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build(deps): bump the python-packages-minor-patches group across 1 directory with 21 updates#230

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@dependabot dependabot bot commented on behalf of github Mar 11, 2026

Bumps the python-packages-minor-patches group with 19 updates in the / directory:

Package From To
aio-pika 9.5.8 9.6.1
async-lru 2.1.0 2.2.0
fsspec 2026.1.0 2026.2.0
pandas 3.0.0 3.0.1
pydantic-settings 2.12.0 2.13.1
that-depends 3.9.1 3.9.2
typer 0.21.1 0.24.1
llama-index-core 0.14.13 0.14.16
llama-index-llms-openai 0.6.18 0.6.26
hatch 1.16.3 1.16.5
ipython 9.10.0 9.11.0
jupyterlab 4.5.3 4.5.6
nbstripout 0.9.0 0.9.1
ruff 0.15.0 0.15.5
coverage 7.13.3 7.13.4
pytest-cases 3.9.1 3.10.1
pytest-env 1.2.0 1.5.0
mike 2.1.3 2.1.4
mkdocs-material 9.7.1 9.7.5

Updates aio-pika from 9.5.8 to 9.6.1

Release notes

Sourced from aio-pika's releases.

9.6.1

What's Changed

Full Changelog: mosquito/aio-pika@9.6.0...9.6.1

9.6.0

What's Changed

Full Changelog: mosquito/aio-pika@9.5.8...9.6.0

Changelog

Sourced from aio-pika's changelog.

9.6.0

  • Fixed callback-based consumers not resuming after connection reconnection #588
  • Fixed queue iterators raising StopAsyncIteration on channel reconnection #540
  • Added close_called property to AbstractConnection and Connection to distinguish intentional vs. automatic connection closures
  • Migrated build tooling from Poetry to UV
  • Migrated linting from Pylama to Ruff
  • Improved logging: split log.exception calls into error-level message and debug-level traceback #693
  • Removed testcontainers dependency from tests

9.5.5

  • Replace WeakSet with set for robust channels tracking #666 by shushpanov

9.5.4

  • fix: RobustChannel should not reopen after close() call #658

9.5.3

  • python3.8-eol #657
  • self-hosted docs

9.5.2

  • Fix documentation links

9.5.1

  • Fix documentation links

9.5.0

  • Fix two bugs by adding more type hints to CallbackCollection. @​Darsstar
  • Dropped python 3.7 @​Darsstar
  • QueueIterator raises StopAsyncIteration when channel is closed. @​Darsstar

9.4.3

  • fix: raise ChannelInvalidStateError at exchange.publish with closed channel #637

9.4.2

... (truncated)

Commits

Updates async-lru from 2.1.0 to 2.2.0

Release notes

Sourced from async-lru's releases.

2.2.0

  • Added a jitter parameter to randomise TTL.
  • Raise RuntimeError when cache is used by different loop.
Changelog

Sourced from async-lru's changelog.

2.2.0 (2026-02-20)

  • Added a jitter parameter to randomise TTL.
  • Raise RuntimeError when cache is used by different loop.
Commits
  • 7ef00b7 Release v2.2.0 (#741)
  • 01db639 fix: avoid binding loop for invalid cache keys (#740)
  • c6acbe8 build(deps): bump pytest-codspeed from 4.2.0 to 4.3.0 (#738)
  • 8783cf7 build(deps): bump coverage from 7.13.3 to 7.13.4 (#737)
  • 58d1eee build(deps): bump coverage from 7.13.2 to 7.13.3 (#736)
  • 6054303 build(deps): bump dependabot/fetch-metadata from 2.4.0 to 2.5.0 (#735)
  • f7306e5 build(deps): bump coverage from 7.13.1 to 7.13.2 (#734)
  • c0f36c4 Fix logic bugs in benchmarks: correct cache miss counting and concurrent loop...
  • 4232c3f Enforce event loop affinity for cache instances (#732)
  • 6b06d62 Add jitter parameter for TTL to distribute cache invalidations (#730)
  • See full diff in compare view

Updates fsspec from 2026.1.0 to 2026.2.0

Commits

Updates pandas from 3.0.0 to 3.0.1

Release notes

Sourced from pandas's releases.

pandas 3.0.1

We are pleased to announce the release of pandas 3.0.1. This is a patch release in the 3.0.x series and includes some regression fixes and bug fixes. We recommend that all users of the 3.0.x series upgrade to this version.

