diff --git a/.github/workflows/auto_approve.yml b/.github/workflows/auto_approve.yml
index 632aa9bfb765..e968840cfbc8 100644
--- a/.github/workflows/auto_approve.yml
+++ b/.github/workflows/auto_approve.yml
@@ -26,7 +26,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@v0.6.0
         with:
-          pixi-version: v0.20.0
+          pixi-version: v0.23.0
 
       - name: Wait a few seconds
         run: |
diff --git a/.github/workflows/auto_release_crates.yml b/.github/workflows/auto_release_crates.yml
index 131f013d1e29..3c4a59164bc3 100644
--- a/.github/workflows/auto_release_crates.yml
+++ b/.github/workflows/auto_release_crates.yml
@@ -26,7 +26,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@v0.6.0
         with:
-          pixi-version: v0.20.0
+          pixi-version: v0.23.0
 
       - name: Update crate versions
         run: pixi run python scripts/ci/crates.py version --bump prerelease
diff --git a/.github/workflows/checkboxes.yml b/.github/workflows/checkboxes.yml
index 60ebeb6636f4..47a2197efe85 100644
--- a/.github/workflows/checkboxes.yml
+++ b/.github/workflows/checkboxes.yml
@@ -34,7 +34,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@v0.6.0
         with:
-          pixi-version: v0.20.0
+          pixi-version: v0.23.0
 
       - name: Check PR checkboxes
         run: |
diff --git a/.github/workflows/contrib_checks.yml b/.github/workflows/contrib_checks.yml
index e1228494febe..a94fe24a51b2 100644
--- a/.github/workflows/contrib_checks.yml
+++ b/.github/workflows/contrib_checks.yml
@@ -47,7 +47,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@v0.6.0
         with:
-          pixi-version: v0.20.0
+          pixi-version: v0.23.0
 
       - name: Python format check
         run: pixi run py-fmt-check
@@ -88,7 +88,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@v0.6.0
         with:
-          pixi-version: v0.20.0
+          pixi-version: v0.23.0
 
       - name: Codegen check
         run: pixi run codegen --force --check
@@ -101,7 +101,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@v0.6.0
         with:
-          pixi-version: v0.20.0
+          pixi-version: v0.23.0
 
       - name: Rust checks & tests
         run: pixi run rs-check --skip individual_crates
@@ -114,7 +114,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@v0.6.0
         with:
-          pixi-version: v0.20.0
+          pixi-version: v0.23.0
 
       - name: Rerun lints
         run: pixi run lint-rerun
@@ -159,7 +159,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@v0.6.0
         with:
-          pixi-version: v0.20.0
+          pixi-version: v0.23.0
           environments: cpp
 
       # TODO(emilk): make this work somehow. Right now this just results in
diff --git a/.github/workflows/contrib_rerun_py.yml b/.github/workflows/contrib_rerun_py.yml
index 54783fdc46f0..eeae5d4f3bd5 100644
--- a/.github/workflows/contrib_rerun_py.yml
+++ b/.github/workflows/contrib_rerun_py.yml
@@ -53,7 +53,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@v0.6.0
         with:
-          pixi-version: v0.20.0
+          pixi-version: v0.23.0
           environments: wheel-test
 
       - name: Run Python unit-tests
diff --git a/.github/workflows/on_pull_request_target_contrib.yml b/.github/workflows/on_pull_request_target_contrib.yml
index 3bf85853ac6b..dd02523ce0b9 100644
--- a/.github/workflows/on_pull_request_target_contrib.yml
+++ b/.github/workflows/on_pull_request_target_contrib.yml
@@ -29,7 +29,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@v0.6.0
         with:
-          pixi-version: v0.20.0
+          pixi-version: v0.23.0
 
       - name: Update PR description
         run: |
diff --git a/.github/workflows/on_push_docs.yml b/.github/workflows/on_push_docs.yml
index 4d58c6a22cc5..1bbd6423f9e6 100644
--- a/.github/workflows/on_push_docs.yml
+++ b/.github/workflows/on_push_docs.yml
@@ -32,7 +32,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@v0.6.0
         with:
-          pixi-version: v0.20.0
+          pixi-version: v0.23.0
 
       - name: Get version
         id: versioning
@@ -57,7 +57,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@v0.6.0
         with:
-          pixi-version: v0.20.0
+          pixi-version: v0.23.0
 
       - name: Install rerun-sdk
         run: |
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 3c1152788c1f..8e0877ebd739 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -84,7 +84,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@v0.6.0
         with:
-          pixi-version: v0.20.0
+          pixi-version: v0.23.0
 
       - name: Update crate versions
         id: versioning
@@ -383,7 +383,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@v0.6.0
         with:
-          pixi-version: v0.20.0
+          pixi-version: v0.23.0
 
       - name: Commit new version
         run: |
diff --git a/.github/workflows/reusable_build_and_upload_rerun_cli.yml b/.github/workflows/reusable_build_and_upload_rerun_cli.yml
index 0bd2e54a119f..778d33ac4e6d 100644
--- a/.github/workflows/reusable_build_and_upload_rerun_cli.yml
+++ b/.github/workflows/reusable_build_and_upload_rerun_cli.yml
@@ -164,7 +164,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@v0.6.0
         with:
-          pixi-version: v0.20.0
+          pixi-version: v0.23.0
 
       - name: Build web-viewer (release)
         run: pixi run rerun-build-web-release
diff --git a/.github/workflows/reusable_build_and_upload_wheels.yml b/.github/workflows/reusable_build_and_upload_wheels.yml
index fb13ed486573..5b7f4bf1799e 100644
--- a/.github/workflows/reusable_build_and_upload_wheels.yml
+++ b/.github/workflows/reusable_build_and_upload_wheels.yml
@@ -189,7 +189,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@v0.6.0
         with:
-          pixi-version: v0.20.0
+          pixi-version: v0.23.0
 
       - name: Get sha
         id: get-sha
diff --git a/.github/workflows/reusable_build_examples.yml b/.github/workflows/reusable_build_examples.yml
index 45bdb9549437..b72f2e62c878 100644
--- a/.github/workflows/reusable_build_examples.yml
+++ b/.github/workflows/reusable_build_examples.yml
@@ -64,7 +64,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@v0.6.0
         with:
-          pixi-version: v0.20.0
+          pixi-version: v0.23.0
           environments: wheel-test
 
       - name: Download Wheel
diff --git a/.github/workflows/reusable_build_js.yml b/.github/workflows/reusable_build_js.yml
index ecdbc65c79e7..e0dac2de76e3 100644
--- a/.github/workflows/reusable_build_js.yml
+++ b/.github/workflows/reusable_build_js.yml
@@ -66,7 +66,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@v0.6.0
         with:
-          pixi-version: v0.20.0
+          pixi-version: v0.23.0
 
       - name: Install yarn dependencies
         run: pixi run yarn --cwd rerun_js install
diff --git a/.github/workflows/reusable_build_web.yml b/.github/workflows/reusable_build_web.yml
index e3143bfdfbb1..4178acaa469f 100644
--- a/.github/workflows/reusable_build_web.yml
+++ b/.github/workflows/reusable_build_web.yml
@@ -66,7 +66,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@v0.6.0
         with:
-          pixi-version: v0.20.0
+          pixi-version: v0.23.0
 
