![sst_1.clone()], HashMap::from([(10, context_id)])),
-        )
+        .commit_epoch_for_test(30, vec![sst_1.clone()], HashMap::from([(10, context_id)]))
         .await
         .unwrap();
     // Construct data via manual compaction
@@ -2233,9 +2234,10 @@ async fn test_partition_level() {
         sst.sst_info.file_size = 10 * MB;
         sst.sst_info.uncompressed_file_size = 10 * MB;
         hummock_manager
-            .commit_epoch(
+            .commit_epoch_for_test(
                 epoch,
-                CommitEpochInfo::for_test(vec![sst], HashMap::from([(global_sst_id, context_id)])),
+                vec![sst],
+                HashMap::from([(global_sst_id, context_id)]),
             )
             .await
             .unwrap();
@@ -2337,12 +2339,10 @@ async fn test_unregister_moved_table() {
         table_stats: Default::default(),
     };
     hummock_manager
-        .commit_epoch(
+        .commit_epoch_for_test(
             30,
-            CommitEpochInfo::for_test(
-                vec![sst_1, sst_2],
-                HashMap::from([(10, context_id), (11, context_id)]),
-            ),
+            vec![sst_1, sst_2],
+            HashMap::from([(10, context_id), (11, context_id)]),
         )
         .await
         .unwrap();
@@ -2370,18 +2370,27 @@ async fn test_unregister_moved_table() {
     );
     assert_eq!(
         current_version
-            .get_compaction_group_levels(2)
-            .member_table_ids,
+            .state_table_info
+            .compaction_group_member_table_ids(2)
+            .iter()
+            .map(|table_id| table_id.table_id)
+            .collect_vec(),
         vec![101]
     );
     assert_eq!(
         current_version
-            .get_compaction_group_levels(new_group_id)
-            .member_table_ids,
+            .state_table_info
+            .compaction_group_member_table_ids(new_group_id)
+            .iter()
+            .map(|table_id| table_id.table_id)
+            .collect_vec(),
         vec![100]
     );
 
-    hummock_manager.unregister_table_ids(&[100]).await.unwrap();
+    hummock_manager
+        .unregister_table_ids([TableId::new(100)])
+        .await
+        .unwrap();
     let current_version = hummock_manager.get_current_version().await;
     assert_eq!(current_version.levels.len(), 2);
     assert!(!current_version.levels.contains_key(&new_group_id));
@@ -2391,8 +2400,11 @@ async fn test_unregister_moved_table() {
     );
     assert_eq!(
         current_version
-            .get_compaction_group_levels(2)
-            .member_table_ids,
+            .state_table_info
+            .compaction_group_member_table_ids(2)
+            .iter()
+            .map(|table_id| table_id.table_id)
+            .collect_vec(),
         vec![101]
     );
 }
diff --git a/src/meta/src/hummock/manager/timer_task.rs b/src/meta/src/hummock/manager/timer_task.rs
index e28a2d2e9fb02..bb4a9fa86b06c 100644
--- a/src/meta/src/hummock/manager/timer_task.rs
+++ b/src/meta/src/hummock/manager/timer_task.rs
@@ -12,7 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::{HashMap, HashSet, VecDeque};
+use std::collections::{HashMap, HashSet};
 use std::sync::Arc;
 use std::time::Duration;
 
@@ -22,8 +22,6 @@ use futures::{FutureExt, StreamExt};
 use itertools::Itertools;
 use risingwave_common::system_param::reader::SystemParamsRead;
 use risingwave_hummock_sdk::compaction_group::hummock_version_ext::get_compaction_group_ids;
-use risingwave_hummock_sdk::compaction_group::StaticCompactionGroupId;
-use risingwave_hummock_sdk::CompactionGroupId;
 use risingwave_pb::hummock::compact_task::{self, TaskStatus};
 use risingwave_pb::hummock::level_handler::RunningCompactTask;
 use rw_futures_util::select_all;
@@ -33,7 +31,6 @@ use tokio::task::JoinHandle;
 use tokio_stream::wrappers::IntervalStream;
 use tracing::warn;
 
-use crate::hummock::manager::HISTORY_TABLE_INFO_STATISTIC_TIME;
 use crate::hummock::metrics_utils::{trigger_lsm_stat, trigger_mv_stat};
 use crate::hummock::{HummockManager, TASK_NORMAL};
 
@@ -257,16 +254,25 @@ impl HummockManager {
                                     // progress (meta + compactor)
                                     // 2. meta periodically scans the task and performs a cancel on
                                     // the meta side for tasks that are not updated by heartbeat
-                                    for task in compactor_manager.get_heartbeat_expired_tasks() {
+                                    let expired_tasks: Vec<u64> = compactor_manager
+                                        .get_heartbeat_expired_tasks()
+                                        .into_iter()
+                                        .map(|task| task.task_id)
+                                        .collect();
+                                    if !expired_tasks.is_empty() {
+                                        tracing::info!(
+                                            expired_tasks = ?expired_tasks,
+                                            "Heartbeat expired compaction tasks detected. Attempting to cancel tasks.",
+                                        );
                                         if let Err(e) = hummock_manager
-                                            .cancel_compact_task(
-                                                task.task_id,
+                                            .cancel_compact_tasks(
+                                                expired_tasks.clone(),
                                                 TaskStatus::HeartbeatCanceled,
                                             )
                                             .await
                                         {
                                             tracing::error!(
-                                                task_id = task.task_id,
+                                                expired_tasks = ?expired_tasks,
                                                 error = %e.as_report(),
                                                 "Attempt to remove compaction task due to elapsed heartbeat failed. We will continue to track its heartbeat
                                                 until we can successfully report its status",
@@ -459,7 +465,7 @@ impl HummockManager {
             }
 
             for (table_id, table_size) in &group.table_statistic {
-                self.calculate_table_align_rule(
+                self.try_move_table_to_dedicated_cg(
                     &table_write_throughput,
                     table_id,
                     table_size,
@@ -485,88 +491,4 @@ impl HummockManager {
             }
         }
     }
-
-    async fn calculate_table_align_rule(
-        &self,
-        table_write_throughput: &HashMap<u32, VecDeque<u64>>,
-        table_id: &u32,
-        table_size: &u64,
-        is_creating_table: bool,
-        checkpoint_secs: u64,
-        parent_group_id: u64,
-        group_size: u64,
-    ) {
-        let default_group_id: CompactionGroupId = StaticCompactionGroupId::StateDefault.into();
-        let mv_group_id: CompactionGroupId = StaticCompactionGroupId::MaterializedView.into();
-        let partition_vnode_count = self.env.opts.partition_vnode_count;
-        let window_size = HISTORY_TABLE_INFO_STATISTIC_TIME / (checkpoint_secs as usize);
-
-        let mut is_high_write_throughput = false;
-        let mut is_low_write_throughput = true;
-        if let Some(history) = table_write_throughput.get(table_id) {
-            if !is_creating_table {
-                if history.len() >= window_size {
-                    is_high_write_throughput = history.iter().all(|throughput| {
-                        *throughput / checkpoint_secs
-                            > self.env.opts.table_write_throughput_threshold
-                    });
-                    is_low_write_throughput = history.iter().any(|throughput| {
-                        *throughput / checkpoint_secs
-                            < self.env.opts.min_table_split_write_throughput
-                    });
-                }
-            } else {
-                // For creating table, relax the checking restrictions to make the data alignment behavior more sensitive.
-                let sum = history.iter().sum::<u64>();
-                is_low_write_throughput = sum
-                    < self.env.opts.min_table_split_write_throughput
-                        * history.len() as u64
-                        * checkpoint_secs;
-            }
-        }
-
-        let state_table_size = *table_size;
-
-        // 1. Avoid splitting a creating table
-        // 2. Avoid splitting a is_low_write_throughput creating table
-        // 3. Avoid splitting a non-high throughput medium-sized table
-        if is_creating_table
-            || (is_low_write_throughput)
-            || (state_table_size < self.env.opts.min_table_split_size && !is_high_write_throughput)
-        {
-            return;
-        }
-
-        // do not split a large table and a small table because it would increase IOPS
-        // of small table.
-        if parent_group_id != default_group_id && parent_group_id != mv_group_id {
-            let rest_group_size = group_size - state_table_size;
-            if rest_group_size < state_table_size
-                && rest_group_size < self.env.opts.min_table_split_size
-            {
-                return;
-            }
-        }
-
-        let ret = self
-            .move_state_table_to_compaction_group(
-                parent_group_id,
-                &[*table_id],
-                partition_vnode_count,
-            )
-            .await;
-        match ret {
-            Ok((new_group_id, table_vnode_partition_count)) => {
-                tracing::info!("move state table [{}] from group-{} to group-{} success table_vnode_partition_count {:?}", table_id, parent_group_id, new_group_id, table_vnode_partition_count);
-            }
-            Err(e) => {
-                tracing::info!(
-                    error = %e.as_report(),
-                    "failed to move state table [{}] from group-{}",
-                    table_id,
-                    parent_group_id,
-                )
-            }
-        }
-    }
 }
diff --git a/src/meta/src/hummock/manager/transaction.rs b/src/meta/src/hummock/manager/transaction.rs
index e5f2ba4b325be..c467e95adfdbe 100644
--- a/src/meta/src/hummock/manager/transaction.rs
+++ b/src/meta/src/hummock/manager/transaction.rs
@@ -15,7 +15,6 @@
 use std::collections::BTreeMap;
 use std::ops::{Deref, DerefMut};
 
-use risingwave_hummock_sdk::compaction_group::hummock_version_ext::build_version_delta_after_version;
 use risingwave_hummock_sdk::version::{HummockVersion, HummockVersionDelta};
 use risingwave_hummock_sdk::HummockVersionId;
 use risingwave_pb::hummock::HummockVersionStats;
@@ -38,7 +37,9 @@ fn trigger_version_stat(metrics: &MetaMetrics, current_version: &HummockVersion)
     metrics
         .version_size
         .set(current_version.estimated_encode_len() as i64);
-    metrics.safe_epoch.set(current_version.safe_epoch as i64);
+    metrics
+        .safe_epoch
+        .set(current_version.visible_table_safe_epoch() as i64);
     metrics.current_version_id.set(current_version.id as i64);
 }
 
@@ -86,7 +87,7 @@ impl<'a> HummockVersionTransaction<'a> {
     }
 
     pub(super) fn new_delta<'b>(&'b mut self) -> SingleDeltaTransaction<'a, 'b> {
-        let delta = build_version_delta_after_version(self.latest_version());
+        let delta = self.latest_version().version_delta_after();
         SingleDeltaTransaction {
             version_txn: self,
             delta: Some(delta),
diff --git a/src/meta/src/hummock/manager/versioning.rs b/src/meta/src/hummock/manager/versioning.rs
index e04af41d30d40..2e6b2512a8be0 100644
--- a/src/meta/src/hummock/manager/versioning.rs
+++ b/src/meta/src/hummock/manager/versioning.rs
@@ -17,25 +17,20 @@ use std::collections::{BTreeMap, HashMap, HashSet};
 
 use itertools::Itertools;
 use risingwave_common::catalog::TableId;
-use risingwave_common::util::epoch::INVALID_EPOCH;
 use risingwave_hummock_sdk::compaction_group::hummock_version_ext::{
-    build_initial_compaction_group_levels, get_compaction_group_ids,
-    get_table_compaction_group_id_mapping, BranchedSstInfo,
+    get_compaction_group_ids, get_table_compaction_group_id_mapping, BranchedSstInfo,
 };
-use risingwave_hummock_sdk::compaction_group::{StateTableId, StaticCompactionGroupId};
+use risingwave_hummock_sdk::compaction_group::StateTableId;
 use risingwave_hummock_sdk::table_stats::add_prost_table_stats_map;
-use risingwave_hummock_sdk::version::{
-    HummockVersion, HummockVersionDelta, HummockVersionStateTableInfo,
-};
+use risingwave_hummock_sdk::version::{HummockVersion, HummockVersionDelta};
 use risingwave_hummock_sdk::{
     CompactionGroupId, HummockContextId, HummockEpoch, HummockSstableObjectId, HummockVersionId,
-    FIRST_VERSION_ID,
 };
 use risingwave_pb::common::WorkerNode;
 use risingwave_pb::hummock::write_limits::WriteLimit;
 use risingwave_pb::hummock::{
-    CompactionConfig, HummockPinnedSnapshot, HummockPinnedVersion, HummockSnapshot,
-    HummockVersionStats, SstableInfo, TableStats,
+    HummockPinnedSnapshot, HummockPinnedVersion, HummockSnapshot, HummockVersionStats, SstableInfo,
+    TableStats,
 };
 use risingwave_pb::meta::subscribe_response::{Info, Operation};
 
@@ -337,7 +332,12 @@ pub(super) fn calc_new_write_limits(
             new_write_limits.insert(
                 *id,
                 WriteLimit {
-                    table_ids: levels.member_table_ids.clone(),
+                    table_ids: version
+                        .state_table_info
+                        .compaction_group_member_table_ids(*id)
+                        .iter()
+                        .map(|table_id| table_id.table_id)
+                        .collect(),
                     reason: write_limit_type.as_str(),
                 },
             );
@@ -349,28 +349,6 @@ pub(super) fn calc_new_write_limits(
     new_write_limits
 }
 
-pub(super) fn create_init_version(default_compaction_config: CompactionConfig) -> HummockVersion {
-    let mut init_version = HummockVersion {
-        id: FIRST_VERSION_ID,
-        levels: Default::default(),
-        max_committed_epoch: INVALID_EPOCH,
-        safe_epoch: INVALID_EPOCH,
-        table_watermarks: HashMap::new(),
-        table_change_log: HashMap::new(),
-        state_table_info: HummockVersionStateTableInfo::empty(),
-    };
-    for group_id in [
-        StaticCompactionGroupId::StateDefault as CompactionGroupId,
-        StaticCompactionGroupId::MaterializedView as CompactionGroupId,
-    ] {
-        init_version.levels.insert(
-            group_id,
-            build_initial_compaction_group_levels(group_id, &default_compaction_config),
-        );
-    }
-    init_version
-}
-
 /// Rebuilds table stats from the given version.
 /// Note that the result is approximate value. See `estimate_table_stats`.
 fn rebuild_table_stats(version: &HummockVersion) -> HummockVersionStats {
@@ -575,10 +553,9 @@ mod tests {
             );
         }
 
-        let mut version = HummockVersion {
-            id: 123,
-            ..Default::default()
-        };
+        let mut version = HummockVersion::default();
+        version.id = 123;
+
         for cg in 1..3 {
             version.levels.insert(
                 cg,
diff --git a/src/meta/src/hummock/metrics_utils.rs b/src/meta/src/hummock/metrics_utils.rs
index 19eeb24f67aa9..3779ff5b2be97 100644
--- a/src/meta/src/hummock/metrics_utils.rs
+++ b/src/meta/src/hummock/metrics_utils.rs
@@ -529,12 +529,17 @@ pub fn trigger_write_stop_stats(
 pub fn trigger_split_stat(metrics: &MetaMetrics, version: &HummockVersion) {
     let branched_ssts = version.build_branched_sst_info();
 
-    for (compaction_group_id, group) in &version.levels {
+    for compaction_group_id in version.levels.keys() {
         let group_label = compaction_group_id.to_string();
         metrics
             .state_table_count
             .with_label_values(&[&group_label])
-            .set(group.member_table_ids.len() as _);
+            .set(
+                version
+                    .state_table_info
+                    .compaction_group_member_table_ids(*compaction_group_id)
+                    .len() as _,
+            );
 
         let branched_sst_count: usize = branched_ssts
             .values()
diff --git a/src/meta/src/hummock/mock_hummock_meta_client.rs b/src/meta/src/hummock/mock_hummock_meta_client.rs
index 3227c4ad3d34e..dea226e28b047 100644
--- a/src/meta/src/hummock/mock_hummock_meta_client.rs
+++ b/src/meta/src/hummock/mock_hummock_meta_client.rs
@@ -12,6 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
+use std::collections::BTreeMap;
 use std::sync::atomic::{AtomicU32, Ordering};
 use std::sync::Arc;
 use std::time::SystemTime;
@@ -172,25 +173,28 @@ impl HummockMetaClient for MockHummockMetaClient {
             sync_result.uncommitted_ssts.iter().map(|sst| &sst.sst_info),
             &vec![epoch],
             version
-                .levels
-                .values()
-                .flat_map(|group| group.member_table_ids.iter().map(|table_id| (*table_id, 0))),
+                .state_table_info
+                .info()
+                .keys()
+                .map(|table_id| (table_id.table_id, 0)),
         );
         self.hummock_manager
-            .commit_epoch(
+            .commit_epoch(CommitEpochInfo::new(
+                sync_result
+                    .uncommitted_ssts
+                    .into_iter()
+                    .map(|sst| sst.into())
+                    .collect(),
+                new_table_watermark,
+                sst_to_worker,
+                None,
+                table_change_log,
+                BTreeMap::from_iter([(
+                    epoch,
+                    version.state_table_info.info().keys().cloned().collect(),
+                )]),
                 epoch,
-                CommitEpochInfo::new(
-                    sync_result
-                        .uncommitted_ssts
-                        .into_iter()
-                        .map(|sst| sst.into())
-                        .collect(),
-                    new_table_watermark,
-                    sst_to_worker,
-                    None,
-                    table_change_log,
-                ),
-            )
+            ))
             .await
             .map_err(mock_err)?;
         Ok(())
diff --git a/src/meta/src/hummock/mod.rs b/src/meta/src/hummock/mod.rs
index 65017943cb90f..4150f51280d3d 100644
--- a/src/meta/src/hummock/mod.rs
+++ b/src/meta/src/hummock/mod.rs
@@ -23,7 +23,6 @@ mod metrics_utils;
 #[cfg(any(test, feature = "test"))]
 pub mod mock_hummock_meta_client;
 pub mod model;
-#[cfg(any(test, feature = "test"))]
 pub mod test_utils;
 mod utils;
 mod vacuum;
diff --git a/src/meta/src/hummock/model/compact_task_assignment.rs b/src/meta/src/hummock/model/compact_task_assignment.rs
index e8b9402680795..74fdf6e84dadd 100644
--- a/src/meta/src/hummock/model/compact_task_assignment.rs
+++ b/src/meta/src/hummock/model/compact_task_assignment.rs
@@ -12,7 +12,6 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use prost::Message;
 use risingwave_hummock_sdk::HummockCompactionTaskId;
 use risingwave_pb::hummock::CompactTaskAssignment;
 
@@ -32,10 +31,6 @@ impl MetadataModel for CompactTaskAssignment {
         self.clone()
     }
 
-    fn to_protobuf_encoded_vec(&self) -> Vec<u8> {
-        self.encode_to_vec()
-    }
-
     fn from_protobuf(prost: Self::PbType) -> Self {
         prost
     }
diff --git a/src/meta/src/hummock/model/pinned_snapshot.rs b/src/meta/src/hummock/model/pinned_snapshot.rs
index c7db58719f46c..f485d9dab7211 100644
--- a/src/meta/src/hummock/model/pinned_snapshot.rs
+++ b/src/meta/src/hummock/model/pinned_snapshot.rs
@@ -12,7 +12,6 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use prost::Message;
 use risingwave_hummock_sdk::HummockContextId;
 use risingwave_pb::hummock::HummockPinnedSnapshot;
 
@@ -32,10 +31,6 @@ impl MetadataModel for HummockPinnedSnapshot {
         self.clone()
     }
 
-    fn to_protobuf_encoded_vec(&self) -> Vec<u8> {
-        self.encode_to_vec()
-    }
-
     fn from_protobuf(prost: Self::PbType) -> Self {
         prost
     }
diff --git a/src/meta/src/hummock/model/pinned_version.rs b/src/meta/src/hummock/model/pinned_version.rs
index 1b92bc300c797..e8f6b2e65e75e 100644
--- a/src/meta/src/hummock/model/pinned_version.rs
+++ b/src/meta/src/hummock/model/pinned_version.rs
@@ -12,7 +12,6 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use prost::Message;
 use risingwave_hummock_sdk::HummockContextId;
 use risingwave_pb::hummock::HummockPinnedVersion;
 
@@ -32,10 +31,6 @@ impl MetadataModel for HummockPinnedVersion {
         self.clone()
     }
 
-    fn to_protobuf_encoded_vec(&self) -> Vec<u8> {
-        self.encode_to_vec()
-    }
-
     fn from_protobuf(prost: Self::PbType) -> Self {
         prost
     }
diff --git a/src/meta/src/hummock/model/version_delta.rs b/src/meta/src/hummock/model/version_delta.rs
index 34cadc675da7a..1a87b9d456989 100644
--- a/src/meta/src/hummock/model/version_delta.rs
+++ b/src/meta/src/hummock/model/version_delta.rs
@@ -12,7 +12,6 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use prost::Message;
 use risingwave_hummock_sdk::version::HummockVersionDelta;
 use risingwave_hummock_sdk::HummockVersionId;
 use risingwave_pb::hummock::PbHummockVersionDelta;
@@ -33,10 +32,6 @@ impl MetadataModel for HummockVersionDelta {
         self.to_protobuf()
     }
 
-    fn to_protobuf_encoded_vec(&self) -> Vec<u8> {
-        self.to_protobuf().encode_to_vec()
-    }
-
     fn from_protobuf(prost: Self::PbType) -> Self {
         Self::from_persisted_protobuf(&prost)
     }
diff --git a/src/meta/src/hummock/model/version_stats.rs b/src/meta/src/hummock/model/version_stats.rs
index e6ee772e3de9e..512adca422bd5 100644
--- a/src/meta/src/hummock/model/version_stats.rs
+++ b/src/meta/src/hummock/model/version_stats.rs
@@ -12,7 +12,6 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use prost::Message;
 use risingwave_hummock_sdk::HummockVersionId;
 use risingwave_pb::hummock::HummockVersionStats;
 
@@ -33,10 +32,6 @@ impl MetadataModel for HummockVersionStats {
         self.clone()
     }
 
-    fn to_protobuf_encoded_vec(&self) -> Vec<u8> {
-        self.encode_to_vec()
-    }
-
     fn from_protobuf(prost: Self::PbType) -> Self {
         prost
     }
diff --git a/src/meta/src/hummock/test_utils.rs b/src/meta/src/hummock/test_utils.rs
index 0090cceeed1cd..32cbd4932adf6 100644
--- a/src/meta/src/hummock/test_utils.rs
+++ b/src/meta/src/hummock/test_utils.rs
@@ -12,10 +12,13 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
+#![cfg(any(test, feature = "test"))]
+
 use std::sync::Arc;
 use std::time::Duration;
 
 use itertools::Itertools;
+use risingwave_common::catalog::TableId;
 use risingwave_common::util::epoch::test_epoch;
 use risingwave_hummock_sdk::compaction_group::StaticCompactionGroupId;
 use risingwave_hummock_sdk::key::key_with_epoch;
@@ -24,15 +27,13 @@ use risingwave_hummock_sdk::{
     CompactionGroupId, HummockContextId, HummockEpoch, HummockSstableObjectId, LocalSstableInfo,
 };
 use risingwave_pb::common::{HostAddress, WorkerNode, WorkerType};
-#[cfg(test)]
 use risingwave_pb::hummock::compact_task::TaskStatus;
-use risingwave_pb::hummock::{CompactionConfig, HummockSnapshot, KeyRange, SstableInfo};
+use risingwave_pb::hummock::{CompactionConfig, KeyRange, SstableInfo};
 use risingwave_pb::meta::add_worker_node_request::Property;
 
 use crate::hummock::compaction::compaction_config::CompactionConfigBuilder;
-#[cfg(test)]
 use crate::hummock::compaction::selector::default_compaction_selector;
-use crate::hummock::{CommitEpochInfo, CompactorManager, HummockManager, HummockManagerRef};
+use crate::hummock::{CompactorManager, HummockManager, HummockManagerRef};
 use crate::manager::{
     ClusterManager, ClusterManagerRef, FragmentManager, MetaSrvEnv, META_NODE_ID,
 };
@@ -49,7 +50,6 @@ pub fn to_local_sstable_info(ssts: &[SstableInfo]) -> Vec<LocalSstableInfo> {
         .collect_vec()
 }
 
-#[cfg(test)]
 pub async fn add_test_tables(
     hummock_manager: &HummockManager,
     context_id: HummockContextId,
@@ -73,7 +73,7 @@ pub async fn add_test_tables(
         .map(|LocalSstableInfo { sst_info, .. }| (sst_info.get_object_id(), context_id))
         .collect();
     hummock_manager
-        .commit_epoch(epoch, CommitEpochInfo::for_test(ssts, sst_to_worker))
+        .commit_epoch_for_test(epoch, ssts, sst_to_worker)
         .await
         .unwrap();
     // Simulate a compaction and increase version by 1.
@@ -148,7 +148,7 @@ pub async fn add_test_tables(
         .map(|LocalSstableInfo { sst_info, .. }| (sst_info.get_object_id(), context_id))
         .collect();
     hummock_manager
-        .commit_epoch(epoch, CommitEpochInfo::for_test(ssts, sst_to_worker))
+        .commit_epoch_for_test(epoch, ssts, sst_to_worker)
         .await
         .unwrap();
     vec![test_tables, test_tables_2, test_tables_3]
@@ -251,7 +251,7 @@ pub async fn unregister_table_ids_from_compaction_group(
     table_ids: &[u32],
 ) {
     hummock_manager_ref
-        .unregister_table_ids(table_ids)
+        .unregister_table_ids(table_ids.iter().map(|table_id| TableId::new(*table_id)))
         .await
         .unwrap();
 }
@@ -379,13 +379,13 @@ pub async fn commit_from_meta_node(
     hummock_manager_ref: &HummockManager,
     epoch: HummockEpoch,
     ssts: Vec<LocalSstableInfo>,
-) -> crate::hummock::error::Result<Option<HummockSnapshot>> {
+) -> crate::hummock::error::Result<()> {
     let sst_to_worker = ssts
         .iter()
         .map(|LocalSstableInfo { sst_info, .. }| (sst_info.get_object_id(), META_NODE_ID))
         .collect();
     hummock_manager_ref
-        .commit_epoch(epoch, CommitEpochInfo::for_test(ssts, sst_to_worker))
+        .commit_epoch_for_test(epoch, ssts, sst_to_worker)
         .await
 }
 
@@ -402,7 +402,7 @@ pub async fn add_ssts(
         .map(|LocalSstableInfo { sst_info, .. }| (sst_info.get_object_id(), context_id))
         .collect();
     hummock_manager
-        .commit_epoch(epoch, CommitEpochInfo::for_test(ssts, sst_to_worker))
+        .commit_epoch_for_test(epoch, ssts, sst_to_worker)
         .await
         .unwrap();
     test_tables
diff --git a/src/meta/src/manager/catalog/fragment.rs b/src/meta/src/manager/catalog/fragment.rs
index 9cb0d25a09ae0..537e2fac01f22 100644
--- a/src/meta/src/manager/catalog/fragment.rs
+++ b/src/meta/src/manager/catalog/fragment.rs
@@ -24,6 +24,7 @@ use risingwave_common::hash::{ActorMapping, ParallelUnitId, ParallelUnitMapping}
 use risingwave_common::util::stream_graph_visitor::{
     visit_stream_node, visit_stream_node_cont, visit_stream_node_cont_mut,
 };
+use risingwave_common::util::worker_util::WorkerNodeId;
 use risingwave_connector::source::SplitImpl;
 use risingwave_meta_model_v2::SourceId;
 use risingwave_pb::common::{PbParallelUnitMapping, PbWorkerSlotMapping};
@@ -69,10 +70,13 @@ impl FragmentManagerCore {
                     .values()
                     .map(move |fragment| FragmentWorkerSlotMapping {
                         fragment_id: fragment.fragment_id,
-                        mapping: Some(FragmentManager::convert_mapping(
-                            &table_fragments.actor_status,
-                            fragment.vnode_mapping.as_ref().unwrap(),
-                        )),
+                        mapping: Some(
+                            FragmentManager::convert_mapping(
+                                &table_fragments.actor_status,
+                                fragment.vnode_mapping.as_ref().unwrap(),
+                            )
+                            .unwrap(),
+                        ),
                     })
             })
     }
@@ -119,12 +123,21 @@ pub struct FragmentManager {
     core: RwLock<FragmentManagerCore>,
 }
 
+#[derive(Clone)]
+pub struct InflightFragmentInfo {
+    pub actors: HashMap<ActorId, WorkerNodeId>,
+    pub state_table_ids: HashSet<TableId>,
+    pub is_injectable: bool,
+}
+
 pub struct ActorInfos {
-    /// `node_id` => `actor_ids`
-    pub actor_maps: HashMap<WorkerId, Vec<ActorId>>,
+    pub fragment_infos: HashMap<FragmentId, InflightFragmentInfo>,
+}
 
-    /// all reachable barrier inject actors
-    pub barrier_inject_actor_maps: HashMap<WorkerId, Vec<ActorId>>,
+impl ActorInfos {
+    pub fn new(fragment_infos: HashMap<FragmentId, InflightFragmentInfo>) -> Self {
+        Self { fragment_infos }
+    }
 }
 
 pub type FragmentManagerRef = Arc<FragmentManager>;
@@ -198,15 +211,23 @@ impl FragmentManager {
     async fn notify_fragment_mapping(&self, table_fragment: &TableFragments, operation: Operation) {
         // Notify all fragment mapping to frontend nodes
         for fragment in table_fragment.fragments.values() {
-            let fragment_mapping = FragmentWorkerSlotMapping {
-                fragment_id: fragment.fragment_id,
-                mapping: Some(Self::convert_mapping(
-                    &table_fragment.actor_status,
-                    fragment
-                        .vnode_mapping
-                        .as_ref()
-                        .expect("no data distribution found"),
-                )),
+            let vnode_mapping = fragment
+                .vnode_mapping
+                .as_ref()
+                .expect("no data distribution found");
+
+            let fragment_mapping = if let Operation::Delete = operation {
+                FragmentWorkerSlotMapping {
+                    fragment_id: fragment.fragment_id,
+                    mapping: None,
+                }
+            } else {
+                FragmentWorkerSlotMapping {
+                    fragment_id: fragment.fragment_id,
+                    mapping: Some(
+                        Self::convert_mapping(&table_fragment.actor_status, vnode_mapping).unwrap(),
+                    ),
+                }
             };
 
             self.env
@@ -726,39 +747,45 @@ impl FragmentManager {
     /// Used in [`crate::barrier::GlobalBarrierManager`], load all running actor that need to be sent or
     /// collected
     pub async fn load_all_actors(&self) -> ActorInfos {
-        let mut actor_maps = HashMap::new();
-        let mut barrier_inject_actor_maps = HashMap::new();
+        let mut fragment_infos = HashMap::new();
 
         let map = &self.core.read().await.table_fragments;
         for fragments in map.values() {
-            for (worker_id, actor_states) in fragments.worker_actor_states() {
-                for (actor_id, actor_state) in actor_states {
-                    if actor_state == ActorState::Running {
-                        actor_maps
-                            .entry(worker_id)
-                            .or_insert_with(Vec::new)
-                            .push(actor_id);
-                    }
-                }
-            }
-
-            let barrier_inject_actors = fragments.worker_barrier_inject_actor_states();
-            for (worker_id, actor_states) in barrier_inject_actors {
-                for (actor_id, actor_state) in actor_states {
-                    if actor_state == ActorState::Running {
-                        barrier_inject_actor_maps
-                            .entry(worker_id)
-                            .or_insert_with(Vec::new)
-                            .push(actor_id);
-                    }
-                }
+            for fragment in fragments.fragments.values() {
+                let info = InflightFragmentInfo {
+                    actors: fragment
+                        .actors
+                        .iter()
+                        .filter_map(|actor| {
+                            let status = fragments
+                                .actor_status
+                                .get(&actor.actor_id)
+                                .expect("should exist");
+                            if status.state == ActorState::Running as i32 {
+                                Some((
+                                    actor.actor_id,
+                                    status
+                                        .get_parallel_unit()
+                                        .expect("should set")
+                                        .worker_node_id,
+                                ))
+                            } else {
+                                None
+                            }
+                        })
+                        .collect(),
+                    state_table_ids: fragment
+                        .state_table_ids
+                        .iter()
+                        .map(|table_id| TableId::new(*table_id))
+                        .collect(),
+                    is_injectable: TableFragments::is_injectable(fragment.fragment_type_mask),
+                };
+                assert!(fragment_infos.insert(fragment.fragment_id, info,).is_none());
             }
         }
 
-        ActorInfos {
-            actor_maps,
-            barrier_inject_actor_maps,
-        }
+        ActorInfos::new(fragment_infos)
     }
 
     async fn migrate_fragment_actors_inner(
@@ -1273,7 +1300,7 @@ impl FragmentManager {
 
                 *fragment.vnode_mapping.as_mut().unwrap() = vnode_mapping.clone();
 
-                let worker_slot_mapping = Self::convert_mapping(&actor_status, &vnode_mapping);
+                let worker_slot_mapping = Self::convert_mapping(&actor_status, &vnode_mapping)?;
 
                 // Notify fragment mapping to frontend nodes.
                 let fragment_mapping = FragmentWorkerSlotMapping {
@@ -1410,7 +1437,7 @@ impl FragmentManager {
     fn convert_mapping(
         actor_status: &BTreeMap<ActorId, ActorStatus>,
         vnode_mapping: &PbParallelUnitMapping,
-    ) -> PbWorkerSlotMapping {
+    ) -> MetaResult<PbWorkerSlotMapping> {
         let parallel_unit_to_worker = actor_status
             .values()
             .map(|actor_status| {
@@ -1419,9 +1446,9 @@ impl FragmentManager {
             })
             .collect();
 
-        ParallelUnitMapping::from_protobuf(vnode_mapping)
-            .to_worker_slot(&parallel_unit_to_worker)
-            .to_protobuf()
+        Ok(ParallelUnitMapping::from_protobuf(vnode_mapping)
+            .to_worker_slot(&parallel_unit_to_worker)?
+            .to_protobuf())
     }
 
     pub async fn table_node_actors(
diff --git a/src/meta/src/manager/catalog/mod.rs b/src/meta/src/manager/catalog/mod.rs
index de9c637df9dda..9ba9333cee8e1 100644
--- a/src/meta/src/manager/catalog/mod.rs
+++ b/src/meta/src/manager/catalog/mod.rs
@@ -187,6 +187,7 @@ impl CatalogManager {
     /// We identify a 'legacy' source based on two conditions:
     /// 1. The `format_encode_options` in `source_info` is empty.
     /// 2. Keys with certain prefixes belonging to `format_encode_options` exist in `with_properties` instead.
+    ///
     /// And if the source is identified as 'legacy', we copy the misplaced keys from `with_properties` to `format_encode_options`.
     async fn source_backward_compat_check(&self) -> MetaResult<()> {
         let core = &mut *self.core.lock().await;
@@ -897,6 +898,7 @@ impl CatalogManager {
     ///    with:
     ///    1. `stream_job_status` = CREATING
     ///    2. Not belonging to a background stream job.
+    ///
     ///    Clean up these hanging tables by the id.
     pub async fn clean_dirty_tables(&self, fragment_manager: FragmentManagerRef) -> MetaResult<()> {
         let core = &mut *self.core.lock().await;
@@ -1071,6 +1073,67 @@ impl CatalogManager {
         Ok(())
     }
 
+    /// `finish_stream_job` finishes a stream job and clean some states.
+    pub async fn finish_stream_job(
+        &self,
+        mut stream_job: StreamingJob,
+        internal_tables: Vec<Table>,
+    ) -> MetaResult<u64> {
+        // 1. finish procedure.
+        let mut creating_internal_table_ids = internal_tables.iter().map(|t| t.id).collect_vec();
+
+        // Update the corresponding 'created_at' field.
+        stream_job.mark_created();
+
+        let version = match stream_job {
+            StreamingJob::MaterializedView(table) => {
+                creating_internal_table_ids.push(table.id);
+                self.finish_create_table_procedure(internal_tables, table)
+                    .await?
+            }
+            StreamingJob::Sink(sink, target_table) => {
+                let sink_id = sink.id;
+
+                let mut version = self
+                    .finish_create_sink_procedure(internal_tables, sink)
+                    .await?;
+
+                if let Some((table, source)) = target_table {
+                    version = self
+                        .finish_replace_table_procedure(&source, &table, None, Some(sink_id), None)
+                        .await?;
+                }
+
+                version
+            }
+            StreamingJob::Table(source, table, ..) => {
+                creating_internal_table_ids.push(table.id);
+                if let Some(source) = source {
+                    self.finish_create_table_procedure_with_source(source, table, internal_tables)
+                        .await?
+                } else {
+                    self.finish_create_table_procedure(internal_tables, table)
+                        .await?
+                }
+            }
+            StreamingJob::Index(index, table) => {
+                creating_internal_table_ids.push(table.id);
+                self.finish_create_index_procedure(internal_tables, index, table)
+                    .await?
+            }
+            StreamingJob::Source(source) => {
+                self.finish_create_source_procedure(source, internal_tables)
+                    .await?
+            }
+        };
+
+        // 2. unmark creating tables.
+        self.unmark_creating_tables(&creating_internal_table_ids, false)
+            .await;
+
+        Ok(version)
+    }
+
     /// This is used for both `CREATE TABLE` and `CREATE MATERIALIZED VIEW`.
     pub async fn finish_create_table_procedure(
         &self,
diff --git a/src/meta/src/manager/cluster.rs b/src/meta/src/manager/cluster.rs
index 4dd4a257c5b45..876050c36ae6c 100644
--- a/src/meta/src/manager/cluster.rs
+++ b/src/meta/src/manager/cluster.rs
@@ -568,7 +568,7 @@ impl ClusterManagerCore {
     pub const MAX_WORKER_REUSABLE_ID_COUNT: usize = 1 << Self::MAX_WORKER_REUSABLE_ID_BITS;
 
     async fn new(env: MetaSrvEnv) -> MetaResult<Self> {
-        let meta_store = env.meta_store().as_kv();
+        let meta_store = env.meta_store_ref().as_kv();
         let mut workers = Worker::list(meta_store).await?;
 
         let used_transactional_ids: HashSet<_> = workers
diff --git a/src/meta/src/manager/env.rs b/src/meta/src/manager/env.rs
index af7218219afc4..e10d64a656328 100644
--- a/src/meta/src/manager/env.rs
+++ b/src/meta/src/manager/env.rs
@@ -20,6 +20,7 @@ use risingwave_common::config::{
 };
 use risingwave_common::session_config::SessionConfig;
 use risingwave_common::system_param::reader::SystemParamsReader;
+use risingwave_meta_model_migration::{MigrationStatus, Migrator, MigratorTrait};
 use risingwave_meta_model_v2::prelude::Cluster;
 use risingwave_pb::meta::SystemParams;
 use risingwave_rpc_client::{StreamClientPool, StreamClientPoolRef};
@@ -192,7 +193,7 @@ pub struct MetaOpts {
     /// The Dashboard service uses this in the following ways:
     /// 1. Query Prometheus for relevant metrics to find Stream Graph Bottleneck, and display it.
     /// 2. Provide cluster diagnostics, at `/api/monitor/diagnose` to troubleshoot cluster.
-    /// These are just examples which show how the Meta Dashboard Service queries Prometheus.
+    ///    These are just examples which show how the Meta Dashboard Service queries Prometheus.
     pub prometheus_endpoint: Option<String>,
 
     /// The additional selector used when querying Prometheus.
@@ -251,7 +252,7 @@ pub struct MetaOpts {
     /// When `hybrid_partition_vnode_count` > 0, in hybrid compaction group
     /// - Tables with high write throughput will be split at vnode granularity
     /// - Tables with high size tables will be split by table granularity
-    /// When `hybrid_partition_vnode_count` = 0,no longer be special alignment operations for the hybird compaction group
+    ///   When `hybrid_partition_vnode_count` = 0,no longer be special alignment operations for the hybird compaction group
     pub hybrid_partition_node_count: u32,
 
     pub event_log_enabled: bool,
@@ -283,6 +284,8 @@ pub struct MetaOpts {
 
     // The private key for the secret store, used when the secret is stored in the meta.
     pub secret_store_private_key: Vec<u8>,
+
+    pub table_info_statistic_history_times: usize,
 }
 
 impl MetaOpts {
@@ -344,19 +347,37 @@ impl MetaOpts {
             max_trivial_move_task_count_per_loop: 256,
             max_get_task_probe_times: 5,
             secret_store_private_key: "demo-secret-private-key".as_bytes().to_vec(),
+            table_info_statistic_history_times: 240,
         }
     }
 }
 
+/// This function `is_first_launch_for_sql_backend_cluster` is used to check whether the cluster, which uses SQL as the backend, is a new cluster.
+/// It determines this by inspecting the applied migrations. If the migration `m20230908_072257_init` has been applied,
+/// then it is considered an old cluster.
+///
+/// Note: this check should be performed before `Migrator::up()`.
+pub async fn is_first_launch_for_sql_backend_cluster(
+    sql_meta_store: &SqlMetaStore,
+) -> MetaResult<bool> {
+    let migrations = Migrator::get_applied_migrations(&sql_meta_store.conn).await?;
+    for migration in migrations {
+        if migration.name() == "m20230908_072257_init"
+            && migration.status() == MigrationStatus::Applied
+        {
+            return Ok(false);
+        }
+    }
+    Ok(true)
+}
+
 impl MetaSrvEnv {
     pub async fn new(
         opts: MetaOpts,
-        init_system_params: SystemParams,
+        mut init_system_params: SystemParams,
         init_session_config: SessionConfig,
         meta_store_impl: MetaStoreImpl,
     ) -> MetaResult<Self> {
-        let notification_manager =
-            Arc::new(NotificationManager::new(meta_store_impl.clone()).await);
         let idle_manager = Arc::new(IdleManager::new(opts.max_idle_ms));
         let stream_client_pool = Arc::new(StreamClientPool::default());
         let event_log_manager = Arc::new(start_event_log_manager(
@@ -366,6 +387,8 @@ impl MetaSrvEnv {
 
         let env = match &meta_store_impl {
             MetaStoreImpl::Kv(meta_store) => {
+                let notification_manager =
+                    Arc::new(NotificationManager::new(meta_store_impl.clone()).await);
                 let id_gen_manager = Arc::new(IdGeneratorManager::new(meta_store.clone()).await);
                 let (cluster_id, cluster_first_launch) =
                     if let Some(id) = ClusterId::from_meta_store(meta_store).await? {
@@ -373,6 +396,11 @@ impl MetaSrvEnv {
                     } else {
                         (ClusterId::new(), true)
                     };
+
+                // For new clusters, the name of the object store needs to be prefixed according to the object id.
+                // For old clusters, the prefix is ​​not divided for the sake of compatibility.
+
+                init_system_params.use_new_object_prefix_strategy = Some(cluster_first_launch);
                 let system_params_manager = Arc::new(
                     SystemParamsManager::new(
                         meta_store.clone(),
@@ -415,11 +443,24 @@ impl MetaSrvEnv {
                 }
             }
             MetaStoreImpl::Sql(sql_meta_store) => {
+                let is_sql_backend_cluster_first_launch =
+                    is_first_launch_for_sql_backend_cluster(sql_meta_store).await?;
+                // Try to upgrade if any new model changes are added.
+                Migrator::up(&sql_meta_store.conn, None)
+                    .await
+                    .expect("Failed to upgrade models in meta store");
+
+                let notification_manager =
+                    Arc::new(NotificationManager::new(meta_store_impl.clone()).await);
                 let cluster_id = Cluster::find()
                     .one(&sql_meta_store.conn)
                     .await?
                     .map(|c| c.cluster_id.to_string().into())
                     .unwrap();
+                init_system_params.use_new_object_prefix_strategy =
+                    Some(is_sql_backend_cluster_first_launch);
+                // For new clusters, the name of the object store needs to be prefixed according to the object id.
+                // For old clusters, the prefix is ​​not divided for the sake of compatibility.
                 let system_param_controller = Arc::new(
                     SystemParamsController::new(
                         sql_meta_store.clone(),
@@ -462,11 +503,11 @@ impl MetaSrvEnv {
         Ok(env)
     }
 
-    pub fn meta_store_ref(&self) -> MetaStoreImpl {
+    pub fn meta_store(&self) -> MetaStoreImpl {
         self.meta_store_impl.clone()
     }
 
-    pub fn meta_store(&self) -> &MetaStoreImpl {
+    pub fn meta_store_ref(&self) -> &MetaStoreImpl {
         &self.meta_store_impl
     }
 
diff --git a/src/meta/src/model/catalog.rs b/src/meta/src/model/catalog.rs
index c11be01d1a599..8d89080ae2462 100644
--- a/src/meta/src/model/catalog.rs
+++ b/src/meta/src/model/catalog.rs
@@ -96,7 +96,7 @@ mod tests {
     #[tokio::test]
     async fn test_database() -> MetadataModelResult<()> {
         let env = MetaSrvEnv::for_test().await;
-        let store = env.meta_store().as_kv();
+        let store = env.meta_store_ref().as_kv();
         let databases = Database::list(store).await?;
         assert!(databases.is_empty());
         assert!(Database::select(store, &0).await.unwrap().is_none());
diff --git a/src/meta/src/model/mod.rs b/src/meta/src/model/mod.rs
index e87251ee6d413..1ca22854c5def 100644
--- a/src/meta/src/model/mod.rs
+++ b/src/meta/src/model/mod.rs
@@ -23,14 +23,15 @@ mod user;
 use std::collections::btree_map::{Entry, VacantEntry};
 use std::collections::BTreeMap;
 use std::fmt::Debug;
+use std::io::{Read, Write};
 use std::ops::{Deref, DerefMut};
 
+use anyhow::Context as _;
 use async_trait::async_trait;
 pub use cluster::*;
 pub use error::*;
 pub use migration_plan::*;
 pub use notification::*;
-use prost::Message;
 pub use stream::*;
 
 use crate::storage::{MetaStore, MetaStoreError, Snapshot, Transaction};
@@ -57,13 +58,23 @@ mod private {
     pub trait MetadataModelMarker {}
 }
 
+/// Compress the value if it's larger then the threshold to avoid hitting the limit of etcd.
+///
+/// By default, the maximum size of any request to etcd is 1.5 MB. So we use a slightly
+/// smaller value here. However, note that this is still a best-effort approach, as the
+/// compressed size may still exceed the limit, in which case we should set the parameter
+/// `--max-request-bytes` of etcd to a larger value.
+const MODEL_COMPRESSION_THRESHOLD: usize = 1 << 20;
+
 /// `MetadataModel` defines basic model operations in CRUD.
+// TODO: better to move the methods that we don't want implementors to override to a separate
+// extension trait.
 #[async_trait]
 pub trait MetadataModel: std::fmt::Debug + Sized + private::MetadataModelMarker {
     /// Serialized prost message type.
-    type PbType: Message + Default;
+    type PbType: prost::Message + Default;
     /// Serialized key type.
-    type KeyType: Message;
+    type KeyType: prost::Message;
 
     /// Column family for this model.
     fn cf_name() -> String;
@@ -71,17 +82,59 @@ pub trait MetadataModel: std::fmt::Debug + Sized + private::MetadataModelMarker
     /// Serialize to protobuf.
     fn to_protobuf(&self) -> Self::PbType;
 
-    /// Serialize to protobuf encoded byte vector.
-    fn to_protobuf_encoded_vec(&self) -> Vec<u8> {
-        self.to_protobuf().encode_to_vec()
-    }
-
     /// Deserialize from protobuf.
     fn from_protobuf(prost: Self::PbType) -> Self;
 
     /// Current record key.
     fn key(&self) -> MetadataModelResult<Self::KeyType>;
 
+    /// Encode key to bytes. Should not be overridden.
+    fn encode_key(key: &Self::KeyType) -> Vec<u8> {
+        use prost::Message;
+        key.encode_to_vec()
+    }
+
+    /// Encode value to bytes. Should not be overridden.
+    fn encode_value(value: &Self::PbType) -> Vec<u8> {
+        use flate2::write::GzEncoder;
+        use flate2::Compression;
+        use prost::Message;
+
+        let pb_encoded = value.encode_to_vec();
+
+        // Compress the value if it's larger then the threshold to avoid hitting the limit of etcd.
+        if pb_encoded.len() > MODEL_COMPRESSION_THRESHOLD {
+            let mut encoder = GzEncoder::new(Vec::new(), Compression::default());
+            encoder.write_all(&pb_encoded).unwrap();
+            encoder.finish().unwrap()
+        } else {
+            pb_encoded
+        }
+    }
+
+    /// Decode value from bytes. Should not be overridden.
+    fn decode_value(value: &[u8]) -> MetadataModelResult<Self::PbType> {
+        use flate2::bufread::GzDecoder;
+        use prost::Message;
+
+        let mut decoder = GzDecoder::new(value);
+        let mut buf = Vec::new();
+
+        // If the value is compressed, decode it.
+        // This works because a protobuf-encoded message is never a valid gzip stream.
+        // https://stackoverflow.com/questions/63621784/can-a-protobuf-message-begin-with-a-gzip-magic-number
+        let value = if decoder.header().is_some() {
+            decoder
+                .read_to_end(&mut buf)
+                .context("failed to decode gzipped value")?;
+            buf.as_slice()
+        } else {
+            value
+        };
+
+        Self::PbType::decode(value).map_err(Into::into)
+    }
+
     /// `list` returns all records in this model.
     async fn list<S>(store: &S) -> MetadataModelResult<Vec<Self>>
     where
@@ -90,11 +143,7 @@ pub trait MetadataModel: std::fmt::Debug + Sized + private::MetadataModelMarker
         let bytes_vec = store.list_cf(&Self::cf_name()).await?;
         bytes_vec
             .iter()
-            .map(|(_k, v)| {
-                Self::PbType::decode(v.as_slice())
-                    .map(Self::from_protobuf)
-                    .map_err(Into::into)
-            })
+            .map(|(_k, v)| Self::decode_value(v.as_slice()).map(Self::from_protobuf))
             .collect()
     }
 
@@ -105,11 +154,7 @@ pub trait MetadataModel: std::fmt::Debug + Sized + private::MetadataModelMarker
         let bytes_vec = snapshot.list_cf(&Self::cf_name()).await?;
         bytes_vec
             .iter()
-            .map(|(_k, v)| {
-                Self::PbType::decode(v.as_slice())
-                    .map(Self::from_protobuf)
-                    .map_err(Into::into)
-            })
+            .map(|(_k, v)| Self::decode_value(v.as_slice()).map(Self::from_protobuf))
             .collect()
     }
 
@@ -121,8 +166,8 @@ pub trait MetadataModel: std::fmt::Debug + Sized + private::MetadataModelMarker
         store
             .put_cf(
                 &Self::cf_name(),
-                self.key()?.encode_to_vec(),
-                self.to_protobuf().encode_to_vec(),
+                Self::encode_key(&self.key()?),
+                Self::encode_value(&self.to_protobuf()),
             )
             .await
             .map_err(Into::into)
@@ -134,7 +179,7 @@ pub trait MetadataModel: std::fmt::Debug + Sized + private::MetadataModelMarker
         S: MetaStore,
     {
         store
-            .delete_cf(&Self::cf_name(), &key.encode_to_vec())
+            .delete_cf(&Self::cf_name(), &Self::encode_key(key))
             .await
             .map_err(Into::into)
     }
@@ -144,7 +189,7 @@ pub trait MetadataModel: std::fmt::Debug + Sized + private::MetadataModelMarker
     where
         S: MetaStore,
     {
-        let byte_vec = match store.get_cf(&Self::cf_name(), &key.encode_to_vec()).await {
+        let byte_vec = match store.get_cf(&Self::cf_name(), &Self::encode_key(key)).await {
             Ok(byte_vec) => byte_vec,
             Err(err) => {
                 if !matches!(err, MetaStoreError::ItemNotFound(_)) {
@@ -153,7 +198,7 @@ pub trait MetadataModel: std::fmt::Debug + Sized + private::MetadataModelMarker
                 return Ok(None);
             }
         };
-        let model = Self::from_protobuf(Self::PbType::decode(byte_vec.as_slice())?);
+        let model = Self::from_protobuf(Self::decode_value(byte_vec.as_slice())?);
         Ok(Some(model))
     }
 }
@@ -209,14 +254,14 @@ where
     async fn upsert_in_transaction(&self, trx: &mut Transaction) -> MetadataModelResult<()> {
         trx.put(
             Self::cf_name(),
-            self.key()?.encode_to_vec(),
-            self.to_protobuf_encoded_vec(),
+            Self::encode_key(&self.key()?),
+            Self::encode_value(&self.to_protobuf()),
         );
         Ok(())
     }
 
     async fn delete_in_transaction(&self, trx: &mut Transaction) -> MetadataModelResult<()> {
-        trx.delete(Self::cf_name(), self.key()?.encode_to_vec());
+        trx.delete(Self::cf_name(), Self::encode_key(&self.key()?));
         Ok(())
     }
 }
@@ -653,6 +698,8 @@ impl<'a, K: Ord, V: PartialEq + Transactional<TXN>, TXN> ValTransaction<TXN>
 
 #[cfg(test)]
 mod tests {
+    use itertools::Itertools;
+
     use super::*;
     use crate::storage::Operation;
 
@@ -681,6 +728,53 @@ mod tests {
         }
     }
 
+    #[tokio::test]
+    async fn test_compress_decompress() {
+        use prost::Message;
+        use risingwave_pb::catalog::Database;
+
+        use crate::storage::MemStore;
+
+        async fn do_test(len: usize) {
+            // Use `Database` as a test model.
+            type Model = Database;
+
+            let store = MemStore::new();
+            let model = Model {
+                name: "t".repeat(len),
+                ..Default::default()
+            };
+            {
+                let encoded_len = model.encoded_len();
+                // Showing that the encoded length is larger than the original length.
+                // So that a len greater than the threshold will hit the compression branch.
+                assert!(encoded_len >= len, "encoded_len: {encoded_len}, len: {len}");
+            }
+            model.insert(&store).await.unwrap();
+
+            // Test `list`
+            let decoded = Model::list(&store)
+                .await
+                .unwrap()
+                .into_iter()
+                .exactly_one()
+                .unwrap();
+            assert_eq!(model, decoded);
+
+            // Test `select`
+            let decoded = Model::select(&store, &model.key().unwrap())
+                .await
+                .unwrap()
+                .into_iter()
+                .exactly_one()
+                .unwrap();
+            assert_eq!(model, decoded);
+        }
+
+        do_test(1).await;
+        do_test(MODEL_COMPRESSION_THRESHOLD + 1).await;
+    }
+
     #[tokio::test]
     async fn test_simple_var_transaction_commit() {
         let mut kv = TestTransactional {
diff --git a/src/meta/src/model/stream.rs b/src/meta/src/model/stream.rs
index 4e49a602ed8a4..144a33ae7b24b 100644
--- a/src/meta/src/model/stream.rs
+++ b/src/meta/src/model/stream.rs
@@ -345,11 +345,6 @@ impl TableFragments {
             .collect()
     }
 
-    /// Returns barrier inject actor ids.
-    pub fn barrier_inject_actor_ids(&self) -> Vec<ActorId> {
-        Self::filter_actor_ids(self, Self::is_injectable)
-    }
-
     /// Check if the fragment type mask is injectable.
     pub fn is_injectable(fragment_type_mask: u32) -> bool {
         (fragment_type_mask
@@ -561,20 +556,6 @@ impl TableFragments {
         actors
     }
 
-    pub fn worker_barrier_inject_actor_states(
-        &self,
-    ) -> BTreeMap<WorkerId, Vec<(ActorId, ActorState)>> {
-        let mut map = BTreeMap::default();
-        let barrier_inject_actor_ids = self.barrier_inject_actor_ids();
-        for &actor_id in &barrier_inject_actor_ids {
-            let actor_status = &self.actor_status[&actor_id];
-            map.entry(actor_status.get_parallel_unit().unwrap().worker_node_id as WorkerId)
-                .or_insert_with(Vec::new)
-                .push((actor_id, actor_status.state()));
-        }
-        map
-    }
-
     /// Returns actor map: `actor_id` => `StreamActor`.
     pub fn actor_map(&self) -> HashMap<ActorId, StreamActor> {
         let mut actor_map = HashMap::default();
diff --git a/src/meta/src/rpc/ddl_controller.rs b/src/meta/src/rpc/ddl_controller.rs
index f83e1420eb9c5..cc5d7dd8971ad 100644
--- a/src/meta/src/rpc/ddl_controller.rs
+++ b/src/meta/src/rpc/ddl_controller.rs
@@ -1040,11 +1040,7 @@ impl DdlController {
                 actor.nodes.as_ref().unwrap().node_body
                 && let Some(ref cdc_table_desc) = stream_cdc_scan.cdc_table_desc
             {
-                let properties: HashMap<String, String> = cdc_table_desc
-                    .connect_properties
-                    .iter()
-                    .map(|(k, v)| (k.clone(), v.clone()))
-                    .collect();
+                let properties = cdc_table_desc.connect_properties.clone();
                 let mut props = ConnectorProperties::extract(properties, true)?;
                 props.init_from_pb_cdc_table_desc(cdc_table_desc);
 
@@ -1321,8 +1317,9 @@ impl DdlController {
         };
 
         tracing::debug!(id = job_id, "finishing stream job");
-        let version = self
-            .finish_stream_job(mgr, stream_job, internal_tables)
+        let version = mgr
+            .catalog_manager
+            .finish_stream_job(stream_job, internal_tables)
             .await?;
         tracing::debug!(id = job_id, "finished stream job");
 
@@ -1761,84 +1758,6 @@ impl DdlController {
         Ok(())
     }
 
-    /// `finish_stream_job` finishes a stream job and clean some states.
-    async fn finish_stream_job(
-        &self,
-        mgr: &MetadataManagerV1,
-        mut stream_job: StreamingJob,
-        internal_tables: Vec<Table>,
-    ) -> MetaResult<u64> {
-        // 1. finish procedure.
-        let mut creating_internal_table_ids = internal_tables.iter().map(|t| t.id).collect_vec();
-
-        // Update the corresponding 'created_at' field.
-        stream_job.mark_created();
-
-        let version = match stream_job {
-            StreamingJob::MaterializedView(table) => {
-                creating_internal_table_ids.push(table.id);
-                mgr.catalog_manager
-                    .finish_create_table_procedure(internal_tables, table)
-                    .await?
-            }
-            StreamingJob::Sink(sink, target_table) => {
-                let sink_id = sink.id;
-
-                let mut version = mgr
-                    .catalog_manager
-                    .finish_create_sink_procedure(internal_tables, sink)
-                    .await?;
-
-                if let Some((table, source)) = target_table {
-                    let streaming_job =
-                        StreamingJob::Table(source, table, TableJobType::Unspecified);
-
-                    version = self
-                        .finish_replace_table(
-                            mgr.catalog_manager.clone(),
-                            &streaming_job,
-                            None,
-                            Some(sink_id),
-                            None,
-                        )
-                        .await?;
-                }
-
-                version
-            }
-            StreamingJob::Table(source, table, ..) => {
-                creating_internal_table_ids.push(table.id);
-                if let Some(source) = source {
-                    mgr.catalog_manager
-                        .finish_create_table_procedure_with_source(source, table, internal_tables)
-                        .await?
-                } else {
-                    mgr.catalog_manager
-                        .finish_create_table_procedure(internal_tables, table)
-                        .await?
-                }
-            }
-            StreamingJob::Index(index, table) => {
-                creating_internal_table_ids.push(table.id);
-                mgr.catalog_manager
-                    .finish_create_index_procedure(internal_tables, index, table)
-                    .await?
-            }
-            StreamingJob::Source(source) => {
-                mgr.catalog_manager
-                    .finish_create_source_procedure(source, internal_tables)
-                    .await?
-            }
-        };
-
-        // 2. unmark creating tables.
-        mgr.catalog_manager
-            .unmark_creating_tables(&creating_internal_table_ids, false)
-            .await;
-
-        Ok(version)
-    }
-
     async fn drop_table_inner(
         &self,
         source_id: Option<SourceId>,
diff --git a/src/meta/src/rpc/ddl_controller_v2.rs b/src/meta/src/rpc/ddl_controller_v2.rs
index 13ecfca13c782..0dabc9b19022d 100644
--- a/src/meta/src/rpc/ddl_controller_v2.rs
+++ b/src/meta/src/rpc/ddl_controller_v2.rs
@@ -104,7 +104,7 @@ impl DdlController {
                 self.env.event_log_manager_ref().add_event_logs(vec![
                     risingwave_pb::meta::event_log::Event::CreateStreamJobFail(event),
                 ]);
-                let (aborted, _) = mgr
+                let aborted = mgr
                     .catalog_controller
                     .try_abort_creating_streaming_job(job_id as _, false)
                     .await?;
@@ -384,6 +384,7 @@ impl DdlController {
             connections,
             source_fragments,
             removed_actors,
+            removed_fragments,
         } = release_ctx;
 
         // delete vpc endpoints.
@@ -423,6 +424,7 @@ impl DdlController {
                 removed_actors.into_iter().map(|id| id as _).collect(),
                 streaming_job_ids,
                 state_table_ids,
+                removed_fragments.iter().map(|id| *id as _).collect(),
             )
             .await;
 
diff --git a/src/meta/src/storage/transaction.rs b/src/meta/src/storage/transaction.rs
index 9a9df92b5f833..daac28f276049 100644
--- a/src/meta/src/storage/transaction.rs
+++ b/src/meta/src/storage/transaction.rs
@@ -17,9 +17,9 @@ use crate::storage::{ColumnFamily, Key, Value};
 /// A `Transaction` executes several writes(aka. operations) to meta store atomically with optional
 /// preconditions checked. It executes as follow:
 /// 1. If all `preconditions` are valid, all `operations` are executed; Otherwise no operation
-/// is executed.
+///    is executed.
 /// 2. Upon `commit` the transaction, the `TransactionAbort` error will be returned if
-/// any precondition was not met in previous step.
+///    any precondition was not met in previous step.
 #[derive(Default)]
 pub struct Transaction {
     preconditions: Vec<Precondition>,
diff --git a/src/meta/src/stream/scale.rs b/src/meta/src/stream/scale.rs
index d3bd0683674fd..0b7a711b38643 100644
--- a/src/meta/src/stream/scale.rs
+++ b/src/meta/src/stream/scale.rs
@@ -237,19 +237,19 @@ impl RescheduleContext {
 /// The specific process is as follows
 ///
 /// 1. Calculate the number of target actors, and calculate the average value and the remainder, and
-/// use the average value as expected.
+///    use the average value as expected.
 ///
 /// 2. Filter out the actor to be removed and the actor to be retained, and sort them from largest
-/// to smallest (according to the number of virtual nodes held).
+///    to smallest (according to the number of virtual nodes held).
 ///
 /// 3. Calculate their balance, 1) For the actors to be removed, the number of virtual nodes per
-/// actor is the balance. 2) For retained actors, the number of virtual nodes - expected is the
-/// balance. 3) For newly created actors, -expected is the balance (always negative).
+///    actor is the balance. 2) For retained actors, the number of virtual nodes - expected is the
+///    balance. 3) For newly created actors, -expected is the balance (always negative).
 ///
 /// 4. Allocate the remainder, high priority to newly created nodes.
 ///
 /// 5. After that, merge removed, retained and created into a queue, with the head of the queue
-/// being the source, and move the virtual nodes to the destination at the end of the queue.
+///    being the source, and move the virtual nodes to the destination at the end of the queue.
 ///
 /// This can handle scale in, scale out, migration, and simultaneous scaling with as much affinity
 /// as possible.
diff --git a/src/meta/src/stream/stream_graph/actor.rs b/src/meta/src/stream/stream_graph/actor.rs
index 80004aa48eaa7..7b02920ac3c4d 100644
--- a/src/meta/src/stream/stream_graph/actor.rs
+++ b/src/meta/src/stream/stream_graph/actor.rs
@@ -121,7 +121,7 @@ impl ActorBuilder {
     ///
     /// During this process, the following things will be done:
     /// 1. Replace the logical `Exchange` in node's input with `Merge`, which can be executed on the
-    /// compute nodes.
+    ///    compute nodes.
     /// 2. Fill the upstream mview info of the `Merge` node under the other "leaf" nodes.
     fn rewrite(&self) -> MetaResult<StreamNode> {
         self.rewrite_inner(&self.nodes, 0)
diff --git a/src/meta/src/stream/stream_manager.rs b/src/meta/src/stream/stream_manager.rs
index f55caa3ea67b0..d6a257575fbd2 100644
--- a/src/meta/src/stream/stream_manager.rs
+++ b/src/meta/src/stream/stream_manager.rs
@@ -30,7 +30,7 @@ use tracing::Instrument;
 use super::{Locations, RescheduleOptions, ScaleControllerRef, TableResizePolicy};
 use crate::barrier::{BarrierScheduler, Command, ReplaceTablePlan, StreamRpcManager};
 use crate::manager::{DdlType, MetaSrvEnv, MetadataManager, StreamingJob};
-use crate::model::{ActorId, MetadataModel, TableFragments, TableParallelism};
+use crate::model::{ActorId, FragmentId, MetadataModel, TableFragments, TableParallelism};
 use crate::stream::{to_build_actor_info, SourceManagerRef};
 use crate::{MetaError, MetaResult};
 
@@ -219,9 +219,9 @@ impl GlobalStreamManager {
     /// Create streaming job, it works as follows:
     ///
     /// 1. Broadcast the actor info based on the scheduling result in the context, build the hanging
-    /// channels in upstream worker nodes.
+    ///    channels in upstream worker nodes.
     /// 2. (optional) Get the split information of the `StreamSource` via source manager and patch
-    /// actors.
+    ///    actors.
     /// 3. Notify related worker nodes to update and build the actors.
     /// 4. Store related meta data.
     pub async fn create_streaming_job(
@@ -550,6 +550,7 @@ impl GlobalStreamManager {
         removed_actors: Vec<ActorId>,
         streaming_job_ids: Vec<ObjectId>,
         state_table_ids: Vec<risingwave_meta_model_v2::TableId>,
+        fragment_ids: HashSet<FragmentId>,
     ) {
         if !removed_actors.is_empty()
             || !streaming_job_ids.is_empty()
@@ -559,14 +560,11 @@ impl GlobalStreamManager {
                 .barrier_scheduler
                 .run_command(Command::DropStreamingJobs {
                     actors: removed_actors,
-                    unregistered_table_fragment_ids: streaming_job_ids
-                        .into_iter()
-                        .map(|job_id| TableId::new(job_id as _))
-                        .collect(),
                     unregistered_state_table_ids: state_table_ids
                         .into_iter()
                         .map(|table_id| TableId::new(table_id as _))
                         .collect(),
+                    unregistered_fragment_ids: fragment_ids,
                 })
                 .await
                 .inspect_err(|err| {
@@ -601,11 +599,14 @@ impl GlobalStreamManager {
             .barrier_scheduler
             .run_command(Command::DropStreamingJobs {
                 actors: dropped_actors,
-                unregistered_table_fragment_ids: table_ids.into_iter().collect(),
                 unregistered_state_table_ids: unregister_table_ids
                     .into_iter()
                     .map(TableId::new)
                     .collect(),
+                unregistered_fragment_ids: table_fragments_vec
+                    .iter()
+                    .flat_map(|fragments| fragments.fragments.keys().cloned())
+                    .collect(),
             })
             .await
             .inspect_err(|err| {
@@ -815,7 +816,6 @@ mod tests {
         CatalogManager, CatalogManagerRef, ClusterManager, FragmentManager, FragmentManagerRef,
         RelationIdEnum, StreamingClusterInfo,
     };
-    use crate::model::FragmentId;
     use crate::rpc::ddl_controller::DropMode;
     use crate::rpc::metrics::MetaMetrics;
     use crate::stream::{ScaleController, SourceManager};
diff --git a/src/meta/src/stream/test_fragmenter.rs b/src/meta/src/stream/test_fragmenter.rs
index f2d9a43241729..510011e69eb88 100644
--- a/src/meta/src/stream/test_fragmenter.rs
+++ b/src/meta/src/stream/test_fragmenter.rs
@@ -474,7 +474,13 @@ async fn test_graph_builder() -> MetaResult<()> {
 
     let table_fragments = TableFragments::for_test(TableId::default(), graph);
     let actors = table_fragments.actors();
-    let barrier_inject_actor_ids = table_fragments.barrier_inject_actor_ids();
+    let barrier_inject_actor_ids = table_fragments
+        .fragments
+        .values()
+        .filter(|fragment| TableFragments::is_injectable(fragment.fragment_type_mask))
+        .flat_map(|fragment| fragment.actors.iter().map(|actor| actor.actor_id))
+        .sorted()
+        .collect_vec();
     let mview_actor_ids = table_fragments.mview_actor_ids();
 
     assert_eq!(actors.len(), 9);
diff --git a/src/object_store/Cargo.toml b/src/object_store/Cargo.toml
index fa3f50964dcfa..4fee5f953df5c 100644
--- a/src/object_store/Cargo.toml
+++ b/src/object_store/Cargo.toml
@@ -8,6 +8,9 @@ license = { workspace = true }
 repository = { workspace = true }
 # See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html
 
+[lints]
+workspace = true
+
 [dependencies]
 async-trait = "0.1"
 await-tree = { workspace = true }
@@ -28,9 +31,21 @@ hyper-rustls = { version = "0.24.2", features = ["webpki-roots"] }
 hyper-tls = "0.5.0"
 itertools = { workspace = true }
 madsim = "0.2.27"
-opendal = "0.45.1"
+opendal = { version = "0.47", features = [
+    "executors-tokio",
+    "services-azblob",
+    "services-fs",
+    "services-gcs",
+    "services-memory",
+    "services-obs",
+    "services-oss",
+    "services-s3",
+    "services-webhdfs",
+    "services-azfile",
+    # "service-hdfs",
+] }
 prometheus = { version = "0.13", features = ["process"] }
-reqwest = "0.11"                                                              # required by opendal
+reqwest = "0.12.2" # required by opendal
 risingwave_common = { workspace = true }
 rustls = "0.23.5"
 spin = "0.9"
diff --git a/src/object_store/src/object/mem.rs b/src/object_store/src/object/mem.rs
index 6bc78ae8b198d..270cac3719d61 100644
--- a/src/object_store/src/object/mem.rs
+++ b/src/object_store/src/object/mem.rs
@@ -101,7 +101,7 @@ pub struct InMemObjectStore {
 impl ObjectStore for InMemObjectStore {
     type StreamingUploader = InMemStreamingUploader;
 
-    fn get_object_prefix(&self, _obj_id: u64) -> String {
+    fn get_object_prefix(&self, _obj_id: u64, _use_new_object_prefix_strategy: bool) -> String {
         String::default()
     }
 
diff --git a/src/object_store/src/object/mod.rs b/src/object_store/src/object/mod.rs
index 9ecd641692ae2..c701a438253ae 100644
--- a/src/object_store/src/object/mod.rs
+++ b/src/object_store/src/object/mod.rs
@@ -73,8 +73,8 @@ pub trait StreamingUploader: Send {
 #[async_trait::async_trait]
 pub trait ObjectStore: Send + Sync {
     type StreamingUploader: StreamingUploader;
-    /// Get the key prefix for object
-    fn get_object_prefix(&self, obj_id: u64) -> String;
+    /// Get the key prefix for object, the prefix is determined by the type of object store and `devise_object_prefix`.
+    fn get_object_prefix(&self, obj_id: u64, use_new_object_prefix_strategy: bool) -> String;
 
     /// Uploads the object to `ObjectStore`.
     async fn upload(&self, path: &str, obj: Bytes) -> ObjectResult<()>;
@@ -325,8 +325,10 @@ impl ObjectStoreImpl {
         object_store_impl_method_body!(self, list(prefix).await)
     }
 
