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/Cargo.lock b/Cargo.lock
index 462b542829cee..d713c3276b11a 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -3691,7 +3691,7 @@ dependencies = [
 
 [[package]]
 name = "delta_btree_map"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "educe",
  "enum-as-inner 0.6.0",
@@ -5140,9 +5140,9 @@ dependencies = [
 
 [[package]]
 name = "foyer"
-version = "0.9.3"
+version = "0.9.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c67848bfb834bf15396d3a308c44eda6de992c06ad72db53857363725f3dd870"
+checksum = "0720e9cc504174e952382345ea25fe887fbd4c1761dccdd4c5276c6d1a93dbc5"
 dependencies = [
  "ahash 0.8.11",
  "anyhow",
@@ -5205,9 +5205,9 @@ dependencies = [
 
 [[package]]
 name = "foyer-storage"
-version = "0.8.4"
+version = "0.8.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5874cb737c3a6f29c2b784e02094375a24ddb2ce743a28bf8d69c3c490711044"
+checksum = "74811aec3df193b9c304d031e9f4879c4aab86cb78ff6e4cadf1188d014e7069"
 dependencies = [
  "ahash 0.8.11",
  "allocator-api2",
@@ -7025,7 +7025,7 @@ checksum = "c4cd1a83af159aa67994778be9070f0ae1bd732942279cabb14f86f986a21456"
 
 [[package]]
 name = "local_stats_alloc"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "workspace-hack",
 ]
@@ -8665,7 +8665,7 @@ dependencies = [
 
 [[package]]
 name = "pgwire"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "auto_enums",
@@ -9313,7 +9313,7 @@ checksum = "8bdf592881d821b83d471f8af290226c8d51402259e9bb5be7f9f8bdebbb11ac"
 dependencies = [
  "bytes",
  "heck 0.4.1",
- "itertools 0.10.5",
+ "itertools 0.11.0",
  "log",
  "multimap 0.8.3",
  "once_cell",
@@ -9347,7 +9347,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "265baba7fabd416cf5078179f7d2cbeca4ce7a9041111900675ea7c4cb8a4c32"
 dependencies = [
  "anyhow",
- "itertools 0.10.5",
+ "itertools 0.11.0",
  "proc-macro2",
  "quote",
  "syn 2.0.57",
@@ -9508,7 +9508,7 @@ dependencies = [
  "indoc",
  "libc",
  "memoffset",
- "parking_lot 0.11.2",
+ "parking_lot 0.12.1",
  "portable-atomic",
  "pyo3-build-config",
  "pyo3-ffi",
@@ -10100,7 +10100,7 @@ dependencies = [
 
 [[package]]
 name = "risedev"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "chrono",
@@ -10130,7 +10130,7 @@ dependencies = [
 