See the full whatsnew for a list of all the changes.

Pandas 3.0.0 supports Python 3.11 and higher. The release can be installed from PyPI:

python -m pip install --upgrade pandas==3.0.*

Or from conda-forge

conda install -c conda-forge pandas=3.0

Please report any issues with the release on the pandas issue tracker.

Thanks to all the contributors who made this release possible.

Commits
  • e04b26f RLS: 3.0.1 (#64206)
  • 47909e6 [backport 3.0.x] ENH: Add item() method to ExtensionArray class (#64134) (#64...
  • a061bfd Backport PR #64199 on branch 3.0.x (DOC: cleanup 3.0.1 whatsnew) (#64201)
  • 085a385 [backport 3.0.x] BUG: Fix read_hdf failing on generic datetime64 dtype (#6400...
  • 5f17047 [backport 3.0.x] BUG: use fill_null fallback for bug in pyarrow 21 on Windows...
  • 0d3a8cb Backport PR #64122 on branch 3.0.x (REG: Allow RE2 syntax in str.contains and...
  • 78e1917 Backport PR #64185 on branch 3.0.x (TST: remove fixed xfail for PyArrow 23.0....
  • 75a42ca Backport PR #64168 on branch 3.0.x (TST: add legacy file generation and tests...
  • 46d443f Backport PR #64092 on branch 3.0.x (BUG: DataFrame.loc fills b'' instead of N...
  • 9d67932 Backport PR #64068 on branch 3.0.x (BUG: fixed to_timedelta with list of int ...
  • Additional commits viewable in compare view

Updates pydantic-settings from 2.12.0 to 2.13.1

Release notes

Sourced from pydantic-settings's releases.

v2.13.0

What's Changed

New Contributors

Full Changelog: pydantic/pydantic-settings@v2.12.0...v2.13.0

Commits

Updates that-depends from 3.9.1 to 3.9.2

Release notes

Sourced from that-depends's releases.

3.9.2

What's Changed

  • fix: minor __slots__ bugfix in container_context

Full Changelog: modern-python/that-depends@3.9.1...3.9.2

Commits
  • 097764e bugfix: Fixed slots in container_context.
  • afb10d4 lint: Applied ruff fixes.
  • ed2606e ci: Bumped actions version for publish action.
  • a515337 docs: added site_url to mkdocs
  • d688fef deps: Updated docs requirements.txt
  • See full diff in compare view

Updates typer from 0.21.1 to 0.24.1

Release notes

Sourced from typer's releases.

0.24.1

Internal

0.24.0

Breaking Changes

0.23.1

Fixes

  • 🐛 Fix TYPER_USE_RICH parsing to allow disabling Rich completely. PR #1539 by @​bckohan.

Docs

  • 📝 Remove documentation pages that reference using Click directly. PR #1538 by @​svlandeg.

Internal

0.23.0

Breaking Changes

  • ♻️ When printing error tracebacks with Rich, default to not showing locals, which are sometimes verbose. PR #1072 by @​tiangolo.

Docs

  • 📝 Add more explicit deprecation note in shell packages. PR #1534 by @​tiangolo.

Internal

0.22.0

... (truncated)

Changelog

Sourced from typer's changelog.

0.24.1

Internal

0.24.0

Breaking Changes

0.23.2

Features

  • ✅ Monkeypatch console width to allow running pytest directly. PR #1542 by @​SwaatiR.

Internal

0.23.1

Fixes

  • 🐛 Fix TYPER_USE_RICH parsing to allow disabling Rich completely. PR #1539 by @​bckohan.

Docs

  • 📝 Remove documentation pages that reference using Click directly. PR #1538 by @​svlandeg.