-    pub fn get_object_prefix(&self, obj_id: u64) -> String {
-        dispatch_object_store_enum!(self, |store| store.inner.get_object_prefix(obj_id))
+    pub fn get_object_prefix(&self, obj_id: u64, use_new_object_prefix_strategy: bool) -> String {
+        dispatch_object_store_enum!(self, |store| store
+            .inner
+            .get_object_prefix(obj_id, use_new_object_prefix_strategy))
     }
 
     pub fn support_streaming_upload(&self) -> bool {
@@ -364,53 +366,36 @@ pub struct MonitoredStreamingUploader<U: StreamingUploader> {
     object_store_metrics: Arc<ObjectStoreMetrics>,
     /// Length of data uploaded with this uploader.
     operation_size: usize,
-    media_type: &'static str,
 }
 
 impl<U: StreamingUploader> MonitoredStreamingUploader<U> {
-    pub fn new(
-        media_type: &'static str,
-        handle: U,
-        object_store_metrics: Arc<ObjectStoreMetrics>,
-    ) -> Self {
+    pub fn new(handle: U, object_store_metrics: Arc<ObjectStoreMetrics>) -> Self {
         Self {
             inner: handle,
             object_store_metrics,
             operation_size: 0,
-            media_type,
         }
     }
 }
 
 /// NOTICE: after #16231, streaming uploader implemented via aws-sdk-s3 will maintain metrics internally in s3.rs
-/// so MonitoredStreamingUploader will only be used when the inner object store is opendal.
+/// so `MonitoredStreamingUploader` will only be used when the inner object store is opendal.
 impl<U: StreamingUploader> MonitoredStreamingUploader<U> {
     async fn write_bytes(&mut self, data: Bytes) -> ObjectResult<()> {
         let operation_type = OperationType::StreamingUpload;
         let operation_type_str = operation_type.as_str();
         let data_len = data.len();
 
-        let res = if self.media_type == "s3" {
+        let res =
             // TODO: we should avoid this special case after fully migrating to opeandal for s3.
             self.inner
                 .write_bytes(data)
                 .verbose_instrument_await(operation_type_str)
-                .await
-        } else {
-            let _timer = self
-                .object_store_metrics
-                .operation_latency
-                .with_label_values(&[self.media_type, operation_type_str])
-                .start_timer();
-
-            self.inner
-                .write_bytes(data)
-                .verbose_instrument_await(operation_type_str)
-                .await
-        };
+                .await;
 
         try_update_failure_metric(&self.object_store_metrics, &res, operation_type_str);
 
+        // duration metrics is collected and reported inside the specific implementation of the streaming uploader.
         self.object_store_metrics
             .write_bytes
             .inc_by(data_len as u64);
@@ -427,26 +412,16 @@ impl<U: StreamingUploader> MonitoredStreamingUploader<U> {
         let operation_type = OperationType::StreamingUploadFinish;
         let operation_type_str = operation_type.as_str();
 
-        let res = if self.media_type == "s3" {
+        let res =
             // TODO: we should avoid this special case after fully migrating to opeandal for s3.
             self.inner
                 .finish()
                 .verbose_instrument_await(operation_type_str)
-                .await
-        } else {
-            let _timer = self
-                .object_store_metrics
-                .operation_latency
-                .with_label_values(&[self.media_type, operation_type_str])
-                .start_timer();
-
-            self.inner
-                .finish()
-                .verbose_instrument_await(operation_type_str)
-                .await
-        };
+                .await;
 
         try_update_failure_metric(&self.object_store_metrics, &res, operation_type_str);
+
+        // duration metrics is collected and reported inside the specific implementation of the streaming uploader.
         self.object_store_metrics
             .operation_size
             .with_label_values(&[operation_type_str])
@@ -639,7 +614,6 @@ impl<OS: ObjectStore> MonitoredObjectStore<OS> {
         try_update_failure_metric(&self.object_store_metrics, &res, operation_type_str);
 
         Ok(MonitoredStreamingUploader::new(
-            media_type,
             res?,
             self.object_store_metrics.clone(),
         ))
@@ -866,9 +840,13 @@ pub async fn build_remote_object_store(
                 let bucket = s3.strip_prefix("s3://").unwrap();
                 tracing::info!("Using OpenDAL to access s3, bucket is {}", bucket);
                 ObjectStoreImpl::Opendal(
-                    OpendalObjectStore::new_s3_engine(bucket.to_string(), config.clone())
-                        .unwrap()
-                        .monitored(metrics, config),
+                    OpendalObjectStore::new_s3_engine(
+                        bucket.to_string(),
+                        config.clone(),
+                        metrics.clone(),
+                    )
+                    .unwrap()
+                    .monitored(metrics, config),
                 )
             } else {
                 ObjectStoreImpl::S3(
@@ -891,6 +869,7 @@ pub async fn build_remote_object_store(
                     namenode.to_string(),
                     root.to_string(),
                     config.clone(),
+                    metrics.clone(),
                 )
                 .unwrap()
                 .monitored(metrics, config),
@@ -904,6 +883,7 @@ pub async fn build_remote_object_store(
                     bucket.to_string(),
                     root.to_string(),
                     config.clone(),
+                    metrics.clone(),
                 )
                 .unwrap()
                 .monitored(metrics, config),
@@ -917,6 +897,7 @@ pub async fn build_remote_object_store(
                     bucket.to_string(),
                     root.to_string(),
                     config.clone(),
+                    metrics.clone(),
                 )
                 .unwrap()
                 .monitored(metrics, config),
@@ -931,6 +912,7 @@ pub async fn build_remote_object_store(
                     bucket.to_string(),
                     root.to_string(),
                     config.clone(),
+                    metrics.clone(),
                 )
                 .unwrap()
                 .monitored(metrics, config),
@@ -944,6 +926,7 @@ pub async fn build_remote_object_store(
                     namenode.to_string(),
                     root.to_string(),
                     config.clone(),
+                    metrics.clone(),
                 )
                 .unwrap()
                 .monitored(metrics, config),
@@ -957,6 +940,7 @@ pub async fn build_remote_object_store(
                     container_name.to_string(),
                     root.to_string(),
                     config.clone(),
+                    metrics.clone(),
                 )
                 .unwrap()
                 .monitored(metrics, config),
@@ -965,7 +949,7 @@ pub async fn build_remote_object_store(
         fs if fs.starts_with("fs://") => {
             let fs = fs.strip_prefix("fs://").unwrap();
             ObjectStoreImpl::Opendal(
-                OpendalObjectStore::new_fs_engine(fs.to_string(), config.clone())
+                OpendalObjectStore::new_fs_engine(fs.to_string(), config.clone(), metrics.clone())
                     .unwrap()
                     .monitored(metrics, config),
             )
@@ -981,7 +965,7 @@ pub async fn build_remote_object_store(
             if config.s3.developer.use_opendal {
                 tracing::info!("Using OpenDAL to access minio.");
                 ObjectStoreImpl::Opendal(
-                    OpendalObjectStore::new_minio_engine(minio, config.clone())
+                    OpendalObjectStore::new_minio_engine(minio, config.clone(), metrics.clone())
                         .unwrap()
                         .monitored(metrics, config),
                 )
diff --git a/src/object_store/src/object/opendal_engine/azblob.rs b/src/object_store/src/object/opendal_engine/azblob.rs
index 590859eaaa706..e584e59aafe8b 100644
--- a/src/object_store/src/object/opendal_engine/azblob.rs
+++ b/src/object_store/src/object/opendal_engine/azblob.rs
@@ -20,6 +20,7 @@ use opendal::Operator;
 use risingwave_common::config::ObjectStoreConfig;
 
 use super::{EngineType, OpendalObjectStore};
+use crate::object::object_metrics::ObjectStoreMetrics;
 use crate::object::ObjectResult;
 
 const AZBLOB_ENDPOINT: &str = "AZBLOB_ENDPOINT";
@@ -29,6 +30,7 @@ impl OpendalObjectStore {
         container_name: String,
         root: String,
         config: Arc<ObjectStoreConfig>,
+        metrics: Arc<ObjectStoreMetrics>,
     ) -> ObjectResult<Self> {
         // Create azblob backend builder.
         let mut builder = Azblob::default();
@@ -47,6 +49,7 @@ impl OpendalObjectStore {
             op,
             engine_type: EngineType::Azblob,
             config,
+            metrics,
         })
     }
 }
diff --git a/src/object_store/src/object/opendal_engine/fs.rs b/src/object_store/src/object/opendal_engine/fs.rs
index 4f2715d6ccfb8..2edaaa44d6bbe 100644
--- a/src/object_store/src/object/opendal_engine/fs.rs
+++ b/src/object_store/src/object/opendal_engine/fs.rs
@@ -20,16 +20,21 @@ use opendal::Operator;
 use risingwave_common::config::ObjectStoreConfig;
 
 use super::{EngineType, OpendalObjectStore};
+use crate::object::object_metrics::ObjectStoreMetrics;
 use crate::object::opendal_engine::ATOMIC_WRITE_DIR;
 use crate::object::ObjectResult;
 
 impl OpendalObjectStore {
     /// create opendal fs engine.
-    pub fn new_fs_engine(root: String, config: Arc<ObjectStoreConfig>) -> ObjectResult<Self> {
+    pub fn new_fs_engine(
+        root: String,
+        config: Arc<ObjectStoreConfig>,
+        metrics: Arc<ObjectStoreMetrics>,
+    ) -> ObjectResult<Self> {
         // Create fs backend builder.
         let mut builder = Fs::default();
         builder.root(&root);
-        if config.object_store_set_atomic_write_dir {
+        if config.set_atomic_write_dir {
             let atomic_write_dir = format!("{}/{}", root, ATOMIC_WRITE_DIR);
             builder.atomic_write_dir(&atomic_write_dir);
         }
@@ -41,6 +46,7 @@ impl OpendalObjectStore {
             op,
             engine_type: EngineType::Fs,
             config,
+            metrics,
         })
     }
 }
diff --git a/src/object_store/src/object/opendal_engine/gcs.rs b/src/object_store/src/object/opendal_engine/gcs.rs
index c55de2377202e..a3876b30ef564 100644
--- a/src/object_store/src/object/opendal_engine/gcs.rs
+++ b/src/object_store/src/object/opendal_engine/gcs.rs
@@ -20,6 +20,7 @@ use opendal::Operator;
 use risingwave_common::config::ObjectStoreConfig;
 
 use super::{EngineType, OpendalObjectStore};
+use crate::object::object_metrics::ObjectStoreMetrics;
 use crate::object::ObjectResult;
 
 impl OpendalObjectStore {
@@ -28,6 +29,7 @@ impl OpendalObjectStore {
         bucket: String,
         root: String,
         config: Arc<ObjectStoreConfig>,
+        metrics: Arc<ObjectStoreMetrics>,
     ) -> ObjectResult<Self> {
         // Create gcs backend builder.
         let mut builder = Gcs::default();
@@ -49,6 +51,7 @@ impl OpendalObjectStore {
             op,
             engine_type: EngineType::Gcs,
             config,
+            metrics,
         })
     }
 }
diff --git a/src/object_store/src/object/opendal_engine/hdfs.rs b/src/object_store/src/object/opendal_engine/hdfs.rs
index 8c1e16eda1f57..28c4cf33b51b0 100644
--- a/src/object_store/src/object/opendal_engine/hdfs.rs
+++ b/src/object_store/src/object/opendal_engine/hdfs.rs
@@ -18,6 +18,7 @@ use opendal::Operator;
 use risingwave_common::config::ObjectStoreConfig;
 
 use super::{EngineType, OpendalObjectStore};
+use crate::object::object_metrics::ObjectStoreMetrics;
 use crate::object::opendal_engine::ATOMIC_WRITE_DIR;
 use crate::object::ObjectResult;
 
@@ -26,7 +27,8 @@ impl OpendalObjectStore {
     pub fn new_hdfs_engine(
         namenode: String,
         root: String,
-        config: ObjectStoreConfig,
+        config: Arc<ObjectStoreConfig>,
+        metrics: Arc<ObjectStoreMetrics>,
     ) -> ObjectResult<Self> {
         // Create hdfs backend builder.
         let mut builder = Hdfs::default();
@@ -43,6 +45,8 @@ impl OpendalObjectStore {
         Ok(Self {
             op,
             engine_type: EngineType::Hdfs,
+            config,
+            metrics,
         })
     }
 }
diff --git a/src/object_store/src/object/opendal_engine/obs.rs b/src/object_store/src/object/opendal_engine/obs.rs
index 77178ca9ae7bc..03919ec57d37c 100644
--- a/src/object_store/src/object/opendal_engine/obs.rs
+++ b/src/object_store/src/object/opendal_engine/obs.rs
@@ -20,6 +20,7 @@ use opendal::Operator;
 use risingwave_common::config::ObjectStoreConfig;
 
 use super::{EngineType, OpendalObjectStore};
+use crate::object::object_metrics::ObjectStoreMetrics;
 use crate::object::ObjectResult;
 
 impl OpendalObjectStore {
@@ -28,6 +29,7 @@ impl OpendalObjectStore {
         bucket: String,
         root: String,
         config: Arc<ObjectStoreConfig>,
+        metrics: Arc<ObjectStoreMetrics>,
     ) -> ObjectResult<Self> {
         // Create obs backend builder.
         let mut builder = Obs::default();
@@ -55,6 +57,7 @@ impl OpendalObjectStore {
             op,
             engine_type: EngineType::Obs,
             config,
+            metrics,
         })
     }
 }
diff --git a/src/object_store/src/object/opendal_engine/opendal_object_store.rs b/src/object_store/src/object/opendal_engine/opendal_object_store.rs
index 47ca4f362702a..6ea0cbb6fe8f0 100644
--- a/src/object_store/src/object/opendal_engine/opendal_object_store.rs
+++ b/src/object_store/src/object/opendal_engine/opendal_object_store.rs
@@ -18,17 +18,19 @@ use std::time::Duration;
 
 use bytes::Bytes;
 use fail::fail_point;
-use futures::{stream, StreamExt, TryStreamExt};
+use futures::{stream, StreamExt};
 use opendal::layers::{RetryLayer, TimeoutLayer};
+use opendal::raw::BoxedStaticFuture;
 use opendal::services::Memory;
-use opendal::{Metakey, Operator, Writer};
+use opendal::{Execute, Executor, Metakey, Operator, Writer};
 use risingwave_common::config::ObjectStoreConfig;
 use risingwave_common::range::RangeBoundsExt;
 use thiserror_ext::AsReport;
 
+use crate::object::object_metrics::ObjectStoreMetrics;
 use crate::object::{
     prefix, ObjectDataStream, ObjectError, ObjectMetadata, ObjectMetadataIter, ObjectRangeBounds,
-    ObjectResult, ObjectStore, StreamingUploader,
+    ObjectResult, ObjectStore, OperationType, StreamingUploader,
 };
 
 /// Opendal object storage.
@@ -38,6 +40,7 @@ pub struct OpendalObjectStore {
     pub(crate) engine_type: EngineType,
 
     pub(crate) config: Arc<ObjectStoreConfig>,
+    pub(crate) metrics: Arc<ObjectStoreMetrics>,
 }
 
 #[derive(Clone)]
@@ -64,6 +67,7 @@ impl OpendalObjectStore {
             op,
             engine_type: EngineType::Memory,
             config: Arc::new(ObjectStoreConfig::default()),
+            metrics: Arc::new(ObjectStoreMetrics::unused()),
         })
     }
 }
@@ -72,18 +76,20 @@ impl OpendalObjectStore {
 impl ObjectStore for OpendalObjectStore {
     type StreamingUploader = OpendalStreamingUploader;
 
-    fn get_object_prefix(&self, obj_id: u64) -> String {
+    fn get_object_prefix(&self, obj_id: u64, use_new_object_prefix_strategy: bool) -> String {
         match self.engine_type {
             EngineType::S3 => prefix::s3::get_object_prefix(obj_id),
             EngineType::Minio => prefix::s3::get_object_prefix(obj_id),
             EngineType::Memory => String::default(),
-            EngineType::Hdfs => String::default(),
-            EngineType::Gcs => String::default(),
-            EngineType::Obs => String::default(),
-            EngineType::Oss => String::default(),
-            EngineType::Webhdfs => String::default(),
-            EngineType::Azblob => String::default(),
-            EngineType::Fs => String::default(),
+            EngineType::Hdfs
+            | EngineType::Gcs
+            | EngineType::Obs
+            | EngineType::Oss
+            | EngineType::Webhdfs
+            | EngineType::Azblob
+            | EngineType::Fs => {
+                prefix::opendal_engine::get_object_prefix(obj_id, use_new_object_prefix_strategy)
+            }
         }
     }
 
@@ -97,10 +103,14 @@ impl ObjectStore for OpendalObjectStore {
     }
 
     async fn streaming_upload(&self, path: &str) -> ObjectResult<Self::StreamingUploader> {
-        Ok(
-            OpendalStreamingUploader::new(self.op.clone(), path.to_string(), self.config.clone())
-                .await?,
+        Ok(OpendalStreamingUploader::new(
+            self.op.clone(),
+            path.to_string(),
+            self.config.clone(),
+            self.metrics.clone(),
+            self.store_media_type(),
         )
+        .await?)
     }
 
     async fn read(&self, path: &str, range: impl ObjectRangeBounds) -> ObjectResult<Bytes> {
@@ -125,7 +135,7 @@ impl ObjectStore for OpendalObjectStore {
             )));
         }
 
-        Ok(Bytes::from(data))
+        Ok(data.to_bytes())
     }
 
     /// Returns a stream reading the object specified in `path`. If given, the stream starts at the
@@ -140,9 +150,17 @@ impl ObjectStore for OpendalObjectStore {
             ObjectError::internal("opendal streaming read error")
         ));
         let range: Range<u64> = (range.start as u64)..(range.end as u64);
+
+        // The layer specified first will be executed first.
+        // `TimeoutLayer` must be specified before `RetryLayer`.
+        // Otherwise, it will lead to bad state inside OpenDAL and panic.
+        // See https://docs.rs/opendal/latest/opendal/layers/struct.RetryLayer.html#panics
         let reader = self
             .op
             .clone()
+            .layer(TimeoutLayer::new().with_io_timeout(Duration::from_millis(
+                self.config.retry.streaming_read_attempt_timeout_ms,
+            )))
             .layer(
                 RetryLayer::new()
                     .with_min_delay(Duration::from_millis(
@@ -155,16 +173,13 @@ impl ObjectStore for OpendalObjectStore {
                     .with_factor(self.config.retry.req_backoff_factor as f32)
                     .with_jitter(),
             )
-            .layer(TimeoutLayer::new().with_io_timeout(Duration::from_millis(
-                self.config.retry.streaming_read_attempt_timeout_ms,
-            )))
             .reader_with(path)
-            .range(range)
             .await?;
-        let stream = reader.into_stream().map(|item| {
-            item.map_err(|e| {
-                ObjectError::internal(format!("reader into_stream fail {}", e.as_report()))
-            })
+        let stream = reader.into_bytes_stream(range).await?.map(|item| {
+            item.map(|b| Bytes::copy_from_slice(b.as_ref()))
+                .map_err(|e| {
+                    ObjectError::internal(format!("reader into_stream fail {}", e.as_report()))
+                })
         });
 
         Ok(Box::pin(stream))
@@ -252,19 +267,75 @@ impl ObjectStore for OpendalObjectStore {
     }
 }
 
+struct OpendalStreamingUploaderExecute {
+    /// To record metrics for uploading part.
+    metrics: Arc<ObjectStoreMetrics>,
+    media_type: &'static str,
+}
+
+impl OpendalStreamingUploaderExecute {
+    const STREAMING_UPLOAD_TYPE: OperationType = OperationType::StreamingUpload;
+
+    fn new(metrics: Arc<ObjectStoreMetrics>, media_type: &'static str) -> Self {
+        Self {
+            metrics,
+            media_type,
+        }
+    }
+}
+
+impl Execute for OpendalStreamingUploaderExecute {
+    fn execute(&self, f: BoxedStaticFuture<()>) {
+        let operation_type_str = Self::STREAMING_UPLOAD_TYPE.as_str();
+        let media_type = self.media_type;
+
+        let metrics = self.metrics.clone();
+        let _handle = tokio::spawn(async move {
+            let _timer = metrics
+                .operation_latency
+                .with_label_values(&[media_type, operation_type_str])
+                .start_timer();
+
+            f.await
+        });
+    }
+}
+
 /// Store multiple parts in a map, and concatenate them on finish.
 pub struct OpendalStreamingUploader {
     writer: Writer,
+    /// Buffer for data. It will store at least `UPLOAD_BUFFER_SIZE` bytes of data before wrapping itself
+    /// into a stream and upload to object store as a part.
+    buf: Vec<Bytes>,
+    /// Length of the data that have not been uploaded to object store.
+    not_uploaded_len: usize,
+    /// Whether the writer is valid. The writer is invalid after abort/close.
+    is_valid: bool,
+
+    abort_on_err: bool,
 }
 
 impl OpendalStreamingUploader {
+    const UPLOAD_BUFFER_SIZE: usize = 16 * 1024 * 1024;
+
     pub async fn new(
         op: Operator,
         path: String,
         config: Arc<ObjectStoreConfig>,
+        metrics: Arc<ObjectStoreMetrics>,
+        media_type: &'static str,
     ) -> ObjectResult<Self> {
+        let monitored_execute = OpendalStreamingUploaderExecute::new(metrics, media_type);
+
+        // The layer specified first will be executed first.
+        // `TimeoutLayer` must be specified before `RetryLayer`.
+        // Otherwise, it will lead to bad state inside OpenDAL and panic.
+        // See https://docs.rs/opendal/latest/opendal/layers/struct.RetryLayer.html#panics
         let writer = op
             .clone()
+            .layer(TimeoutLayer::new().with_io_timeout(Duration::from_millis(
+                config.retry.streaming_upload_attempt_timeout_ms,
+            )))
             .layer(
                 RetryLayer::new()
                     .with_min_delay(Duration::from_millis(config.retry.req_backoff_interval_ms))
@@ -273,34 +344,64 @@ impl OpendalStreamingUploader {
                     .with_factor(config.retry.req_backoff_factor as f32)
                     .with_jitter(),
             )
-            .layer(TimeoutLayer::new().with_io_timeout(Duration::from_millis(
-                config.retry.streaming_upload_attempt_timeout_ms,
-            )))
             .writer_with(&path)
-            .concurrent(8)
-            .buffer(OPENDAL_BUFFER_SIZE)
+            .concurrent(config.opendal_upload_concurrency)
+            .executor(Executor::with(monitored_execute))
             .await?;
-        Ok(Self { writer })
+        Ok(Self {
+            writer,
+            buf: vec![],
+            not_uploaded_len: 0,
+            is_valid: true,
+            abort_on_err: config.opendal_writer_abort_on_err,
+        })
     }
-}
 
-const OPENDAL_BUFFER_SIZE: usize = 16 * 1024 * 1024;
+    async fn flush(&mut self) -> ObjectResult<()> {
+        let data: Vec<Bytes> = self.buf.drain(..).collect();
+        debug_assert_eq!(
+            data.iter().map(|b| b.len()).sum::<usize>(),
+            self.not_uploaded_len
+        );
+        if let Err(err) = self.writer.write(data).await {
+            self.is_valid = false;
+            if self.abort_on_err {
+                self.writer.abort().await?;
+            }
+            return Err(err.into());
+        }
+        self.not_uploaded_len = 0;
+        Ok(())
+    }
+}
 
 impl StreamingUploader for OpendalStreamingUploader {
     async fn write_bytes(&mut self, data: Bytes) -> ObjectResult<()> {
-        self.writer.write(data).await?;
-
+        assert!(self.is_valid);
+        self.not_uploaded_len += data.len();
+        self.buf.push(data);
+        if self.not_uploaded_len >= Self::UPLOAD_BUFFER_SIZE {
+            self.flush().await?;
+        }
         Ok(())
     }
 
     async fn finish(mut self) -> ObjectResult<()> {
+        assert!(self.is_valid);
+        if self.not_uploaded_len > 0 {
+            self.flush().await?;
+        }
+
+        assert!(self.buf.is_empty());
+        assert_eq!(self.not_uploaded_len, 0);
+
+        self.is_valid = false;
         match self.writer.close().await {
             Ok(_) => (),
             Err(err) => {
-                // Due to a bug in OpenDAL, calling `abort()` here may trigger unreachable code and cause panic.
-                // refer to https://github.com/apache/opendal/issues/4651
-                // This will be fixed after the next bump in the opendal version.
-                // self.writer.abort().await?;
+                if self.abort_on_err {
+                    self.writer.abort().await?;
+                }
                 return Err(err.into());
             }
         };
@@ -309,12 +410,14 @@ impl StreamingUploader for OpendalStreamingUploader {
     }
 
     fn get_memory_usage(&self) -> u64 {
-        OPENDAL_BUFFER_SIZE as u64
+        Self::UPLOAD_BUFFER_SIZE as u64
     }
 }
 
 #[cfg(test)]
 mod tests {
+    use stream::TryStreamExt;
+
     use super::*;
 
     async fn list_all(prefix: &str, store: &OpendalObjectStore) -> Vec<ObjectMetadata> {
@@ -339,15 +442,23 @@ mod tests {
         let bytes = store.read("/abc", 4..6).await.unwrap();
         assert_eq!(String::from_utf8(bytes.to_vec()).unwrap(), "56".to_string());
 
-        // Overflow.
-        store.read("/abc", 4..44).await.unwrap_err();
-
         store.delete("/abc").await.unwrap();
 
         // No such object.
         store.read("/abc", 0..3).await.unwrap_err();
     }
 
+    #[tokio::test]
+    #[should_panic]
+    async fn test_memory_read_overflow() {
+        let block = Bytes::from("123456");
+        let store = OpendalObjectStore::test_new_memory_engine().unwrap();
+        store.upload("/abc", block).await.unwrap();
+
+        // Overflow.
+        store.read("/abc", 4..44).await.unwrap_err();
+    }
+
     #[tokio::test]
     async fn test_memory_metadata() {
         let block = Bytes::from("123456");
diff --git a/src/object_store/src/object/opendal_engine/opendal_s3.rs b/src/object_store/src/object/opendal_engine/opendal_s3.rs
index 7a51cbb36955f..5ba90ad93ccba 100644
--- a/src/object_store/src/object/opendal_engine/opendal_s3.rs
+++ b/src/object_store/src/object/opendal_engine/opendal_s3.rs
@@ -22,11 +22,16 @@ use opendal::Operator;
 use risingwave_common::config::ObjectStoreConfig;
 
 use super::{EngineType, OpendalObjectStore};
+use crate::object::object_metrics::ObjectStoreMetrics;
 use crate::object::ObjectResult;
 
 impl OpendalObjectStore {
     /// create opendal s3 engine.
-    pub fn new_s3_engine(bucket: String, config: Arc<ObjectStoreConfig>) -> ObjectResult<Self> {
+    pub fn new_s3_engine(
+        bucket: String,
+        config: Arc<ObjectStoreConfig>,
+        metrics: Arc<ObjectStoreMetrics>,
+    ) -> ObjectResult<Self> {
         // Create s3 builder.
         let mut builder = S3::default();
         builder.bucket(&bucket);
@@ -50,11 +55,16 @@ impl OpendalObjectStore {
             op,
             engine_type: EngineType::S3,
             config,
+            metrics,
         })
     }
 
     /// Creates a minio client. The server should be like `minio://key:secret@address:port/bucket`.
-    pub fn new_minio_engine(server: &str, config: Arc<ObjectStoreConfig>) -> ObjectResult<Self> {
+    pub fn new_minio_engine(
+        server: &str,
+        config: Arc<ObjectStoreConfig>,
+        metrics: Arc<ObjectStoreMetrics>,
+    ) -> ObjectResult<Self> {
         let server = server.strip_prefix("minio://").unwrap();
         let (access_key_id, rest) = server.split_once(':').unwrap();
         let (secret_access_key, mut rest) = rest.split_once('@').unwrap();
@@ -89,17 +99,18 @@ impl OpendalObjectStore {
             op,
             engine_type: EngineType::Minio,
             config,
+            metrics,
         })
     }
 
     pub fn new_http_client(config: &ObjectStoreConfig) -> ObjectResult<HttpClient> {
         let mut client_builder = reqwest::ClientBuilder::new();
 
-        if let Some(keepalive_ms) = config.s3.object_store_keepalive_ms.as_ref() {
+        if let Some(keepalive_ms) = config.s3.keepalive_ms.as_ref() {
             client_builder = client_builder.tcp_keepalive(Duration::from_millis(*keepalive_ms));
         }
 
-        if let Some(nodelay) = config.s3.object_store_nodelay.as_ref() {
+        if let Some(nodelay) = config.s3.nodelay.as_ref() {
             client_builder = client_builder.tcp_nodelay(*nodelay);
         }
 
@@ -111,6 +122,7 @@ impl OpendalObjectStore {
     pub fn new_s3_engine_with_credentials(
         bucket: &str,
         config: Arc<ObjectStoreConfig>,
+        metrics: Arc<ObjectStoreMetrics>,
         aws_access_key_id: &str,
         aws_secret_access_key: &str,
         aws_region: &str,
@@ -135,6 +147,7 @@ impl OpendalObjectStore {
             op,
             engine_type: EngineType::S3,
             config,
+            metrics,
         })
     }
 }
diff --git a/src/object_store/src/object/opendal_engine/oss.rs b/src/object_store/src/object/opendal_engine/oss.rs
index 70fd6628f29b0..c4fc5d500b11e 100644
--- a/src/object_store/src/object/opendal_engine/oss.rs
+++ b/src/object_store/src/object/opendal_engine/oss.rs
@@ -20,6 +20,7 @@ use opendal::Operator;
 use risingwave_common::config::ObjectStoreConfig;
 
 use super::{EngineType, OpendalObjectStore};
+use crate::object::object_metrics::ObjectStoreMetrics;
 use crate::object::ObjectResult;
 
 impl OpendalObjectStore {
@@ -28,6 +29,7 @@ impl OpendalObjectStore {
         bucket: String,
         root: String,
         config: Arc<ObjectStoreConfig>,
+        metrics: Arc<ObjectStoreMetrics>,
     ) -> ObjectResult<Self> {
         // Create oss backend builder.
         let mut builder = Oss::default();
@@ -55,6 +57,7 @@ impl OpendalObjectStore {
             op,
             engine_type: EngineType::Oss,
             config,
+            metrics,
         })
     }
 }
diff --git a/src/object_store/src/object/opendal_engine/webhdfs.rs b/src/object_store/src/object/opendal_engine/webhdfs.rs
index cb8a2ad1753b3..f083102a3ed21 100644
--- a/src/object_store/src/object/opendal_engine/webhdfs.rs
+++ b/src/object_store/src/object/opendal_engine/webhdfs.rs
@@ -20,6 +20,7 @@ use opendal::Operator;
 use risingwave_common::config::ObjectStoreConfig;
 
 use super::{EngineType, OpendalObjectStore};
+use crate::object::object_metrics::ObjectStoreMetrics;
 use crate::object::opendal_engine::ATOMIC_WRITE_DIR;
 use crate::object::ObjectResult;
 
@@ -29,6 +30,7 @@ impl OpendalObjectStore {
         endpoint: String,
         root: String,
         config: Arc<ObjectStoreConfig>,
+        metrics: Arc<ObjectStoreMetrics>,
     ) -> ObjectResult<Self> {
         // Create webhdfs backend builder.
         let mut builder = Webhdfs::default();
@@ -47,6 +49,7 @@ impl OpendalObjectStore {
             op,
             engine_type: EngineType::Webhdfs,
             config,
+            metrics,
         })
     }
 }
diff --git a/src/object_store/src/object/prefix.rs b/src/object_store/src/object/prefix.rs
index e29729bf752fc..5229d900a8b62 100644
--- a/src/object_store/src/object/prefix.rs
+++ b/src/object_store/src/object/prefix.rs
@@ -23,3 +23,23 @@ pub(crate) mod s3 {
         obj_prefix
     }
 }
+
+pub(crate) mod opendal_engine {
+    /// The number of Azblob bucket prefixes
+    pub(crate) const NUM_BUCKET_PREFIXES_AZBLOB: u32 = 256;
+
+    pub(crate) fn get_object_prefix(obj_id: u64, use_new_object_prefix_strategy: bool) -> String {
+        // For OpenDAL object storage, whether objects are divided by prefixes depends on whether it is a new cluster:
+        // If it is a new cluster, objects will be divided into `NUM_BUCKET_PREFIXES_AZBLOB` prefixes.
+        // If it is an old cluster, prefixes are not used due to the need to read and write old data.
+        match use_new_object_prefix_strategy {
+            true => {
+                let prefix = crc32fast::hash(&obj_id.to_be_bytes()) % NUM_BUCKET_PREFIXES_AZBLOB;
+                let mut obj_prefix = prefix.to_string();
+                obj_prefix.push('/');
+                obj_prefix
+            }
+            false => String::default(),
+        }
+    }
+}
diff --git a/src/object_store/src/object/s3.rs b/src/object_store/src/object/s3.rs
index 6c72ced36563d..3ed5fc01ba40c 100644
--- a/src/object_store/src/object/s3.rs
+++ b/src/object_store/src/object/s3.rs
@@ -402,8 +402,9 @@ pub struct S3ObjectStore {
 impl ObjectStore for S3ObjectStore {
     type StreamingUploader = S3StreamingUploader;
 
-    fn get_object_prefix(&self, obj_id: u64) -> String {
+    fn get_object_prefix(&self, obj_id: u64, _use_new_object_prefix_strategy: bool) -> String {
         // Delegate to static method to avoid creating an `S3ObjectStore` in unit test.
+        // Using aws s3 sdk as object storage, the object prefix will be divided by default.
         prefix::s3::get_object_prefix(obj_id)
     }
 
@@ -617,19 +618,19 @@ impl S3ObjectStore {
         let mut http = hyper::client::HttpConnector::new();
 
         // connection config
-        if let Some(keepalive_ms) = config.s3.object_store_keepalive_ms.as_ref() {
+        if let Some(keepalive_ms) = config.s3.keepalive_ms.as_ref() {
             http.set_keepalive(Some(Duration::from_millis(*keepalive_ms)));
         }
 
-        if let Some(nodelay) = config.s3.object_store_nodelay.as_ref() {
+        if let Some(nodelay) = config.s3.nodelay.as_ref() {
             http.set_nodelay(*nodelay);
         }
 
-        if let Some(recv_buffer_size) = config.s3.object_store_recv_buffer_size.as_ref() {
+        if let Some(recv_buffer_size) = config.s3.recv_buffer_size.as_ref() {
             http.set_recv_buffer_size(Some(*recv_buffer_size));
         }
 
-        if let Some(send_buffer_size) = config.s3.object_store_send_buffer_size.as_ref() {
+        if let Some(send_buffer_size) = config.s3.send_buffer_size.as_ref() {
             http.set_send_buffer_size(Some(*send_buffer_size));
         }
 
@@ -1042,7 +1043,7 @@ where
                 Some(SdkError::ServiceError(e)) => {
                     let retry = match e.err().code() {
                         None => {
-                            if config.s3.developer.object_store_retry_unknown_service_error
+                            if config.s3.developer.retry_unknown_service_error
                                 || config.s3.retry_unknown_service_error
                             {
                                 tracing::warn!(target: "unknown_service_error", "{e:?} occurs, retry S3 get_object request.");
@@ -1055,7 +1056,7 @@ where
                             if config
                                 .s3
                                 .developer
-                                .object_store_retryable_service_error_codes
+                                .retryable_service_error_codes
                                 .iter()
                                 .any(|s| s.as_str().eq_ignore_ascii_case(code))
                             {
diff --git a/src/object_store/src/object/sim/mod.rs b/src/object_store/src/object/sim/mod.rs
index 4c91531020ea3..2f06b91839090 100644
--- a/src/object_store/src/object/sim/mod.rs
+++ b/src/object_store/src/object/sim/mod.rs
@@ -118,7 +118,7 @@ pub struct SimObjectStore {
 impl ObjectStore for SimObjectStore {
     type StreamingUploader = SimStreamingUploader;
 
-    fn get_object_prefix(&self, _obj_id: u64) -> String {
+    fn get_object_prefix(&self, _obj_id: u64, _use_new_object_prefix_strategy: bool) -> String {
         String::default()
     }
 
diff --git a/src/prost/build.rs b/src/prost/build.rs
index 037f397c6975e..6d31201fa4733 100644
--- a/src/prost/build.rs
+++ b/src/prost/build.rs
@@ -66,6 +66,18 @@ fn main() -> Result<(), Box<dyn std::error::Error>> {
         ".plan_common.ExternalTableDesc",
         ".hummock.CompactTask",
         ".catalog.StreamSourceInfo",
+        ".catalog.SecretRef",
+        ".catalog.Source",
+        ".catalog.Sink",
+        ".catalog.View",
+        ".connector_service.ValidateSourceRequest",
+        ".connector_service.GetEventStreamRequest",
+        ".connector_service.SinkParam",
+        ".stream_plan.SinkDesc",
+        ".stream_plan.StreamFsFetch",
+        ".stream_plan.SourceBackfillNode",
+        ".stream_plan.StreamSource",
+        ".batch_plan.SourceNode",
     ];
 
     // Build protobuf structs.
@@ -100,6 +112,8 @@ fn main() -> Result<(), Box<dyn std::error::Error>> {
         // The requirement is from Source node -> SourceCatalog -> WatermarkDesc -> expr
         .type_attribute("catalog.WatermarkDesc", "#[derive(Eq, Hash)]")
         .type_attribute("catalog.StreamSourceInfo", "#[derive(Eq, Hash)]")
+        .type_attribute("secret.SecretRef", "#[derive(Eq, Hash)]")
+        .type_attribute("catalog.IndexColumnProperties", "#[derive(Eq, Hash)]")
         .type_attribute("expr.ExprNode", "#[derive(Eq, Hash)]")
         .type_attribute("data.DataType", "#[derive(Eq, Hash)]")
         .type_attribute("expr.ExprNode.rex_node", "#[derive(Eq, Hash)]")
diff --git a/src/risedevtool/connector.toml b/src/risedevtool/connector.toml
index abc23b67abdf8..535b4db843172 100644
--- a/src/risedevtool/connector.toml
+++ b/src/risedevtool/connector.toml
@@ -17,7 +17,7 @@ script = '''
 
 set -euo pipefail
 
-if !(command -v javac &> /dev/null && [[ "$(javac -version 2>&1 | awk '{print $2}')" =~ ^(11|17|19|20|21) ]]); then
+if !(command -v javac &> /dev/null && [[ "$(javac -version 2>&1 | awk '{print $2}')" =~ ^(11|17|19|20|21|22) ]]); then
   echo "JDK 11+ is not installed. Please install JDK 11+ first."
   exit 1
 fi
diff --git a/src/risedevtool/src/bin/risedev-compose.rs b/src/risedevtool/src/bin/risedev-compose.rs
index 5ff56916deca6..89bb0592d0d85 100644
--- a/src/risedevtool/src/bin/risedev-compose.rs
+++ b/src/risedevtool/src/bin/risedev-compose.rs
@@ -245,7 +245,6 @@ fn main() -> Result<()> {
                 }
             });
             let compose_file = ComposeFile {
-                version: "3".into(),
                 services: services.clone(),
                 volumes: node_volumes,
                 name: format!("risingwave-{}", opts.profile),
@@ -303,7 +302,6 @@ fn main() -> Result<()> {
             }
         }
         let compose_file = ComposeFile {
-            version: "3".into(),
             services,
             volumes,
             name: format!("risingwave-{}", opts.profile),
diff --git a/src/risedevtool/src/bin/risedev-dev.rs b/src/risedevtool/src/bin/risedev-dev.rs
index 8dbe155bcd086..02cef8655db2f 100644
--- a/src/risedevtool/src/bin/risedev-dev.rs
+++ b/src/risedevtool/src/bin/risedev-dev.rs
@@ -323,7 +323,10 @@ fn task_main(
                         risedev::TcpReadyCheckTask::new(c.address.clone(), c.port, c.user_managed)?;
                     task.execute(&mut ctx)?;
                 } else {
-                    let mut task = risedev::LogReadyCheckTask::new("Ready for start up.")?;
+                    // When starting a MySQL container, the MySQL process is set as the main process.
+                    // Since the first process in a container always gets PID 1, the MySQL log always shows
+                    // "starting as process 1".
+                    let mut task = risedev::LogReadyCheckTask::new("starting as process 1\n")?;
                     task.execute(&mut ctx)?;
                 }
                 ctx.pb
diff --git a/src/risedevtool/src/compose.rs b/src/risedevtool/src/compose.rs
index 779ca23557622..a490560157527 100644
--- a/src/risedevtool/src/compose.rs
+++ b/src/risedevtool/src/compose.rs
@@ -56,7 +56,6 @@ pub struct HealthCheck {
 
 #[derive(Debug, Clone, Serialize)]
 pub struct ComposeFile {
-    pub version: String,
     pub services: BTreeMap<String, ComposeService>,
     pub volumes: BTreeMap<String, ComposeVolume>,
     pub name: String,
diff --git a/src/risedevtool/src/risedev_env.rs b/src/risedevtool/src/risedev_env.rs
index 943f37abf655d..bff4062f72097 100644
--- a/src/risedevtool/src/risedev_env.rs
+++ b/src/risedevtool/src/risedev_env.rs
@@ -78,13 +78,9 @@ pub fn generate_risedev_env(services: &Vec<ServiceConfig>) -> String {
                 writeln!(env, r#"RPK_BROKERS="{brokers}""#).unwrap();
             }
             ServiceConfig::SchemaRegistry(c) => {
-                let address = &c.address;
-                let port = &c.port;
-                writeln!(
-                    env,
-                    r#"RISEDEV_SCHEMA_REGISTRY_URL="http://{address}:{port}""#,
-                )
-                .unwrap();
+                let url = format!("http://{}:{}", c.address, c.port);
+                writeln!(env, r#"RISEDEV_SCHEMA_REGISTRY_URL="{url}""#,).unwrap();
+                writeln!(env, r#"RPK_REGISTRY_HOSTS="{url}""#).unwrap();
             }
             ServiceConfig::MySql(c) if c.application != Application::Metastore => {
                 let host = &c.address;
diff --git a/src/risedevtool/src/task/compute_node_service.rs b/src/risedevtool/src/task/compute_node_service.rs
index b87a83579ed7e..95ff9d6412fa2 100644
--- a/src/risedevtool/src/task/compute_node_service.rs
+++ b/src/risedevtool/src/task/compute_node_service.rs
@@ -55,9 +55,9 @@ impl ComputeNodeService {
             .arg("--async-stack-trace")
             .arg(&config.async_stack_trace)
             .arg("--parallelism")
-            .arg(&config.parallelism.to_string())
+            .arg(config.parallelism.to_string())
             .arg("--total-memory-bytes")
-            .arg(&config.total_memory_bytes.to_string())
+            .arg(config.total_memory_bytes.to_string())
             .arg("--role")
             .arg(&config.role);
 
diff --git a/src/rpc_client/src/connector_client.rs b/src/rpc_client/src/connector_client.rs
index 3042394b25877..30d78290b6d98 100644
--- a/src/rpc_client/src/connector_client.rs
+++ b/src/rpc_client/src/connector_client.rs
@@ -12,7 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::HashMap;
+use std::collections::BTreeMap;
 use std::fmt::Debug;
 use std::time::Duration;
 
@@ -202,7 +202,7 @@ impl ConnectorClient {
         source_id: u64,
         source_type: SourceType,
         start_offset: Option<String>,
-        properties: HashMap<String, String>,
+        properties: BTreeMap<String, String>,
         snapshot_done: bool,
         is_source_job: bool,
     ) -> Result<Streaming<GetEventStreamResponse>> {
@@ -234,7 +234,7 @@ impl ConnectorClient {
         &self,
         source_id: u64,
         source_type: SourceType,
-        properties: HashMap<String, String>,
+        properties: BTreeMap<String, String>,
         table_schema: Option<TableSchema>,
         is_source_job: bool,
         is_backfill_table: bool,
diff --git a/src/sqlparser/src/ast/ddl.rs b/src/sqlparser/src/ast/ddl.rs
index 440d8f58d2802..92683f42e742a 100644
--- a/src/sqlparser/src/ast/ddl.rs
+++ b/src/sqlparser/src/ast/ddl.rs
@@ -28,7 +28,6 @@ use crate::tokenizer::Token;
 
 #[derive(Debug, Clone, PartialEq, Eq, Hash)]
 #[cfg_attr(feature = "serde", derive(Serialize, Deserialize))]
-#[cfg_attr(feature = "visitor", derive(Visit, VisitMut))]
 pub enum AlterDatabaseOperation {
     ChangeOwner { new_owner_name: Ident },
     RenameDatabase { database_name: ObjectName },
@@ -36,7 +35,6 @@ pub enum AlterDatabaseOperation {
 
 #[derive(Debug, Clone, PartialEq, Eq, Hash)]
 #[cfg_attr(feature = "serde", derive(Serialize, Deserialize))]
-#[cfg_attr(feature = "visitor", derive(Visit, VisitMut))]
 pub enum AlterSchemaOperation {
     ChangeOwner { new_owner_name: Ident },
     RenameSchema { schema_name: ObjectName },
@@ -112,7 +110,6 @@ pub enum AlterTableOperation {
 
 #[derive(Debug, Clone, PartialEq, Eq, Hash)]
 #[cfg_attr(feature = "serde", derive(Serialize, Deserialize))]
-#[cfg_attr(feature = "visitor", derive(Visit, VisitMut))]
 pub enum AlterIndexOperation {
     RenameIndex {
         index_name: ObjectName,
@@ -126,7 +123,6 @@ pub enum AlterIndexOperation {
 
 #[derive(Debug, Clone, PartialEq, Eq, Hash)]
 #[cfg_attr(feature = "serde", derive(Serialize, Deserialize))]
-#[cfg_attr(feature = "visitor", derive(Visit, VisitMut))]
 pub enum AlterViewOperation {
     RenameView {
         view_name: ObjectName,
@@ -150,7 +146,6 @@ pub enum AlterViewOperation {
 
 #[derive(Debug, Clone, PartialEq, Eq, Hash)]
 #[cfg_attr(feature = "serde", derive(Serialize, Deserialize))]
-#[cfg_attr(feature = "visitor", derive(Visit, VisitMut))]
 pub enum AlterSinkOperation {
     RenameSink {
         sink_name: ObjectName,
@@ -170,7 +165,6 @@ pub enum AlterSinkOperation {
 
 #[derive(Debug, Clone, PartialEq, Eq, Hash)]
 #[cfg_attr(feature = "serde", derive(Serialize, Deserialize))]
-#[cfg_attr(feature = "visitor", derive(Visit, VisitMut))]
 pub enum AlterSubscriptionOperation {
     RenameSubscription { subscription_name: ObjectName },
     ChangeOwner { new_owner_name: Ident },
@@ -179,7 +173,6 @@ pub enum AlterSubscriptionOperation {
 
 #[derive(Debug, Clone, PartialEq, Eq, Hash)]
 #[cfg_attr(feature = "serde", derive(Serialize, Deserialize))]
-#[cfg_attr(feature = "visitor", derive(Visit, VisitMut))]
 pub enum AlterSourceOperation {
     RenameSource { source_name: ObjectName },
     AddColumn { column_def: ColumnDef },
@@ -192,14 +185,12 @@ pub enum AlterSourceOperation {
 
 #[derive(Debug, Clone, PartialEq, Eq, Hash)]
 #[cfg_attr(feature = "serde", derive(Serialize, Deserialize))]
-#[cfg_attr(feature = "visitor", derive(Visit, VisitMut))]
 pub enum AlterFunctionOperation {
     SetSchema { new_schema_name: ObjectName },
 }
 
 #[derive(Debug, Clone, PartialEq, Eq, Hash)]
 #[cfg_attr(feature = "serde", derive(Serialize, Deserialize))]
-#[cfg_attr(feature = "visitor", derive(Visit, VisitMut))]
 pub enum AlterConnectionOperation {
     SetSchema { new_schema_name: ObjectName },
 }
diff --git a/src/sqlparser/src/ast/legacy_source.rs b/src/sqlparser/src/ast/legacy_source.rs
index 6a079688c2d4e..03ce1055ff042 100644
--- a/src/sqlparser/src/ast/legacy_source.rs
+++ b/src/sqlparser/src/ast/legacy_source.rs
@@ -398,9 +398,10 @@ pub struct CsvInfo {
 pub fn get_delimiter(chars: &str) -> Result<u8, StrError> {
     match chars {
         "," => Ok(b','),   // comma
+        ";" => Ok(b';'),   // semicolon
         "\t" => Ok(b'\t'), // tab
         other => Err(StrError(format!(
-            "The delimiter should be one of ',', E'\\t', but got {other:?}",
+            "The delimiter should be one of ',', ';', E'\\t', but got {other:?}",
         ))),
     }
 }
diff --git a/src/sqlparser/src/ast/mod.rs b/src/sqlparser/src/ast/mod.rs
index 46bf544d75bf6..9bc2c0603a121 100644
--- a/src/sqlparser/src/ast/mod.rs
+++ b/src/sqlparser/src/ast/mod.rs
@@ -417,7 +417,7 @@ pub enum Expr {
     /// explicitly specified zone
     AtTimeZone {
         timestamp: Box<Expr>,
-        time_zone: String,
+        time_zone: Box<Expr>,
     },
     /// `EXTRACT(DateTimeField FROM <expr>)`
     Extract {
@@ -667,7 +667,7 @@ impl fmt::Display for Expr {
             Expr::AtTimeZone {
                 timestamp,
                 time_zone,
-            } => write!(f, "{} AT TIME ZONE '{}'", timestamp, time_zone),
+            } => write!(f, "{} AT TIME ZONE {}", timestamp, time_zone),
             Expr::Extract { field, expr } => write!(f, "EXTRACT({} FROM {})", field, expr),
             Expr::Collate { expr, collation } => write!(f, "{} COLLATE {}", expr, collation),
             Expr::Nested(ast) => write!(f, "({})", ast),
@@ -869,11 +869,7 @@ impl fmt::Display for WindowSpec {
 #[cfg_attr(feature = "serde", derive(Serialize, Deserialize))]
 pub struct WindowFrame {
     pub units: WindowFrameUnits,
-    pub start_bound: WindowFrameBound,
-    /// The right bound of the `BETWEEN .. AND` clause. The end bound of `None`
-    /// indicates the shorthand form (e.g. `ROWS 1 PRECEDING`), which must
-    /// behave the same as `end_bound = WindowFrameBound::CurrentRow`.
-    pub end_bound: Option<WindowFrameBound>,
+    pub bounds: WindowFrameBounds,
     pub exclusion: Option<WindowFrameExclusion>,
 }
 
@@ -883,18 +879,36 @@ pub enum WindowFrameUnits {
     Rows,
     Range,
     Groups,
+    Session,
+}
+
+#[derive(Debug, Clone, PartialEq, Eq, Hash)]
+#[cfg_attr(feature = "serde", derive(Serialize, Deserialize))]
+pub enum WindowFrameBounds {
+    Bounds {
+        start: WindowFrameBound,
+        /// The right bound of the `BETWEEN .. AND` clause. The end bound of `None`
+        /// indicates the shorthand form (e.g. `ROWS 1 PRECEDING`), which must
+        /// behave the same as `end_bound = WindowFrameBound::CurrentRow`.
+        end: Option<WindowFrameBound>,
+    },
+    Gap(Box<Expr>),
 }
 
 impl fmt::Display for WindowFrame {
     fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
-        if let Some(end_bound) = &self.end_bound {
-            write!(
-                f,
-                "{} BETWEEN {} AND {}",
-                self.units, self.start_bound, end_bound
-            )
-        } else {
-            write!(f, "{} {}", self.units, self.start_bound)
+        write!(f, "{} ", self.units)?;
+        match &self.bounds {
+            WindowFrameBounds::Bounds { start, end } => {
+                if let Some(end) = end {
+                    write!(f, "BETWEEN {} AND {}", start, end)
+                } else {
+                    write!(f, "{}", start)
+                }
+            }
+            WindowFrameBounds::Gap(gap) => {
+                write!(f, "WITH GAP {}", gap)
+            }
         }
     }
 }
@@ -905,6 +919,7 @@ impl fmt::Display for WindowFrameUnits {
             WindowFrameUnits::Rows => "ROWS",
             WindowFrameUnits::Range => "RANGE",
             WindowFrameUnits::Groups => "GROUPS",
+            WindowFrameUnits::Session => "SESSION",
         })
     }
 }
@@ -2766,7 +2781,6 @@ impl fmt::Display for DropFunctionOption {
 /// Function describe in DROP FUNCTION.
 #[derive(Debug, Clone, PartialEq, Eq, Hash)]
 #[cfg_attr(feature = "serde", derive(Serialize, Deserialize))]
-#[cfg_attr(feature = "visitor", derive(Visit, VisitMut))]
 pub struct FunctionDesc {
     pub name: ObjectName,
     pub args: Option<Vec<OperateFunctionArg>>,
diff --git a/src/sqlparser/src/ast/statement.rs b/src/sqlparser/src/ast/statement.rs
index 0c92209471450..facedadeb5bc0 100644
--- a/src/sqlparser/src/ast/statement.rs
+++ b/src/sqlparser/src/ast/statement.rs
@@ -94,11 +94,16 @@ pub struct CreateSourceStatement {
     pub include_column_options: IncludeOption,
 }
 
+/// FORMAT means how to get the operation(Insert/Delete) from the input.
+///
+/// Check `CONNECTORS_COMPATIBLE_FORMATS` for what `FORMAT ... ENCODE ...` combinations are allowed.
 #[derive(Debug, Clone, PartialEq, Eq, Hash)]
 #[cfg_attr(feature = "serde", derive(Serialize, Deserialize))]
 pub enum Format {
+    /// The format is the same with RisingWave's internal representation.
+    /// Used internally for schema change
     Native,
-    // Keyword::NONE
+    /// for self-explanatory sources like iceberg, they have their own format, and should not be specified by user.
     None,
     // Keyword::DEBEZIUM
     Debezium,
@@ -143,8 +148,8 @@ impl Format {
             "CANAL" => Format::Canal,
             "PLAIN" => Format::Plain,
             "UPSERT" => Format::Upsert,
-            "NATIVE" => Format::Native, // used internally for schema change
-            "NONE" => Format::None,     // used by iceberg
+            "NATIVE" => Format::Native,
+            "NONE" => Format::None,
             _ => parser_err!(
                 "expected CANAL | PROTOBUF | DEBEZIUM | MAXWELL | PLAIN | NATIVE | NONE after FORMAT"
             ),
@@ -152,6 +157,7 @@ impl Format {
     }
 }
 
+/// Check `CONNECTORS_COMPATIBLE_FORMATS` for what `FORMAT ... ENCODE ...` combinations are allowed.
 #[derive(Debug, Clone, PartialEq, Eq, Hash)]
 #[cfg_attr(feature = "serde", derive(Serialize, Deserialize))]
 pub enum Encode {
@@ -160,8 +166,11 @@ pub enum Encode {
     Protobuf, // Keyword::PROTOBUF
     Json,     // Keyword::JSON
     Bytes,    // Keyword::BYTES
-    None,     // Keyword::None
-    Text,     // Keyword::TEXT
+    /// for self-explanatory sources like iceberg, they have their own format, and should not be specified by user.
+    None,
+    Text, // Keyword::TEXT
+    /// The encode is the same with RisingWave's internal representation.
+    /// Used internally for schema change
     Native,
     Template,
 }
@@ -197,8 +206,8 @@ impl Encode {
             "PROTOBUF" => Encode::Protobuf,
             "JSON" => Encode::Json,
             "TEMPLATE" => Encode::Template,
-            "NATIVE" => Encode::Native, // used internally for schema change
-            "NONE" => Encode::None, // used by iceberg
+            "NATIVE" => Encode::Native,
+            "NONE" => Encode::None,
             _ => parser_err!(
                 "expected AVRO | BYTES | CSV | PROTOBUF | JSON | NATIVE | TEMPLATE | NONE after Encode"
             ),
diff --git a/src/sqlparser/src/ast/value.rs b/src/sqlparser/src/ast/value.rs
index 2ce52f3c18bf9..79f2a6ebd99ca 100644
--- a/src/sqlparser/src/ast/value.rs
+++ b/src/sqlparser/src/ast/value.rs
@@ -17,6 +17,8 @@ use core::fmt;
 #[cfg(feature = "serde")]
 use serde::{Deserialize, Serialize};
 
+use super::ObjectName;
+
 /// Primitive SQL values such as number and string
 #[derive(Debug, Clone, PartialEq, Eq, Hash)]
 #[cfg_attr(feature = "serde", derive(Serialize, Deserialize))]
@@ -57,6 +59,8 @@ pub enum Value {
     },
     /// `NULL` value
     Null,
+    /// name of the reference to secret
+    Ref(ObjectName),
 }
 
 impl fmt::Display for Value {
@@ -111,6 +115,7 @@ impl fmt::Display for Value {
                 Ok(())
             }
             Value::Null => write!(f, "NULL"),
+            Value::Ref(v) => write!(f, "ref secret {}", v),
         }
     }
 }
diff --git a/src/sqlparser/src/keywords.rs b/src/sqlparser/src/keywords.rs
index b61041d79c335..fc5971bf4640b 100644
--- a/src/sqlparser/src/keywords.rs
+++ b/src/sqlparser/src/keywords.rs
@@ -12,7 +12,7 @@
 
 //! This module defines
 //! 1) a list of constants for every keyword that
-//! can appear in [crate::tokenizer::Word::keyword]:
+//!    can appear in [crate::tokenizer::Word::keyword]:
 //!    pub const KEYWORD = "KEYWORD"
 //! 2) an `ALL_KEYWORDS` array with every keyword in it
 //!     This is not a list of *reserved* keywords: some of these can be
@@ -22,7 +22,7 @@
 //!     As a matter of fact, most of these keywords are not used at all
 //!     and could be removed.
 //! 3) a `RESERVED_FOR_TABLE_ALIAS` array with keywords reserved in a
-//! "table alias" context.
+//!    "table alias" context.
 
 use core::fmt;
 
@@ -248,6 +248,7 @@ define_keywords!(
     FUNCTION,
     FUNCTIONS,
     FUSION,
+    GAP,
     GENERATOR,
     GET,
     GLOBAL,
diff --git a/src/sqlparser/src/parser.rs b/src/sqlparser/src/parser.rs
index df51791ec5c32..34121747823f3 100644
--- a/src/sqlparser/src/parser.rs
+++ b/src/sqlparser/src/parser.rs
@@ -185,6 +185,8 @@ pub enum Precedence {
     PlusMinus, // 30 in upstream
     MulDiv,    // 40 in upstream
     Exp,
+    At,
+    Collate,
     UnaryPosNeg,
     PostfixFactorial,
     Array,
@@ -820,7 +822,7 @@ impl Parser<'_> {
         let distinct = self.parse_all_or_distinct()?;
         let (args, order_by, variadic) = self.parse_optional_args()?;
         let over = if self.parse_keyword(Keyword::OVER) {
-            // TBD: support window names (`OVER mywin`) in place of inline specification
+            // TODO: support window names (`OVER mywin`) in place of inline specification
             self.expect_token(&Token::LParen)?;
             let partition_by = if self.parse_keywords(&[Keyword::PARTITION, Keyword::BY]) {
                 // a list of possibly-qualified column names
@@ -887,6 +889,7 @@ impl Parser<'_> {
             Keyword::ROWS => keyword.value(WindowFrameUnits::Rows),
             Keyword::RANGE => keyword.value(WindowFrameUnits::Range),
             Keyword::GROUPS => keyword.value(WindowFrameUnits::Groups),
+            Keyword::SESSION => keyword.value(WindowFrameUnits::Session),
             _ => fail,
         }
         .expect("ROWS, RANGE, or GROUPS")
@@ -895,13 +898,21 @@ impl Parser<'_> {
 
     pub fn parse_window_frame(&mut self) -> PResult<WindowFrame> {
         let units = self.parse_window_frame_units()?;
-        let (start_bound, end_bound) = if self.parse_keyword(Keyword::BETWEEN) {
-            let start_bound = self.parse_window_frame_bound()?;
+        let bounds = if self.parse_keyword(Keyword::BETWEEN) {
+            // `BETWEEN <frame_start> AND <frame_end>`
+            let start = self.parse_window_frame_bound()?;
             self.expect_keyword(Keyword::AND)?;
-            let end_bound = Some(self.parse_window_frame_bound()?);
-            (start_bound, end_bound)
+            let end = Some(self.parse_window_frame_bound()?);
+            WindowFrameBounds::Bounds { start, end }
+        } else if self.parse_keywords(&[Keyword::WITH, Keyword::GAP]) {
+            // `WITH GAP <gap>`, only for session frames
+            WindowFrameBounds::Gap(Box::new(self.parse_expr()?))
         } else {
-            (self.parse_window_frame_bound()?, None)
+            // `<frame_start>`
+            WindowFrameBounds::Bounds {
+                start: self.parse_window_frame_bound()?,
+                end: None,
+            }
         };
         let exclusion = if self.parse_keyword(Keyword::EXCLUDE) {
             Some(self.parse_window_frame_exclusion()?)
@@ -910,8 +921,7 @@ impl Parser<'_> {
         };
         Ok(WindowFrame {
             units,
-            start_bound,
-            end_bound,
+            bounds,
             exclusion,
         })
     }
@@ -1388,11 +1398,14 @@ impl Parser<'_> {
                     }
                 }
                 Keyword::AT => {
-                    let time_zone = preceded(
-                        (Keyword::TIME, Keyword::ZONE),
-                        cut_err(Self::parse_literal_string),
-                    )
-                    .parse_next(self)?;
+                    assert_eq!(precedence, Precedence::At);
+                    let time_zone = Box::new(
+                        preceded(
+                            (Keyword::TIME, Keyword::ZONE),
+                            cut_err(|p: &mut Self| p.parse_subexpr(precedence)),
+                        )
+                        .parse_next(self)?,
+                    );
                     Ok(Expr::AtTimeZone {
                         timestamp: Box::new(expr),
                         time_zone,
@@ -1649,7 +1662,7 @@ impl Parser<'_> {
                     (Token::Word(w), Token::Word(w2))
                         if w.keyword == Keyword::TIME && w2.keyword == Keyword::ZONE =>
                     {
-                        Ok(P::Other)
+                        Ok(P::At)
                     }
                     _ => Ok(P::Zero),
                 }
@@ -3988,9 +4001,9 @@ impl Parser<'_> {
             self.expect_token(&Token::RParen)?;
             Ok(CteInner::Query(query))
         } else {
-            let change_log = self.parse_identifier_non_reserved()?;
-            if change_log.to_string().to_lowercase() != "changelog" {
-                parser_err!("Expected 'changelog' but found '{}'", change_log);
+            let changelog = self.parse_identifier_non_reserved()?;
+            if changelog.to_string().to_lowercase() != "changelog" {
+                parser_err!("Expected 'changelog' but found '{}'", changelog);
             }
             self.expect_keyword(Keyword::FROM)?;
             Ok(CteInner::ChangeLog(self.parse_identifier()?))
diff --git a/src/sqlparser/tests/sqlparser_common.rs b/src/sqlparser/tests/sqlparser_common.rs
index bdb40d65c036e..16d0d94b601d5 100644
--- a/src/sqlparser/tests/sqlparser_common.rs
+++ b/src/sqlparser/tests/sqlparser_common.rs
@@ -2745,14 +2745,14 @@ fn parse_ctes() {
 }
 
 #[test]
-fn parse_change_log_ctes() {
+fn parse_changelog_ctes() {
     let cte_sqls = vec!["foo", "bar"];
     let with = &format!(
         "WITH a AS changelog from {}, b AS changelog from {} SELECT foo + bar FROM a, b",
         cte_sqls[0], cte_sqls[1]
     );
 
-    fn assert_change_log_ctes(expected: &[&str], sel: &Query) {
+    fn assert_changelog_ctes(expected: &[&str], sel: &Query) {
         for (i, exp) in expected.iter().enumerate() {
             let Cte { alias, cte_inner } = &sel.with.as_ref().unwrap().cte_tables[i];
             if let CteInner::ChangeLog(from) = cte_inner {
@@ -2773,13 +2773,13 @@ fn parse_change_log_ctes() {
     }
 
     // Top-level CTE
-    assert_change_log_ctes(&cte_sqls, &verified_query(with));
+    assert_changelog_ctes(&cte_sqls, &verified_query(with));
     // CTE in a subquery
     let sql = &format!("SELECT ({})", with);
     let select = verified_only_select(sql);
     match expr_from_projection(only(&select.projection)) {
         Expr::Subquery(ref subquery) => {
-            assert_change_log_ctes(&cte_sqls, subquery.as_ref());
+            assert_changelog_ctes(&cte_sqls, subquery.as_ref());
         }
         _ => panic!("expected subquery"),
     }
@@ -2788,21 +2788,21 @@ fn parse_change_log_ctes() {
     let select = verified_only_select(sql);
     match only(select.from).relation {
         TableFactor::Derived { subquery, .. } => {
-            assert_change_log_ctes(&cte_sqls, subquery.as_ref())
+            assert_changelog_ctes(&cte_sqls, subquery.as_ref())
         }
         _ => panic!("expected derived table"),
     }
     // CTE in a view
     let sql = &format!("CREATE VIEW v AS {}", with);
     match verified_stmt(sql) {
-        Statement::CreateView { query, .. } => assert_change_log_ctes(&cte_sqls, &query),
+        Statement::CreateView { query, .. } => assert_changelog_ctes(&cte_sqls, &query),
         _ => panic!("expected CREATE VIEW"),
     }
     // CTE in a CTE...
     let sql = &format!("WITH outer_cte AS ({}) SELECT * FROM outer_cte", with);
     let select = verified_query(sql);
     if let CteInner::Query(query) = &only(&select.with.unwrap().cte_tables).cte_inner {
-        assert_change_log_ctes(&cte_sqls, query);
+        assert_changelog_ctes(&cte_sqls, query);
     } else {
         panic!("expected CteInner::Query")
     }
@@ -2824,12 +2824,12 @@ fn parse_cte_renamed_columns() {
             .columns
     );
 
-    let sql_change_log = "WITH cte (col1, col2) AS changelog from baz SELECT * FROM cte";
+    let sql_changelog = "WITH cte (col1, col2) AS changelog from baz SELECT * FROM cte";
 
-    let query_change_log = verified_query(sql_change_log);
+    let query_changelog = verified_query(sql_changelog);
     assert_eq!(
         vec![Ident::new_unchecked("col1"), Ident::new_unchecked("col2")],
-        query_change_log
+        query_changelog
             .with
             .unwrap()
             .cte_tables
diff --git a/src/sqlparser/tests/testdata/select.yaml b/src/sqlparser/tests/testdata/select.yaml
index ad97f6568787b..781f65760258a 100644
--- a/src/sqlparser/tests/testdata/select.yaml
+++ b/src/sqlparser/tests/testdata/select.yaml
@@ -93,7 +93,18 @@
                             ^
 - input: SELECT timestamp with time zone '2022-10-01 12:00:00Z' AT TIME ZONE 'US/Pacific'
   formatted_sql: SELECT TIMESTAMP WITH TIME ZONE '2022-10-01 12:00:00Z' AT TIME ZONE 'US/Pacific'
-  formatted_ast: 'Query(Query { with: None, body: Select(Select { distinct: All, projection: [UnnamedExpr(AtTimeZone { timestamp: TypedString { data_type: Timestamp(true), value: "2022-10-01 12:00:00Z" }, time_zone: "US/Pacific" })], from: [], lateral_views: [], selection: None, group_by: [], having: None }), order_by: [], limit: None, offset: None, fetch: None })'
+  formatted_ast: 'Query(Query { with: None, body: Select(Select { distinct: All, projection: [UnnamedExpr(AtTimeZone { timestamp: TypedString { data_type: Timestamp(true), value: "2022-10-01 12:00:00Z" }, time_zone: Value(SingleQuotedString("US/Pacific")) })], from: [], lateral_views: [], selection: None, group_by: [], having: None }), order_by: [], limit: None, offset: None, fetch: None })'
+- input: SELECT timestamp with time zone '2022-10-01 12:00:00Z' AT TIME ZONE zone
+  formatted_sql: SELECT TIMESTAMP WITH TIME ZONE '2022-10-01 12:00:00Z' AT TIME ZONE zone
+  formatted_ast: 'Query(Query { with: None, body: Select(Select { distinct: All, projection: [UnnamedExpr(AtTimeZone { timestamp: TypedString { data_type: Timestamp(true), value: "2022-10-01 12:00:00Z" }, time_zone: Identifier(Ident { value: "zone", quote_style: None }) })], from: [], lateral_views: [], selection: None, group_by: [], having: None }), order_by: [], limit: None, offset: None, fetch: None })'
+# https://www.postgresql.org/message-id/CADT4RqBPdbsZW7HS1jJP319TMRHs1hzUiP=iRJYR6UqgHCrgNQ@mail.gmail.com
+- input: SELECT now() + INTERVAL '14 days' AT TIME ZONE 'UTC';
+  formatted_sql: SELECT now() + INTERVAL '14 days' AT TIME ZONE 'UTC'
+  formatted_ast: 'Query(Query { with: None, body: Select(Select { distinct: All, projection: [UnnamedExpr(BinaryOp { left: Function(Function { name: ObjectName([Ident { value: "now", quote_style: None }]), args: [], variadic: false, over: None, distinct: false, order_by: [], filter: None, within_group: None }), op: Plus, right: AtTimeZone { timestamp: Value(Interval { value: "14 days", leading_field: None, leading_precision: None, last_field: None, fractional_seconds_precision: None }), time_zone: Value(SingleQuotedString("UTC")) } })], from: [], lateral_views: [], selection: None, group_by: [], having: None }), order_by: [], limit: None, offset: None, fetch: None })'
+# https://github.com/sqlparser-rs/sqlparser-rs/issues/1266
+- input: SELECT c FROM t WHERE c >= '2019-03-27T22:00:00.000Z'::timestamp AT TIME ZONE 'Europe/Brussels';
+  formatted_sql: SELECT c FROM t WHERE c >= CAST('2019-03-27T22:00:00.000Z' AS TIMESTAMP) AT TIME ZONE 'Europe/Brussels'
+  formatted_ast: 'Query(Query { with: None, body: Select(Select { distinct: All, projection: [UnnamedExpr(Identifier(Ident { value: "c", quote_style: None }))], from: [TableWithJoins { relation: Table { name: ObjectName([Ident { value: "t", quote_style: None }]), alias: None, as_of: None }, joins: [] }], lateral_views: [], selection: Some(BinaryOp { left: Identifier(Ident { value: "c", quote_style: None }), op: GtEq, right: AtTimeZone { timestamp: Cast { expr: Value(SingleQuotedString("2019-03-27T22:00:00.000Z")), data_type: Timestamp(false) }, time_zone: Value(SingleQuotedString("Europe/Brussels")) } }), group_by: [], having: None }), order_by: [], limit: None, offset: None, fetch: None })'
 - input: SELECT 0c6
   error_msg: |-
     sql parser error: trailing junk after numeric literal at line 1, column 9
diff --git a/src/storage/Cargo.toml b/src/storage/Cargo.toml
index b3664706dab6a..0dc4bd8b088f1 100644
--- a/src/storage/Cargo.toml
+++ b/src/storage/Cargo.toml
@@ -33,7 +33,7 @@ futures-async-stream = { workspace = true }
 hex = "0.4"
 itertools = { workspace = true }
 libc = "0.2"
-lz4 = "1.24.0"
+lz4 = "1.25.0"
 memcomparable = "0.2"
 metrics-prometheus = "0.7"
 more-asserts = "0.3"
diff --git a/src/storage/backup/integration_tests/common.sh b/src/storage/backup/integration_tests/common.sh
index 6ac011f8d44e1..d28ab1b9a9827 100644
--- a/src/storage/backup/integration_tests/common.sh
+++ b/src/storage/backup/integration_tests/common.sh
@@ -156,13 +156,15 @@ function execute_sql_and_expect() {
 }
 
 function get_max_committed_epoch() {
-  mce=$(${BACKUP_TEST_RW_ALL_IN_ONE} risectl hummock list-version --verbose 2>&1 | grep max_committed_epoch | sed -n 's/^.*max_committed_epoch: \(.*\),/\1/p')
-  echo "${mce}"
+  mce=$(${BACKUP_TEST_RW_ALL_IN_ONE} risectl hummock list-version --verbose 2>&1 | grep committed_epoch | sed -n 's/^.*committed_epoch: \(.*\),/\1/p')
+  # always take the smallest one
+  echo "${mce}"|sort -n |head -n 1
 }
 
 function get_safe_epoch() {
   safe_epoch=$(${BACKUP_TEST_RW_ALL_IN_ONE} risectl hummock list-version --verbose 2>&1 | grep safe_epoch | sed -n 's/^.*safe_epoch: \(.*\),/\1/p')
-  echo "${safe_epoch}"
+  # always take the largest one
+  echo "${safe_epoch}"|sort -n -r |head -n 1
 }
 
 function get_total_sst_count() {
@@ -171,17 +173,13 @@ function get_total_sst_count() {
 }
 
 function get_max_committed_epoch_in_backup() {
-  local id
-  id=$1
-  sed_str="s/.*{\"id\":${id},\"hummock_version_id\":.*,\"ssts\":\[.*\],\"max_committed_epoch\":\([[:digit:]]*\),\"safe_epoch\":.*}.*/\1/p"
+  sed_str="s/.*\"state_table_info\":{\"[[:digit:]]*\":{\"committedEpoch\":\"\([[:digit:]]*\)\",\"safeEpoch\":\"\([[:digit:]]*\)\".*/\1/p"
   ${BACKUP_TEST_MCLI} -C "${BACKUP_TEST_MCLI_CONFIG}" \
   cat "hummock-minio/hummock001/backup/manifest.json" | sed -n "${sed_str}"
 }
 
 function get_safe_epoch_in_backup() {
-  local id
-  id=$1
-  sed_str="s/.*{\"id\":${id},\"hummock_version_id\":.*,\"ssts\":\[.*\],\"max_committed_epoch\":.*,\"safe_epoch\":\([[:digit:]]*\).*}.*/\1/p"
+  sed_str="s/.*\"state_table_info\":{\"[[:digit:]]*\":{\"committedEpoch\":\"\([[:digit:]]*\)\",\"safeEpoch\":\"\([[:digit:]]*\)\".*/\2/p"
   ${BACKUP_TEST_MCLI} -C "${BACKUP_TEST_MCLI_CONFIG}" \
   cat "hummock-minio/hummock001/backup/manifest.json" | sed -n "${sed_str}"
 }
diff --git a/src/storage/backup/integration_tests/test_query_backup.sh b/src/storage/backup/integration_tests/test_query_backup.sh
index b08216267f27d..dbba68c7e8564 100644
--- a/src/storage/backup/integration_tests/test_query_backup.sh
+++ b/src/storage/backup/integration_tests/test_query_backup.sh
@@ -24,8 +24,8 @@ select * from t1;
 
 job_id=$(backup)
 echo "${job_id}"
-backup_mce=$(get_max_committed_epoch_in_backup "${job_id}")
-backup_safe_epoch=$(get_safe_epoch_in_backup "${job_id}")
+backup_mce=$(get_max_committed_epoch_in_backup)
+backup_safe_epoch=$(get_safe_epoch_in_backup)
 echo "backup MCE: ${backup_mce}"
 echo "backup safe_epoch: ${backup_safe_epoch}"
 