 [[package]]
 name = "risedev-config"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "clap",
@@ -10143,7 +10143,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave-fields-derive"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "expect-test",
  "indoc",
@@ -10155,7 +10155,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_backup"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "async-trait",
@@ -10177,7 +10177,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_batch"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "arrow-array 50.0.0",
@@ -10233,7 +10233,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_bench"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "async-trait",
@@ -10274,7 +10274,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_cmd"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "clap",
  "madsim-tokio",
@@ -10294,7 +10294,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_cmd_all"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "clap",
@@ -10327,7 +10327,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_common"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "ahash 0.8.11",
  "anyhow",
@@ -10440,7 +10440,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_common_estimate_size"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "bytes",
  "educe",
@@ -10455,7 +10455,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_common_heap_profiling"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "chrono",
@@ -10470,7 +10470,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_common_metrics"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "bytes",
  "clap",
@@ -10502,7 +10502,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_common_proc_macro"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "bae",
  "itertools 0.12.1",
@@ -10514,7 +10514,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_common_service"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "async-trait",
  "axum 0.7.4",
@@ -10536,7 +10536,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_compaction_test"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "async-trait",
@@ -10564,7 +10564,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_compactor"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "async-trait",
  "await-tree",
@@ -10587,7 +10587,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_compute"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "async-trait",
@@ -10632,7 +10632,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_connector"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "apache-avro 0.16.0",
@@ -10762,7 +10762,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_connector_codec"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "apache-avro 0.16.0",
@@ -10783,7 +10783,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_ctl"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "bytes",
@@ -10825,7 +10825,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_dml"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "assert_matches",
  "criterion",
@@ -10849,7 +10849,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_e2e_extended_mode_test"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "chrono",
@@ -10864,7 +10864,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_error"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "bincode 1.3.3",
@@ -10880,7 +10880,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_expr"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "arrow-array 50.0.0",
@@ -10921,7 +10921,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_expr_impl"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "aho-corasick",
  "anyhow",
@@ -10988,7 +10988,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_frontend"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "arc-swap",
@@ -11070,7 +11070,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_frontend_macro"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -11079,7 +11079,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_hummock_sdk"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "bytes",
  "easy-ext",
@@ -11098,7 +11098,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_hummock_test"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "async-trait",
  "bytes",
@@ -11131,7 +11131,7 @@ 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",
@@ -11208,7 +11208,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_mem_table_spill_test"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "async-trait",
  "bytes",
@@ -11224,7 +11224,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_meta"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "aes-siv",
  "anyhow",
@@ -11299,7 +11299,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_meta_dashboard"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "axum 0.7.4",
@@ -11320,7 +11320,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_meta_model_migration"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "async-std",
  "sea-orm-migration",
@@ -11329,7 +11329,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_meta_model_v2"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "prost 0.12.1",
  "risingwave_common",
@@ -11342,7 +11342,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_meta_node"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "clap",
@@ -11374,7 +11374,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_meta_service"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "async-trait",
@@ -11402,7 +11402,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_object_store"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "async-trait",
  "await-tree",
@@ -11438,7 +11438,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_pb"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "enum-as-inner 0.6.0",
  "fs-err",
@@ -11458,7 +11458,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_planner_test"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "expect-test",
@@ -11480,7 +11480,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_regress_test"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "clap",
@@ -11494,7 +11494,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_rpc_client"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "async-trait",
@@ -11528,7 +11528,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_rt"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "await-tree",
  "console",
@@ -11609,7 +11609,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_sqlparser"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "console",
@@ -11630,7 +11630,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_sqlsmith"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "chrono",
@@ -11658,7 +11658,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_state_cleaning_test"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "clap",
@@ -11678,7 +11678,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_storage"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "ahash 0.8.11",
  "anyhow",
@@ -11750,7 +11750,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_stream"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "anyhow",
  "assert_matches",
@@ -11818,7 +11818,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_test_runner"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "fail",
  "sync-point",
@@ -11827,7 +11827,7 @@ dependencies = [
 
 [[package]]
 name = "risingwave_variables"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "chrono",
  "workspace-hack",
@@ -16533,7 +16533,7 @@ dependencies = [
 
 [[package]]
 name = "with_options"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -16554,7 +16554,7 @@ dependencies = [
 
 [[package]]
 name = "workspace-config"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 dependencies = [
  "libz-sys",
  "log",
@@ -16566,7 +16566,7 @@ dependencies = [
 
 [[package]]
 name = "workspace-hack"
-version = "1.9.0-alpha"
+version = "1.11.0-alpha"
 
 [[package]]
 name = "wyz"
diff --git a/Cargo.toml b/Cargo.toml
index 8e64f7074c9aa..7e7910234bd7b 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 +76,7 @@ license = "Apache-2.0"
 repository = "https://github.com/risingwavelabs/risingwave"
 