       - name: Build web-viewer (release)
         run: |
diff --git a/.github/workflows/reusable_checks.yml b/.github/workflows/reusable_checks.yml
index 316c2e440d82..079ea0a34c3f 100644
--- a/.github/workflows/reusable_checks.yml
+++ b/.github/workflows/reusable_checks.yml
@@ -86,7 +86,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@v0.6.0
         with:
-          pixi-version: v0.20.0
+          pixi-version: v0.23.0
 
       - name: Codegen check
         run: pixi run codegen --force --check
@@ -103,7 +103,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@v0.6.0
         with:
-          pixi-version: v0.20.0
+          pixi-version: v0.23.0
 
       - name: Set up Python
         uses: actions/setup-python@v5
@@ -142,7 +142,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@v0.6.0
         with:
-          pixi-version: v0.20.0
+          pixi-version: v0.23.0
 
       - name: Run linter
         run: |
@@ -178,7 +178,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@v0.6.0
         with:
-          pixi-version: v0.20.0
+          pixi-version: v0.23.0
 
       - name: prettier --check
         run: pixi run misc-fmt-check
diff --git a/.github/workflows/reusable_checks_cpp.yml b/.github/workflows/reusable_checks_cpp.yml
index f0b70a7fb4ae..6e9ef1fc5124 100644
--- a/.github/workflows/reusable_checks_cpp.yml
+++ b/.github/workflows/reusable_checks_cpp.yml
@@ -68,7 +68,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@v0.6.0
         with:
-          pixi-version: v0.20.0
+          pixi-version: v0.23.0
           environments: cpp
 
       - name: Set up Rust
diff --git a/.github/workflows/reusable_checks_python.yml b/.github/workflows/reusable_checks_python.yml
index b0c9e4a84863..19ac41afddf1 100644
--- a/.github/workflows/reusable_checks_python.yml
+++ b/.github/workflows/reusable_checks_python.yml
@@ -35,7 +35,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@v0.6.0
         with:
-          pixi-version: v0.20.0
+          pixi-version: v0.23.0
 
       - name: Python format check
         run: pixi run py-fmt-check
diff --git a/.github/workflows/reusable_checks_rust.yml b/.github/workflows/reusable_checks_rust.yml
index 9a158a32f0cb..573befb8be02 100644
--- a/.github/workflows/reusable_checks_rust.yml
+++ b/.github/workflows/reusable_checks_rust.yml
@@ -63,7 +63,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@v0.6.0
         with:
-          pixi-version: v0.20.0
+          pixi-version: v0.23.0
 
       - name: Rust checks & tests
         if: ${{ inputs.CHANNEL == 'pr' }}
diff --git a/.github/workflows/reusable_deploy_docs.yml b/.github/workflows/reusable_deploy_docs.yml
index 61ebcd9163c7..82334495b754 100644
--- a/.github/workflows/reusable_deploy_docs.yml
+++ b/.github/workflows/reusable_deploy_docs.yml
@@ -203,7 +203,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@v0.6.0
         with:
-          pixi-version: v0.20.0
+          pixi-version: v0.23.0
 
       - name: Doxygen C++ docs
         run: pixi run cpp-docs
diff --git a/.github/workflows/reusable_pr_summary.yml b/.github/workflows/reusable_pr_summary.yml
index fb1b1ae994ee..db5756f94c26 100644
--- a/.github/workflows/reusable_pr_summary.yml
+++ b/.github/workflows/reusable_pr_summary.yml
@@ -37,7 +37,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@v0.6.0
         with:
-          pixi-version: v0.20.0
+          pixi-version: v0.23.0
 
       - id: "auth"
         uses: google-github-actions/auth@v2
diff --git a/.github/workflows/reusable_publish_js.yml b/.github/workflows/reusable_publish_js.yml
index a32925520c50..5658350d439b 100644
--- a/.github/workflows/reusable_publish_js.yml
+++ b/.github/workflows/reusable_publish_js.yml
@@ -65,7 +65,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@v0.6.0
         with:
-          pixi-version: v0.20.0
+          pixi-version: v0.23.0
 
       - name: Publish packages
         env:
diff --git a/.github/workflows/reusable_publish_web.yml b/.github/workflows/reusable_publish_web.yml
index dd1446ec7001..2713c8bde3e2 100644
--- a/.github/workflows/reusable_publish_web.yml
+++ b/.github/workflows/reusable_publish_web.yml
@@ -76,7 +76,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@v0.6.0
         with:
-          pixi-version: v0.20.0
+          pixi-version: v0.23.0
           environments: wheel-test
 
       # built by `reusable_build_and_publish_wheels`
diff --git a/.github/workflows/reusable_publish_wheels.yml b/.github/workflows/reusable_publish_wheels.yml
index 2440db9da677..a8d372b94056 100644
--- a/.github/workflows/reusable_publish_wheels.yml
+++ b/.github/workflows/reusable_publish_wheels.yml
@@ -155,7 +155,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@v0.6.0
         with:
-          pixi-version: v0.20.0
+          pixi-version: v0.23.0
 
       - id: "auth"
         uses: google-github-actions/auth@v2
diff --git a/.github/workflows/reusable_release_crates.yml b/.github/workflows/reusable_release_crates.yml
index b1e92da2bacd..563b1547abae 100644
--- a/.github/workflows/reusable_release_crates.yml
+++ b/.github/workflows/reusable_release_crates.yml
@@ -30,7 +30,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@v0.6.0
         with:
-          pixi-version: v0.20.0
+          pixi-version: v0.23.0
 
       - name: Build web-viewer (release)
         run: pixi run rerun-build-web-release
diff --git a/.github/workflows/reusable_run_notebook.yml b/.github/workflows/reusable_run_notebook.yml
index 7871cc0dc155..8b0b1a7627c0 100644
--- a/.github/workflows/reusable_run_notebook.yml
+++ b/.github/workflows/reusable_run_notebook.yml
@@ -39,7 +39,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@v0.6.0
         with:
-          pixi-version: v0.20.0
+          pixi-version: v0.23.0
           environments: wheel-test
 
       - name: Download Wheel
diff --git a/.github/workflows/reusable_sync_release_assets.yml b/.github/workflows/reusable_sync_release_assets.yml
index ccca340b830b..a4f6d091a089 100644
--- a/.github/workflows/reusable_sync_release_assets.yml
+++ b/.github/workflows/reusable_sync_release_assets.yml
@@ -41,7 +41,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@v0.6.0
         with:
-          pixi-version: v0.20.0
+          pixi-version: v0.23.0
 
       - id: "auth"
         uses: google-github-actions/auth@v2
diff --git a/.github/workflows/reusable_test_wheels.yml b/.github/workflows/reusable_test_wheels.yml
index 4318f20c2c97..917470dd92a0 100644
--- a/.github/workflows/reusable_test_wheels.yml
+++ b/.github/workflows/reusable_test_wheels.yml
@@ -147,7 +147,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@v0.6.0
         with:
-          pixi-version: v0.20.0
+          pixi-version: v0.23.0
           environments: wheel-test
 
       - name: Download Wheel
diff --git a/.github/workflows/reusable_update_pr_body.yml b/.github/workflows/reusable_update_pr_body.yml
index 0b1913ba057d..38b6bc3d13b2 100644
--- a/.github/workflows/reusable_update_pr_body.yml
+++ b/.github/workflows/reusable_update_pr_body.yml
@@ -37,7 +37,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@v0.6.0
         with:
-          pixi-version: v0.20.0
+          pixi-version: v0.23.0
 
       - name: Update PR description
         run: |
diff --git a/examples/python/README.md b/examples/python/README.md
index e0302b57c2b0..14c3fa4dbd55 100644
--- a/examples/python/README.md
+++ b/examples/python/README.md
@@ -47,21 +47,24 @@ NOTE: `.rrd` files do not yet guarantee any backwards or forwards compatibility.
 