Internal

0.23.0

... (truncated)

Commits
  • eaec8fa 🔖 Release version 0.24.1
  • c73cc2b 📝 Update release notes
  • 6c6259c 👷 Fix CI, do not attempt to build typer-slim, nor typer-cli (#1569)
  • bc65ad8 📝 Update release notes
  • 3aedc0a ➖ Drop support for typer-slim and typer-cli, no more versions will be rel...
  • 4b13020 📝 Update release notes
  • 19aaf0b ⬆ Bump rich from 14.3.2 to 14.3.3 (#1565)
  • 0ece295 📝 Update release notes
  • 833c005 📝 Update release notes
  • 64c0dcb ⬆ Bump pydantic-settings from 2.13.0 to 2.13.1 (#1566)
  • Additional commits viewable in compare view

Updates s3fs from 2026.1.0 to 2026.2.0

Commits

Updates gcsfs from 2026.1.0 to 2026.2.0

Commits

Updates llama-index-core from 0.14.13 to 0.14.16

Release notes

Sourced from llama-index-core's releases.

v0.14.16

Release Notes

[2026-03-10]

llama-index-core [0.14.16]

  • Add token-bucket rate limiter for LLM and embedding API calls (#20712)
  • Fix/20706 chonkie init doc (#20713)
  • fix: pass tool_choice through FunctionCallingProgram (#20740)
  • feat: Multimodal LLMReranker (#20743)
  • feat: add optional embed_model to SemanticDoubleMergingSplitterNodeParser (#20748)
  • fix(core): preserve doc_id in legacy_json_to_doc (#20750)
  • fix: async retry backoff to avoid blocking event loop (#20764)
  • Fix additionalProperties in auto-generated KG schema models (#20768)
  • fix: respect db_schema when custom async_engine is provided (#20779)
  • fix(core): replace blocking run_async_tasks with asyncio.gather (#20795)
  • feat(rate_limiter): add SlidingWindowRateLimiter for strict per-minute caps (#20799)
  • fix(core): preserve docstore_strategy across pipeline runs when no vector store is attached (#20824)
  • Fix FunctionTool not respecting pydantic Field defaults (#20839)
  • Fix MarkdownElementNodeParser to extract code blocks (#20840)
  • security: add RestrictedUnpickler to SimpleObjectNodeMapping (CWE-502) (#20857)
  • feat: extend vector store metadata filters (#20861)
  • fix(react): pass system_prompt to ReActChatFormatter template (#20873)
  • refactor: deprecate asyncio_module in favour of get_asyncio_module (#20902)
  • fix(core): partial-failure handling in SubQuestionQueryEngine (#20905)
  • fix: add bounds check to prevent infinite loop in ChatMemoryBuffer.get() (#20914)
  • fix: ensure streaming flag reset on exception in CondenseQuestionChatEngine (#20915)
  • fix: pass through run id correctly (#20928)

llama-index-embeddings-bedrock [0.7.4]

  • fix: raise ValueError when 'model' is passed instead of 'model_name' in BedrockEmbedding (#20836)

llama-index-embeddings-openai [0.5.2]

  • Respect Retry-After header in OpenAI retry decorator (#20813)

llama-index-embeddings-upstage [0.5.1]

  • chore(deps): bump the uv group across 47 directories with 3 updates (#20793)

llama-index-graph-stores-neo4j [0.6.0]

  • Add Neo4j user agent (#20827)
  • feat(neo4j): add apoc_sample parameter for large database schema introspection (#20859)

llama-index-instrumentation [0.4.3]

  • otel instrumentation enhancements (#20816)

... (truncated)

Changelog

Sourced from llama-index-core's changelog.

llama-index-core [0.14.16]

  • Add token-bucket rate limiter for LLM and embedding API calls (#20712)
  • Fix/20706 chonkie init doc (#20713)
  • fix: pass tool_choice through FunctionCallingProgram (#20740)
  • feat: Multimodal LLMReranker (#20743)
  • feat: add optional embed_model to SemanticDoubleMergingSplitterNodeParser (#20748)
  • fix(core): preserve doc_id in legacy_json_to_doc (#20750)
  • fix: async retry backoff to avoid blocking event loop (#20764)
  • Fix additionalProperties in auto-generated KG schema models (#20768)
  • fix: respect db_schema when custom async_engine is provided (#20779)
  • fix(core): replace blocking run_async_tasks with asyncio.gather (#20795)
  • feat(rate_limiter): add SlidingWindowRateLimiter for strict per-minute caps (#20799)
  • fix(core): preserve docstore_strategy across pipeline runs when no vector store is attached (#20824)
  • Fix FunctionTool not respecting pydantic Field defaults (#20839)
  • Fix MarkdownElementNodeParser to extract code blocks (#20840)
  • security: add RestrictedUnpickler to SimpleObjectNodeMapping (CWE-502) (#20857)
  • feat: extend vector store metadata filters (#20861)
  • fix(react): pass system_prompt to ReActChatFormatter template (#20873)
  • refactor: deprecate asyncio_module in favour of get_asyncio_module (#20902)
  • fix(core): partial-failure handling in SubQuestionQueryEngine (#20905)
  • fix: add bounds check to prevent infinite loop in ChatMemoryBuffer.get() (#20914)
  • fix: ensure streaming flag reset on exception in CondenseQuestionChatEngine (#20915)
  • fix: pass through run id correctly (#20928)

