Bumps [bodo](https://github.com/bodo-ai/Bodo) from 2025.7.5 to 2025.8.2. <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/bodo-ai/Bodo/releases">bodo's releases</a>.</em></p> <blockquote> <h2>2025.8.2</h2> <h1>New Features</h1> <p>Support for AWS Bedrock backend for llm_generate and embed. Support passing user defined functions that return scalars to groupby.agg and groupby.apply Support renaming DataFrame column using <code>df.columns = [...]</code> syntax Add API map_partition_with_state to DataFrame that allows you to do a one-time initialization of state on each worker which can then be used to map batches of rows from a DataFrame to produce a new DataFrame. Added JIT fallback to Bodo DataFrames such that operations not supported natively in DataFrames can use the equivalent operation from Bodo engine.</p> <h1>Performance Improvements</h1> <p>Improve Series.quantile/describe performance. Improve the performance of fetching row counts for Parquet datasets Improve package import time and worker spinup time substantially</p> <h1>Bug Fixes</h1> <p>Fix a crash with llm_generate and embed in Jupyter Notebooks/when an asyncio executor is already running. Fix OpenAI environment variables not being sent to workers. Fix bug in loss computation when fitting LogisticRegression in parallel. Fix crash when running map/apply on large numbers of workers</p> <h2>2025.8.1</h2> <h2>What's Changed</h2> <ul> <li>[BSE-5018] Use Arrow compute in C++ for date/month/hour by <a href="https://github.com/chrisoh7"><code>@chrisoh7</code></a> in <a href="https://redirect.github.com/bodo-ai/Bodo/pull/728">bodo-ai/Bodo#728</a></li> <li>[BSE-5004] Match auto-generated method output dtype to pandas by <a href="https://github.com/chrisoh7"><code>@chrisoh7</code></a> in <a href="https://redirect.github.com/bodo-ai/Bodo/pull/737">bodo-ai/Bodo#737</a></li> <li>Improve LLM embed and generate APIs by <a href="https://github.com/ehsantn"><code>@ehsantn</code></a> in <a href="https://redirect.github.com/bodo-ai/Bodo/pull/738">bodo-ai/Bodo#738</a></li> </ul> <p><strong>Full Changelog</strong>: <a href="https://github.com/bodo-ai/Bodo/compare/2025.8...2025.8.1">https://github.com/bodo-ai/Bodo/compare/2025.8...2025.8.1</a></p> <h2>2025.8</h2> <h2>What's Changed</h2> <ul> <li>Support df column setitem with extra projection on source by <a href="https://github.com/ehsantn"><code>@ehsantn</code></a> in <a href="https://redirect.github.com/bodo-ai/Bodo/pull/666">bodo-ai/Bodo#666</a></li> <li>Fix df column setitem for functions inside arithmatic expressions by <a href="https://github.com/ehsantn"><code>@ehsantn</code></a> in <a href="https://redirect.github.com/bodo-ai/Bodo/pull/670">bodo-ai/Bodo#670</a></li> <li>Update pixi by <a href="https://github.com/IsaacWarren"><code>@IsaacWarren</code></a> in <a href="https://redirect.github.com/bodo-ai/Bodo/pull/673">bodo-ai/Bodo#673</a></li> <li>Make selection creation for plans a property. by <a href="https://github.com/DrTodd13"><code>@DrTodd13</code></a> in <a href="https://redirect.github.com/bodo-ai/Bodo/pull/669">bodo-ai/Bodo#669</a></li> <li>Update pyarrow to 19.0.1 on platform by <a href="https://github.com/IsaacWarren"><code>@IsaacWarren</code></a> in <a