 The Rerun project makes extensive use of [pixi](https://pixi.sh/latest/) for various developer tasks, and Pixi can be used to run examples as well. For this, you need to install Pixi as per the installation instructions on their website.
 
-Then, install a suitable version of the Rerun SDK in the Pixi environment. For the Rerun examples, the `examples` environment must be used, which is why the following commands all include `-e examples`.
+The Pixi environment `examples-pypi` will use the published Rerun SDK package from PyPI.
 
-For the released version of the SDK, use:
+To use this environment, specify it when running the example:
 ```shell
-pixi run -e examples pip install rerun-sdk==0.15.1
+pixi run -e examples-pypi minimal
 ```
 
-**Note**: as explained above, the repository checkout tag must match the installed version.
+### Running examples with Pixi from source
 
-Alternatively, you can build Rerun from source (requires a Rust installation):
+Alternatively, you can build Rerun from source, and install it in the Pixi environment. Note that this requires a rust
+toolchain to be installed on your system.
+
+Before running the example, make sure the source build is up-to-date:
 ```shell
 pixi run -e examples py-build
 ```
 
-Then, you can run examples with the following command:
+Now you can run the example with the source build:
 ```shell
 pixi run -e examples minimal
 ```
diff --git a/examples/python/_empty_rerun_sdk/README.md b/examples/python/_empty_rerun_sdk/README.md
deleted file mode 100644
index 92c4bb6428ea..000000000000
--- a/examples/python/_empty_rerun_sdk/README.md
+++ /dev/null
@@ -1,5 +0,0 @@
-## "Fake" `rerun-sdk` package
-
-This is fake, empty `rerun-sdk` package used as a (default) dependency in our `pixi.toml`.
-
-TODO(ab): cleanup when Pixi fixes https://github.com/prefix-dev/pixi/issues/1233
diff --git a/examples/python/_empty_rerun_sdk/empty_rerun_sdk.py b/examples/python/_empty_rerun_sdk/empty_rerun_sdk.py
deleted file mode 100644
index 28f314793105..000000000000
--- a/examples/python/_empty_rerun_sdk/empty_rerun_sdk.py
+++ /dev/null
@@ -1,3 +0,0 @@
-from __future__ import annotations
-
-print("run `pixi run py-build`")
diff --git a/examples/python/_empty_rerun_sdk/pyproject.toml b/examples/python/_empty_rerun_sdk/pyproject.toml
deleted file mode 100644
index f4eb278396bd..000000000000
--- a/examples/python/_empty_rerun_sdk/pyproject.toml
+++ /dev/null
@@ -1,13 +0,0 @@
-[build-system]
-requires = ["hatchling"]
-build-backend = "hatchling.build"
-
-[project]
-name = "rerun-sdk"
-version = "0.10.0"
-
-[tool.hatch.build.targets.wheel]
-packages = ["empty_rerun_sdk.py"]
-
-[tool.rerun-example]
-skip = true
diff --git a/pixi.lock b/pixi.lock
index 30182f6e7c8b..cb4e07a8f7be 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -1,122 +1,123 @@
-version: 4
+version: 5
 environments:
   cpp:
     channels:
     - url: https://conda.anaconda.org/conda-forge/
+    indexes:
+    - https://pypi.org/simple
     packages:
       linux-64:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/aiohttp-3.9.3-py311h459d7ec_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/aiohttp-3.9.5-py311h459d7ec_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/aiosignal-1.3.1-pyhd8ed1ab_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/attrs-23.2.0-pyh71513ae_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/aws-c-auth-0.7.16-h79b3bcb_6.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/aws-c-cal-0.6.10-hb29e0c7_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/aws-c-common-0.9.13-hd590300_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/aws-c-compression-0.2.18-hecc5fa9_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/aws-c-event-stream-0.4.2-hf9b2f7b_4.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/aws-c-http-0.8.1-h5d7533a_5.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/aws-c-io-0.14.5-h50678d4_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/aws-c-mqtt-0.10.2-hf479d2b_4.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/aws-c-s3-0.5.2-h4ad9680_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/aws-c-sdkutils-0.1.15-hecc5fa9_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/aws-checksums-0.1.18-hecc5fa9_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/aws-crt-cpp-0.26.2-h19f5d62_7.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/aws-sdk-cpp-1.11.267-h5606698_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/aws-c-auth-0.7.22-h96bc93b_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/aws-c-cal-0.6.14-h88a6e22_1.conda
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   license: Apache-2.0
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   license: Apache-2.0
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-  name: libblas
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-  build: 18_osx64_openblas
-  build_number: 18
-  subdir: osx-64
-  url: https://conda.anaconda.org/conda-forge/osx-64/libblas-3.9.0-18_osx64_openblas.conda
-  sha256: 6df6e9c008a1a68493c8c394e6dcdd51cfeb7e51f91c0699a596f62f4d9d8995
-  md5: 6461cded280f7a46ebef0f1b687d4883
-  depends:
-  - libopenblas >=0.3.24,<1.0a0
-  constrains:
-  - blas * openblas
-  - libcblas 3.9.0 18_osx64_openblas
-  - liblapacke 3.9.0 18_osx64_openblas
-  - liblapack 3.9.0 18_osx64_openblas
-  arch: x86_64
-  platform: osx
-  license: BSD-3-Clause
-  license_family: BSD
-  size: 14765
-  timestamp: 1693951714123
-- kind: conda
-  name: libblas
-  version: 3.9.0
-  build: 18_osxarm64_openblas
-  build_number: 18
-  subdir: osx-arm64
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/libblas-3.9.0-18_osxarm64_openblas.conda
-  sha256: efef2710d5309124e200dccb883cdd66531f3f4dcb4af2eb4b7b1e5cf1bac57d
-  md5: 928d0c0b57e342a8629f5f5e001ee0d0
-  depends:
-  - libopenblas >=0.3.24,<1.0a0
-  constrains:
-  - liblapack 3.9.0 18_osxarm64_openblas