 [workspace.dependencies]
-foyer = { version = "0.9.3", features = ["nightly"] }
+foyer = { version = "0.9.4", features = ["nightly"] }
 auto_enums = { version = "0.8", features = ["futures03", "tokio1"] }
 await-tree = "0.2.1"
 aws-config = { version = "1", default-features = false, features = [
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/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..c05162be34ad2 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. 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instance))","refId":"","step":10,"target":""},{"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"expr":"histogram_quantile(0.99, sum(irate(udf_latency_bucket{job=~\"$job\",instance=~\"$node\"}[$__rate_interval])) by (le, job, instance))","format":"time_series","hide":false,"instant":false,"interval":"","intervalFactor":2,"legendFormat":"udf_latency_p99 - {{instance}}","metric":"","query":"histogram_quantile(0.99, sum(irate(udf_latency_bucket{job=~\"$job\",instance=~\"$node\"}[$__rate_interval])) by (le, job, instance))","refId":"","step":10,"target":""},{"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"expr":"sum(irate(udf_latency_sum{job=~\"$job\",instance=~\"$node\"}[$__rate_interval])) by (job, instance) / sum(irate(udf_latency_count{job=~\"$job\",instance=~\"$node\"}[$__rate_interval])) by (job, instance) > 0","format":"time_series","hide":false,"instant":false,"interval":"","intervalFactor":2,"legendFormat":"udf_latency_avg - {{instance}}","metric":"","query":"sum(irate(udf_latency_sum{job=~\"$job\",instance=~\"$node\"}[$__rate_interval])) by (job, instance) / sum(irate(udf_latency_count{job=~\"$job\",instance=~\"$node\"}[$__rate_interval])) by (job, instance) > 0","refId":"","step":10,"target":""},{"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"expr":"histogram_quantile(0.99, sum(irate(udf_latency_bucket{job=~\"$job\",instance=~\"$node\"}[$__rate_interval])) by (le, link, name, fragment_id))","format":"time_series","hide":false,"instant":false,"interval":"","intervalFactor":2,"legendFormat":"udf_latency_p99_by_name - {{link}} {{name}} {{fragment_id}}","metric":"","query":"histogram_quantile(0.99, sum(irate(udf_latency_bucket{job=~\"$job\",instance=~\"$node\"}[$__rate_interval])) by (le, link, name, fragment_id))","refId":"","step":10,"target":""},{"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"expr":"sum(irate(udf_latency_sum{job=~\"$job\",instance=~\"$node\"}[$__rate_interval])) by (link, name, fragment_id) / sum(irate(udf_latency_count{job=~\"$job\",instance=~\"$node\"}[$__rate_interval])) by (link, name, fragment_id) > 0","format":"time_series","hide":false,"instant":false,"interval":"","intervalFactor":2,"legendFormat":"udf_latency_avg_by_name - {{link}} {{name}} {{fragment_id}}","metric":"","query":"sum(irate(udf_latency_sum{job=~\"$job\",instance=~\"$node\"}[$__rate_interval])) by (link, name, fragment_id) / sum(irate(udf_latency_count{job=~\"$job\",instance=~\"$node\"}[$__rate_interval])) by (link, name, fragment_id) > 0","refId":"","step":10,"target":""}],"timeFrom":null,"timeShift":null,"title":"UDF Latency","transformations":[],"transparent":false,"type":"timeseries"},{"cacheTimeout":null,"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"description":"","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":323,"interval":"1s","links":[],"maxDataPoints":1000,"maxPerRow":null,"minSpan":null,"options":{"legend":{"calcs":["mean"],"displayMode":"table","placement":"bottom"},"tooltip":{"mode":"single"}},"repeat":null,"repeatDirection":null,"span":null,"targets":[{"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"expr":"sum(rate(udf_input_rows{job=~\"$job\",instance=~\"$node\"}[$__rate_interval])) by (job, instance)","format":"time_series","hide":false,"instant":false,"interval":"","intervalFactor":2,"legendFormat":"udf_throughput_rows - {{instance}}","metric":"","query":"sum(rate(udf_input_rows{job=~\"$job\",instance=~\"$node\"}[$__rate_interval])) by (job, instance)","refId":"","step":10,"target":""},{"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"expr":"sum(rate(udf_input_rows{job=~\"$job\",instance=~\"$node\"}[$__rate_interval])) by (link, name, fragment_id)","format":"time_series","hide":false,"instant":false,"interval":"","intervalFactor":2,"legendFormat":"udf_throughput_rows - {{link}} {{name}} {{fragment_id}}","metric":"","query":"sum(rate(udf_input_rows{job=~\"$job\",instance=~\"$node\"}[$__rate_interval])) by (link, name, fragment_id)","refId":"","step":10,"target":""}],"timeFrom":null,"timeShift":null,"title":"UDF Throughput (rows)","transformations":[],"transparent":false,"type":"timeseries"},{"cacheTimeout":null,"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"description":"","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":"MB/s"},"overrides":[]},"gridPos":{"h":8,"w":12,"x":0,"y":16},"height":null,"hideTimeOverride":false,"id":324,"interval":"1s","links":[],"maxDataPoints":1000,"maxPerRow":null,"minSpan":null,"options":{"legend":{"calcs":["mean"],"displayMode":"table","placement":"bottom"},"tooltip":{"mode":"single"}},"repeat":null,"repeatDirection":null,"span":null,"targets":[{"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"expr":"sum(rate(udf_input_bytes{job=~\"$job\",instance=~\"$node\"}[$__rate_interval])) by (job, instance) / (1024*1024)","format":"time_series","hide":false,"instant":false,"interval":"","intervalFactor":2,"legendFormat":"udf_throughput_bytes - {{instance}}","metric":"","query":"sum(rate(udf_input_bytes{job=~\"$job\",instance=~\"$node\"}[$__rate_interval])) by (job, instance) / (1024*1024)","refId":"","step":10,"target":""},{"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"expr":"sum(rate(udf_input_bytes{job=~\"$job\",instance=~\"$node\"}[$__rate_interval])) by (link, name, fragment_id) / (1024*1024)","format":"time_series","hide":false,"instant":false,"interval":"","intervalFactor":2,"legendFormat":"udf_throughput_bytes - {{link}} {{name}} {{fragment_id}}","metric":"","query":"sum(rate(udf_input_bytes{job=~\"$job\",instance=~\"$node\"}[$__rate_interval])) by (link, name, fragment_id) / (1024*1024)","refId":"","step":10,"target":""}],"timeFrom":null,"timeShift":null,"title":"UDF Throughput (bytes)","transformations":[],"transparent":false,"type":"timeseries"},{"cacheTimeout":null,"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"description":"Currently only embedded JS UDF supports this. Others will always show 0.","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":16},"height":null,"hideTimeOverride":false,"id":325,"interval":"1s","links":[],"maxDataPoints":1000,"maxPerRow":null,"minSpan":null,"options":{"legend":{"calcs":["mean"],"displayMode":"table","placement":"bottom"},"tooltip":{"mode":"single"}},"repeat":null,"repeatDirection":null,"span":null,"targets":[{"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"expr":"sum(udf_memory_usage{job=~\"$job\",instance=~\"$node\"}) by (job, instance)","format":"time_series","hide":false,"instant":false,"interval":"","intervalFactor":2,"legendFormat":"udf_memory_usage - {{instance}}","metric":"","query":"sum(udf_memory_usage{job=~\"$job\",instance=~\"$node\"}) by (job, instance)","refId":"","step":10,"target":""},{"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"expr":"sum(udf_memory_usage{job=~\"$job\",instance=~\"$node\"}) by (name, fragment_id)","format":"time_series","hide":false,"instant":false,"interval":"","intervalFactor":2,"legendFormat":"udf_memory_usage - {{name}} {{fragment_id}}","metric":"","query":"sum(udf_memory_usage{job=~\"$job\",instance=~\"$node\"}) by (name, fragment_id)","refId":"","step":10,"target":""}],"timeFrom":null,"timeShift":null,"title":"UDF Memory Usage (bytes)","transformations":[],"transparent":false,"type":"timeseries"}],"repeat":null,"repeatDirection":null,"span":null,"targets":[],"timeFrom":null,"timeShift":null,"title":"User Defined Function","transformations":[],"transparent":false,"type":"row"}],"refresh":"","rows":[],"schemaVersion":12,"sharedCrosshair":true,"style":"dark","tags":["risingwave"],"templating":{"list":[{"current":{"selected":false,"text":"All","value":"__all"},"definition":"label_values(process_cpu_seconds_total, instance)","description":"Reporting instance of the metric","hide":0,"includeAll":true,"label":"Node","multi":true,"name":"node","options":[],"query":{"query":"label_values(process_cpu_seconds_total, instance)","refId":"StandardVariableQuery"},"refresh":2,"regex":"","skipUrlSync":false,"sort":6,"type":"query"},{"current":{"selected":false,"text":"All","value":"__all"},"definition":"label_values(process_cpu_seconds_total, job)","description":"Reporting job of the metric","hide":0,"includeAll":true,"label":"Job","multi":true,"name":"job","options":[],"query":{"query":"label_values(process_cpu_seconds_total, job)","refId":"StandardVariableQuery"},"refresh":2,"regex":"","skipUrlSync":false,"sort":6,"type":"query"},{"current":{"selected":false,"text":"All","value":"__all"},"definition":"label_values(table_info, table_id)","description":"Reporting table id of the metric","hide":0,"includeAll":true,"label":"Table","multi":true,"name":"table","options":[],"query":{"query":"label_values(table_info, table_id)","refId":"StandardVariableQuery"},"refresh":2,"regex":"","skipUrlSync":false,"sort":6,"type":"query"}]},"time":{"from":"now-30m","to":"now"},"timepicker":{"hidden":false,"refresh_intervals":["5s","10s","30s","1m","5m","15m","30m","1h","2h","1d"],"time_options":["5m","15m","1h","6h","12h","24h","2d","7d","30d"]},"timezone":"browser","title":"risingwave_dev_dashboard","uid":"Ecy3uV1nz","version":0}
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 80ce64cb90531..b43f5f1f1921f 100644
--- a/docker/docker-compose-distributed.yml
+++ b/docker/docker-compose-distributed.yml
@@ -1,6 +1,6 @@
 ---