href="https://redirect.github.com/bodo-ai/Bodo/pull/674">bodo-ai/Bodo#674</a></li> <li>Add release notes for 2025.7.5 by <a href="https://github.com/ehsantn"><code>@ehsantn</code></a> in <a href="https://redirect.github.com/bodo-ai/Bodo/pull/676">bodo-ai/Bodo#676</a></li> <li>NYC taxi: Avoid calling cast when the offset is non-zero by <a href="https://github.com/scott-routledge2"><code>@scott-routledge2</code></a> in <a href="https://redirect.github.com/bodo-ai/Bodo/pull/668">bodo-ai/Bodo#668</a></li> <li>Fix df column setitem with extra projection column order by <a href="https://github.com/ehsantn"><code>@ehsantn</code></a> in <a href="https://redirect.github.com/bodo-ai/Bodo/pull/672">bodo-ai/Bodo#672</a></li> <li>[pre-commit.ci] pre-commit autoupdate by <a href="https://github.com/pre-commit-ci"><code>@pre-commit-ci</code></a>[bot] in <a href="https://redirect.github.com/bodo-ai/Bodo/pull/641">bodo-ai/Bodo#641</a></li> <li>[run ci]: Bump prefix-dev/setup-pixi from 0.8.8 to 0.8.10 in the github-actions group by <a href="https://github.com/dependabot"><code>@dependabot</code></a>[bot] in <a href="https://redirect.github.com/bodo-ai/Bodo/pull/571">bodo-ai/Bodo#571</a></li> <li>BSE-4937: Add bodo iceberg benchmark by <a href="https://github.com/IsaacWarren"><code>@IsaacWarren</code></a> in <a href="https://redirect.github.com/bodo-ai/Bodo/pull/680">bodo-ai/Bodo#680</a></li> <li>[BSE-4979] Expand Series binop by <a href="https://github.com/chrisoh7"><code>@chrisoh7</code></a> in <a href="https://redirect.github.com/bodo-ai/Bodo/pull/661">bodo-ai/Bodo#661</a></li> <li>Check and match filter and expression source plans by <a href="https://github.com/ehsantn"><code>@ehsantn</code></a> in <a href="https://redirect.github.com/bodo-ai/Bodo/pull/678">bodo-ai/Bodo#678</a></li> <li>Handle reductions with empty batches and empty filters. by <a href="https://github.com/DrTodd13"><code>@DrTodd13</code></a> in <a href="https://redirect.github.com/bodo-ai/Bodo/pull/677">bodo-ai/Bodo#677</a></li> <li>Add jit wrapper around map in DataFrame Library by <a href="https://github.com/scott-routledge2"><code>@scott-routledge2</code></a> in <a href="https://redirect.github.com/bodo-ai/Bodo/pull/675">bodo-ai/Bodo#675</a></li> <li>[BSE-4993] Implement plan execution warning by <a href="https://github.com/chrisoh7"><code>@chrisoh7</code></a> in <a href="https://redirect.github.com/bodo-ai/Bodo/pull/681">bodo-ai/Bodo#681</a></li> <li>Support left/right/outer/cross joins by <a href="https://github.com/ehsantn"><code>@ehsantn</code></a> in <a href="https://redirect.github.com/bodo-ai/Bodo/pull/682">bodo-ai/Bodo#682</a></li> <li>Fix CI failure due to merge conflict by <a href="https://github.com/chrisoh7"><code>@chrisoh7</code></a> in <a href="https://redirect.github.com/bodo-ai/Bodo/pull/684">bodo-ai/Bodo#684</a></li> <li>Fix Series.map bodo engine JIT flags by <a href="https://github.com/ehsantn"><code>@ehsantn</code></a> in <a href="https://redirect.github.com/bodo-ai/Bodo/pull/685">bodo-ai/Bodo#685</a></li> <li>[BSE-4985] Add TPCH Queries to end-to-end tests by <a href="https://github.com/chrisoh7"><code>@chrisoh7</code></a> in <a href="https://redirect.github.com/bodo-ai/Bodo/pull/679">bodo-ai/Bodo#679</a></li> <li>Lower Python call