-  - liblapacke 3.9.0 18_osxarm64_openblas
-  - blas * openblas
-  - libcblas 3.9.0 18_osxarm64_openblas
-  arch: aarch64
-  platform: osx
-  license: BSD-3-Clause
-  license_family: BSD
-  size: 14859
-  timestamp: 1693951888126
-- kind: conda
-  name: libblas
-  version: 3.9.0
-  build: 18_win64_mkl
-  build_number: 18
-  subdir: win-64
-  url: https://conda.anaconda.org/conda-forge/win-64/libblas-3.9.0-18_win64_mkl.conda
-  sha256: 5aef8d69197108f3c320a5d4ad4d19ab9c809cdbbf731c7ab988c227de42d6b5
-  md5: b241da5b7a888f72bb3c3e82747334f4
-  depends:
-  - mkl ==2022.1.0 h6a75c08_874
-  constrains:
-  - liblapacke 3.9.0 18_win64_mkl
-  - blas * mkl
-  - libcblas 3.9.0 18_win64_mkl
-  - liblapack 3.9.0 18_win64_mkl
-  arch: x86_64
-  platform: win
-  license: BSD-3-Clause
-  license_family: BSD
-  size: 3656012
-  timestamp: 1693952074690
-- kind: conda
-  name: libblas
-  version: 3.9.0
-  build: 21_linux64_openblas
-  build_number: 21
-  subdir: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/libblas-3.9.0-21_linux64_openblas.conda
-  sha256: ebd5c91f029f779fb88a1fcbd1e499559a9c258e3674ff58a2fbb4e375ae56d9
-  md5: 0ac9f44fc096772b0aa092119b00c3ca
-  depends:
-  - libopenblas >=0.3.26,<0.3.27.0a0
-  - libopenblas >=0.3.26,<1.0a0
-  constrains:
-  - liblapacke 3.9.0 21_linux64_openblas
-  - blas * openblas
-  - libcblas 3.9.0 21_linux64_openblas
-  - liblapack 3.9.0 21_linux64_openblas
-  license: BSD-3-Clause
-  license_family: BSD
-  size: 14691
-  timestamp: 1705979549006
+  purls: []
+  size: 458994
+  timestamp: 1716497254757
 - kind: conda
-  name: libblas
-  version: 3.9.0
-  build: 21_linuxaarch64_openblas
-  build_number: 21
+  name: libarrow-substrait
+  version: 14.0.2
+  build: h848f5c6_24_cpu
+  build_number: 24
   subdir: linux-aarch64
-  url: https://conda.anaconda.org/conda-forge/linux-aarch64/libblas-3.9.0-21_linuxaarch64_openblas.conda
-  sha256: 5d1dcfc2ef54ce415ffabc8e2d94d10f8a24e10096193da24b0b62dbfe35bf32
-  md5: 7358230781e5d6e76e6adacf5201bcdf
+  url: https://conda.anaconda.org/conda-forge/linux-aarch64/libarrow-substrait-14.0.2-h848f5c6_24_cpu.conda
+  sha256: bbded46271f049991d26f773516be836afa427a8ae6e0f4a1a23217a61a667be
+  md5: 738af7b1ae809fa3771ddc32949aac5e
   depends:
-  - libopenblas >=0.3.26,<0.3.27.0a0
-  - libopenblas >=0.3.26,<1.0a0
-  constrains:
-  - liblapacke 3.9.0 21_linuxaarch64_openblas
-  - liblapack 3.9.0 21_linuxaarch64_openblas
-  - blas * openblas
-  - libcblas 3.9.0 21_linuxaarch64_openblas
-  license: BSD-3-Clause
-  license_family: BSD
-  size: 14650
-  timestamp: 1705979384501
+  - gflags >=2.2.2,<2.3.0a0
+  - libarrow 14.0.2 ha197d68_24_cpu
+  - libarrow-acero 14.0.2 h8b12148_24_cpu
+  - libarrow-dataset 14.0.2 h8b12148_24_cpu
+  - libgcc-ng >=13
+  - libprotobuf >=4.25.3,<4.25.4.0a0
+  - libstdcxx-ng >=13
+  license: Apache-2.0
+  license_family: APACHE
+  purls: []
+  size: 511873
+  timestamp: 1716496920745
 - kind: conda
-  name: libblas
-  version: 3.9.0
-  build: 21_osx64_openblas
-  build_number: 21
-  subdir: osx-64
-  url: https://conda.anaconda.org/conda-forge/osx-64/libblas-3.9.0-21_osx64_openblas.conda
-  sha256: 5381eab20f4793996cf22e58461ea8a3a4dff1442bb45663b5920f2d26288688
-  md5: 23286066c595986aa0df6452a8416c08
+  name: libarrow-substrait
+  version: 14.0.2
+  build: he4f5ca8_24_cpu
+  build_number: 24
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/libarrow-substrait-14.0.2-he4f5ca8_24_cpu.conda
+  sha256: 33b9be91e9ee14362447b3d3b2de9315ea30f3caefd28961ddc986d40deb15f5
+  md5: b589cf66fce1384b874bb425d56935f5
   depends:
-  - libopenblas >=0.3.26,<0.3.27.0a0
-  - libopenblas >=0.3.26,<1.0a0
-  constrains:
-  - libcblas 3.9.0 21_osx64_openblas
-  - liblapacke 3.9.0 21_osx64_openblas
-  - blas * openblas
-  - liblapack 3.9.0 21_osx64_openblas
-  license: BSD-3-Clause
-  license_family: BSD
-  size: 14822
-  timestamp: 1705979699547
+  - gflags >=2.2.2,<2.3.0a0
+  - libarrow 14.0.2 hcb6531f_24_cpu
+  - libarrow-acero 14.0.2 hbabe93e_24_cpu
+  - libarrow-dataset 14.0.2 hbabe93e_24_cpu
+  - libgcc-ng >=12
+  - libprotobuf >=4.25.3,<4.25.4.0a0
+  - libstdcxx-ng >=12
+  license: Apache-2.0
+  license_family: APACHE
+  purls: []
+  size: 520923
+  timestamp: 1716496685902
 - kind: conda
-  name: libblas
-  version: 3.9.0
-  build: 21_osxarm64_openblas
-  build_number: 21
+  name: libarrow-substrait
+  version: 14.0.2
+  build: hfe31399_24_cpu
+  build_number: 24
   subdir: osx-arm64
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/libblas-3.9.0-21_osxarm64_openblas.conda
-  sha256: 9a553af92af9f241457f4d14eabb872bc341cd0ddea1da6e7939e9c6a7ee1a25
-  md5: b3804f4af39eca9d77360b12811e6d1d
-  depends:
-  - libopenblas >=0.3.26,<0.3.27.0a0
-  - libopenblas >=0.3.26,<1.0a0
-  constrains:
-  - libcblas 3.9.0 21_osxarm64_openblas
-  - liblapack 3.9.0 21_osxarm64_openblas
-  - blas * openblas
-  - liblapacke 3.9.0 21_osxarm64_openblas
-  license: BSD-3-Clause
-  license_family: BSD
-  size: 14915
-  timestamp: 1705980172730
-- kind: conda
-  name: libblas
-  version: 3.9.0
-  build: 21_win64_mkl
-  build_number: 21
-  subdir: win-64
-  url: https://conda.anaconda.org/conda-forge/win-64/libblas-3.9.0-21_win64_mkl.conda
-  sha256: ad47053cee17802df875203aba191b04d97a50d820dbf75a114a50972c517334
-  md5: ebba3846d11201fe54277e4965ba5250
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/libarrow-substrait-14.0.2-hfe31399_24_cpu.conda
+  sha256: 558cb9a2b5fca2600e850aaccbe0dfa0a1baabe8222458ac96e3545fae616a1d
+  md5: cbfe23c3fa365ce9f93b6245a26ea109
   depends:
-  - mkl 2024.0.0 h66d3029_49657
-  constrains:
-  - liblapack 3.9.0 21_win64_mkl
-  - blas * mkl
-  - libcblas 3.9.0 21_win64_mkl
-  - liblapacke 3.9.0 21_win64_mkl
-  license: BSD-3-Clause
-  license_family: BSD
-  size: 5017135
-  timestamp: 1705980415163
+  - __osx >=11.0
+  - libarrow 14.0.2 h416b5a9_24_cpu
+  - libarrow-acero 14.0.2 h7f2d090_24_cpu
+  - libarrow-dataset 14.0.2 h7f2d090_24_cpu
