dependabot[bot] opened a new pull request, #3253: URL: https://github.com/apache/iceberg-python/pull/3253
Bumps [bodo](https://github.com/bodo-ai/Bodo) from 2026.2 to 2026.4. <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>2026.4</h2> <h1>Bodo 2026.4 Release (Date: 04/09/2026)</h1> <h3>🎉 Highlights</h3> <p>This release, we are excited to introduce Bodo’s [CPU–GPU hybrid execution model][df_gpu] available via conda (currently only supports Linux/Python 3.14):</p> <pre lang="shell"><code>conda install -c bodo.ai -c rapidsai -c nvidia "bodo=*=*cuda" --no-channel-priority </code></pre> <p>With the CUDA-enabled variant of the Bodo package, supported DataFrames operations will automatically run on all available GPUs, while unsupported operations seamlessly fall back to CPU.</p> <p>The CUDA-enabled Bodo package uses CUDA-aware OpenMPI for GPU communication. Before running CPU–GPU hybrid code, you must first set OpenMPI’s communication layer to UCX:</p> <pre lang="shell"><code>export OMPI_MCA_pml=ucx </code></pre> <h3>✨ CPU–GPU hybrid execution</h3> <p>The following types of operations will run on GPUs:</p> <ul> <li> <p>Parquet read (local filesystem, S3, Google Cloud Storage, HDFS, Azure Data Lake)</p> </li> <li> <p>Parquet write (local filesystem, S3, Google Cloud Storage, HDFS, Azure Data Lake)</p> </li> <li> <p>Most kinds of joins</p> </li> <li> <p>Vectorized filters and projections (except UDFs)</p> </li> <li> <p>Column arithmetic and boolean ops (except UDFs)</p> </li> <li> <p>GroupBy aggregations: <code>sum</code>, <code>count</code>, <code>mean</code>, <code>min</code>, <code>max</code>, <code>var</code>, <code>std</code>, <code>size</code>, <code>skew</code>, <code>nunique</code></p> </li> <li> <p>Series reductions: <code>sum</code>, <code>product</code>, <code>count</code>, <code>mean</code>, <code>min</code>, <code>max</code></p> </li> <li> <p><code>drop_duplicates</code>, <code>concat</code>, <code>Series.isin</code></p> </li> </ul> <h3>🏎️ Performance Improvements</h3> <ul> <li>Improved join ordering.</li> </ul> <h3>🛠️ Infrastructure</h3> <ul> <li>Added Docker ARM build.</li> </ul> <h3>⚙️ Dependency Changes</h3> <ul> <li>Upgraded DuckDB planner.</li> </ul> <p><strong>Full Changelog</strong>: <a href="https://github.com/bodo-ai/Bodo/compare/2026.2...2026.4";>https://github.com/bodo-ai/Bodo/compare/2026.2...2026.4</a></p> </blockquote> </details> <details> <summary>Commits</summary> <ul> <li><a href="https://github.com/bodo-ai/Bodo/commit/5154fa8978b3f6bda89e08bf606c1fef655730d0";><code>5154fa8</code></a> [BSE-5360] Build GPU conda package (<a href="https://redirect.github.com/bodo-ai/Bodo/issues/1115";>#1115</a>)</li> <li><a href="https://github.com/bodo-ai/Bodo/commit/18908f1bbea70ce0d3a3500ac4c4c360c710a381";><code>18908f1</code></a> [GPU] Upgrade to rapids 26.04 (<a href="https://redirect.github.com/bodo-ai/Bodo/issues/1116";>#1116</a>)</li> <li><a href="https://github.com/bodo-ai/Bodo/commit/1d091c181945e6238f338c3c3058a1347ae20c22";><code>1d091c1</code></a> [GPU] Support Series.isna()/isnull() on GPU (<a href="https://redirect.github.com/bodo-ai/Bodo/issues/1112";>#1112</a>)</li> <li><a href="https://github.com/bodo-ai/Bodo/commit/64c6999237a0f79fcd6ca8ad79099f4951c20d83";><code>64c6999</code></a> Add multi-node GPU benchmarking scripts (<a href="https://redirect.github.com/bodo-ai/Bodo/issues/1110";>#1110</a>)</li> <li><a href="https://github.com/bodo-ai/Bodo/commit/eb50a4e109b84b5b25c4203db80a5b17541c1dd9";><code>eb50a4e</code></a> [GPU] fix batch nullptr bug. (<a href="https://redirect.github.com/bodo-ai/Bodo/issues/1114";>#1114</a>)</li> <li><a href="https://github.com/bodo-ai/Bodo/commit/f871844ef692ab03d6a1f93a534d13c47d6dff11";><code>f871844</code></a> GPU limit. (<a href="https://redirect.github.com/bodo-ai/Bodo/issues/1108";>#1108</a>)</li> <li><a href="https://github.com/bodo-ai/Bodo/commit/5df4caf9c305d73d764cf7fde303a40a4435327e";><code>5df4caf</code></a> [GPU] Support Series.mean() on GPU (<a href="https://redirect.github.com/bodo-ai/Bodo/issues/1111";>#1111</a>)</li> <li><a href="https://github.com/bodo-ai/Bodo/commit/d16950c573852bdd458c3cf78ad23061cc3b4a50";><code>d16950c</code></a> [GPU] BSE-5362: Cuda Sort (<a href="https://redirect.github.com/bodo-ai/Bodo/issues/1106";>#1106</a>)</li> <li><a href="https://github.com/bodo-ai/Bodo/commit/f78d4a9e1b9143176c4ab5dc1e790450594bfbf1";><code>f78d4a9</code></a> [GPU] Fix node/gpu detection for multi-node non-block/non-default rank assign...</li> <li><a href="https://github.com/bodo-ai/Bodo/commit/2ee5b1c333bb0cd8be1b64b196bed3b6ebd24da7";><code>2ee5b1c</code></a> [GPU] Support Series.round() on GPU (<a href="https://redirect.github.com/bodo-ai/Bodo/issues/1109";>#1109</a>)</li> <li>Additional commits viewable in <a href="https://github.com/bodo-ai/Bodo/compare/2026.2...2026.4";>compare view</a></li> </ul> </details> <br /> [](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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