overheads in execution pipelines by <a href="https://github.com/ehsantn"><code>@ehsantn</code></a> in <a href="https://redirect.github.com/bodo-ai/Bodo/pull/686">bodo-ai/Bodo#686</a></li> <li>Adds skip marker on failing tpch tests by <a href="https://github.com/chrisoh7"><code>@chrisoh7</code></a> in <a href="https://redirect.github.com/bodo-ai/Bodo/pull/689">bodo-ai/Bodo#689</a></li> </ul>  </blockquote> <p>... (truncated)</p> </details> <details> <summary>Commits</summary> <ul> <li><a href="https://github.com/bodo-ai/Bodo/commit/6ea7566bd250c54e91d22daf67e0aaf2a1b39f11"><code>6ea7566</code></a> Split DF Tests on Azure CI (<a href="https://redirect.github.com/bodo-ai/Bodo/issues/787">#787</a>)</li> <li><a href="https://github.com/bodo-ai/Bodo/commit/7e451bfcabb2a94c1192e973d3b55f90caeca636"><code>7e451bf</code></a> Fix cfunc caching on the platform (<a href="https://redirect.github.com/bodo-ai/Bodo/issues/789">#789</a>)</li> <li><a href="https://github.com/bodo-ai/Bodo/commit/951cd32e70971f8250c2c73321f6e84ef6f865e6"><code>951cd32</code></a> Fix TPCH path in CI (<a href="https://redirect.github.com/bodo-ai/Bodo/issues/786">#786</a>)</li> <li><a href="https://github.com/bodo-ai/Bodo/commit/c33fbb5849190ce3d793559b20dcb34761d4dacf"><code>c33fbb5</code></a> Fix LogisticRegression classifier example (<a href="https://redirect.github.com/bodo-ai/Bodo/issues/785">#785</a>)</li> <li><a href="https://github.com/bodo-ai/Bodo/commit/3225c77fb82e5783bfbf790450d3c258383795be"><code>3225c77</code></a> Fix segfault in runtime join filter caching test (<a href="https://redirect.github.com/bodo-ai/Bodo/issues/784">#784</a>)</li> <li><a href="https://github.com/bodo-ai/Bodo/commit/e7a04824431e0b8bcb37748fbe98a1e48e7ddb83"><code>e7a0482</code></a> Fix default folder for DF Lib TPCH benchmark (<a href="https://redirect.github.com/bodo-ai/Bodo/issues/783">#783</a>)</li> <li><a href="https://github.com/bodo-ai/Bodo/commit/f7a9926d29e6f09c4aa85be0a952cccce062768b"><code>f7a9926</code></a> Move engine tpch read (<a href="https://redirect.github.com/bodo-ai/Bodo/issues/782">#782</a>)</li> <li><a href="https://github.com/bodo-ai/Bodo/commit/9bb419b1bf20b333ea1724cc440b69502d3a981c"><code>9bb419b</code></a> Support setting df.columns attribute (<a href="https://redirect.github.com/bodo-ai/Bodo/issues/777">#777</a>)</li> <li><a href="https://github.com/bodo-ai/Bodo/commit/44712e3d54a5d906776ed45c38660208d231028f"><code>44712e3</code></a> Update bodosql workflow (<a href="https://redirect.github.com/bodo-ai/Bodo/issues/780">#780</a>)</li> <li><a href="https://github.com/bodo-ai/Bodo/commit/1f9f51f4d18d544f0ed009cc6139e0869fde0db1"><code>1f9f51f</code></a> Fix Windows build (<a href="https://redirect.github.com/bodo-ai/Bodo/issues/778">#778</a>)</li> <li>Additional commits viewable in <a href="https://github.com/bodo-ai/Bodo/compare/2025.7.5...2025.8.2">compare view</a></li> </ul> </details> <br /> [![Dependabot compatibility score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=bodo&package-manager=pip&previous-version=2025.7.5&new-version=2025.8.2)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores) Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. 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