+  - libcxx >=14
+  - libprotobuf >=4.25.3,<4.25.4.0a0
+  license: Apache-2.0
+  license_family: APACHE
+  purls: []
+  size: 480020
+  timestamp: 1716497816597
 - kind: conda
   name: libblas
   version: 3.9.0
@@ -13972,6 +10733,7 @@ packages:
   - liblapack 3.9.0 22_linux64_openblas
   license: BSD-3-Clause
   license_family: BSD
+  purls: []
   size: 14537
   timestamp: 1712542250081
 - kind: conda
@@ -13993,6 +10755,7 @@ packages:
   - liblapack 3.9.0 22_linuxaarch64_openblas
   license: BSD-3-Clause
   license_family: BSD
+  purls: []
   size: 14612
   timestamp: 1712542041279
 - kind: conda
@@ -14014,6 +10777,7 @@ packages:
   - liblapack 3.9.0 22_osx64_openblas
   license: BSD-3-Clause
   license_family: BSD
+  purls: []
   size: 14749
   timestamp: 1712542279018
 - kind: conda
@@ -14035,6 +10799,7 @@ packages:
   - libcblas 3.9.0 22_osxarm64_openblas
   license: BSD-3-Clause
   license_family: BSD
+  purls: []
   size: 14824
   timestamp: 1712542396471
 - kind: conda
@@ -14055,6 +10820,7 @@ packages:
   - liblapack 3.9.0 22_win64_mkl
   license: BSD-3-Clause
   license_family: BSD
+  purls: []
   size: 5182602
   timestamp: 1712542984136
 - kind: conda
@@ -14068,6 +10834,7 @@ packages:
   md5: 9e6c31441c9aa24e41ace40d6151aab6
   license: MIT
   license_family: MIT
+  purls: []
   size: 67476
   timestamp: 1695990207321
 - kind: conda
@@ -14083,6 +10850,7 @@ packages:
   - libgcc-ng >=12
   license: MIT
   license_family: MIT
+  purls: []
   size: 69237
   timestamp: 1695990107496
 - kind: conda
@@ -14096,6 +10864,7 @@ packages:
   md5: cd68f024df0304be41d29a9088162b02
   license: MIT
   license_family: MIT
+  purls: []
   size: 68579
   timestamp: 1695990426128
 - kind: conda
@@ -14113,6 +10882,7 @@ packages:
   - vc14_runtime >=14.29.30139
   license: MIT
   license_family: MIT
+  purls: []
   size: 70598
   timestamp: 1695990405143
 - kind: conda
@@ -14128,6 +10898,7 @@ packages:
   - libgcc-ng >=12
   license: MIT
   license_family: MIT
+  purls: []
   size: 69403
   timestamp: 1695990007212
 - kind: conda
@@ -14143,6 +10914,7 @@ packages:
   - libbrotlicommon 1.1.0 h0dc2134_1
   license: MIT
   license_family: MIT
+  purls: []
   size: 30327
   timestamp: 1695990232422
 - kind: conda
@@ -14159,6 +10931,7 @@ packages:
   - libgcc-ng >=12
   license: MIT
   license_family: MIT
+  purls: []
   size: 31926
   timestamp: 1695990123189
 - kind: conda
@@ -14174,6 +10947,7 @@ packages:
   - libbrotlicommon 1.1.0 hb547adb_1
   license: MIT
   license_family: MIT
+  purls: []
   size: 28928
   timestamp: 1695990463780
 - kind: conda
@@ -14192,6 +10966,7 @@ packages:
   - vc14_runtime >=14.29.30139
   license: MIT
   license_family: MIT
+  purls: []
   size: 32788
   timestamp: 1695990443165
 - kind: conda
@@ -14208,6 +10983,7 @@ packages:
   - libgcc-ng >=12
   license: MIT
   license_family: MIT
+  purls: []
   size: 32775
   timestamp: 1695990022788
 - kind: conda
@@ -14223,6 +10999,7 @@ packages:
   - libbrotlicommon 1.1.0 h0dc2134_1
   license: MIT
   license_family: MIT
+  purls: []
   size: 299092
   timestamp: 1695990259225
 - kind: conda
@@ -14239,6 +11016,7 @@ packages:
   - libgcc-ng >=12
   license: MIT
   license_family: MIT
+  purls: []
   size: 290542
   timestamp: 1695990138784
 - kind: conda
@@ -14254,6 +11032,7 @@ packages:
   - libbrotlicommon 1.1.0 hb547adb_1
   license: MIT
   license_family: MIT
+  purls: []
   size: 280943
   timestamp: 1695990509392
 - kind: conda
@@ -14272,6 +11051,7 @@ packages:
   - vc14_runtime >=14.29.30139
   license: MIT
   license_family: MIT
+  purls: []
   size: 246515
   timestamp: 1695990479484
 - kind: conda
@@ -14288,187 +11068,9 @@ packages:
   - libgcc-ng >=12
   license: MIT
   license_family: MIT
+  purls: []
   size: 282523
   timestamp: 1695990038302
-- kind: conda
-  name: libcblas
-  version: 3.9.0
-  build: 18_linux64_openblas
-  build_number: 18
-  subdir: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/libcblas-3.9.0-18_linux64_openblas.conda
-  sha256: b5a3eac5a1e14ad7054a19249afeee6536ab8c9fb6d6ddc26e277f5c3b1acce4
-  md5: 93dd9ab275ad888ed8113953769af78c
-  depends:
-  - libblas ==3.9.0 18_linux64_openblas
-  constrains:
-  - liblapacke 3.9.0 18_linux64_openblas
-  - liblapack 3.9.0 18_linux64_openblas
-  - blas * openblas
-  arch: x86_64
-  platform: linux
-  license: BSD-3-Clause
-  license_family: BSD
-  size: 14455
-  timestamp: 1693951371996
-- kind: conda
-  name: libcblas
-  version: 3.9.0
-  build: 18_osx64_openblas
-  build_number: 18
-  subdir: osx-64
-  url: https://conda.anaconda.org/conda-forge/osx-64/libcblas-3.9.0-18_osx64_openblas.conda
-  sha256: 7e8d8bc42c2c21d75b2121cfee0842bd0cf5500e6306c964bea4a9fafd3abba5
-  md5: b359d4c7d91ff6bf5442604d06538985
-  depends:
-  - libblas ==3.9.0 18_osx64_openblas
-  constrains:
-  - blas * openblas
-  - liblapacke 3.9.0 18_osx64_openblas
-  - liblapack 3.9.0 18_osx64_openblas
-  arch: x86_64
-  platform: osx
-  license: BSD-3-Clause
-  license_family: BSD
-  size: 14699
-  timestamp: 1693951732651
-- kind: conda
-  name: libcblas
-  version: 3.9.0
-  build: 18_osxarm64_openblas
-  build_number: 18
-  subdir: osx-arm64
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/libcblas-3.9.0-18_osxarm64_openblas.conda
-  sha256: d01e63f9b02b3b45283319341662b2fc5e5598019ba3bceb131b0f79c6962ca8
-  md5: ee0108105d7181f1c6f8c4269883ff3b
-  depends:
-  - libblas ==3.9.0 18_osxarm64_openblas
-  constrains:
-  - liblapack 3.9.0 18_osxarm64_openblas
-  - liblapacke 3.9.0 18_osxarm64_openblas
-  - blas * openblas
-  arch: aarch64
-  platform: osx
-  license: BSD-3-Clause
-  license_family: BSD
-  size: 14733
-  timestamp: 1693951904664
-- kind: conda
-  name: libcblas
-  version: 3.9.0
-  build: 18_win64_mkl
-  build_number: 18
-  subdir: win-64
-  url: https://conda.anaconda.org/conda-forge/win-64/libcblas-3.9.0-18_win64_mkl.conda