@@ -55,10 +55,10 @@ do
   sleep 5
   min_pinned_snapshot=$(get_min_pinned_snapshot)
 done
-# safe epoch equals to 0 because no compaction has been done
+# safe epoch equals to backup_safe_epoch because no compaction has been done
 safe_epoch=$(get_safe_epoch)
 echo "safe epoch after unpin: ${safe_epoch}"
-[ "${safe_epoch}" -eq 0 ]
+[ "${safe_epoch}" -eq "${backup_safe_epoch}" ]
 # trigger a compaction to increase safe_epoch
 manual_compaction -c 3 -l 0
 # wait until compaction is done
@@ -68,6 +68,7 @@ do
   sleep 5
 done
 echo "safe epoch after compaction: ${safe_epoch}"
+[ "${safe_epoch}" -gt "${backup_safe_epoch}" ]
 
 echo "QUERY_EPOCH=safe_epoch. It should fail because it's not covered by any backup"
 execute_sql_and_expect \
@@ -83,7 +84,6 @@ select * from t1;" \
 
 echo "QUERY_EPOCH=backup_safe_epoch + 1<<16 + 1, it's < safe_epoch but covered by backup"
 epoch=$((backup_safe_epoch + (1<<16) + 1))
-[ ${epoch} -eq 65537 ]
 execute_sql_and_expect \
 "SET QUERY_EPOCH TO ${epoch};
 select * from t1;" \
diff --git a/src/storage/backup/src/lib.rs b/src/storage/backup/src/lib.rs
index a1acfde20e400..6b569277c54dd 100644
--- a/src/storage/backup/src/lib.rs
+++ b/src/storage/backup/src/lib.rs
@@ -32,13 +32,16 @@ pub mod meta_snapshot_v1;
 pub mod meta_snapshot_v2;
 pub mod storage;
 
-use std::collections::HashSet;
+use std::collections::{HashMap, HashSet};
 use std::hash::Hasher;
 
 use itertools::Itertools;
+use risingwave_common::catalog::TableId;
+use risingwave_common::RW_VERSION;
 use risingwave_hummock_sdk::version::HummockVersion;
 use risingwave_hummock_sdk::{HummockSstableObjectId, HummockVersionId};
 use risingwave_pb::backup_service::{PbMetaSnapshotManifest, PbMetaSnapshotMetadata};
+use risingwave_pb::hummock::PbStateTableInfo;
 use serde::{Deserialize, Serialize};
 
 use crate::error::{BackupError, BackupResult};
@@ -57,6 +60,9 @@ pub struct MetaSnapshotMetadata {
     #[serde(default)]
     pub format_version: u32,
     pub remarks: Option<String>,
+    #[serde(with = "table_id_key_map")]
+    pub state_table_info: HashMap<TableId, PbStateTableInfo>,
+    pub rw_version: Option<String>,
 }
 
 impl MetaSnapshotMetadata {
@@ -71,9 +77,11 @@ impl MetaSnapshotMetadata {
             hummock_version_id: v.id,
             ssts: v.get_object_ids(),
             max_committed_epoch: v.max_committed_epoch,
-            safe_epoch: v.safe_epoch,
+            safe_epoch: v.visible_table_safe_epoch(),
             format_version,
             remarks,
+            state_table_info: v.state_table_info.info().clone(),
+            rw_version: Some(RW_VERSION.to_owned()),
         }
     }
 }
@@ -112,6 +120,12 @@ impl From<&MetaSnapshotMetadata> for PbMetaSnapshotMetadata {
             safe_epoch: m.safe_epoch,
             format_version: Some(m.format_version),
             remarks: m.remarks.clone(),
+            state_table_info: m
+                .state_table_info
+                .iter()
+                .map(|(t, i)| (t.table_id, i.clone()))
+                .collect(),
+            rw_version: m.rw_version.clone(),
         }
     }
 }
@@ -124,3 +138,40 @@ impl From<&MetaSnapshotManifest> for PbMetaSnapshotManifest {
         }
     }
 }
+
+mod table_id_key_map {
+    use std::collections::HashMap;
+    use std::str::FromStr;
+
+    use risingwave_common::catalog::TableId;
+    use risingwave_pb::hummock::PbStateTableInfo;
+    use serde::{Deserialize, Deserializer, Serialize, Serializer};
+
+    pub fn serialize<S>(
+        map: &HashMap<TableId, PbStateTableInfo>,
+        serializer: S,
+    ) -> Result<S::Ok, S::Error>
+    where
+        S: Serializer,
+    {
+        let map_as_str: HashMap<String, &PbStateTableInfo> =
+            map.iter().map(|(k, v)| (k.to_string(), v)).collect();
+        map_as_str.serialize(serializer)
+    }
+
+    pub fn deserialize<'de, D>(
+        deserializer: D,
+    ) -> Result<HashMap<TableId, PbStateTableInfo>, D::Error>
+    where
+        D: Deserializer<'de>,
+    {
+        let map_as_str: HashMap<String, PbStateTableInfo> = HashMap::deserialize(deserializer)?;
+        map_as_str
+            .into_iter()
+            .map(|(k, v)| {
+                let key = u32::from_str(&k).map_err(serde::de::Error::custom)?;
+                Ok((TableId::new(key), v))
+            })
+            .collect()
+    }
+}
diff --git a/src/storage/backup/src/meta_snapshot_v2.rs b/src/storage/backup/src/meta_snapshot_v2.rs
index feb5f12540d03..bec07a80cf19d 100644
--- a/src/storage/backup/src/meta_snapshot_v2.rs
+++ b/src/storage/backup/src/meta_snapshot_v2.rs
@@ -16,7 +16,6 @@ use std::fmt::{Display, Formatter};
 
 use bytes::{Buf, BufMut};
 use risingwave_hummock_sdk::version::HummockVersion;
-use risingwave_meta_model_v2 as model_v2;
 use serde::{Deserialize, Serialize};
 
 use crate::meta_snapshot::{MetaSnapshot, Metadata};
@@ -29,39 +28,100 @@ impl From<serde_json::Error> for BackupError {
     }
 }
 
-#[derive(Default)]
-pub struct MetadataV2 {
-    pub seaql_migrations: Vec<model_v2::serde_seaql_migration::Model>,
-    pub hummock_version: HummockVersion,
-    pub version_stats: Vec<model_v2::hummock_version_stats::Model>,
-    pub compaction_configs: Vec<model_v2::compaction_config::Model>,
-    pub actors: Vec<model_v2::actor::Model>,
-    pub clusters: Vec<model_v2::cluster::Model>,
-    pub actor_dispatchers: Vec<model_v2::actor_dispatcher::Model>,
-    pub catalog_versions: Vec<model_v2::catalog_version::Model>,
-    pub connections: Vec<model_v2::connection::Model>,
-    pub databases: Vec<model_v2::database::Model>,
-    pub fragments: Vec<model_v2::fragment::Model>,
-    pub functions: Vec<model_v2::function::Model>,
-    pub indexes: Vec<model_v2::index::Model>,
-    pub objects: Vec<model_v2::object::Model>,
-    pub object_dependencies: Vec<model_v2::object_dependency::Model>,
-    pub schemas: Vec<model_v2::schema::Model>,
-    pub sinks: Vec<model_v2::sink::Model>,
-    pub sources: Vec<model_v2::source::Model>,
-    pub streaming_jobs: Vec<model_v2::streaming_job::Model>,
-    pub subscriptions: Vec<model_v2::subscription::Model>,
-    pub system_parameters: Vec<model_v2::system_parameter::Model>,
-    pub tables: Vec<model_v2::table::Model>,
-    pub users: Vec<model_v2::user::Model>,
-    pub user_privileges: Vec<model_v2::user_privilege::Model>,
-    pub views: Vec<model_v2::view::Model>,
-    pub workers: Vec<model_v2::worker::Model>,
-    pub worker_properties: Vec<model_v2::worker_property::Model>,
-    pub hummock_sequences: Vec<model_v2::hummock_sequence::Model>,
-    pub session_parameters: Vec<model_v2::session_parameter::Model>,
+/// Add new item in the end. Do not change the order.
+#[macro_export]
+macro_rules! for_all_metadata_models_v2 {
+    ($macro:ident) => {
+        $macro! {
+            {seaql_migrations, risingwave_meta_model_v2::serde_seaql_migration},
+            {version_stats, risingwave_meta_model_v2::hummock_version_stats},
+            {compaction_configs, risingwave_meta_model_v2::compaction_config},
+            {actors, risingwave_meta_model_v2::actor},
+            {clusters, risingwave_meta_model_v2::cluster},
+            {actor_dispatchers, risingwave_meta_model_v2::actor_dispatcher},
+            {catalog_versions, risingwave_meta_model_v2::catalog_version},
+            {connections, risingwave_meta_model_v2::connection},
+            {databases, risingwave_meta_model_v2::database},
+            {fragments, risingwave_meta_model_v2::fragment},
+            {functions, risingwave_meta_model_v2::function},
+            {indexes, risingwave_meta_model_v2::index},
+            {objects, risingwave_meta_model_v2::object},
+            {object_dependencies, risingwave_meta_model_v2::object_dependency},
+            {schemas, risingwave_meta_model_v2::schema},
+            {sinks, risingwave_meta_model_v2::sink},
+            {sources, risingwave_meta_model_v2::source},
+            {streaming_jobs, risingwave_meta_model_v2::streaming_job},
+            {subscriptions, risingwave_meta_model_v2::subscription},
+            {system_parameters, risingwave_meta_model_v2::system_parameter},
+            {tables, risingwave_meta_model_v2::table},
+            {users, risingwave_meta_model_v2::user},
+            {user_privileges, risingwave_meta_model_v2::user_privilege},
+            {views, risingwave_meta_model_v2::view},
+            {workers, risingwave_meta_model_v2::worker},
+            {worker_properties, risingwave_meta_model_v2::worker_property},
+            {hummock_sequences, risingwave_meta_model_v2::hummock_sequence},
+            {session_parameters, risingwave_meta_model_v2::session_parameter},
+            {secrets, risingwave_meta_model_v2::secret}
+        }
+    };
 }
 
+macro_rules! define_metadata_v2 {
+    ($({ $name:ident, $mod_path:ident::$mod_name:ident }),*) => {
+        #[derive(Default)]
+        pub struct MetadataV2 {
+            pub hummock_version: HummockVersion,
+            $(
+                pub $name: Vec<$mod_path::$mod_name::Model>,
+            )*
+        }
+    };
+}
+
+for_all_metadata_models_v2!(define_metadata_v2);
+
+macro_rules! define_encode_metadata {
+    ($( {$name:ident, $mod_path:ident::$mod_name:ident} ),*) => {
+        fn encode_metadata(
+          metadata: &MetadataV2,
+          buf: &mut Vec<u8>,
+        ) -> BackupResult<()> {
+            let mut _idx = 0;
+            $(
+                if _idx == 1 {
+                    put_1(buf, &metadata.hummock_version.to_protobuf())?;
+                }
+                put_n(buf, &metadata.$name)?;
+                _idx += 1;
+            )*
+            Ok(())
+        }
+    };
+}
+
+for_all_metadata_models_v2!(define_encode_metadata);
+
+macro_rules! define_decode_metadata {
+    ($( {$name:ident, $mod_path:ident::$mod_name:ident} ),*) => {
+        fn decode_metadata(
+          metadata: &mut MetadataV2,
+          mut buf: &[u8],
+        ) -> BackupResult<()> {
+            let mut _idx = 0;
+            $(
+                if _idx == 1 {
+                    metadata.hummock_version = HummockVersion::from_persisted_protobuf(&get_1(&mut buf)?);
+                }
+                metadata.$name = get_n(&mut buf)?;
+                _idx += 1;
+            )*
+            Ok(())
+        }
+    };
+}
+
+for_all_metadata_models_v2!(define_decode_metadata);
+
 impl Display for MetadataV2 {
     fn fmt(&self, f: &mut Formatter<'_>) -> std::fmt::Result {
         writeln!(f, "clusters: {:#?}", self.clusters)?;
@@ -77,102 +137,16 @@ impl Display for MetadataV2 {
 
 impl Metadata for MetadataV2 {
     fn encode_to(&self, buf: &mut Vec<u8>) -> BackupResult<()> {
-        put_n(buf, &self.seaql_migrations)?;
-        put_1(buf, &self.hummock_version.to_protobuf())?;
-        put_n(buf, &self.version_stats)?;
-        put_n(buf, &self.compaction_configs)?;
-        put_n(buf, &self.actors)?;
-        put_n(buf, &self.clusters)?;
-        put_n(buf, &self.actor_dispatchers)?;
-        put_n(buf, &self.catalog_versions)?;
-        put_n(buf, &self.connections)?;
-        put_n(buf, &self.databases)?;
-        put_n(buf, &self.fragments)?;
-        put_n(buf, &self.functions)?;
-        put_n(buf, &self.indexes)?;
-        put_n(buf, &self.objects)?;
-        put_n(buf, &self.object_dependencies)?;
-        put_n(buf, &self.schemas)?;
-        put_n(buf, &self.sinks)?;
-        put_n(buf, &self.sources)?;
-        put_n(buf, &self.streaming_jobs)?;
-        put_n(buf, &self.subscriptions)?;
-        put_n(buf, &self.system_parameters)?;
-        put_n(buf, &self.tables)?;
-        put_n(buf, &self.users)?;
-        put_n(buf, &self.user_privileges)?;
-        put_n(buf, &self.views)?;
-        put_n(buf, &self.workers)?;
-        put_n(buf, &self.worker_properties)?;
-        put_n(buf, &self.hummock_sequences)?;
-        put_n(buf, &self.session_parameters)?;
-        Ok(())
+        encode_metadata(self, buf)
     }
 
-    fn decode(mut buf: &[u8]) -> BackupResult<Self>
+    fn decode(buf: &[u8]) -> BackupResult<Self>
     where
         Self: Sized,
     {
-        let seaql_migrations = get_n(&mut buf)?;
-        let pb_hummock_version = get_1(&mut buf)?;
-        let version_stats = get_n(&mut buf)?;
-        let compaction_configs = get_n(&mut buf)?;
-        let actors = get_n(&mut buf)?;
-        let clusters = get_n(&mut buf)?;
-        let actor_dispatchers = get_n(&mut buf)?;
-        let catalog_versions = get_n(&mut buf)?;
-        let connections = get_n(&mut buf)?;
-        let databases = get_n(&mut buf)?;
-        let fragments = get_n(&mut buf)?;
-        let functions = get_n(&mut buf)?;
-        let indexes = get_n(&mut buf)?;
-        let objects = get_n(&mut buf)?;
-        let object_dependencies = get_n(&mut buf)?;
-        let schemas = get_n(&mut buf)?;
-        let sinks = get_n(&mut buf)?;
-        let sources = get_n(&mut buf)?;
-        let streaming_jobs = get_n(&mut buf)?;
-        let subscriptions = get_n(&mut buf)?;
-        let system_parameters = get_n(&mut buf)?;
-        let tables = get_n(&mut buf)?;
-        let users = get_n(&mut buf)?;
-        let user_privileges = get_n(&mut buf)?;
-        let views = get_n(&mut buf)?;
-        let workers = get_n(&mut buf)?;
-        let worker_properties = get_n(&mut buf)?;
-        let hummock_sequences = get_n(&mut buf)?;
-        let session_parameters = get_n(&mut buf)?;
-        Ok(Self {
-            seaql_migrations,
-            hummock_version: HummockVersion::from_persisted_protobuf(&pb_hummock_version),
-            version_stats,
-            compaction_configs,
-            actors,
-            clusters,
-            actor_dispatchers,
-            catalog_versions,
-            connections,
-            databases,
-            fragments,
-            functions,
-            indexes,
-            objects,
-            object_dependencies,
-            schemas,
-            sinks,
-            sources,
-            streaming_jobs,
-            subscriptions,
-            system_parameters,
-            tables,
-            users,
-            user_privileges,
-            views,
-            workers,
-            worker_properties,
-            hummock_sequences,
-            session_parameters,
-        })
+        let mut metadata = Self::default();
+        decode_metadata(&mut metadata, buf)?;
+        Ok(metadata)
     }
 
     fn hummock_version_ref(&self) -> &HummockVersion {
diff --git a/src/storage/benches/bench_compactor.rs b/src/storage/benches/bench_compactor.rs
index 085fb722ec604..08da1438709c5 100644
--- a/src/storage/benches/bench_compactor.rs
+++ b/src/storage/benches/bench_compactor.rs
@@ -58,14 +58,14 @@ pub async fn mock_sstable_store() -> SstableStoreRef {
     );
     let store = Arc::new(ObjectStoreImpl::InMem(store));
     let path = "test".to_string();
-    let meta_cache_v2 = HybridCacheBuilder::new()
+    let meta_cache = HybridCacheBuilder::new()
         .memory(64 << 20)
         .with_shards(2)
         .storage()
         .build()
         .await
         .unwrap();
-    let block_cache_v2 = HybridCacheBuilder::new()
+    let block_cache = HybridCacheBuilder::new()
         .memory(128 << 20)
         .with_shards(2)
         .storage()
@@ -80,9 +80,10 @@ pub async fn mock_sstable_store() -> SstableStoreRef {
         max_prefetch_block_number: 16,
         recent_filter: None,
         state_store_metrics: Arc::new(global_hummock_state_store_metrics(MetricLevel::Disabled)),
+        use_new_object_prefix_strategy: true,
 
-        meta_cache_v2,
-        block_cache_v2,
+        meta_cache,
+        block_cache,
     }))
 }
 
diff --git a/src/storage/benches/bench_multi_builder.rs b/src/storage/benches/bench_multi_builder.rs
index 8d96001d2db7c..08d744189a1d8 100644
--- a/src/storage/benches/bench_multi_builder.rs
+++ b/src/storage/benches/bench_multi_builder.rs
@@ -21,8 +21,6 @@ use std::time::Duration;
 
 use criterion::{criterion_group, criterion_main, Criterion};
 use foyer::HybridCacheBuilder;
-use futures::future::try_join_all;
-use itertools::Itertools;
 use rand::random;
 use risingwave_common::catalog::TableId;
 use risingwave_common::config::{MetricLevel, ObjectStoreConfig};
@@ -118,28 +116,25 @@ async fn build_tables<F: SstableWriterFactory>(
             .await
             .unwrap();
     }
-    let split_table_outputs = builder.finish().await.unwrap();
-    let ssts = split_table_outputs
-        .iter()
-        .map(|handle| handle.sst_info.sst_info.clone())
-        .collect_vec();
-    let join_handles = split_table_outputs
+
+    builder
+        .finish()
+        .await
+        .unwrap()
         .into_iter()
-        .map(|o| o.upload_join_handle)
-        .collect_vec();
-    try_join_all(join_handles).await.unwrap();
-    ssts
+        .map(|info| info.sst_info)
+        .collect()
 }
 
 async fn generate_sstable_store(object_store: Arc<ObjectStoreImpl>) -> Arc<SstableStore> {
-    let meta_cache_v2 = HybridCacheBuilder::new()
+    let meta_cache = HybridCacheBuilder::new()
         .memory(64 << 20)
         .with_shards(2)
         .storage()
         .build()
         .await
         .unwrap();
-    let block_cache_v2 = HybridCacheBuilder::new()
+    let block_cache = HybridCacheBuilder::new()
         .memory(128 << 20)
         .with_shards(2)
         .storage()
@@ -153,16 +148,17 @@ async fn generate_sstable_store(object_store: Arc<ObjectStoreImpl>) -> Arc<Sstab
         max_prefetch_block_number: 16,
         recent_filter: None,
         state_store_metrics: Arc::new(global_hummock_state_store_metrics(MetricLevel::Disabled)),
-        meta_cache_v2,
-        block_cache_v2,
+        use_new_object_prefix_strategy: true,
+        meta_cache,
+        block_cache,
     }))
 }
 
 fn bench_builder(
     c: &mut Criterion,
-    bucket: &str,
     capacity_mb: usize,
     enable_streaming_upload: bool,
+    local: bool,
 ) {
     let runtime = tokio::runtime::Builder::new_current_thread()
         .enable_all()
@@ -170,13 +166,28 @@ fn bench_builder(
         .unwrap();
 
     let metrics = Arc::new(ObjectStoreMetrics::unused());
-
     let default_config = Arc::new(ObjectStoreConfig::default());
+
     let object_store = runtime.block_on(async {
-        S3ObjectStore::new_with_config(bucket.to_string(), metrics.clone(), default_config.clone())
+        if local {
+            S3ObjectStore::new_minio_engine(
+                "minio://hummockadmin:hummockadmin@127.0.0.1:9301/hummock001",
+                metrics.clone(),
+                default_config.clone(),
+            )
             .await
             .monitored(metrics, default_config)
+        } else {
+            S3ObjectStore::new_with_config(
+                env::var("S3_BUCKET").unwrap(),
+                metrics.clone(),
+                default_config.clone(),
+            )
+            .await
+            .monitored(metrics, default_config)
+        }
     });
+
     let object_store = Arc::new(ObjectStoreImpl::S3(object_store));
 
     let sstable_store = runtime.block_on(async { generate_sstable_store(object_store).await });
@@ -216,10 +227,11 @@ fn bench_builder(
 // SST size: 4, 32, 64, 128, 256MiB
 fn bench_multi_builder(c: &mut Criterion) {
     let sst_capacities = vec![4, 32, 64, 128, 256];
-    let bucket = env::var("S3_BUCKET").unwrap();
+    let is_local_test = env::var("LOCAL_TEST").is_ok();
+
     for capacity in sst_capacities {
-        bench_builder(c, &bucket, capacity, false);
-        bench_builder(c, &bucket, capacity, true);
+        bench_builder(c, capacity, false, is_local_test);
+        bench_builder(c, capacity, true, is_local_test);
     }
 }
 
diff --git a/src/storage/benches/bench_table_watermarks.rs b/src/storage/benches/bench_table_watermarks.rs
index 11ec3c4bdcb54..f1fdf66c2f895 100644
--- a/src/storage/benches/bench_table_watermarks.rs
+++ b/src/storage/benches/bench_table_watermarks.rs
@@ -15,7 +15,7 @@
 #![feature(lazy_cell)]
 
 use std::collections::hash_map::Entry;
-use std::collections::{HashMap, VecDeque};
+use std::collections::{HashMap, HashSet, VecDeque};
 use std::sync::{Arc, LazyLock};
 
 use bytes::Bytes;
@@ -25,11 +25,13 @@ use risingwave_common::buffer::{Bitmap, BitmapBuilder};
 use risingwave_common::catalog::TableId;
 use risingwave_common::hash::VirtualNode;
 use risingwave_common::util::epoch::test_epoch;
+use risingwave_hummock_sdk::compaction_group::StaticCompactionGroupId;
 use risingwave_hummock_sdk::table_watermark::{
     TableWatermarks, TableWatermarksIndex, VnodeWatermark, WatermarkDirection,
 };
-use risingwave_hummock_sdk::version::HummockVersion;
+use risingwave_hummock_sdk::version::{HummockVersion, HummockVersionStateTableInfo};
 use risingwave_hummock_sdk::HummockEpoch;
+use risingwave_pb::hummock::StateTableInfoDelta;
 use risingwave_storage::hummock::local_version::pinned_version::PinnedVersion;
 use spin::Mutex;
 use tokio::sync::mpsc::unbounded_channel;
@@ -115,17 +117,31 @@ fn gen_version(
         new_epoch_idx,
         vnode_part_count,
     ));
-    // let table_watermarks =
-    //     gen_committed_table_watermarks(old_epoch_idx, new_epoch_idx, vnode_part_count);
-    HummockVersion {
-        id: new_epoch_idx as _,
-        max_committed_epoch: test_epoch(new_epoch_idx as _),
-        safe_epoch: test_epoch(old_epoch_idx as _),
-        table_watermarks: (0..table_count)
-            .map(|table_id| (TableId::new(table_id as _), table_watermarks.clone()))
+    let mut version = HummockVersion::default();
+    let committed_epoch = test_epoch(new_epoch_idx as _);
+    version.id = new_epoch_idx as _;
+    version.max_committed_epoch = committed_epoch;
+    version.table_watermarks = (0..table_count)
+        .map(|table_id| (TableId::new(table_id as _), table_watermarks.clone()))
+        .collect();
+    let mut state_table_info = HummockVersionStateTableInfo::empty();
+    state_table_info.apply_delta(
+        &(0..table_count)
+            .map(|table_id| {
+                (
+                    TableId::new(table_id as _),
+                    StateTableInfoDelta {
+                        committed_epoch,
+                        safe_epoch: test_epoch(old_epoch_idx as _),
+                        compaction_group_id: StaticCompactionGroupId::StateDefault as _,
+                    },
+                )
+            })
             .collect(),
-        ..Default::default()
-    }
+        &HashSet::new(),
+    );
+    version.state_table_info = state_table_info;
+    version
 }
 
 fn bench_table_watermarks(c: &mut Criterion) {
diff --git a/src/storage/compactor/src/server.rs b/src/storage/compactor/src/server.rs
index e11491fe0360b..41091e142b838 100644
--- a/src/storage/compactor/src/server.rs
+++ b/src/storage/compactor/src/server.rs
@@ -132,6 +132,7 @@ pub async fn prepare_start_parameters(
             storage_opts.data_directory.to_string(),
             0,
             meta_cache_capacity_bytes,
+            system_params_reader.use_new_object_prefix_strategy(),
         )
         .await
         // FIXME(MrCroxx): Handle this error.
diff --git a/src/storage/hummock_sdk/src/compact.rs b/src/storage/hummock_sdk/src/compact.rs
index f251e89b8091a..d6824ab646c43 100644
--- a/src/storage/hummock_sdk/src/compact.rs
+++ b/src/storage/hummock_sdk/src/compact.rs
@@ -185,7 +185,6 @@ pub fn estimate_memory_for_compact_task(
     block_size: u64,
     recv_buffer_size: u64,
     sst_capacity: u64,
-    support_streaming_upload: bool,
 ) -> u64 {
     let mut result = 0;
     // When building the SstableStreamIterator, sstable_syncable will fetch the SstableMeta and seek
@@ -223,12 +222,10 @@ pub fn estimate_memory_for_compact_task(
     // output
     // builder will maintain SstableInfo + block_builder(block) + writer (block to vec)
     let estimated_meta_size = sst_capacity * task_max_sst_meta_ratio / 100;
-    if support_streaming_upload {
-        result += estimated_meta_size + 2 * block_size
-    } else {
-        result += estimated_meta_size + sst_capacity; // Use sst_capacity to avoid BatchUploader
-                                                      // memory bursts.
-    }
+
+    // FIXME: sst_capacity is the upper bound of the memory usage of the streaming sstable uploader
+    // A more reasonable memory limit method needs to be adopted, this is just a temporary fix.
+    result += estimated_meta_size + sst_capacity;
 
     result
 }
diff --git a/src/storage/hummock_sdk/src/compaction_group/hummock_version_ext.rs b/src/storage/hummock_sdk/src/compaction_group/hummock_version_ext.rs
index 52f3c1cb15ca1..1aba344e166a0 100644
--- a/src/storage/hummock_sdk/src/compaction_group/hummock_version_ext.rs
+++ b/src/storage/hummock_sdk/src/compaction_group/hummock_version_ext.rs
@@ -246,8 +246,15 @@ impl HummockVersion {
                 if !existing_table_ids.contains(&u32_table_id) {
                     None
                 } else {
-                    extract_single_table_watermark(table_watermarks, self.safe_epoch)
-                        .map(|table_watermarks| (table_id.table_id, table_watermarks))
+                    extract_single_table_watermark(
+                        table_watermarks,
+                        self.state_table_info
+                            .info()
+                            .get(table_id)
+                            .expect("table should exist")
+                            .safe_epoch,
+                    )
+                    .map(|table_watermarks| (table_id.table_id, table_watermarks))
                 }
             })
             .collect()
@@ -489,18 +496,40 @@ impl HummockVersion {
                 );
                 let parent_group_id = group_construct.parent_group_id;
                 new_levels.parent_group_id = parent_group_id;
+                #[expect(deprecated)]
+                // for backward-compatibility of previous hummock version delta
                 new_levels
                     .member_table_ids
                     .clone_from(&group_construct.table_ids);
                 self.levels.insert(*compaction_group_id, new_levels);
+                let member_table_ids =
+                    if group_construct.version >= CompatibilityVersion::NoMemberTableIds as _ {
+                        self.state_table_info
+                            .compaction_group_member_table_ids(*compaction_group_id)
+                            .iter()
+                            .map(|table_id| table_id.table_id)
+                            .collect()
+                    } else {
+                        #[expect(deprecated)]
+                        // for backward-compatibility of previous hummock version delta
+                        HashSet::from_iter(group_construct.table_ids.clone())
+                    };
+
                 self.init_with_parent_group(
                     parent_group_id,
                     *compaction_group_id,
-                    HashSet::from_iter(group_construct.table_ids.clone()),
+                    member_table_ids,
                     group_construct.get_new_sst_start_id(),
-                    group_construct.version() == CompatibilityVersion::VersionUnspecified,
+                    group_construct.version < CompatibilityVersion::NoTrivialSplit as _,
                 );
             } else if let Some(group_change) = &summary.group_table_change {
+                // TODO: may deprecate this branch? This enum variant is not created anywhere
+                assert!(
+                    group_change.version <= CompatibilityVersion::NoTrivialSplit as _,
+                    "DeltaType::GroupTableChange is not used anymore after CompatibilityVersion::NoMemberTableIds is added"
+                );
+                #[expect(deprecated)]
+                // for backward-compatibility of previous hummock version delta
                 self.init_with_parent_group(
                     group_change.origin_group_id,
                     group_change.target_group_id,
@@ -513,10 +542,14 @@ impl HummockVersion {
                     .levels
                     .get_mut(&group_change.origin_group_id)
                     .expect("compaction group should exist");
+                #[expect(deprecated)]
+                // for backward-compatibility of previous hummock version delta
                 let mut moving_tables = levels
                     .member_table_ids
                     .extract_if(|t| group_change.table_ids.contains(t))
                     .collect_vec();
+                #[expect(deprecated)]
+                // for backward-compatibility of previous hummock version delta
                 self.levels
                     .get_mut(compaction_group_id)
                     .expect("compaction group should exist")
@@ -529,6 +562,7 @@ impl HummockVersion {
                 .get_mut(compaction_group_id)
                 .expect("compaction group should exist");
 
+            #[expect(deprecated)] // for backward-compatibility of previous hummock version delta
             for group_meta_delta in &summary.group_meta_changes {
                 levels
                     .member_table_ids
@@ -576,7 +610,11 @@ impl HummockVersion {
                 }
             } else {
                 // `max_committed_epoch` is not changed. The delta is caused by compaction.
-                levels.apply_compact_ssts(summary);
+                levels.apply_compact_ssts(
+                    summary,
+                    self.state_table_info
+                        .compaction_group_member_table_ids(*compaction_group_id),
+                );
             }
             if has_destroy {
                 self.levels.remove(compaction_group_id);
@@ -584,7 +622,7 @@ impl HummockVersion {
         }
         self.id = version_delta.id;
         self.max_committed_epoch = version_delta.max_committed_epoch;
-        self.safe_epoch = version_delta.safe_epoch;
+        self.set_safe_epoch(version_delta.safe_epoch);
 
         // apply to table watermark
 
@@ -686,16 +724,6 @@ impl HummockVersion {
         }
     }
 
-    pub fn build_compaction_group_info(&self) -> HashMap<TableId, CompactionGroupId> {
-        let mut ret = HashMap::new();
-        for (compaction_group_id, levels) in &self.levels {
-            for table_id in &levels.member_table_ids {
-                ret.insert(TableId::new(*table_id), *compaction_group_id);
-            }
-        }
-        ret
-    }
-
     pub fn build_branched_sst_info(&self) -> BTreeMap<HummockSstableObjectId, BranchedSstInfo> {
         let mut ret: BTreeMap<_, _> = BTreeMap::new();
         for (compaction_group_id, group) in &self.levels {
@@ -750,7 +778,11 @@ impl Levels {
             .sum()
     }
 
-    pub fn apply_compact_ssts(&mut self, summary: GroupDeltasSummary) {
+    pub fn apply_compact_ssts(
+        &mut self,
+        summary: GroupDeltasSummary,
+        member_table_ids: &BTreeSet<TableId>,
+    ) {
         let GroupDeltasSummary {
             delete_sst_levels,
             delete_sst_ids_set,
@@ -803,9 +835,11 @@ impl Levels {
                     insert_sub_level_id, delete_sst_ids_set, l0.sub_levels.iter().map(|level| level.sub_level_id).collect_vec()
                 );
                 if l0.sub_levels[index].table_infos.is_empty()
-                    && self.member_table_ids.len() == 1
+                    && member_table_ids.len() == 1
                     && insert_table_infos.iter().all(|sst| {
-                        sst.table_ids.len() == 1 && sst.table_ids[0] == self.member_table_ids[0]
+                        sst.table_ids.len() == 1
+                            && sst.table_ids[0]
+                                == member_table_ids.iter().next().expect("non-empty").table_id
                     })
                 {
                     // Only change vnode_partition_count for group which has only one state-table.
@@ -823,7 +857,7 @@ impl Levels {
                     self.levels[idx].vnode_partition_count = new_vnode_partition_count;
                 } else if self.levels[idx].vnode_partition_count != 0
                     && new_vnode_partition_count == 0
-                    && self.member_table_ids.len() > 1
+                    && member_table_ids.len() > 1
                 {
                     self.levels[idx].vnode_partition_count = 0;
                 }
@@ -894,6 +928,7 @@ pub fn build_initial_compaction_group_levels(
             vnode_partition_count: 0,
         });
     }
+    #[expect(deprecated)] // for backward-compatibility of previous hummock version delta
     Levels {
         levels,
         l0: Some(OverlappingLevel {
@@ -945,18 +980,6 @@ fn split_sst_info_for_level(
     insert_table_infos
 }
 
-pub fn try_get_compaction_group_id_by_table_id(
-    version: &HummockVersion,
-    table_id: StateTableId,
-) -> Option<CompactionGroupId> {
-    for (group_id, levels) in &version.levels {
-        if levels.member_table_ids.contains(&table_id) {
-            return Some(*group_id);
-        }
-    }
-    None
-}
-
 /// Gets all compaction group ids.
 pub fn get_compaction_group_ids(
     version: &HummockVersion,
@@ -964,27 +987,14 @@ pub fn get_compaction_group_ids(
     version.levels.keys().cloned()
 }
 
-/// Gets all member table ids.
-pub fn get_member_table_ids(version: &HummockVersion) -> HashSet<StateTableId> {
-    version
-        .levels
-        .iter()
-        .flat_map(|(_, levels)| levels.member_table_ids.clone())
-        .collect()
-}
-
 pub fn get_table_compaction_group_id_mapping(
     version: &HummockVersion,
 ) -> HashMap<StateTableId, CompactionGroupId> {
     version
-        .levels
+        .state_table_info
+        .info()
         .iter()
-        .flat_map(|(group_id, levels)| {
-            levels
-                .member_table_ids
-                .iter()
-                .map(|table_id| (*table_id, *group_id))
-        })
+        .map(|(table_id, info)| (table_id.table_id, info.compaction_group_id))
         .collect()
 }
 
@@ -1116,21 +1126,6 @@ pub fn insert_new_sub_level(
     l0.sub_levels.insert(insert_pos, level);
 }
 
-pub fn build_version_delta_after_version(version: &HummockVersion) -> HummockVersionDelta {
-    HummockVersionDelta {
-        id: version.next_version_id(),
-        prev_id: version.id,
-        safe_epoch: version.safe_epoch,
-        trivial_move: false,
-        max_committed_epoch: version.max_committed_epoch,
-        group_deltas: Default::default(),
-        new_table_watermarks: HashMap::new(),
-        removed_table_ids: HashSet::new(),
-        change_log_delta: HashMap::new(),
-        state_table_info_delta: Default::default(),
-    }
-}
-
 /// Delete sstables if the table id is in the id set.
 ///
 /// Return `true` if some sst is deleted, and `false` is the deletion is trivial
@@ -1209,14 +1204,14 @@ pub fn validate_version(version: &HummockVersion) -> Vec<String> {
     let mut res = Vec::new();
 
     // Ensure safe_epoch <= max_committed_epoch
-    if version.safe_epoch > version.max_committed_epoch {
+    if version.visible_table_safe_epoch() > version.max_committed_epoch {
         res.push(format!(
             "VERSION: safe_epoch {} > max_committed_epoch {}",
-            version.safe_epoch, version.max_committed_epoch
+            version.visible_table_safe_epoch(),
+            version.max_committed_epoch
         ));
     }
 
-    let mut table_to_group = HashMap::new();
     // Ensure each table maps to only one compaction group
     for (group_id, levels) in &version.levels {
         // Ensure compaction group id matches
@@ -1227,31 +1222,6 @@ pub fn validate_version(version: &HummockVersion) -> Vec<String> {
             ));
         }
 
-        // Ensure table id is sorted
-        if !levels.member_table_ids.is_sorted() {
-            res.push(format!(
-                "GROUP {}: memtable_table_ids is not sorted: {:?}",
-                group_id, levels.member_table_ids
-            ));
-        }
-
-        // Ensure table id is unique
-        for table_id in &levels.member_table_ids {
-            match table_to_group.entry(table_id) {
-                Entry::Occupied(e) => {
-                    res.push(format!(
-                        "GROUP {}: Duplicated table_id {}. First found in group {}",
-                        group_id,
-                        table_id,
-                        e.get()
-                    ));
-                }
-                Entry::Vacant(e) => {
-                    e.insert(group_id);
-                }
-            }
-        }
-
         let validate_level = |group: CompactionGroupId,
                               expected_level_idx: u32,
                               level: &Level,
@@ -1353,22 +1323,20 @@ mod tests {
 
     #[test]
     fn test_get_sst_object_ids() {
-        let mut version = HummockVersion {
-            id: 0,
-            levels: HashMap::from_iter([(
-                0,
-                Levels {
-                    levels: vec![],
-                    l0: Some(OverlappingLevel {
-                        sub_levels: vec![],
-                        total_file_size: 0,
-                        uncompressed_file_size: 0,
-                    }),
-                    ..Default::default()
-                },
-            )]),
-            ..Default::default()
-        };
+        let mut version = HummockVersion::default();
+        version.id = 0;
+        version.levels = HashMap::from_iter([(
+            0,
+            Levels {
+                levels: vec![],
+                l0: Some(OverlappingLevel {
+                    sub_levels: vec![],
+                    total_file_size: 0,
+                    uncompressed_file_size: 0,
+                }),
+                ..Default::default()
+            },
+        )]);
         assert_eq!(version.get_object_ids().len(), 0);
 
         // Add to sub level
@@ -1404,32 +1372,30 @@ mod tests {
 
     #[test]
     fn test_apply_version_delta() {
-        let mut version = HummockVersion {
-            id: 0,
-            levels: HashMap::from_iter([
-                (
+        let mut version = HummockVersion::default();
+        version.id = 0;
+        version.levels = HashMap::from_iter([
+            (
+                0,
+                build_initial_compaction_group_levels(
                     0,
-                    build_initial_compaction_group_levels(
-                        0,
-                        &CompactionConfig {
-                            max_level: 6,
-                            ..Default::default()
-                        },
-                    ),
+                    &CompactionConfig {
+                        max_level: 6,
+                        ..Default::default()
+                    },
                 ),
-                (
+            ),
+            (
+                1,
+                build_initial_compaction_group_levels(
                     1,
-                    build_initial_compaction_group_levels(
-                        1,
-                        &CompactionConfig {
-                            max_level: 6,
-                            ..Default::default()
-                        },
-                    ),
+                    &CompactionConfig {
+                        max_level: 6,
+                        ..Default::default()
+                    },
                 ),
-            ]),
-            ..Default::default()
-        };
+            ),
+        ]);
         let version_delta = HummockVersionDelta {
             id: 1,
             group_deltas: HashMap::from_iter([
@@ -1492,25 +1458,23 @@ mod tests {
             }],
             ..Default::default()
         };
-        assert_eq!(
-            version,
-            HummockVersion {
-                id: 1,
-                levels: HashMap::from_iter([
-                    (
+        assert_eq!(version, {
+            let mut version = HummockVersion::default();
+            version.id = 1;
+            version.levels = HashMap::from_iter([
+                (
+                    2,
+                    build_initial_compaction_group_levels(
                         2,
-                        build_initial_compaction_group_levels(
-                            2,
-                            &CompactionConfig {
-                                max_level: 6,
-                                ..Default::default()
-                            }
-                        ),
+                        &CompactionConfig {
+                            max_level: 6,
+                            ..Default::default()
+                        },
                     ),
-                    (1, cg1,),
-                ]),
-                ..Default::default()
-            }
-        );
+                ),
+                (1, cg1),
+            ]);
+            version
+        });
     }
 }
diff --git a/src/storage/hummock_sdk/src/lib.rs b/src/storage/hummock_sdk/src/lib.rs
index 06c9a358883f4..97e1a334dcf98 100644
--- a/src/storage/hummock_sdk/src/lib.rs
+++ b/src/storage/hummock_sdk/src/lib.rs
@@ -22,6 +22,7 @@
 #![feature(is_sorted)]
 #![feature(let_chains)]
 #![feature(btree_cursors)]
+#![feature(lazy_cell)]
 
 mod key_cmp;
 use std::cmp::Ordering;
diff --git a/src/storage/hummock_sdk/src/table_stats.rs b/src/storage/hummock_sdk/src/table_stats.rs
index 6f6bb9b9e3d40..4fce0e0f048ae 100644
--- a/src/storage/hummock_sdk/src/table_stats.rs
+++ b/src/storage/hummock_sdk/src/table_stats.rs
@@ -13,8 +13,9 @@
 // limitations under the License.
 
 use std::borrow::Borrow;
-use std::collections::{HashMap, HashSet};
+use std::collections::HashMap;
 
+use risingwave_common::catalog::TableId;
 use risingwave_pb::hummock::PbTableStats;
 
 use crate::version::HummockVersion;
@@ -106,11 +107,12 @@ pub fn purge_prost_table_stats(
     table_stats: &mut PbTableStatsMap,
     hummock_version: &HummockVersion,
 ) -> bool {
-    let mut all_tables_in_version: HashSet<u32> = HashSet::default();
     let prev_count = table_stats.len();
-    for group in hummock_version.levels.values() {
-        all_tables_in_version.extend(group.member_table_ids.clone());
-    }
-    table_stats.retain(|k, _| all_tables_in_version.contains(k));
+    table_stats.retain(|table_id, _| {
+        hummock_version
+            .state_table_info
+            .info()
+            .contains_key(&TableId::new(*table_id))
+    });
     prev_count != table_stats.len()
 }
diff --git a/src/storage/hummock_sdk/src/table_watermark.rs b/src/storage/hummock_sdk/src/table_watermark.rs
index 24d28dec9ba1c..73f7bac358e1b 100644
--- a/src/storage/hummock_sdk/src/table_watermark.rs
+++ b/src/storage/hummock_sdk/src/table_watermark.rs
@@ -1031,11 +1031,8 @@ mod tests {
             watermark3.clone(),
         );
 
-        let mut version = HummockVersion {
-            max_committed_epoch: EPOCH1,
-            safe_epoch: EPOCH1,
-            ..Default::default()
-        };
+        let mut version = HummockVersion::default();
+        version.max_committed_epoch = EPOCH1;
         let test_table_id = TableId::from(233);
         version.table_watermarks.insert(
             test_table_id,
diff --git a/src/storage/hummock_sdk/src/version.rs b/src/storage/hummock_sdk/src/version.rs
index 130c5f6f523da..0315ee9b8f298 100644
--- a/src/storage/hummock_sdk/src/version.rs
+++ b/src/storage/hummock_sdk/src/version.rs
@@ -13,43 +13,77 @@
 // limitations under the License.
 
 use std::collections::hash_map::Entry;
-use std::collections::{HashMap, HashSet};
+use std::collections::{BTreeSet, HashMap, HashSet};
 use std::mem::{replace, size_of};
-use std::sync::Arc;
+use std::ops::Deref;
+use std::sync::{Arc, LazyLock};
 
 use prost::Message;
 use risingwave_common::catalog::TableId;
+use risingwave_common::util::epoch::INVALID_EPOCH;
 use risingwave_pb::hummock::group_delta::DeltaType;
 use risingwave_pb::hummock::hummock_version::Levels as PbLevels;
 use risingwave_pb::hummock::hummock_version_delta::{ChangeLogDelta, GroupDeltas as PbGroupDeltas};
 use risingwave_pb::hummock::{
-    HummockVersion as PbHummockVersion, HummockVersionDelta as PbHummockVersionDelta, SstableInfo,
-    StateTableInfo as PbStateTableInfo, StateTableInfo, StateTableInfoDelta,
+    CompactionConfig, HummockVersion as PbHummockVersion,
+    HummockVersionDelta as PbHummockVersionDelta, SstableInfo, StateTableInfo as PbStateTableInfo,
+    StateTableInfo, StateTableInfoDelta,
 };
 use tracing::warn;
 
 use crate::change_log::TableChangeLog;
+use crate::compaction_group::hummock_version_ext::build_initial_compaction_group_levels;
+use crate::compaction_group::StaticCompactionGroupId;
 use crate::table_watermark::TableWatermarks;
-use crate::{CompactionGroupId, HummockSstableObjectId, HummockVersionId};
+use crate::{CompactionGroupId, HummockSstableObjectId, HummockVersionId, FIRST_VERSION_ID};
 
 #[derive(Debug, Clone, PartialEq)]
 pub struct HummockVersionStateTableInfo {
     state_table_info: HashMap<TableId, PbStateTableInfo>,
+
+    // in memory index
+    compaction_group_member_tables: HashMap<CompactionGroupId, BTreeSet<TableId>>,
 }
 
 impl HummockVersionStateTableInfo {
     pub fn empty() -> Self {
         Self {
             state_table_info: HashMap::new(),
+            compaction_group_member_tables: HashMap::new(),
         }
     }
 
+    fn build_compaction_group_member_tables(
+        state_table_info: &HashMap<TableId, PbStateTableInfo>,
+    ) -> HashMap<CompactionGroupId, BTreeSet<TableId>> {
+        let mut ret: HashMap<_, BTreeSet<_>> = HashMap::new();
+        for (table_id, info) in state_table_info {
+            assert!(ret
+                .entry(info.compaction_group_id)
+                .or_default()
+                .insert(*table_id));
+        }
+        ret
+    }
+
+    pub fn build_table_compaction_group_id(&self) -> HashMap<TableId, CompactionGroupId> {
+        self.state_table_info
+            .iter()
+            .map(|(table_id, info)| (*table_id, info.compaction_group_id))
+            .collect()
+    }
+
     pub fn from_protobuf(state_table_info: &HashMap<u32, PbStateTableInfo>) -> Self {
         let state_table_info = state_table_info
             .iter()
             .map(|(table_id, info)| (TableId::new(*table_id), info.clone()))
             .collect();
-        Self { state_table_info }
+        let compaction_group_member_tables =
+            Self::build_compaction_group_member_tables(&state_table_info);
+        Self {
+            state_table_info,
+            compaction_group_member_tables,
+        }
     }
 
     pub fn to_protobuf(&self) -> HashMap<u32, PbStateTableInfo> {
@@ -65,8 +99,28 @@ impl HummockVersionStateTableInfo {
         removed_table_id: &HashSet<TableId>,
     ) -> HashMap<TableId, Option<StateTableInfo>> {
         let mut changed_table = HashMap::new();
+        fn remove_table_from_compaction_group(
+            compaction_group_member_tables: &mut HashMap<CompactionGroupId, BTreeSet<TableId>>,
+            compaction_group_id: CompactionGroupId,
+            table_id: TableId,
+        ) {
+            let member_tables = compaction_group_member_tables
+                .get_mut(&compaction_group_id)
+                .expect("should exist");
+            assert!(member_tables.remove(&table_id));
+            if member_tables.is_empty() {
+                assert!(compaction_group_member_tables
+                    .remove(&compaction_group_id)
+                    .is_some());
+            }
+        }
         for table_id in removed_table_id {
             if let Some(prev_info) = self.state_table_info.remove(table_id) {
+                remove_table_from_compaction_group(
+                    &mut self.compaction_group_member_tables,
+                    prev_info.compaction_group_id,
+                    *table_id,
+                );
                 assert!(changed_table.insert(*table_id, Some(prev_info)).is_none());
             } else {
                 warn!(
@@ -82,24 +136,70 @@ impl HummockVersionStateTableInfo {
             let new_info = StateTableInfo {
                 committed_epoch: delta.committed_epoch,
                 safe_epoch: delta.safe_epoch,
+                compaction_group_id: delta.compaction_group_id,
             };
             match self.state_table_info.entry(*table_id) {
                 Entry::Occupied(mut entry) => {
-                    let prev_info = replace(entry.get_mut(), new_info);
+                    let prev_info = entry.get_mut();
+                    assert!(
+                        new_info.safe_epoch >= prev_info.safe_epoch
+                            && new_info.committed_epoch >= prev_info.committed_epoch,
+                        "state table info regress. table id: {}, prev_info: {:?}, new_info: {:?}",
+                        table_id.table_id,
+                        prev_info,
+                        new_info
+                    );
+                    if prev_info.compaction_group_id != new_info.compaction_group_id {
+                        // table moved to another compaction group
+                        remove_table_from_compaction_group(
+                            &mut self.compaction_group_member_tables,
+                            prev_info.compaction_group_id,
+                            *table_id,
+                        );
+                        assert!(self
+                            .compaction_group_member_tables
+                            .entry(new_info.compaction_group_id)
+                            .or_default()
+                            .insert(*table_id));
+                    }
+                    let prev_info = replace(prev_info, new_info);
                     changed_table.insert(*table_id, Some(prev_info));
                 }
                 Entry::Vacant(entry) => {
+                    assert!(self
+                        .compaction_group_member_tables
+                        .entry(new_info.compaction_group_id)
+                        .or_default()
+                        .insert(*table_id));
                     entry.insert(new_info);
                     changed_table.insert(*table_id, None);
                 }
             }
         }
+        debug_assert_eq!(
+            self.compaction_group_member_tables,
+            Self::build_compaction_group_member_tables(&self.state_table_info)
+        );
         changed_table
     }
 
     pub fn info(&self) -> &HashMap<TableId, StateTableInfo> {
         &self.state_table_info
     }
+
+    pub fn compaction_group_member_table_ids(
+        &self,
+        compaction_group_id: CompactionGroupId,
+    ) -> &BTreeSet<TableId> {
+        static EMPTY_SET: LazyLock<BTreeSet<TableId>> = LazyLock::new(BTreeSet::new);
+        self.compaction_group_member_tables
+            .get(&compaction_group_id)
+            .unwrap_or_else(|| EMPTY_SET.deref())
+    }
+
+    pub fn compaction_group_member_tables(&self) -> &HashMap<CompactionGroupId, BTreeSet<TableId>> {
+        &self.compaction_group_member_tables
+    }
 }
 
 #[derive(Debug, Clone, PartialEq)]
@@ -107,7 +207,7 @@ pub struct HummockVersion {
     pub id: u64,
     pub levels: HashMap<CompactionGroupId, PbLevels>,
     pub max_committed_epoch: u64,
-    pub safe_epoch: u64,
+    safe_epoch: u64,
     pub table_watermarks: HashMap<TableId, Arc<TableWatermarks>>,
     pub table_change_log: HashMap<TableId, TableChangeLog>,
     pub state_table_info: HummockVersionStateTableInfo,
@@ -212,18 +312,21 @@ impl HummockVersion {
     }
 
     pub fn need_fill_backward_compatible_state_table_info_delta(&self) -> bool {
-        // state_table_info is not previously filled, but there previously exists some tables
+        // for backward-compatibility of previous hummock version delta
         self.state_table_info.state_table_info.is_empty()
-            && self
-                .levels
-                .values()
-                .any(|group| !group.member_table_ids.is_empty())
+            && self.levels.values().any(|group| {
+                // state_table_info is not previously filled, but there previously exists some tables
+                #[expect(deprecated)]
+                !group.member_table_ids.is_empty()
+            })
     }
 
     pub fn may_fill_backward_compatible_state_table_info_delta(
         &self,
         delta: &mut HummockVersionDelta,
     ) {
+        #[expect(deprecated)]
+        // for backward-compatibility of previous hummock version delta
         for (cg_id, group) in &self.levels {
             for table_id in &group.member_table_ids {
                 assert!(
@@ -234,6 +337,7 @@ impl HummockVersion {
                             StateTableInfoDelta {
                                 committed_epoch: self.max_committed_epoch,
                                 safe_epoch: self.safe_epoch,
+                                compaction_group_id: *cg_id,
                             }
                         )
                         .is_none(),
@@ -244,6 +348,51 @@ impl HummockVersion {
             }
         }
     }
+
+    pub(crate) fn set_safe_epoch(&mut self, safe_epoch: u64) {
+        self.safe_epoch = safe_epoch;
+    }
+
+    pub fn visible_table_safe_epoch(&self) -> u64 {
+        self.safe_epoch
+    }
+
+    pub fn create_init_version(default_compaction_config: Arc<CompactionConfig>) -> HummockVersion {
+        let mut init_version = HummockVersion {
+            id: FIRST_VERSION_ID,
+            levels: Default::default(),
+            max_committed_epoch: INVALID_EPOCH,
+            safe_epoch: INVALID_EPOCH,
+            table_watermarks: HashMap::new(),
+            table_change_log: HashMap::new(),
+            state_table_info: HummockVersionStateTableInfo::empty(),
+        };
+        for group_id in [
+            StaticCompactionGroupId::StateDefault as CompactionGroupId,
+            StaticCompactionGroupId::MaterializedView as CompactionGroupId,
+        ] {
+            init_version.levels.insert(
+                group_id,
+                build_initial_compaction_group_levels(group_id, default_compaction_config.as_ref()),
+            );
+        }
+        init_version
+    }
+
+    pub fn version_delta_after(&self) -> HummockVersionDelta {
+        HummockVersionDelta {
+            id: self.next_version_id(),
+            prev_id: self.id,
+            safe_epoch: self.safe_epoch,
+            trivial_move: false,
+            max_committed_epoch: self.max_committed_epoch,
+            group_deltas: Default::default(),
+            new_table_watermarks: HashMap::new(),
+            removed_table_ids: HashSet::new(),
+            change_log_delta: HashMap::new(),
+            state_table_info_delta: Default::default(),
+        }
+    }
 }
 
 #[derive(Debug, PartialEq, Clone)]
diff --git a/src/storage/hummock_test/src/bin/replay/main.rs b/src/storage/hummock_test/src/bin/replay/main.rs
index 89ad5907fae57..9181e37c992e2 100644
--- a/src/storage/hummock_test/src/bin/replay/main.rs
+++ b/src/storage/hummock_test/src/bin/replay/main.rs
@@ -62,6 +62,9 @@ struct Args {
 
     #[arg(short, long)]
     object_storage: String,
+
+    #[arg(short, long)]
+    use_new_object_prefix_strategy: bool,
 }
 
 #[tokio::main(flavor = "multi_thread")]
@@ -110,14 +113,14 @@ async fn create_replay_hummock(r: Record, args: &Args) -> Result<impl GlobalRepl
     )
     .await;
 
-    let meta_cache_v2 = HybridCacheBuilder::new()
+    let meta_cache = HybridCacheBuilder::new()
         .memory(storage_opts.meta_cache_capacity_mb * (1 << 20))
         .with_shards(storage_opts.meta_cache_shard_num)
         .storage()
         .build()
         .await
         .unwrap();
-    let block_cache_v2 = HybridCacheBuilder::new()
+    let block_cache = HybridCacheBuilder::new()
         .memory(storage_opts.block_cache_capacity_mb * (1 << 20))
         .with_shards(storage_opts.block_cache_shard_num)
         .storage()
@@ -132,8 +135,9 @@ async fn create_replay_hummock(r: Record, args: &Args) -> Result<impl GlobalRepl
         max_prefetch_block_number: storage_opts.max_prefetch_block_number,
         recent_filter: None,
         state_store_metrics: state_store_metrics.clone(),
-        meta_cache_v2,
-        block_cache_v2,
+        use_new_object_prefix_strategy: args.use_new_object_prefix_strategy,
+        meta_cache,
+        block_cache,
     }));
 
     let (hummock_meta_client, notification_client, notifier) = {
diff --git a/src/storage/hummock_test/src/bin/replay/replay_impl.rs b/src/storage/hummock_test/src/bin/replay/replay_impl.rs
index 3b7f4bc74740e..d8a2a2f0c24bd 100644
--- a/src/storage/hummock_test/src/bin/replay/replay_impl.rs
+++ b/src/storage/hummock_test/src/bin/replay/replay_impl.rs
@@ -17,6 +17,7 @@ use std::ops::Bound;
 use futures::stream::BoxStream;
 use futures::{Stream, StreamExt, TryStreamExt};
 use futures_async_stream::try_stream;
+use risingwave_common::catalog::TableId;
 use risingwave_common::util::addr::HostAddr;
 use risingwave_common_service::observer_manager::{Channel, NotificationClient, ObserverError};
 use risingwave_hummock_sdk::key::TableKey;
@@ -137,10 +138,10 @@ impl ReplayRead for GlobalReplayImpl {
 
 #[async_trait::async_trait]
 impl ReplayStateStore for GlobalReplayImpl {
-    async fn sync(&self, id: u64) -> Result<usize> {
+    async fn sync(&self, id: u64, table_ids: Vec<u32>) -> Result<usize> {
         let result: SyncResult = self
             .store
-            .sync(id)
+            .sync(id, table_ids.into_iter().map(TableId::new).collect())
             .await
             .map_err(|e| TraceError::SyncFailed(format!("{e}")))?;
         Ok(result.sync_size)
diff --git a/src/storage/hummock_test/src/compactor_tests.rs b/src/storage/hummock_test/src/compactor_tests.rs
index a10b8963a6d7b..2e2f8123be958 100644
--- a/src/storage/hummock_test/src/compactor_tests.rs
+++ b/src/storage/hummock_test/src/compactor_tests.rs
@@ -722,6 +722,10 @@ pub(crate) mod tests {
         )
         .await;
 
+        global_storage
+            .wait_version(hummock_manager_ref.get_current_version().await)
+            .await;
+
         let vnode = VirtualNode::from_index(1);
         for index in 0..kv_count {
             epoch.inc_epoch();
diff --git a/src/storage/hummock_test/src/hummock_storage_tests.rs b/src/storage/hummock_test/src/hummock_storage_tests.rs
index 6962fc506ccfb..5c6e1607de926 100644
--- a/src/storage/hummock_test/src/hummock_storage_tests.rs
+++ b/src/storage/hummock_test/src/hummock_storage_tests.rs
@@ -530,6 +530,9 @@ async fn test_state_store_sync() {
         .await
         .unwrap();
 
+    let epoch3 = epoch2.next_epoch();
+    hummock_storage.seal_current_epoch(epoch3, SealCurrentEpochOptions::for_test());
+
     let res = test_env.storage.seal_and_sync_epoch(epoch1).await.unwrap();
     test_env
         .meta_client
@@ -829,14 +832,15 @@ async fn test_delete_get() {
         .await
         .unwrap();
 
+    let epoch2 = epoch1.next_epoch();
+    hummock_storage.seal_current_epoch(epoch2, SealCurrentEpochOptions::for_test());
     let res = test_env.storage.seal_and_sync_epoch(epoch1).await.unwrap();
     test_env
         .meta_client
         .commit_epoch(epoch1, res)
         .await
         .unwrap();
-    let epoch2 = epoch1.next_epoch();
-    hummock_storage.seal_current_epoch(epoch2, SealCurrentEpochOptions::for_test());
+
     let batch2 = vec![(
         gen_key_from_str(VirtualNode::ZERO, "bb"),
         StorageValue::new_delete(),
@@ -851,6 +855,7 @@ async fn test_delete_get() {
         )
         .await
         .unwrap();
+    hummock_storage.seal_current_epoch(u64::MAX, SealCurrentEpochOptions::for_test());
     let res = test_env.storage.seal_and_sync_epoch(epoch2).await.unwrap();
     test_env
         .meta_client
@@ -1005,6 +1010,8 @@ async fn test_multiple_epoch_sync() {
     };
     test_get().await;
 
+    let epoch4 = epoch3.next_epoch();
+    hummock_storage.seal_current_epoch(epoch4, SealCurrentEpochOptions::for_test());
     test_env.storage.seal_epoch(epoch1, false);
     let sync_result2 = test_env.storage.seal_and_sync_epoch(epoch2).await.unwrap();
     let sync_result3 = test_env.storage.seal_and_sync_epoch(epoch3).await.unwrap();
@@ -1079,6 +1086,9 @@ async fn test_iter_with_min_epoch() {
         .await
         .unwrap();
 
+    let epoch3 = (33 * 1000) << 16;
+    hummock_storage.seal_current_epoch(epoch3, SealCurrentEpochOptions::for_test());
+
     {
         // test before sync
         {
@@ -1329,6 +1339,9 @@ async fn test_hummock_version_reader() {
             .await
             .unwrap();
 
+        let epoch4 = (34 * 1000) << 16;
+        hummock_storage.seal_current_epoch(epoch4, SealCurrentEpochOptions::for_test());
+
         {
             // test before sync
             {
@@ -1739,6 +1752,8 @@ async fn test_get_with_min_epoch() {
         .await
         .unwrap();
 
+    hummock_storage.seal_current_epoch(u64::MAX, SealCurrentEpochOptions::for_test());
+
     {
         // test before sync
         let k = gen_key(0);
diff --git a/src/storage/hummock_test/src/snapshot_tests.rs b/src/storage/hummock_test/src/snapshot_tests.rs
index b85457f309f73..402952dd09680 100644
--- a/src/storage/hummock_test/src/snapshot_tests.rs
+++ b/src/storage/hummock_test/src/snapshot_tests.rs
@@ -22,17 +22,16 @@ use risingwave_hummock_sdk::key::prefixed_range_with_vnode;
 use risingwave_hummock_sdk::HummockReadEpoch;
 use risingwave_meta::hummock::MockHummockMetaClient;
 use risingwave_rpc_client::HummockMetaClient;
-use risingwave_storage::hummock::CachePolicy;
+use risingwave_storage::hummock::{CachePolicy, HummockStorage};
 use risingwave_storage::storage_value::StorageValue;
 use risingwave_storage::store::{
     LocalStateStore, NewLocalOptions, PrefetchOptions, ReadOptions, SealCurrentEpochOptions,
-    WriteOptions,
+    StateStoreRead, WriteOptions,
 };
+use risingwave_storage::StateStore;
 
 use crate::local_state_store_test_utils::LocalStateStoreTestExt;
-use crate::test_utils::{
-    gen_key_from_bytes, with_hummock_storage_v2, HummockStateStoreTestTrait, TestIngestBatch,
-};
+use crate::test_utils::{gen_key_from_bytes, with_hummock_storage_v2, TestIngestBatch};
 
 macro_rules! assert_count_range_scan {
     ($storage:expr, $vnode:expr, $range:expr, $expect_count:expr, $epoch:expr) => {{
@@ -104,7 +103,7 @@ macro_rules! assert_count_backward_range_scan {
 }
 
 async fn test_snapshot_inner(
-    hummock_storage: impl HummockStateStoreTestTrait,
+    hummock_storage: HummockStorage,
     mock_hummock_meta_client: Arc<MockHummockMetaClient>,
     enable_sync: bool,
     enable_commit: bool,
@@ -235,7 +234,7 @@ async fn test_snapshot_inner(
 }
 
 async fn test_snapshot_range_scan_inner(
-    hummock_storage: impl HummockStateStoreTestTrait,
+    hummock_storage: HummockStorage,
     mock_hummock_meta_client: Arc<MockHummockMetaClient>,
     enable_sync: bool,
     enable_commit: bool,
diff --git a/src/storage/hummock_test/src/state_store_tests.rs b/src/storage/hummock_test/src/state_store_tests.rs
index 4e14e006f009f..fe129deb52245 100644
--- a/src/storage/hummock_test/src/state_store_tests.rs
+++ b/src/storage/hummock_test/src/state_store_tests.rs
@@ -1046,11 +1046,12 @@ async fn test_delete_get_v2() {
         )
         .await
         .unwrap();
-    let res = hummock_storage.seal_and_sync_epoch(epoch1).await.unwrap();
-    meta_client.commit_epoch(epoch1, res).await.unwrap();
     let epoch2 = epoch1.next_epoch();
 
     local.seal_current_epoch(epoch2, SealCurrentEpochOptions::for_test());
+    let res = hummock_storage.seal_and_sync_epoch(epoch1).await.unwrap();
+    meta_client.commit_epoch(epoch1, res).await.unwrap();
+
     let batch2 = vec![(
         gen_key_from_str(VirtualNode::ZERO, "bb"),
         StorageValue::new_delete(),
diff --git a/src/storage/hummock_test/src/test_utils.rs b/src/storage/hummock_test/src/test_utils.rs
index 7c6be2eb041ca..5a2034facdbfa 100644
--- a/src/storage/hummock_test/src/test_utils.rs
+++ b/src/storage/hummock_test/src/test_utils.rs
@@ -21,8 +21,6 @@ use risingwave_common_service::observer_manager::ObserverManager;
 use risingwave_hummock_sdk::compaction_group::StaticCompactionGroupId;
 use risingwave_hummock_sdk::key::TableKey;
 pub use risingwave_hummock_sdk::key::{gen_key_from_bytes, gen_key_from_str};
-#[cfg(test)]
-use risingwave_hummock_sdk::SyncResult;
 use risingwave_meta::hummock::test_utils::{
     register_table_ids_to_compaction_group, setup_compute_env,
 };
@@ -114,24 +112,6 @@ impl<S: LocalStateStore> TestIngestBatch for S {
     }
 }
 
-#[cfg(test)]
-#[async_trait::async_trait]
-pub(crate) trait HummockStateStoreTestTrait: StateStore {
-    #[allow(dead_code)]
-    fn get_pinned_version(&self) -> PinnedVersion;
-    async fn seal_and_sync_epoch(&self, epoch: u64) -> StorageResult<SyncResult> {
-        self.seal_epoch(epoch, true);
-        self.sync(epoch).await
-    }
-}
-
-#[cfg(test)]
-impl HummockStateStoreTestTrait for HummockStorage {
-    fn get_pinned_version(&self) -> PinnedVersion {
-        self.get_pinned_version()
-    }
-}
-
 pub async fn with_hummock_storage_v2(
     table_id: TableId,
 ) -> (HummockStorage, Arc<MockHummockMetaClient>) {
@@ -234,6 +214,12 @@ pub struct HummockTestEnv {
 }
 
 impl HummockTestEnv {
+    async fn wait_version_sync(&self) {
+        self.storage
+            .wait_version(self.manager.get_current_version().await)
+            .await
+    }
+
     pub async fn register_table_id(&self, table_id: TableId) {
         register_tables_with_id_for_test(
             self.storage.filter_key_extractor_manager(),
@@ -241,6 +227,7 @@ impl HummockTestEnv {
             &[table_id.table_id()],
         )
         .await;
+        self.wait_version_sync().await;
     }
 
     pub async fn register_table(&self, table: PbTable) {
@@ -250,6 +237,7 @@ impl HummockTestEnv {
             &[table],
         )
         .await;
+        self.wait_version_sync().await;
     }
 
     // Seal, sync and commit a epoch.
diff --git a/src/storage/hummock_trace/src/collector.rs b/src/storage/hummock_trace/src/collector.rs
index b1a269a4620ee..c6eb360ad1116 100644
--- a/src/storage/hummock_trace/src/collector.rs
+++ b/src/storage/hummock_trace/src/collector.rs
@@ -12,6 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
+use std::collections::HashSet;
 use std::env;
 use std::fs::{create_dir_all, OpenOptions};
 use std::io::BufWriter;
@@ -23,6 +24,7 @@ use std::sync::LazyLock;
 use bincode::{Decode, Encode};
 use bytes::Bytes;
 use parking_lot::Mutex;
+use risingwave_common::catalog::TableId;
 use risingwave_hummock_sdk::HummockReadEpoch;
 use risingwave_pb::meta::SubscribeResponse;
 use tokio::runtime::Runtime;
@@ -286,8 +288,18 @@ impl TraceSpan {
         )
     }
 