 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 e1bf11bb28ff0..3269b2c815a82 100644
--- a/docker/docker-compose-with-azblob.yml
+++ b/docker/docker-compose-with-azblob.yml
@@ -1,6 +1,6 @@
 ---
 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 fcad2692f474d..1de6b4ee6253d 100644
--- a/docker/docker-compose-with-gcs.yml
+++ b/docker/docker-compose-with-gcs.yml
@@ -1,6 +1,6 @@
 ---
 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-local-fs.yml b/docker/docker-compose-with-local-fs.yml
index d7b5e22c36243..aa02531db1d3e 100644
--- a/docker/docker-compose-with-local-fs.yml
+++ b/docker/docker-compose-with-local-fs.yml
@@ -1,6 +1,6 @@
 ---
 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 45c84e32f652d..39fb135132da5 100644
--- a/docker/docker-compose-with-obs.yml
+++ b/docker/docker-compose-with-obs.yml
@@ -1,6 +1,6 @@
 ---
 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 25aeae746e3b7..677d0ce82b27c 100644
--- a/docker/docker-compose-with-oss.yml
+++ b/docker/docker-compose-with-oss.yml
@@ -1,6 +1,6 @@
 ---
 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 75ffded8edcbc..9a3d33b261aff 100644
--- a/docker/docker-compose-with-s3.yml
+++ b/docker/docker-compose-with-s3.yml
@@ -1,6 +1,6 @@
 ---
 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 065a60610f333..1d495fd0e7875 100644
--- a/docker/docker-compose-with-sqlite.yml
+++ b/docker/docker-compose-with-sqlite.yml
@@ -1,6 +1,6 @@
 ---
 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 6042fbba261df..71280dc6e98b5 100644
--- a/docker/docker-compose.yml
+++ b/docker/docker-compose.yml
@@ -1,6 +1,6 @@
 ---
 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/e2e_test/sink/kafka/avro.slt b/e2e_test/sink/kafka/avro.slt
index bd684bebdf785..e0e339eead402 100644
--- a/e2e_test/sink/kafka/avro.slt
+++ b/e2e_test/sink/kafka/avro.slt
@@ -45,8 +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/grafana/risingwave-dev-dashboard.dashboard.py b/grafana/risingwave-dev-dashboard.dashboard.py
index da2ebf658fba2..1e8b4f931f6cd 100644
--- a/grafana/risingwave-dev-dashboard.dashboard.py
+++ b/grafana/risingwave-dev-dashboard.dashboard.py
@@ -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(
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-                            "{{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,
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diff --git a/grafana/risingwave-dev-dashboard.json b/grafana/risingwave-dev-dashboard.json
index d991a6c2a5c35..c05162be34ad2 100644
--- a/grafana/risingwave-dev-dashboard.json
+++ b/grafana/risingwave-dev-dashboard.json
@@ -1 +1 @@
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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-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/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/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/src/executor/hash_agg.rs b/src/batch/src/executor/hash_agg.rs
index ce54ea215a430..8b8f86c637199 100644
--- a/src/batch/src/executor/hash_agg.rs
+++ b/src/batch/src/executor/hash_agg.rs
@@ -42,6 +42,7 @@ 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,
 };
@@ -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 {
@@ -306,6 +321,7 @@ 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);
@@ -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> {
@@ -567,6 +596,7 @@ 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 +662,7 @@ 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 +811,7 @@ mod tests {
                 CHUNK_SIZE,
                 mem_context.clone(),
                 false,
+                BatchSpillMetrics::for_test(),
                 ShutdownToken::empty(),
             )
             .unwrap();
@@ -853,6 +885,7 @@ mod tests {
             CHUNK_SIZE,
             MemoryContext::none(),
             false,
+            BatchSpillMetrics::for_test(),
             ShutdownToken::empty(),
         )
         .unwrap();
@@ -970,6 +1003,7 @@ mod tests {
             CHUNK_SIZE,
             MemoryContext::none(),
             false,
+            BatchSpillMetrics::for_test(),
             shutdown_rx,
         )
         .unwrap();
diff --git a/src/batch/src/executor/join/hash_join.rs b/src/batch/src/executor/join/hash_join.rs
index f6440c74430a6..24ac63d02ba4e 100644
--- a/src/batch/src/executor/join/hash_join.rs
+++ b/src/batch/src/executor/join/hash_join.rs
@@ -41,6 +41,7 @@ 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,
@@ -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.
@@ -266,6 +269,7 @@ 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);
@@ -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> {
@@ -537,6 +554,7 @@ impl<K: HashKey> HashJoinExecutor<K> {
                 probe_data_types.clone(),
                 build_data_types.clone(),
                 self.chunk_size,
+                self.spill_metrics.clone(),
             )?;
             join_spill_manager.init_writers().await?;
 