-  sha256: d5f60ed6508b3889a77caf5ff2b66203714e45ec4eea6e5cdb12fe6e8ef2bbdb
-  md5: fb0b514194c14342a97dfe31a41d60fc
-  depends:
-  - libblas ==3.9.0 18_win64_mkl
-  constrains:
-  - liblapacke 3.9.0 18_win64_mkl
-  - blas * mkl
-  - liblapack 3.9.0 18_win64_mkl
-  arch: x86_64
-  platform: win
-  license: BSD-3-Clause
-  license_family: BSD
-  size: 3655770
-  timestamp: 1693952109193
-- kind: conda
-  name: libcblas
-  version: 3.9.0
-  build: 21_linux64_openblas
-  build_number: 21
-  subdir: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/libcblas-3.9.0-21_linux64_openblas.conda
-  sha256: 467bbfbfe1a1aeb8b1f9f6485eedd8ed1b6318941bf3702da72336ccf4dc25a6
-  md5: 4a3816d06451c4946e2db26b86472cb6
-  depends:
-  - libblas 3.9.0 21_linux64_openblas
-  constrains:
-  - liblapacke 3.9.0 21_linux64_openblas
-  - blas * openblas
-  - liblapack 3.9.0 21_linux64_openblas
-  license: BSD-3-Clause
-  license_family: BSD
-  size: 14614
-  timestamp: 1705979564122
-- kind: conda
-  name: libcblas
-  version: 3.9.0
-  build: 21_linuxaarch64_openblas
-  build_number: 21
-  subdir: linux-aarch64
-  url: https://conda.anaconda.org/conda-forge/linux-aarch64/libcblas-3.9.0-21_linuxaarch64_openblas.conda
-  sha256: 86224669232944141f46b41d0ba18192c7f5af9cc3133fa89694f42701fe89fd
-  md5: 7eb9aa7a90f067f8dbfede586cdc55cd
-  depends:
-  - libblas 3.9.0 21_linuxaarch64_openblas
-  constrains:
-  - liblapacke 3.9.0 21_linuxaarch64_openblas
-  - liblapack 3.9.0 21_linuxaarch64_openblas
-  - blas * openblas
-  license: BSD-3-Clause
-  license_family: BSD
-  size: 14575
-  timestamp: 1705979392590
-- kind: conda
-  name: libcblas
-  version: 3.9.0
-  build: 21_osx64_openblas
-  build_number: 21
-  subdir: osx-64
-  url: https://conda.anaconda.org/conda-forge/osx-64/libcblas-3.9.0-21_osx64_openblas.conda
-  sha256: e2b1455612d4cfb3ac3170f0c538516ebd0b113780ac6603338245354e1b2f02
-  md5: 7a1b54774bad723e8ba01ca48eb301b5
-  depends:
-  - libblas 3.9.0 21_osx64_openblas
-  constrains:
-  - liblapacke 3.9.0 21_osx64_openblas
-  - blas * openblas
-  - liblapack 3.9.0 21_osx64_openblas
-  license: BSD-3-Clause
-  license_family: BSD
-  size: 14715
-  timestamp: 1705979715508
-- kind: conda
-  name: libcblas
-  version: 3.9.0
-  build: 21_osxarm64_openblas
-  build_number: 21
-  subdir: osx-arm64
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/libcblas-3.9.0-21_osxarm64_openblas.conda
-  sha256: 4510e3e4824693c3f80fc54e72d81dd89acaa6e6d68cd948af0870a640ea7eeb
-  md5: 48e9d42c65ce664d8fccef2ac6af853c
-  depends:
-  - libblas 3.9.0 21_osxarm64_openblas
-  constrains:
-  - liblapack 3.9.0 21_osxarm64_openblas
-  - blas * openblas
-  - liblapacke 3.9.0 21_osxarm64_openblas
-  license: BSD-3-Clause
-  license_family: BSD
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   - libgcc-ng >=12
   license: LGPL-2.1-only
+  purls: []
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-- kind: conda
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   - vc14_runtime >=14.29.30139
   license: LGPL-2.1-only
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+  - libgcc-ng >=12
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+  name: libiconv
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+  url: https://conda.anaconda.org/conda-forge/osx-64/libiconv-1.17-hd75f5a5_2.conda
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   license: BSD-3-Clause
   license_family: BSD
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   license: BSD-3-Clause
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   - sphinx-lint ; extra == 'docs'
   - jaraco-tidelift>=1.4 ; extra == 'docs'
-  - pytest>=6 ; extra == 'testing'
+  - pytest!=8.1.*,>=6 ; extra == 'testing'
   - pytest-checkdocs>=2.4 ; extra == 'testing'
   - pytest-cov ; extra == 'testing'
+  - pytest-mypy ; extra == 'testing'
   - pytest-enabler>=2.2 ; extra == 'testing'
   - pytest-ruff>=0.2.1 ; extra == 'testing'
   - jaraco-itertools ; extra == 'testing'
@@ -28221,144 +21410,157 @@ packages:
   - more-itertools ; extra == 'testing'
   - big-o ; extra == 'testing'
   - pytest-ignore-flaky ; extra == 'testing'
-  - pytest-mypy ; platform_python_implementation != 'PyPy' and extra == 'testing'
+  - jaraco-test ; extra == 'testing'
   requires_python: '>=3.8'
 - kind: conda
   name: zlib
   version: 1.2.13
-  build: h31becfc_5
-  build_number: 5
-  subdir: linux-aarch64
-  url: https://conda.anaconda.org/conda-forge/linux-aarch64/zlib-1.2.13-h31becfc_5.conda
-  sha256: aa3e9d46b13d1959faf634f03d929d7dec950dc1b84a8ff109f7f0e3f364b562
-  md5: 96866c7301479abaf8308c50958c71a4
+  build: h4ab18f5_6
+  build_number: 6
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/zlib-1.2.13-h4ab18f5_6.conda
+  sha256: 534824ea44939f3e59ca8ebb95e3ece6f50f9d2a0e69999fbc692311252ed6ac
+  md5: 559d338a4234c2ad6e676f460a093e67
   depends:
   - libgcc-ng >=12
-  - libzlib 1.2.13 h31becfc_5
+  - libzlib 1.2.13 h4ab18f5_6
   license: Zlib
   license_family: Other
-  size: 95842
-  timestamp: 1686575155348
+  purls: []
+  size: 92883
+  timestamp: 1716874088980
 - kind: conda
   name: zlib
   version: 1.2.13
-  build: h53f4e23_5
-  build_number: 5
-  subdir: osx-arm64
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/zlib-1.2.13-h53f4e23_5.conda
-  sha256: de0ee1e24aa6867058d3b852a15c8d7f49f262f5828772700c647186d4a96bbe
-  md5: a08383f223b10b71492d27566fafbf6c
+  build: h68df207_6
+  build_number: 6
+  subdir: linux-aarch64
+  url: https://conda.anaconda.org/conda-forge/linux-aarch64/zlib-1.2.13-h68df207_6.conda
+  sha256: 67d2e05bb76308ad2e6d8bd27d54e5f8d866d7900826a13f22b66ecacce02fed
+  md5: 11012f81be8e7dae8495df7ec17c0cc5
   depends:
-  - libzlib 1.2.13 h53f4e23_5
+  - libgcc-ng >=12
+  - libzlib 1.2.13 h68df207_6
   license: Zlib
   license_family: Other
-  size: 79577
-  timestamp: 1686575471024
+  purls: []
+  size: 95937
+  timestamp: 1716874085408
 - kind: conda
   name: zlib
   version: 1.2.13
-  build: h8a1eda9_5