-    pub fn new_sync_span(epoch: u64, storage_type: StorageType) -> MayTraceSpan {
-        Self::new_global_op(Operation::Sync(epoch), storage_type)
+    pub fn new_sync_span(
+        epoch: u64,
+        table_ids: &HashSet<TableId>,
+        storage_type: StorageType,
+    ) -> MayTraceSpan {
+        Self::new_global_op(
+            Operation::Sync(
+                epoch,
+                table_ids.iter().map(|table_id| table_id.table_id).collect(),
+            ),
+            storage_type,
+        )
     }
 
     pub fn new_seal_span(
diff --git a/src/storage/hummock_trace/src/record.rs b/src/storage/hummock_trace/src/record.rs
index 916a54a2530c0..4aced4e023d38 100644
--- a/src/storage/hummock_trace/src/record.rs
+++ b/src/storage/hummock_trace/src/record.rs
@@ -146,7 +146,7 @@ pub enum Operation {
     IterNext(RecordId),
 
     /// Sync operation of Hummock.
-    Sync(u64),
+    Sync(u64, Vec<u32>),
 
     /// Seal operation of Hummock.
     Seal(u64, bool),
diff --git a/src/storage/hummock_trace/src/replay/mod.rs b/src/storage/hummock_trace/src/replay/mod.rs
index 046ab67b18607..9e8b586640b5f 100644
--- a/src/storage/hummock_trace/src/replay/mod.rs
+++ b/src/storage/hummock_trace/src/replay/mod.rs
@@ -115,7 +115,7 @@ pub trait ReplayWrite {
 #[cfg_attr(test, automock)]
 #[async_trait::async_trait]
 pub trait ReplayStateStore {
-    async fn sync(&self, id: u64) -> Result<usize>;
+    async fn sync(&self, id: u64, table_ids: Vec<u32>) -> Result<usize>;
     fn seal_epoch(&self, epoch_id: u64, is_checkpoint: bool);
     async fn notify_hummock(&self, info: Info, op: RespOperation, version: u64) -> Result<u64>;
     async fn new_local(&self, opts: TracedNewLocalOptions) -> Box<dyn LocalReplay>;
@@ -146,7 +146,7 @@ mock! {
     }
     #[async_trait::async_trait]
     impl ReplayStateStore for GlobalReplayInterface{
-        async fn sync(&self, id: u64) -> Result<usize>;
+        async fn sync(&self, id: u64, table_ids: Vec<u32>) -> Result<usize>;
         fn seal_epoch(&self, epoch_id: u64, is_checkpoint: bool);
         async fn notify_hummock(&self, info: Info, op: RespOperation, version: u64,
         ) -> Result<u64>;
diff --git a/src/storage/hummock_trace/src/replay/runner.rs b/src/storage/hummock_trace/src/replay/runner.rs
index 2683b0ddcecc1..cb9ddacda1763 100644
--- a/src/storage/hummock_trace/src/replay/runner.rs
+++ b/src/storage/hummock_trace/src/replay/runner.rs
@@ -199,7 +199,7 @@ mod tests {
         let mut non_local: Vec<Result<Record>> = vec![
             (12, Operation::Seal(seal_id, seal_checkpoint)),
             (12, Operation::Finish),
-            (13, Operation::Sync(sync_id)),
+            (13, Operation::Sync(sync_id, vec![1, 2, 3])),
             (
                 13,
                 Operation::Result(OperationResult::Sync(TraceResult::Ok(0))),
@@ -247,9 +247,9 @@ mod tests {
 
         mock_replay
             .expect_sync()
-            .with(predicate::eq(sync_id))
+            .with(predicate::eq(sync_id), predicate::eq(vec![1, 2, 3]))
             .times(1)
-            .returning(|_| Ok(0));
+            .returning(|_, _| Ok(0));
 
         mock_replay
             .expect_seal_epoch()
diff --git a/src/storage/hummock_trace/src/replay/worker.rs b/src/storage/hummock_trace/src/replay/worker.rs
index 2c2cef690b19d..622d7cb833190 100644
--- a/src/storage/hummock_trace/src/replay/worker.rs
+++ b/src/storage/hummock_trace/src/replay/worker.rs
@@ -257,9 +257,9 @@ impl ReplayWorker {
                     panic!("expect iter result, but got {:?}", res);
                 }
             }
-            Operation::Sync(epoch_id) => {
+            Operation::Sync(epoch_id, table_ids) => {
                 assert_eq!(storage_type, StorageType::Global);
-                let sync_result = replay.sync(epoch_id).await.unwrap();
+                let sync_result = replay.sync(epoch_id, table_ids).await.unwrap();
                 let res = res_rx.recv().await.expect("recv result failed");
                 if let OperationResult::Sync(expected) = res {
                     assert_eq!(TraceResult::Ok(sync_result), expected, "sync failed");
diff --git a/src/storage/src/hummock/backup_reader.rs b/src/storage/src/hummock/backup_reader.rs
index da1707db3ade1..3fa0748b21737 100644
--- a/src/storage/src/hummock/backup_reader.rs
+++ b/src/storage/src/hummock/backup_reader.rs
@@ -25,6 +25,7 @@ use risingwave_backup::error::BackupError;
 use risingwave_backup::meta_snapshot::{MetaSnapshot, Metadata};
 use risingwave_backup::storage::{MetaSnapshotStorage, ObjectStoreMetaSnapshotStorage};
 use risingwave_backup::{meta_snapshot_v1, meta_snapshot_v2, MetaSnapshotId};
+use risingwave_common::catalog::TableId;
 use risingwave_common::config::ObjectStoreConfig;
 use risingwave_common::system_param::local_manager::SystemParamsReaderRef;
 use risingwave_common::system_param::reader::SystemParamsRead;
@@ -182,6 +183,7 @@ impl BackupReader {
     /// Otherwise, reading the version may encounter object store error, due to SST absence.
     pub async fn try_get_hummock_version(
         self: &BackupReaderRef,
+        table_id: TableId,
         epoch: u64,
     ) -> StorageResult<Option<PinnedVersion>> {
         // Use the same store throughout the call.
@@ -192,7 +194,15 @@ impl BackupReader {
             .manifest()
             .snapshot_metadata
             .iter()
-            .find(|v| epoch >= v.safe_epoch && epoch <= v.max_committed_epoch)
+            .find(|v| {
+                if v.state_table_info.is_empty() {
+                    return epoch >= v.safe_epoch && epoch <= v.max_committed_epoch;
+                }
+                if let Some(m) = v.state_table_info.get(&table_id) {
+                    return epoch >= m.safe_epoch && epoch <= m.committed_epoch;
+                }
+                false
+            })
             .cloned()
         else {
             return Ok(None);
diff --git a/src/storage/src/hummock/compactor/compactor_runner.rs b/src/storage/src/hummock/compactor/compactor_runner.rs
index 05b3d7dd182d9..0336f6f542fa4 100644
--- a/src/storage/src/hummock/compactor/compactor_runner.rs
+++ b/src/storage/src/hummock/compactor/compactor_runner.rs
@@ -380,10 +380,9 @@ pub async fn compact(
             .storage_opts
             .object_store_config
             .s3
-            .object_store_recv_buffer_size
+            .recv_buffer_size
             .unwrap_or(6 * 1024 * 1024) as u64,
         capacity as u64,
-        context.sstable_store.store().support_streaming_upload(),
     ) * compact_task.splits.len() as u64;
 
     tracing::info!(
diff --git a/src/storage/src/hummock/compactor/fast_compactor_runner.rs b/src/storage/src/hummock/compactor/fast_compactor_runner.rs
index 7a30a6fd2ef65..81f0210d945c1 100644
--- a/src/storage/src/hummock/compactor/fast_compactor_runner.rs
+++ b/src/storage/src/hummock/compactor/fast_compactor_runner.rs
@@ -316,6 +316,9 @@ impl CompactorRunner {
             context.compactor_metrics.clone(),
             Some(task_progress.clone()),
             task_config.table_vnode_partition.clone(),
+            context
+                .storage_opts
+                .compactor_concurrent_uploading_sst_count,
         );
         assert_eq!(
             task.input_ssts.len(),
@@ -505,17 +508,19 @@ impl CompactorRunner {
         );
 
         let statistic = self.executor.take_statistics();
-        let outputs = self.executor.builder.finish().await?;
-        let ssts = Compactor::report_progress(
+        let output_ssts = self.executor.builder.finish().await?;
+        Compactor::report_progress(
             self.metrics.clone(),
             Some(self.executor.task_progress.clone()),
-            outputs,
+            &output_ssts,
             false,
-        )
-        .await?;
-        let sst_infos = ssts.iter().map(|sst| sst.sst_info.clone()).collect_vec();
+        );
+        let sst_infos = output_ssts
+            .iter()
+            .map(|sst| sst.sst_info.clone())
+            .collect_vec();
         assert!(can_concat(&sst_infos));
-        Ok((ssts, statistic))
+        Ok((output_ssts, statistic))
     }
 }
 
diff --git a/src/storage/src/hummock/compactor/mod.rs b/src/storage/src/hummock/compactor/mod.rs
index cddaffc584f66..898d91d530b22 100644
--- a/src/storage/src/hummock/compactor/mod.rs
+++ b/src/storage/src/hummock/compactor/mod.rs
@@ -83,11 +83,10 @@ use crate::filter_key_extractor::{
 use crate::hummock::compactor::compaction_utils::calculate_task_parallelism;
 use crate::hummock::compactor::compactor_runner::{compact_and_build_sst, compact_done};
 use crate::hummock::iterator::{Forward, HummockIterator};
-use crate::hummock::multi_builder::SplitTableOutput;
 use crate::hummock::vacuum::Vacuum;
 use crate::hummock::{
-    validate_ssts, BlockedXor16FilterBuilder, FilterBuilder, HummockError,
-    SharedComapctorObjectIdManager, SstableWriterFactory, UnifiedSstableWriterFactory,
+    validate_ssts, BlockedXor16FilterBuilder, FilterBuilder, SharedComapctorObjectIdManager,
+    SstableWriterFactory, UnifiedSstableWriterFactory,
 };
 use crate::monitor::CompactorMetrics;
 
@@ -175,20 +174,19 @@ impl Compactor {
 
         compact_timer.observe_duration();
 
-        let ssts = Self::report_progress(
+        Self::report_progress(
             self.context.compactor_metrics.clone(),
             task_progress,
-            split_table_outputs,
+            &split_table_outputs,
             self.context.is_share_buffer_compact,
-        )
-        .await?;
+        );
 
         self.context
             .compactor_metrics
             .get_table_id_total_time_duration
             .observe(self.get_id_time.load(Ordering::Relaxed) as f64 / 1000.0 / 1000.0);
 
-        debug_assert!(ssts
+        debug_assert!(split_table_outputs
             .iter()
             .all(|table_info| table_info.sst_info.get_table_ids().is_sorted()));
 
@@ -198,33 +196,20 @@ impl Compactor {
                 "Finish Task {:?} split_index {:?} sst count {}",
                 task_id,
                 split_index,
-                ssts.len()
+                split_table_outputs.len()
             );
         }
-        Ok((ssts, table_stats_map))
+        Ok((split_table_outputs, table_stats_map))
     }
 
-    pub async fn report_progress(
+    pub fn report_progress(
         metrics: Arc<CompactorMetrics>,
         task_progress: Option<Arc<TaskProgress>>,
-        split_table_outputs: Vec<SplitTableOutput>,
+        ssts: &Vec<LocalSstableInfo>,
         is_share_buffer_compact: bool,
-    ) -> HummockResult<Vec<LocalSstableInfo>> {
-        let mut ssts = Vec::with_capacity(split_table_outputs.len());
-        let mut rets = vec![];
-
-        for SplitTableOutput {
-            sst_info,
-            upload_join_handle,
-        } in split_table_outputs
-        {
+    ) {
+        for sst_info in ssts {
             let sst_size = sst_info.file_size();
-            ssts.push(sst_info);
-            let ret = upload_join_handle
-                .verbose_instrument_await("upload")
-                .await
-                .map_err(HummockError::sstable_upload_error);
-            rets.push(ret);
             if let Some(tracker) = &task_progress {
                 tracker.inc_ssts_uploaded();
                 tracker.dec_num_pending_write_io();
@@ -235,10 +220,6 @@ impl Compactor {
                 metrics.compaction_upload_sst_counts.inc();
             }
         }
-        for ret in rets {
-            ret??;
-        }
-        Ok(ssts)
     }
 
     async fn compact_key_range_impl<F: SstableWriterFactory, B: FilterBuilder>(
@@ -249,7 +230,7 @@ impl Compactor {
         filter_key_extractor: Arc<FilterKeyExtractorImpl>,
         task_progress: Option<Arc<TaskProgress>>,
         object_id_getter: Box<dyn GetObjectId>,
-    ) -> HummockResult<(Vec<SplitTableOutput>, CompactionStatistics)> {
+    ) -> HummockResult<(Vec<LocalSstableInfo>, CompactionStatistics)> {
         let builder_factory = RemoteBuilderFactory::<F, B> {
             object_id_getter,
             limiter: self.context.memory_limiter.clone(),
@@ -266,6 +247,9 @@ impl Compactor {
             self.context.compactor_metrics.clone(),
             task_progress.clone(),
             self.task_config.table_vnode_partition.clone(),
+            self.context
+                .storage_opts
+                .compactor_concurrent_uploading_sst_count,
         );
         let compaction_statistics = compact_and_build_sst(
             &mut sst_builder,
diff --git a/src/storage/src/hummock/error.rs b/src/storage/src/hummock/error.rs
index 3019e65fc4e36..48f71b9199332 100644
--- a/src/storage/src/hummock/error.rs
+++ b/src/storage/src/hummock/error.rs
@@ -12,6 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
+use risingwave_common::catalog::TableId;
 use risingwave_object_store::object::ObjectError;
 use thiserror::Error;
 use thiserror_ext::AsReport;
@@ -48,7 +49,11 @@ pub enum HummockErrorInner {
     #[error("Barrier read is unavailable for now. Likely the cluster is recovering")]
     ReadCurrentEpoch,
     #[error("Expired Epoch: watermark {safe_epoch}, epoch {epoch}")]
-    ExpiredEpoch { safe_epoch: u64, epoch: u64 },
+    ExpiredEpoch {
+        table_id: u32,
+        safe_epoch: u64,
+        epoch: u64,
+    },
     #[error("CompactionExecutor error: {0}")]
     CompactionExecutor(String),
     #[error("FileCache error: {0}")]
@@ -108,8 +113,13 @@ impl HummockError {
         HummockErrorInner::ReadCurrentEpoch.into()
     }
 
-    pub fn expired_epoch(safe_epoch: u64, epoch: u64) -> HummockError {
-        HummockErrorInner::ExpiredEpoch { safe_epoch, epoch }.into()
+    pub fn expired_epoch(table_id: TableId, safe_epoch: u64, epoch: u64) -> HummockError {
+        HummockErrorInner::ExpiredEpoch {
+            table_id: table_id.table_id,
+            safe_epoch,
+            epoch,
+        }
+        .into()
     }
 
     pub fn is_expired_epoch(&self) -> bool {
diff --git a/src/storage/src/hummock/event_handler/hummock_event_handler.rs b/src/storage/src/hummock/event_handler/hummock_event_handler.rs
index 37ad84529857c..cbb0044e2f798 100644
--- a/src/storage/src/hummock/event_handler/hummock_event_handler.rs
+++ b/src/storage/src/hummock/event_handler/hummock_event_handler.rs
@@ -12,7 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::{BTreeMap, HashMap, HashSet, VecDeque};
+use std::collections::{HashMap, HashSet, VecDeque};
 use std::pin::pin;
 use std::sync::atomic::AtomicUsize;
 use std::sync::atomic::Ordering::Relaxed;
@@ -43,7 +43,7 @@ use crate::hummock::compactor::{await_tree_key, compact, CompactorContext};
 use crate::hummock::conflict_detector::ConflictDetector;
 use crate::hummock::event_handler::refiller::{CacheRefillerEvent, SpawnRefillTask};
 use crate::hummock::event_handler::uploader::{
-    HummockUploader, SpawnUploadTask, SyncedData, UploadTaskInfo, UploadTaskOutput, UploaderEvent,
+    HummockUploader, SpawnUploadTask, SyncedData, UploadTaskInfo, UploadTaskOutput,
 };
 use crate::hummock::event_handler::{
     HummockEvent, HummockReadVersionRef, HummockVersionUpdate, ReadOnlyReadVersionMapping,
@@ -55,7 +55,7 @@ use crate::hummock::store::version::{
 };
 use crate::hummock::utils::validate_table_key_range;
 use crate::hummock::{
-    HummockError, HummockResult, MemoryLimiter, SstableObjectIdManager, SstableStoreRef, TrackerId,
+    HummockResult, MemoryLimiter, SstableObjectIdManager, SstableStoreRef, TrackerId,
 };
 use crate::mem_table::ImmutableMemtable;
 use crate::monitor::HummockStateStoreMetrics;
@@ -184,8 +184,7 @@ impl HummockEventReceiver {
 }
 
 struct HummockEventHandlerMetrics {
-    event_handler_on_sync_finish_latency: Histogram,
-    event_handler_on_spilled_latency: Histogram,
+    event_handler_on_upload_finish_latency: Histogram,
     event_handler_on_apply_version_update: Histogram,
     event_handler_on_recv_version_update: Histogram,
 }
@@ -194,10 +193,9 @@ pub struct HummockEventHandler {
     hummock_event_tx: HummockEventSender,
     hummock_event_rx: HummockEventReceiver,
     version_update_rx: UnboundedReceiver<HummockVersionUpdate>,
-    pending_sync_requests: BTreeMap<HummockEpoch, oneshot::Sender<HummockResult<SyncResult>>>,
     read_version_mapping: Arc<RwLock<ReadVersionMappingType>>,
     /// A copy of `read_version_mapping` but owned by event handler
-    local_read_version_mapping: HashMap<LocalInstanceId, HummockReadVersionRef>,
+    local_read_version_mapping: HashMap<LocalInstanceId, (TableId, HummockReadVersionRef)>,
 
     version_update_notifier_tx: Arc<tokio::sync::watch::Sender<HummockEpoch>>,
     pinned_version: Arc<ArcSwap<PinnedVersion>>,
@@ -330,12 +328,9 @@ impl HummockEventHandler {
         let write_conflict_detector = ConflictDetector::new_from_config(storage_opts);
 
         let metrics = HummockEventHandlerMetrics {
-            event_handler_on_sync_finish_latency: state_store_metrics
+            event_handler_on_upload_finish_latency: state_store_metrics
                 .event_handler_latency
-                .with_label_values(&["on_sync_finish"]),
-            event_handler_on_spilled_latency: state_store_metrics
-                .event_handler_latency
-                .with_label_values(&["on_spilled"]),
+                .with_label_values(&["on_upload_finish"]),
             event_handler_on_apply_version_update: state_store_metrics
                 .event_handler_latency
                 .with_label_values(&["apply_version"]),
@@ -361,7 +356,6 @@ impl HummockEventHandler {
             hummock_event_tx,
             hummock_event_rx,
             version_update_rx,
-            pending_sync_requests: Default::default(),
             version_update_notifier_tx,
             pinned_version: Arc::new(ArcSwap::from_pointee(pinned_version)),
             write_conflict_detector,
@@ -398,65 +392,6 @@ impl HummockEventHandler {
 
 // Handler for different events
 impl HummockEventHandler {
-    fn handle_epoch_synced(
-        &mut self,
-        epoch: HummockEpoch,
-        newly_uploaded_sstables: Vec<StagingSstableInfo>,
-    ) {
-        debug!("epoch has been synced: {}.", epoch);
-        let newly_uploaded_sstables = newly_uploaded_sstables
-            .into_iter()
-            .map(Arc::new)
-            .collect_vec();
-        if !newly_uploaded_sstables.is_empty() {
-            let related_instance_ids: HashSet<_> = newly_uploaded_sstables
-                .iter()
-                .flat_map(|sst| sst.imm_ids().keys().cloned())
-                .collect();
-            self.for_each_read_version(related_instance_ids, |instance_id, read_version| {
-                newly_uploaded_sstables
-                    .iter()
-                    // Take rev because newer data come first in `newly_uploaded_sstables` but we apply
-                    // older data first
-                    .rev()
-                    .for_each(|staging_sstable_info| {
-                        if staging_sstable_info.imm_ids().contains_key(&instance_id) {
-                            read_version.update(VersionUpdate::Staging(StagingData::Sst(
-                                staging_sstable_info.clone(),
-                            )));
-                        }
-                    });
-            });
-        }
-        let result = self
-            .uploader
-            .get_synced_data(epoch)
-            .expect("data just synced. must exist");
-        // clear the pending sync epoch that is older than newly synced epoch
-        while let Some((smallest_pending_sync_epoch, _)) =
-            self.pending_sync_requests.first_key_value()
-        {
-            if *smallest_pending_sync_epoch > epoch {
-                // The smallest pending sync epoch has not synced yet. Wait later
-                break;
-            }
-            let (pending_sync_epoch, result_sender) =
-                self.pending_sync_requests.pop_first().expect("must exist");
-            if pending_sync_epoch == epoch {
-                send_sync_result(result_sender, to_sync_result(result));
-                break;
-            } else {
-                send_sync_result(
-                    result_sender,
-                    Err(HummockError::other(format!(
-                        "epoch {} is not a checkpoint epoch",
-                        pending_sync_epoch
-                    ))),
-                );
-            }
-        }
-    }
-
     /// This function will be performed under the protection of the `read_version_mapping` read
     /// lock, and add write lock on each `read_version` operation
     fn for_each_read_version(
@@ -465,17 +400,16 @@ impl HummockEventHandler {
         mut f: impl FnMut(LocalInstanceId, &mut HummockReadVersion),
     ) {
         let instances = {
-            #[cfg(debug_assertion)]
+            #[cfg(debug_assertions)]
             {
                 // check duplication on debug_mode
-                use std::collections::HashSet;
-                let mut id_set = HashSet::new();
+                let mut id_set = std::collections::HashSet::new();
                 for instance in instances {
                     assert!(id_set.insert(instance));
                 }
                 id_set
             }
-            #[cfg(not(debug_assertion))]
+            #[cfg(not(debug_assertions))]
             {
                 instances
             }
@@ -483,7 +417,7 @@ impl HummockEventHandler {
         let mut pending = VecDeque::new();
         let mut total_count = 0;
         for instance_id in instances {
-            let Some(read_version) = self.local_read_version_mapping.get(&instance_id) else {
+            let Some((_, read_version)) = self.local_read_version_mapping.get(&instance_id) else {
                 continue;
             };
             total_count += 1;
@@ -503,7 +437,7 @@ impl HummockEventHandler {
         const TRY_LOCK_TIMEOUT: Duration = Duration::from_millis(1);
 
         while let Some(instance_id) = pending.pop_front() {
-            let read_version = self
+            let (_, read_version) = self
                 .local_read_version_mapping
                 .get(&instance_id)
                 .expect("have checked exist before");
@@ -516,9 +450,8 @@ impl HummockEventHandler {
         }
     }
 
-    fn handle_data_spilled(&mut self, staging_sstable_info: StagingSstableInfo) {
-        let staging_sstable_info = Arc::new(staging_sstable_info);
-        trace!("data_spilled. SST size {}", staging_sstable_info.imm_size());
+    fn handle_uploaded_sst_inner(&mut self, staging_sstable_info: Arc<StagingSstableInfo>) {
+        trace!("data_flushed. SST size {}", staging_sstable_info.imm_size());
         self.for_each_read_version(
             staging_sstable_info.imm_ids().keys().cloned(),
             |_, read_version| {
@@ -529,68 +462,19 @@ impl HummockEventHandler {
         )
     }
 
-    fn handle_await_sync_epoch(
+    fn handle_sync_epoch(
         &mut self,
         new_sync_epoch: HummockEpoch,
-        sync_result_sender: oneshot::Sender<HummockResult<SyncResult>>,
+        sync_result_sender: oneshot::Sender<HummockResult<SyncedData>>,
+        table_ids: HashSet<TableId>,
     ) {
-        debug!("receive await sync epoch: {}", new_sync_epoch);
-        // The epoch to sync has been committed already.
-        if new_sync_epoch <= self.uploader.max_committed_epoch() {
-            send_sync_result(
-                sync_result_sender,
-                Err(HummockError::other(format!(
-                    "epoch {} has been committed. {}",
-                    new_sync_epoch,
-                    self.uploader.max_committed_epoch()
-                ))),
-            );
-            return;
-        }
-        // The epoch has been synced
-        if new_sync_epoch <= self.uploader.max_synced_epoch() {
-            debug!(
-                "epoch {} has been synced. Current max_sync_epoch {}",
-                new_sync_epoch,
-                self.uploader.max_synced_epoch()
-            );
-            if let Some(result) = self.uploader.get_synced_data(new_sync_epoch) {
-                let result = to_sync_result(result);
-                send_sync_result(sync_result_sender, result);
-            } else {
-                send_sync_result(
-                    sync_result_sender,
-                    Err(HummockError::other(
-                        "the requested sync epoch is not a checkpoint epoch",
-                    )),
-                );
-            }
-            return;
-        }
-
         debug!(
             "awaiting for epoch to be synced: {}, max_synced_epoch: {}",
             new_sync_epoch,
             self.uploader.max_synced_epoch()
         );
-
-        // If the epoch is not synced, we add to the `pending_sync_requests` anyway. If the epoch is
-        // not a checkpoint epoch, it will be clear with the max synced epoch bumps up.
-        if let Some(old_sync_result_sender) = self
-            .pending_sync_requests
-            .insert(new_sync_epoch, sync_result_sender)
-        {
-            let _ = old_sync_result_sender
-                .send(Err(HummockError::other(
-                    "the sync rx is overwritten by an new rx",
-                )))
-                .inspect_err(|e| {
-                    error!(
-                        "unable to send sync result: {}. Err: {:?}",
-                        new_sync_epoch, e
-                    );
-                });
-        }
+        self.uploader
+            .start_sync_epoch(new_sync_epoch, sync_result_sender, table_ids);
     }
 
     async fn handle_clear(&mut self, notifier: oneshot::Sender<()>, prev_epoch: u64) {
@@ -598,7 +482,6 @@ impl HummockEventHandler {
             prev_epoch,
             max_committed_epoch = self.uploader.max_committed_epoch(),
             max_synced_epoch = self.uploader.max_synced_epoch(),
-            max_sealed_epoch = self.uploader.max_sealed_epoch(),
             "handle clear event"
         );
 
@@ -661,22 +544,12 @@ impl HummockEventHandler {
             );
         }
 
-        for (epoch, result_sender) in self.pending_sync_requests.extract_if(|_, _| true) {
-            send_sync_result(
-                result_sender,
-                Err(HummockError::other(format!(
-                    "the sync epoch {} has been cleared",
-                    epoch
-                ))),
-            );
-        }
-
         assert!(
             self.local_read_version_mapping.is_empty(),
             "read version mapping not empty when clear. remaining tables: {:?}",
             self.local_read_version_mapping
                 .values()
-                .map(|read_version| read_version.read().table_id())
+                .map(|(_, read_version)| read_version.read().table_id())
                 .collect_vec()
         );
 
@@ -727,8 +600,11 @@ impl HummockEventHandler {
                     assert_eq!(version_to_apply.id, version_delta.prev_id);
                     if version_to_apply.max_committed_epoch == version_delta.max_committed_epoch {
                         if let Some(sst_delta_infos) = &mut sst_delta_infos {
-                            **sst_delta_infos =
-                                version_to_apply.build_sst_delta_infos(version_delta);
+                            sst_delta_infos.extend(
+                                version_to_apply
+                                    .build_sst_delta_infos(version_delta)
+                                    .into_iter(),
+                            );
                         }
                     }
                     version_to_apply.apply_version_delta(version_delta);
@@ -804,8 +680,8 @@ impl HummockEventHandler {
     pub async fn start_hummock_event_handler_worker(mut self) {
         loop {
             tokio::select! {
-                event = self.uploader.next_event() => {
-                    self.handle_uploader_event(event);
+                sst = self.uploader.next_uploaded_sst() => {
+                    self.handle_uploaded_sst(sst);
                 }
                 event = self.refiller.next_event() => {
                     let CacheRefillerEvent {pinned_version, new_pinned_version } = event;
@@ -837,21 +713,12 @@ impl HummockEventHandler {
         }
     }
 
-    fn handle_uploader_event(&mut self, event: UploaderEvent) {
-        match event {
-            UploaderEvent::SyncFinish(epoch, newly_uploaded_sstables) => {
-                let _timer = self
-                    .metrics
-                    .event_handler_on_sync_finish_latency
-                    .start_timer();
-                self.handle_epoch_synced(epoch, newly_uploaded_sstables);
-            }
-
-            UploaderEvent::DataSpilled(staging_sstable_info) => {
-                let _timer = self.metrics.event_handler_on_spilled_latency.start_timer();
-                self.handle_data_spilled(staging_sstable_info);
-            }
-        }
+    fn handle_uploaded_sst(&mut self, sst: Arc<StagingSstableInfo>) {
+        let _timer = self
+            .metrics
+            .event_handler_on_upload_finish_latency
+            .start_timer();
+        self.handle_uploaded_sst_inner(sst);
     }
 
     /// Gracefully shutdown if returns `true`.
@@ -860,11 +727,12 @@ impl HummockEventHandler {
             HummockEvent::BufferMayFlush => {
                 self.uploader.may_flush();
             }
-            HummockEvent::AwaitSyncEpoch {
+            HummockEvent::SyncEpoch {
                 new_sync_epoch,
                 sync_result_sender,
+                table_ids,
             } => {
-                self.handle_await_sync_epoch(new_sync_epoch, sync_result_sender);
+                self.handle_sync_epoch(new_sync_epoch, sync_result_sender, table_ids);
             }
             HummockEvent::Clear(_, _) => {
                 unreachable!("clear is handled in separated async context")
@@ -872,6 +740,18 @@ impl HummockEventHandler {
             HummockEvent::Shutdown => {
                 unreachable!("shutdown is handled specially")
             }
+            HummockEvent::InitEpoch {
+                instance_id,
+                init_epoch,
+            } => {
+                let table_id = self
+                    .local_read_version_mapping
+                    .get(&instance_id)
+                    .expect("should exist")
+                    .0;
+                self.uploader
+                    .init_instance(instance_id, table_id, init_epoch);
+            }
             HummockEvent::ImmToUploader { instance_id, imm } => {
                 assert!(
                     self.local_read_version_mapping.contains_key(&instance_id),
@@ -883,33 +763,13 @@ impl HummockEventHandler {
                 self.uploader.may_flush();
             }
 
-            HummockEvent::SealEpoch {
-                epoch,
-                is_checkpoint,
-            } => {
-                self.uploader.seal_epoch(epoch);
-
-                if is_checkpoint {
-                    self.uploader.start_sync_epoch(epoch);
-                }
-            }
-
             HummockEvent::LocalSealEpoch {
-                epoch,
+                next_epoch,
                 opts,
-                table_id,
                 instance_id,
             } => {
-                assert!(
-                    self.local_read_version_mapping
-                        .contains_key(&instance_id),
-                    "seal epoch from non-existing read version instance: instance_id: {}, table_id: {}, epoch: {}",
-                    instance_id, table_id, epoch,
-                );
-                if let Some((direction, watermarks)) = opts.table_watermarks {
-                    self.uploader
-                        .add_table_watermarks(epoch, table_id, watermarks, direction)
-                }
+                self.uploader
+                    .local_seal_epoch(instance_id, next_epoch, opts);
             }
 
             #[cfg(any(test, feature = "test"))]
@@ -944,7 +804,7 @@ impl HummockEventHandler {
 
                 {
                     self.local_read_version_mapping
-                        .insert(instance_id, basic_read_version.clone());
+                        .insert(instance_id, (table_id, basic_read_version.clone()));
                     let mut read_version_mapping_guard = self.read_version_mapping.write();
 
                     read_version_mapping_guard
@@ -968,33 +828,29 @@ impl HummockEventHandler {
                             table_id, instance_id
                         );
                         guard.event_sender.take().expect("sender is just set");
-                        self.destroy_read_version(table_id, instance_id);
+                        self.destroy_read_version(instance_id);
                     }
                 }
             }
 
-            HummockEvent::DestroyReadVersion {
-                table_id,
-                instance_id,
-            } => {
-                self.destroy_read_version(table_id, instance_id);
+            HummockEvent::DestroyReadVersion { instance_id } => {
+                self.uploader.may_destroy_instance(instance_id);
+                self.destroy_read_version(instance_id);
             }
         }
     }
 
-    fn destroy_read_version(&mut self, table_id: TableId, instance_id: LocalInstanceId) {
+    fn destroy_read_version(&mut self, instance_id: LocalInstanceId) {
         {
             {
-                debug!(
-                    "read version deregister: table_id: {}, instance_id: {}",
-                    table_id, instance_id
-                );
-                self.local_read_version_mapping
+                debug!("read version deregister: instance_id: {}", instance_id);
+                let (table_id, _) = self
+                    .local_read_version_mapping
                     .remove(&instance_id)
                     .unwrap_or_else(|| {
                         panic!(
-                            "DestroyHummockInstance inexist instance table_id {} instance_id {}",
-                            table_id, instance_id
+                            "DestroyHummockInstance inexist instance instance_id {}",
+                            instance_id
                         )
                     });
                 let mut read_version_mapping_guard = self.read_version_mapping.write();
@@ -1025,65 +881,71 @@ impl HummockEventHandler {
     }
 }
 
-fn send_sync_result(
-    sender: oneshot::Sender<HummockResult<SyncResult>>,
-    result: HummockResult<SyncResult>,
+pub(super) fn send_sync_result(
+    sender: oneshot::Sender<HummockResult<SyncedData>>,
+    result: HummockResult<SyncedData>,
 ) {
     let _ = sender.send(result).inspect_err(|e| {
         error!("unable to send sync result. Err: {:?}", e);
     });
 }
 
-fn to_sync_result(result: &HummockResult<SyncedData>) -> HummockResult<SyncResult> {
-    match result {
-        Ok(sync_data) => {
-            let sync_size = sync_data
-                .staging_ssts
-                .iter()
-                .map(StagingSstableInfo::imm_size)
-                .sum();
-            Ok(SyncResult {
+impl SyncedData {
+    pub fn into_sync_result(self) -> SyncResult {
+        {
+            let SyncedData {
+                uploaded_ssts,
+                table_watermarks,
+            } = self;
+            let mut sync_size = 0;
+            let mut uncommitted_ssts = Vec::new();
+            let mut old_value_ssts = Vec::new();
+            // The newly uploaded `sstable_infos` contains newer data. Therefore,
+            // `newly_upload_ssts` at the front
+            for sst in uploaded_ssts {
+                sync_size += sst.imm_size();
+                uncommitted_ssts.extend(sst.sstable_infos().iter().cloned());
+                old_value_ssts.extend(sst.old_value_sstable_infos().iter().cloned());
+            }
+            SyncResult {
                 sync_size,
-                uncommitted_ssts: sync_data
-                    .staging_ssts
-                    .iter()
-                    .flat_map(|staging_sstable_info| staging_sstable_info.sstable_infos().clone())
-                    .collect(),
-                table_watermarks: sync_data.table_watermarks.clone(),
-                old_value_ssts: sync_data
-                    .staging_ssts
-                    .iter()
-                    .flat_map(|staging_sstable_info| {
-                        staging_sstable_info.old_value_sstable_infos().clone()
-                    })
-                    .collect(),
-            })
+                uncommitted_ssts,
+                table_watermarks: table_watermarks.clone(),
+                old_value_ssts,
+            }
         }
-        Err(e) => Err(HummockError::other(format!(
-            "sync task failed: {}",
-            e.as_report()
-        ))),
     }
 }
 
 #[cfg(test)]
 mod tests {
+    use std::collections::HashSet;
     use std::future::{poll_fn, Future};
     use std::sync::Arc;
     use std::task::Poll;
 
     use futures::FutureExt;
+    use parking_lot::Mutex;
+    use risingwave_common::buffer::BitmapBuilder;
+    use risingwave_common::hash::VirtualNode;
+    use risingwave_common::util::epoch::{test_epoch, EpochExt};
     use risingwave_hummock_sdk::version::HummockVersion;
     use risingwave_pb::hummock::PbHummockVersion;
     use tokio::spawn;
     use tokio::sync::mpsc::unbounded_channel;
     use tokio::sync::oneshot;
 
+    use crate::hummock::event_handler::refiller::CacheRefiller;
+    use crate::hummock::event_handler::uploader::tests::{gen_imm, TEST_TABLE_ID};
+    use crate::hummock::event_handler::uploader::UploadTaskOutput;
     use crate::hummock::event_handler::{HummockEvent, HummockEventHandler, HummockVersionUpdate};
     use crate::hummock::iterator::test_utils::mock_sstable_store;
     use crate::hummock::local_version::pinned_version::PinnedVersion;
+    use crate::hummock::store::version::{StagingData, VersionUpdate};
     use crate::hummock::test_utils::default_opts_for_test;
+    use crate::hummock::HummockError;
     use crate::monitor::HummockStateStoreMetrics;
+    use crate::store::SealCurrentEpochOptions;
 
     #[tokio::test]
     async fn test_clear_shared_buffer() {
@@ -1218,4 +1080,130 @@ mod tests {
             assert_eq!(latest_version.load().version(), &version5);
         }
     }
+
+    #[tokio::test]
+    async fn test_old_epoch_sync_fail() {
+        let epoch0 = test_epoch(233);
+
+        let initial_version = PinnedVersion::new(
+            HummockVersion::from_rpc_protobuf(&PbHummockVersion {
+                id: 1,
+                max_committed_epoch: epoch0,
+                ..Default::default()
+            }),
+            unbounded_channel().0,
+        );
+
+        let (_version_update_tx, version_update_rx) = unbounded_channel();
+
+        let epoch1 = epoch0.next_epoch();
+        let epoch2 = epoch1.next_epoch();
+        let (tx, rx) = oneshot::channel();
+        let rx = Arc::new(Mutex::new(Some(rx)));
+
+        let event_handler = HummockEventHandler::new_inner(
+            version_update_rx,
+            initial_version.clone(),
+            None,
+            mock_sstable_store().await,
+            Arc::new(HummockStateStoreMetrics::unused()),
+            &default_opts_for_test(),
+            Arc::new(move |_, info| {
+                assert_eq!(info.epochs.len(), 1);
+                let epoch = info.epochs[0];
+                match epoch {
+                    epoch if epoch == epoch1 => {
+                        let rx = rx.lock().take().unwrap();
+                        spawn(async move {
+                            rx.await.unwrap();
+                            Err(HummockError::other("fail"))
+                        })
+                    }
+                    epoch if epoch == epoch2 => spawn(async move {
+                        Ok(UploadTaskOutput {
+                            new_value_ssts: vec![],
+                            old_value_ssts: vec![],
+                            wait_poll_timer: None,
+                        })
+                    }),
+                    _ => unreachable!(),
+                }
+            }),
+            CacheRefiller::default_spawn_refill_task(),
+        );
+
+        let event_tx = event_handler.event_sender();
+
+        let send_event = |event| event_tx.send(event).unwrap();
+
+        let _join_handle = spawn(event_handler.start_hummock_event_handler_worker());
+
+        let (read_version, guard) = {
+            let (tx, rx) = oneshot::channel();
+            send_event(HummockEvent::RegisterReadVersion {
+                table_id: TEST_TABLE_ID,
+                new_read_version_sender: tx,
+                is_replicated: false,
+                vnodes: Arc::new(BitmapBuilder::filled(VirtualNode::COUNT).finish()),
+            });
+            rx.await.unwrap()
+        };
+
+        send_event(HummockEvent::InitEpoch {
+            instance_id: guard.instance_id,
+            init_epoch: epoch1,
+        });
+
+        let imm1 = gen_imm(epoch1).await;
+        read_version
+            .write()
+            .update(VersionUpdate::Staging(StagingData::ImmMem(imm1.clone())));
+
+        send_event(HummockEvent::ImmToUploader {
+            instance_id: guard.instance_id,
+            imm: imm1,
+        });
+
+        send_event(HummockEvent::LocalSealEpoch {
+            instance_id: guard.instance_id,
+            next_epoch: epoch2,
+            opts: SealCurrentEpochOptions::for_test(),
+        });
+
+        let imm2 = gen_imm(epoch2).await;
+        read_version
+            .write()
+            .update(VersionUpdate::Staging(StagingData::ImmMem(imm2.clone())));
+
+        send_event(HummockEvent::ImmToUploader {
+            instance_id: guard.instance_id,
+            imm: imm2,
+        });
+
+        let epoch3 = epoch2.next_epoch();
+        send_event(HummockEvent::LocalSealEpoch {
+            instance_id: guard.instance_id,
+            next_epoch: epoch3,
+            opts: SealCurrentEpochOptions::for_test(),
+        });
+
+        let (tx1, mut rx1) = oneshot::channel();
+        send_event(HummockEvent::SyncEpoch {
+            new_sync_epoch: epoch1,
+            sync_result_sender: tx1,
+            table_ids: HashSet::from_iter([TEST_TABLE_ID]),
+        });
+        assert!(poll_fn(|cx| Poll::Ready(rx1.poll_unpin(cx).is_pending())).await);
+        let (tx2, mut rx2) = oneshot::channel();
+        send_event(HummockEvent::SyncEpoch {
+            new_sync_epoch: epoch2,
+            sync_result_sender: tx2,
+            table_ids: HashSet::from_iter([TEST_TABLE_ID]),
+        });
+        assert!(poll_fn(|cx| Poll::Ready(rx2.poll_unpin(cx).is_pending())).await);
+
+        tx.send(()).unwrap();
+        rx1.await.unwrap().unwrap_err();
+        rx2.await.unwrap().unwrap_err();
+    }
 }
diff --git a/src/storage/src/hummock/event_handler/mod.rs b/src/storage/src/hummock/event_handler/mod.rs
index f15cc39f82ef6..1d0935c0ac485 100644
--- a/src/storage/src/hummock/event_handler/mod.rs
+++ b/src/storage/src/hummock/event_handler/mod.rs
@@ -12,13 +12,13 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::HashMap;
+use std::collections::{HashMap, HashSet};
 use std::sync::Arc;
 
 use parking_lot::{RwLock, RwLockReadGuard};
 use risingwave_common::buffer::Bitmap;
 use risingwave_common::catalog::TableId;
-use risingwave_hummock_sdk::{HummockEpoch, SyncResult};
+use risingwave_hummock_sdk::HummockEpoch;
 use thiserror_ext::AsReport;
 use tokio::sync::oneshot;
 
@@ -36,6 +36,7 @@ use risingwave_hummock_sdk::version::{HummockVersion, HummockVersionDelta};
 
 use super::store::version::HummockReadVersion;
 use crate::hummock::event_handler::hummock_event_handler::HummockEventSender;
+use crate::hummock::event_handler::uploader::SyncedData;
 
 #[derive(Debug)]
 pub struct BufferWriteRequest {
@@ -57,9 +58,10 @@ pub enum HummockEvent {
     /// An epoch is going to be synced. Once the event is processed, there will be no more flush
     /// task on this epoch. Previous concurrent flush task join handle will be returned by the join
     /// handle sender.
-    AwaitSyncEpoch {
+    SyncEpoch {
         new_sync_epoch: HummockEpoch,
-        sync_result_sender: oneshot::Sender<HummockResult<SyncResult>>,
+        sync_result_sender: oneshot::Sender<HummockResult<SyncedData>>,
+        table_ids: HashSet<TableId>,
     },
 
     /// Clear shared buffer and reset all states
@@ -72,15 +74,14 @@ pub enum HummockEvent {
         imm: ImmutableMemtable,
     },
 
-    SealEpoch {
-        epoch: HummockEpoch,
-        is_checkpoint: bool,
+    InitEpoch {
+        instance_id: LocalInstanceId,
+        init_epoch: HummockEpoch,
     },
 
     LocalSealEpoch {
         instance_id: LocalInstanceId,
-        table_id: TableId,
-        epoch: HummockEpoch,
+        next_epoch: HummockEpoch,
         opts: SealCurrentEpochOptions,
     },
 
@@ -97,7 +98,6 @@ pub enum HummockEvent {
     },
 
     DestroyReadVersion {
-        table_id: TableId,
         instance_id: LocalInstanceId,
     },
 }
@@ -107,36 +107,35 @@ impl HummockEvent {
         match self {
             HummockEvent::BufferMayFlush => "BufferMayFlush".to_string(),
 
-            HummockEvent::AwaitSyncEpoch {
+            HummockEvent::SyncEpoch {
                 new_sync_epoch,
                 sync_result_sender: _,
-            } => format!("AwaitSyncEpoch epoch {} ", new_sync_epoch),
+                table_ids,
+            } => format!("AwaitSyncEpoch epoch {} {:?}", new_sync_epoch, table_ids),
 
             HummockEvent::Clear(_, prev_epoch) => format!("Clear {:?}", prev_epoch),
 
             HummockEvent::Shutdown => "Shutdown".to_string(),
 
+            HummockEvent::InitEpoch {
+                instance_id,
+                init_epoch,
+            } => {
+                format!("InitEpoch {} {}", instance_id, init_epoch)
+            }
+
             HummockEvent::ImmToUploader { instance_id, imm } => {
                 format!("ImmToUploader {} {}", instance_id, imm.batch_id())
             }
 
-            HummockEvent::SealEpoch {
-                epoch,
-                is_checkpoint,
-            } => format!(
-                "SealEpoch epoch {:?} is_checkpoint {:?}",
-                epoch, is_checkpoint
-            ),
-
             HummockEvent::LocalSealEpoch {
-                epoch,
                 instance_id,
-                table_id,
+                next_epoch,
                 opts,
             } => {
                 format!(
-                    "LocalSealEpoch epoch: {}, table_id: {}, instance_id: {}, opts: {:?}",
-                    epoch, table_id.table_id, instance_id, opts
+                    "LocalSealEpoch next_epoch: {}, instance_id: {}, opts: {:?}",
+                    next_epoch, instance_id, opts
                 )
             }
 
@@ -150,13 +149,9 @@ impl HummockEvent {
                 table_id, is_replicated
             ),
 
-            HummockEvent::DestroyReadVersion {
-                table_id,
-                instance_id,
-            } => format!(
-                "DestroyReadVersion table_id {:?} instance_id {:?}",
-                table_id, instance_id
-            ),
+            HummockEvent::DestroyReadVersion { instance_id } => {
+                format!("DestroyReadVersion instance_id {:?}", instance_id)
+            }
 
             #[cfg(any(test, feature = "test"))]
             HummockEvent::FlushEvent(_) => "FlushEvent".to_string(),
@@ -210,7 +205,6 @@ impl Drop for LocalInstanceGuard {
             // need to handle failure
             sender
                 .send(HummockEvent::DestroyReadVersion {
-                    table_id: self.table_id,
                     instance_id: self.instance_id,
                 })
                 .unwrap_or_else(|err| {
diff --git a/src/storage/src/hummock/event_handler/uploader.rs b/src/storage/src/hummock/event_handler/uploader.rs
index 23c0ea4ab49d1..f341937d8795f 100644
--- a/src/storage/src/hummock/event_handler/uploader.rs
+++ b/src/storage/src/hummock/event_handler/uploader.rs
@@ -12,16 +12,16 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::hash_map::Entry;
-use std::collections::{BTreeMap, HashMap, VecDeque};
+use std::cmp::Ordering;
+use std::collections::btree_map::Entry;
+use std::collections::{BTreeMap, HashMap, HashSet, VecDeque};
 use std::fmt::{Debug, Display, Formatter};
 use std::future::{poll_fn, Future};
-use std::mem::take;
+use std::mem::{replace, swap, take};
 use std::pin::Pin;
 use std::sync::Arc;
 use std::task::{ready, Context, Poll};
 
-use futures::future::{try_join_all, TryJoinAll};
 use futures::FutureExt;
 use itertools::Itertools;
 use more_asserts::{assert_ge, assert_gt};
@@ -30,15 +30,17 @@ use prometheus::{HistogramTimer, IntGauge};
 use risingwave_common::buffer::BitmapBuilder;
 use risingwave_common::catalog::TableId;
 use risingwave_common::hash::VirtualNode;
+use risingwave_common::must_match;
 use risingwave_hummock_sdk::table_watermark::{
     TableWatermarks, VnodeWatermark, WatermarkDirection,
 };
 use risingwave_hummock_sdk::{CompactionGroupId, HummockEpoch, LocalSstableInfo};
 use thiserror_ext::AsReport;
+use tokio::sync::oneshot;
 use tokio::task::JoinHandle;
-use tracing::{debug, error, info};
+use tracing::{debug, error, info, warn};
 
-use crate::hummock::event_handler::hummock_event_handler::BufferTracker;
+use crate::hummock::event_handler::hummock_event_handler::{send_sync_result, BufferTracker};
 use crate::hummock::event_handler::uploader::uploader_imm::UploaderImm;
 use crate::hummock::event_handler::LocalInstanceId;
 use crate::hummock::local_version::pinned_version::PinnedVersion;
@@ -48,6 +50,17 @@ use crate::hummock::{HummockError, HummockResult, ImmutableMemtable};
 use crate::mem_table::ImmId;
 use crate::monitor::HummockStateStoreMetrics;
 use crate::opts::StorageOpts;
+use crate::store::SealCurrentEpochOptions;
+
+/// Take epoch data inclusively before `epoch` out from `data`
+fn take_before_epoch<T>(
+    data: &mut BTreeMap<HummockEpoch, T>,
+    epoch: HummockEpoch,
+) -> BTreeMap<HummockEpoch, T> {
+    let mut before_epoch_data = data.split_off(&(epoch + 1));
+    swap(&mut before_epoch_data, data);
+    before_epoch_data
+}
 
 type UploadTaskInput = HashMap<LocalInstanceId, Vec<UploaderImm>>;
 pub type UploadTaskPayload = HashMap<LocalInstanceId, Vec<ImmutableMemtable>>;
@@ -251,7 +264,10 @@ impl UploadingTask {
     }
 
     /// Poll the result of the uploading task
-    fn poll_result(&mut self, cx: &mut Context<'_>) -> Poll<HummockResult<StagingSstableInfo>> {
+    fn poll_result(
+        &mut self,
+        cx: &mut Context<'_>,
+    ) -> Poll<HummockResult<Arc<StagingSstableInfo>>> {
         Poll::Ready(match ready!(self.join_handle.poll_unpin(cx)) {
             Ok(task_result) => task_result
                 .inspect(|_| {
@@ -263,13 +279,13 @@ impl UploadingTask {
                 })
                 .inspect_err(|e| error!(task_info = ?self.task_info, err = ?e.as_report(), "upload task failed"))
                 .map(|output| {
-                    StagingSstableInfo::new(
+                    Arc::new(StagingSstableInfo::new(
                         output.new_value_ssts,
                         output.old_value_ssts,
                         self.task_info.epochs.clone(),
                         self.task_info.imm_ids.clone(),
                         self.task_info.task_size,
-                    )
+                    ))
                 }),
 
             Err(err) => Err(HummockError::other(format!(
@@ -280,7 +296,7 @@ impl UploadingTask {
     }
 
     /// Poll the uploading task until it succeeds. If it fails, we will retry it.
-    fn poll_ok_with_retry(&mut self, cx: &mut Context<'_>) -> Poll<StagingSstableInfo> {
+    fn poll_ok_with_retry(&mut self, cx: &mut Context<'_>) -> Poll<Arc<StagingSstableInfo>> {
         loop {
             let result = ready!(self.poll_result(cx));
             match result {
@@ -309,7 +325,7 @@ impl UploadingTask {
 }
 
 impl Future for UploadingTask {
-    type Output = HummockResult<StagingSstableInfo>;
+    type Output = HummockResult<Arc<StagingSstableInfo>>;
 
     fn poll(mut self: Pin<&mut Self>, cx: &mut Context<'_>) -> Poll<Self::Output> {
         self.poll_result(cx)
@@ -323,22 +339,20 @@ struct SpilledData {
     // ordered spilling tasks. Task at the back is spilling older data.
     uploading_tasks: VecDeque<UploadingTask>,
     // ordered spilled data. Data at the back is older.
-    uploaded_data: VecDeque<StagingSstableInfo>,
+    uploaded_data: VecDeque<Arc<StagingSstableInfo>>,
 }
 
 impl SpilledData {
-    #[cfg(test)]
-    fn is_empty(&self) -> bool {
-        self.uploading_tasks.is_empty() && self.uploaded_data.is_empty()
-    }
-
     fn add_task(&mut self, task: UploadingTask) {
         self.uploading_tasks.push_front(task);
     }
 
     /// Poll the successful spill of the oldest uploading task. Return `Poll::Ready(None)` is there
     /// is no uploading task
-    fn poll_success_spill(&mut self, cx: &mut Context<'_>) -> Poll<Option<StagingSstableInfo>> {
+    fn poll_success_spill(
+        &mut self,
+        cx: &mut Context<'_>,
+    ) -> Poll<Option<Arc<StagingSstableInfo>>> {
         // only poll the oldest uploading task if there is any
         if let Some(task) = self.uploading_tasks.back_mut() {
             let staging_sstable_info = ready!(task.poll_ok_with_retry(cx));
@@ -350,29 +364,24 @@ impl SpilledData {
         }
     }
 
-    fn clear(&mut self) {
-        for task in self.uploading_tasks.drain(..) {
+    fn abort(self) {
+        for task in self.uploading_tasks {
             task.join_handle.abort();
         }
-        self.uploaded_data.clear();
     }
 }
 
 #[derive(Default, Debug)]
-struct UnsealedEpochData {
-    // newer data at the front
-    imms: HashMap<LocalInstanceId, VecDeque<UploaderImm>>,
+struct EpochData {
     spilled_data: SpilledData,
-
-    table_watermarks: HashMap<TableId, (WatermarkDirection, Vec<VnodeWatermark>, BitmapBuilder)>,
 }
 
-impl UnsealedEpochData {
-    fn flush(&mut self, context: &UploaderContext) -> usize {
-        let imms: HashMap<_, _> = take(&mut self.imms)
-            .into_iter()
-            .map(|(id, imms)| (id, imms.into_iter().collect_vec()))
-            .collect();
+impl EpochData {
+    fn flush(
+        &mut self,
+        context: &UploaderContext,
+        imms: HashMap<LocalInstanceId, Vec<UploaderImm>>,
+    ) -> usize {
         if !imms.is_empty() {
             let task = UploadingTask::new(imms, context);
             context.stats.spill_task_counts_from_unsealed.inc();
@@ -388,10 +397,12 @@ impl UnsealedEpochData {
             0
         }
     }
+}
 
+impl TableUnsyncData {
     fn add_table_watermarks(
         &mut self,
-        table_id: TableId,
+        epoch: HummockEpoch,
         table_watermarks: Vec<VnodeWatermark>,
         direction: WatermarkDirection,
     ) {
@@ -410,50 +421,50 @@ impl UnsealedEpochData {
                 }
             }
         }
-        match self.table_watermarks.entry(table_id) {
-            Entry::Occupied(mut entry) => {
-                let (prev_direction, prev_watermarks, vnode_bitmap) = entry.get_mut();
+        match &mut self.table_watermarks {
+            Some((prev_direction, prev_watermarks)) => {
                 assert_eq!(
                     *prev_direction, direction,
                     "table id {} new watermark direction not match with previous",
-                    table_id
+                    self.table_id
                 );
-                apply_new_vnodes(vnode_bitmap, &table_watermarks);
-                prev_watermarks.extend(table_watermarks);
+                match prev_watermarks.entry(epoch) {
+                    Entry::Occupied(mut entry) => {
+                        let (prev_watermarks, vnode_bitmap) = entry.get_mut();
+                        apply_new_vnodes(vnode_bitmap, &table_watermarks);
+                        prev_watermarks.extend(table_watermarks);
+                    }
+                    Entry::Vacant(entry) => {
+                        let mut vnode_bitmap = BitmapBuilder::zeroed(VirtualNode::COUNT);
+                        apply_new_vnodes(&mut vnode_bitmap, &table_watermarks);
+                        entry.insert((table_watermarks, vnode_bitmap));
+                    }
+                }
             }
-            Entry::Vacant(entry) => {
+            None => {
                 let mut vnode_bitmap = BitmapBuilder::zeroed(VirtualNode::COUNT);
                 apply_new_vnodes(&mut vnode_bitmap, &table_watermarks);
-                entry.insert((direction, table_watermarks, vnode_bitmap));
+                self.table_watermarks = Some((
+                    direction,
+                    BTreeMap::from_iter([(epoch, (table_watermarks, vnode_bitmap))]),
+                ));
             }
         }
     }
 }
 
 #[derive(Default)]
-/// Data at the sealed stage. We will ensure that data in `imms` are newer than the data in the
-/// `spilled_data`, and that data in the `uploading_tasks` in `spilled_data` are newer than data in
-/// the `uploaded_data` in `spilled_data`.
-struct SealedData {
+struct SyncDataBuilder {
     // newer epochs come first
     epochs: VecDeque<HummockEpoch>,
 
-    // Sealed imms grouped by table shard.
-    // newer data (larger imm id) at the front
-    imms_by_table_shard: HashMap<LocalInstanceId, VecDeque<UploaderImm>>,
-
     spilled_data: SpilledData,
 
     table_watermarks: HashMap<TableId, TableWatermarks>,
 }
 
-impl SealedData {
-    fn clear(&mut self) {
-        self.spilled_data.clear();
-        *self = Self::default();
-    }
-
-    /// Add the data of a newly sealed epoch.
+impl SyncDataBuilder {
+    /// Add the data of a new epoch.
     ///
     /// Note: it may happen that, for example, currently we hold `imms` and `spilled_data` of epoch
     /// 3,  and after we add the spilled data of epoch 4, both `imms` and `spilled_data` hold data
@@ -463,9 +474,9 @@ impl SealedData {
     /// data of `imms` must not overlap with the epoch 4 data of `spilled_data`. The explanation is
     /// as followed:
     ///
-    /// First, unsealed data has 3 stages, from earlier to later, imms, uploading task, and
-    /// uploaded. When we try to spill unsealed data, we first pick the imms of older epoch until
-    /// the imms of older epoch are all picked. When we try to poll the uploading tasks of unsealed
+    /// First, unsync data has 3 stages, from earlier to later, imms, uploading task, and
+    /// uploaded. When we try to spill unsync data, we first pick the imms of older epoch until
+    /// the imms of older epoch are all picked. When we try to poll the uploading tasks of unsync
     /// data, we first poll the task of older epoch, until there is no uploading task in older
     /// epoch. Therefore, we can reach that, if two data are in the same stage, but
     /// different epochs, data in the older epoch will always enter the next stage earlier than data
@@ -479,28 +490,19 @@ impl SealedData {
     /// Based on the two points above, we can reach that, if two data of a same key appear in
     /// different epochs, the data of older epoch will not appear at a later stage than the data
     /// of newer epoch. Therefore, we can safely merge the data of each stage when we seal an epoch.
-    fn seal_new_epoch(&mut self, epoch: HummockEpoch, mut unseal_epoch_data: UnsealedEpochData) {
-        if let Some(prev_max_sealed_epoch) = self.epochs.front() {
+    fn add_new_epoch(&mut self, epoch: HummockEpoch, mut unseal_epoch_data: EpochData) {
+        if let Some(prev_max_epoch) = self.epochs.front() {
             assert!(
-                epoch > *prev_max_sealed_epoch,
-                "epoch {} to seal not greater than prev max sealed epoch {}",
+                epoch > *prev_max_epoch,
+                "epoch {} to seal not greater than prev max epoch {}",
                 epoch,
-                prev_max_sealed_epoch
+                prev_max_epoch
             );
         }
 
-        // rearrange sealed imms by table shard and in epoch descending order
-        for (instance_id, imms) in unseal_epoch_data.imms {
-            let queue = self.imms_by_table_shard.entry(instance_id).or_default();
-            for imm in imms.into_iter().rev() {
-                if let Some(front) = queue.front() {
-                    assert_gt!(imm.batch_id(), front.batch_id());
-                }
-                queue.push_front(imm);
-            }
-        }
-
         self.epochs.push_front(epoch);
+        // for each local instance, earlier data must be spilled at earlier epoch. Therefore, since we add spill data from old epoch
+        // to new epoch,
         unseal_epoch_data
             .spilled_data
             .uploading_tasks
@@ -511,87 +513,448 @@ impl SealedData {
             .append(&mut self.spilled_data.uploaded_data);
         self.spilled_data.uploading_tasks = unseal_epoch_data.spilled_data.uploading_tasks;
         self.spilled_data.uploaded_data = unseal_epoch_data.spilled_data.uploaded_data;
-        for (table_id, (direction, watermarks, _)) in unseal_epoch_data.table_watermarks {
-            match self.table_watermarks.entry(table_id) {
-                Entry::Occupied(mut entry) => {
-                    entry.get_mut().add_new_epoch_watermarks(
+    }
+
+    fn add_table_watermarks(
+        &mut self,
+        table_id: TableId,
+        direction: WatermarkDirection,
+        watermarks: impl Iterator<Item = (HummockEpoch, Vec<VnodeWatermark>)>,
+    ) {
+        let mut table_watermarks: Option<TableWatermarks> = None;
+        for (epoch, watermarks) in watermarks {
+            match &mut table_watermarks {
+                Some(prev_watermarks) => {
+                    prev_watermarks.add_new_epoch_watermarks(
                         epoch,
                         Arc::from(watermarks),
                         direction,
                     );
                 }
-                Entry::Vacant(entry) => {
-                    entry.insert(TableWatermarks::single_epoch(epoch, watermarks, direction));
+                None => {
+                    table_watermarks =
+                        Some(TableWatermarks::single_epoch(epoch, watermarks, direction));
                 }
-            };
+            }
+        }
+        if let Some(table_watermarks) = table_watermarks {
+            assert!(self
+                .table_watermarks
+                .insert(table_id, table_watermarks)
+                .is_none());
         }
     }
 
-    // Flush can be triggered by either a sync_epoch or a spill (`may_flush`) request.
-    fn flush(&mut self, context: &UploaderContext, is_spilled: bool) -> usize {
-        let payload: HashMap<_, Vec<_>> = take(&mut self.imms_by_table_shard)
-            .into_iter()
-            .map(|(id, imms)| (id, imms.into_iter().collect()))
-            .collect();
-
+    fn flush(&mut self, context: &UploaderContext, payload: UploadTaskInput) {
         if !payload.is_empty() {
             let task = UploadingTask::new(payload, context);
-            let size = task.task_info.task_size;
-            if is_spilled {
-                context.stats.spill_task_counts_from_sealed.inc();
-                context
-                    .stats
-                    .spill_task_size_from_sealed
-                    .inc_by(task.task_info.task_size as u64);
-                info!("Spill sealed data. Task: {}", task.get_task_info());
-            }
             self.spilled_data.add_task(task);
-            size
+        }
+    }
+}
+
+struct LocalInstanceEpochData {
+    epoch: HummockEpoch,
+    // newer data comes first.
+    imms: VecDeque<UploaderImm>,
+    has_spilled: bool,
+}
+
+impl LocalInstanceEpochData {
+    fn new(epoch: HummockEpoch) -> Self {
+        Self {
+            epoch,
+            imms: VecDeque::new(),
+            has_spilled: false,
+        }
+    }
+
+    fn epoch(&self) -> HummockEpoch {
+        self.epoch
+    }
+
+    fn add_imm(&mut self, imm: UploaderImm) {
+        assert_eq!(imm.max_epoch(), imm.min_epoch());
+        assert_eq!(self.epoch, imm.min_epoch());
+        if let Some(prev_imm) = self.imms.front() {
+            assert_gt!(imm.batch_id(), prev_imm.batch_id());
+        }
+        self.imms.push_front(imm);
+    }
+
+    fn is_empty(&self) -> bool {
+        self.imms.is_empty()
+    }
+}
+
+struct LocalInstanceUnsyncData {
+    table_id: TableId,
+    instance_id: LocalInstanceId,
+    // None means that the current instance should have stopped advancing
+    current_epoch_data: Option<LocalInstanceEpochData>,
+    // newer data comes first.
+    sealed_data: VecDeque<LocalInstanceEpochData>,
+    // newer data comes first
+    flushing_imms: VecDeque<SharedBufferBatchId>,
+}
+
+impl LocalInstanceUnsyncData {
+    fn new(table_id: TableId, instance_id: LocalInstanceId, init_epoch: HummockEpoch) -> Self {
+        Self {
+            table_id,
+            instance_id,
+            current_epoch_data: Some(LocalInstanceEpochData::new(init_epoch)),
+            sealed_data: VecDeque::new(),
+            flushing_imms: Default::default(),
+        }
+    }
+
+    fn add_imm(&mut self, imm: UploaderImm) {
+        assert_eq!(self.table_id, imm.table_id);
+        self.current_epoch_data
+            .as_mut()
+            .expect("should be Some when adding new imm")
+            .add_imm(imm);
+    }
+
+    fn local_seal_epoch(&mut self, next_epoch: HummockEpoch) -> HummockEpoch {
+        let data = self
+            .current_epoch_data
+            .as_mut()
+            .expect("should be Some when seal new epoch");
+        let current_epoch = data.epoch;
+        debug!(
+            instance_id = self.instance_id,
+            next_epoch, current_epoch, "local seal epoch"
+        );
+        assert_gt!(next_epoch, current_epoch);
+        let epoch_data = replace(data, LocalInstanceEpochData::new(next_epoch));
+        if !epoch_data.is_empty() {
+            self.sealed_data.push_front(epoch_data);
+        }
+        current_epoch
+    }
+
+    // imm_ids from old to new, which means in ascending order
+    fn ack_flushed(&mut self, imm_ids: impl Iterator<Item = SharedBufferBatchId>) {
+        for imm_id in imm_ids {
+            assert_eq!(self.flushing_imms.pop_back().expect("should exist"), imm_id);
+        }
+    }
+
+    fn spill(&mut self, epoch: HummockEpoch) -> Vec<UploaderImm> {
+        let imms = if let Some(oldest_sealed_epoch) = self.sealed_data.back() {
+            match oldest_sealed_epoch.epoch.cmp(&epoch) {
+                Ordering::Less => {
+                    unreachable!(
+                        "should not spill at this epoch because there \
+                    is unspilled data in previous epoch: prev epoch {}, spill epoch {}",
+                        oldest_sealed_epoch.epoch, epoch
+                    );
+                }
+                Ordering::Equal => {
+                    let epoch_data = self.sealed_data.pop_back().unwrap();
+                    assert_eq!(epoch, epoch_data.epoch);
+                    epoch_data.imms
+                }
+                Ordering::Greater => VecDeque::new(),
+            }
         } else {
-            0
+            let Some(current_epoch_data) = &mut self.current_epoch_data else {
+                return Vec::new();
+            };
+            match current_epoch_data.epoch.cmp(&epoch) {
+                Ordering::Less => {
+                    assert!(
+                        current_epoch_data.imms.is_empty(),
+                        "should not spill at this epoch because there \
+                    is unspilled data in current epoch epoch {}, spill epoch {}",
+                        current_epoch_data.epoch,
+                        epoch
+                    );
+                    VecDeque::new()
+                }
+                Ordering::Equal => {
+                    if !current_epoch_data.imms.is_empty() {
+                        current_epoch_data.has_spilled = true;
+                        take(&mut current_epoch_data.imms)
+                    } else {
+                        VecDeque::new()
+                    }
+                }
+                Ordering::Greater => VecDeque::new(),
+            }
+        };
+        self.add_flushing_imm(imms.iter().rev().map(|imm| imm.batch_id()));
+        imms.into_iter().collect()
+    }
+
+    fn add_flushing_imm(&mut self, imm_ids: impl Iterator<Item = SharedBufferBatchId>) {
+        for imm_id in imm_ids {
+            if let Some(prev_imm_id) = self.flushing_imms.front() {
+                assert_gt!(imm_id, *prev_imm_id);
+            }
+            self.flushing_imms.push_front(imm_id);
         }
     }
 
-    /// Clear self and return the current sealed data
-    fn drain(&mut self) -> SealedData {
-        take(self)
+    // start syncing the imm inclusively before the `epoch`
+    // returning data with newer data coming first
+    fn sync(&mut self, epoch: HummockEpoch) -> Vec<UploaderImm> {
+        // firstly added from old to new
+        let mut ret = Vec::new();
+        while let Some(epoch_data) = self.sealed_data.back()
+            && epoch_data.epoch() <= epoch
+        {
+            let imms = self.sealed_data.pop_back().expect("checked exist").imms;
+            self.add_flushing_imm(imms.iter().rev().map(|imm| imm.batch_id()));
+            ret.extend(imms.into_iter().rev());
+        }
+        // reverse so that newer data comes first
+        ret.reverse();
+        if let Some(latest_epoch_data) = &self.current_epoch_data {
+            if latest_epoch_data.epoch <= epoch {
+                assert!(self.sealed_data.is_empty());
+                assert!(latest_epoch_data.is_empty());
+                assert!(!latest_epoch_data.has_spilled);
+                if cfg!(debug_assertions) {
+                    panic!("sync epoch exceeds latest epoch, and the current instance should have be archived");
+                }
+                warn!(
+                    instance_id = self.instance_id,
+                    table_id = self.table_id.table_id,
+                    "sync epoch exceeds latest epoch, and the current instance should have be archived"
+                );
+                self.current_epoch_data = None;
+            }
+        }
+        ret
     }
 
-    #[cfg(test)]
-    fn imm_count(&self) -> usize {
-        self.imms_by_table_shard
+    fn assert_after_epoch(&self, epoch: HummockEpoch) {
+        if let Some(oldest_sealed_data) = self.sealed_data.back() {
+            assert!(!oldest_sealed_data.imms.is_empty());
+            assert_gt!(oldest_sealed_data.epoch, epoch);
+        } else if let Some(current_data) = &self.current_epoch_data {
+            if current_data.epoch <= epoch {
+                assert!(current_data.imms.is_empty() && !current_data.has_spilled);
+            }
+        }
+    }
+}
+
+struct TableUnsyncData {
+    table_id: TableId,
+    instance_data: HashMap<LocalInstanceId, LocalInstanceUnsyncData>,
+    #[expect(clippy::type_complexity)]
+    table_watermarks: Option<(
+        WatermarkDirection,
+        BTreeMap<HummockEpoch, (Vec<VnodeWatermark>, BitmapBuilder)>,
+    )>,
+}
+
+impl TableUnsyncData {
+    fn new(table_id: TableId) -> Self {
+        Self {
+            table_id,
+            instance_data: Default::default(),
+            table_watermarks: None,
+        }
+    }
+
+    fn sync(
+        &mut self,
+        epoch: HummockEpoch,
+    ) -> (
+        impl Iterator<Item = (LocalInstanceId, Vec<UploaderImm>)> + '_,
+        Option<(
+            WatermarkDirection,
+            impl Iterator<Item = (HummockEpoch, Vec<VnodeWatermark>)>,
+        )>,
+    ) {
+        (
+            self.instance_data
+                .iter_mut()
+                .map(move |(instance_id, data)| (*instance_id, data.sync(epoch))),
+            self.table_watermarks
+                .as_mut()
+                .map(|(direction, watermarks)| {
+                    let watermarks = take_before_epoch(watermarks, epoch);
+                    (
+                        *direction,
+                        watermarks
+                            .into_iter()
+                            .map(|(epoch, (watermarks, _))| (epoch, watermarks)),
+                    )
+                }),
+        )
+    }
+
+    fn assert_after_epoch(&self, epoch: HummockEpoch) {
+        self.instance_data
             .values()
-            .map(|imms| imms.len())
-            .sum()
+            .for_each(|instance_data| instance_data.assert_after_epoch(epoch));
+        if let Some((_, watermarks)) = &self.table_watermarks
+            && let Some((oldest_epoch, _)) = watermarks.first_key_value()
+        {
+            assert_gt!(*oldest_epoch, epoch);
+        }
     }
 }
 