@@ -628,6 +646,7 @@ 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(),
@@ -2218,6 +2237,7 @@ 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 +2258,7 @@ 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 +2279,7 @@ impl HashKeyDispatcher for HashJoinExecutorArgs {
             self.identity,
             self.chunk_size,
             self.enable_spill,
+            self.spill_metrics,
             self.shutdown_rx,
             self.mem_ctx,
         ))
@@ -2282,6 +2304,7 @@ 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 +2320,7 @@ impl<K> HashJoinExecutor<K> {
             identity,
             chunk_size,
             enable_spill,
+            spill_metrics,
             None,
             shutdown_rx,
             mem_ctx,
@@ -2316,6 +2340,7 @@ 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 +2379,7 @@ impl<K> HashJoinExecutor<K> {
             chunk_size,
             shutdown_rx,
             enable_spill,
+            spill_metrics,
             memory_upper_bound,
             mem_ctx,
             _phantom: PhantomData,
@@ -2381,6 +2407,7 @@ 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 +2623,7 @@ mod tests {
                 "HashJoinExecutor".to_string(),
                 chunk_size,
                 false,
+                BatchSpillMetrics::for_test(),
                 shutdown_rx,
                 mem_ctx,
             ))
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/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 d04c5ac26019a..8e9983618b71e 100644
--- a/src/batch/src/spill/spill_op.rs
+++ b/src/batch/src/spill/spill_op.rs
@@ -14,7 +14,7 @@
 