-  build_number: 5
+  build: h87427d6_6
+  build_number: 6
   subdir: osx-64
-  url: https://conda.anaconda.org/conda-forge/osx-64/zlib-1.2.13-h8a1eda9_5.conda
-  sha256: d1f4c82fd7bd240a78ce8905e931e68dca5f523c7da237b6b63c87d5625c5b35
-  md5: 75a8a98b1c4671c5d2897975731da42d
+  url: https://conda.anaconda.org/conda-forge/osx-64/zlib-1.2.13-h87427d6_6.conda
+  sha256: 3091d48a579c08ba20885bc8856def925e9dee9d1a7d8713e3ce002eb29fcd19
+  md5: 700b922d6d22e7deb5fb2964d0c8cf6a
   depends:
-  - libzlib 1.2.13 h8a1eda9_5
+  - __osx >=10.13
+  - libzlib 1.2.13 h87427d6_6
   license: Zlib
   license_family: Other
-  size: 90764
-  timestamp: 1686575574678
+  purls: []
+  size: 88732
+  timestamp: 1716874218187
 - kind: conda
   name: zlib
   version: 1.2.13
-  build: hd590300_5
-  build_number: 5
-  subdir: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/zlib-1.2.13-hd590300_5.conda
-  sha256: 9887a04d7e7cb14bd2b52fa01858f05a6d7f002c890f618d9fcd864adbfecb1b
-  md5: 68c34ec6149623be41a1933ab996a209
+  build: hfb2fe0b_6
+  build_number: 6
+  subdir: osx-arm64
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/zlib-1.2.13-hfb2fe0b_6.conda
+  sha256: c09c9cb6de86d87b9267a6331c74cc8fb05bae5ee7749070a5e8883c3eff5424
+  md5: 88cf27df3eff5813734b538461f4c8cf
   depends:
-  - libgcc-ng >=12
-  - libzlib 1.2.13 hd590300_5
+  - __osx >=11.0
+  - libzlib 1.2.13 hfb2fe0b_6
   license: Zlib
   license_family: Other
-  size: 92825
-  timestamp: 1686575231103
-- kind: conda
-  name: zstd
-  version: 1.5.5
-  build: h12be248_0
-  subdir: win-64
-  url: https://conda.anaconda.org/conda-forge/win-64/zstd-1.5.5-h12be248_0.conda
-  sha256: d540dd56c5ec772b60e4ce7d45f67f01c6614942225885911964ea1e70bb99e3
-  md5: 792bb5da68bf0a6cac6a6072ecb8dbeb
-  depends:
-  - libzlib >=1.2.13,<1.3.0a0
-  - ucrt >=10.0.20348.0
-  - vc >=14.2,<15
-  - vc14_runtime >=14.29.30139
-  license: BSD-3-Clause
-  license_family: BSD
-  size: 343428
-  timestamp: 1693151615801
+  purls: []
+  size: 78193
+  timestamp: 1716874169064
 - kind: conda
   name: zstd
-  version: 1.5.5
-  build: h4c53e97_0
+  version: 1.5.6
+  build: h02f22dd_0
   subdir: linux-aarch64
-  url: https://conda.anaconda.org/conda-forge/linux-aarch64/zstd-1.5.5-h4c53e97_0.conda
-  sha256: d1e070029e9d07a3f25e6ed082d507b0f3cff1b109dd18d0b091a5c7b86dd07b
-  md5: b74eb9dbb5c3c15cb3cee7cbdf198c75
+  url: https://conda.anaconda.org/conda-forge/linux-aarch64/zstd-1.5.6-h02f22dd_0.conda
+  sha256: 484f9d0722c77685ae379fbff3ccd662af9ead7e59eb39cd6d0c677cdf25ff6c
+  md5: be8d5f8cf21aed237b8b182ea86b3dd6
   depends:
   - libgcc-ng >=12
   - libstdcxx-ng >=12
-  - libzlib >=1.2.13,<1.3.0a0
+  - libzlib >=1.2.13,<2.0.0a0
   license: BSD-3-Clause
   license_family: BSD
-  size: 528989
-  timestamp: 1693151197934
+  purls: []
+  size: 539937
+  timestamp: 1714723130243
 - kind: conda
   name: zstd
-  version: 1.5.5
-  build: h4f39d0f_0
-  subdir: osx-arm64
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/zstd-1.5.5-h4f39d0f_0.conda
-  sha256: 7e1fe6057628bbb56849a6741455bbb88705bae6d6646257e57904ac5ee5a481
-  md5: 5b212cfb7f9d71d603ad891879dc7933
+  version: 1.5.6
+  build: h0ea2cb4_0
+  subdir: win-64
+  url: https://conda.anaconda.org/conda-forge/win-64/zstd-1.5.6-h0ea2cb4_0.conda
+  sha256: 768e30dc513568491818fb068ee867c57c514b553915536da09e5d10b4ebf3c3
+  md5: 9a17230f95733c04dc40a2b1e5491d74
   depends:
-  - libzlib >=1.2.13,<1.3.0a0
+  - libzlib >=1.2.13,<2.0.0a0
+  - ucrt >=10.0.20348.0
+  - vc >=14.2,<15
+  - vc14_runtime >=14.29.30139
   license: BSD-3-Clause
   license_family: BSD
-  size: 400508
-  timestamp: 1693151393180
+  purls: []
+  size: 349143
+  timestamp: 1714723445995
 - kind: conda
   name: zstd
-  version: 1.5.5
-  build: h829000d_0
+  version: 1.5.6
+  build: h915ae27_0
   subdir: osx-64
-  url: https://conda.anaconda.org/conda-forge/osx-64/zstd-1.5.5-h829000d_0.conda
-  sha256: d54e31d3d8de5e254c0804abd984807b8ae5cd3708d758a8bf1adff1f5df166c
-  md5: 80abc41d0c48b82fe0f04e7f42f5cb7e
+  url: https://conda.anaconda.org/conda-forge/osx-64/zstd-1.5.6-h915ae27_0.conda
+  sha256: efa04a98cb149643fa54c4dad5a0179e36a5fbc88427ea0eec88ceed87fd0f96
+  md5: 4cb2cd56f039b129bb0e491c1164167e
   depends:
-  - libzlib >=1.2.13,<1.3.0a0
+  - __osx >=10.9
+  - libzlib >=1.2.13,<2.0.0a0
   license: BSD-3-Clause
   license_family: BSD
-  size: 499383
-  timestamp: 1693151312586
+  purls: []
+  size: 498900
+  timestamp: 1714723303098
 - kind: conda
   name: zstd
-  version: 1.5.5
-  build: hfc55251_0
+  version: 1.5.6
+  build: ha6fb4c9_0
   subdir: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.5-hfc55251_0.conda
-  sha256: 607cbeb1a533be98ba96cf5cdf0ddbb101c78019f1fda063261871dad6248609
-  md5: 04b88013080254850d6c01ed54810589
+  url: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.6-ha6fb4c9_0.conda
+  sha256: c558b9cc01d9c1444031bd1ce4b9cff86f9085765f17627a6cd85fc623c8a02b
+  md5: 4d056880988120e29d75bfff282e0f45
   depends:
   - libgcc-ng >=12
   - libstdcxx-ng >=12
-  - libzlib >=1.2.13,<1.3.0a0
+  - libzlib >=1.2.13,<2.0.0a0
+  license: BSD-3-Clause
+  license_family: BSD
+  purls: []
+  size: 554846
+  timestamp: 1714722996770
+- kind: conda
+  name: zstd
+  version: 1.5.6
+  build: hb46c0d2_0
+  subdir: osx-arm64
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/zstd-1.5.6-hb46c0d2_0.conda
+  sha256: 2d4fd1ff7ee79cd954ca8e81abf11d9d49954dd1fef80f27289e2402ae9c2e09
+  md5: d96942c06c3e84bfcc5efb038724a7fd
+  depends:
+  - __osx >=11.0
+  - libzlib >=1.2.13,<2.0.0a0
   license: BSD-3-Clause
   license_family: BSD
-  size: 545199
-  timestamp: 1693151163452
+  purls: []
+  size: 405089
+  timestamp: 1714723101397
diff --git a/pixi.toml b/pixi.toml
index e59ea9096ac3..68714ce116a8 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -36,9 +36,16 @@ default = ["base", "maturin-build"]
 cpp = ["cpp", "base"]
 wheel-test = ["wheel-test", "base"]
 