-struct SyncingData {
-    // newer epochs come first
-    epochs: Vec<HummockEpoch>,
-    // TODO: may replace `TryJoinAll` with a future that will abort other join handles once
-    // one join handle failed.
-    // None means there is no pending uploading tasks
-    uploading_tasks: Option<TryJoinAll<UploadingTask>>,
-    // newer data at the front
-    uploaded: VecDeque<StagingSstableInfo>,
-    table_watermarks: HashMap<TableId, TableWatermarks>,
+#[derive(Default)]
+/// Unsync data, can be either imm or spilled sst, and some aggregated epoch information.
+///
+/// `instance_data` holds the imm of each individual local instance, and data are first added here.
+/// The aggregated epoch information (table watermarks, etc.) and the spilled sst will be added to `epoch_data`.
+struct UnsyncData {
+    table_data: HashMap<TableId, TableUnsyncData>,
+    // An index as a mapping from instance id to its table id
+    instance_table_id: HashMap<LocalInstanceId, TableId>,
+    epoch_data: BTreeMap<HummockEpoch, EpochData>,
 }
 
-impl SyncingData {
-    fn sync_epoch(&self) -> HummockEpoch {
-        *self.epochs.first().expect("non-empty")
+impl UnsyncData {
+    fn init_instance(
+        &mut self,
+        table_id: TableId,
+        instance_id: LocalInstanceId,
+        init_epoch: HummockEpoch,
+    ) {
+        debug!(
+            table_id = table_id.table_id,
+            instance_id, init_epoch, "init epoch"
+        );
+        let table_data = self
+            .table_data
+            .entry(table_id)
+            .or_insert_with(|| TableUnsyncData::new(table_id));
+        assert!(table_data
+            .instance_data
+            .insert(
+                instance_id,
+                LocalInstanceUnsyncData::new(table_id, instance_id, init_epoch)
+            )
+            .is_none());
+        assert!(self
+            .instance_table_id
+            .insert(instance_id, table_id)
+            .is_none());
+        self.epoch_data.entry(init_epoch).or_default();
+    }
+
+    fn instance_data(
+        &mut self,
+        instance_id: LocalInstanceId,
+    ) -> Option<&mut LocalInstanceUnsyncData> {
+        self.instance_table_id
+            .get_mut(&instance_id)
+            .cloned()
+            .map(move |table_id| {
+                self.table_data
+                    .get_mut(&table_id)
+                    .expect("should exist")
+                    .instance_data
+                    .get_mut(&instance_id)
+                    .expect("should exist")
+            })
+    }
+
+    fn add_imm(&mut self, instance_id: LocalInstanceId, imm: UploaderImm) {
+        self.instance_data(instance_id)
+            .expect("should exist")
+            .add_imm(imm);
+    }
+
+    fn local_seal_epoch(
+        &mut self,
+        instance_id: LocalInstanceId,
+        next_epoch: HummockEpoch,
+        opts: SealCurrentEpochOptions,
+    ) {
+        let table_id = self.instance_table_id[&instance_id];
+        let table_data = self.table_data.get_mut(&table_id).expect("should exist");
+        let instance_data = table_data
+            .instance_data
+            .get_mut(&instance_id)
+            .expect("should exist");
+        let epoch = instance_data.local_seal_epoch(next_epoch);
+        self.epoch_data.entry(next_epoch).or_default();
+        if let Some((direction, table_watermarks)) = opts.table_watermarks {
+            table_data.add_table_watermarks(epoch, table_watermarks, direction);
+        }
+    }
+
+    fn may_destroy_instance(&mut self, instance_id: LocalInstanceId) {
+        if let Some(table_id) = self.instance_table_id.remove(&instance_id) {
+            debug!(instance_id, "destroy instance");
+            let table_data = self.table_data.get_mut(&table_id).expect("should exist");
+            assert!(table_data.instance_data.remove(&instance_id).is_some());
+            if table_data.instance_data.is_empty() {
+                self.table_data.remove(&table_id);
+            }
+        }
+    }
+
+    fn sync(
+        &mut self,
+        epoch: HummockEpoch,
+        context: &UploaderContext,
+        table_ids: HashSet<TableId>,
+    ) -> SyncDataBuilder {
+        let sync_epoch_data = take_before_epoch(&mut self.epoch_data, epoch);
+
+        let mut sync_data = SyncDataBuilder::default();
+        for (epoch, epoch_data) in sync_epoch_data {
+            sync_data.add_new_epoch(epoch, epoch_data);
+        }
+
+        let mut flush_payload = HashMap::new();
+        for (table_id, table_data) in &mut self.table_data {
+            if !table_ids.contains(table_id) {
+                table_data.assert_after_epoch(epoch);
+                continue;
+            }
+            let (unflushed_payload, table_watermarks) = table_data.sync(epoch);
+            for (instance_id, payload) in unflushed_payload {
+                if !payload.is_empty() {
+                    flush_payload.insert(instance_id, payload);
+                }
+            }
+            if let Some((direction, watermarks)) = table_watermarks {
+                sync_data.add_table_watermarks(*table_id, direction, watermarks);
+            }
+        }
+        sync_data.flush(context, flush_payload);
+        sync_data
+    }
+
+    fn ack_flushed(&mut self, sstable_info: &StagingSstableInfo) {
+        for (instance_id, imm_ids) in sstable_info.imm_ids() {
+            if let Some(instance_data) = self.instance_data(*instance_id) {
+                // take `rev` to let old imm id goes first
+                instance_data.ack_flushed(imm_ids.iter().rev().cloned());
+            }
+        }
     }
 }
 
+struct SyncingData {
+    sync_epoch: HummockEpoch,
+    // task of newer data at the front
+    uploading_tasks: VecDeque<UploadingTask>,
+    // newer data at the front
+    uploaded: VecDeque<Arc<StagingSstableInfo>>,
+    table_watermarks: HashMap<TableId, TableWatermarks>,
+    sync_result_sender: oneshot::Sender<HummockResult<SyncedData>>,
+}
+
+#[derive(Debug)]
 pub struct SyncedData {
-    pub staging_ssts: Vec<StagingSstableInfo>,
+    pub uploaded_ssts: VecDeque<Arc<StagingSstableInfo>>,
     pub table_watermarks: HashMap<TableId, TableWatermarks>,
 }
 
-// newer staging sstable info at the front
-type SyncedDataState = HummockResult<SyncedData>;
-
 struct UploaderContext {
     pinned_version: PinnedVersion,
     /// When called, it will spawn a task to flush the imm into sst and return the join handle.
@@ -618,48 +981,65 @@ impl UploaderContext {
     }
 }
 
+#[derive(Default)]
+struct UploaderData {
+    unsync_data: UnsyncData,
+
+    /// Data that has started syncing but not synced yet. `epoch` satisfies
+    /// `max_synced_epoch < epoch <= max_syncing_epoch`.
+    /// Newer epoch at the front
+    syncing_data: VecDeque<SyncingData>,
+}
+
+impl UploaderData {
+    fn abort(self, err: impl Fn() -> HummockError) {
+        for (_, epoch_data) in self.unsync_data.epoch_data {
+            epoch_data.spilled_data.abort();
+        }
+        for syncing_data in self.syncing_data {
+            for task in syncing_data.uploading_tasks {
+                task.join_handle.abort();
+            }
+            send_sync_result(syncing_data.sync_result_sender, Err(err()));
+        }
+    }
+}
+
+struct ErrState {
+    failed_epoch: HummockEpoch,
+    reason: String,
+}
+
+enum UploaderState {
+    Working(UploaderData),
+    Err(ErrState),
+}
+
 /// An uploader for hummock data.
 ///
-/// Data have 4 sequential stages: unsealed, sealed, syncing, synced.
+/// Data have 3 sequential stages: unsync (inside each local instance, data can be unsealed, sealed), syncing, synced.
 ///
-/// The 4 stages are divided by 3 marginal epochs: `max_sealed_epoch`, `max_syncing_epoch`,
+/// The 3 stages are divided by 2 marginal epochs: `max_syncing_epoch`,
 /// `max_synced_epoch`. Epochs satisfy the following inequality.
 ///
 /// (epochs of `synced_data`) <= `max_synced_epoch` < (epochs of `syncing_data`) <=
-/// `max_syncing_epoch` < (epochs of `sealed_data`) <= `max_sealed_epoch` < (epochs of
-/// `unsealed_data`)
+/// `max_syncing_epoch` < (epochs of `unsync_data`)
 ///
 /// Data are mostly stored in `VecDeque`, and the order stored in the `VecDeque` indicates the data
 /// order. Data at the front represents ***newer*** data.
 pub struct HummockUploader {
-    /// The maximum epoch that is sealed
-    max_sealed_epoch: HummockEpoch,
     /// The maximum epoch that has started syncing
     max_syncing_epoch: HummockEpoch,
     /// The maximum epoch that has been synced
     max_synced_epoch: HummockEpoch,
 
-    /// Data that are not sealed yet. `epoch` satisfies `epoch > max_sealed_epoch`.
-    unsealed_data: BTreeMap<HummockEpoch, UnsealedEpochData>,
-
-    /// Data that are sealed but not synced yet. `epoch` satisfies
-    /// `max_syncing_epoch < epoch <= max_sealed_epoch`.
-    sealed_data: SealedData,
-
-    /// Data that has started syncing but not synced yet. `epoch` satisfies
-    /// `max_synced_epoch < epoch <= max_syncing_epoch`.
-    /// Newer epoch at the front
-    syncing_data: VecDeque<SyncingData>,
-
-    /// Data that has been synced already. `epoch` satisfies
-    /// `epoch <= max_synced_epoch`.
-    synced_data: BTreeMap<HummockEpoch, SyncedDataState>,
+    state: UploaderState,
 
     context: UploaderContext,
 }
 
 impl HummockUploader {
-    pub(crate) fn new(
+    pub(super) fn new(
         state_store_metrics: Arc<HummockStateStoreMetrics>,
         pinned_version: PinnedVersion,
         spawn_upload_task: SpawnUploadTask,
@@ -668,13 +1048,12 @@ impl HummockUploader {
     ) -> Self {
         let initial_epoch = pinned_version.version().max_committed_epoch;
         Self {
-            max_sealed_epoch: initial_epoch,
             max_syncing_epoch: initial_epoch,
             max_synced_epoch: initial_epoch,
-            unsealed_data: Default::default(),
-            sealed_data: Default::default(),
-            syncing_data: Default::default(),
-            synced_data: Default::default(),
+            state: UploaderState::Working(UploaderData {
+                unsync_data: Default::default(),
+                syncing_data: Default::default(),
+            }),
             context: UploaderContext::new(
                 pinned_version,
                 spawn_upload_task,
@@ -685,101 +1064,78 @@ impl HummockUploader {
         }
     }
 
-    pub(crate) fn buffer_tracker(&self) -> &BufferTracker {
+    pub(super) fn buffer_tracker(&self) -> &BufferTracker {
         &self.context.buffer_tracker
     }
 
-    pub(crate) fn max_sealed_epoch(&self) -> HummockEpoch {
-        self.max_sealed_epoch
-    }
-
-    pub(crate) fn max_synced_epoch(&self) -> HummockEpoch {
+    pub(super) fn max_synced_epoch(&self) -> HummockEpoch {
         self.max_synced_epoch
     }
 
-    pub(crate) fn max_committed_epoch(&self) -> HummockEpoch {
+    pub(super) fn max_committed_epoch(&self) -> HummockEpoch {
         self.context.pinned_version.max_committed_epoch()
     }
 
-    pub(crate) fn hummock_version(&self) -> &PinnedVersion {
+    pub(super) fn hummock_version(&self) -> &PinnedVersion {
         &self.context.pinned_version
     }
 
-    pub(crate) fn get_synced_data(&self, epoch: HummockEpoch) -> Option<&SyncedDataState> {
-        assert!(self.max_committed_epoch() < epoch && epoch <= self.max_synced_epoch);
-        self.synced_data.get(&epoch)
-    }
-
-    pub(crate) fn add_imm(&mut self, instance_id: LocalInstanceId, imm: ImmutableMemtable) {
-        let epoch = imm.min_epoch();
-        assert!(
-            epoch > self.max_sealed_epoch,
-            "imm epoch {} older than max sealed epoch {}",
-            epoch,
-            self.max_sealed_epoch
-        );
-        let unsealed_data = self.unsealed_data.entry(epoch).or_default();
-        unsealed_data
-            .imms
-            .entry(instance_id)
-            .or_default()
-            .push_front(UploaderImm::new(imm, &self.context));
+    pub(super) fn add_imm(&mut self, instance_id: LocalInstanceId, imm: ImmutableMemtable) {
+        let UploaderState::Working(data) = &mut self.state else {
+            return;
+        };
+        let imm = UploaderImm::new(imm, &self.context);
+        data.unsync_data.add_imm(instance_id, imm);
     }
 
-    pub(crate) fn add_table_watermarks(
+    pub(super) fn init_instance(
         &mut self,
-        epoch: u64,
+        instance_id: LocalInstanceId,
         table_id: TableId,
-        table_watermarks: Vec<VnodeWatermark>,
-        direction: WatermarkDirection,
+        init_epoch: HummockEpoch,
     ) {
-        assert!(
-            epoch > self.max_sealed_epoch,
-            "imm epoch {} older than max sealed epoch {}",
-            epoch,
-            self.max_sealed_epoch
-        );
-        self.unsealed_data
-            .entry(epoch)
-            .or_default()
-            .add_table_watermarks(table_id, table_watermarks, direction);
+        let UploaderState::Working(data) = &mut self.state else {
+            return;
+        };
+        assert_gt!(init_epoch, self.max_syncing_epoch);
+        data.unsync_data
+            .init_instance(table_id, instance_id, init_epoch);
     }
 
-    pub(crate) fn seal_epoch(&mut self, epoch: HummockEpoch) {
-        debug!("epoch {} is sealed", epoch);
-        assert!(
-            epoch > self.max_sealed_epoch,
-            "sealing a sealed epoch {}. {}",
-            epoch,
-            self.max_sealed_epoch
-        );
-        self.max_sealed_epoch = epoch;
-        let unsealed_data =
-            if let Some((&smallest_unsealed_epoch, _)) = self.unsealed_data.first_key_value() {
-                assert!(
-                    smallest_unsealed_epoch >= epoch,
-                    "some epoch {} older than epoch to seal {}",
-                    smallest_unsealed_epoch,
-                    epoch
-                );
-                if smallest_unsealed_epoch == epoch {
-                    let (_, unsealed_data) = self
-                        .unsealed_data
-                        .pop_first()
-                        .expect("we have checked non-empty");
-                    unsealed_data
-                } else {
-                    debug!("epoch {} to seal has no data", epoch);
-                    UnsealedEpochData::default()
-                }
-            } else {
-                debug!("epoch {} to seal has no data", epoch);
-                UnsealedEpochData::default()
-            };
-        self.sealed_data.seal_new_epoch(epoch, unsealed_data);
+    pub(super) fn local_seal_epoch(
+        &mut self,
+        instance_id: LocalInstanceId,
+        next_epoch: HummockEpoch,
+        opts: SealCurrentEpochOptions,
+    ) {
+        let UploaderState::Working(data) = &mut self.state else {
+            return;
+        };
+        assert_gt!(next_epoch, self.max_syncing_epoch);
+        data.unsync_data
+            .local_seal_epoch(instance_id, next_epoch, opts);
     }
 
-    pub(crate) fn start_sync_epoch(&mut self, epoch: HummockEpoch) {
+    pub(super) fn start_sync_epoch(
+        &mut self,
+        epoch: HummockEpoch,
+        sync_result_sender: oneshot::Sender<HummockResult<SyncedData>>,
+        table_ids: HashSet<TableId>,
+    ) {
+        let data = match &mut self.state {
+            UploaderState::Working(data) => data,
+            UploaderState::Err(ErrState {
+                failed_epoch,
+                reason,
+            }) => {
+                let result = Err(HummockError::other(format!(
+                    "previous epoch {} failed due to [{}]",
+                    failed_epoch, reason
+                )));
+                send_sync_result(sync_result_sender, result);
+                return;
+            }
+        };
         debug!("start sync epoch: {}", epoch);
         assert!(
             epoch > self.max_syncing_epoch,
@@ -787,20 +1143,12 @@ impl HummockUploader {
             epoch,
             self.max_syncing_epoch
         );
-        assert_eq!(
-            epoch, self.max_sealed_epoch,
-            "we must start syncing all the sealed data",
-        );
 
         self.max_syncing_epoch = epoch;
 
-        // flush imms to SST file, the output SSTs will be uploaded to object store
-        // return unfinished merging task
-        self.sealed_data.flush(&self.context, false);
+        let sync_data = data.unsync_data.sync(epoch, &self.context, table_ids);
 
-        let SealedData {
-            epochs,
-            imms_by_table_shard,
+        let SyncDataBuilder {
             spilled_data:
                 SpilledData {
                     uploading_tasks,
@@ -808,49 +1156,40 @@ impl HummockUploader {
                 },
             table_watermarks,
             ..
-        } = self.sealed_data.drain();
+        } = sync_data;
 
-        assert!(
-            imms_by_table_shard.is_empty(),
-            "after flush, imms must be empty"
-        );
-
-        assert_eq!(epoch, *epochs.front().expect("non-empty epoch"));
-
-        let try_join_all_upload_task = if uploading_tasks.is_empty() {
-            None
-        } else {
-            Some(try_join_all(uploading_tasks))
-        };
-
-        self.syncing_data.push_front(SyncingData {
-            epochs: epochs.into_iter().collect(),
-            uploading_tasks: try_join_all_upload_task,
+        data.syncing_data.push_front(SyncingData {
+            sync_epoch: epoch,
+            uploading_tasks,
             uploaded: uploaded_data,
             table_watermarks,
+            sync_result_sender,
         });
 
         self.context
             .stats
             .uploader_syncing_epoch_count
-            .set(self.syncing_data.len() as _);
+            .set(data.syncing_data.len() as _);
     }
 
-    fn add_synced_data(&mut self, epoch: HummockEpoch, synced_state: SyncedDataState) {
+    fn set_max_synced_epoch(
+        max_synced_epoch: &mut HummockEpoch,
+        max_syncing_epoch: HummockEpoch,
+        epoch: HummockEpoch,
+    ) {
         assert!(
-            epoch <= self.max_syncing_epoch,
+            epoch <= max_syncing_epoch,
             "epoch {} that has been synced has not started syncing yet.  previous max syncing epoch {}",
             epoch,
-            self.max_syncing_epoch
+            max_syncing_epoch
         );
         assert!(
-            epoch > self.max_synced_epoch,
+            epoch > *max_synced_epoch,
             "epoch {} has been synced. previous max synced epoch: {}",
             epoch,
-            self.max_synced_epoch
+            max_synced_epoch
         );
-        self.max_synced_epoch = epoch;
-        assert!(self.synced_data.insert(epoch, synced_state).is_none());
+        *max_synced_epoch = epoch;
     }
 
     pub(crate) fn update_pinned_version(&mut self, pinned_version: PinnedVersion) {
@@ -860,60 +1199,56 @@ impl HummockUploader {
         );
         let max_committed_epoch = pinned_version.max_committed_epoch();
         self.context.pinned_version = pinned_version;
-        self.synced_data
-            .retain(|epoch, _| *epoch > max_committed_epoch);
         if self.max_synced_epoch < max_committed_epoch {
             self.max_synced_epoch = max_committed_epoch;
-            if let Some(syncing_data) = self.syncing_data.back() {
-                // there must not be any syncing data below MCE
-                assert_gt!(
-                    *syncing_data
-                        .epochs
-                        .last()
-                        .expect("epoch should not be empty"),
-                    max_committed_epoch
-                );
-            }
         }
         if self.max_syncing_epoch < max_committed_epoch {
             self.max_syncing_epoch = max_committed_epoch;
-            // there must not be any sealed data below MCE
-            if let Some(&epoch) = self.sealed_data.epochs.back() {
-                assert_gt!(epoch, max_committed_epoch);
-            }
-        }
-        if self.max_sealed_epoch < max_committed_epoch {
-            self.max_sealed_epoch = max_committed_epoch;
-            // there must not be any unsealed data below MCE
-            if let Some((&epoch, _)) = self.unsealed_data.first_key_value() {
-                assert_gt!(epoch, max_committed_epoch);
+            if let UploaderState::Working(data) = &self.state {
+                for instance_data in data
+                    .unsync_data
+                    .table_data
+                    .values()
+                    .flat_map(|data| data.instance_data.values())
+                {
+                    if let Some(oldest_epoch) = instance_data.sealed_data.back() {
+                        assert_gt!(oldest_epoch.epoch, max_committed_epoch);
+                    } else if let Some(current_epoch) = &instance_data.current_epoch_data {
+                        assert_gt!(current_epoch.epoch, max_committed_epoch);
+                    }
+                }
             }
         }
     }
 
     pub(crate) fn may_flush(&mut self) -> bool {
+        let UploaderState::Working(data) = &mut self.state else {
+            return false;
+        };
         if self.context.buffer_tracker.need_flush() {
             let mut curr_batch_flush_size = 0;
-            if self.context.buffer_tracker.need_flush() {
-                curr_batch_flush_size += self.sealed_data.flush(&self.context, true);
-            }
-
-            if self
-                .context
-                .buffer_tracker
-                .need_more_flush(curr_batch_flush_size)
-            {
-                // iterate from older epoch to newer epoch
-                for unsealed_data in self.unsealed_data.values_mut() {
-                    curr_batch_flush_size += unsealed_data.flush(&self.context);
-                    if !self
-                        .context
-                        .buffer_tracker
-                        .need_more_flush(curr_batch_flush_size)
-                    {
-                        break;
+            // iterate from older epoch to newer epoch
+            for (epoch, epoch_data) in &mut data.unsync_data.epoch_data {
+                if !self
+                    .context
+                    .buffer_tracker
+                    .need_more_flush(curr_batch_flush_size)
+                {
+                    break;
+                }
+                let mut payload = HashMap::new();
+                for (instance_id, instance_data) in data
+                    .unsync_data
+                    .table_data
+                    .values_mut()
+                    .flat_map(|data| data.instance_data.iter_mut())
+                {
+                    let instance_payload = instance_data.spill(*epoch);
+                    if !instance_payload.is_empty() {
+                        payload.insert(*instance_id, instance_payload);
                     }
                 }
+                curr_batch_flush_size += epoch_data.flush(&self.context, payload);
             }
             curr_batch_flush_size > 0
         } else {
@@ -925,79 +1260,112 @@ impl HummockUploader {
         let max_committed_epoch = self.context.pinned_version.max_committed_epoch();
         self.max_synced_epoch = max_committed_epoch;
         self.max_syncing_epoch = max_committed_epoch;
-        self.max_sealed_epoch = max_committed_epoch;
-        self.synced_data.clear();
-        self.syncing_data.clear();
-        self.sealed_data.clear();
-        self.unsealed_data.clear();
+        if let UploaderState::Working(data) = replace(
+            &mut self.state,
+            UploaderState::Working(UploaderData::default()),
+        ) {
+            data.abort(|| {
+                HummockError::other(format!("uploader is reset to {}", max_committed_epoch))
+            });
+        }
 
         self.context.stats.uploader_syncing_epoch_count.set(0);
+    }
 
-        // TODO: call `abort` on the uploading task join handle
+    pub(crate) fn may_destroy_instance(&mut self, instance_id: LocalInstanceId) {
+        let UploaderState::Working(data) = &mut self.state else {
+            return;
+        };
+        data.unsync_data.may_destroy_instance(instance_id);
     }
 }
 
-impl HummockUploader {
+impl UploaderData {
     /// Poll the syncing task of the syncing data of the oldest epoch. Return `Poll::Ready(None)` if
     /// there is no syncing data.
     fn poll_syncing_task(
         &mut self,
         cx: &mut Context<'_>,
-    ) -> Poll<Option<(HummockEpoch, Vec<StagingSstableInfo>)>> {
-        // Only poll the oldest epoch if there is any so that the syncing epoch are finished in
-        // order
-        if let Some(syncing_data) = self.syncing_data.back_mut() {
-            // The syncing task has finished
-            let result = if let Some(all_tasks) = &mut syncing_data.uploading_tasks {
-                ready!(all_tasks.poll_unpin(cx))
+        context: &UploaderContext,
+        mut set_max_synced_epoch: impl FnMut(u64),
+    ) -> Poll<Option<Result<Arc<StagingSstableInfo>, ErrState>>> {
+        while let Some(syncing_data) = self.syncing_data.back_mut() {
+            let sstable_info = if let Some(task) = syncing_data.uploading_tasks.back_mut() {
+                let result = ready!(task.poll_result(cx));
+                let _task = syncing_data.uploading_tasks.pop_back().expect("non-empty");
+                let sstable_info = match result {
+                    Ok(sstable_info) => sstable_info,
+                    Err(e) => {
+                        let SyncingData {
+                            sync_epoch,
+                            uploading_tasks,
+                            sync_result_sender,
+                            ..
+                        } = self.syncing_data.pop_back().expect("non-empty");
+                        for task in uploading_tasks {
+                            task.join_handle.abort();
+                        }
+                        send_sync_result(
+                            sync_result_sender,
+                            Err(HummockError::other(format!(
+                                "failed sync task: {:?}",
+                                e.as_report()
+                            ))),
+                        );
+
+                        return Poll::Ready(Some(Err(ErrState {
+                            failed_epoch: sync_epoch,
+                            reason: format!("{:?}", e.as_report()),
+                        })));
+                    }
+                };
+                syncing_data.uploaded.push_front(sstable_info.clone());
+                self.unsync_data.ack_flushed(&sstable_info);
+                Some(sstable_info)
             } else {
-                Ok(Vec::new())
+                None
             };
-            let syncing_data = self.syncing_data.pop_back().expect("must exist");
-            self.context
-                .stats
-                .uploader_syncing_epoch_count
-                .set(self.syncing_data.len() as _);
-            let epoch = syncing_data.sync_epoch();
 
-            let newly_uploaded_sstable_infos = match &result {
-                Ok(sstable_infos) => sstable_infos.clone(),
-                Err(_) => vec![],
-            };
+            if syncing_data.uploading_tasks.is_empty() {
+                let syncing_data = self.syncing_data.pop_back().expect("non-empty");
+                let SyncingData {
+                    sync_epoch,
+                    uploading_tasks,
+                    uploaded,
+                    table_watermarks,
+                    sync_result_sender,
+                } = syncing_data;
+                assert!(uploading_tasks.is_empty());
+                context
+                    .stats
+                    .uploader_syncing_epoch_count
+                    .set(self.syncing_data.len() as _);
+                set_max_synced_epoch(sync_epoch);
+                send_sync_result(
+                    sync_result_sender,
+                    Ok(SyncedData {
+                        uploaded_ssts: uploaded,
+                        table_watermarks,
+                    }),
+                )
+            }
 
-            let result = result.map(|mut sstable_infos| {
-                // The newly uploaded `sstable_infos` contains newer data. Therefore,
-                // `sstable_infos` at the front
-                sstable_infos.extend(syncing_data.uploaded);
-                SyncedData {
-                    staging_ssts: sstable_infos,
-                    table_watermarks: syncing_data.table_watermarks,
-                }
-            });
-            self.add_synced_data(epoch, result);
-            Poll::Ready(Some((epoch, newly_uploaded_sstable_infos)))
-        } else {
-            Poll::Ready(None)
+            if let Some(sstable_info) = sstable_info {
+                return Poll::Ready(Some(Ok(sstable_info)));
+            }
         }
+        Poll::Ready(None)
     }
 
-    /// Poll the success of the oldest spilled task of sealed data. Return `Poll::Ready(None)` if
-    /// there is no spilling task.
-    fn poll_sealed_spill_task(&mut self, cx: &mut Context<'_>) -> Poll<Option<StagingSstableInfo>> {
-        self.sealed_data.spilled_data.poll_success_spill(cx)
-    }
-
-    /// Poll the success of the oldest spilled task of unsealed data. Return `Poll::Ready(None)` if
+    /// Poll the success of the oldest spilled task of unsync spill data. Return `Poll::Ready(None)` if
     /// there is no spilling task.
-    fn poll_unsealed_spill_task(
-        &mut self,
-        cx: &mut Context<'_>,
-    ) -> Poll<Option<StagingSstableInfo>> {
+    fn poll_spill_task(&mut self, cx: &mut Context<'_>) -> Poll<Option<Arc<StagingSstableInfo>>> {
         // iterator from older epoch to new epoch so that the spill task are finished in epoch order
-        for unsealed_data in self.unsealed_data.values_mut() {
-            // if None, there is no spilling task. Search for the unsealed data of the next epoch in
+        for epoch_data in self.unsync_data.epoch_data.values_mut() {
+            // if None, there is no spilling task. Search for the unsync data of the next epoch in
             // the next iteration.
-            if let Some(sstable_info) = ready!(unsealed_data.spilled_data.poll_success_spill(cx)) {
+            if let Some(sstable_info) = ready!(epoch_data.spilled_data.poll_success_spill(cx)) {
+                self.unsync_data.ack_flushed(&sstable_info);
                 return Poll::Ready(Some(sstable_info));
             }
         }
@@ -1005,25 +1373,50 @@ impl HummockUploader {
     }
 }
 
-pub(crate) enum UploaderEvent {
-    // staging sstable info of newer data comes first
-    SyncFinish(HummockEpoch, Vec<StagingSstableInfo>),
-    DataSpilled(StagingSstableInfo),
-}
-
 impl HummockUploader {
-    pub(crate) fn next_event(&mut self) -> impl Future<Output = UploaderEvent> + '_ {
+    pub(super) fn next_uploaded_sst(
+        &mut self,
+    ) -> impl Future<Output = Arc<StagingSstableInfo>> + '_ {
         poll_fn(|cx| {
-            if let Some((epoch, newly_uploaded_sstables)) = ready!(self.poll_syncing_task(cx)) {
-                return Poll::Ready(UploaderEvent::SyncFinish(epoch, newly_uploaded_sstables));
-            }
+            let UploaderState::Working(data) = &mut self.state else {
+                return Poll::Pending;
+            };
 
-            if let Some(sstable_info) = ready!(self.poll_sealed_spill_task(cx)) {
-                return Poll::Ready(UploaderEvent::DataSpilled(sstable_info));
+            if let Some(result) =
+                ready!(
+                    data.poll_syncing_task(cx, &self.context, |new_synced_epoch| {
+                        Self::set_max_synced_epoch(
+                            &mut self.max_synced_epoch,
+                            self.max_syncing_epoch,
+                            new_synced_epoch,
+                        )
+                    })
+                )
+            {
+                match result {
+                    Ok(data) => {
+                        return Poll::Ready(data);
+                    }
+                    Err(e) => {
+                        let failed_epoch = e.failed_epoch;
+                        let data = must_match!(replace(
+                            &mut self.state,
+                            UploaderState::Err(e),
+                        ), UploaderState::Working(data) => data);
+
+                        data.abort(|| {
+                            HummockError::other(format!(
+                                "previous epoch {} failed to sync",
+                                failed_epoch
+                            ))
+                        });
+                        return Poll::Pending;
+                    }
+                }
             }
 
-            if let Some(sstable_info) = ready!(self.poll_unsealed_spill_task(cx)) {
-                return Poll::Ready(UploaderEvent::DataSpilled(sstable_info));
+            if let Some(sstable_info) = ready!(data.poll_spill_task(cx)) {
+                return Poll::Ready(sstable_info);
             }
 
             Poll::Pending
@@ -1032,8 +1425,8 @@ impl HummockUploader {
 }
 
 #[cfg(test)]
-mod tests {
-    use std::collections::{HashMap, VecDeque};
+pub(crate) mod tests {
+    use std::collections::{HashMap, HashSet, VecDeque};
     use std::future::{poll_fn, Future};
     use std::ops::Deref;
     use std::sync::atomic::AtomicUsize;
@@ -1047,6 +1440,7 @@ mod tests {
     use itertools::Itertools;
     use prometheus::core::GenericGauge;
     use risingwave_common::catalog::TableId;
+    use risingwave_common::must_match;
     use risingwave_common::util::epoch::{test_epoch, EpochExt};
     use risingwave_hummock_sdk::key::{FullKey, TableKey};
     use risingwave_hummock_sdk::version::HummockVersion;
@@ -1061,8 +1455,8 @@ mod tests {
     use crate::hummock::event_handler::hummock_event_handler::BufferTracker;
     use crate::hummock::event_handler::uploader::uploader_imm::UploaderImm;
     use crate::hummock::event_handler::uploader::{
-        get_payload_imm_ids, HummockUploader, UploadTaskInfo, UploadTaskOutput, UploadTaskPayload,
-        UploaderContext, UploaderEvent, UploadingTask,
+        get_payload_imm_ids, HummockUploader, SyncedData, UploadTaskInfo, UploadTaskOutput,
+        UploadTaskPayload, UploaderContext, UploaderData, UploaderState, UploadingTask,
     };
     use crate::hummock::event_handler::{LocalInstanceId, TEST_LOCAL_INSTANCE_ID};
     use crate::hummock::local_version::pinned_version::PinnedVersion;
@@ -1073,23 +1467,29 @@ mod tests {
     use crate::mem_table::{ImmId, ImmutableMemtable};
     use crate::monitor::HummockStateStoreMetrics;
     use crate::opts::StorageOpts;
+    use crate::store::SealCurrentEpochOptions;
 
     const INITIAL_EPOCH: HummockEpoch = test_epoch(5);
-    const TEST_TABLE_ID: TableId = TableId { table_id: 233 };
+    pub(crate) const TEST_TABLE_ID: TableId = TableId { table_id: 233 };
 
     pub trait UploadOutputFuture =
         Future<Output = HummockResult<UploadTaskOutput>> + Send + 'static;
     pub trait UploadFn<Fut: UploadOutputFuture> =
         Fn(UploadTaskPayload, UploadTaskInfo) -> Fut + Send + Sync + 'static;
 
-    fn test_hummock_version(epoch: HummockEpoch) -> HummockVersion {
-        HummockVersion {
-            id: epoch,
-            max_committed_epoch: epoch,
-            ..Default::default()
+    impl HummockUploader {
+        fn data(&self) -> &UploaderData {
+            must_match!(&self.state, UploaderState::Working(data) => data)
         }
     }
 
+    fn test_hummock_version(epoch: HummockEpoch) -> HummockVersion {
+        let mut version = HummockVersion::default();
+        version.id = epoch;
+        version.max_committed_epoch = epoch;
+        version
+    }
+
     fn initial_pinned_version() -> PinnedVersion {
         PinnedVersion::new(test_hummock_version(INITIAL_EPOCH), unbounded_channel().0)
     }
@@ -1122,7 +1522,7 @@ mod tests {
         )
     }
 
-    async fn gen_imm(epoch: HummockEpoch) -> ImmutableMemtable {
+    pub(crate) async fn gen_imm(epoch: HummockEpoch) -> ImmutableMemtable {
         gen_imm_with_limiter(epoch, None).await
     }
 
@@ -1221,6 +1621,16 @@ mod tests {
         )])
     }
 
+    impl HummockUploader {
+        fn local_seal_epoch_for_test(&mut self, instance_id: LocalInstanceId, epoch: HummockEpoch) {
+            self.local_seal_epoch(
+                instance_id,
+                epoch.next_epoch(),
+                SealCurrentEpochOptions::for_test(),
+            );
+        }
+    }
+
     #[tokio::test]
     pub async fn test_uploading_task_future() {
         let uploader_context = test_uploader_context(dummy_success_upload_future);
@@ -1297,70 +1707,85 @@ mod tests {
         let mut uploader = test_uploader(dummy_success_upload_future);
         let epoch1 = INITIAL_EPOCH.next_epoch();
         let imm = gen_imm(epoch1).await;
-
+        uploader.init_instance(TEST_LOCAL_INSTANCE_ID, TEST_TABLE_ID, epoch1);
         uploader.add_imm(TEST_LOCAL_INSTANCE_ID, imm.clone());
-        assert_eq!(1, uploader.unsealed_data.len());
+        uploader.local_seal_epoch_for_test(TEST_LOCAL_INSTANCE_ID, epoch1);
+
+        let (sync_tx, sync_rx) = oneshot::channel();
+        uploader.start_sync_epoch(epoch1, sync_tx, HashSet::from_iter([TEST_TABLE_ID]));
+        assert_eq!(epoch1 as HummockEpoch, uploader.max_syncing_epoch);
+        assert_eq!(1, uploader.data().syncing_data.len());
+        let syncing_data = uploader.data().syncing_data.front().unwrap();
+        assert_eq!(epoch1 as HummockEpoch, syncing_data.sync_epoch);
+        assert!(syncing_data.uploaded.is_empty());
+        assert!(!syncing_data.uploading_tasks.is_empty());
+
+        let staging_sst = uploader.next_uploaded_sst().await;
+        assert_eq!(&vec![epoch1], staging_sst.epochs());
         assert_eq!(
-            epoch1 as HummockEpoch,
-            *uploader.unsealed_data.first_key_value().unwrap().0
+            &HashMap::from_iter([(TEST_LOCAL_INSTANCE_ID, vec![imm.batch_id()])]),
+            staging_sst.imm_ids()
         );
         assert_eq!(
-            1,
-            uploader
-                .unsealed_data
-                .first_key_value()
-                .unwrap()
-                .1
-                .imms
-                .len()
+            &dummy_success_upload_output().new_value_ssts,
+            staging_sst.sstable_infos()
         );
-        uploader.seal_epoch(epoch1);
-        assert_eq!(epoch1, uploader.max_sealed_epoch);
-        assert!(uploader.unsealed_data.is_empty());
-        assert_eq!(1, uploader.sealed_data.imm_count());
 
-        uploader.start_sync_epoch(epoch1);
-        assert_eq!(epoch1 as HummockEpoch, uploader.max_syncing_epoch);
-        assert_eq!(0, uploader.sealed_data.imm_count());
-        assert!(uploader.sealed_data.spilled_data.is_empty());
-        assert_eq!(1, uploader.syncing_data.len());
-        let syncing_data = uploader.syncing_data.front().unwrap();
-        assert_eq!(epoch1 as HummockEpoch, syncing_data.sync_epoch());
-        assert!(syncing_data.uploaded.is_empty());
-        assert!(syncing_data.uploading_tasks.is_some());
-
-        match uploader.next_event().await {
-            UploaderEvent::SyncFinish(finished_epoch, ssts) => {
-                assert_eq!(epoch1, finished_epoch);
-                assert_eq!(1, ssts.len());
-                let staging_sst = ssts.first().unwrap();
+        match sync_rx.await {
+            Ok(Ok(data)) => {
+                let SyncedData {
+                    uploaded_ssts,
+                    table_watermarks,
+                } = data;
+                assert_eq!(1, uploaded_ssts.len());
+                let staging_sst = &uploaded_ssts[0];
                 assert_eq!(&vec![epoch1], staging_sst.epochs());
-                assert_eq!(&get_imm_ids([&imm]), staging_sst.imm_ids());
+                assert_eq!(
+                    &HashMap::from_iter([(TEST_LOCAL_INSTANCE_ID, vec![imm.batch_id()])]),
+                    staging_sst.imm_ids()
+                );
                 assert_eq!(
                     &dummy_success_upload_output().new_value_ssts,
                     staging_sst.sstable_infos()
                 );
+                assert!(table_watermarks.is_empty());
             }
             _ => unreachable!(),
         };
         assert_eq!(epoch1, uploader.max_synced_epoch());
-        let synced_data = uploader.get_synced_data(epoch1).unwrap();
-        let ssts = &synced_data.as_ref().unwrap().staging_ssts;
-        assert_eq!(1, ssts.len());
-        let staging_sst = ssts.first().unwrap();
-        assert_eq!(&vec![epoch1], staging_sst.epochs());
-        assert_eq!(&get_imm_ids([&imm]), staging_sst.imm_ids());
-        assert_eq!(
-            &dummy_success_upload_output().new_value_ssts,
-            staging_sst.sstable_infos()
-        );
 
         let new_pinned_version = uploader
             .context
             .pinned_version
             .new_pin_version(test_hummock_version(epoch1));
         uploader.update_pinned_version(new_pinned_version);
-        assert!(uploader.synced_data.is_empty());
+        assert_eq!(epoch1, uploader.max_committed_epoch());
+    }
+
+    #[tokio::test]
+    async fn test_empty_uploader_sync() {
+        let mut uploader = test_uploader(dummy_success_upload_future);
+        let epoch1 = INITIAL_EPOCH.next_epoch();
+
+        let (sync_tx, sync_rx) = oneshot::channel();
+        uploader.start_sync_epoch(epoch1, sync_tx, HashSet::from_iter([TEST_TABLE_ID]));
+        assert_eq!(epoch1, uploader.max_syncing_epoch);
+
+        assert_uploader_pending(&mut uploader).await;
+
+        match sync_rx.await {
+            Ok(Ok(data)) => {
+                assert!(data.uploaded_ssts.is_empty());
+            }
+            _ => unreachable!(),
+        };
+        assert_eq!(epoch1, uploader.max_synced_epoch());
+        let new_pinned_version = uploader
+            .context
+            .pinned_version
+            .new_pin_version(test_hummock_version(epoch1));
+        uploader.update_pinned_version(new_pinned_version);
+        assert!(uploader.data().syncing_data.is_empty());
         assert_eq!(epoch1, uploader.max_committed_epoch());
     }
 
@@ -1371,17 +1796,19 @@ mod tests {
         let epoch2 = epoch1.next_epoch();
         let imm = gen_imm(epoch2).await;
         // epoch1 is empty while epoch2 is not. Going to seal empty epoch1.
+        uploader.init_instance(TEST_LOCAL_INSTANCE_ID, TEST_TABLE_ID, epoch1);
+        uploader.local_seal_epoch_for_test(TEST_LOCAL_INSTANCE_ID, epoch1);
         uploader.add_imm(TEST_LOCAL_INSTANCE_ID, imm);
-        uploader.seal_epoch(epoch1);
-        assert_eq!(epoch1, uploader.max_sealed_epoch);
 
-        uploader.start_sync_epoch(epoch1);
+        let (sync_tx, sync_rx) = oneshot::channel();
+        uploader.start_sync_epoch(epoch1, sync_tx, HashSet::from_iter([TEST_TABLE_ID]));
         assert_eq!(epoch1, uploader.max_syncing_epoch);
 
-        match uploader.next_event().await {
-            UploaderEvent::SyncFinish(finished_epoch, ssts) => {
-                assert_eq!(epoch1, finished_epoch);
-                assert!(ssts.is_empty());
+        assert_uploader_pending(&mut uploader).await;
+
+        match sync_rx.await {
+            Ok(Ok(data)) => {
+                assert!(data.uploaded_ssts.is_empty());
             }
             _ => unreachable!(),
         };
@@ -1391,20 +1818,20 @@ mod tests {
             .pinned_version
             .new_pin_version(test_hummock_version(epoch1));
         uploader.update_pinned_version(new_pinned_version);
-        assert!(uploader.synced_data.is_empty());
+        assert!(uploader.data().syncing_data.is_empty());
         assert_eq!(epoch1, uploader.max_committed_epoch());
     }
 
     #[tokio::test]
     async fn test_uploader_poll_empty() {
         let mut uploader = test_uploader(dummy_success_upload_future);
-        assert!(poll_fn(|cx| uploader.poll_syncing_task(cx)).await.is_none());
-        assert!(poll_fn(|cx| uploader.poll_sealed_spill_task(cx))
-            .await
-            .is_none());
-        assert!(poll_fn(|cx| uploader.poll_unsealed_spill_task(cx))
-            .await
-            .is_none());
+        let data = must_match!(&mut uploader.state, UploaderState::Working(data) => data);
+        assert!(
+            poll_fn(|cx| data.poll_syncing_task(cx, &uploader.context, |_| unreachable!()))
+                .await
+                .is_none()
+        );
+        assert!(poll_fn(|cx| data.poll_spill_task(cx)).await.is_none());
     }
 
     #[tokio::test]
@@ -1425,38 +1852,41 @@ mod tests {
         uploader.update_pinned_version(version1);
         assert_eq!(epoch1, uploader.max_synced_epoch);
         assert_eq!(epoch1, uploader.max_syncing_epoch);
-        assert_eq!(epoch1, uploader.max_sealed_epoch);
 
-        uploader.add_imm(TEST_LOCAL_INSTANCE_ID, gen_imm(epoch6).await);
+        uploader.init_instance(TEST_LOCAL_INSTANCE_ID, TEST_TABLE_ID, epoch6);
+        let imm = gen_imm(epoch6).await;
+        uploader.add_imm(TEST_LOCAL_INSTANCE_ID, imm.clone());
         uploader.update_pinned_version(version2);
         assert_eq!(epoch2, uploader.max_synced_epoch);
         assert_eq!(epoch2, uploader.max_syncing_epoch);
-        assert_eq!(epoch2, uploader.max_sealed_epoch);
 
-        uploader.seal_epoch(epoch6);
-        assert_eq!(epoch6, uploader.max_sealed_epoch);
+        uploader.local_seal_epoch_for_test(TEST_LOCAL_INSTANCE_ID, epoch6);
         uploader.update_pinned_version(version3);
         assert_eq!(epoch3, uploader.max_synced_epoch);
         assert_eq!(epoch3, uploader.max_syncing_epoch);
-        assert_eq!(epoch6, uploader.max_sealed_epoch);
 
-        uploader.start_sync_epoch(epoch6);
+        let (sync_tx, sync_rx) = oneshot::channel();
+        uploader.start_sync_epoch(epoch6, sync_tx, HashSet::from_iter([TEST_TABLE_ID]));
         assert_eq!(epoch6, uploader.max_syncing_epoch);
         uploader.update_pinned_version(version4);
         assert_eq!(epoch4, uploader.max_synced_epoch);
         assert_eq!(epoch6, uploader.max_syncing_epoch);
-        assert_eq!(epoch6, uploader.max_sealed_epoch);
 
-        match uploader.next_event().await {
-            UploaderEvent::SyncFinish(epoch, _) => {
-                assert_eq!(epoch6, epoch);
+        let sst = uploader.next_uploaded_sst().await;
+        assert_eq!(&get_imm_ids([&imm]), sst.imm_ids());
+
+        match sync_rx.await {
+            Ok(Ok(data)) => {
+                assert!(data.table_watermarks.is_empty());
+                assert_eq!(1, data.uploaded_ssts.len());
+                assert_eq!(&get_imm_ids([&imm]), data.uploaded_ssts[0].imm_ids());
             }
-            UploaderEvent::DataSpilled(_) => unreachable!(),
+            _ => unreachable!(),
         }
+
         uploader.update_pinned_version(version5);
         assert_eq!(epoch6, uploader.max_synced_epoch);
         assert_eq!(epoch6, uploader.max_syncing_epoch);
-        assert_eq!(epoch6, uploader.max_sealed_epoch);
     }
 
     fn prepare_uploader_order_test(
@@ -1529,7 +1959,7 @@ mod tests {
             yield_now().await;
         }
         assert!(
-            poll_fn(|cx| Poll::Ready(uploader.next_event().poll_unpin(cx)))
+            poll_fn(|cx| Poll::Ready(uploader.next_uploaded_sst().poll_unpin(cx)))
                 .await
                 .is_pending()
         )
@@ -1553,6 +1983,9 @@ mod tests {
         let instance_id1 = 1;
         let instance_id2 = 2;
 
+        uploader.init_instance(instance_id1, TEST_TABLE_ID, epoch1);
+        uploader.init_instance(instance_id2, TEST_TABLE_ID, epoch2);
+
         // imm2 contains data in newer epoch, but added first
         let imm2 = gen_imm_with_limiter(epoch2, memory_limiter).await;
         uploader.add_imm(instance_id2, imm2.clone());
@@ -1579,19 +2012,13 @@ mod tests {
         assert_uploader_pending(&mut uploader).await;
 
         finish_tx1.send(()).unwrap();
-        if let UploaderEvent::DataSpilled(sst) = uploader.next_event().await {
-            assert_eq!(&get_payload_imm_ids(&epoch1_spill_payload12), sst.imm_ids());
-            assert_eq!(&vec![epoch1], sst.epochs());
-        } else {
-            unreachable!("")
-        }
+        let sst = uploader.next_uploaded_sst().await;
+        assert_eq!(&get_payload_imm_ids(&epoch1_spill_payload12), sst.imm_ids());
+        assert_eq!(&vec![epoch1], sst.epochs());
 
-        if let UploaderEvent::DataSpilled(sst) = uploader.next_event().await {
-            assert_eq!(&get_payload_imm_ids(&epoch2_spill_payload), sst.imm_ids());
-            assert_eq!(&vec![epoch2], sst.epochs());
-        } else {
-            unreachable!("")
-        }
+        let sst = uploader.next_uploaded_sst().await;
+        assert_eq!(&get_payload_imm_ids(&epoch2_spill_payload), sst.imm_ids());
+        assert_eq!(&vec![epoch2], sst.epochs());
 
         let imm1_3 = gen_imm_with_limiter(epoch1, memory_limiter).await;
         uploader.add_imm(instance_id1, imm1_3.clone());
@@ -1605,18 +2032,20 @@ mod tests {
         let epoch1_sync_payload = HashMap::from_iter([(instance_id1, vec![imm1_4.clone()])]);
         let (await_start1_4, finish_tx1_4) =
             new_task_notifier(get_payload_imm_ids(&epoch1_sync_payload));
-        uploader.seal_epoch(epoch1);
-        uploader.start_sync_epoch(epoch1);
+        uploader.local_seal_epoch_for_test(instance_id1, epoch1);
+        let (sync_tx1, mut sync_rx1) = oneshot::channel();
+        uploader.start_sync_epoch(epoch1, sync_tx1, HashSet::from_iter([TEST_TABLE_ID]));
         await_start1_4.await;
+        let epoch3 = epoch2.next_epoch();
 
-        uploader.seal_epoch(epoch2);
+        uploader.local_seal_epoch_for_test(instance_id1, epoch2);
+        uploader.local_seal_epoch_for_test(instance_id2, epoch2);
 
         // current uploader state:
         // unsealed: empty
         // sealed: epoch2: uploaded sst([imm2])
         // syncing: epoch1: uploading: [imm1_4], [imm1_3], uploaded: sst([imm1_2, imm1_1])
 
-        let epoch3 = epoch2.next_epoch();
         let imm3_1 = gen_imm_with_limiter(epoch3, memory_limiter).await;
         let epoch3_spill_payload1 = HashMap::from_iter([(instance_id1, vec![imm3_1.clone()])]);
         uploader.add_imm(instance_id1, imm3_1.clone());
@@ -1640,6 +2069,7 @@ mod tests {
         // syncing: epoch1: uploading: [imm1_4], [imm1_3], uploaded: sst([imm1_2, imm1_1])
 
         let epoch4 = epoch3.next_epoch();
+        uploader.local_seal_epoch_for_test(instance_id1, epoch3);
         let imm4 = gen_imm_with_limiter(epoch4, memory_limiter).await;
         uploader.add_imm(instance_id1, imm4.clone());
         assert_uploader_pending(&mut uploader).await;
@@ -1656,40 +2086,31 @@ mod tests {
         assert_uploader_pending(&mut uploader).await;
         finish_tx1_3.send(()).unwrap();
 
-        if let UploaderEvent::SyncFinish(epoch, newly_upload_sst) = uploader.next_event().await {
-            assert_eq!(epoch1, epoch);
-            assert_eq!(2, newly_upload_sst.len());
+        let sst = uploader.next_uploaded_sst().await;
+        assert_eq!(&get_payload_imm_ids(&epoch1_spill_payload3), sst.imm_ids());
+
+        assert!(poll_fn(|cx| Poll::Ready(sync_rx1.poll_unpin(cx).is_pending())).await);
+
+        let sst = uploader.next_uploaded_sst().await;
+        assert_eq!(&get_payload_imm_ids(&epoch1_sync_payload), sst.imm_ids());
+
+        if let Ok(Ok(data)) = sync_rx1.await {
+            assert_eq!(3, data.uploaded_ssts.len());
             assert_eq!(
                 &get_payload_imm_ids(&epoch1_sync_payload),
-                newly_upload_sst[0].imm_ids()
+                data.uploaded_ssts[0].imm_ids()
             );
             assert_eq!(
                 &get_payload_imm_ids(&epoch1_spill_payload3),
-                newly_upload_sst[1].imm_ids()
+                data.uploaded_ssts[1].imm_ids()
+            );
+            assert_eq!(
+                &get_payload_imm_ids(&epoch1_spill_payload12),
+                data.uploaded_ssts[2].imm_ids()
             );
         } else {
-            unreachable!("should be sync finish");
+            unreachable!()
         }
-        assert_eq!(epoch1, uploader.max_synced_epoch);
-        let synced_data1 = &uploader
-            .get_synced_data(epoch1)
-            .unwrap()
-            .as_ref()
-            .unwrap()
-            .staging_ssts;
-        assert_eq!(3, synced_data1.len());
-        assert_eq!(
-            &get_payload_imm_ids(&epoch1_sync_payload),
-            synced_data1[0].imm_ids()
-        );
-        assert_eq!(
-            &get_payload_imm_ids(&epoch1_spill_payload3),
-            synced_data1[1].imm_ids()
-        );
-        assert_eq!(
-            &get_payload_imm_ids(&epoch1_spill_payload12),
-            synced_data1[2].imm_ids()
-        );
 
         // current uploader state:
         // unsealed: epoch3: imm: imm3_3, uploading: [imm3_2], [imm3_1]
@@ -1698,40 +2119,22 @@ mod tests {
         // syncing: empty
         // synced: epoch1: sst([imm1_4]), sst([imm1_3]), sst([imm1_2, imm1_1])
 
-        uploader.start_sync_epoch(epoch2);
-        if let UploaderEvent::SyncFinish(epoch, newly_upload_sst) = uploader.next_event().await {
-            assert_eq!(epoch2, epoch);
-            assert!(newly_upload_sst.is_empty());
+        let (sync_tx2, sync_rx2) = oneshot::channel();
+        uploader.start_sync_epoch(epoch2, sync_tx2, HashSet::from_iter([TEST_TABLE_ID]));
+        uploader.local_seal_epoch_for_test(instance_id2, epoch3);
+        let sst = uploader.next_uploaded_sst().await;
+        assert_eq!(&get_payload_imm_ids(&epoch3_spill_payload1), sst.imm_ids());
+
+        if let Ok(Ok(data)) = sync_rx2.await {
+            assert_eq!(data.uploaded_ssts.len(), 1);
+            assert_eq!(
+                &get_payload_imm_ids(&epoch2_spill_payload),
+                data.uploaded_ssts[0].imm_ids()
+            );
         } else {
             unreachable!("should be sync finish");
         }
         assert_eq!(epoch2, uploader.max_synced_epoch);
-        let synced_data2 = &uploader
-            .get_synced_data(epoch2)
-            .unwrap()
-            .as_ref()
-            .unwrap()
-            .staging_ssts;
-        assert_eq!(1, synced_data2.len());
-        assert_eq!(
-            &get_payload_imm_ids(&epoch2_spill_payload),
-            synced_data2[0].imm_ids()
-        );
-
-        // current uploader state:
-        // unsealed: epoch3: imm: imm3_3, uploading: [imm3_2], [imm3_1]
-        //           epoch4: imm: imm4
-        // sealed: empty
-        // syncing: empty
-        // synced: epoch1: sst([imm1_4]), sst([imm1_3]), sst([imm1_2, imm1_1])
-        //         epoch2: sst([imm2])
-
-        uploader.seal_epoch(epoch3);
-        if let UploaderEvent::DataSpilled(sst) = uploader.next_event().await {
-            assert_eq!(&get_payload_imm_ids(&epoch3_spill_payload1), sst.imm_ids());
-        } else {
-            unreachable!("should be data spilled");
-        }
 
         // current uploader state:
         // unsealed: epoch4: imm: imm4
@@ -1740,11 +2143,13 @@ mod tests {
         // synced: epoch1: sst([imm1_4]), sst([imm1_3]), sst([imm1_2, imm1_1])
         //         epoch2: sst([imm2])
 
-        uploader.seal_epoch(epoch4);
+        uploader.local_seal_epoch_for_test(instance_id1, epoch4);
+        uploader.local_seal_epoch_for_test(instance_id2, epoch4);
         let epoch4_sync_payload = HashMap::from_iter([(instance_id1, vec![imm4, imm3_3])]);
         let (await_start4_with_3_3, finish_tx4_with_3_3) =
             new_task_notifier(get_payload_imm_ids(&epoch4_sync_payload));
-        uploader.start_sync_epoch(epoch4);
+        let (sync_tx4, mut sync_rx4) = oneshot::channel();
+        uploader.start_sync_epoch(epoch4, sync_tx4, HashSet::from_iter([TEST_TABLE_ID]));
         await_start4_with_3_3.await;
 
         // current uploader state:
@@ -1755,45 +2160,35 @@ mod tests {
         //         epoch2: sst([imm2])
 
         assert_uploader_pending(&mut uploader).await;
+
         finish_tx3_2.send(()).unwrap();
-        assert_uploader_pending(&mut uploader).await;
+        let sst = uploader.next_uploaded_sst().await;
+        assert_eq!(&get_payload_imm_ids(&epoch3_spill_payload2), sst.imm_ids());
+
         finish_tx4_with_3_3.send(()).unwrap();
+        assert!(poll_fn(|cx| Poll::Ready(sync_rx4.poll_unpin(cx).is_pending())).await);
+
+        let sst = uploader.next_uploaded_sst().await;
+        assert_eq!(&get_payload_imm_ids(&epoch4_sync_payload), sst.imm_ids());
 
-        if let UploaderEvent::SyncFinish(epoch, newly_upload_sst) = uploader.next_event().await {
-            assert_eq!(epoch4, epoch);
-            assert_eq!(2, newly_upload_sst.len());
+        if let Ok(Ok(data)) = sync_rx4.await {
+            assert_eq!(3, data.uploaded_ssts.len());
             assert_eq!(
                 &get_payload_imm_ids(&epoch4_sync_payload),
-                newly_upload_sst[0].imm_ids()
+                data.uploaded_ssts[0].imm_ids()
             );
             assert_eq!(
                 &get_payload_imm_ids(&epoch3_spill_payload2),
-                newly_upload_sst[1].imm_ids()
+                data.uploaded_ssts[1].imm_ids()
             );
+            assert_eq!(
+                &get_payload_imm_ids(&epoch3_spill_payload1),
+                data.uploaded_ssts[2].imm_ids(),
+            )
         } else {
             unreachable!("should be sync finish");
         }
         assert_eq!(epoch4, uploader.max_synced_epoch);
-        let synced_data4 = &uploader
-            .get_synced_data(epoch4)
-            .unwrap()
-            .as_ref()
-            .unwrap()
-            .staging_ssts;
-        assert_eq!(3, synced_data4.len());
-        assert_eq!(&vec![epoch4, epoch3], synced_data4[0].epochs());
-        assert_eq!(
-            &get_payload_imm_ids(&epoch4_sync_payload),
-            synced_data4[0].imm_ids()
-        );
-        assert_eq!(
-            &get_payload_imm_ids(&epoch3_spill_payload2),
-            synced_data4[1].imm_ids()
-        );
-        assert_eq!(
-            &get_payload_imm_ids(&epoch3_spill_payload1),
-            synced_data4[2].imm_ids()
-        );
 
         // current uploader state:
         // unsealed: empty
@@ -1818,9 +2213,14 @@ mod tests {
 
         let epoch1 = INITIAL_EPOCH.next_epoch();
         let epoch2 = epoch1.next_epoch();
+        let instance_id1 = 1;
+        let instance_id2 = 2;
         let flush_threshold = buffer_tracker.flush_threshold();
         let memory_limiter = buffer_tracker.get_memory_limiter().clone();
 
+        uploader.init_instance(instance_id1, TEST_TABLE_ID, epoch1);
+        uploader.init_instance(instance_id2, TEST_TABLE_ID, epoch2);
+
         // imm2 contains data in newer epoch, but added first
         let mut total_memory = 0;
         while total_memory < flush_threshold {
@@ -1829,15 +2229,15 @@ mod tests {
             if total_memory > flush_threshold {
                 break;
             }
-            uploader.add_imm(TEST_LOCAL_INSTANCE_ID, imm);
+            uploader.add_imm(instance_id2, imm);
         }
         let imm = gen_imm_with_limiter(epoch1, Some(memory_limiter.as_ref())).await;
-        uploader.add_imm(TEST_LOCAL_INSTANCE_ID, imm);
+        uploader.add_imm(instance_id1, imm);
         assert!(uploader.may_flush());
 
         for _ in 0..10 {
             let imm = gen_imm_with_limiter(epoch1, Some(memory_limiter.as_ref())).await;
-            uploader.add_imm(TEST_LOCAL_INSTANCE_ID, imm);
+            uploader.add_imm(instance_id1, imm);
             assert!(!uploader.may_flush());
         }
     }
diff --git a/src/storage/src/hummock/iterator/test_utils.rs b/src/storage/src/hummock/iterator/test_utils.rs
index e9b1c7498612b..9cc6d8dc7fcd2 100644
--- a/src/storage/src/hummock/iterator/test_utils.rs
+++ b/src/storage/src/hummock/iterator/test_utils.rs
@@ -67,14 +67,14 @@ pub async fn mock_sstable_store() -> SstableStoreRef {
 
 pub async fn mock_sstable_store_with_object_store(store: ObjectStoreRef) -> SstableStoreRef {
     let path = "test".to_string();
-    let meta_cache_v2 = HybridCacheBuilder::new()
+    let meta_cache = HybridCacheBuilder::new()
         .memory(64 << 20)
         .with_shards(2)
         .storage()
         .build()
         .await
         .unwrap();
-    let block_cache_v2 = HybridCacheBuilder::new()
+    let block_cache = HybridCacheBuilder::new()
         .memory(64 << 20)
         .with_shards(2)
         .storage()
@@ -90,9 +90,10 @@ pub async fn mock_sstable_store_with_object_store(store: ObjectStoreRef) -> Ssta
 
         recent_filter: None,
         state_store_metrics: Arc::new(global_hummock_state_store_metrics(MetricLevel::Disabled)),
+        use_new_object_prefix_strategy: true,
 
-        meta_cache_v2,
-        block_cache_v2,
+        meta_cache,
+        block_cache,
     }))
 }
 
diff --git a/src/storage/src/hummock/local_version/pinned_version.rs b/src/storage/src/hummock/local_version/pinned_version.rs
index da9569e6bb83c..5e89a135d825c 100644
--- a/src/storage/src/hummock/local_version/pinned_version.rs
+++ b/src/storage/src/hummock/local_version/pinned_version.rs
@@ -85,7 +85,7 @@ impl PinnedVersion {
         pinned_version_manager_tx: UnboundedSender<PinVersionAction>,
     ) -> Self {
         let version_id = version.id;
-        let compaction_group_index = version.build_compaction_group_info();
+        let compaction_group_index = version.state_table_info.build_table_compaction_group_id();
 
         PinnedVersion {
             version: Arc::new(version),
@@ -109,7 +109,7 @@ impl PinnedVersion {
             self.version.id
         );
         let version_id = version.id;
-        let compaction_group_index = version.build_compaction_group_info();
+        let compaction_group_index = version.state_table_info.build_table_compaction_group_id();
 
         PinnedVersion {
             version: Arc::new(version),
@@ -135,9 +135,10 @@ impl PinnedVersion {
 
     pub fn levels(&self, table_id: TableId) -> impl Iterator<Item = &PbLevel> {
         #[auto_enum(Iterator)]
-        match self.compaction_group_index.get(&table_id) {
-            Some(compaction_group_id) => {
-                let levels = self.levels_by_compaction_groups_id(*compaction_group_id);
+        match self.version.state_table_info.info().get(&table_id) {
+            Some(info) => {
+                let compaction_group_id = info.compaction_group_id;
+                let levels = self.levels_by_compaction_groups_id(compaction_group_id);
                 levels
                     .l0
                     .as_ref()
@@ -155,10 +156,6 @@ impl PinnedVersion {
         self.version.max_committed_epoch
     }
 
-    pub fn safe_epoch(&self) -> u64 {
-        self.version.safe_epoch
-    }
-
     /// ret value can't be used as `HummockVersion`. it must be modified with delta
     pub fn version(&self) -> &HummockVersion {
         &self.version
diff --git a/src/storage/src/hummock/sstable/delete_range_aggregator.rs b/src/storage/src/hummock/sstable/delete_range_aggregator.rs
index 58f4958919e04..a0c01d8cb80ea 100644
--- a/src/storage/src/hummock/sstable/delete_range_aggregator.rs
+++ b/src/storage/src/hummock/sstable/delete_range_aggregator.rs
@@ -12,7 +12,6 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::cmp::Ordering;
 use std::future::Future;
 
 #[cfg(test)]
@@ -25,33 +24,6 @@ use crate::hummock::iterator::{DeleteRangeIterator, ForwardMergeRangeIterator};
 use crate::hummock::sstable_store::TableHolder;
 use crate::hummock::{HummockResult, Sstable};
 
-pub struct SortedBoundary {
-    sequence: HummockEpoch,
-    user_key: UserKey<Vec<u8>>,
-}
-
-impl PartialEq<Self> for SortedBoundary {
-    fn eq(&self, other: &Self) -> bool {
-        self.user_key.eq(&other.user_key) && self.sequence == other.sequence
-    }
-}
-
-impl PartialOrd for SortedBoundary {
-    fn partial_cmp(&self, other: &Self) -> Option<Ordering> {
-        Some(self.cmp(other))
-    }
-}
-
-impl Eq for SortedBoundary {}
-
-impl Ord for SortedBoundary {
-    fn cmp(&self, other: &Self) -> Ordering {
-        self.user_key
-            .cmp(&other.user_key)
-            .then_with(|| other.sequence.cmp(&self.sequence))
-    }
-}
-
 pub struct CompactionDeleteRangeIterator {
     inner: ForwardMergeRangeIterator,
 }
diff --git a/src/storage/src/hummock/sstable/multi_builder.rs b/src/storage/src/hummock/sstable/multi_builder.rs
index 7354cb89c81fc..4e364ce9f94f5 100644
--- a/src/storage/src/hummock/sstable/multi_builder.rs
+++ b/src/storage/src/hummock/sstable/multi_builder.rs
@@ -18,6 +18,8 @@ use std::sync::atomic::Ordering::SeqCst;
 use std::sync::Arc;
 
 use bytes::Bytes;
+use futures::stream::FuturesUnordered;
+use futures::StreamExt;
 use num_integer::Integer;
 use risingwave_common::hash::VirtualNode;
 use risingwave_hummock_sdk::key::{FullKey, UserKey};
@@ -29,8 +31,8 @@ use crate::hummock::sstable::filter::FilterBuilder;
 use crate::hummock::sstable_store::SstableStoreRef;
 use crate::hummock::value::HummockValue;
 use crate::hummock::{
-    BatchUploadWriter, BlockMeta, CachePolicy, HummockResult, MemoryLimiter, SstableBuilder,
-    SstableBuilderOptions, SstableWriter, SstableWriterOptions, Xor16FilterBuilder,
+    BatchUploadWriter, BlockMeta, CachePolicy, HummockError, HummockResult, MemoryLimiter,
+    SstableBuilder, SstableBuilderOptions, SstableWriter, SstableWriterOptions, Xor16FilterBuilder,
 };
 use crate::monitor::CompactorMetrics;
 
@@ -43,11 +45,6 @@ pub trait TableBuilderFactory {
     async fn open_builder(&mut self) -> HummockResult<SstableBuilder<Self::Writer, Self::Filter>>;
 }
 
-pub struct SplitTableOutput {
-    pub sst_info: LocalSstableInfo,
-    pub upload_join_handle: UploadJoinHandle,
-}
-
 /// A wrapper for [`SstableBuilder`] which automatically split key-value pairs into multiple tables,
 /// based on their target capacity set in options.
 ///
@@ -59,7 +56,7 @@ where
     /// When creating a new [`SstableBuilder`], caller use this factory to generate it.
     builder_factory: F,
 
-    sst_outputs: Vec<SplitTableOutput>,
+    sst_outputs: Vec<LocalSstableInfo>,
 
     current_builder: Option<SstableBuilder<F::Writer, F::Filter>>,
 
@@ -75,6 +72,10 @@ where
     /// When vnode of the coming key is greater than `largest_vnode_in_current_partition`, we will
     /// switch SST.
     largest_vnode_in_current_partition: usize,
+
+    concurrent_upload_join_handle: FuturesUnordered<UploadJoinHandle>,
+
+    concurrent_uploading_sst_count: Option<usize>,
 }
 
 impl<F> CapacitySplitTableBuilder<F>
@@ -88,6 +89,7 @@ where
         compactor_metrics: Arc<CompactorMetrics>,
         task_progress: Option<Arc<TaskProgress>>,
         table_partition_vnode: BTreeMap<u32, u32>,
+        concurrent_uploading_sst_count: Option<usize>,
     ) -> Self {
         Self {
             builder_factory,
@@ -99,6 +101,8 @@ where
             table_partition_vnode,
             split_weight_by_vnode: 0,
             largest_vnode_in_current_partition: VirtualNode::MAX.to_index(),
+            concurrent_upload_join_handle: FuturesUnordered::new(),
+            concurrent_uploading_sst_count,
         }
     }
 
@@ -113,6 +117,8 @@ where
             table_partition_vnode: BTreeMap::default(),
             split_weight_by_vnode: 0,
             largest_vnode_in_current_partition: VirtualNode::MAX.to_index(),
+            concurrent_upload_join_handle: FuturesUnordered::new(),
+            concurrent_uploading_sst_count: None,
         }
     }
 
@@ -264,6 +270,7 @@ where
     /// If there's no builder created, or current one is already sealed before, then this function
     /// will be no-op.
     pub async fn seal_current(&mut self) -> HummockResult<()> {
+        use await_tree::InstrumentAwait;
         if let Some(builder) = self.current_builder.take() {
             let builder_output = builder.finish().await?;
             {
@@ -302,17 +309,33 @@ where
                         .observe(builder_output.epoch_count as _);
                 }
             }
-            self.sst_outputs.push(SplitTableOutput {
-                upload_join_handle: builder_output.writer_output,
-                sst_info: builder_output.sst_info,
-            });
+
+            self.concurrent_upload_join_handle
+                .push(builder_output.writer_output);
+
+            self.sst_outputs.push(builder_output.sst_info);
+
+            if let Some(concurrent_uploading_sst_count) = self.concurrent_uploading_sst_count
+                && self.concurrent_upload_join_handle.len() >= concurrent_uploading_sst_count
+            {
+                self.concurrent_upload_join_handle
+                    .next()
+                    .verbose_instrument_await("upload")
+                    .await
+                    .unwrap()
+                    .map_err(HummockError::sstable_upload_error)??;
+            }
         }
         Ok(())
     }
 
     /// Finalizes all the tables to be ids, blocks and metadata.
-    pub async fn finish(mut self) -> HummockResult<Vec<SplitTableOutput>> {
+    pub async fn finish(mut self) -> HummockResult<Vec<LocalSstableInfo>> {
+        use futures::future::try_join_all;
         self.seal_current().await?;
+        try_join_all(self.concurrent_upload_join_handle.into_iter())
+            .await
+            .map_err(HummockError::sstable_upload_error)?;
         Ok(self.sst_outputs)
     }
 }
@@ -504,6 +527,7 @@ mod tests {
             Arc::new(CompactorMetrics::unused()),
             None,
             table_partition_vnode,
+            None,
         );
 
         let mut table_key = VirtualNode::from_index(0).to_be_bytes().to_vec();
diff --git a/src/storage/src/hummock/sstable_store.rs b/src/storage/src/hummock/sstable_store.rs
index 7bd1a98b51c69..3240a4243a586 100644
--- a/src/storage/src/hummock/sstable_store.rs
+++ b/src/storage/src/hummock/sstable_store.rs
@@ -125,17 +125,18 @@ pub struct SstableStoreConfig {
     pub max_prefetch_block_number: usize,
     pub recent_filter: Option<Arc<RecentFilter<(HummockSstableObjectId, usize)>>>,
     pub state_store_metrics: Arc<HummockStateStoreMetrics>,
+    pub use_new_object_prefix_strategy: bool,
 