llama-index-embeddings-bedrock [0.7.4]

  • fix: raise ValueError when 'model' is passed instead of 'model_name' in BedrockEmbedding (#20836)

llama-index-embeddings-openai [0.5.2]

  • Respect Retry-After header in OpenAI retry decorator (#20813)

llama-index-embeddings-upstage [0.5.1]

  • chore(deps): bump the uv group across 47 directories with 3 updates (#20793)

llama-index-graph-stores-neo4j [0.6.0]

  • Add Neo4j user agent (#20827)
  • feat(neo4j): add apoc_sample parameter for large database schema introspection (#20859)

llama-index-instrumentation [0.4.3]

  • otel instrumentation enhancements (#20816)

llama-index-llms-anthropic [0.10.11]

  • Add User-Agent header for Anthropic API calls (#20771)
  • fix: apply cache_control only to last block to respect Anthropic's 4-block limit (#20875)

... (truncated)

Commits
  • 9e2cf43 Release 0.14.16 (#20941)
  • c558825 update gemini embeddings (#20940)
  • e92dfc2 fix: replace mutable default arguments with None (#20938)
  • dee5e09 fix: pass through run id correctly (#20928)
  • 143ced4 perf(redis-chat-store): Use Pydantic directly for ChatMessage serialization &...
  • f25230a fix: ensure streaming flag reset on exception in CondenseQuestionChatEngine (...
  • 4828b1a fix: add bounds check to prevent infinite loop in ChatMemoryBuffer.get() (#20...
  • 1ea49bf fix(azure-inference): properly manage async client lifecycle to prevent unclo...
  • 3f5c422 feat(seltz): update Seltz integration to SDK 0.2.0 (#20906)
  • 6a8b91a fix(core): partial-failure handling in SubQuestionQueryEngine (#20905)
  • Additional commits viewable in compare view

Updates llama-index-llms-openai from 0.6.18 to 0.6.26

Updates hatch from 1.16.3 to 1.16.5

Release notes

Sourced from hatch's releases.

Hatch v1.16.5

Fixed:

  • Handle a breaking change in virtualenv by only supporting the latest version and adding python-discovery as a dependency.

Hatch v1.16.4

Fixed:

  • Fixes hatch shell type error for keep_env.
  • SBOM documentation for including SBOM files in sdist
  • Fixes workspace member detection to properly handle shared path prefixes.
Commits

Updates ipython from 9.10.0 to 9.11.0

Commits
  • f5e51b8 release 9.11.0
  • 2de974e redo by hand
  • 7f24f50 Update version9.rst: document all IPython 9.10 PRs and add narrative sections
  • 8f42bf4 Skip flaky test_run_separate_script_namespace_2 in pyflyby downstream tests
  • e662a43 Have a static banner when setting SOURCE_DATE_EPOCH

@dependabot
build(deps): bump the python-packages-minor-patches group across 1 di…
db5d248 
…rectory with 21 updates

Bumps the python-packages-minor-patches group with 19 updates in the / directory:

| Package | From | To |
| --- | --- | --- |
| [aio-pika](https://github.com/mosquito/aio-pika) | `9.5.8` | `9.6.1` |
| [async-lru](https://github.com/aio-libs/async-lru) | `2.1.0` | `2.2.0` |
| [fsspec](https://github.com/fsspec/filesystem_spec) | `2026.1.0` | `2026.2.0` |
| [pandas](https://github.com/pandas-dev/pandas) | `3.0.0` | `3.0.1` |
| [pydantic-settings](https://github.com/pydantic/pydantic-settings) | `2.12.0` | `2.13.1` |
| [that-depends](https://github.com/modern-python/that-depends) | `3.9.1` | `3.9.2` |
| [typer](https://github.com/fastapi/typer) | `0.21.1` | `0.24.1` |
| [llama-index-core](https://github.com/run-llama/llama_index) | `0.14.13` | `0.14.16` |
| llama-index-llms-openai | `0.6.18` | `0.6.26` |
| [hatch](https://github.com/pypa/hatch) | `1.16.3` | `1.16.5` |
| [ipython](https://github.com/ipython/ipython) | `9.10.0` | `9.11.0` |
| [jupyterlab](https://github.com/jupyterlab/jupyterlab) | `4.5.3` | `4.5.6` |
| [nbstripout](https://github.com/kynan/nbstripout) | `0.9.0` | `0.9.1` |
| [ruff](https://github.com/astral-sh/ruff) | `0.15.0` | `0.15.5` |
| [coverage](https://github.com/coveragepy/coveragepy) | `7.13.3` | `7.13.4` |
| [pytest-cases](https://github.com/smarie/python-pytest-cases) | `3.9.1` | `3.10.1` |
| [pytest-env](https://github.com/pytest-dev/pytest-env) | `1.2.0` | `1.5.0` |
| [mike](https://github.com/jimporter/mike) | `2.1.3` | `2.1.4` |
| [mkdocs-material](https://github.com/squidfunk/mkdocs-material) | `9.7.1` | `9.7.5` |



Updates `aio-pika` from 9.5.8 to 9.6.1
- [Release notes](https://github.com/mosquito/aio-pika/releases)
- [Changelog](https://github.com/mosquito/aio-pika/blob/master/CHANGELOG.md)
- [Commits](mosquito/aio-pika@9.5.8...9.6.1)

Updates `async-lru` from 2.1.0 to 2.2.0
- [Release notes](https://github.com/aio-libs/async-lru/releases)
- [Changelog](https://github.com/aio-libs/async-lru/blob/master/CHANGES.rst)
- [Commits](aio-libs/async-lru@v2.1.0...v2.2.0)

Updates `fsspec` from 2026.1.0 to 2026.2.0
- [Commits](fsspec/filesystem_spec@2026.1.0...2026.2.0)

Updates `pandas` from 3.0.0 to 3.0.1
- [Release notes](https://github.com/pandas-dev/pandas/releases)
- [Commits](pandas-dev/pandas@v3.0.0...v3.0.1)

Updates `pydantic-settings` from 2.12.0 to 2.13.1
- [Release notes](https://github.com/pydantic/pydantic-settings/releases)
- [Commits](pydantic/pydantic-settings@v2.12.0...v2.13.1)

Updates `that-depends` from 3.9.1 to 3.9.2
- [Release notes](https://github.com/modern-python/that-depends/releases)
- [Commits](modern-python/that-depends@3.9.1...3.9.2)

Updates `typer` from 0.21.1 to 0.24.1
- [Release notes](https://github.com/fastapi/typer/releases)
- [Changelog](https://github.com/fastapi/typer/blob/master/docs/release-notes.md)
- [Commits](fastapi/typer@0.21.1...0.24.1)

Updates `s3fs` from 2026.1.0 to 2026.2.0
- [Changelog](https://github.com/fsspec/s3fs/blob/main/release-procedure.md)
- [Commits](fsspec/s3fs@2026.1.0...2026.2.0)

Updates `gcsfs` from 2026.1.0 to 2026.2.0
- [Commits](fsspec/gcsfs@2026.1.0...2026.2.0)

Updates `llama-index-core` from 0.14.13 to 0.14.16
- [Release notes](https://github.com/run-llama/llama_index/releases)
- [Changelog](https://github.com/run-llama/llama_index/blob/main/CHANGELOG.md)
- [Commits](run-llama/llama_index@v0.14.13...v0.14.16)

Updates `llama-index-llms-openai` from 0.6.18 to 0.6.26

Updates `hatch` from 1.16.3 to 1.16.5
- [Release notes](https://github.com/pypa/hatch/releases)
- [Commits](pypa/hatch@hatch-v1.16.3...hatch-v1.16.5)

Updates `ipython` from 9.10.0 to 9.11.0
- [Release notes](https://github.com/ipython/ipython/releases)
- [Commits](ipython/ipython@9.10.0...9.11.0)