-# Example environment (WIP)
-examples = ["examples-common", "maturin-build"]
+# Example environments
 
+# This environment uses the dev version of the python package.
+# The package will be installed in editable mode, so changes to the python code will be reflected immediately.
+# However, any changes to do the rust bindings will require running `pixi run -e examples py-build`.
+examples = ["examples-common", "maturin-build", "python-dev"]
+
+# This environment uses the pypi-published version of the python package. This avoids the need to
+# build the package from source if you just want to try running the examples locally.
+examples-pypi = ["examples-common", "python-pypi"]
 
 [tasks]
 # Note: extra CLI argument after `pixi run TASK` are passed to the task cmd.
@@ -348,12 +355,37 @@ cxx-compiler = "1.6.0.*"
 [feature.cpp.target.win-64.dependencies]
 vs2022_win-64 = "19.37.32822"
 
+# PYTHON DEV ENVIRONMENT
+[feature.python-dev]
+platforms = ["linux-64", "osx-arm64", "osx-64", "win-64"]
+
+[feature.python-dev.activation]
+# Set up environment variables so maturin will do the right thing when
+# installing the python package.
+scripts = ["pixi/maturin_config.sh"]
 
-# EXAMPLES ENVIRONMENT (WIP)
+[feature.python-dev.target.win-64.activation]
+scripts = ["pixi/maturin_config.bat"]
 
+# Install the `rerun_py` as a package in editable mode.
+# This is very similar to `pixi run py-build`, and dispatches to maturin by way of PEP621.
+# However, pixi doesn't know how to track the rust dependencies of the python package, so
+# you still need to `pixi run py-build` in the correct environment if you change the rust code.
+[feature.python-dev.pypi-dependencies]
+rerun-sdk = { path = "rerun_py", editable = true }
+
+# PYTHON PYPI ENVIRONMENT
+[feature.python-pypi]
+platforms = ["linux-64", "osx-arm64", "osx-64", "win-64"]
+
+[feature.python-pypi.pypi-dependencies]
+rerun-sdk = "==0.16.1"
+
+# EXAMPLES ENVIRONMENT
 [feature.examples-common]
 platforms = ["linux-64", "osx-arm64", "osx-64", "win-64"]
 
+
 [feature.examples-common.system-requirements]
 macos = "12.0" # needed for scipy
 
@@ -394,9 +426,6 @@ signed_distance_fields = { path = "examples/python/signed_distance_fields", edit
 stdio = { path = "examples/python/stdio", editable = true }
 structure_from_motion = { path = "examples/python/structure_from_motion", editable = true }
 
-# Force pixi to depend on this (fake) rerun-sdk package, as this one can be overridden with `py-build`
-rerun-sdk = { path = "examples/python/_empty_rerun_sdk" }
-
 # TODO(ab): reactivate these examples when they no-longer trigger the pixi perma-lock-invalidate bug
 #nuscenes_dataset = { path = "examples/python/nuscenes_dataset", editable = true }
 #lidar = { path = "examples/python/lidar", editable = true }
diff --git a/pixi/maturin_config.bat b/pixi/maturin_config.bat
new file mode 100644
index 000000000000..1c441cd1384d
--- /dev/null
+++ b/pixi/maturin_config.bat
@@ -0,0 +1,2 @@
+:: RERUN_ALLOW_MISSING_BIN is needed to allow maturin to run without the `rerun` binary being part of the rerun-sdk.
+set RERUN_ALLOW_MISSING_BIN=1
diff --git a/pixi/maturin_config.sh b/pixi/maturin_config.sh
new file mode 100644
index 000000000000..7fda8186462c
--- /dev/null
+++ b/pixi/maturin_config.sh
@@ -0,0 +1,2 @@
+# RERUN_ALLOW_MISSING_BIN is needed to allow maturin to run without the `rerun` binary being part of the rerun-sdk.
+export RERUN_ALLOW_MISSING_BIN=1