-    pub meta_cache_v2: HybridCache<HummockSstableObjectId, Box<Sstable>>,
-    pub block_cache_v2: HybridCache<SstableBlockIndex, Box<Block>>,
+    pub meta_cache: HybridCache<HummockSstableObjectId, Box<Sstable>>,
+    pub block_cache: HybridCache<SstableBlockIndex, Box<Block>>,
 }
 
 pub struct SstableStore {
     path: String,
     store: ObjectStoreRef,
 
-    meta_cache_v2: HybridCache<HummockSstableObjectId, Box<Sstable>>,
-    block_cache_v2: HybridCache<SstableBlockIndex, Box<Block>>,
+    meta_cache: HybridCache<HummockSstableObjectId, Box<Sstable>>,
+    block_cache: HybridCache<SstableBlockIndex, Box<Block>>,
 
     /// Recent filter for `(sst_obj_id, blk_idx)`.
     ///
@@ -144,6 +145,15 @@ pub struct SstableStore {
     prefetch_buffer_usage: Arc<AtomicUsize>,
     prefetch_buffer_capacity: usize,
     max_prefetch_block_number: usize,
+    /// Whether the object store is divided into prefixes depends on two factors:
+    ///   1. The specific object store type.
+    ///   2. Whether the existing cluster is a new cluster.
+    ///
+    /// The value of `use_new_object_prefix_strategy` is determined by the `use_new_object_prefix_strategy` field in the system parameters.
+    /// For a new cluster, `use_new_object_prefix_strategy` is set to True.
+    /// For an old cluster, `use_new_object_prefix_strategy` is set to False.
+    /// The final decision of whether to divide prefixes is based on this field and the specific object store type, this approach is implemented to ensure backward compatibility.
+    use_new_object_prefix_strategy: bool,
 }
 
 impl SstableStore {
@@ -155,13 +165,14 @@ impl SstableStore {
             path: config.path,
             store: config.store,
 
-            meta_cache_v2: config.meta_cache_v2,
-            block_cache_v2: config.block_cache_v2,
+            meta_cache: config.meta_cache,
+            block_cache: config.block_cache,
 
             recent_filter: config.recent_filter,
             prefetch_buffer_usage: Arc::new(AtomicUsize::new(0)),
             prefetch_buffer_capacity: config.prefetch_buffer_capacity,
             max_prefetch_block_number: config.max_prefetch_block_number,
+            use_new_object_prefix_strategy: config.use_new_object_prefix_strategy,
         }
     }
 
@@ -173,8 +184,9 @@ impl SstableStore {
         path: String,
         block_cache_capacity: usize,
         meta_cache_capacity: usize,
+        use_new_object_prefix_strategy: bool,
     ) -> HummockResult<Self> {
-        let meta_cache_v2 = HybridCacheBuilder::new()
+        let meta_cache = HybridCacheBuilder::new()
             .memory(meta_cache_capacity)
             .with_shards(1)
             .with_weighter(|_: &HummockSstableObjectId, value: &Box<Sstable>| {
@@ -185,7 +197,7 @@ impl SstableStore {
             .await
             .map_err(HummockError::foyer_error)?;
 
-        let block_cache_v2 = HybridCacheBuilder::new()
+        let block_cache = HybridCacheBuilder::new()
             .memory(block_cache_capacity)
             .with_shards(1)
             .with_weighter(|_: &SstableBlockIndex, value: &Box<Block>| {
@@ -205,9 +217,10 @@ impl SstableStore {
             prefetch_buffer_capacity: block_cache_capacity,
             max_prefetch_block_number: 16, /* compactor won't use this parameter, so just assign a default value. */
             recent_filter: None,
+            use_new_object_prefix_strategy,
 
-            meta_cache_v2,
-            block_cache_v2,
+            meta_cache,
+            block_cache,
         })
     }
 
@@ -215,7 +228,7 @@ impl SstableStore {
         self.store
             .delete(self.get_sst_data_path(object_id).as_str())
             .await?;
-        self.meta_cache_v2.remove(&object_id);
+        self.meta_cache.remove(&object_id);
         // TODO(MrCroxx): support group remove in foyer.
         Ok(())
     }
@@ -235,14 +248,14 @@ impl SstableStore {
 
         // Delete from cache.
         for object_id in object_id_list {
-            self.meta_cache_v2.remove(object_id);
+            self.meta_cache.remove(object_id);
         }
 
         Ok(())
     }
 
     pub fn delete_cache(&self, object_id: HummockSstableObjectId) -> HummockResult<()> {
-        self.meta_cache_v2.remove(&object_id);
+        self.meta_cache.remove(&object_id);
         Ok(())
     }
 
@@ -277,7 +290,7 @@ impl SstableStore {
         }
         stats.cache_data_block_total += 1;
         if let Some(entry) = self
-            .block_cache_v2
+            .block_cache
             .get(&SstableBlockIndex {
                 sst_id: object_id,
                 block_idx: block_index as _,
@@ -298,7 +311,7 @@ impl SstableStore {
         let mut min_hit_index = end_index;
         let mut hit_count = 0;
         for idx in block_index..end_index {
-            if self.block_cache_v2.contains(&SstableBlockIndex {
+            if self.block_cache.contains(&SstableBlockIndex {
                 sst_id: object_id,
                 block_idx: idx as _,
             }) {
@@ -366,7 +379,7 @@ impl SstableStore {
                 } else {
                     CacheContext::LowPriority
                 };
-                let entry = self.block_cache_v2.insert_with_context(
+                let entry = self.block_cache.insert_with_context(
                     SstableBlockIndex {
                         sst_id: object_id,
                         block_idx: idx as _,
@@ -450,7 +463,7 @@ impl SstableStore {
 
         match policy {
             CachePolicy::Fill(context) => {
-                let entry = self.block_cache_v2.fetch(
+                let entry = self.block_cache.fetch(
                     SstableBlockIndex {
                         sst_id: object_id,
                         block_idx: block_index as _,
@@ -464,7 +477,7 @@ impl SstableStore {
             }
             CachePolicy::NotFill => {
                 if let Some(entry) = self
-                    .block_cache_v2
+                    .block_cache
                     .get(&SstableBlockIndex {
                         sst_id: object_id,
                         block_idx: block_index as _,
@@ -508,7 +521,9 @@ impl SstableStore {
     }
 
     pub fn get_sst_data_path(&self, object_id: HummockSstableObjectId) -> String {
-        let obj_prefix = self.store.get_object_prefix(object_id);
+        let obj_prefix = self
+            .store
+            .get_object_prefix(object_id, self.use_new_object_prefix_strategy);
         format!(
             "{}/{}{}.{}",
             self.path, obj_prefix, object_id, OBJECT_SUFFIX
@@ -530,7 +545,7 @@ impl SstableStore {
 
     #[cfg(any(test, feature = "test"))]
     pub async fn clear_block_cache(&self) -> HummockResult<()> {
-        self.block_cache_v2
+        self.block_cache
             .clear()
             .await
             .map_err(HummockError::foyer_error)
@@ -538,7 +553,7 @@ impl SstableStore {
 
     #[cfg(any(test, feature = "test"))]
     pub async fn clear_meta_cache(&self) -> HummockResult<()> {
-        self.meta_cache_v2
+        self.meta_cache
             .clear()
             .await
             .map_err(HummockError::foyer_error)
@@ -548,7 +563,7 @@ impl SstableStore {
         &self,
         sst_obj_id: HummockSstableObjectId,
     ) -> HummockResult<Option<HybridCacheEntry<HummockSstableObjectId, Box<Sstable>>>> {
-        self.meta_cache_v2
+        self.meta_cache
             .get(&sst_obj_id)
             .await
             .map_err(HummockError::foyer_error)
@@ -562,7 +577,7 @@ impl SstableStore {
     ) -> impl Future<Output = HummockResult<TableHolder>> + Send + 'static {
         let object_id = sst.get_object_id();
 
-        let entry = self.meta_cache_v2.fetch(object_id, || {
+        let entry = self.meta_cache.fetch(object_id, || {
             let store = self.store.clone();
             let meta_path = self.get_sst_data_path(object_id);
             let stats_ptr = stats.remote_io_time.clone();
@@ -609,7 +624,7 @@ impl SstableStore {
 
     pub fn insert_meta_cache(&self, object_id: HummockSstableObjectId, meta: SstableMeta) {
         let sst = Sstable::new(object_id, meta);
-        self.meta_cache_v2.insert(object_id, Box::new(sst));
+        self.meta_cache.insert(object_id, Box::new(sst));
     }
 
     pub fn insert_block_cache(
@@ -618,7 +633,7 @@ impl SstableStore {
         block_index: u64,
         block: Box<Block>,
     ) {
-        self.block_cache_v2.insert(
+        self.block_cache.insert(
             SstableBlockIndex {
                 sst_id: object_id,
                 block_idx: block_index,
@@ -628,7 +643,7 @@ impl SstableStore {
     }
 
     pub fn get_meta_memory_usage(&self) -> u64 {
-        self.meta_cache_v2.memory().usage() as _
+        self.meta_cache.memory().usage() as _
     }
 
     pub fn get_prefetch_memory_usage(&self) -> usize {
@@ -670,11 +685,11 @@ impl SstableStore {
     }
 
     pub fn meta_cache(&self) -> &HybridCache<HummockSstableObjectId, Box<Sstable>> {
-        &self.meta_cache_v2
+        &self.meta_cache
     }
 
     pub fn block_cache(&self) -> &HybridCache<SstableBlockIndex, Box<Block>> {
-        &self.block_cache_v2
+        &self.block_cache
     }
 }
 
@@ -706,7 +721,7 @@ impl MemoryCollector for HummockMemoryCollector {
     }
 
     fn get_data_memory_usage(&self) -> u64 {
-        self.sstable_store.block_cache_v2.memory().usage() as _
+        self.sstable_store.block_cache.memory().usage() as _
     }
 
     fn get_uploading_memory_usage(&self) -> u64 {
@@ -869,7 +884,7 @@ impl SstableWriter for BatchUploadWriter {
                 // The `block_info` may be empty when there is only range-tombstones, because we
                 //  store them in meta-block.
                 for (block_idx, block) in self.block_info.into_iter().enumerate() {
-                    self.sstable_store.block_cache_v2.insert_with_context(
+                    self.sstable_store.block_cache.insert_with_context(
                         SstableBlockIndex {
                             sst_id: self.object_id,
                             block_idx: block_idx as _,
@@ -980,7 +995,7 @@ impl SstableWriter for StreamingUploadWriter {
                 && !self.blocks.is_empty()
             {
                 for (block_idx, block) in self.blocks.into_iter().enumerate() {
-                    self.sstable_store.block_cache_v2.insert_with_context(
+                    self.sstable_store.block_cache.insert_with_context(
                         SstableBlockIndex {
                             sst_id: self.object_id,
                             block_idx: block_idx as _,
diff --git a/src/storage/src/hummock/store/hummock_storage.rs b/src/storage/src/hummock/store/hummock_storage.rs
index 3108c45b7fb93..11aa643c3659a 100644
--- a/src/storage/src/hummock/store/hummock_storage.rs
+++ b/src/storage/src/hummock/store/hummock_storage.rs
@@ -12,6 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
+use std::collections::HashSet;
 use std::future::Future;
 use std::ops::{Bound, Deref};
 use std::sync::atomic::{AtomicU64, Ordering as MemOrdering};
@@ -19,6 +20,7 @@ use std::sync::Arc;
 
 use arc_swap::ArcSwap;
 use bytes::Bytes;
+use futures::FutureExt;
 use itertools::Itertools;
 use more_asserts::assert_gt;
 use risingwave_common::catalog::TableId;
@@ -28,7 +30,7 @@ use risingwave_hummock_sdk::key::{
     is_empty_key_range, vnode, vnode_range, TableKey, TableKeyRange,
 };
 use risingwave_hummock_sdk::table_watermark::TableWatermarksIndex;
-use risingwave_hummock_sdk::{HummockReadEpoch, SyncResult};
+use risingwave_hummock_sdk::HummockReadEpoch;
 use risingwave_pb::hummock::SstableInfo;
 use risingwave_rpc_client::HummockMetaClient;
 use tokio::sync::mpsc::{unbounded_channel, UnboundedSender};
@@ -310,9 +312,14 @@ impl HummockStorage {
         table_id: TableId,
         key_range: TableKeyRange,
     ) -> StorageResult<(TableKeyRange, ReadVersionTuple)> {
-        match self.backup_reader.try_get_hummock_version(epoch).await {
+        match self
+            .backup_reader
+            .try_get_hummock_version(table_id, epoch)
+            .await
+        {
             Ok(Some(backup_version)) => {
-                validate_safe_epoch(backup_version.safe_epoch(), epoch)?;
+                validate_safe_epoch(backup_version.version(), table_id, epoch)?;
+
                 Ok(get_committed_read_version_tuple(
                     backup_version,
                     table_id,
@@ -336,7 +343,7 @@ impl HummockStorage {
         key_range: TableKeyRange,
     ) -> StorageResult<(TableKeyRange, ReadVersionTuple)> {
         let pinned_version = self.pinned_version.load();
-        validate_safe_epoch(pinned_version.safe_epoch(), epoch)?;
+        validate_safe_epoch(pinned_version.version(), table_id, epoch)?;
 
         // check epoch if lower mce
         let ret = if epoch <= pinned_version.max_committed_epoch() {
@@ -556,15 +563,20 @@ impl StateStore for HummockStorage {
         wait_for_epoch(&self.version_update_notifier_tx, wait_epoch).await
     }
 
-    async fn sync(&self, epoch: u64) -> StorageResult<SyncResult> {
+    fn sync(&self, epoch: u64, table_ids: HashSet<TableId>) -> impl SyncFuture {
         let (tx, rx) = oneshot::channel();
         self.hummock_event_sender
-            .send(HummockEvent::AwaitSyncEpoch {
+            .send(HummockEvent::SyncEpoch {
                 new_sync_epoch: epoch,
                 sync_result_sender: tx,
+                table_ids,
             })
             .expect("should send success");
-        Ok(rx.await.expect("should wait success")?)
+        rx.map(|recv_result| {
+            Ok(recv_result
+                .expect("should wait success")?
+                .into_sync_result())
+        })
     }
 
     fn seal_epoch(&self, epoch: u64, is_checkpoint: bool) {
@@ -581,12 +593,6 @@ impl StateStore for HummockStorage {
                 MemOrdering::SeqCst,
             );
         }
-        self.hummock_event_sender
-            .send(HummockEvent::SealEpoch {
-                epoch,
-                is_checkpoint,
-            })
-            .expect("should send success");
         StoreLocalStatistic::flush_all();
     }
 
@@ -642,9 +648,21 @@ use risingwave_hummock_sdk::version::HummockVersion;
 
 #[cfg(any(test, feature = "test"))]
 impl HummockStorage {
-    pub async fn seal_and_sync_epoch(&self, epoch: u64) -> StorageResult<SyncResult> {
+    pub async fn seal_and_sync_epoch(
+        &self,
+        epoch: u64,
+    ) -> StorageResult<risingwave_hummock_sdk::SyncResult> {
         self.seal_epoch(epoch, true);
-        self.sync(epoch).await
+        let table_ids = self
+            .pinned_version
+            .load()
+            .version()
+            .state_table_info
+            .info()
+            .keys()
+            .cloned()
+            .collect();
+        self.sync(epoch, table_ids).await
     }
 
     /// Used in the compaction test tool
diff --git a/src/storage/src/hummock/store/local_hummock_storage.rs b/src/storage/src/hummock/store/local_hummock_storage.rs
index 2f0ad3437efce..a14f3b450adff 100644
--- a/src/storage/src/hummock/store/local_hummock_storage.rs
+++ b/src/storage/src/hummock/store/local_hummock_storage.rs
@@ -513,6 +513,14 @@ impl LocalStateStore for LocalHummockStorage {
             "local state store of table id {:?} is init for more than once",
             self.table_id
         );
+        if !self.is_replicated {
+            self.event_sender
+                .send(HummockEvent::InitEpoch {
+                    instance_id: self.instance_id(),
+                    init_epoch: options.epoch.curr,
+                })
+                .expect("should succeed");
+        }
         Ok(())
     }
 
@@ -544,14 +552,15 @@ impl LocalStateStore for LocalHummockStorage {
                 });
             }
         }
-        self.event_sender
-            .send(HummockEvent::LocalSealEpoch {
-                instance_id: self.instance_id(),
-                table_id: self.table_id,
-                epoch: prev_epoch,
-                opts,
-            })
-            .expect("should be able to send")
+        if !self.is_replicated {
+            self.event_sender
+                .send(HummockEvent::LocalSealEpoch {
+                    instance_id: self.instance_id(),
+                    next_epoch,
+                    opts,
+                })
+                .expect("should be able to send");
+        }
     }
 
     fn update_vnode_bitmap(&mut self, vnodes: Arc<Bitmap>) -> Arc<Bitmap> {
diff --git a/src/storage/src/hummock/test_utils.rs b/src/storage/src/hummock/test_utils.rs
index c49155efdd43e..cfed5f0eb7824 100644
--- a/src/storage/src/hummock/test_utils.rs
+++ b/src/storage/src/hummock/test_utils.rs
@@ -491,26 +491,37 @@ pub mod delete_range {
     /// overlaps among range tombstones among different SSTs/batchs in compaction.
     /// The core idea contains two parts:
     /// 1) we only need to keep the smallest epoch of the overlapping
-    /// range tomstone intervals since the key covered by the range tombstone in lower level must have
-    /// smaller epoches;
+    ///    range tomstone intervals since the key covered by the range tombstone in lower level must have
+    ///    smaller epoches;
     /// 2) due to 1), we lose the information to delete a key by tombstone in a single
-    /// SST so we add a tombstone key in the data block.
-    /// We leverage `events` to calculate the epoch information mentioned above.
+    ///    SST so we add a tombstone key in the data block.
+    ///    We leverage `events` to calculate the epoch information mentioned above.
+    ///
     /// e.g. Delete range [1, 5) at epoch1, delete range [3, 7) at epoch2 and delete range [10, 12) at
     /// epoch3 will first be transformed into `events` below:
+    ///
     /// `<1, +epoch1> <5, -epoch1> <3, +epoch2> <7, -epoch2> <10, +epoch3> <12, -epoch3>`
+    ///
     /// Then `events` are sorted by user key:
+    ///
     /// `<1, +epoch1> <3, +epoch2> <5, -epoch1> <7, -epoch2> <10, +epoch3> <12, -epoch3>`
+    ///
     /// We rely on the fact that keys met in compaction are in order.
+    ///
     /// When user key 0 comes, no events have happened yet so no range delete epoch. (will be
     /// represented as range delete epoch MAX EPOCH)
+    ///
     /// When user key 1 comes, event `<1, +epoch1>` happens so there is currently one range delete
     /// epoch: epoch1.
+    ///
     /// When user key 2 comes, no more events happen so the set remains `{epoch1}`.
+    ///
     /// When user key 3 comes, event `<3, +epoch2>` happens so the range delete epoch set is now
     /// `{epoch1, epoch2}`.
+    ///
     /// When user key 5 comes, event `<5, -epoch1>` happens so epoch1 exits the set,
     /// therefore the current range delete epoch set is `{epoch2}`.
+    ///
     /// When user key 11 comes, events `<7, -epoch2>` and `<10, +epoch3>`
     /// both happen, one after another. The set changes to `{epoch3}` from `{epoch2}`.
     pub fn apply_event(epochs: &mut BTreeSet<HummockEpoch>, event: &CompactionDeleteRangeEvent) {
diff --git a/src/storage/src/hummock/utils.rs b/src/storage/src/hummock/utils.rs
index 4d61e7cd33674..4c270ee736b97 100644
--- a/src/storage/src/hummock/utils.rs
+++ b/src/storage/src/hummock/utils.rs
@@ -70,9 +70,19 @@ where
     !too_left && !too_right
 }
 
-pub fn validate_safe_epoch(safe_epoch: u64, epoch: u64) -> HummockResult<()> {
-    if epoch < safe_epoch {
-        return Err(HummockError::expired_epoch(safe_epoch, epoch));
+pub fn validate_safe_epoch(
+    version: &HummockVersion,
+    table_id: TableId,
+    epoch: u64,
+) -> HummockResult<()> {
+    if let Some(info) = version.state_table_info.info().get(&table_id)
+        && epoch < info.safe_epoch
+    {
+        return Err(HummockError::expired_epoch(
+            table_id,
+            info.safe_epoch,
+            epoch,
+        ));
     }
 
     Ok(())
diff --git a/src/storage/src/mem_table.rs b/src/storage/src/mem_table.rs
index 8562991943c1a..f7c5073a6a8cf 100644
--- a/src/storage/src/mem_table.rs
+++ b/src/storage/src/mem_table.rs
@@ -433,6 +433,7 @@ pub(crate) async fn merge_stream<'a>(
     inner_stream: impl Stream<Item = StorageResult<StateStoreIterItem>> + 'static,
     table_id: TableId,
     epoch: u64,
+    rev: bool,
 ) {
     let inner_stream = inner_stream.peekable();
     pin_mut!(inner_stream);
@@ -459,7 +460,11 @@ pub(crate) async fn merge_stream<'a>(
             }
             (Some(Ok((inner_key, _))), Some((mem_table_key, _))) => {
                 debug_assert_eq!(inner_key.user_key.table_id, table_id);
-                match inner_key.user_key.table_key.cmp(mem_table_key) {
+                let mut ret = inner_key.user_key.table_key.cmp(mem_table_key);
+                if rev {
+                    ret = ret.reverse();
+                }
+                match ret {
                     Ordering::Less => {
                         // yield data from storage
                         let (key, value) = inner_stream.next().await.unwrap()?;
@@ -580,6 +585,7 @@ impl<S: StateStoreWrite + StateStoreRead> LocalStateStore for MemtableLocalState
                 iter.into_stream(to_owned_item),
                 self.table_id,
                 self.epoch(),
+                false,
             ))))
         }
     }
@@ -600,6 +606,7 @@ impl<S: StateStoreWrite + StateStoreRead> LocalStateStore for MemtableLocalState
                 iter.into_stream(to_owned_item),
                 self.table_id,
                 self.epoch(),
+                true,
             ))))
         }
     }
diff --git a/src/storage/src/memory.rs b/src/storage/src/memory.rs
index 2bbed36b4efce..7a71a2309c3ef 100644
--- a/src/storage/src/memory.rs
+++ b/src/storage/src/memory.rs
@@ -13,7 +13,7 @@
 // limitations under the License.
 
 use std::cmp::Ordering;
-use std::collections::{BTreeMap, BTreeSet};
+use std::collections::{BTreeMap, BTreeSet, HashSet, VecDeque};
 use std::ops::Bound::{Excluded, Included, Unbounded};
 use std::ops::{Bound, RangeBounds};
 use std::sync::{Arc, LazyLock};
@@ -337,7 +337,6 @@ pub mod sled {
 }
 
 mod batched_iter {
-    use itertools::Itertools;
 
     use super::*;
 
@@ -378,13 +377,10 @@ mod batched_iter {
                     Some(Self::BATCH_SIZE),
                 )?
             } else {
-                self.inner
-                    .range(
-                        (self.range.0.clone(), self.range.1.clone()),
-                        Some(Self::BATCH_SIZE),
-                    )?
-                    .into_iter()
-                    .collect_vec()
+                self.inner.range(
+                    (self.range.0.clone(), self.range.1.clone()),
+                    Some(Self::BATCH_SIZE),
+                )?
             };
 
             if let Some((last_key, _)) = batch.last() {
@@ -609,7 +605,7 @@ impl<R: RangeKv> RangeKvStateStore<R> {
 impl<R: RangeKv> StateStoreRead for RangeKvStateStore<R> {
     type ChangeLogIter = RangeKvStateStoreChangeLogIter<R>;
     type Iter = RangeKvStateStoreIter<R>;
-    type RevIter = RangeKvStateStoreIter<R>;
+    type RevIter = RangeKvStateStoreRevIter<R>;
 
     #[allow(clippy::unused_async)]
     async fn get(
@@ -654,7 +650,7 @@ impl<R: RangeKv> StateStoreRead for RangeKvStateStore<R> {
         epoch: u64,
         read_options: ReadOptions,
     ) -> StorageResult<Self::RevIter> {
-        Ok(RangeKvStateStoreIter::new(
+        Ok(RangeKvStateStoreRevIter::new(
             batched_iter::Iter::new(
                 self.inner.clone(),
                 to_full_key_range(read_options.table_id, key_range),
@@ -745,10 +741,13 @@ impl<R: RangeKv> StateStore for RangeKvStateStore<R> {
     }
 
     #[allow(clippy::unused_async)]
-    async fn sync(&self, _epoch: u64) -> StorageResult<SyncResult> {
-        self.inner.flush()?;
+    fn sync(&self, _epoch: u64, _table_ids: HashSet<TableId>) -> impl SyncFuture {
+        let result = self.inner.flush();
         // memory backend doesn't need to push to S3, so this is a no-op
-        Ok(SyncResult::default())
+        async move {
+            result?;
+            Ok(SyncResult::default())
+        }
     }
 
     fn seal_epoch(&self, _epoch: u64, _is_checkpoint: bool) {}
@@ -831,6 +830,81 @@ impl<R: RangeKv> RangeKvStateStoreIter<R> {
     }
 }
 
+pub struct RangeKvStateStoreRevIter<R: RangeKv> {
+    inner: batched_iter::Iter<R>,
+
+    epoch: HummockEpoch,
+    is_inclusive_epoch: bool,
+
+    item_buffer: VecDeque<StateStoreIterItem>,
+}
+
+impl<R: RangeKv> RangeKvStateStoreRevIter<R> {
+    pub fn new(
+        inner: batched_iter::Iter<R>,
+        epoch: HummockEpoch,
+        is_inclusive_epoch: bool,
+    ) -> Self {
+        Self {
+            inner,
+            epoch,
+            is_inclusive_epoch,
+            item_buffer: VecDeque::default(),
+        }
+    }
+}
+
+impl<R: RangeKv> StateStoreIter for RangeKvStateStoreRevIter<R> {
+    #[allow(clippy::unused_async)]
+    async fn try_next(&mut self) -> StorageResult<Option<StateStoreIterItemRef<'_>>> {
+        self.next_inner()?;
+        Ok(self
+            .item_buffer
+            .back()
+            .map(|(key, value)| (key.to_ref(), value.as_ref())))
+    }
+}
+
+impl<R: RangeKv> RangeKvStateStoreRevIter<R> {
+    fn next_inner(&mut self) -> StorageResult<()> {
+        self.item_buffer.pop_back();
+        while let Some((key, value)) = self.inner.next()? {
+            let epoch = key.epoch_with_gap.pure_epoch();
+            if epoch > self.epoch {
+                continue;
+            }
+            if epoch == self.epoch && !self.is_inclusive_epoch {
+                continue;
+            }
+
+            let v = match value {
+                Some(v) => v,
+                None => {
+                    if let Some(last_key) = self.item_buffer.front()
+                        && key.user_key.as_ref() == last_key.0.user_key.as_ref()
+                    {
+                        self.item_buffer.clear();
+                    }
+                    continue;
+                }
+            };
+
+            if let Some(last_key) = self.item_buffer.front() {
+                if key.user_key.as_ref() != last_key.0.user_key.as_ref() {
+                    self.item_buffer.push_front((key, v));
+                    break;
+                } else {
+                    self.item_buffer.pop_front();
+                    self.item_buffer.push_front((key, v));
+                }
+            } else {
+                self.item_buffer.push_front((key, v));
+            }
+        }
+        Ok(())
+    }
+}
+
 pub struct RangeKvStateStoreChangeLogIter<R: RangeKv> {
     new_value_iter: RangeKvStateStoreIter<R>,
     old_value_iter: RangeKvStateStoreIter<R>,
diff --git a/src/storage/src/monitor/monitored_store.rs b/src/storage/src/monitor/monitored_store.rs
index 5c010106aa958..95791714ef64a 100644
--- a/src/storage/src/monitor/monitored_store.rs
+++ b/src/storage/src/monitor/monitored_store.rs
@@ -12,6 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
+use std::collections::HashSet;
 use std::marker::PhantomData;
 use std::sync::Arc;
 
@@ -21,7 +22,7 @@ use futures::{Future, TryFutureExt};
 use risingwave_common::buffer::Bitmap;
 use risingwave_common::catalog::TableId;
 use risingwave_hummock_sdk::key::{TableKey, TableKeyRange};
-use risingwave_hummock_sdk::{HummockReadEpoch, SyncResult};
+use risingwave_hummock_sdk::HummockReadEpoch;
 use thiserror_ext::AsReport;
 use tokio::time::Instant;
 use tracing::{error, Instrument};
@@ -319,23 +320,23 @@ impl<S: StateStore> StateStore for MonitoredStateStore<S> {
             .inspect_err(|e| error!(error = %e.as_report(), "Failed in wait_epoch"))
     }
 
-    async fn sync(&self, epoch: u64) -> StorageResult<SyncResult> {
-        // TODO: this metrics may not be accurate if we start syncing after `seal_epoch`. We may
-        // move this metrics to inside uploader
-        let timer = self.storage_metrics.sync_duration.start_timer();
-        let sync_result = self
+    fn sync(&self, epoch: u64, table_ids: HashSet<TableId>) -> impl SyncFuture {
+        let future = self
             .inner
-            .sync(epoch)
-            .instrument_await("store_sync")
-            .await
-            .inspect_err(|e| error!(error = %e.as_report(), "Failed in sync"))?;
-        timer.observe_duration();
-        if sync_result.sync_size != 0 {
-            self.storage_metrics
-                .sync_size
-                .observe(sync_result.sync_size as _);
+            .sync(epoch, table_ids)
+            .instrument_await("store_sync");
+        let timer = self.storage_metrics.sync_duration.start_timer();
+        let sync_size = self.storage_metrics.sync_size.clone();
+        async move {
+            let sync_result = future
+                .await
+                .inspect_err(|e| error!(error = %e.as_report(), "Failed in sync"))?;
+            timer.observe_duration();
+            if sync_result.sync_size != 0 {
+                sync_size.observe(sync_result.sync_size as _);
+            }
+            Ok(sync_result)
         }
-        Ok(sync_result)
     }
 
     fn seal_epoch(&self, epoch: u64, is_checkpoint: bool) {
diff --git a/src/storage/src/monitor/traced_store.rs b/src/storage/src/monitor/traced_store.rs
index 34d7149ff62b3..d7b9bd66edcdd 100644
--- a/src/storage/src/monitor/traced_store.rs
+++ b/src/storage/src/monitor/traced_store.rs
@@ -11,13 +11,16 @@
 // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 // See the License for the specific language governing permissions and
 // limitations under the License.
+
+use std::collections::HashSet;
 use std::sync::Arc;
 
 use bytes::Bytes;
-use futures::Future;
+use futures::{Future, FutureExt};
 use risingwave_common::buffer::Bitmap;
+use risingwave_common::catalog::TableId;
 use risingwave_hummock_sdk::key::{TableKey, TableKeyRange};
-use risingwave_hummock_sdk::{HummockReadEpoch, SyncResult};
+use risingwave_hummock_sdk::HummockReadEpoch;
 use risingwave_hummock_trace::{
     init_collector, should_use_trace, ConcurrentId, MayTraceSpan, OperationResult, StorageType,
     TraceResult, TraceSpan, TracedBytes, TracedSealCurrentEpochOptions, LOCAL_ID,
@@ -252,15 +255,17 @@ impl<S: StateStore> StateStore for TracedStateStore<S> {
         res
     }
 
-    async fn sync(&self, epoch: u64) -> StorageResult<SyncResult> {
-        let span: MayTraceSpan = TraceSpan::new_sync_span(epoch, self.storage_type);
+    fn sync(&self, epoch: u64, table_ids: HashSet<TableId>) -> impl SyncFuture {
+        let span: MayTraceSpan = TraceSpan::new_sync_span(epoch, &table_ids, self.storage_type);
 
-        let sync_result = self.inner.sync(epoch).await;
+        let future = self.inner.sync(epoch, table_ids);
 
-        span.may_send_result(OperationResult::Sync(
-            sync_result.as_ref().map(|res| res.sync_size).into(),
-        ));
-        sync_result
+        future.map(move |sync_result| {
+            span.may_send_result(OperationResult::Sync(
+                sync_result.as_ref().map(|res| res.sync_size).into(),
+            ));
+            sync_result
+        })
     }
 
     fn seal_epoch(&self, epoch: u64, is_checkpoint: bool) {
diff --git a/src/storage/src/opts.rs b/src/storage/src/opts.rs
index f553c6ff5ce7a..143b6bba37981 100644
--- a/src/storage/src/opts.rs
+++ b/src/storage/src/opts.rs
@@ -87,8 +87,6 @@ pub struct StorageOpts {
     pub data_file_cache_flushers: usize,
     pub data_file_cache_reclaimers: usize,
     pub data_file_cache_recover_concurrency: usize,
-    pub data_file_cache_lfu_window_to_cache_size_ratio: usize,
-    pub data_file_cache_lfu_tiny_lru_capacity_ratio: f64,
     pub data_file_cache_insert_rate_limit_mb: usize,
     pub data_file_cache_indexer_shards: usize,
     pub data_file_cache_compression: String,
@@ -107,8 +105,6 @@ pub struct StorageOpts {
     pub meta_file_cache_flushers: usize,
     pub meta_file_cache_reclaimers: usize,
     pub meta_file_cache_recover_concurrency: usize,
-    pub meta_file_cache_lfu_window_to_cache_size_ratio: usize,
-    pub meta_file_cache_lfu_tiny_lru_capacity_ratio: f64,
     pub meta_file_cache_insert_rate_limit_mb: usize,
     pub meta_file_cache_indexer_shards: usize,
     pub meta_file_cache_compression: String,
@@ -132,6 +128,8 @@ pub struct StorageOpts {
 
     pub mem_table_spill_threshold: usize,
 
+    pub compactor_concurrent_uploading_sst_count: Option<usize>,
+
     pub object_store_config: ObjectStoreConfig,
 }
 
@@ -182,14 +180,6 @@ impl From<(&RwConfig, &SystemParamsReader, &StorageMemoryConfig)> for StorageOpt
             data_file_cache_flushers: c.storage.data_file_cache.flushers,
             data_file_cache_reclaimers: c.storage.data_file_cache.reclaimers,
             data_file_cache_recover_concurrency: c.storage.data_file_cache.recover_concurrency,
-            data_file_cache_lfu_window_to_cache_size_ratio: c
-                .storage
-                .data_file_cache
-                .lfu_window_to_cache_size_ratio,
-            data_file_cache_lfu_tiny_lru_capacity_ratio: c
-                .storage
-                .data_file_cache
-                .lfu_tiny_lru_capacity_ratio,
             data_file_cache_insert_rate_limit_mb: c.storage.data_file_cache.insert_rate_limit_mb,
             data_file_cache_indexer_shards: c.storage.data_file_cache.indexer_shards,
             data_file_cache_compression: c.storage.data_file_cache.compression.clone(),
@@ -199,14 +189,6 @@ impl From<(&RwConfig, &SystemParamsReader, &StorageMemoryConfig)> for StorageOpt
             meta_file_cache_flushers: c.storage.meta_file_cache.flushers,
             meta_file_cache_reclaimers: c.storage.meta_file_cache.reclaimers,
             meta_file_cache_recover_concurrency: c.storage.meta_file_cache.recover_concurrency,
-            meta_file_cache_lfu_window_to_cache_size_ratio: c
-                .storage
-                .meta_file_cache
-                .lfu_window_to_cache_size_ratio,
-            meta_file_cache_lfu_tiny_lru_capacity_ratio: c
-                .storage
-                .meta_file_cache
-                .lfu_tiny_lru_capacity_ratio,
             meta_file_cache_insert_rate_limit_mb: c.storage.meta_file_cache.insert_rate_limit_mb,
             meta_file_cache_indexer_shards: c.storage.meta_file_cache.indexer_shards,
             meta_file_cache_compression: c.storage.meta_file_cache.compression.clone(),
@@ -238,6 +220,9 @@ impl From<(&RwConfig, &SystemParamsReader, &StorageMemoryConfig)> for StorageOpt
                 .compactor_fast_max_compact_delete_ratio,
             compactor_fast_max_compact_task_size: c.storage.compactor_fast_max_compact_task_size,
             compactor_iter_max_io_retry_times: c.storage.compactor_iter_max_io_retry_times,
+            compactor_concurrent_uploading_sst_count: c
+                .storage
+                .compactor_concurrent_uploading_sst_count,
         }
     }
 }
diff --git a/src/storage/src/panic_store.rs b/src/storage/src/panic_store.rs
index d2e032fb03a47..831f1f09a1c56 100644
--- a/src/storage/src/panic_store.rs
+++ b/src/storage/src/panic_store.rs
@@ -12,14 +12,16 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
+use std::collections::HashSet;
 use std::marker::PhantomData;
 use std::ops::Bound;
 use std::sync::Arc;
 
 use bytes::Bytes;
 use risingwave_common::buffer::Bitmap;
+use risingwave_common::catalog::TableId;
 use risingwave_hummock_sdk::key::{TableKey, TableKeyRange};
-use risingwave_hummock_sdk::{HummockReadEpoch, SyncResult};
+use risingwave_hummock_sdk::HummockReadEpoch;
 
 use crate::error::StorageResult;
 use crate::storage_value::StorageValue;
@@ -180,8 +182,8 @@ impl StateStore for PanicStateStore {
     }
 
     #[allow(clippy::unused_async)]
-    async fn sync(&self, _epoch: u64) -> StorageResult<SyncResult> {
-        panic!("should not await sync epoch from the panic state store!");
+    fn sync(&self, _epoch: u64, _table_ids: HashSet<TableId>) -> impl SyncFuture {
+        async { panic!("should not await sync epoch from the panic state store!") }
     }
 
     fn seal_epoch(&self, _epoch: u64, _is_checkpoint: bool) {
diff --git a/src/storage/src/row_serde/value_serde.rs b/src/storage/src/row_serde/value_serde.rs
index c4d4ef8b808f7..3a9156ca16d1e 100644
--- a/src/storage/src/row_serde/value_serde.rs
+++ b/src/storage/src/row_serde/value_serde.rs
@@ -97,7 +97,8 @@ impl ValueRowSerdeNew for ColumnAwareSerde {
             }
         }
 
-        let column_with_default = table_columns.iter().enumerate().filter_map(|(i, c)| {
+        let partial_columns = value_indices.iter().map(|idx| &table_columns[*idx]);
+        let column_with_default = partial_columns.enumerate().filter_map(|(i, c)| {
             if let Some(GeneratedOrDefaultColumn::DefaultColumn(DefaultColumnDesc {
                 snapshot_value,
                 expr,
@@ -305,4 +306,59 @@ mod tests {
         // drop all columns is now allowed
         assert!(try_drop_invalid_columns(&row_bytes, &HashSet::new()).is_none());
     }
+
+    #[test]
+    fn test_deserialize_partial_columns() {
+        let column_ids = vec![ColumnId::new(0), ColumnId::new(1), ColumnId::new(2)];
+        let row1 = OwnedRow::new(vec![
+            Some(Int16(5)),
+            Some(Utf8("abc".into())),
+            Some(Utf8("ABC".into())),
+        ]);
+        let serializer = column_aware_row_encoding::Serializer::new(&column_ids);
+        let row_bytes = serializer.serialize(row1);
+
+        let deserializer = column_aware_row_encoding::Deserializer::new(
+            &[ColumnId::new(2), ColumnId::new(0)],
+            Arc::from(vec![DataType::Varchar, DataType::Int16].into_boxed_slice()),
+            std::iter::empty(),
+        );
+        let decoded = deserializer.deserialize(&row_bytes[..]);
+        assert_eq!(
+            decoded.unwrap(),
+            vec![Some(Utf8("ABC".into())), Some(Int16(5))]
+        );
+    }
+
+    #[test]
+    fn test_deserialize_partial_columns_with_default_columns() {
+        let column_ids = vec![ColumnId::new(0), ColumnId::new(1), ColumnId::new(2)];
+        let row1 = OwnedRow::new(vec![
+            Some(Int16(5)),
+            Some(Utf8("abc".into())),
+            Some(Utf8("ABC".into())),
+        ]);
+        let serializer = column_aware_row_encoding::Serializer::new(&column_ids);
+        let row_bytes = serializer.serialize(row1);
+
+        // default column of ColumnId::new(3)
+        let default_columns = vec![(1, Some(Utf8("new column".into())))];
+
+        let deserializer = column_aware_row_encoding::Deserializer::new(
+            &[ColumnId::new(2), ColumnId::new(3), ColumnId::new(0)],
+            Arc::from(
+                vec![DataType::Varchar, DataType::Varchar, DataType::Int16].into_boxed_slice(),
+            ),
+            default_columns.into_iter(),
+        );
+        let decoded = deserializer.deserialize(&row_bytes[..]);
+        assert_eq!(
+            decoded.unwrap(),
+            vec![
+                Some(Utf8("ABC".into())),
+                Some(Utf8("new column".into())),
+                Some(Int16(5))
+            ]
+        );
+    }
 }
diff --git a/src/storage/src/store.rs b/src/storage/src/store.rs
index 18be3a91c0398..9e373d3069bb1 100644
--- a/src/storage/src/store.rs
+++ b/src/storage/src/store.rs
@@ -13,6 +13,7 @@
 // limitations under the License.
 
 use std::cmp::min;
+use std::collections::HashSet;
 use std::default::Default;
 use std::fmt::{Debug, Formatter};
 use std::future::Future;
@@ -318,6 +319,8 @@ pub trait StateStoreWrite: StaticSendSync {
     ) -> StorageResult<usize>;
 }
 
+pub trait SyncFuture = Future<Output = StorageResult<SyncResult>> + Send + 'static;
+
 pub trait StateStore: StateStoreRead + StaticSendSync + Clone {
     type Local: LocalStateStore;
 
@@ -328,7 +331,7 @@ pub trait StateStore: StateStoreRead + StaticSendSync + Clone {
         epoch: HummockReadEpoch,
     ) -> impl Future<Output = StorageResult<()>> + Send + '_;
 
-    fn sync(&self, epoch: u64) -> impl Future<Output = StorageResult<SyncResult>> + Send + '_;
+    fn sync(&self, epoch: u64, table_ids: HashSet<TableId>) -> impl SyncFuture;
 
     /// update max current epoch in storage.
     fn seal_epoch(&self, epoch: u64, is_checkpoint: bool);
@@ -628,10 +631,10 @@ pub struct NewLocalOptions {
     /// Whether the operation is consistent. The term `consistent` requires the following:
     ///
     /// 1. A key cannot be inserted or deleted for more than once, i.e. inserting to an existing
-    /// key or deleting an non-existing key is not allowed.
+    ///    key or deleting an non-existing key is not allowed.
     ///
     /// 2. The old value passed from
-    /// `update` and `delete` should match the original stored value.
+    ///    `update` and `delete` should match the original stored value.
     pub op_consistency_level: OpConsistencyLevel,
     pub table_option: TableOption,
 
diff --git a/src/storage/src/store_impl.rs b/src/storage/src/store_impl.rs
index c8b91438f0006..3c8284cb55c90 100644
--- a/src/storage/src/store_impl.rs
+++ b/src/storage/src/store_impl.rs
@@ -206,6 +206,7 @@ macro_rules! dispatch_state_store {
 
 #[cfg(any(debug_assertions, test, feature = "test"))]
 pub mod verify {
+    use std::collections::HashSet;
     use std::fmt::Debug;
     use std::future::Future;
     use std::marker::PhantomData;
@@ -214,8 +215,9 @@ pub mod verify {
 
     use bytes::Bytes;
     use risingwave_common::buffer::Bitmap;
+    use risingwave_common::catalog::TableId;
     use risingwave_hummock_sdk::key::{TableKey, TableKeyRange};
-    use risingwave_hummock_sdk::{HummockReadEpoch, SyncResult};
+    use risingwave_hummock_sdk::HummockReadEpoch;
     use tracing::log::warn;
 
     use crate::error::StorageResult;
@@ -558,11 +560,18 @@ pub mod verify {
             self.actual.try_wait_epoch(epoch)
         }
 
-        async fn sync(&self, epoch: u64) -> StorageResult<SyncResult> {
-            if let Some(expected) = &self.expected {
-                let _ = expected.sync(epoch).await;
+        fn sync(&self, epoch: u64, table_ids: HashSet<TableId>) -> impl SyncFuture {
+            let expected_future = self
+                .expected
+                .as_ref()
+                .map(|expected| expected.sync(epoch, table_ids.clone()));
+            let actual_future = self.actual.sync(epoch, table_ids);
+            async move {
+                if let Some(expected_future) = expected_future {
+                    expected_future.await?;
+                }
+                actual_future.await
             }
-            self.actual.sync(epoch).await
         }
 
         fn seal_epoch(&self, epoch: u64, is_checkpoint: bool) {
@@ -613,6 +622,7 @@ impl StateStoreImpl {
         storage_metrics: Arc<MonitoredStorageMetrics>,
         compactor_metrics: Arc<CompactorMetrics>,
         await_tree_config: Option<await_tree::Config>,
+        use_new_object_prefix_strategy: bool,
     ) -> StorageResult<Self> {
         const MB: usize = 1 << 20;
 
@@ -622,7 +632,7 @@ impl StateStoreImpl {
                 .build_and_install();
         }
 
-        let meta_cache_v2 = {
+        let meta_cache = {
             let mut builder = HybridCacheBuilder::new()
                 .with_name("foyer.meta")
                 .memory(opts.meta_cache_capacity_mb * MB)
@@ -670,7 +680,7 @@ impl StateStoreImpl {
             builder.build().await.map_err(HummockError::foyer_error)?
         };
 
-        let block_cache_v2 = {
+        let block_cache = {
             let mut builder = HybridCacheBuilder::new()
                 .with_name("foyer.data")
                 .with_event_listener(Arc::new(BlockCacheEventListener::new(
@@ -748,9 +758,10 @@ impl StateStoreImpl {
                     max_prefetch_block_number: opts.max_prefetch_block_number,
                     recent_filter,
                     state_store_metrics: state_store_metrics.clone(),
+                    use_new_object_prefix_strategy,
 
-                    meta_cache_v2,
-                    block_cache_v2,
+                    meta_cache,
+                    block_cache,
                 }));
                 let notification_client =
                     RpcNotificationClient::new(hummock_meta_client.get_inner().clone());
@@ -814,13 +825,17 @@ impl AsHummock for SledStateStore {
 
 #[cfg(debug_assertions)]
 pub mod boxed_state_store {
+    use std::collections::HashSet;
     use std::future::Future;
     use std::ops::{Deref, DerefMut};
     use std::sync::Arc;
 
     use bytes::Bytes;
     use dyn_clone::{clone_trait_object, DynClone};
+    use futures::future::BoxFuture;
+    use futures::FutureExt;
     use risingwave_common::buffer::Bitmap;
+    use risingwave_common::catalog::TableId;
     use risingwave_hummock_sdk::key::{TableKey, TableKeyRange};
     use risingwave_hummock_sdk::{HummockReadEpoch, SyncResult};
 
@@ -1146,7 +1161,11 @@ pub mod boxed_state_store {
     pub trait DynamicDispatchedStateStoreExt: StaticSendSync {
         async fn try_wait_epoch(&self, epoch: HummockReadEpoch) -> StorageResult<()>;
 
-        async fn sync(&self, epoch: u64) -> StorageResult<SyncResult>;
+        fn sync(
+            &self,
+            epoch: u64,
+            table_ids: HashSet<TableId>,
+        ) -> BoxFuture<'static, StorageResult<SyncResult>>;
 
         fn seal_epoch(&self, epoch: u64, is_checkpoint: bool);
 
@@ -1163,8 +1182,12 @@ pub mod boxed_state_store {
             self.try_wait_epoch(epoch).await
         }
 
-        async fn sync(&self, epoch: u64) -> StorageResult<SyncResult> {
-            self.sync(epoch).await
+        fn sync(
+            &self,
+            epoch: u64,
+            table_ids: HashSet<TableId>,
+        ) -> BoxFuture<'static, StorageResult<SyncResult>> {
+            self.sync(epoch, table_ids).boxed()
         }
 
         fn seal_epoch(&self, epoch: u64, is_checkpoint: bool) {
@@ -1257,8 +1280,12 @@ pub mod boxed_state_store {
             self.deref().try_wait_epoch(epoch)
         }
 
-        fn sync(&self, epoch: u64) -> impl Future<Output = StorageResult<SyncResult>> + Send + '_ {
-            self.deref().sync(epoch)
+        fn sync(
+            &self,
+            epoch: u64,
+            table_ids: HashSet<TableId>,
+        ) -> impl Future<Output = StorageResult<SyncResult>> + Send + 'static {
+            self.deref().sync(epoch, table_ids)
         }
 
         fn clear_shared_buffer(&self, prev_epoch: u64) -> impl Future<Output = ()> + Send + '_ {
diff --git a/src/storage/src/table/batch_table/storage_table.rs b/src/storage/src/table/batch_table/storage_table.rs
index 795668dfe8b1b..e5f2801b05022 100644
--- a/src/storage/src/table/batch_table/storage_table.rs
+++ b/src/storage/src/table/batch_table/storage_table.rs
@@ -13,7 +13,7 @@
 // limitations under the License.
 
 use std::ops::Bound::{self, Excluded, Included, Unbounded};
-use std::ops::{Index, RangeBounds};
+use std::ops::RangeBounds;
 use std::sync::Arc;
 
 use auto_enums::auto_enum;
@@ -24,11 +24,13 @@ use futures::future::try_join_all;
 use futures::{Stream, StreamExt};
 use futures_async_stream::try_stream;
 use itertools::{Either, Itertools};
-use risingwave_common::array::Op;
+use more_asserts::assert_gt;
+use risingwave_common::array::{ArrayBuilderImpl, ArrayRef, DataChunk, Op};
 use risingwave_common::buffer::Bitmap;
 use risingwave_common::catalog::{ColumnDesc, ColumnId, Schema, TableId, TableOption};
 use risingwave_common::hash::{VirtualNode, VnodeBitmapExt};
 use risingwave_common::row::{self, OwnedRow, Row, RowExt};
+use risingwave_common::types::ToOwnedDatum;
 use risingwave_common::util::row_serde::*;
 use risingwave_common::util::sort_util::OrderType;
 use risingwave_common::util::value_encoding::column_aware_row_encoding::ColumnAwareSerde;
@@ -81,7 +83,8 @@ pub struct StorageTableInner<S: StateStore, SD: ValueRowSerde> {
     /// Mapping from column id to column index for deserializing the row.
     mapping: Arc<ColumnMapping>,
 
-    /// Row deserializer to deserialize the whole value in storage to a row.
+    /// Row deserializer to deserialize the value in storage to a row.
+    /// The row can be either complete or partial, depending on whether the row encoding is versioned.
     row_serde: Arc<SD>,
 
     /// Indices of primary key.
@@ -246,29 +249,45 @@ impl<S: StateStore> StorageTableInner<S, EitherSerde> {
             }
         }
 
-        let output_row_in_value_indices = value_output_indices
-            .iter()
-            .map(|&di| value_indices.iter().position(|&pi| di == pi).unwrap())
-            .collect_vec();
         let output_row_in_key_indices = key_output_indices
             .iter()
             .map(|&di| pk_indices.iter().position(|&pi| di == pi).unwrap())
             .collect_vec();
         let schema = Schema::new(output_columns.iter().map(Into::into).collect());
 
-        let mapping = ColumnMapping::new(output_row_in_value_indices);
-
         let pk_data_types = pk_indices
             .iter()
             .map(|i| table_columns[*i].data_type.clone())
             .collect();
         let pk_serializer = OrderedRowSerde::new(pk_data_types, order_types);
-
-        let row_serde = {
+        let (row_serde, mapping) = {
             if versioned {
-                ColumnAwareSerde::new(value_indices.into(), table_columns.into()).into()
+                let value_output_indices_dedup = value_output_indices
+                    .iter()
+                    .unique()
+                    .copied()
+                    .collect::<Vec<_>>();
+                let output_row_in_value_output_indices_dedup = value_output_indices
+                    .iter()
+                    .map(|&di| {
+                        value_output_indices_dedup
+                            .iter()
+                            .position(|&pi| di == pi)
+                            .unwrap()
+                    })
+                    .collect_vec();
+                let mapping = ColumnMapping::new(output_row_in_value_output_indices_dedup);
+                let serde =
+                    ColumnAwareSerde::new(value_output_indices_dedup.into(), table_columns.into());
+                (serde.into(), mapping)
             } else {
-                BasicSerde::new(value_indices.into(), table_columns.into()).into()
+                let output_row_in_value_indices = value_output_indices
+                    .iter()
+                    .map(|&di| value_indices.iter().position(|&pi| di == pi).unwrap())
+                    .collect_vec();
+                let mapping = ColumnMapping::new(output_row_in_value_indices);
+                let serde = BasicSerde::new(value_indices.into(), table_columns.into());
+                (serde.into(), mapping)
             }
         };
 
@@ -366,11 +385,10 @@ impl<S: StateStore, SD: ValueRowSerde> StorageTableInner<S, SD> {
         if let Some(value) = self.store.get(serialized_pk, epoch, read_options).await? {
             // Refer to [`StorageTableInnerIterInner::new`] for necessity of `validate_read_epoch`.
             self.store.validate_read_epoch(wait_epoch)?;
-            let full_row = self.row_serde.deserialize(&value)?;
-            let result_row_in_value = self
-                .mapping
-                .project(OwnedRow::new(full_row))
-                .into_owned_row();
+
+            let row = self.row_serde.deserialize(&value)?;
+            let result_row_in_value = self.mapping.project(OwnedRow::new(row));
+
             match &self.key_output_indices {
                 Some(key_output_indices) => {
                     let result_row_in_key =
@@ -385,20 +403,23 @@ impl<S: StateStore, SD: ValueRowSerde> StorageTableInner<S, SD> {
                                 .unwrap();
                             result_row_vec.push(
                                 result_row_in_value
-                                    .index(*item_position_in_value_indices)
-                                    .clone(),
+                                    .datum_at(*item_position_in_value_indices)
+                                    .to_owned_datum(),
                             );
                         } else {
                             let item_position_in_pk_indices =
                                 key_output_indices.iter().position(|p| idx == p).unwrap();
-                            result_row_vec
-                                .push(result_row_in_key.index(item_position_in_pk_indices).clone());
+                            result_row_vec.push(
+                                result_row_in_key
+                                    .datum_at(item_position_in_pk_indices)
+                                    .to_owned_datum(),
+                            );
                         }
                     }
                     let result_row = OwnedRow::new(result_row_vec);
                     Ok(Some(result_row))
                 }
-                None => Ok(Some(result_row_in_value)),
+                None => Ok(Some(result_row_in_value.into_owned_row())),
             }
         } else {
             Ok(None)
@@ -626,6 +647,75 @@ impl<S: StateStore, SD: ValueRowSerde> StorageTableInner<S, SD> {
         .await
     }
 
+    // Construct a stream of (columns, row_count) from a row stream
+    #[try_stream(ok = (Vec<ArrayRef>, usize), error = StorageError)]
+    async fn convert_row_stream_to_array_vec_stream(
+        iter: impl Stream<Item = StorageResult<KeyedRow<Bytes>>>,
+        schema: Schema,
+        chunk_size: usize,
+    ) {
+        use futures::{pin_mut, TryStreamExt};
+        use risingwave_common::util::iter_util::ZipEqFast;
+
+        pin_mut!(iter);
+
+        let mut builders: Option<Vec<ArrayBuilderImpl>> = None;
+        let mut row_count = 0;
+
+        while let Some(row) = iter.try_next().await? {
+            row_count += 1;
+            // Uses ArrayBuilderImpl instead of DataChunkBuilder here to demonstrate how to build chunk in a columnar manner
+            let builders_ref =
+                builders.get_or_insert_with(|| schema.create_array_builders(chunk_size));
+            for (datum, builder) in row.iter().zip_eq_fast(builders_ref.iter_mut()) {
+                builder.append(datum);
+            }
+            if row_count == chunk_size {
+                let columns: Vec<_> = builders
+                    .take()
+                    .unwrap()
+                    .into_iter()
+                    .map(|builder| builder.finish().into())
+                    .collect();
+                yield (columns, row_count);
+                assert!(builders.is_none());
+                row_count = 0;
+            }
+        }
+
+        if let Some(builders) = builders {
+            assert_gt!(row_count, 0);
+            // yield the last chunk if any
+            let columns: Vec<_> = builders
+                .into_iter()
+                .map(|builder| builder.finish().into())
+                .collect();
+            yield (columns, row_count);
+        }
+    }
+
+    /// Iterates on the table with the given prefix of the pk in `pk_prefix` and the range bounds.
+    /// Returns a stream of chunks of columns with the provided `chunk_size`
+    async fn chunk_iter_with_pk_bounds(
+        &self,
+        epoch: HummockReadEpoch,
+        pk_prefix: impl Row,
+        range_bounds: impl RangeBounds<OwnedRow>,
+        ordered: bool,
+        chunk_size: usize,
+        prefetch_options: PrefetchOptions,
+    ) -> StorageResult<impl Stream<Item = StorageResult<(Vec<ArrayRef>, usize)>> + Send> {
+        let iter = self
+            .iter_with_pk_bounds(epoch, pk_prefix, range_bounds, ordered, prefetch_options)
+            .await?;
+
+        Ok(Self::convert_row_stream_to_array_vec_stream(
+            iter,
+            self.schema.clone(),
+            chunk_size,
+        ))
+    }
+
     /// Construct a stream item `StorageResult<KeyedRow<Bytes>>` for batch executors.
     /// Differs from the streaming one, this iterator will wait for the epoch before iteration
     pub async fn batch_iter_with_pk_bounds(
@@ -704,6 +794,34 @@ impl<S: StateStore, SD: ValueRowSerde> StorageTableInner<S, SD> {
 
         Ok(iter)
     }
+
+    /// Iterates on the table with the given prefix of the pk in `pk_prefix` and the range bounds.
+    /// Returns a stream of `DataChunk` with the provided `chunk_size`
+    pub async fn batch_chunk_iter_with_pk_bounds(
+        &self,
+        epoch: HummockReadEpoch,
+        pk_prefix: impl Row,
+        range_bounds: impl RangeBounds<OwnedRow>,
+        ordered: bool,
+        chunk_size: usize,
+        prefetch_options: PrefetchOptions,
+    ) -> StorageResult<impl Stream<Item = StorageResult<DataChunk>> + Send> {
+        let iter = self
+            .chunk_iter_with_pk_bounds(
+                epoch,
+                pk_prefix,
+                range_bounds,
+                ordered,
+                chunk_size,
+                prefetch_options,
+            )
+            .await?;
+
+        Ok(iter.map(|item| {
+            let (columns, row_count) = item?;
+            Ok(DataChunk::new(columns, row_count))
+        }))
+    }
 }
 
 /// [`StorageTableInnerIterInner`] iterates on the storage table.
@@ -777,11 +895,8 @@ impl<S: StateStore, SD: ValueRowSerde> StorageTableInnerIterInner<S, SD> {
             .await?
         {
             let (table_key, value) = (k.user_key.table_key, v);
-            let full_row = self.row_deserializer.deserialize(value)?;
-            let result_row_in_value = self
-                .mapping
-                .project(OwnedRow::new(full_row))
-                .into_owned_row();
+            let row = self.row_deserializer.deserialize(value)?;
+            let result_row_in_value = self.mapping.project(OwnedRow::new(row));
             match &self.key_output_indices {
                 Some(key_output_indices) => {
                     let result_row_in_key = match self.pk_serializer.clone() {
@@ -803,14 +918,17 @@ impl<S: StateStore, SD: ValueRowSerde> StorageTableInnerIterInner<S, SD> {
                                 .unwrap();
                             result_row_vec.push(
                                 result_row_in_value
-                                    .index(*item_position_in_value_indices)
-                                    .clone(),
+                                    .datum_at(*item_position_in_value_indices)
+                                    .to_owned_datum(),
                             );
                         } else {
                             let item_position_in_pk_indices =
                                 key_output_indices.iter().position(|p| idx == p).unwrap();
-                            result_row_vec
-                                .push(result_row_in_key.index(item_position_in_pk_indices).clone());
+                            result_row_vec.push(
+                                result_row_in_key
+                                    .datum_at(item_position_in_pk_indices)
+                                    .to_owned_datum(),
+                            );
                         }
                     }
                     let row = OwnedRow::new(result_row_vec);
@@ -824,7 +942,7 @@ impl<S: StateStore, SD: ValueRowSerde> StorageTableInnerIterInner<S, SD> {
                 None => {
                     yield KeyedRow {
                         vnode_prefixed_key: table_key.copy_into(),
-                        row: result_row_in_value,
+                        row: result_row_in_value.into_owned_row(),
                     }
                 }
             }
diff --git a/src/stream/src/common/compact_chunk.rs b/src/stream/src/common/compact_chunk.rs
index 5d6acb5125422..b6598a80872ac 100644
--- a/src/stream/src/common/compact_chunk.rs
+++ b/src/stream/src/common/compact_chunk.rs
@@ -232,6 +232,7 @@ impl StreamChunkCompactor {
     ///   have three kind of patterns Insert, Delete or Update.
     /// - For the update (-old row, +old row), when old row is exactly same. The two rowOp will be
     ///   removed.
+    ///
     /// All UPDATE INSERT and UPDATE DELETE will be converted to INSERT and DELETE, and dropped according to
     /// certain rules (see `merge_insert` and `merge_delete` for more details).
     pub fn into_compacted_chunks(self) -> impl Iterator<Item = StreamChunk> {
diff --git a/src/stream/src/common/log_store_impl/in_mem.rs b/src/stream/src/common/log_store_impl/in_mem.rs
index 3aafb865f09ac..d1ce2e6e5aa35 100644
--- a/src/stream/src/common/log_store_impl/in_mem.rs
+++ b/src/stream/src/common/log_store_impl/in_mem.rs
@@ -15,6 +15,7 @@
 use std::sync::Arc;
 
 use anyhow::{anyhow, Context};
+use await_tree::InstrumentAwait;
 use risingwave_common::array::StreamChunk;
 use risingwave_common::buffer::Bitmap;
 use risingwave_common::util::epoch::{EpochExt, EpochPair, INVALID_EPOCH};
@@ -260,6 +261,7 @@ impl LogWriter for BoundedInMemLogStoreWriter {
     async fn write_chunk(&mut self, chunk: StreamChunk) -> LogStoreResult<()> {
         self.item_tx
             .send(InMemLogStoreItem::StreamChunk(chunk))
+            .instrument_await("in_mem_send_item_chunk")
             .await
             .map_err(|_| anyhow!("unable to send stream chunk"))?;
         Ok(())
@@ -275,6 +277,7 @@ impl LogWriter for BoundedInMemLogStoreWriter {
                 next_epoch,
                 is_checkpoint,
             })
+            .instrument_await("in_mem_send_item_barrier")
             .await
             .map_err(|_| anyhow!("unable to send barrier"))?;
 
@@ -287,6 +290,7 @@ impl LogWriter for BoundedInMemLogStoreWriter {
             let truncated_epoch = self
                 .truncated_epoch_rx
                 .recv()
+                .instrument_await("in_mem_recv_truncated_epoch")
                 .await
                 .ok_or_else(|| anyhow!("cannot get truncated epoch"))?;
             assert_eq!(truncated_epoch, prev_epoch);
@@ -298,6 +302,7 @@ impl LogWriter for BoundedInMemLogStoreWriter {
     async fn update_vnode_bitmap(&mut self, new_vnodes: Arc<Bitmap>) -> LogStoreResult<()> {
         self.item_tx
             .send(InMemLogStoreItem::UpdateVnodeBitmap(new_vnodes))
+            .instrument_await("in_mem_send_item_vnode_bitmap")
             .await
             .map_err(|_| anyhow!("unable to send vnode bitmap"))
     }
diff --git a/src/stream/src/common/log_store_impl/kv_log_store/mod.rs b/src/stream/src/common/log_store_impl/kv_log_store/mod.rs
index 3db9723e2ba14..73dca8b1956bd 100644
--- a/src/stream/src/common/log_store_impl/kv_log_store/mod.rs
+++ b/src/stream/src/common/log_store_impl/kv_log_store/mod.rs
@@ -438,7 +438,7 @@ mod tests {
     use risingwave_connector::sink::log_store::{
         ChunkId, LogReader, LogStoreFactory, LogStoreReadItem, LogWriter, TruncateOffset,
     };
-    use risingwave_hummock_sdk::{HummockReadEpoch, SyncResult};
+    use risingwave_hummock_sdk::HummockReadEpoch;
     use risingwave_hummock_test::test_utils::prepare_hummock_test_env;
     use risingwave_storage::hummock::HummockStorage;
     use risingwave_storage::StateStore;
@@ -507,8 +507,7 @@ mod tests {
         writer.flush_current_epoch(epoch3, true).await.unwrap();
 
         test_env.storage.seal_epoch(epoch1, false);
-        test_env.storage.seal_epoch(epoch2, true);
-        let sync_result: SyncResult = test_env.storage.sync(epoch2).await.unwrap();
+        let sync_result = test_env.storage.seal_and_sync_epoch(epoch2).await.unwrap();
         assert!(!sync_result.uncommitted_ssts.is_empty());
 
         reader.init().await.unwrap();
diff --git a/src/stream/src/common/log_store_impl/kv_log_store/serde.rs b/src/stream/src/common/log_store_impl/kv_log_store/serde.rs
index 9871139bafddc..f016257b6c008 100644
--- a/src/stream/src/common/log_store_impl/kv_log_store/serde.rs
+++ b/src/stream/src/common/log_store_impl/kv_log_store/serde.rs
@@ -74,6 +74,11 @@ impl ReadInfo {
         self.read_size += size;
     }
 
+    fn read_update(&mut self, size: usize) {
+        self.read_count += 2;
+        self.read_size += size;
+    }
+
     fn report(&mut self, metrics: &KvLogStoreReadMetrics) {
         metrics.storage_read_size.inc_by(self.read_size as _);
         metrics.storage_read_count.inc_by(self.read_count as _);
@@ -82,12 +87,44 @@ impl ReadInfo {
     }
 }
 
-#[derive(Eq, PartialEq, Debug)]
+#[derive(Debug)]
 enum LogStoreRowOp {
     Row { op: Op, row: OwnedRow },
     Barrier { is_checkpoint: bool },
 }
 
+#[derive(Debug, PartialEq)]
+enum LogStoreOp {
+    Row {
+        op: Op,
+        row: OwnedRow,
+    },
+    Update {
+        old_value: OwnedRow,
+        new_value: OwnedRow,
+    },
+    Barrier {
+        is_checkpoint: bool,
+    },
+}
+
+impl From<LogStoreRowOp> for LogStoreOp {
+    fn from(value: LogStoreRowOp) -> Self {
+        match value {
+            LogStoreRowOp::Row { op, row } => {
+                if cfg!(debug_assertions) {
+                    assert_ne!(op, Op::UpdateDelete);
+                    assert_ne!(op, Op::UpdateInsert);
+                } else if op == Op::UpdateDelete || op == Op::UpdateInsert {
+                    warn!(?op, "create LogStoreOp from single update op");
+                }
+                Self::Row { op, row }
+            }
+            LogStoreRowOp::Barrier { is_checkpoint } => Self::Barrier { is_checkpoint },
+        }
+    }
+}
+
 #[derive(Clone)]
 pub(crate) struct LogStoreRowSerde {
     /// Used for serializing and deserializing the primary key.
@@ -368,19 +405,15 @@ impl LogStoreRowSerde {
             DataChunkBuilder::new(self.payload_schema.clone(), size_bound + 1);
         let mut ops = Vec::with_capacity(size_bound);
         let mut read_info = ReadInfo::new();
-        let stream = select_all(iters.into_iter().map(|iter| {
-            iter.into_stream(move |(key, value)| {
-                let row_size = key.user_key.table_key.len() + value.len();
-                let output = self.deserialize(value)?;
-                Ok((row_size, output))
-            })
-            .boxed()
-        }));
+        let stream = select_all(
+            iters
+                .into_iter()
+                .map(|iter| deserialize_stream(iter, self.clone())),
+        );
         pin_mut!(stream);
-        while let Some((row_size, output)) = stream.try_next().await? {
-            read_info.read_one_row(row_size);
-            match output {
-                (epoch, LogStoreRowOp::Row { op, row }) => {
+        while let Some((epoch, op, row_size)) = stream.try_next().await? {
+            match (epoch, op) {
+                (epoch, LogStoreOp::Row { op, row }) => {
                     if epoch != expected_epoch {
                         return Err(anyhow!(
                             "decoded epoch {} not match expected epoch {}",
@@ -388,6 +421,7 @@ impl LogStoreRowSerde {
                             expected_epoch
                         ));
                     }
+                    read_info.read_one_row(row_size);
                     ops.push(op);
                     if ops.len() > size_bound {
                         return Err(anyhow!(
@@ -398,7 +432,34 @@ impl LogStoreRowSerde {
                     }
                     assert!(data_chunk_builder.append_one_row(row).is_none());
                 }
-                (_, LogStoreRowOp::Barrier { .. }) => {
+                (
+                    epoch,
+                    LogStoreOp::Update {
+                        new_value,
+                        old_value,
+                    },
+                ) => {
+                    if epoch != expected_epoch {
+                        return Err(anyhow!(
+                            "decoded epoch {} not match expected epoch {}",
+                            epoch,
+                            expected_epoch
+                        ));
+                    }
+                    read_info.read_update(row_size);
+                    ops.push(Op::UpdateDelete);
+                    ops.push(Op::UpdateInsert);
+                    if ops.len() > size_bound {
+                        return Err(anyhow!(
+                            "row count {} exceed size bound {}",
+                            ops.len(),
+                            size_bound
+                        ));
+                    }
+                    assert!(data_chunk_builder.append_one_row(old_value).is_none());
+                    assert!(data_chunk_builder.append_one_row(new_value).is_none());
+                }
+                (_, LogStoreOp::Barrier { .. }) => {
                     return Err(anyhow!("should not get barrier when decoding stream chunk"));
                 }
             }
@@ -441,18 +502,18 @@ pub(crate) enum KvLogStoreItem {
     Barrier { is_checkpoint: bool },
 }
 
-type BoxPeekableLogStoreItemStream<S> = Pin<Box<Peekable<LogStoreItemStream<S>>>>;
+type PeekableLogStoreItemStream<S> = Peekable<LogStoreItemStream<S>>;
 
 struct LogStoreRowOpStream<S: StateStoreReadIter> {
     serde: LogStoreRowSerde,
 
     /// Streams that have not reached a barrier
-    row_streams: FuturesUnordered<StreamFuture<BoxPeekableLogStoreItemStream<S>>>,
+    row_streams: FuturesUnordered<StreamFuture<PeekableLogStoreItemStream<S>>>,
 
     /// Streams that have reached a barrier
-    barrier_streams: Vec<BoxPeekableLogStoreItemStream<S>>,
+    barrier_streams: Vec<PeekableLogStoreItemStream<S>>,
 
-    not_started_streams: Vec<(u64, BoxPeekableLogStoreItemStream<S>)>,
+    not_started_streams: Vec<(u64, PeekableLogStoreItemStream<S>)>,
 
     stream_state: StreamState,
 
@@ -470,7 +531,7 @@ impl<S: StateStoreReadIter> LogStoreRowOpStream<S> {
             serde: serde.clone(),
             barrier_streams: iters
                 .into_iter()
-                .map(|s| Box::pin(deserialize_stream(s, serde.clone()).peekable()))
+                .map(|s| deserialize_stream(s, serde.clone()).peekable())
                 .collect(),
             row_streams: FuturesUnordered::new(),
             not_started_streams: Vec::new(),
@@ -501,6 +562,7 @@ impl<S: StateStoreReadIter> LogStoreRowOpStream<S> {
 