Updates `jupyterlab` from 4.5.3 to 4.5.6
- [Release notes](https://github.com/jupyterlab/jupyterlab/releases)
- [Changelog](https://github.com/jupyterlab/jupyterlab/blob/main/RELEASE.md)
- [Commits](https://github.com/jupyterlab/jupyterlab/compare/@jupyterlab/lsp@4.5.3...@jupyterlab/lsp@4.5.6)

Updates `nbstripout` from 0.9.0 to 0.9.1
- [Release notes](https://github.com/kynan/nbstripout/releases)
- [Changelog](https://github.com/kynan/nbstripout/blob/main/CHANGELOG.md)
- [Commits](kynan/nbstripout@0.9.0...0.9.1)

Updates `ruff` from 0.15.0 to 0.15.5
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](astral-sh/ruff@0.15.0...0.15.5)

Updates `coverage` from 7.13.3 to 7.13.4
- [Release notes](https://github.com/coveragepy/coveragepy/releases)
- [Changelog](https://github.com/coveragepy/coveragepy/blob/main/CHANGES.rst)
- [Commits](coveragepy/coveragepy@7.13.3...7.13.4)

Updates `pytest-cases` from 3.9.1 to 3.10.1
- [Release notes](https://github.com/smarie/python-pytest-cases/releases)
- [Changelog](https://github.com/smarie/python-pytest-cases/blob/main/docs/changelog.md)
- [Commits](smarie/python-pytest-cases@3.9.1...3.10.1)

Updates `pytest-env` from 1.2.0 to 1.5.0
- [Release notes](https://github.com/pytest-dev/pytest-env/releases)
- [Commits](pytest-dev/pytest-env@1.2.0...1.5.0)

Updates `mike` from 2.1.3 to 2.1.4
- [Release notes](https://github.com/jimporter/mike/releases)
- [Changelog](https://github.com/jimporter/mike/blob/master/CHANGES.md)
- [Commits](jimporter/mike@v2.1.3...v2.1.4)

Updates `mkdocs-material` from 9.7.1 to 9.7.5
- [Release notes](https://github.com/squidfunk/mkdocs-material/releases)
- [Changelog](https://github.com/squidfunk/mkdocs-material/blob/master/CHANGELOG)
- [Commits](squidfunk/mkdocs-material@9.7.1...9.7.5)

---
updated-dependencies:
- dependency-name: aio-pika
  dependency-version: 9.6.1
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: python-packages-minor-patches
- dependency-name: async-lru
  dependency-version: 2.2.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: python-packages-minor-patches
- dependency-name: fsspec
  dependency-version: 2026.2.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: python-packages-minor-patches
- dependency-name: pandas
  dependency-version: 3.0.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: python-packages-minor-patches
- dependency-name: pydantic-settings
  dependency-version: 2.13.1
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: python-packages-minor-patches
- dependency-name: that-depends
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...

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@dependabot dependabot bot added dependencies Pull requests that update a dependency file python:uv Pull requests that update python:uv code labels Mar 11, 2026
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github-actions bot commented Mar 11, 2026

Benchmark comparison for 88b630a8 (base) vs db5d2484 (PR)


------------------------------------------------------------------------------------------------------------------ benchmark: 2 tests -----------------------------------------------------------------------------------------------------------------
Name (time in ms)                                                                         Min                 Max                Mean            StdDev              Median               IQR            Outliers     OPS            Rounds  Iterations
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_benchmark_process_run (pr/.benchmarks/Linux-CPython-3.12-64bit/0001_pr)         437.7614 (1.0)      452.2893 (1.0)      444.3984 (1.0)      5.7607 (2.34)     445.5937 (1.0)      8.6066 (2.48)          2;0  2.2502 (1.0)           5           1
test_benchmark_process_run (main/.benchmarks/Linux-CPython-3.12-64bit/0001_base)     446.4684 (1.02)     452.7519 (1.00)     449.9505 (1.01)     2.4647 (1.0)      449.3750 (1.01)     3.4700 (1.0)           2;0  2.2225 (0.99)          5           1
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------

Legend:
  Outliers: 1 Standard Deviation from Mean; 1.5 IQR (InterQuartile Range) from 1st Quartile and 3rd Quartile.
  OPS: Operations Per Second, computed as 1 / Mean

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