 use std::hash::BuildHasher;
 use std::ops::{Deref, DerefMut};
-use std::sync::LazyLock;
+use std::sync::{Arc, LazyLock};
 
 use anyhow::anyhow;
 use futures_async_stream::try_stream;
@@ -30,6 +30,7 @@ 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;
@@ -105,7 +106,7 @@ 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 {
@@ -116,6 +117,7 @@ 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/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/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 21ec9de730228..61f62fbc7e000 100644
--- a/src/compute/src/server.rs
+++ b/src/compute/src/server.rs
@@ -17,7 +17,8 @@ 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;
@@ -177,6 +178,7 @@ 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(
@@ -348,6 +350,7 @@ pub async fn compute_node_serve(
         client_pool,
         dml_mgr.clone(),
         source_metrics.clone(),
+        batch_spill_metrics.clone(),
         config.server.metrics_level,
     );
 
diff --git a/src/connector/src/sink/formatter/mod.rs b/src/connector/src/sink/formatter/mod.rs
index 6239a55d862f4..4628a925da98d 100644
--- a/src/connector/src/sink/formatter/mod.rs
+++ b/src/connector/src/sink/formatter/mod.rs
@@ -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/frontend/src/handler/create_sink.rs b/src/frontend/src/handler/create_sink.rs
index 2801de351960e..428adf4e65a5d 100644
--- a/src/frontend/src/handler/create_sink.rs
+++ b/src/frontend/src/handler/create_sink.rs
@@ -858,7 +858,7 @@ 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/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 7853f97bc9d4a..a400f59cd66b2 100644
--- a/src/frontend/src/session.rs
+++ b/src/frontend/src/session.rs
@@ -35,6 +35,7 @@ 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::{
@@ -147,6 +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,
@@ -226,6 +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(),
@@ -338,6 +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());
@@ -435,6 +441,7 @@ impl FrontendEnv {
                 server_addr: frontend_address,
                 client_pool,
                 frontend_metrics,
+                spill_metrics,
                 sessions_map,
                 batch_config,
                 meta_config,
@@ -531,6 +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/jni_core/src/jvm_runtime.rs b/src/jni_core/src/jvm_runtime.rs
index e596d5664dacb..53818c17e40d8 100644
--- a/src/jni_core/src/jvm_runtime.rs
+++ b/src/jni_core/src/jvm_runtime.rs
@@ -25,7 +25,7 @@ use risingwave_common::util::resource_util::memory::system_memory_available_byte
 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;
@@ -241,3 +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/meta/src/hummock/manager/compaction.rs b/src/meta/src/hummock/manager/compaction.rs
index 7138586f3ed20..e406292edef2f 100644
--- a/src/meta/src/hummock/manager/compaction.rs
+++ b/src/meta/src/hummock/manager/compaction.rs
@@ -310,11 +310,11 @@ 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) =
diff --git a/src/storage/backup/integration_tests/common.sh b/src/storage/backup/integration_tests/common.sh
index 68f37e5d67249..d28ab1b9a9827 100644
--- a/src/storage/backup/integration_tests/common.sh
+++ b/src/storage/backup/integration_tests/common.sh
@@ -173,13 +173,13 @@ function get_total_sst_count() {
 }
 
 function get_max_committed_epoch_in_backup() {
-  sed_str="s/.*\"state_table_info\":{\"[[:digit:]]*\":{\"committedEpoch\":\"\([[:digit:]]*\)\",\"safeEpoch\":\"\([[:digit:]]*\)\"}.*/\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() {
-  sed_str="s/.*\"state_table_info\":{\"[[:digit:]]*\":{\"committedEpoch\":\"\([[:digit:]]*\)\",\"safeEpoch\":\"\([[:digit:]]*\)\"}.*/\2/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/src/table/batch_table/storage_table.rs b/src/storage/src/table/batch_table/storage_table.rs
index 795668dfe8b1b..7dc697d84a136 100644
--- a/src/storage/src/table/batch_table/storage_table.rs
+++ b/src/storage/src/table/batch_table/storage_table.rs
@@ -24,7 +24,8 @@ 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};
@@ -626,6 +627,75 @@ 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 +774,34 @@ 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.
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());
+    }
+}