     #[try_stream(ok = (u64, KvLogStoreItem), error = anyhow::Error)]
     async fn into_log_store_item_stream(mut self, chunk_size: usize) {
+        assert!(chunk_size >= 2, "too small chunk_size: {}", chunk_size);
         let mut ops = Vec::with_capacity(chunk_size);
         let mut data_chunk_builder =
             DataChunkBuilder::new(self.serde.payload_schema.clone(), chunk_size);
@@ -513,11 +575,11 @@ impl<S: StateStoreReadIter> LogStoreRowOpStream<S> {
         let this = self;
         pin_mut!(this);
 
+        let mut read_info = ReadInfo::new();
         while let Some((epoch, row_op, row_read_size)) = this.next_op().await? {
-            let mut read_info = ReadInfo::new();
-            read_info.read_one_row(row_read_size);
             match row_op {
-                LogStoreRowOp::Row { op, row } => {
+                LogStoreOp::Row { op, row } => {
+                    read_info.read_one_row(row_read_size);
                     ops.push(op);
                     if let Some(chunk) = data_chunk_builder.append_one_row(row) {
                         let ops = replace(&mut ops, Vec::with_capacity(chunk_size));
@@ -528,7 +590,32 @@ impl<S: StateStoreReadIter> LogStoreRowOpStream<S> {
                         );
                     }
                 }
-                LogStoreRowOp::Barrier { is_checkpoint } => {
+                LogStoreOp::Update {
+                    new_value,
+                    old_value,
+                } => {
+                    read_info.read_update(row_read_size);
+                    if !data_chunk_builder.can_append(2) {
+                        let ops = replace(&mut ops, Vec::with_capacity(chunk_size));
+                        let chunk = data_chunk_builder.consume_all().expect("must not be empty");
+                        yield (
+                            epoch,
+                            KvLogStoreItem::StreamChunk(StreamChunk::from_parts(ops, chunk)),
+                        );
+                    }
+                    ops.extend([Op::UpdateDelete, Op::UpdateInsert]);
+                    assert!(data_chunk_builder.append_one_row(old_value).is_none());
+                    if let Some(chunk) = data_chunk_builder.append_one_row(new_value) {
+                        let ops = replace(&mut ops, Vec::with_capacity(chunk_size));
+                        read_info.report(&this.metrics);
+                        yield (
+                            epoch,
+                            KvLogStoreItem::StreamChunk(StreamChunk::from_parts(ops, chunk)),
+                        );
+                    }
+                }
+                LogStoreOp::Barrier { is_checkpoint } => {
+                    read_info.read_one_row(row_read_size);
                     read_info.report(&this.metrics);
                     if let Some(chunk) = data_chunk_builder.consume_all() {
                         let ops = replace(&mut ops, Vec::with_capacity(chunk_size));
@@ -555,25 +642,108 @@ pub(crate) fn merge_log_store_item_stream<S: StateStoreReadIter>(
     LogStoreRowOpStream::new(iters, serde, metrics).into_log_store_item_stream(chunk_size)
 }
 
-type LogStoreItemStream<S: StateStoreReadIter> =
-    impl Stream<Item = LogStoreResult<(u64, LogStoreRowOp, usize)>> + Send;
-fn deserialize_stream<S: StateStoreReadIter>(
-    iter: S,
-    serde: LogStoreRowSerde,
-) -> LogStoreItemStream<S> {
-    iter.into_stream(
-        move |(key, value)| -> StorageResult<(u64, LogStoreRowOp, usize)> {
-            let read_size = key.user_key.table_key.len() + value.len();
-            let (epoch, op) = serde.deserialize(value)?;
-            Ok((epoch, op, read_size))
-        },
-    )
-    .map_err(Into::into)
-    .boxed()
-    // The `boxed` call was unnecessary in usual build. But when doing cargo doc,
-    // rustc will panic in auto_trait.rs. May remove it when using future version of tool chain.
+mod stream_de {
+    use super::*;
+    pub(super) type LogStoreItemStream<S: StateStoreReadIter> =
+        impl Stream<Item = LogStoreResult<(u64, LogStoreOp, usize)>> + Send + Unpin;
+
+    pub(super) fn deserialize_stream<S: StateStoreReadIter>(
+        iter: S,
+        serde: LogStoreRowSerde,
+    ) -> LogStoreItemStream<S> {
+        may_merge_update(
+            iter.into_stream(
+                move |(key, value)| -> StorageResult<(u64, LogStoreRowOp, usize)> {
+                    let read_size = key.user_key.table_key.len() + value.len();
+                    let (epoch, op) = serde.deserialize(value)?;
+                    Ok((epoch, op, read_size))
+                },
+            )
+            .map_err(Into::into),
+        )
+        .boxed()
+        // The `boxed` call was unnecessary in usual build. But when doing cargo doc,
+        // rustc will panic in auto_trait.rs. May remove it when using future version of tool chain.
+    }
+
+    #[try_stream(ok = (u64, LogStoreOp, usize), error = anyhow::Error)]
+    async fn may_merge_update(
+        stream: impl Stream<Item = LogStoreResult<(u64, LogStoreRowOp, usize)>> + Send,
+    ) {
+        pin_mut!(stream);
+        while let Some((epoch, op, row_size)) = stream.try_next().await? {
+            if let LogStoreRowOp::Row {
+                op: Op::UpdateDelete,
+                row: old_value,
+            } = op
+            {
+                let next_item = stream.try_next().await?;
+                if let Some((next_item_epoch, next_op, next_row_size)) = next_item {
+                    if let LogStoreRowOp::Row {
+                        op: Op::UpdateInsert,
+                        row: new_value,
+                    } = next_op
+                    {
+                        if epoch != next_item_epoch {
+                            return Err(anyhow!(
+                                "UpdateDelete epoch {} different UpdateInsert epoch {}",
+                                epoch,
+                                next_item_epoch
+                            ));
+                        }
+                        yield (
+                            epoch,
+                            LogStoreOp::Update {
+                                new_value,
+                                old_value,
+                            },
+                            (row_size + next_row_size),
+                        );
+                    } else {
+                        if cfg!(debug_assertions) {
+                            unreachable!(
+                                "should get UpdateInsert after UpdateDelete but get {:?}",
+                                next_op
+                            );
+                        } else {
+                            // in release mode just warn
+                            warn!("do not get UpdateInsert after UpdateDelete");
+                        }
+                        yield (
+                            epoch,
+                            LogStoreOp::Row {
+                                op: Op::UpdateDelete,
+                                row: old_value,
+                            },
+                            row_size,
+                        );
+                        yield (epoch, LogStoreOp::from(next_op), row_size);
+                    }
+                } else {
+                    if cfg!(debug_assertions) {
+                        unreachable!("should should be end of stream after UpdateDelete");
+                    } else {
+                        // in release mode just warn
+                        warn!("reach end of stream after UpdateDelete");
+                    }
+                    yield (
+                        epoch,
+                        LogStoreOp::Row {
+                            op: Op::UpdateDelete,
+                            row: old_value,
+                        },
+                        row_size,
+                    );
+                }
+            } else {
+                yield (epoch, LogStoreOp::from(op), row_size);
+            }
+        }
+    }
 }
 
+use stream_de::*;
+
 impl<S: StateStoreReadIter> LogStoreRowOpStream<S> {
     // Return Ok(false) means all streams have reach the end.
     async fn init(&mut self) -> LogStoreResult<bool> {
@@ -591,11 +761,11 @@ impl<S: StateStoreReadIter> LogStoreRowOpStream<S> {
         assert!(!self.barrier_streams.is_empty());
 
         for mut stream in self.barrier_streams.drain(..) {
-            match stream.as_mut().peek().await {
+            match Pin::new(&mut stream).peek().await {
                 Some(Ok((epoch, _, _))) => {
                     self.not_started_streams.push((*epoch, stream));
                 }
-                Some(Err(_)) => match stream.next().await {
+                Some(Err(_)) => match Pin::new(&mut stream).next().await {
                     Some(Err(e)) => {
                         return Err(e);
                     }
@@ -678,7 +848,7 @@ impl<S: StateStoreReadIter> LogStoreRowOpStream<S> {
         Ok(())
     }
 
-    async fn next_op(&mut self) -> LogStoreResult<Option<(u64, LogStoreRowOp, usize)>> {
+    async fn next_op(&mut self) -> LogStoreResult<Option<(u64, LogStoreOp, usize)>> {
         while let (Some(result), stream) = self
             .row_streams
             .next()
@@ -688,15 +858,11 @@ impl<S: StateStoreReadIter> LogStoreRowOpStream<S> {
             let (decoded_epoch, op, read_size) = result?;
             self.may_init_epoch(decoded_epoch)?;
             match op {
-                LogStoreRowOp::Row { op, row } => {
+                LogStoreOp::Row { .. } | LogStoreOp::Update { .. } => {
                     self.row_streams.push(stream.into_future());
-                    return Ok(Some((
-                        decoded_epoch,
-                        LogStoreRowOp::Row { op, row },
-                        read_size,
-                    )));
+                    return Ok(Some((decoded_epoch, op, read_size)));
                 }
-                LogStoreRowOp::Barrier { is_checkpoint } => {
+                LogStoreOp::Barrier { is_checkpoint } => {
                     self.check_is_checkpoint(is_checkpoint)?;
                     // Put the current stream to the barrier streams
                     self.barrier_streams.push(stream);
@@ -710,7 +876,7 @@ impl<S: StateStoreReadIter> LogStoreRowOpStream<S> {
                         }
                         return Ok(Some((
                             decoded_epoch,
-                            LogStoreRowOp::Barrier { is_checkpoint },
+                            LogStoreOp::Barrier { is_checkpoint },
                             read_size,
                         )));
                     } else {
@@ -742,7 +908,7 @@ impl<S: StateStoreReadIter> LogStoreRowOpStream<S> {
                 "a stream has reached the end but some other stream has not started yet"
             ));
         }
-        if cfg!(debug_assertion) {
+        if cfg!(debug_assertions) {
             while let Some((opt, _stream)) = self.row_streams.next().await {
                 if let Some(result) = opt {
                     return Err(
@@ -757,7 +923,6 @@ impl<S: StateStoreReadIter> LogStoreRowOpStream<S> {
 
 #[cfg(test)]
 mod tests {
-    use std::cmp::min;
     use std::future::poll_fn;
     use std::iter::once;
     use std::sync::Arc;
@@ -786,8 +951,8 @@ mod tests {
     use tokio::sync::oneshot::Sender;
 
     use crate::common::log_store_impl::kv_log_store::serde::{
-        merge_log_store_item_stream, KvLogStoreItem, LogStoreRowOp, LogStoreRowOpStream,
-        LogStoreRowSerde,
+        merge_log_store_item_stream, KvLogStoreItem, LogStoreOp, LogStoreRowOp,
+        LogStoreRowOpStream, LogStoreRowSerde,
     };
     use crate::common::log_store_impl::kv_log_store::test_utils::{
         check_rows_eq, gen_test_data, gen_test_log_store_table, TEST_TABLE_ID,
@@ -1135,7 +1300,7 @@ mod tests {
         assert_eq!(
             (
                 EPOCH0,
-                LogStoreRowOp::Barrier {
+                LogStoreOp::Barrier {
                     is_checkpoint: true
                 }
             ),
@@ -1147,19 +1312,37 @@ mod tests {
 
         for i in index {
             tx1[i].take().unwrap().send(()).unwrap();
-            for j in 0..ops[i].len() {
+            let mut j = 0;
+            while j < ops[i].len() {
                 let (epoch, op, _) = stream.next_op().await.unwrap().unwrap();
-                assert_eq!(
-                    (
-                        EPOCH1,
-                        LogStoreRowOp::Row {
-                            op: ops[i][j],
-                            row: rows[i][j].clone(),
-                        }
-                    ),
-                    (epoch, op)
-                );
+                if let Op::UpdateDelete = ops[i][j] {
+                    assert_eq!(Op::UpdateInsert, ops[i][j + 1]);
+                    assert_eq!(
+                        (
+                            EPOCH1,
+                            LogStoreOp::Update {
+                                old_value: rows[i][j].clone(),
+                                new_value: rows[i][j + 1].clone()
+                            }
+                        ),
+                        (epoch, op)
+                    );
+                    j += 2;
+                } else {
+                    assert_eq!(
+                        (
+                            EPOCH1,
+                            LogStoreOp::Row {
+                                op: ops[i][j],
+                                row: rows[i][j].clone(),
+                            }
+                        ),
+                        (epoch, op)
+                    );
+                    j += 1;
+                }
             }
+            assert_eq!(j, ops[i].len());
         }
 
         let (epoch, op, _) = stream.next_op().await.unwrap().unwrap();
@@ -1167,7 +1350,7 @@ mod tests {
         assert_eq!(
             (
                 EPOCH1,
-                LogStoreRowOp::Barrier {
+                LogStoreOp::Barrier {
                     is_checkpoint: false
                 }
             ),
@@ -1179,26 +1362,44 @@ mod tests {
 
         for i in index {
             tx2[i].take().unwrap().send(()).unwrap();
-            for j in 0..ops[i].len() {
+            let mut j = 0;
+            while j < ops[i].len() {
                 let (epoch, op, _) = stream.next_op().await.unwrap().unwrap();
-                assert_eq!(
-                    (
-                        EPOCH2,
-                        LogStoreRowOp::Row {
-                            op: ops[i][j],
-                            row: rows[i][j].clone(),
-                        }
-                    ),
-                    (epoch, op)
-                );
+                if let Op::UpdateDelete = ops[i][j] {
+                    assert_eq!(Op::UpdateInsert, ops[i][j + 1]);
+                    assert_eq!(
+                        (
+                            EPOCH2,
+                            LogStoreOp::Update {
+                                old_value: rows[i][j].clone(),
+                                new_value: rows[i][j + 1].clone()
+                            }
+                        ),
+                        (epoch, op)
+                    );
+                    j += 2;
+                } else {
+                    assert_eq!(
+                        (
+                            EPOCH2,
+                            LogStoreOp::Row {
+                                op: ops[i][j],
+                                row: rows[i][j].clone(),
+                            }
+                        ),
+                        (epoch, op)
+                    );
+                    j += 1;
+                }
             }
+            assert_eq!(j, ops[i].len());
         }
 
         let (epoch, op, _) = stream.next_op().await.unwrap().unwrap();
         assert_eq!(
             (
                 EPOCH2,
-                LogStoreRowOp::Barrier {
+                LogStoreOp::Barrier {
                     is_checkpoint: true,
                 }
             ),
@@ -1264,14 +1465,14 @@ mod tests {
         {
             let mut remain = ops.len();
             while remain > 0 {
-                let size = min(remain, CHUNK_SIZE);
                 let start_index = ops.len() - remain;
-                remain -= size;
                 let (epoch, item): (_, KvLogStoreItem) = stream.try_next().await.unwrap().unwrap();
                 assert_eq!(EPOCH1, epoch);
                 match item {
                     KvLogStoreItem::StreamChunk(chunk) => {
-                        assert_eq!(chunk.cardinality(), size);
+                        let size = chunk.cardinality();
+                        assert!(size <= CHUNK_SIZE);
+                        remain -= size;
                         assert!(check_rows_eq(
                             chunk.rows(),
                             (start_index..(start_index + size)).map(|i| (ops[i], &rows[i]))
@@ -1300,14 +1501,14 @@ mod tests {
         {
             let mut remain = ops.len();
             while remain > 0 {
-                let size = min(remain, CHUNK_SIZE);
                 let start_index = ops.len() - remain;
-                remain -= size;
                 let (epoch, item): (_, KvLogStoreItem) = stream.try_next().await.unwrap().unwrap();
                 assert_eq!(EPOCH2, epoch);
                 match item {
                     KvLogStoreItem::StreamChunk(chunk) => {
-                        assert_eq!(chunk.cardinality(), size);
+                        let size = chunk.cardinality();
+                        assert!(size <= CHUNK_SIZE);
+                        remain -= size;
                         assert!(check_rows_eq(
                             chunk.rows(),
                             (start_index..(start_index + size)).map(|i| (ops[i], &rows[i]))
diff --git a/src/stream/src/common/table/test_storage_table.rs b/src/stream/src/common/table/test_storage_table.rs
index cd914340fdb2d..098632192d027 100644
--- a/src/stream/src/common/table/test_storage_table.rs
+++ b/src/stream/src/common/table/test_storage_table.rs
@@ -12,11 +12,12 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use futures::pin_mut;
+use futures::{pin_mut, StreamExt};
 use itertools::Itertools;
 use risingwave_common::catalog::{ColumnDesc, ColumnId, TableId};
-use risingwave_common::row::OwnedRow;
+use risingwave_common::row::{self, OwnedRow, RowExt};
 use risingwave_common::types::DataType;
+use risingwave_common::util::chunk_coalesce::DataChunkBuilder;
 use risingwave_common::util::epoch::{test_epoch, EpochPair};
 use risingwave_common::util::sort_util::OrderType;
 use risingwave_hummock_sdk::HummockReadEpoch;
@@ -460,3 +461,123 @@ async fn test_batch_scan_with_value_indices() {
     let res = iter.next_row().await.unwrap();
     assert!(res.is_none());
 }
+
+#[tokio::test]
+async fn test_batch_scan_chunk_with_value_indices() {
+    const TEST_TABLE_ID: TableId = TableId { table_id: 233 };
+    let test_env = prepare_hummock_test_env().await;
+
+    let order_types = vec![OrderType::ascending(), OrderType::descending()];
+    let column_ids = [
+        ColumnId::from(0),
+        ColumnId::from(1),
+        ColumnId::from(2),
+        ColumnId::from(3),
+    ];
+    let column_descs = vec![
+        ColumnDesc::unnamed(column_ids[0], DataType::Int32),
+        ColumnDesc::unnamed(column_ids[1], DataType::Int32),
+        ColumnDesc::unnamed(column_ids[2], DataType::Int32),
+        ColumnDesc::unnamed(column_ids[3], DataType::Int32),
+    ];
+    let pk_indices = vec![0_usize, 2_usize];
+    let value_indices: Vec<usize> = vec![1, 3];
+    let read_prefix_len_hint = 0;
+    let table = gen_prost_table_with_value_indices(
+        TEST_TABLE_ID,
+        column_descs.clone(),
+        order_types.clone(),
+        pk_indices.clone(),
+        read_prefix_len_hint,
+        value_indices.iter().map(|v| *v as i32).collect_vec(),
+    );
+
+    test_env.register_table(table.clone()).await;
+    let mut state =
+        StateTable::from_table_catalog_inconsistent_op(&table, test_env.storage.clone(), None)
+            .await;
+
+    let output_column_idx: Vec<usize> = vec![1, 2];
+    let column_ids_partial = output_column_idx
+        .iter()
+        .map(|i| ColumnId::from(*i as i32))
+        .collect_vec();
+
+    let table = StorageTable::for_test_with_partial_columns(
+        test_env.storage.clone(),
+        TEST_TABLE_ID,
+        column_descs.clone(),
+        column_ids_partial,
+        order_types.clone(),
+        pk_indices,
+        value_indices.clone(),
+    );
+    let mut epoch = EpochPair::new_test_epoch(test_epoch(1));
+    state.init_epoch(epoch);
+
+    let gen_row = |i: i32, is_update: bool| {
+        let scale = if is_update { 10 } else { 1 };
+        OwnedRow::new(vec![
+            Some(i.into()),
+            Some((i * 10 * scale).into()),
+            Some((i * 100).into()),
+            Some((i * 1000 * scale).into()),
+        ])
+    };
+
+    let mut rows = vec![];
+    let insert_row_idx = (0..20).collect_vec();
+    let delete_row_idx = (0..5).map(|i| i * 2).collect_vec();
+    let updated_row_idx = (0..5).map(|i| i * 2 + 1).collect_vec();
+    for i in &insert_row_idx {
+        let row = gen_row(*i, false);
+        state.insert(row.clone());
+        rows.push(row);
+    }
+
+    for i in &updated_row_idx {
+        let row = gen_row(*i, true);
+        state.update(rows[*i as usize].clone(), row.clone());
+        rows[*i as usize] = row;
+    }
+
+    for i in &delete_row_idx {
+        let row = gen_row(*i, false);
+        state.delete(row);
+    }
+
+    let mut rows = rows
+        .into_iter()
+        .enumerate()
+        .filter(|(idx, _)| !delete_row_idx.contains(&(*idx as i32)))
+        .map(|(_, row)| row)
+        .collect_vec();
+
+    epoch.inc_for_test();
+    state.commit(epoch).await.unwrap();
+    test_env.commit_epoch(epoch.prev).await;
+
+    let chunk_size = 2;
+    let iter = table
+        .batch_chunk_iter_with_pk_bounds(
+            HummockReadEpoch::Committed(epoch.prev),
+            row::empty(),
+            ..,
+            false,
+            chunk_size,
+            Default::default(),
+        )
+        .await
+        .unwrap();
+    pin_mut!(iter);
+
+    let chunks: Vec<_> = iter.collect().await;
+    for (chunk, expected_rows) in chunks.into_iter().zip_eq(rows.chunks_mut(chunk_size)) {
+        let mut builder =
+            DataChunkBuilder::new(vec![DataType::Int32, DataType::Int32], 2 * chunk_size);
+        for row in expected_rows {
+            let _ = builder.append_one_row(row.clone().project(&output_column_idx));
+        }
+        assert_eq!(builder.consume_all().unwrap(), chunk.unwrap());
+    }
+}
diff --git a/src/stream/src/executor/actor.rs b/src/stream/src/executor/actor.rs
index 249546031e229..1c73a3aeddad6 100644
--- a/src/stream/src/executor/actor.rs
+++ b/src/stream/src/executor/actor.rs
@@ -223,14 +223,15 @@ where
             )
             .into()));
 
-            // Collect barriers to local barrier manager
-            self.barrier_manager.collect(id, &barrier);
-
             // Then stop this actor if asked
             if barrier.is_stop(id) {
-                break Ok(());
+                debug!(actor_id = id, epoch = ?barrier.epoch, "stop at barrier");
+                break Ok(barrier);
             }
 
+            // Collect barriers to local barrier manager
+            self.barrier_manager.collect(id, &barrier);
+
             // Tracing related work
             last_epoch = Some(barrier.epoch);
             span = barrier.tracing_context().attach(new_span(last_epoch));
@@ -238,7 +239,12 @@ where
 
         spawn_blocking_drop_stream(stream).await;
 
-        tracing::trace!(actor_id = id, "actor exit");
+        let result = result.map(|stop_barrier| {
+            // Collect the stop barrier after the stream has been dropped to ensure that all resources
+            self.barrier_manager.collect(id, &stop_barrier);
+        });
+
+        tracing::debug!(actor_id = id, ok = result.is_ok(), "actor exit");
         result
     }
 }
diff --git a/src/stream/src/executor/backfill/arrangement_backfill.rs b/src/stream/src/executor/backfill/arrangement_backfill.rs
index 557dda4f535ef..7920e8dceee80 100644
--- a/src/stream/src/executor/backfill/arrangement_backfill.rs
+++ b/src/stream/src/executor/backfill/arrangement_backfill.rs
@@ -551,7 +551,8 @@ where
                 // If not finished then we need to update state, otherwise no need.
                 if let Message::Barrier(barrier) = &msg {
                     if is_completely_finished {
-                        // If already finished, no need to persist any state.
+                        // If already finished, no need to persist any state. But we need to advance the epoch anyway
+                        self.state_table.commit(barrier.epoch).await?;
                     } else {
                         // If snapshot was empty, we do not need to backfill,
                         // but we still need to persist the finished state.
@@ -595,6 +596,10 @@ where
         #[for_await]
         for msg in upstream {
             if let Some(msg) = mapping_message(msg?, &self.output_indices) {
+                if let Message::Barrier(barrier) = &msg {
+                    // If already finished, no need persist any state, but we need to advance the epoch of the state table anyway.
+                    self.state_table.commit(barrier.epoch).await?;
+                }
                 yield msg;
             }
         }
diff --git a/src/stream/src/executor/backfill/cdc/cdc_backfill.rs b/src/stream/src/executor/backfill/cdc/cdc_backfill.rs
index 168e619cc956a..4e564130accbb 100644
--- a/src/stream/src/executor/backfill/cdc/cdc_backfill.rs
+++ b/src/stream/src/executor/backfill/cdc/cdc_backfill.rs
@@ -641,7 +641,6 @@ impl<S: StateStore> CdcBackfillExecutor<S> {
 #[try_stream(ok = Message, error = StreamExecutorError)]
 pub async fn transform_upstream(upstream: BoxedMessageStream, output_columns: &[ColumnDesc]) {
     let props = SpecificParserConfig {
-        key_encoding_config: None,
         encoding_config: EncodingProperties::Json(JsonProperties {
             use_schema_registry: false,
             timestamptz_handling: None,
diff --git a/src/stream/src/executor/backfill/cdc/upstream_table/snapshot.rs b/src/stream/src/executor/backfill/cdc/upstream_table/snapshot.rs
index bc54772f498fb..85c2f6b2ab178 100644
--- a/src/stream/src/executor/backfill/cdc/upstream_table/snapshot.rs
+++ b/src/stream/src/executor/backfill/cdc/upstream_table/snapshot.rs
@@ -264,8 +264,9 @@ mod tests {
     use risingwave_common::row::OwnedRow;
     use risingwave_common::types::{DataType, ScalarImpl};
     use risingwave_common::util::chunk_coalesce::DataChunkBuilder;
+    use risingwave_connector::source::cdc::external::mysql::MySqlExternalTableReader;
     use risingwave_connector::source::cdc::external::{
-        ExternalTableConfig, ExternalTableReader, MySqlExternalTableReader, SchemaTableName,
+        ExternalTableConfig, ExternalTableReader, SchemaTableName,
     };
 
     use crate::executor::backfill::utils::{get_new_pos, iter_chunks};
diff --git a/src/stream/src/executor/backfill/no_shuffle_backfill.rs b/src/stream/src/executor/backfill/no_shuffle_backfill.rs
index bd130fd8f52a2..e368086a97737 100644
--- a/src/stream/src/executor/backfill/no_shuffle_backfill.rs
+++ b/src/stream/src/executor/backfill/no_shuffle_backfill.rs
@@ -498,7 +498,10 @@ where
                 // If not finished then we need to update state, otherwise no need.
                 if let Message::Barrier(barrier) = &msg {
                     if is_finished {
-                        // If already finished, no need persist any state.
+                        // If already finished, no need persist any state, but we need to advance the epoch of the state table anyway.
+                        if let Some(table) = &mut self.state_table {
+                            table.commit(barrier.epoch).await?;
+                        }
                     } else {
                         // If snapshot was empty, we do not need to backfill,
                         // but we still need to persist the finished state.
@@ -564,6 +567,13 @@ where
         #[for_await]
         for msg in upstream {
             if let Some(msg) = mapping_message(msg?, &self.output_indices) {
+                if let Message::Barrier(barrier) = &msg {
+                    // If already finished, no need persist any state, but we need to advance the epoch of the state table anyway.
+                    if let Some(table) = &mut self.state_table {
+                        table.commit(barrier.epoch).await?;
+                    }
+                }
+
                 yield msg;
             }
         }
diff --git a/src/stream/src/executor/backfill/utils.rs b/src/stream/src/executor/backfill/utils.rs
index 1746924a08dfe..f67442e723198 100644
--- a/src/stream/src/executor/backfill/utils.rs
+++ b/src/stream/src/executor/backfill/utils.rs
@@ -716,6 +716,7 @@ where
 /// - Format: | vnode | pk | true | `row_count` |
 /// - If previous state is `InProgress` / `NotStarted`: Persist.
 /// - If previous state is Completed: Do not persist.
+///
 /// TODO(kwannoel): we should check committed state to be all `finished` in the tests.
 /// TODO(kwannoel): Instead of persisting state per vnode each time,
 /// we can optimize by persisting state for a subset of vnodes which were updated.
diff --git a/src/stream/src/executor/change_log.rs b/src/stream/src/executor/change_log.rs
deleted file mode 100644
index 1cdfd5b0f55e1..0000000000000
--- a/src/stream/src/executor/change_log.rs
+++ /dev/null
@@ -1,83 +0,0 @@
-// Copyright 2024 RisingWave Labs
-//
-// Licensed under the Apache License, Version 2.0 (the "License");
-// you may not use this file except in compliance with the License.
-// You may obtain a copy of the License at
-//
-//     http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing, software
-// distributed under the License is distributed on an "AS IS" BASIS,
-// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-// See the License for the specific language governing permissions and
-// limitations under the License.
-
-use core::fmt::Formatter;
-use core::iter::repeat;
-use std::fmt::Debug;
-use std::sync::Arc;
-
-use futures::prelude::stream::StreamExt;
-use futures_async_stream::try_stream;
-use risingwave_common::array::{ArrayImpl, I16Array, Op, SerialArray, StreamChunk};
-
-use super::{ActorContextRef, BoxedMessageStream, Execute, Executor, Message, StreamExecutorError};
-
-pub struct ChangeLogExecutor {
-    _ctx: ActorContextRef,
-    input: Executor,
-    need_op: bool,
-}
-
-impl Debug for ChangeLogExecutor {
-    fn fmt(&self, f: &mut Formatter<'_>) -> std::fmt::Result {
-        f.debug_struct("ChangeLogExecutor").finish()
-    }
-}
-
-impl Execute for ChangeLogExecutor {
-    fn execute(self: Box<Self>) -> BoxedMessageStream {
-        self.execute_inner().boxed()
-    }
-}
-impl ChangeLogExecutor {
-    pub fn new(ctx: ActorContextRef, input: Executor, need_op: bool) -> Self {
-        Self {
-            _ctx: ctx,
-            input,
-            need_op,
-        }
-    }
-
-    #[try_stream(ok = Message, error = StreamExecutorError)]
-    async fn execute_inner(self) {
-        let input = self.input.execute();
-        #[for_await]
-        for msg in input {
-            let msg = msg?;
-            match msg {
-                Message::Chunk(chunk) => {
-                    let (ops, mut columns, bitmap) = chunk.into_inner();
-                    let new_ops = vec![Op::Insert; ops.len()];
-                    // They are all 0, will be add in row id gen executor.
-                    let change_log_row_id_array = Arc::new(ArrayImpl::Serial(
-                        SerialArray::from_iter(repeat(None).take(ops.len())),
-                    ));
-                    let new_chunk = if self.need_op {
-                        let ops: Vec<Option<i16>> =
-                            ops.iter().map(|op| Some(op.to_i16())).collect();
-                        let ops_array = Arc::new(ArrayImpl::Int16(I16Array::from_iter(ops)));
-                        columns.push(ops_array);
-                        columns.push(change_log_row_id_array);
-                        StreamChunk::with_visibility(new_ops, columns, bitmap)
-                    } else {
-                        columns.push(change_log_row_id_array);
-                        StreamChunk::with_visibility(new_ops, columns, bitmap)
-                    };
-                    yield Message::Chunk(new_chunk);
-                }
-                m => yield m,
-            }
-        }
-    }
-}
diff --git a/src/stream/src/executor/merge.rs b/src/stream/src/executor/merge.rs
index 8b1daa9695c4d..19124fe8c22d4 100644
--- a/src/stream/src/executor/merge.rs
+++ b/src/stream/src/executor/merge.rs
@@ -18,6 +18,9 @@ use std::task::{Context, Poll};
 
 use anyhow::Context as _;
 use futures::stream::{FusedStream, FuturesUnordered, StreamFuture};
+use prometheus::Histogram;
+use risingwave_common::config::MetricLevel;
+use risingwave_common::metrics::LabelGuardedMetric;
 use tokio::time::Instant;
 
 use super::exchange::input::BoxedInput;
@@ -92,12 +95,24 @@ impl MergeExecutor {
 
     #[try_stream(ok = Message, error = StreamExecutorError)]
     async fn execute_inner(mut self: Box<Self>) {
+        let merge_barrier_align_duration = if self.metrics.level >= MetricLevel::Debug {
+            Some(
+                self.metrics
+                    .merge_barrier_align_duration
+                    .with_label_values(&[
+                        &self.actor_context.id.to_string(),
+                        &self.actor_context.fragment_id.to_string(),
+                    ]),
+            )
+        } else {
+            None
+        };
+
         // Futures of all active upstreams.
         let select_all = SelectReceivers::new(
             self.actor_context.id,
-            self.actor_context.fragment_id,
             self.upstreams,
-            self.metrics.clone(),
+            merge_barrier_align_duration.clone(),
         );
         let actor_id = self.actor_context.id;
 
@@ -189,9 +204,8 @@ impl MergeExecutor {
                             // the one we polled from original upstreams.
                             let mut select_new = SelectReceivers::new(
                                 self.actor_context.id,
-                                self.fragment_id,
                                 new_upstreams,
-                                self.metrics.clone(),
+                                merge_barrier_align_duration.clone(),
                             );
                             let new_barrier = expect_first_barrier(&mut select_new).await?;
                             assert_eq!(barrier, &new_barrier);
@@ -256,12 +270,10 @@ pub struct SelectReceivers {
 
     /// The actor id of this fragment.
     actor_id: u32,
-    /// The fragment id
-    fragment_id: u32,
     /// watermark column index -> `BufferedWatermarks`
     buffered_watermarks: BTreeMap<usize, BufferedWatermarks<ActorId>>,
-    /// Streaming Metrics
-    metrics: Arc<StreamingMetrics>,
+    /// If None, then we don't take `Instant::now()` and `observe` during `poll_next`
+    merge_barrier_align_duration: Option<LabelGuardedMetric<Histogram, 2>>,
 }
 
 impl Stream for SelectReceivers {
@@ -274,10 +286,6 @@ impl Stream for SelectReceivers {
             return Poll::Ready(None);
         }
 
-        let merge_barrier_align_duration = self
-            .metrics
-            .merge_barrier_align_duration
-            .with_label_values(&[&self.actor_id.to_string(), &self.fragment_id.to_string()]);
         let mut start = None;
         loop {
             match futures::ready!(self.active.poll_next_unpin(cx)) {
@@ -303,7 +311,9 @@ impl Stream for SelectReceivers {
                         }
                         Message::Barrier(barrier) => {
                             // Block this upstream by pushing it to `blocked`.
-                            if self.blocked.is_empty() {
+                            if self.blocked.is_empty()
+                                && self.merge_barrier_align_duration.is_some()
+                            {
                                 start = Some(Instant::now());
                             }
                             self.blocked.push(remaining);
@@ -332,7 +342,11 @@ impl Stream for SelectReceivers {
                 Some((None, _)) => unreachable!(),
                 // There's no active upstreams. Process the barrier and resume the blocked ones.
                 None => {
-                    if let Some(start) = start {
+                    if let Some(start) = start
+                        && let Some(merge_barrier_align_duration) =
+                            &self.merge_barrier_align_duration
+                    {
+                        // Observe did a few atomic operation inside, we want to avoid the overhead.
                         merge_barrier_align_duration.observe(start.elapsed().as_secs_f64())
                     }
                     break;
@@ -360,9 +374,8 @@ impl Stream for SelectReceivers {
 impl SelectReceivers {
     fn new(
         actor_id: u32,
-        fragment_id: u32,
         upstreams: Vec<BoxedInput>,
-        metrics: Arc<StreamingMetrics>,
+        merge_barrier_align_duration: Option<LabelGuardedMetric<Histogram, 2>>,
     ) -> Self {
         assert!(!upstreams.is_empty());
         let upstream_actor_ids = upstreams.iter().map(|input| input.actor_id()).collect();
@@ -370,11 +383,10 @@ impl SelectReceivers {
             blocked: Vec::with_capacity(upstreams.len()),
             active: Default::default(),
             actor_id,
-            fragment_id,
             barrier: None,
             upstream_actor_ids,
             buffered_watermarks: Default::default(),
-            metrics,
+            merge_barrier_align_duration,
         };
         this.extend_active(upstreams);
         this
diff --git a/src/stream/src/executor/mod.rs b/src/stream/src/executor/mod.rs
index f81684d6e01c1..36c6e8d173e3f 100644
--- a/src/stream/src/executor/mod.rs
+++ b/src/stream/src/executor/mod.rs
@@ -61,7 +61,7 @@ mod backfill;
 mod barrier_recv;
 mod batch_query;
 mod chain;
-mod change_log;
+mod changelog;
 mod dedup;
 mod dispatch;
 pub mod dml;
@@ -115,7 +115,7 @@ pub use backfill::no_shuffle_backfill::*;
 pub use barrier_recv::BarrierRecvExecutor;
 pub use batch_query::BatchQueryExecutor;
 pub use chain::ChainExecutor;
-pub use change_log::ChangeLogExecutor;
+pub use changelog::ChangeLogExecutor;
 pub use dedup::AppendOnlyDedupExecutor;
 pub use dispatch::{DispatchExecutor, DispatcherImpl};
 pub use dynamic_filter::DynamicFilterExecutor;
@@ -131,7 +131,7 @@ pub use lookup_union::LookupUnionExecutor;
 pub use merge::MergeExecutor;
 pub use mview::*;
 pub use no_op::NoOpExecutor;
-pub use now::NowExecutor;
+pub use now::*;
 pub use over_window::*;
 pub use project::ProjectExecutor;
 pub use project_set::*;
diff --git a/src/stream/src/executor/now.rs b/src/stream/src/executor/now.rs
index 43316fef71094..049eee7f8c724 100644
--- a/src/stream/src/executor/now.rs
+++ b/src/stream/src/executor/now.rs
@@ -15,30 +15,65 @@
 use std::ops::Bound;
 use std::ops::Bound::Unbounded;
 
+use itertools::Itertools;
 use risingwave_common::array::Op;
 use risingwave_common::row;
+use risingwave_common::types::{DefaultOrdered, Interval, Timestamptz, ToDatumRef};
+use risingwave_expr::capture_context;
+use risingwave_expr::expr::{
+    build_func_non_strict, EvalErrorReport, ExpressionBoxExt, InputRefExpression,
+    LiteralExpression, NonStrictExpression,
+};
+use risingwave_expr::expr_context::TIME_ZONE;
 use tokio::sync::mpsc::UnboundedReceiver;
 use tokio_stream::wrappers::UnboundedReceiverStream;
 
 use crate::executor::prelude::*;
+use crate::task::ActorEvalErrorReport;
 
 pub struct NowExecutor<S: StateStore> {
     data_types: Vec<DataType>,
 
+    mode: NowMode,
+    eval_error_report: ActorEvalErrorReport,
+
     /// Receiver of barrier channel.
     barrier_receiver: UnboundedReceiver<Barrier>,
 
     state_table: StateTable<S>,
 }
 
+pub enum NowMode {
+    /// Emit current timestamp on startup, update it on barrier.
+    UpdateCurrent,
+    /// Generate a series of timestamps starting from `start_timestamp` with `interval`.
+    /// Keep generating new timestamps on barrier.
+    GenerateSeries {
+        start_timestamp: Timestamptz,
+        interval: Interval,
+    },
+}
+
+enum ModeVars {
+    UpdateCurrent,
+    GenerateSeries {
+        chunk_builder: StreamChunkBuilder,
+        add_interval_expr: NonStrictExpression,
+    },
+}
+
 impl<S: StateStore> NowExecutor<S> {
     pub fn new(
         data_types: Vec<DataType>,
+        mode: NowMode,
+        eval_error_report: ActorEvalErrorReport,
         barrier_receiver: UnboundedReceiver<Barrier>,
         state_table: StateTable<S>,
     ) -> Self {
         Self {
             data_types,
+            mode,
+            eval_error_report,
             barrier_receiver,
             state_table,
         }
@@ -48,24 +83,43 @@ impl<S: StateStore> NowExecutor<S> {
     async fn execute_inner(self) {
         let Self {
             data_types,
+            mode,
+            eval_error_report,
             barrier_receiver,
             mut state_table,
         } = self;
 
+        let max_chunk_size = crate::config::chunk_size();
+
         // Whether the executor is paused.
         let mut paused = false;
         // The last timestamp **sent** to the downstream.
         let mut last_timestamp: Datum = None;
+
         // Whether the first barrier is handled and `last_timestamp` is initialized.
         let mut initialized = false;
 
+        let mut mode_vars = match &mode {
+            NowMode::UpdateCurrent => ModeVars::UpdateCurrent,
+            NowMode::GenerateSeries { interval, .. } => {
+                // in most cases there won't be more than one row except for the first time
+                let chunk_builder = StreamChunkBuilder::unlimited(data_types.clone(), Some(1));
+                let add_interval_expr =
+                    build_add_interval_expr_captured(*interval, eval_error_report)?;
+                ModeVars::GenerateSeries {
+                    chunk_builder,
+                    add_interval_expr,
+                }
+            }
+        };
+
         const MAX_MERGE_BARRIER_SIZE: usize = 64;
 
         #[for_await]
         for barriers in
             UnboundedReceiverStream::new(barrier_receiver).ready_chunks(MAX_MERGE_BARRIER_SIZE)
         {
-            let mut timestamp = None;
+            let mut curr_timestamp = None;
             if barriers.len() > 1 {
                 warn!(
                     "handle multiple barriers at once in now executor: {}",
@@ -74,7 +128,7 @@ impl<S: StateStore> NowExecutor<S> {
             }
             for barrier in barriers {
                 if !initialized {
-                    // Handle the first barrier.
+                    // Handle the initial barrier.
                     state_table.init_epoch(barrier.epoch);
                     let state_row = {
                         let sub_range: &(Bound<OwnedRow>, Bound<OwnedRow>) =
@@ -97,7 +151,7 @@ impl<S: StateStore> NowExecutor<S> {
                 }
 
                 // Extract timestamp from the current epoch.
-                timestamp = Some(barrier.get_curr_epoch().as_scalar());
+                curr_timestamp = Some(barrier.get_curr_epoch().as_scalar());
 
                 // Update paused state.
                 if let Some(mutation) = barrier.mutation.as_deref() {
@@ -116,28 +170,94 @@ impl<S: StateStore> NowExecutor<S> {
                 continue;
             }
 
-            let stream_chunk = if last_timestamp.is_some() {
-                let last_row = row::once(&last_timestamp);
-                let row = row::once(&timestamp);
-                state_table.update(last_row, row);
+            match (&mode, &mut mode_vars) {
+                (NowMode::UpdateCurrent, ModeVars::UpdateCurrent) => {
+                    let chunk = if last_timestamp.is_some() {
+                        let last_row = row::once(&last_timestamp);
+                        let row = row::once(&curr_timestamp);
+                        state_table.update(last_row, row);
+
+                        StreamChunk::from_rows(
+                            &[(Op::Delete, last_row), (Op::Insert, row)],
+                            &data_types,
+                        )
+                    } else {
+                        let row = row::once(&curr_timestamp);
+                        state_table.insert(row);
+
+                        StreamChunk::from_rows(&[(Op::Insert, row)], &data_types)
+                    };
 
-                StreamChunk::from_rows(&[(Op::Delete, last_row), (Op::Insert, row)], &data_types)
-            } else {
-                let row = row::once(&timestamp);
-                state_table.insert(row);
+                    yield Message::Chunk(chunk);
+                    last_timestamp.clone_from(&curr_timestamp)
+                }
+                (
+                    NowMode::GenerateSeries {
+                        start_timestamp, ..
+                    },
+                    ModeVars::GenerateSeries {
+                        chunk_builder,
+                        ref add_interval_expr,
+                    },
+                ) => {
+                    if last_timestamp.is_none() {
+                        // We haven't emit any timestamp yet. Let's emit the first one and populate the state table.
+                        let first = Some((*start_timestamp).into());
+                        let first_row = row::once(&first);
+                        let _ = chunk_builder.append_row(Op::Insert, first_row);
+                        state_table.insert(first_row);
+                        last_timestamp = first;
+                    }
 
-                StreamChunk::from_rows(&[(Op::Insert, row)], &data_types)
-            };
+                    // Now let's step through the timestamps from the last timestamp to the current timestamp.
+                    // We use `last_row` as a temporary cursor to track the progress, and won't touch `last_timestamp`
+                    // until the end of the loop, so that `last_timestamp` is always synced with the state table.
+                    let mut last_row = OwnedRow::new(vec![last_timestamp.clone()]);
+
+                    loop {
+                        if chunk_builder.size() >= max_chunk_size {
+                            // Manually yield the chunk when size exceeds the limit. We don't want to use chunk builder
+                            // with limited size here because the initial capacity can be too large for most cases.
+                            // Basically only the first several chunks can potentially exceed the `max_chunk_size`.
+                            if let Some(chunk) = chunk_builder.take() {
+                                yield Message::Chunk(chunk);
+                            }
+                        }
+
+                        let next = add_interval_expr.eval_row_infallible(&last_row).await;
+                        if DefaultOrdered(next.to_datum_ref())
+                            > DefaultOrdered(curr_timestamp.to_datum_ref())
+                        {
+                            // We only increase the timestamp to the current timestamp.
+                            break;
+                        }
+
+                        let next_row = OwnedRow::new(vec![next]);
+                        let _ = chunk_builder.append_row(Op::Insert, &next_row);
+                        last_row = next_row;
+                    }
+
+                    if let Some(chunk) = chunk_builder.take() {
+                        yield Message::Chunk(chunk);
+                    }
 
-            yield Message::Chunk(stream_chunk);
+                    // Update the last timestamp.
+                    state_table.update(row::once(&last_timestamp), &last_row);
+                    last_timestamp = last_row
+                        .into_inner()
+                        .into_vec()
+                        .into_iter()
+                        .exactly_one()
+                        .unwrap();
+                }
+                _ => unreachable!(),
+            }
 
             yield Message::Watermark(Watermark::new(
                 0,
                 DataType::Timestamptz,
-                timestamp.clone().unwrap(),
+                curr_timestamp.unwrap(),
             ));
-
-            last_timestamp = timestamp;
         }
     }
 }
@@ -148,36 +268,54 @@ impl<S: StateStore> Execute for NowExecutor<S> {
     }
 }
 
+#[capture_context(TIME_ZONE)]
+pub fn build_add_interval_expr(
+    time_zone: &str,
+    interval: Interval,
+    eval_error_report: impl EvalErrorReport + 'static,
+) -> risingwave_expr::Result<NonStrictExpression> {
+    let timestamptz_input = InputRefExpression::new(DataType::Timestamptz, 0);
+    let interval = LiteralExpression::new(DataType::Interval, Some(interval.into()));
+    let time_zone = LiteralExpression::new(DataType::Varchar, Some(time_zone.into()));
+
+    use risingwave_pb::expr::expr_node::PbType as PbExprType;
+    build_func_non_strict(
+        PbExprType::AddWithTimeZone,
+        DataType::Timestamptz,
+        vec![
+            timestamptz_input.boxed(),
+            interval.boxed(),
+            time_zone.boxed(),
+        ],
+        eval_error_report,
+    )
+}
+
 #[cfg(test)]
 mod tests {
-    use risingwave_common::array::StreamChunk;
     use risingwave_common::catalog::{ColumnDesc, ColumnId, TableId};
     use risingwave_common::test_prelude::StreamChunkTestExt;
-    use risingwave_common::types::{DataType, ScalarImpl};
+    use risingwave_common::types::test_utils::IntervalTestExt;
+    use risingwave_common::util::epoch::test_epoch;
     use risingwave_storage::memory::MemoryStateStore;
     use tokio::sync::mpsc::{unbounded_channel, UnboundedSender};
 
-    use super::NowExecutor;
-    use crate::common::table::state_table::StateTable;
+    use super::*;
     use crate::executor::test_utils::StreamExecutorTestExt;
-    use crate::executor::{
-        Barrier, BoxedMessageStream, Execute, Mutation, StreamExecutorResult, Watermark,
-    };
 
     #[tokio::test]
     async fn test_now() -> StreamExecutorResult<()> {
         let state_store = create_state_store();
-        let (tx, mut now_executor) = create_executor(&state_store).await;
+        let (tx, mut now) = create_executor(NowMode::UpdateCurrent, &state_store).await;
 
         // Init barrier
-        tx.send(Barrier::with_prev_epoch_for_test(1 << 16, 1))
-            .unwrap();
+        tx.send(Barrier::new_test_barrier(test_epoch(1))).unwrap();
 
         // Consume the barrier
-        now_executor.next_unwrap_ready_barrier()?;
+        now.next_unwrap_ready_barrier()?;
 
         // Consume the data chunk
-        let chunk_msg = now_executor.next_unwrap_ready_chunk()?;
+        let chunk_msg = now.next_unwrap_ready_chunk()?;
 
         assert_eq!(
             chunk_msg.compact(),
@@ -188,7 +326,7 @@ mod tests {
         );
 
         // Consume the watermark
-        let watermark = now_executor.next_unwrap_ready_watermark()?;
+        let watermark = now.next_unwrap_ready_watermark()?;
 
         assert_eq!(
             watermark,
@@ -199,14 +337,17 @@ mod tests {
             )
         );
 
-        tx.send(Barrier::with_prev_epoch_for_test(2 << 16, 1 << 16))
-            .unwrap();
+        tx.send(Barrier::with_prev_epoch_for_test(
+            test_epoch(2),
+            test_epoch(1),
+        ))
+        .unwrap();
 
         // Consume the barrier
-        now_executor.next_unwrap_ready_barrier()?;
+        now.next_unwrap_ready_barrier()?;
 
         // Consume the data chunk
-        let chunk_msg = now_executor.next_unwrap_ready_chunk()?;
+        let chunk_msg = now.next_unwrap_ready_chunk()?;
 
         assert_eq!(
             chunk_msg.compact(),
@@ -218,7 +359,7 @@ mod tests {
         );
 
         // Consume the watermark
-        let watermark = now_executor.next_unwrap_ready_watermark()?;
+        let watermark = now.next_unwrap_ready_watermark()?;
 
         assert_eq!(
             watermark,
@@ -230,21 +371,25 @@ mod tests {
         );
 
         // No more messages until the next barrier
-        now_executor.next_unwrap_pending();
+        now.next_unwrap_pending();
 
         // Recovery
-        drop((tx, now_executor));
-        let (tx, mut now_executor) = create_executor(&state_store).await;
-        tx.send(Barrier::with_prev_epoch_for_test(3 << 16, 1 << 16))
-            .unwrap();
+        drop((tx, now));
+        let (tx, mut now) = create_executor(NowMode::UpdateCurrent, &state_store).await;
+        tx.send(Barrier::with_prev_epoch_for_test(
+            test_epoch(3),
+            test_epoch(2),
+        ))
+        .unwrap();
 
         // Consume the barrier
-        now_executor.next_unwrap_ready_barrier()?;
+        now.next_unwrap_ready_barrier()?;
 
         // Consume the data chunk
-        let chunk_msg = now_executor.next_unwrap_ready_chunk()?;
+        let chunk_msg = now.next_unwrap_ready_chunk()?;
         assert_eq!(
             chunk_msg.compact(),
+            // the last chunk was not checkpointed so the deleted old value should be `001`
             StreamChunk::from_pretty(
                 " TZ
                 - 2021-04-01T00:00:00.001Z
@@ -253,7 +398,7 @@ mod tests {
         );
 
         // Consume the watermark
-        let watermark = now_executor.next_unwrap_ready_watermark()?;
+        let watermark = now.next_unwrap_ready_watermark()?;
 
         assert_eq!(
             watermark,
@@ -265,28 +410,32 @@ mod tests {
         );
 
         // Recovery with paused
-        drop((tx, now_executor));
-        let (tx, mut now_executor) = create_executor(&state_store).await;
-        tx.send(Barrier::new_test_barrier(4 << 16).with_mutation(Mutation::Pause))
-            .unwrap();
+        drop((tx, now));
+        let (tx, mut now) = create_executor(NowMode::UpdateCurrent, &state_store).await;
+        tx.send(
+            Barrier::with_prev_epoch_for_test(test_epoch(4), test_epoch(3))
+                .with_mutation(Mutation::Pause),
+        )
+        .unwrap();
 
         // Consume the barrier
-        now_executor.next_unwrap_ready_barrier()?;
+        now.next_unwrap_ready_barrier()?;
 
         // There should be no messages until `Resume`
-        now_executor.next_unwrap_pending();
+        now.next_unwrap_pending();
 
         // Resume barrier
         tx.send(
-            Barrier::with_prev_epoch_for_test(5 << 16, 4 << 16).with_mutation(Mutation::Resume),
+            Barrier::with_prev_epoch_for_test(test_epoch(5), test_epoch(4))
+                .with_mutation(Mutation::Resume),
         )
         .unwrap();
 
         // Consume the barrier
-        now_executor.next_unwrap_ready_barrier()?;
+        now.next_unwrap_ready_barrier()?;
 
         // Consume the data chunk
-        let chunk_msg = now_executor.next_unwrap_ready_chunk()?;
+        let chunk_msg = now.next_unwrap_ready_chunk()?;
         assert_eq!(
             chunk_msg.compact(),
             StreamChunk::from_pretty(
@@ -297,7 +446,7 @@ mod tests {
         );
 
         // Consume the watermark
-        let watermark = now_executor.next_unwrap_ready_watermark()?;
+        let watermark = now.next_unwrap_ready_watermark()?;
 
         assert_eq!(
             watermark,
@@ -314,29 +463,30 @@ mod tests {
     #[tokio::test]
     async fn test_now_start_with_paused() -> StreamExecutorResult<()> {
         let state_store = create_state_store();
-        let (tx, mut now_executor) = create_executor(&state_store).await;
+        let (tx, mut now) = create_executor(NowMode::UpdateCurrent, &state_store).await;
 
         // Init barrier
-        tx.send(Barrier::with_prev_epoch_for_test(1 << 16, 1).with_mutation(Mutation::Pause))
+        tx.send(Barrier::new_test_barrier(test_epoch(1)).with_mutation(Mutation::Pause))
             .unwrap();
 
         // Consume the barrier
-        now_executor.next_unwrap_ready_barrier()?;
+        now.next_unwrap_ready_barrier()?;
 
         // There should be no messages until `Resume`
-        now_executor.next_unwrap_pending();
+        now.next_unwrap_pending();
 
         // Resume barrier
         tx.send(
-            Barrier::with_prev_epoch_for_test(2 << 16, 1 << 16).with_mutation(Mutation::Resume),
+            Barrier::with_prev_epoch_for_test(test_epoch(2), test_epoch(1))
+                .with_mutation(Mutation::Resume),
         )
         .unwrap();
 
         // Consume the barrier
-        now_executor.next_unwrap_ready_barrier()?;
+        now.next_unwrap_ready_barrier()?;
 
         // Consume the data chunk
-        let chunk_msg = now_executor.next_unwrap_ready_chunk()?;
+        let chunk_msg = now.next_unwrap_ready_chunk()?;
 
         assert_eq!(
             chunk_msg.compact(),
@@ -347,7 +497,7 @@ mod tests {
         );
 
         // Consume the watermark
-        let watermark = now_executor.next_unwrap_ready_watermark()?;
+        let watermark = now.next_unwrap_ready_watermark()?;
 
         assert_eq!(
             watermark,
@@ -359,7 +509,121 @@ mod tests {
         );
 
         // No more messages until the next barrier
-        now_executor.next_unwrap_pending();
+        now.next_unwrap_pending();
+
+        Ok(())
+    }
+
+    #[tokio::test]
+    async fn test_now_generate_series() -> StreamExecutorResult<()> {
+        TIME_ZONE::scope("UTC".to_string(), test_now_generate_series_inner()).await
+    }
+
+    async fn test_now_generate_series_inner() -> StreamExecutorResult<()> {
+        let start_timestamp = Timestamptz::from_secs(1617235190).unwrap(); // 2021-03-31 23:59:50 UTC
+        let interval = Interval::from_millis(1000); // 1s interval
+
+        let state_store = create_state_store();
+        let (tx, mut now) = create_executor(
+            NowMode::GenerateSeries {
+                start_timestamp,
+                interval,
+            },
+            &state_store,
+        )
+        .await;
+
+        // Init barrier
+        tx.send(Barrier::new_test_barrier(test_epoch(1000)))
+            .unwrap();
+        now.next_unwrap_ready_barrier()?;
+
+        // Initial timestamps
+        let chunk = now.next_unwrap_ready_chunk()?;
+        assert_eq!(chunk.cardinality(), 12); // seconds from 23:59:50 to 00:00:01 (inclusive)
+
+        assert_eq!(
+            now.next_unwrap_ready_watermark()?,
+            Watermark::new(
+                0,
+                DataType::Timestamptz,
+                ScalarImpl::Timestamptz("2021-04-01T00:00:01.000Z".parse().unwrap())
+            )
+        );
+
+        tx.send(Barrier::with_prev_epoch_for_test(
+            test_epoch(2000),
+            test_epoch(1000),
+        ))
+        .unwrap();
+        tx.send(Barrier::with_prev_epoch_for_test(
+            test_epoch(3000),
+            test_epoch(2000),
+        ))
+        .unwrap();
+
+        now.next_unwrap_ready_barrier()?;
+        now.next_unwrap_ready_barrier()?;
+
+        let chunk = now.next_unwrap_ready_chunk()?;
+        assert_eq!(
+            chunk.compact(),
+            StreamChunk::from_pretty(
+                " TZ
+                + 2021-04-01T00:00:02.000Z
+                + 2021-04-01T00:00:03.000Z"
+            )
+        );
+
+        let watermark = now.next_unwrap_ready_watermark()?;
+        assert_eq!(
+            watermark,
+            Watermark::new(
+                0,
+                DataType::Timestamptz,
+                ScalarImpl::Timestamptz("2021-04-01T00:00:03.000Z".parse().unwrap())
+            )
+        );
+
+        // Recovery
+        drop((tx, now));
+        let (tx, mut now) = create_executor(
+            NowMode::GenerateSeries {
+                start_timestamp,
+                interval,
+            },
+            &state_store,
+        )
+        .await;
+
+        tx.send(Barrier::with_prev_epoch_for_test(
+            test_epoch(4000),
+            test_epoch(3000),
+        ))
+        .unwrap();
+
+        now.next_unwrap_ready_barrier()?;
+
+        let chunk = now.next_unwrap_ready_chunk()?;
+        assert_eq!(
+            chunk.compact(),
+            StreamChunk::from_pretty(
+                " TZ
+                + 2021-04-01T00:00:02.000Z
+                + 2021-04-01T00:00:03.000Z
+                + 2021-04-01T00:00:04.000Z"
+            )
+        );
+
+        let watermark = now.next_unwrap_ready_watermark()?;
+        assert_eq!(
+            watermark,
+            Watermark::new(
+                0,
+                DataType::Timestamptz,
+                ScalarImpl::Timestamptz("2021-04-01T00:00:04.000Z".parse().unwrap())
+            )
+        );
 
         Ok(())
     }
@@ -369,6 +633,7 @@ mod tests {
     }
 
     async fn create_executor(
+        mode: NowMode,
         state_store: &MemoryStateStore,
     ) -> (UnboundedSender<Barrier>, BoxedMessageStream) {
         let table_id = TableId::new(1);
@@ -384,8 +649,17 @@ mod tests {
 
         let (sender, barrier_receiver) = unbounded_channel();
 
-        let now_executor =
-            NowExecutor::new(vec![DataType::Timestamptz], barrier_receiver, state_table);
+        let eval_error_report = ActorEvalErrorReport {
+            actor_context: ActorContext::for_test(123),
+            identity: "NowExecutor".into(),
+        };
+        let now_executor = NowExecutor::new(
+            vec![DataType::Timestamptz],
+            mode,
+            eval_error_report,
+            barrier_receiver,
+            state_table,
+        );
         (sender, now_executor.boxed().execute())
     }
 }
diff --git a/src/stream/src/executor/over_window/frame_finder.rs b/src/stream/src/executor/over_window/frame_finder.rs
index 3154284653f11..12e9f21842887 100644
--- a/src/stream/src/executor/over_window/frame_finder.rs
+++ b/src/stream/src/executor/over_window/frame_finder.rs
@@ -103,7 +103,7 @@ pub(super) fn merge_rows_frames(rows_frames: &[&RowsFrameBounds]) -> RowsFrameBo
 ///
 /// More examples can be found in the comment inside [`find_curr_for_rows_frame`].
 pub(super) fn find_first_curr_for_rows_frame<'cache>(
-    frame_bounds: &'_ RowsFrameBounds,
+    frame_bounds: &RowsFrameBounds,
     part_with_delta: DeltaBTreeMap<'cache, CacheKey, OwnedRow>,
     delta_key: &'cache CacheKey,
 ) -> &'cache CacheKey {
@@ -116,7 +116,7 @@ pub(super) fn find_first_curr_for_rows_frame<'cache>(
 ///
 /// This is the symmetric function of [`find_first_curr_for_rows_frame`].
 pub(super) fn find_last_curr_for_rows_frame<'cache>(
-    frame_bounds: &'_ RowsFrameBounds,
+    frame_bounds: &RowsFrameBounds,
     part_with_delta: DeltaBTreeMap<'cache, CacheKey, OwnedRow>,
     delta_key: &'cache CacheKey,
 ) -> &'cache CacheKey {
@@ -127,7 +127,7 @@ pub(super) fn find_last_curr_for_rows_frame<'cache>(
 /// to some CURRENT ROW, find the cache key corresponding to the start row in
 /// that frame.
 pub(super) fn find_frame_start_for_rows_frame<'cache>(
-    frame_bounds: &'_ RowsFrameBounds,
+    frame_bounds: &RowsFrameBounds,
     part_with_delta: DeltaBTreeMap<'cache, CacheKey, OwnedRow>,
     curr_key: &'cache CacheKey,
 ) -> &'cache CacheKey {
@@ -140,7 +140,7 @@ pub(super) fn find_frame_start_for_rows_frame<'cache>(
 ///
 /// This is the symmetric function of [`find_frame_start_for_rows_frame`].
 pub(super) fn find_frame_end_for_rows_frame<'cache>(
-    frame_bounds: &'_ RowsFrameBounds,
+    frame_bounds: &RowsFrameBounds,
     part_with_delta: DeltaBTreeMap<'cache, CacheKey, OwnedRow>,
     curr_key: &'cache CacheKey,
 ) -> &'cache CacheKey {
@@ -189,7 +189,7 @@ pub(super) fn find_left_for_range_frames<'cache>(
     logical_order_value: impl ToDatumRef,
     cache_key_pk_len: usize, // this is dirty but we have no better choice
 ) -> &'cache CacheKey {
-    find_for_range_frames::<true>(
+    find_for_range_frames::<true /* LEFT */>(
         range_frames,
         part_with_delta,
         logical_order_value,
@@ -206,7 +206,7 @@ pub(super) fn find_right_for_range_frames<'cache>(
     logical_order_value: impl ToDatumRef,
     cache_key_pk_len: usize, // this is dirty but we have no better choice
 ) -> &'cache CacheKey {
-    find_for_range_frames::<false>(
+    find_for_range_frames::<false /* RIGHT */>(
         range_frames,
         part_with_delta,
         logical_order_value,
@@ -217,7 +217,7 @@ pub(super) fn find_right_for_range_frames<'cache>(
 // -------------------------- ↑ PUBLIC INTERFACE ↑ --------------------------
 
 fn find_curr_for_rows_frame<'cache, const LEFT: bool>(
-    frame_bounds: &'_ RowsFrameBounds,
+    frame_bounds: &RowsFrameBounds,
     part_with_delta: DeltaBTreeMap<'cache, CacheKey, OwnedRow>,
     delta_key: &'cache CacheKey,
 ) -> &'cache CacheKey {
@@ -329,7 +329,7 @@ fn find_curr_for_rows_frame<'cache, const LEFT: bool>(
 }
 
 fn find_boundary_for_rows_frame<'cache, const LEFT: bool>(
-    frame_bounds: &'_ RowsFrameBounds,
+    frame_bounds: &RowsFrameBounds,
     part_with_delta: DeltaBTreeMap<'cache, CacheKey, OwnedRow>,
     curr_key: &'cache CacheKey,
 ) -> &'cache CacheKey {
@@ -1219,12 +1219,12 @@ mod tests {
             ];
 
             let ord_key_1 = StateKey {
-                order_key: memcmp_encoding::encode_value(&Some(ScalarImpl::Int64(1)), order_type)
+                order_key: memcmp_encoding::encode_value(Some(ScalarImpl::Int64(1)), order_type)
                     .unwrap(),
                 pk: OwnedRow::empty().into(),
             };
             let ord_key_2 = StateKey {
-                order_key: memcmp_encoding::encode_value(&Some(ScalarImpl::Int64(3)), order_type)
+                order_key: memcmp_encoding::encode_value(Some(ScalarImpl::Int64(3)), order_type)
                     .unwrap(),
                 pk: OwnedRow::empty().into(),
             };
@@ -1261,7 +1261,7 @@ mod tests {
 
             let ord_key_1 = StateKey {
                 order_key: memcmp_encoding::encode_value(
-                    &Some(ScalarImpl::Timestamp(
+                    Some(ScalarImpl::Timestamp(
                         "2024-01-28 00:30:00".parse().unwrap(),
                     )),
                     order_type,
@@ -1271,7 +1271,7 @@ mod tests {
             };
             let ord_key_2 = StateKey {
                 order_key: memcmp_encoding::encode_value(
-                    &Some(ScalarImpl::Timestamp(
+                    Some(ScalarImpl::Timestamp(
                         "2024-01-26 15:47:00".parse().unwrap(),
                     )),
                     order_type,
diff --git a/src/stream/src/executor/over_window/general.rs b/src/stream/src/executor/over_window/general.rs
index 815e3b6698a51..23623be6e0f2c 100644
--- a/src/stream/src/executor/over_window/general.rs
+++ b/src/stream/src/executor/over_window/general.rs
@@ -29,7 +29,6 @@ use risingwave_common::util::sort_util::OrderType;
 use risingwave_expr::window_function::{
     create_window_state, StateKey, WindowFuncCall, WindowStates,
 };
-use risingwave_storage::row_serde::row_serde_util::serialize_pk_with_vnode;
 
 use super::over_partition::{
     new_empty_partition_cache, shrink_partition_cache, CacheKey, OverPartition, PartitionCache,
@@ -37,6 +36,7 @@ use super::over_partition::{
 };
 use crate::cache::ManagedLruCache;
 use crate::common::metrics::MetricsInfo;
+use crate::consistency::consistency_panic;
 use crate::executor::monitor::OverWindowMetrics;
 use crate::executor::over_window::over_partition::AffectedRange;
 use crate::executor::prelude::*;
@@ -212,7 +212,20 @@ impl<S: StateStore> OverWindowExecutor<S> {
                                     new_row: row,
                                 };
                             }
-                            _ => panic!("inconsistent changes in input chunk"),
+                            _ => {
+                                consistency_panic!(
+                                    ?pk,
+                                    "inconsistent changes in input chunk, double-inserting"
+                                );
+                                if let Record::Update { old_row, .. } = prev_change {
+                                    *prev_change = Record::Update {
+                                        old_row: *old_row,
+                                        new_row: row,
+                                    };
+                                } else {
+                                    *prev_change = Record::Insert { new_row: row };
+                                }
+                            }
                         }
                     } else {
                         changes_merged.insert(pk, Record::Insert { new_row: row });
@@ -232,7 +245,13 @@ impl<S: StateStore> OverWindowExecutor<S> {
                                     old_row: *real_old_row,
                                 };
                             }
-                            _ => panic!("inconsistent changes in input chunk"),
+                            _ => {
+                                consistency_panic!(
+                                    ?pk,
+                                    "inconsistent changes in input chunk, double-deleting"
+                                );
+                                *prev_change = Record::Delete { old_row: row };
+                            }
                         }
                     } else {
                         changes_merged.insert(pk, Record::Delete { old_row: row });
@@ -357,13 +376,17 @@ impl<S: StateStore> OverWindowExecutor<S> {
                                 }
                             }
                             (existed, record) => {
-                                let vnode = this.state_table.compute_vnode_by_pk(&key.pk);
-                                let raw_key = serialize_pk_with_vnode(
-                                    &key.pk,
-                                    this.state_table.pk_serde(),
-                                    vnode,
+                                // when stream is inconsistent, there may be an `Update` of which the old pk does not actually exist
+                                consistency_panic!(
+                                    ?existed,
+                                    ?record,
+                                    "other cases should not exist",
                                 );
-                                panic!("other cases should not exist. raw_key: {:?}, existed: {:?}, new: {:?}", raw_key, existed, record);
+
+                                key_change_update_buffer.insert(pk, record);
+                                if let Some(chunk) = chunk_builder.append_record(existed) {
+                                    yield chunk;
+                                }
                             }
                         }
                     } else {
@@ -375,6 +398,15 @@ impl<S: StateStore> OverWindowExecutor<S> {
                 partition.write_record(&mut this.state_table, key, record);
             }
 
+            if !key_change_update_buffer.is_empty() {
+                consistency_panic!(
+                    ?key_change_update_buffer,
+                    "key-change update buffer should be empty after processing"
+                );
+                // if in non-strict mode, we can reach here, but we don't know the `StateKey`,
+                // so just ignore the buffer.
+            }
+
             let cache_len = partition.cache_real_len();
             let stats = partition.summarize();
             metrics
@@ -423,21 +455,17 @@ impl<S: StateStore> OverWindowExecutor<S> {
     async fn build_changes_for_partition(
         this: &ExecutorInner<S>,
         partition: &mut OverPartition<'_, S>,
-        delta: PartitionDelta,
+        mut delta: PartitionDelta,
     ) -> StreamExecutorResult<(
         BTreeMap<StateKey, Record<OwnedRow>>,
         Option<RangeInclusive<StateKey>>,
     )> {
-        assert!(!delta.is_empty(), "if there's no delta, we won't be here");
-
         let mut part_changes = BTreeMap::new();
 
         // Find affected ranges, this also ensures that all rows in the affected ranges are loaded
         // into the cache.
-        // TODO(rc): maybe we can find affected ranges for each window function call (each frame) to simplify
-        // the implementation of `find_affected_ranges`
         let (part_with_delta, affected_ranges) = partition
-            .find_affected_ranges(&this.state_table, &delta)
+            .find_affected_ranges(&this.state_table, &mut delta)
             .await?;
 
         let snapshot = part_with_delta.snapshot();
diff --git a/src/stream/src/executor/over_window/over_partition.rs b/src/stream/src/executor/over_window/over_partition.rs
index 763965fa5227f..f81ba9d89a50e 100644
--- a/src/stream/src/executor/over_window/over_partition.rs
+++ b/src/stream/src/executor/over_window/over_partition.rs
@@ -36,6 +36,7 @@ use static_assertions::const_assert;
 
 use super::general::RowConverter;
 use crate::common::table::state_table::StateTable;
+use crate::consistency::{consistency_error, enable_strict_consistency};
 use crate::executor::over_window::frame_finder::*;
 use crate::executor::StreamExecutorResult;
 
@@ -249,25 +250,25 @@ pub(super) struct OverPartitionStats {
 /// represented by [`DeltaBTreeMap`].
 ///
 /// - `first_curr_key` and `last_curr_key` are the current keys of the first and the last
-///  windows affected. They are used to pinpoint the bounds where state needs to be updated.
+///   windows affected. They are used to pinpoint the bounds where state needs to be updated.
 /// - `first_frame_start` and `last_frame_end` are the frame start and end of the first and
-///  the last windows affected. They are used to pinpoint the bounds where state needs to be
-///  included for computing the new state.
+///   the last windows affected. They are used to pinpoint the bounds where state needs to be
+///   included for computing the new state.
 #[derive(Debug, Educe)]
 #[educe(Clone, Copy)]
-pub(super) struct AffectedRange<'cache> {
-    pub first_frame_start: &'cache CacheKey,
-    pub first_curr_key: &'cache CacheKey,
-    pub last_curr_key: &'cache CacheKey,
-    pub last_frame_end: &'cache CacheKey,
+pub(super) struct AffectedRange<'a> {
+    pub first_frame_start: &'a CacheKey,
+    pub first_curr_key: &'a CacheKey,
+    pub last_curr_key: &'a CacheKey,
+    pub last_frame_end: &'a CacheKey,
 }
 
-impl<'cache> AffectedRange<'cache> {
+impl<'a> AffectedRange<'a> {
     fn new(
-        first_frame_start: &'cache CacheKey,
-        first_curr_key: &'cache CacheKey,
-        last_curr_key: &'cache CacheKey,
-        last_frame_end: &'cache CacheKey,
+        first_frame_start: &'a CacheKey,
+        first_curr_key: &'a CacheKey,
+        last_curr_key: &'a CacheKey,
+        last_frame_end: &'a CacheKey,
     ) -> Self {
         Self {
             first_frame_start,
@@ -436,35 +437,31 @@ impl<'a, S: StateStore> OverPartition<'a, S> {
     /// Find all ranges in the partition that are affected by the given delta.
     /// The returned ranges are guaranteed to be sorted and non-overlapping. All keys in the ranges
     /// are guaranteed to be cached, which means they should be [`Sentinelled::Normal`]s.
-    pub async fn find_affected_ranges<'s, 'cache>(
+    pub async fn find_affected_ranges<'s, 'delta>(
         &'s mut self,
-        table: &'_ StateTable<S>,
-        delta: &'cache PartitionDelta,
+        table: &StateTable<S>,
+        delta: &'delta mut PartitionDelta,
     ) -> StreamExecutorResult<(
-        DeltaBTreeMap<'cache, CacheKey, OwnedRow>,
-        Vec<AffectedRange<'cache>>,
+        DeltaBTreeMap<'delta, CacheKey, OwnedRow>,
+        Vec<AffectedRange<'delta>>,
     )>
     where
-        's: 'cache,
+        'a: 'delta,
+        's: 'delta,
     {
+        self.ensure_delta_in_cache(table, delta).await?;
+        let delta = &*delta; // let's make it immutable
+
+        if delta.is_empty() {
+            return Ok((DeltaBTreeMap::new(self.range_cache.inner(), delta), vec![]));
+        }
+
         let delta_first = delta.first_key_value().unwrap().0.as_normal_expect();
         let delta_last = delta.last_key_value().unwrap().0.as_normal_expect();
 
         let range_frame_logical_curr =
             calc_logical_curr_for_range_frames(&self.range_frames, delta_first, delta_last);
 
-        if self.cache_policy.is_full() {
-            // ensure everything is in the cache
-            self.extend_cache_to_boundary(table).await?;
-        } else {
-            // TODO(rc): later we should extend cache using `self.super_rows_frame_bounds` and
-            // `range_frame_logical_curr` as hints.
-
-            // ensure the cache covers all delta (if possible)
-            self.extend_cache_by_range(table, delta_first..=delta_last)
-                .await?;
-        }
-
         loop {
             // TERMINATEABILITY: `extend_cache_leftward_by_n` and `extend_cache_rightward_by_n` keep
             // pushing the cache to the boundary of current partition. In these two methods, when
@@ -472,7 +469,7 @@ impl<'a, S: StateStore> OverPartition<'a, S> {
             // `Self::find_affected_ranges_readonly` will return `Ok`.
 
             // SAFETY: Here we shortly borrow the range cache and turn the reference into a
-            // `'cache` one to bypass the borrow checker. This is safe because we only return
+            // `'delta` one to bypass the borrow checker. This is safe because we only return
             // the reference once we don't need to do any further mutation.
             let cache_inner = unsafe { &*(self.range_cache.inner() as *const _) };
             let part_with_delta = DeltaBTreeMap::new(cache_inner, delta);
@@ -502,6 +499,53 @@ impl<'a, S: StateStore> OverPartition<'a, S> {
         }
     }
 
+    async fn ensure_delta_in_cache(
+        &mut self,
+        table: &StateTable<S>,
+        delta: &mut PartitionDelta,
+    ) -> StreamExecutorResult<()> {
+        if delta.is_empty() {
+            return Ok(());
+        }
+
+        let delta_first = delta.first_key_value().unwrap().0.as_normal_expect();
+        let delta_last = delta.last_key_value().unwrap().0.as_normal_expect();
+
+        if self.cache_policy.is_full() {
+            // ensure everything is in the cache
+            self.extend_cache_to_boundary(table).await?;
+        } else {
+            // TODO(rc): later we should extend cache using `self.super_rows_frame_bounds` and
+            // `range_frame_logical_curr` as hints.
+
+            // ensure the cache covers all delta (if possible)
+            self.extend_cache_by_range(table, delta_first..=delta_last)
+                .await?;
+        }
+
+        if !enable_strict_consistency() {
+            // in non-strict mode, we should ensure the delta is consistent with the cache
+            let cache = self.range_cache.inner();
+            delta.retain(|key, change| match &*change {
+                Change::Insert(_) => {
+                    // this also includes the case of double-insert and ghost-update,
+                    // but since we already lost the information, let's just ignore it
+                    true
+                }
+                Change::Delete => {
+                    // if the key is not in the cache, it's a ghost-delete
+                    let consistent = cache.contains_key(key);
+                    if !consistent {
+                        consistency_error!(?key, "removing a row with non-existing key");
+                    }
+                    consistent
+                }
+            });
+        }
+
+        Ok(())
+    }
+
     /// Try to find affected ranges on immutable range cache + delta. If the algorithm reaches
     /// any sentinel node in the cache, which means some entries in the affected range may be
     /// in the state table, it returns an `Err((bool, bool))` to notify the caller that the
@@ -510,11 +554,11 @@ impl<'a, S: StateStore> OverPartition<'a, S> {
     /// TODO(rc): Currently at most one range will be in the result vector. Ideally we should
     /// recognize uncontinuous changes in the delta and find multiple ranges, but that will be
     /// too complex for now.
-    fn find_affected_ranges_readonly<'cache>(
-        &'_ self,
-        part_with_delta: DeltaBTreeMap<'cache, CacheKey, OwnedRow>,
+    fn find_affected_ranges_readonly<'delta>(
+        &self,
+        part_with_delta: DeltaBTreeMap<'delta, CacheKey, OwnedRow>,
         range_frame_logical_curr: Option<&(Sentinelled<Datum>, Sentinelled<Datum>)>,
-    ) -> std::result::Result<Vec<AffectedRange<'cache>>, (bool, bool)> {
+    ) -> std::result::Result<Vec<AffectedRange<'delta>>, (bool, bool)> {
         if part_with_delta.first_key().is_none() {
             // nothing is left after applying the delta, meaning all entries are deleted
             return Ok(vec![]);
diff --git a/src/stream/src/executor/project_set.rs b/src/stream/src/executor/project_set.rs
index 12f9d431c7c22..8f5c0e533bfbd 100644
--- a/src/stream/src/executor/project_set.rs
+++ b/src/stream/src/executor/project_set.rs
@@ -26,6 +26,7 @@ use risingwave_pb::expr::project_set_select_item::PbSelectItem;
 use risingwave_pb::expr::PbProjectSetSelectItem;
 
 use crate::executor::prelude::*;
+use crate::task::ActorEvalErrorReport;
 
 const PROJ_ROW_ID_OFFSET: usize = 1;
 
@@ -48,6 +49,7 @@ struct Inner {
     watermark_derivations: MultiMap<usize, usize>,
     /// Indices of nondecreasing expressions in the expression list.
     nondecreasing_expr_indices: Vec<usize>,
+    error_report: ActorEvalErrorReport,
 }
 
 impl ProjectSetExecutor {
@@ -59,6 +61,7 @@ impl ProjectSetExecutor {
         chunk_size: usize,
         watermark_derivations: MultiMap<usize, usize>,
         nondecreasing_expr_indices: Vec<usize>,
+        error_report: ActorEvalErrorReport,
     ) -> Self {
         let inner = Inner {
             _ctx: ctx,
@@ -66,6 +69,7 @@ impl ProjectSetExecutor {
             chunk_size,
             watermark_derivations,
             nondecreasing_expr_indices,
+            error_report,
         };
 
         Self { input, inner }
@@ -155,11 +159,19 @@ impl Inner {
                             for (item, value) in results.iter_mut().zip_eq_fast(&mut row[1..]) {
                                 *value = match item {
                                     Either::Left(state) => {
-                                        if let Some((i, value)) = state.peek()
+                                        if let Some((i, result)) = state.peek()
                                             && i == row_idx
                                         {
-                                            valid = true;
-                                            value
+                                            match result {
+                                                Ok(value) => {
+                                                    valid = true;
+                                                    value
+                                                }
+                                                Err(err) => {
+                                                    self.error_report.report(err);
+                                                    None
+                                                }
+                                            }
                                         } else {
                                             None
                                         }
@@ -306,7 +318,6 @@ impl ProjectSetSelectItem {
     ) -> Result<Either<TableFunctionOutputIter<'a>, ArrayRef>, ExprError> {
         match self {
             Self::Scalar(expr) => Ok(Either::Right(expr.eval_infallible(input).await)),
-            // FIXME(runji): table function should also be evaluated non strictly
             Self::Set(tf) => Ok(Either::Left(
                 TableFunctionOutputIter::new(tf.eval(input).await).await?,
             )),
diff --git a/src/stream/src/executor/sink.rs b/src/stream/src/executor/sink.rs
index 661b1efbcc0b1..e9e9eda31fb7e 100644
--- a/src/stream/src/executor/sink.rs
+++ b/src/stream/src/executor/sink.rs
@@ -48,6 +48,9 @@ pub struct SinkExecutor<F: LogStoreFactory> {
     sink_writer_param: SinkWriterParam,
     chunk_size: usize,
     input_data_types: Vec<DataType>,
+    need_advance_delete: bool,
+    re_construct_with_sink_pk: bool,
+    compact_chunk: bool,
 }
 
 // Drop all the DELETE messages in this chunk and convert UPDATE INSERT into INSERT.
@@ -107,47 +110,12 @@ impl<F: LogStoreFactory> SinkExecutor<F> {
             assert_eq!(sink_input_schema.data_types(), info.schema.data_types());
         }
 
-        Ok(Self {
-            actor_context,
-            info,
-            input,
-            sink,
-            input_columns: columns,
-            sink_param,
-            log_store_factory,
-            sink_writer_param,
-            chunk_size,
-            input_data_types,
-        })
-    }
-
-    fn execute_inner(self) -> BoxedMessageStream {
-        let sink_id = self.sink_param.sink_id;
-        let actor_id = self.actor_context.id;
-        let fragment_id = self.actor_context.fragment_id;
-        let executor_id = self.sink_writer_param.executor_id;
-
-        let stream_key = self.info.pk_indices.clone();
-        let metrics = self.actor_context.streaming_metrics.new_sink_exec_metrics(
-            sink_id,
-            actor_id,
-            fragment_id,
-        );
-
+        let stream_key = info.pk_indices.clone();
         let stream_key_sink_pk_mismatch = {
             stream_key
                 .iter()
-                .any(|i| !self.sink_param.downstream_pk.contains(i))
+                .any(|i| !sink_param.downstream_pk.contains(i))
         };
-
-        let input = self.input.execute();
-
-        let input = input.inspect_ok(move |msg| {
-            if let Message::Chunk(c) = msg {
-                metrics.sink_input_row_count.inc_by(c.capacity() as u64);
-            }
-        });
-
         // When stream key is different from the user defined primary key columns for sinks. The operations could be out of order
         // stream key: a,b
         // sink pk: a
@@ -179,21 +147,71 @@ impl<F: LogStoreFactory> SinkExecutor<F> {
         // after compacting with the stream key, the two event with the same user defined sink pk must have different stream key.
         // So the delete event is not to delete the inserted record in our internal streaming SQL semantic.
         let need_advance_delete =
-            stream_key_sink_pk_mismatch && self.sink_param.sink_type != SinkType::AppendOnly;
+            stream_key_sink_pk_mismatch && sink_param.sink_type != SinkType::AppendOnly;
         // NOTE(st1page): reconstruct with sink pk need extra cost to buffer a barrier's data, so currently we bind it with mismatch case.
         let re_construct_with_sink_pk = need_advance_delete
-            && self.sink_param.sink_type == SinkType::Upsert
-            && !self.sink_param.downstream_pk.is_empty();
+            && sink_param.sink_type == SinkType::Upsert
+            && !sink_param.downstream_pk.is_empty();
+        // Don't compact chunk for blackhole sink for better benchmark performance.
+        let compact_chunk = !sink.is_blackhole();
+
+        tracing::info!(
+            sink_id = sink_param.sink_id.sink_id,
+            actor_id = actor_context.id,
+            need_advance_delete,
+            re_construct_with_sink_pk,
+            compact_chunk,
+            "Sink executor info"
+        );
+
+        Ok(Self {
+            actor_context,
+            info,
+            input,
+            sink,
+            input_columns: columns,
+            sink_param,
+            log_store_factory,
+            sink_writer_param,
+            chunk_size,
+            input_data_types,
+            need_advance_delete,
+            re_construct_with_sink_pk,
+            compact_chunk,
+        })
+    }
+
+    fn execute_inner(self) -> BoxedMessageStream {
+        let sink_id = self.sink_param.sink_id;
+        let actor_id = self.actor_context.id;
+        let fragment_id = self.actor_context.fragment_id;
+
+        let stream_key = self.info.pk_indices.clone();
+        let metrics = self.actor_context.streaming_metrics.new_sink_exec_metrics(
+            sink_id,
+            actor_id,
+            fragment_id,
+        );
+
+        let input = self.input.execute();
+
+        let input = input.inspect_ok(move |msg| {
+            if let Message::Chunk(c) = msg {
+                metrics.sink_input_row_count.inc_by(c.capacity() as u64);
+            }
+        });
+
         let processed_input = Self::process_msg(
             input,
             self.sink_param.sink_type,
             stream_key,
-            need_advance_delete,
-            re_construct_with_sink_pk,
+            self.need_advance_delete,
+            self.re_construct_with_sink_pk,
             self.chunk_size,
             self.input_data_types,
             self.sink_param.downstream_pk.clone(),
             metrics.sink_chunk_buffer_size,
+            self.compact_chunk,
         );
 
         if self.sink.is_sink_into_table() {
@@ -217,10 +235,9 @@ impl<F: LogStoreFactory> SinkExecutor<F> {
                             self.sink_writer_param,
                             self.actor_context,
                         )
-                        .instrument_await(format!(
-                            "Consume Log: sink_id: {} actor_id: {}, executor_id: {}",
-                            sink_id, actor_id, executor_id,
-                        ));
+                        .instrument_await(format!("consume_log (sink_id {sink_id})"))
+                        .map_ok(|never| match never {}); // unify return type to `Message`
+
                         // TODO: may try to remove the boxed
                         select(consume_log_stream.into_stream(), write_log_stream).boxed()
                     })
@@ -300,6 +317,7 @@ impl<F: LogStoreFactory> SinkExecutor<F> {
         input_data_types: Vec<DataType>,
         down_stream_pk: Vec<usize>,
         sink_chunk_buffer_size_metrics: LabelGuardedIntGauge<3>,
+        compact_chunk: bool,
     ) {
         // need to buffer chunks during one barrier
         if need_advance_delete || re_construct_with_sink_pk {
@@ -364,20 +382,31 @@ impl<F: LogStoreFactory> SinkExecutor<F> {
             for msg in input {
                 match msg? {
                     Message::Watermark(w) => yield Message::Watermark(w),
-                    Message::Chunk(chunk) => {
+                    Message::Chunk(mut chunk) => {
                         // Compact the chunk to eliminate any useless intermediate result (e.g. UPDATE
                         // V->V).
-                        let chunk = merge_chunk_row(chunk, &stream_key);
-                        let chunk = if sink_type == SinkType::ForceAppendOnly {
-                            // Force append-only by dropping UPDATE/DELETE messages. We do this when the
-                            // user forces the sink to be append-only while it is actually not based on
-                            // the frontend derivation result.
-                            force_append_only(chunk)
-                        } else {
-                            chunk
-                        };
-
-                        yield Message::Chunk(chunk);
+                        if compact_chunk {
+                            chunk = merge_chunk_row(chunk, &stream_key);
+                        }
+                        match sink_type {
+                            SinkType::AppendOnly => yield Message::Chunk(chunk),
+                            SinkType::ForceAppendOnly => {
+                                // Force append-only by dropping UPDATE/DELETE messages. We do this when the
+                                // user forces the sink to be append-only while it is actually not based on
+                                // the frontend derivation result.
+                                yield Message::Chunk(force_append_only(chunk))
+                            }
+                            SinkType::Upsert => {
+                                // Making sure the optimization in https://github.com/risingwavelabs/risingwave/pull/12250 is correct,
+                                // it is needed to do the compaction here.
+                                for chunk in
+                                    StreamChunkCompactor::new(stream_key.clone(), vec![chunk])
+                                        .into_compacted_chunks()
+                                {
+                                    yield Message::Chunk(chunk)
+                                }
+                            }
+                        }
                     }
                     Message::Barrier(barrier) => {
                         yield Message::Barrier(barrier);
@@ -394,7 +423,7 @@ impl<F: LogStoreFactory> SinkExecutor<F> {
         sink_param: SinkParam,
         mut sink_writer_param: SinkWriterParam,
         actor_context: ActorContextRef,
-    ) -> StreamExecutorResult<Message> {
+    ) -> StreamExecutorResult<!> {
         let metrics = sink_writer_param.sink_metrics.clone();
 
         let visible_columns = columns
@@ -476,7 +505,7 @@ mod test {
 
         use crate::executor::Barrier;
 
-        let properties = maplit::hashmap! {
+        let properties = maplit::btreemap! {
             "connector".into() => "blackhole".into(),
             "type".into() => "append-only".into(),
             "force_append_only".into() => "true".into()
@@ -602,7 +631,7 @@ mod test {
 
         use crate::executor::Barrier;
 
-        let properties = maplit::hashmap! {
+        let properties = maplit::btreemap! {
             "connector".into() => "blackhole".into(),
         };
 
@@ -725,7 +754,7 @@ mod test {
 
         use crate::executor::Barrier;
 
-        let properties = maplit::hashmap! {
+        let properties = maplit::btreemap! {
             "connector".into() => "blackhole".into(),
             "type".into() => "append-only".into(),
             "force_append_only".into() => "true".into()
diff --git a/src/stream/src/executor/source/fs_source_executor.rs b/src/stream/src/executor/source/fs_source_executor.rs
index 7dd999d11fb1a..32d5d533d904a 100644
--- a/src/stream/src/executor/source/fs_source_executor.rs
+++ b/src/stream/src/executor/source/fs_source_executor.rs
@@ -315,18 +315,16 @@ impl<S: StateStore> FsSourceExecutor<S> {
         let start_with_paused = barrier.is_pause_on_startup();
 
         let mut boot_state = Vec::default();
-        if let Some(mutation) = barrier.mutation.as_deref() {
-            match mutation {
-                Mutation::Add(AddMutation { splits, .. })
-                | Mutation::Update(UpdateMutation {
-                    actor_splits: splits,
-                    ..
-                }) => {
-                    if let Some(splits) = splits.get(&self.actor_ctx.id) {
-                        boot_state.clone_from(splits);
-                    }
-                }
-                _ => {}
+        if let Some(
+            Mutation::Add(AddMutation { splits, .. })
+            | Mutation::Update(UpdateMutation {
+                actor_splits: splits,
+                ..
+            }),
+        ) = barrier.mutation.as_deref()
+        {
+            if let Some(splits) = splits.get(&self.actor_ctx.id) {
+                boot_state.clone_from(splits);
             }
         }
 
diff --git a/src/stream/src/executor/source/source_executor.rs b/src/stream/src/executor/source/source_executor.rs
index 4236a968d92d8..8e5c3f9726c28 100644
--- a/src/stream/src/executor/source/source_executor.rs
+++ b/src/stream/src/executor/source/source_executor.rs
@@ -396,23 +396,21 @@ impl<S: StateStore> SourceExecutor<S> {
         };
 
         let mut boot_state = Vec::default();
-        if let Some(mutation) = barrier.mutation.as_deref() {
-            match mutation {
-                Mutation::Add(AddMutation { splits, .. })
-                | Mutation::Update(UpdateMutation {
-                    actor_splits: splits,
-                    ..
-                }) => {
-                    if let Some(splits) = splits.get(&self.actor_ctx.id) {
-                        tracing::debug!(
-                            "source exector: actor {:?} boot with splits: {:?}",
-                            self.actor_ctx.id,
-                            splits
-                        );
-                        boot_state.clone_from(splits);
-                    }
-                }
-                _ => {}
+        if let Some(
+            Mutation::Add(AddMutation { splits, .. })
+            | Mutation::Update(UpdateMutation {
+                actor_splits: splits,
+                ..
+            }),
+        ) = barrier.mutation.as_deref()
+        {
+            if let Some(splits) = splits.get(&self.actor_ctx.id) {
+                tracing::debug!(
+                    "source exector: actor {:?} boot with splits: {:?}",
+                    self.actor_ctx.id,
+                    splits
+                );
+                boot_state.clone_from(splits);
             }
         }
 
@@ -827,7 +825,7 @@ impl<S: StateStore> WaitCheckpointWorker<S> {
 mod tests {
     use std::collections::HashSet;
 
-    use maplit::{convert_args, hashmap};
+    use maplit::{btreemap, convert_args, hashmap};
     use risingwave_common::catalog::{ColumnId, Field, TableId};
     use risingwave_common::system_param::local_manager::LocalSystemParamsManager;
     use risingwave_common::test_prelude::StreamChunkTestExt;
@@ -860,7 +858,7 @@ mod tests {
         let column_ids = vec![0].into_iter().map(ColumnId::from).collect();
 
         // This datagen will generate 3 rows at one time.
-        let properties: HashMap<String, String> = convert_args!(hashmap!(
+        let properties = convert_args!(btreemap!(
             "connector" => "datagen",
             "datagen.rows.per.second" => "3",
             "fields.sequence_int.kind" => "sequence",
@@ -944,7 +942,7 @@ mod tests {
             row_format: PbRowFormatType::Native as i32,
             ..Default::default()
         };
-        let properties = convert_args!(hashmap!(
+        let properties = convert_args!(btreemap!(
             "connector" => "datagen",
             "fields.v1.kind" => "sequence",
             "fields.v1.start" => "11",
diff --git a/src/stream/src/executor/temporal_join.rs b/src/stream/src/executor/temporal_join.rs
index 077ea17ca74d9..ce0c4d29621d6 100644
--- a/src/stream/src/executor/temporal_join.rs
+++ b/src/stream/src/executor/temporal_join.rs
@@ -571,8 +571,8 @@ mod phase1 {
     }
 }
 
-impl<K: HashKey, S: StateStore, const T: JoinTypePrimitive, const A: bool>
-    TemporalJoinExecutor<K, S, T, A>
+impl<K: HashKey, S: StateStore, const T: JoinTypePrimitive, const APPEND_ONLY: bool>
+    TemporalJoinExecutor<K, S, T, APPEND_ONLY>
 {
     #[allow(clippy::too_many_arguments)]
     pub fn new(
@@ -698,7 +698,7 @@ impl<K: HashKey, S: StateStore, const T: JoinTypePrimitive, const A: bool>
                     let full_schema = full_schema.clone();
 
                     if T == JoinType::Inner {
-                        let st1 = phase1::handle_chunk::<K, S, phase1::Inner, A>(
+                        let st1 = phase1::handle_chunk::<K, S, phase1::Inner, APPEND_ONLY>(
                             self.chunk_size,
                             right_size,
                             full_schema,
@@ -731,19 +731,20 @@ impl<K: HashKey, S: StateStore, const T: JoinTypePrimitive, const A: bool>
                         }
                     } else if let Some(ref cond) = self.condition {
                         // Joined result without evaluating non-lookup conditions.
-                        let st1 = phase1::handle_chunk::<K, S, phase1::LeftOuterWithCond, A>(
-                            self.chunk_size,
-                            right_size,
-                            full_schema,
-                            epoch,
-                            &self.left_join_keys,
-                            &mut self.right_table,
-                            &memo_table_lookup_prefix,
-                            &mut self.memo_table,
-                            &null_matched,
-                            chunk,
-                            &self.metrics,
-                        );
+                        let st1 =
+                            phase1::handle_chunk::<K, S, phase1::LeftOuterWithCond, APPEND_ONLY>(
+                                self.chunk_size,
+                                right_size,
+                                full_schema,
+                                epoch,
+                                &self.left_join_keys,
+                                &mut self.right_table,
+                                &memo_table_lookup_prefix,
+                                &mut self.memo_table,
+                                &null_matched,
+                                chunk,
+                                &self.metrics,
+                            );
                         let mut matched_count = 0usize;
                         #[for_await]
                         for chunk in st1 {
@@ -783,7 +784,7 @@ impl<K: HashKey, S: StateStore, const T: JoinTypePrimitive, const A: bool>
                         // The last row should always be marker row,
                         assert_eq!(matched_count, 0);
                     } else {
-                        let st1 = phase1::handle_chunk::<K, S, phase1::LeftOuter, A>(
+                        let st1 = phase1::handle_chunk::<K, S, phase1::LeftOuter, APPEND_ONLY>(
                             self.chunk_size,
                             right_size,
                             full_schema,
@@ -805,7 +806,7 @@ impl<K: HashKey, S: StateStore, const T: JoinTypePrimitive, const A: bool>
                     }
                 }
                 InternalMessage::Barrier(updates, barrier) => {
-                    if !A {
+                    if !APPEND_ONLY {
                         if wait_first_barrier {
                             wait_first_barrier = false;
                             self.memo_table.as_mut().unwrap().init_epoch(barrier.epoch);
@@ -837,8 +838,8 @@ impl<K: HashKey, S: StateStore, const T: JoinTypePrimitive, const A: bool>
     }
 }
 
-impl<K: HashKey, S: StateStore, const T: JoinTypePrimitive, const A: bool> Execute
-    for TemporalJoinExecutor<K, S, T, A>
+impl<K: HashKey, S: StateStore, const T: JoinTypePrimitive, const APPEND_ONLY: bool> Execute
+    for TemporalJoinExecutor<K, S, T, APPEND_ONLY>
 {
     fn execute(self: Box<Self>) -> super::BoxedMessageStream {
         self.into_stream().boxed()
diff --git a/src/stream/src/from_proto/change_log.rs b/src/stream/src/from_proto/change_log.rs
deleted file mode 100644
index 231d894ccdd2f..0000000000000
--- a/src/stream/src/from_proto/change_log.rs
+++ /dev/null
@@ -1,38 +0,0 @@
-// Copyright 2024 RisingWave Labs
-//
-// Licensed under the Apache License, Version 2.0 (the "License");
-// you may not use this file except in compliance with the License.
-// You may obtain a copy of the License at
-//
-//     http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing, software
-// distributed under the License is distributed on an "AS IS" BASIS,
-// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-// See the License for the specific language governing permissions and
-// limitations under the License.
-
-use risingwave_pb::stream_plan::ChangeLogNode;
-use risingwave_storage::StateStore;
-
-use super::ExecutorBuilder;
-use crate::error::StreamResult;
-use crate::executor::{ChangeLogExecutor, Executor};
-use crate::task::ExecutorParams;
-
-pub struct ChangeLogExecutorBuilder;
-
-impl ExecutorBuilder for ChangeLogExecutorBuilder {
-    type Node = ChangeLogNode;
-
-    async fn new_boxed_executor(
-        params: ExecutorParams,
-        node: &Self::Node,
-        _store: impl StateStore,
-    ) -> StreamResult<Executor> {
-        let [input]: [_; 1] = params.input.try_into().unwrap();
-
-        let exec = ChangeLogExecutor::new(params.actor_context, input, node.need_op);
-        Ok((params.info, exec).into())
-    }
-}
diff --git a/src/stream/src/from_proto/mod.rs b/src/stream/src/from_proto/mod.rs
index 67b9b6972dc70..caf1d72f4ef05 100644
--- a/src/stream/src/from_proto/mod.rs
+++ b/src/stream/src/from_proto/mod.rs
@@ -19,7 +19,7 @@ mod append_only_dedup;
 mod barrier_recv;
 mod batch_query;
 mod cdc_filter;
-mod change_log;
+mod changelog;
 mod dml;
 mod dynamic_filter;
 mod eowc_over_window;
@@ -96,7 +96,7 @@ use self::union::*;
 use self::watermark_filter::WatermarkFilterBuilder;
 use crate::error::StreamResult;
 use crate::executor::{Execute, Executor, ExecutorInfo};
-use crate::from_proto::change_log::ChangeLogExecutorBuilder;
+use crate::from_proto::changelog::ChangeLogExecutorBuilder;
 use crate::from_proto::values::ValuesExecutorBuilder;
 use crate::task::ExecutorParams;
 
@@ -174,6 +174,6 @@ pub async fn create_executor(
         NodeBody::OverWindow => OverWindowExecutorBuilder,
         NodeBody::StreamFsFetch => FsFetchExecutorBuilder,
         NodeBody::SourceBackfill => SourceBackfillExecutorBuilder,
-        NodeBody::ChangeLog => ChangeLogExecutorBuilder,
+        NodeBody::Changelog => ChangeLogExecutorBuilder,
     }
 }
diff --git a/src/stream/src/from_proto/now.rs b/src/stream/src/from_proto/now.rs
index a917cd136f3b4..9eac7caa13557 100644
--- a/src/stream/src/from_proto/now.rs
+++ b/src/stream/src/from_proto/now.rs
@@ -12,14 +12,18 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use risingwave_pb::stream_plan::NowNode;
+use anyhow::Context;
+use risingwave_common::types::{DataType, Datum};
+use risingwave_common::util::value_encoding::DatumFromProtoExt;
+use risingwave_pb::stream_plan::now_node::PbMode as PbNowMode;
+use risingwave_pb::stream_plan::{NowNode, PbNowModeGenerateSeries};
 use risingwave_storage::StateStore;
 use tokio::sync::mpsc::unbounded_channel;
 
 use super::ExecutorBuilder;
 use crate::common::table::state_table::StateTable;
 use crate::error::StreamResult;
-use crate::executor::{Executor, NowExecutor};
+use crate::executor::{Executor, NowExecutor, NowMode};
 use crate::task::ExecutorParams;
 
 pub struct NowExecutorBuilder;
@@ -37,11 +41,43 @@ impl ExecutorBuilder for NowExecutorBuilder {
             .create_actor_context
             .register_sender(params.actor_context.id, sender);
 
+        let mode = if let Ok(pb_mode) = node.get_mode() {
+            match pb_mode {
+                PbNowMode::UpdateCurrent(_) => NowMode::UpdateCurrent,
+                PbNowMode::GenerateSeries(PbNowModeGenerateSeries {
+                    start_timestamp,
+                    interval,
+                }) => {
+                    let start_timestamp = Datum::from_protobuf(
+                        start_timestamp.as_ref().unwrap(),
+                        &DataType::Timestamptz,
+                    )
+                    .context("`start_timestamp` field is not decodable")?
+                    .context("`start_timestamp` field should not be NULL")?
+                    .into_timestamptz();
+                    let interval =
+                        Datum::from_protobuf(interval.as_ref().unwrap(), &DataType::Interval)
+                            .context("`interval` field is not decodable")?
+                            .context("`interval` field should not be NULL")?
+                            .into_interval();
+                    NowMode::GenerateSeries {
+                        start_timestamp,
+                        interval,
+                    }
+                }
+            }
+        } else {
+            // default to `UpdateCurrent` for backward-compatibility
+            NowMode::UpdateCurrent
+        };
+
         let state_table =
             StateTable::from_table_catalog(node.get_state_table()?, store, None).await;
 
         let exec = NowExecutor::new(
             params.info.schema.data_types(),
+            mode,
+            params.eval_error_report,
             barrier_receiver,
             state_table,
         );
diff --git a/src/stream/src/from_proto/project_set.rs b/src/stream/src/from_proto/project_set.rs
index 155cc20a203a2..ad6158c91dff0 100644
--- a/src/stream/src/from_proto/project_set.rs
+++ b/src/stream/src/from_proto/project_set.rs
@@ -65,6 +65,7 @@ impl ExecutorBuilder for ProjectSetExecutorBuilder {
             chunk_size,
             watermark_derivations,
             nondecreasing_expr_indices,
+            params.eval_error_report,
         );
         Ok((params.info, exec).into())
     }
diff --git a/src/stream/src/from_proto/source/trad_source.rs b/src/stream/src/from_proto/source/trad_source.rs
index 8c00fb0a50830..667f2c5d49bc9 100644
--- a/src/stream/src/from_proto/source/trad_source.rs
+++ b/src/stream/src/from_proto/source/trad_source.rs
@@ -12,7 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::HashMap;
+use std::collections::BTreeMap;
 
 use risingwave_common::catalog::{
     default_key_column_name_version_mapping, TableId, KAFKA_TIMESTAMP_COLUMN_NAME,
@@ -46,7 +46,7 @@ pub fn create_source_desc_builder(
     params: &ExecutorParams,
     source_info: PbStreamSourceInfo,
     row_id_index: Option<u32>,
-    with_properties: HashMap<String, String>,
+    with_properties: BTreeMap<String, String>,
 ) -> SourceDescBuilder {
     {
         // compatible code: introduced in https://github.com/risingwavelabs/risingwave/pull/13707
diff --git a/src/stream/src/lib.rs b/src/stream/src/lib.rs
index 51a735af0f5a7..a199e4c8acb9f 100644
--- a/src/stream/src/lib.rs
+++ b/src/stream/src/lib.rs
@@ -40,6 +40,7 @@
 #![feature(btree_cursors)]
 #![feature(assert_matches)]
 #![feature(try_blocks)]
+#![feature(result_flattening)] // required by `capture_context`
 
 use std::sync::Arc;
 
diff --git a/src/stream/src/task/barrier_manager.rs b/src/stream/src/task/barrier_manager.rs
index c5d564d9c6ab8..1098f505004c4 100644
--- a/src/stream/src/task/barrier_manager.rs
+++ b/src/stream/src/task/barrier_manager.rs
@@ -13,6 +13,7 @@
 // limitations under the License.
 
 use std::collections::{BTreeSet, HashMap, HashSet};
+use std::fmt::Display;
 use std::future::pending;
 use std::sync::Arc;
 use std::time::Duration;
@@ -46,6 +47,7 @@ mod progress;
 mod tests;
 
 pub use progress::CreateMviewProgress;
+use risingwave_common::catalog::TableId;
 use risingwave_common::util::runtime::BackgroundShutdownRuntime;
 use risingwave_hummock_sdk::table_stats::to_prost_table_stats_map;
 use risingwave_hummock_sdk::{LocalSstableInfo, SyncResult};
@@ -305,8 +307,6 @@ pub(crate) struct StreamActorManager {
     pub(super) runtime: BackgroundShutdownRuntime,
 }
 
-#[derive(Debug)]
-#[expect(dead_code)]
 pub(super) struct LocalBarrierWorkerDebugInfo<'a> {
     actor_to_send: BTreeSet<ActorId>,
     running_actors: BTreeSet<ActorId>,
@@ -315,6 +315,36 @@ pub(super) struct LocalBarrierWorkerDebugInfo<'a> {
     has_control_stream_connected: bool,
 }
 
+impl Display for LocalBarrierWorkerDebugInfo<'_> {
+    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
+        write!(f, "running_actors: ")?;
+        for actor_id in &self.running_actors {
+            write!(f, "{}, ", actor_id)?;
+        }
+
+        write!(f, "\nactor_to_send: ")?;
+        for actor_id in &self.actor_to_send {
+            write!(f, "{}, ", actor_id)?;
+        }
+
+        write!(f, "\ncreating_actors: ")?;
+        for actors in &self.creating_actors {
+            for actor_id in actors {
+                write!(f, "{}, ", actor_id)?;
+            }
+        }
+
+        writeln!(
+            f,
+            "\nhas_control_stream_connected: {}",
+            self.has_control_stream_connected
+        )?;
+
+        writeln!(f, "managed_barrier_state:\n{}", self.managed_barrier_state)?;
+        Ok(())
+    }
+}
+
 /// [`LocalBarrierWorker`] manages barrier control flow, used by local stream manager.
 /// Specifically, [`LocalBarrierWorker`] serve barrier injection from meta server, send the
 /// barriers to and collect them from all actors, and finally report the progress.
@@ -460,6 +490,10 @@ impl LocalBarrierWorker {
                     &barrier,
                     req.actor_ids_to_send.into_iter().collect(),
                     req.actor_ids_to_collect.into_iter().collect(),
+                    req.table_ids_to_sync
+                        .into_iter()
+                        .map(TableId::new)
+                        .collect(),
                 )?;
                 Ok(())
             }
@@ -538,7 +572,8 @@ impl LocalBarrierWorker {
                 let _ = result_sender.send(());
             }
             LocalActorOperation::InspectState { result_sender } => {
-                let _ = result_sender.send(format!("{:#?}", self.to_debug_info()));
+                let debug_info = self.to_debug_info();
+                let _ = result_sender.send(debug_info.to_string());
             }
         }
     }
@@ -636,6 +671,7 @@ impl LocalBarrierWorker {
         barrier: &Barrier,
         to_send: HashSet<ActorId>,
         to_collect: HashSet<ActorId>,
+        table_ids: HashSet<TableId>,
     ) -> StreamResult<()> {
         #[cfg(not(test))]
         {
@@ -683,7 +719,8 @@ impl LocalBarrierWorker {
             }
         }
 
-        self.state.transform_to_issued(barrier, to_collect);
+        self.state
+            .transform_to_issued(barrier, to_collect, table_ids);
 
         for actor_id in to_send {
             match self.barrier_senders.get(&actor_id) {
diff --git a/src/stream/src/task/barrier_manager/managed_state.rs b/src/stream/src/task/barrier_manager/managed_state.rs
index 62bfe279f34af..6c70525aa4b3a 100644
--- a/src/stream/src/task/barrier_manager/managed_state.rs
+++ b/src/stream/src/task/barrier_manager/managed_state.rs
@@ -15,16 +15,18 @@
 use std::assert_matches::assert_matches;
 use std::collections::btree_map::Entry;
 use std::collections::{BTreeMap, BTreeSet, HashMap, HashSet};
-use std::fmt::{Debug, Formatter};
+use std::fmt::{Debug, Display, Formatter};
 use std::future::Future;
 use std::mem::replace;
 use std::sync::Arc;
 
 use anyhow::anyhow;
 use await_tree::InstrumentAwait;
+use futures::future::BoxFuture;
 use futures::stream::FuturesOrdered;
-use futures::{FutureExt, StreamExt};
+use futures::{FutureExt, StreamExt, TryFutureExt};
 use prometheus::HistogramTimer;
+use risingwave_common::catalog::TableId;
 use risingwave_common::must_match;
 use risingwave_hummock_sdk::SyncResult;
 use risingwave_pb::stream_plan::barrier::BarrierKind;
@@ -47,6 +49,10 @@ struct IssuedState {
     pub remaining_actors: BTreeSet<ActorId>,
 
     pub barrier_inflight_latency: HistogramTimer,
+
+    pub table_ids: HashSet<TableId>,
+
+    pub kind: BarrierKind,
 }
 
 impl Debug for IssuedState {
@@ -54,6 +60,8 @@ impl Debug for IssuedState {
         f.debug_struct("IssuedState")
             .field("mutation", &self.mutation)
             .field("remaining_actors", &self.remaining_actors)
+            .field("table_ids", &self.table_ids)
+            .field("kind", &self.kind)
             .finish()
     }
 }
@@ -83,68 +91,108 @@ enum ManagedBarrierStateInner {
 pub(super) struct BarrierState {
     curr_epoch: u64,
     inner: ManagedBarrierStateInner,
-    kind: BarrierKind,
 }
 
 type AwaitEpochCompletedFuture =
     impl Future<Output = (u64, StreamResult<BarrierCompleteResult>)> + 'static;
 
-fn sync_epoch(
-    state_store: &StateStoreImpl,
+fn sync_epoch<S: StateStore>(
+    state_store: &S,
     streaming_metrics: &StreamingMetrics,
     prev_epoch: u64,
-    kind: BarrierKind,
-) -> impl Future<Output = StreamResult<Option<SyncResult>>> + 'static {
-    let barrier_sync_latency = streaming_metrics.barrier_sync_latency.clone();
-    let state_store = state_store.clone();
-
-    async move {
-        let sync_result = match kind {
-            BarrierKind::Unspecified => unreachable!(),
-            BarrierKind::Initial => {
-                if let Some(hummock) = state_store.as_hummock() {
-                    let mce = hummock.get_pinned_version().max_committed_epoch();
-                    assert_eq!(
-                        mce, prev_epoch,
-                        "first epoch should match with the current version",
-                    );
-                }
-                tracing::info!(?prev_epoch, "ignored syncing data for the first barrier");
-                None
-            }
-            BarrierKind::Barrier => None,
-            BarrierKind::Checkpoint => {
-                let timer = barrier_sync_latency.start_timer();
-                let sync_result = dispatch_state_store!(state_store, store, {
-                    store
-                        .sync(prev_epoch)
-                        .instrument_await(format!("sync_epoch (epoch {})", prev_epoch))
-                        .await
-                        .inspect_err(|e| {
-                            tracing::error!(
-                                prev_epoch,
-                                error = %e.as_report(),
-                                "Failed to sync state store",
-                            );
-                        })
-                })?;
-                timer.observe_duration();
-                Some(sync_result)
-            }
-        };
-        Ok(sync_result)
-    }
+    table_ids: HashSet<TableId>,
+) -> BoxFuture<'static, StreamResult<SyncResult>> {
+    let timer = streaming_metrics.barrier_sync_latency.start_timer();
+    let future = state_store.sync(prev_epoch, table_ids);
+    future
+        .instrument_await(format!("sync_epoch (epoch {})", prev_epoch))
+        .inspect_ok(move |_| {
+            timer.observe_duration();
+        })
+        .map_err(move |e| {
+            tracing::error!(
+                prev_epoch,
+                error = %e.as_report(),
+                "Failed to sync state store",
+            );
+            e.into()
+        })
+        .boxed()
 }
 
 #[derive(Debug)]
 pub(super) struct ManagedBarrierStateDebugInfo<'a> {
-    #[expect(dead_code)]
     epoch_barrier_state_map: &'a BTreeMap<u64, BarrierState>,
 
-    #[expect(dead_code)]
     create_mview_progress: &'a HashMap<u64, HashMap<ActorId, BackfillState>>,
 }
 
+impl Display for ManagedBarrierStateDebugInfo<'_> {
+    fn fmt(&self, f: &mut Formatter<'_>) -> std::fmt::Result {
+        let mut prev_epoch = 0u64;
+        for (epoch, barrier_state) in self.epoch_barrier_state_map {
+            write!(f, "> Epoch {}: ", epoch)?;
+            match &barrier_state.inner {
+                ManagedBarrierStateInner::Stashed { .. } => {
+                    write!(f, "Stashed")?;
+                }
+                ManagedBarrierStateInner::Issued(state) => {
+                    write!(f, "Issued [{:?}]. Remaining actors: [", state.kind)?;
+                    let mut is_prev_epoch_issued = false;
+                    if prev_epoch != 0 {
+                        let bs = &self.epoch_barrier_state_map[&prev_epoch];
+                        if let ManagedBarrierStateInner::Issued(IssuedState {
+                            remaining_actors: remaining_actors_prev,
+                            ..
+                        }) = &bs.inner
+                        {
+                            // Only show the actors that are not in the previous epoch.
+                            is_prev_epoch_issued = true;
+                            let mut duplicates = 0usize;
+                            for actor_id in &state.remaining_actors {
+                                if !remaining_actors_prev.contains(actor_id) {
+                                    write!(f, "{}, ", actor_id)?;
+                                } else {
+                                    duplicates += 1;
+                                }
+                            }
+                            if duplicates > 0 {
+                                write!(f, "...and {} actors in prev epoch", duplicates)?;
+                            }
+                        }
+                    }
+                    if !is_prev_epoch_issued {
+                        for actor_id in &state.remaining_actors {
+                            write!(f, "{}, ", actor_id)?;
+                        }
+                    }
+                    write!(f, "]")?;
+                }
+                ManagedBarrierStateInner::AllCollected => {
+                    write!(f, "AllCollected")?;
+                }
+                ManagedBarrierStateInner::Completed(_) => {
+                    write!(f, "Completed")?;
+                }
+            }
+            prev_epoch = *epoch;
+            writeln!(f)?;
+        }
+
+        if !self.create_mview_progress.is_empty() {
+            writeln!(f, "Create MView Progress:")?;
+            for (epoch, progress) in self.create_mview_progress {
+                write!(f, "> Epoch {}:", epoch)?;
+                for (actor_id, state) in progress {
+                    write!(f, ">> Actor {}: {}, ", actor_id, state)?;
+                }
+            }
+        }
+
+        Ok(())
+    }
+}
+
 pub(super) struct ManagedBarrierState {
     /// Record barrier state for each epoch of concurrent checkpoints.
     ///
@@ -210,7 +258,6 @@ impl ManagedBarrierState {
                     inner: ManagedBarrierStateInner::Stashed {
                         mutation_senders: vec![sender],
                     },
-                    kind: barrier.kind,
                 });
             }
             Entry::Occupied(mut o) => {
@@ -263,11 +310,14 @@ impl ManagedBarrierState {
                 ManagedBarrierStateInner::AllCollected,
             );
 
-            must_match!(prev_state, ManagedBarrierStateInner::Issued(IssuedState {
+            let (kind, table_ids) = must_match!(prev_state, ManagedBarrierStateInner::Issued(IssuedState {
                 barrier_inflight_latency: timer,
+                kind,
+                table_ids,
                 ..
             }) => {
                 timer.observe_duration();
+                (kind, table_ids)
             });
 
             let create_mview_progress = self
@@ -289,33 +339,60 @@ impl ManagedBarrierState {
                 })
                 .collect();
 
-            let kind = barrier_state.kind;
-            match kind {
+            let complete_barrier_future = match kind {
                 BarrierKind::Unspecified => unreachable!(),
-                BarrierKind::Initial => tracing::info!(
-                    epoch = prev_epoch,
-                    "ignore sealing data for the first barrier"
-                ),
-                BarrierKind::Barrier | BarrierKind::Checkpoint => {
+                BarrierKind::Initial => {
+                    tracing::info!(
+                        epoch = prev_epoch,
+                        "ignore sealing data for the first barrier"
+                    );
+                    if let Some(hummock) = self.state_store.as_hummock() {
+                        let mce = hummock.get_pinned_version().max_committed_epoch();
+                        assert_eq!(
+                            mce, prev_epoch,
+                            "first epoch should match with the current version",
+                        );
+                    }
+                    tracing::info!(?prev_epoch, "ignored syncing data for the first barrier");
+                    None
+                }
+                BarrierKind::Barrier => {
                     dispatch_state_store!(&self.state_store, state_store, {
                         state_store.seal_epoch(prev_epoch, kind.is_checkpoint());
                     });
+                    None
                 }
-            }
+                BarrierKind::Checkpoint => {
+                    dispatch_state_store!(&self.state_store, state_store, {
+                        state_store.seal_epoch(prev_epoch, kind.is_checkpoint());
+                        Some(sync_epoch(
+                            state_store,
+                            &self.streaming_metrics,
+                            prev_epoch,
+                            table_ids,
+                        ))
+                    })
+                }
+            };
 
             self.await_epoch_completed_futures.push_back({
-                let future =
-                    sync_epoch(&self.state_store, &self.streaming_metrics, prev_epoch, kind).map(
-                        move |result| {
-                            (
-                                prev_epoch,
-                                result.map(move |sync_result| BarrierCompleteResult {
-                                    sync_result,
-                                    create_mview_progress,
-                                }),
-                            )
-                        },
-                    );
+                let future = async move {
+                    if let Some(future) = complete_barrier_future {
+                        let result = future.await;
+                        result.map(Some)
+                    } else {
+                        Ok(None)
+                    }
+                }
+                .map(move |result| {
+                    (
+                        prev_epoch,
+                        result.map(|sync_result| BarrierCompleteResult {
+                            sync_result,
+                            create_mview_progress,
+                        }),
+                    )
+                });
                 if let Some(reg) = &self.barrier_await_tree_reg {
                     reg.register(
                         await_tree_key::BarrierAwait { prev_epoch },
@@ -414,6 +491,7 @@ impl ManagedBarrierState {
         &mut self,
         barrier: &Barrier,
         actor_ids_to_collect: HashSet<ActorId>,
+        table_ids: HashSet<TableId>,
     ) {
         let timer = self
             .streaming_metrics
@@ -447,8 +525,9 @@ impl ManagedBarrierState {
                     remaining_actors: BTreeSet::from_iter(actor_ids_to_collect),
                     mutation: barrier.mutation.clone(),
                     barrier_inflight_latency: timer,
+                    kind: barrier.kind,
+                    table_ids,
                 }),
-                kind: barrier.kind,
             },
         );
         self.may_have_collected_all(barrier.epoch.prev);
@@ -532,9 +611,9 @@ mod tests {
         let actor_ids_to_collect1 = HashSet::from([1, 2]);
         let actor_ids_to_collect2 = HashSet::from([1, 2]);
         let actor_ids_to_collect3 = HashSet::from([1, 2, 3]);
-        managed_barrier_state.transform_to_issued(&barrier1, actor_ids_to_collect1);
-        managed_barrier_state.transform_to_issued(&barrier2, actor_ids_to_collect2);
-        managed_barrier_state.transform_to_issued(&barrier3, actor_ids_to_collect3);
+        managed_barrier_state.transform_to_issued(&barrier1, actor_ids_to_collect1, HashSet::new());
+        managed_barrier_state.transform_to_issued(&barrier2, actor_ids_to_collect2, HashSet::new());
+        managed_barrier_state.transform_to_issued(&barrier3, actor_ids_to_collect3, HashSet::new());
         managed_barrier_state.collect(1, &barrier1);
         managed_barrier_state.collect(2, &barrier1);
         assert_eq!(
@@ -582,9 +661,9 @@ mod tests {
         let actor_ids_to_collect1 = HashSet::from([1, 2, 3, 4]);
         let actor_ids_to_collect2 = HashSet::from([1, 2, 3]);
         let actor_ids_to_collect3 = HashSet::from([1, 2]);
-        managed_barrier_state.transform_to_issued(&barrier1, actor_ids_to_collect1);
-        managed_barrier_state.transform_to_issued(&barrier2, actor_ids_to_collect2);
-        managed_barrier_state.transform_to_issued(&barrier3, actor_ids_to_collect3);
+        managed_barrier_state.transform_to_issued(&barrier1, actor_ids_to_collect1, HashSet::new());
+        managed_barrier_state.transform_to_issued(&barrier2, actor_ids_to_collect2, HashSet::new());
+        managed_barrier_state.transform_to_issued(&barrier3, actor_ids_to_collect3, HashSet::new());
 
         managed_barrier_state.collect(1, &barrier1);
         managed_barrier_state.collect(1, &barrier2);
diff --git a/src/stream/src/task/barrier_manager/progress.rs b/src/stream/src/task/barrier_manager/progress.rs
index 476534967072b..69c603a4b1ab4 100644
--- a/src/stream/src/task/barrier_manager/progress.rs
+++ b/src/stream/src/task/barrier_manager/progress.rs
@@ -12,6 +12,8 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
+use std::fmt::{Display, Formatter};
+
 use super::LocalBarrierManager;
 use crate::task::barrier_manager::LocalBarrierEvent::ReportCreateProgress;
 use crate::task::barrier_manager::LocalBarrierWorker;
@@ -26,6 +28,17 @@ pub(crate) enum BackfillState {
     Done(ConsumedRows),
 }
 
+impl Display for BackfillState {
+    fn fmt(&self, f: &mut Formatter<'_>) -> std::fmt::Result {
+        match self {
+            BackfillState::ConsumingUpstream(epoch, rows) => {
+                write!(f, "ConsumingUpstream(epoch: {}, rows: {})", epoch, rows)
+            }
+            BackfillState::Done(rows) => write!(f, "Done(rows: {})", rows),
+        }
+    }
+}
+
 impl LocalBarrierWorker {
     pub(crate) fn update_create_mview_progress(
         &mut self,
diff --git a/src/stream/src/task/barrier_manager/tests.rs b/src/stream/src/task/barrier_manager/tests.rs
index 5fbedcdfd0dcc..82a08e1d66117 100644
--- a/src/stream/src/task/barrier_manager/tests.rs
+++ b/src/stream/src/task/barrier_manager/tests.rs
@@ -87,6 +87,7 @@ async fn test_managed_barrier_collection() -> StreamResult<()> {
                     barrier: Some(barrier.to_protobuf()),
                     actor_ids_to_send: actor_ids.clone(),
                     actor_ids_to_collect: actor_ids,
+                    table_ids_to_sync: vec![],
                 },
             )),
         }))
@@ -193,6 +194,7 @@ async fn test_managed_barrier_collection_separately() -> StreamResult<()> {
                     barrier: Some(barrier.to_protobuf()),
                     actor_ids_to_send,
                     actor_ids_to_collect,
+                    table_ids_to_sync: vec![],
                 },
             )),
         }))
diff --git a/src/stream/src/task/mod.rs b/src/stream/src/task/mod.rs
index 7a6fd40f9231a..77f21b52406f5 100644
--- a/src/stream/src/task/mod.rs
+++ b/src/stream/src/task/mod.rs
@@ -57,9 +57,9 @@ pub struct SharedContext {
     /// There are three cases when we need local channels to pass around messages:
     /// 1. pass `Message` between two local actors
     /// 2. The RPC client at the downstream actor forwards received `Message` to one channel in
-    /// `ReceiverExecutor` or `MergerExecutor`.
+    ///    `ReceiverExecutor` or `MergerExecutor`.
     /// 3. The RPC `Output` at the upstream actor forwards received `Message` to
-    /// `ExchangeServiceImpl`.
+    ///    `ExchangeServiceImpl`.
     ///
     /// The channel serves as a buffer because `ExchangeServiceImpl`
     /// is on the server-side and we will also introduce backpressure.
diff --git a/src/stream/tests/integration_tests/project_set.rs b/src/stream/tests/integration_tests/project_set.rs
index 3f54056b9487c..543f710b61b75 100644
--- a/src/stream/tests/integration_tests/project_set.rs
+++ b/src/stream/tests/integration_tests/project_set.rs
@@ -15,6 +15,7 @@
 use multimap::MultiMap;
 use risingwave_expr::table_function::repeat;
 use risingwave_stream::executor::ProjectSetExecutor;
+use risingwave_stream::task::ActorEvalErrorReport;
 
 use crate::prelude::*;
 
@@ -47,6 +48,10 @@ fn create_executor() -> (MessageSender, BoxedMessageStream) {
         CHUNK_SIZE,
         MultiMap::from_iter(std::iter::once((0, 1))),
         vec![],
+        ActorEvalErrorReport {
+            actor_context: ActorContext::for_test(123),
+            identity: "ProjectSetExecutor".into(),
+        },
     );
     (tx, project_set.boxed().execute())
 }
diff --git a/src/tests/compaction_test/src/compaction_test_runner.rs b/src/tests/compaction_test/src/compaction_test_runner.rs
index 0ca1c76696f39..f294d8fb6fe5a 100644
--- a/src/tests/compaction_test/src/compaction_test_runner.rs
+++ b/src/tests/compaction_test/src/compaction_test_runner.rs
@@ -69,9 +69,9 @@ impl CompactionTestMetrics {
 /// 1. Start the cluster with ci-compaction-test config: `./risedev d ci-compaction-test`
 /// 2. Ingest enough L0 SSTs, for example we can use the tpch-bench tool
 /// 3. Disable hummock manager commit new epochs: `./risedev ctl hummock disable-commit-epoch`, and
-/// it will print the current max committed epoch in Meta.
+///    it will print the current max committed epoch in Meta.
 /// 4. Use the test tool to replay hummock version deltas and trigger compactions:
-/// `./risedev compaction-test --state-store hummock+s3://your-bucket -t <table_id>`
+///    `./risedev compaction-test --state-store hummock+s3://your-bucket -t <table_id>`
 pub async fn compaction_test_main(
     _listen_addr: SocketAddr,
     advertise_addr: HostAddr,
@@ -711,6 +711,7 @@ pub async fn create_hummock_store_with_metrics(
         metrics.storage_metrics.clone(),
         metrics.compactor_metrics.clone(),
         None,
+        true,
     )
     .await?;
 
diff --git a/src/tests/compaction_test/src/delete_range_runner.rs b/src/tests/compaction_test/src/delete_range_runner.rs
index 58e9fde74c48e..5d6c6ff7e70d1 100644
--- a/src/tests/compaction_test/src/delete_range_runner.rs
+++ b/src/tests/compaction_test/src/delete_range_runner.rs
@@ -208,13 +208,13 @@ async fn compaction_test(
         Arc::new(ObjectStoreConfig::default()),
     )
     .await;
-    let meta_cache_v2 = HybridCacheBuilder::new()
+    let meta_cache = HybridCacheBuilder::new()
         .memory(storage_memory_config.meta_cache_capacity_mb * (1 << 20))
         .with_shards(storage_memory_config.meta_cache_shard_num)
         .storage()
         .build()
         .await?;
-    let block_cache_v2 = HybridCacheBuilder::new()
+    let block_cache = HybridCacheBuilder::new()
         .memory(storage_memory_config.block_cache_capacity_mb * (1 << 20))
         .with_shards(storage_memory_config.block_cache_shard_num)
         .storage()
@@ -227,8 +227,9 @@ async fn compaction_test(
         max_prefetch_block_number: storage_opts.max_prefetch_block_number,
         recent_filter: None,
         state_store_metrics: state_store_metrics.clone(),
-        meta_cache_v2,
-        block_cache_v2,
+        use_new_object_prefix_strategy: system_params.use_new_object_prefix_strategy(),
+        meta_cache,
+        block_cache,
     }));
 
     let store = HummockStorage::new(
diff --git a/src/tests/e2e_extended_mode/Cargo.toml b/src/tests/e2e_extended_mode/Cargo.toml
index ecbf751fe1004..cbc7831ea7a03 100644
--- a/src/tests/e2e_extended_mode/Cargo.toml
+++ b/src/tests/e2e_extended_mode/Cargo.toml
@@ -19,7 +19,7 @@ chrono = { version = "0.4", features = ['serde'] }
 clap = { workspace = true }
 pg_interval = "0.4"
 rust_decimal = { version = "1.35", features = ["db-postgres"] }
-tokio = { version = "0.2.24", package = "madsim-tokio", features = [
+tokio = { version = "0.2", package = "madsim-tokio", features = [
     "rt",
     "macros",
     "rt-multi-thread",
diff --git a/src/tests/regress/Cargo.toml b/src/tests/regress/Cargo.toml
index 8c5478d13d52e..65248877adf60 100644
--- a/src/tests/regress/Cargo.toml
+++ b/src/tests/regress/Cargo.toml
@@ -26,6 +26,7 @@ tokio = { version = "0.2", package = "madsim-tokio", features = [
     "time",
     "signal",
     "process",
+    "io-util",
 ] }
 tracing = "0.1"
 tracing-subscriber = "0.3.17"
diff --git a/src/tests/regress/data/sql/jsonb.sql b/src/tests/regress/data/sql/jsonb.sql
index b8d1e24654af2..71ce107ef270c 100644
--- a/src/tests/regress/data/sql/jsonb.sql
+++ b/src/tests/regress/data/sql/jsonb.sql
@@ -1114,18 +1114,18 @@ select '{"a":1 , "b":2, "c":3}'::jsonb - '{b}'::text[];
 select '{"a":1 , "b":2, "c":3}'::jsonb - '{c,b}'::text[];
 select '{"a":1 , "b":2, "c":3}'::jsonb - '{}'::text[];
 
---@ select jsonb_set('{"n":null, "a":1, "b":[1,2], "c":{"1":2}, "d":{"1":[2,3]}}'::jsonb, '{n}', '[1,2,3]');
---@ select jsonb_set('{"n":null, "a":1, "b":[1,2], "c":{"1":2}, "d":{"1":[2,3]}}'::jsonb, '{b,-1}', '[1,2,3]');
---@ select jsonb_set('{"n":null, "a":1, "b":[1,2], "c":{"1":2}, "d":{"1":[2,3]}}'::jsonb, '{d,1,0}', '[1,2,3]');
---@ select jsonb_set('{"n":null, "a":1, "b":[1,2], "c":{"1":2}, "d":{"1":[2,3]}}'::jsonb, '{d,NULL,0}', '[1,2,3]');
---@ 
---@ select jsonb_set('{"n":null, "a":1, "b":[1,2], "c":{"1":2}, "d":{"1":[2,3]}}'::jsonb, '{n}', '{"1": 2}');
---@ select jsonb_set('{"n":null, "a":1, "b":[1,2], "c":{"1":2}, "d":{"1":[2,3]}}'::jsonb, '{b,-1}', '{"1": 2}');
---@ select jsonb_set('{"n":null, "a":1, "b":[1,2], "c":{"1":2}, "d":{"1":[2,3]}}'::jsonb, '{d,1,0}', '{"1": 2}');
---@ select jsonb_set('{"n":null, "a":1, "b":[1,2], "c":{"1":2}, "d":{"1":[2,3]}}'::jsonb, '{d,NULL,0}', '{"1": 2}');
---@ 
---@ select jsonb_set('{"n":null, "a":1, "b":[1,2], "c":{"1":2}, "d":{"1":[2,3]}}'::jsonb, '{b,-1}', '"test"');
---@ select jsonb_set('{"n":null, "a":1, "b":[1,2], "c":{"1":2}, "d":{"1":[2,3]}}'::jsonb, '{b,-1}', '{"f": "test"}');
+select jsonb_set('{"n":null, "a":1, "b":[1,2], "c":{"1":2}, "d":{"1":[2,3]}}'::jsonb, '{n}', '[1,2,3]');
+select jsonb_set('{"n":null, "a":1, "b":[1,2], "c":{"1":2}, "d":{"1":[2,3]}}'::jsonb, '{b,-1}', '[1,2,3]');
+select jsonb_set('{"n":null, "a":1, "b":[1,2], "c":{"1":2}, "d":{"1":[2,3]}}'::jsonb, '{d,1,0}', '[1,2,3]');
+select jsonb_set('{"n":null, "a":1, "b":[1,2], "c":{"1":2}, "d":{"1":[2,3]}}'::jsonb, '{d,NULL,0}', '[1,2,3]');
+
+select jsonb_set('{"n":null, "a":1, "b":[1,2], "c":{"1":2}, "d":{"1":[2,3]}}'::jsonb, '{n}', '{"1": 2}');
+select jsonb_set('{"n":null, "a":1, "b":[1,2], "c":{"1":2}, "d":{"1":[2,3]}}'::jsonb, '{b,-1}', '{"1": 2}');
+select jsonb_set('{"n":null, "a":1, "b":[1,2], "c":{"1":2}, "d":{"1":[2,3]}}'::jsonb, '{d,1,0}', '{"1": 2}');
+select jsonb_set('{"n":null, "a":1, "b":[1,2], "c":{"1":2}, "d":{"1":[2,3]}}'::jsonb, '{d,NULL,0}', '{"1": 2}');
+
+select jsonb_set('{"n":null, "a":1, "b":[1,2], "c":{"1":2}, "d":{"1":[2,3]}}'::jsonb, '{b,-1}', '"test"');
+select jsonb_set('{"n":null, "a":1, "b":[1,2], "c":{"1":2}, "d":{"1":[2,3]}}'::jsonb, '{b,-1}', '{"f": "test"}');
 
 select jsonb_delete_path('{"n":null, "a":1, "b":[1,2], "c":{"1":2}, "d":{"1":[2,3]}}', '{n}');
 select jsonb_delete_path('{"n":null, "a":1, "b":[1,2], "c":{"1":2}, "d":{"1":[2,3]}}', '{b,-1}');
@@ -1148,33 +1148,33 @@ select '[]'::jsonb - 1;
 select '"a"'::jsonb #- '{a}'; -- error
 select '{}'::jsonb #- '{a}';
 select '[]'::jsonb #- '{a}';
---@ select jsonb_set('"a"','{a}','"b"'); --error
---@ select jsonb_set('{}','{a}','"b"', false);
---@ select jsonb_set('[]','{1}','"b"', false);
---@ select jsonb_set('[{"f1":1,"f2":null},2,null,3]', '{0}','[2,3,4]', false);
---@ 
---@ -- jsonb_set adding instead of replacing
---@ 
---@ -- prepend to array
---@ select jsonb_set('{"a":1,"b":[0,1,2],"c":{"d":4}}','{b,-33}','{"foo":123}');
---@ -- append to array
---@ select jsonb_set('{"a":1,"b":[0,1,2],"c":{"d":4}}','{b,33}','{"foo":123}');
---@ -- check nesting levels addition
---@ select jsonb_set('{"a":1,"b":[4,5,[0,1,2],6,7],"c":{"d":4}}','{b,2,33}','{"foo":123}');
---@ -- add new key
---@ select jsonb_set('{"a":1,"b":[0,1,2],"c":{"d":4}}','{c,e}','{"foo":123}');
---@ -- adding doesn't do anything if elements before last aren't present
---@ select jsonb_set('{"a":1,"b":[0,1,2],"c":{"d":4}}','{x,-33}','{"foo":123}');
---@ select jsonb_set('{"a":1,"b":[0,1,2],"c":{"d":4}}','{x,y}','{"foo":123}');
---@ -- add to empty object
---@ select jsonb_set('{}','{x}','{"foo":123}');
---@ --add to empty array
---@ select jsonb_set('[]','{0}','{"foo":123}');
---@ select jsonb_set('[]','{99}','{"foo":123}');
---@ select jsonb_set('[]','{-99}','{"foo":123}');
---@ select jsonb_set('{"a": [1, 2, 3]}', '{a, non_integer}', '"new_value"');
---@ select jsonb_set('{"a": {"b": [1, 2, 3]}}', '{a, b, non_integer}', '"new_value"');
---@ select jsonb_set('{"a": {"b": [1, 2, 3]}}', '{a, b, NULL}', '"new_value"');
+select jsonb_set('"a"','{a}','"b"'); --error
+select jsonb_set('{}','{a}','"b"', false);
+select jsonb_set('[]','{1}','"b"', false);
+select jsonb_set('[{"f1":1,"f2":null},2,null,3]', '{0}','[2,3,4]', false);
+
+-- jsonb_set adding instead of replacing
+
+-- prepend to array
+select jsonb_set('{"a":1,"b":[0,1,2],"c":{"d":4}}','{b,-33}','{"foo":123}');
+-- append to array
+select jsonb_set('{"a":1,"b":[0,1,2],"c":{"d":4}}','{b,33}','{"foo":123}');
+-- check nesting levels addition
+select jsonb_set('{"a":1,"b":[4,5,[0,1,2],6,7],"c":{"d":4}}','{b,2,33}','{"foo":123}');
+-- add new key
+select jsonb_set('{"a":1,"b":[0,1,2],"c":{"d":4}}','{c,e}','{"foo":123}');
+-- adding doesn't do anything if elements before last aren't present
+select jsonb_set('{"a":1,"b":[0,1,2],"c":{"d":4}}','{x,-33}','{"foo":123}');
+select jsonb_set('{"a":1,"b":[0,1,2],"c":{"d":4}}','{x,y}','{"foo":123}');
+-- add to empty object
+select jsonb_set('{}','{x}','{"foo":123}');
+--add to empty array
+select jsonb_set('[]','{0}','{"foo":123}');
+select jsonb_set('[]','{99}','{"foo":123}');
+select jsonb_set('[]','{-99}','{"foo":123}');
+select jsonb_set('{"a": [1, 2, 3]}', '{a, non_integer}', '"new_value"');
+select jsonb_set('{"a": {"b": [1, 2, 3]}}', '{a, b, non_integer}', '"new_value"');
+select jsonb_set('{"a": {"b": [1, 2, 3]}}', '{a, b, NULL}', '"new_value"');
 
 -- jsonb_set_lax
 
diff --git a/src/tests/simulation/Cargo.toml b/src/tests/simulation/Cargo.toml
index 57768643eb7dc..b08af43583eed 100644
--- a/src/tests/simulation/Cargo.toml
+++ b/src/tests/simulation/Cargo.toml
@@ -50,10 +50,10 @@ risingwave_sqlsmith = { workspace = true }
 serde = "1.0.188"
 serde_derive = "1.0.188"
 serde_json = "1.0.107"
-sqllogictest = "0.20"
+sqllogictest = "0.20.5"
 tempfile = "3"
 tikv-jemallocator = { workspace = true }
-tokio = { version = "0.2.24", package = "madsim-tokio" }
+tokio = { version = "0.2", package = "madsim-tokio" }
 tokio-postgres = "0.7"
 tokio-stream = "0.1"
 tracing = "0.1"
diff --git a/src/tests/simulation/src/slt.rs b/src/tests/simulation/src/slt.rs
index 89e05b974e275..943d9bffcf4ca 100644
--- a/src/tests/simulation/src/slt.rs
+++ b/src/tests/simulation/src/slt.rs
@@ -20,7 +20,7 @@ use anyhow::{bail, Result};
 use itertools::Itertools;
 use rand::{thread_rng, Rng, SeedableRng};
 use rand_chacha::ChaChaRng;
-use sqllogictest::{ParallelTestError, QueryExpect, Record, StatementExpect};
+use sqllogictest::{Condition, ParallelTestError, QueryExpect, Record, StatementExpect};
 
 use crate::client::RisingWave;
 use crate::cluster::{Cluster, KillOpts};
@@ -208,6 +208,7 @@ pub async fn run_slt_task(
         // use a session per file
         let mut tester =
             sqllogictest::Runner::new(|| RisingWave::connect("frontend".into(), "dev".into()));
+        tester.add_label("madsim");
 
         let file = file.unwrap();
         let path = file.as_path();
@@ -273,6 +274,11 @@ pub async fn run_slt_task(
             } = &record
                 && matches!(cmd, SqlCmd::CreateMaterializedView { .. })
                 && !manual_background_ddl_enabled
+                && conditions.iter().all(|c| {
+                    *c != Condition::SkipIf {
+                        label: "madsim".to_string(),
+                    }
+                })
             {
                 let background_ddl_setting = rng.gen_bool(background_ddl_rate);
                 let set_background_ddl = Record::Statement {
@@ -461,6 +467,8 @@ pub async fn run_slt_task(
 pub async fn run_parallel_slt_task(glob: &str, jobs: usize) -> Result<(), ParallelTestError> {
     let mut tester =
         sqllogictest::Runner::new(|| RisingWave::connect("frontend".into(), "dev".into()));
+    tester.add_label("madsim");
+
     tester
         .run_parallel_async(
             glob,
diff --git a/src/tests/simulation/tests/integration_tests/backfill_tests.rs b/src/tests/simulation/tests/integration_tests/backfill_tests.rs
index ba34f45e6af67..1d8f7bb727101 100644
--- a/src/tests/simulation/tests/integration_tests/backfill_tests.rs
+++ b/src/tests/simulation/tests/integration_tests/backfill_tests.rs
@@ -256,7 +256,8 @@ async fn test_arrangement_backfill_progress() -> Result<()> {
         .run("CREATE MATERIALIZED VIEW m1 AS SELECT * FROM t")
         .await?;
 
-    // Verify arrangement backfill progress after 10s, it should be 1% at least.
+    // Verify arrangement backfill progress after 10s, it should be around 1%,
+    // since 10s = 10 records processed.
     sleep(Duration::from_secs(10)).await;
     let progress = session
         .run("SELECT progress FROM rw_catalog.rw_ddl_progress")
@@ -264,7 +265,7 @@ async fn test_arrangement_backfill_progress() -> Result<()> {
     let progress = progress.replace('%', "");
     let progress = progress.parse::<f64>().unwrap();
     assert!(
-        (1.0..10.0).contains(&progress),
+        (0.5..1.5).contains(&progress),
         "progress not within bounds {}",
         progress
     );
diff --git a/src/utils/runtime/Cargo.toml b/src/utils/runtime/Cargo.toml
index a9ade03a9a46a..e15782a8a1dd4 100644
--- a/src/utils/runtime/Cargo.toml
+++ b/src/utils/runtime/Cargo.toml
@@ -17,7 +17,7 @@ normal = ["workspace-hack"]
 [dependencies]
 await-tree = { workspace = true }
 console = "0.15"
-console-subscriber = "0.2.0"
+console-subscriber = "0.3.0"
 either = "1"
 futures = { version = "0.3", default-features = false, features = ["alloc"] }
 hostname = "0.4"