dependabot[bot] opened a new pull request, #2279: URL: https://github.com/apache/iceberg-python/pull/2279
Bumps [polars](https://github.com/pola-rs/polars) from 1.31.0 to 1.32.0. <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/pola-rs/polars/releases";>polars's releases</a>.</em></p> <blockquote> <h2>Python Polars 1.32.0</h2> <h2>🏆 Highlights</h2> <ul> <li>Make <code>Selector</code> a concrete part of the DSL (<a href="https://redirect.github.com/pola-rs/polars/issues/23351";>#23351</a>)</li> <li>Rework Categorical/Enum to use (Frozen)Categories (<a href="https://redirect.github.com/pola-rs/polars/issues/23016";>#23016</a>)</li> </ul> <h2>🚀 Performance improvements</h2> <ul> <li>Lower Expr.slice to streaming engine (<a href="https://redirect.github.com/pola-rs/polars/issues/23683";>#23683</a>)</li> <li>Elide bound check (<a href="https://redirect.github.com/pola-rs/polars/issues/23653";>#23653</a>)</li> <li>Preserve <code>Column</code> repr in <code>ColumnTransform</code> operations (<a href="https://redirect.github.com/pola-rs/polars/issues/23648";>#23648</a>)</li> <li>Lower any() and all() to streaming engine (<a href="https://redirect.github.com/pola-rs/polars/issues/23640";>#23640</a>)</li> <li>Lower row-separable functions in streaming engine (<a href="https://redirect.github.com/pola-rs/polars/issues/23633";>#23633</a>)</li> <li>Lower int_range(len()) to with_row_index (<a href="https://redirect.github.com/pola-rs/polars/issues/23576";>#23576</a>)</li> <li>Avoid double field resolution in with_columns (<a href="https://redirect.github.com/pola-rs/polars/issues/23530";>#23530</a>)</li> <li>Rolling quantile lower time complexity (<a href="https://redirect.github.com/pola-rs/polars/issues/23443";>#23443</a>)</li> <li>Use single-key optimization with Categorical (<a href="https://redirect.github.com/pola-rs/polars/issues/23436";>#23436</a>)</li> <li>Improve null-preserving identification for boolean functions (<a href="https://redirect.github.com/pola-rs/polars/issues/23317";>#23317</a>)</li> <li>Improve boolean bitwise aggregate performance (<a href="https://redirect.github.com/pola-rs/polars/issues/23325";>#23325</a>)</li> <li>Enable Parquet expressions and dedup <code>is_in</code> values in Parquet predicates (<a href="https://redirect.github.com/pola-rs/polars/issues/23293";>#23293</a>)</li> <li>Re-write join types during filter pushdown (<a href="https://redirect.github.com/pola-rs/polars/issues/23275";>#23275</a>)</li> <li>Generate PQ ZSTD decompression context once (<a href="https://redirect.github.com/pola-rs/polars/issues/23200";>#23200</a>)</li> <li>Trigger cache/cse optimizations when multiplexing (<a href="https://redirect.github.com/pola-rs/polars/issues/23274";>#23274</a>)</li> <li>Cache FileInfo upon DSL -> IR conversion (<a href="https://redirect.github.com/pola-rs/polars/issues/23263";>#23263</a>)</li> <li>Push more filters past joins (<a href="https://redirect.github.com/pola-rs/polars/issues/23240";>#23240</a>)</li> <li>Optimize <code>Bitmap::make_mut</code> (<a href="https://redirect.github.com/pola-rs/polars/issues/23138";>#23138</a>)</li> </ul> <h2>✨ Enhancements</h2> <ul> <li>Add Python-side caching for credentials and provider auto-initialization (<a href="https://redirect.github.com/pola-rs/polars/issues/23736";>#23736</a>)</li> <li>Expand on <code>DataTypeExpr</code> (<a href="https://redirect.github.com/pola-rs/polars/issues/23249";>#23249</a>)</li> <li>Lower row-separable functions in streaming engine (<a href="https://redirect.github.com/pola-rs/polars/issues/23633";>#23633</a>)</li> <li>Add scalar checks to range expressions (<a href="https://redirect.github.com/pola-rs/polars/issues/23632";>#23632</a>)</li> <li>Expose <code>POLARS_DOT_SVG_VIEWER</code> to automatically dispatch to SVG viewer (<a href="https://redirect.github.com/pola-rs/polars/issues/23592";>#23592</a>)</li> <li>Implement mean function in <code>arr</code> namespace (<a href="https://redirect.github.com/pola-rs/polars/issues/23486";>#23486</a>)</li> <li>Implement <code>vec_hash</code> for <code>List</code> and <code>Array</code> (<a href="https://redirect.github.com/pola-rs/polars/issues/23578";>#23578</a>)</li> <li>Add unstable <code>pl.row_index()</code> expression (<a href="https://redirect.github.com/pola-rs/polars/issues/23556";>#23556</a>)</li> <li>Add Categories on the Python side (<a href="https://redirect.github.com/pola-rs/polars/issues/23543";>#23543</a>)</li> <li>Implement partitioned sinks for the in-memory engine (<a href="https://redirect.github.com/pola-rs/polars/issues/23522";>#23522</a>)</li> <li>Raise and Warn on UDF's without <code>return_dtype</code> set (<a href="https://redirect.github.com/pola-rs/polars/issues/23353";>#23353</a>)</li> <li>IR pruning (<a href="https://redirect.github.com/pola-rs/polars/issues/23499";>#23499</a>)</li> <li>Support min/max reducer for null dtype in streaming engine (<a href="https://redirect.github.com/pola-rs/polars/issues/23465";>#23465</a>)</li> <li>Implement streaming Categorical/Enum min/max (<a href="https://redirect.github.com/pola-rs/polars/issues/23440";>#23440</a>)</li> <li>Allow cast to Categorical inside list.eval (<a href="https://redirect.github.com/pola-rs/polars/issues/23432";>#23432</a>)</li> <li>Support <code>pathlib.Path</code> as source for <code>read/scan_delta()</code> (<a href="https://redirect.github.com/pola-rs/polars/issues/23411";>#23411</a>)</li> <li>Enable default set of <code>ScanCastOptions</code> for native <code>scan_iceberg()</code> (<a href="https://redirect.github.com/pola-rs/polars/issues/23416";>#23416</a>)</li> <li>Pass payload in <code>ExprRegistry</code> (<a href="https://redirect.github.com/pola-rs/polars/issues/23412";>#23412</a>)</li> <li>Support reading nanosecond/Int96 timestamps and schema evolved datasets in <code>scan_delta()</code> (<a href="https://redirect.github.com/pola-rs/polars/issues/23398";>#23398</a>)</li> <li>Support row group skipping with filters when <code>cast_options</code> is given (<a href="https://redirect.github.com/pola-rs/polars/issues/23356";>#23356</a>)</li> <li>Execute bitwise reductions in streaming engine (<a href="https://redirect.github.com/pola-rs/polars/issues/23321";>#23321</a>)</li> </ul> <!-- raw HTML omitted --> </blockquote> <p>... (truncated)</p> </details> <details> <summary>Commits</summary> <ul> <li><a href="https://github.com/pola-rs/polars/commit/c57de4bf4266a1aa079d44ddf13944bc9f46cdfc";><code>c57de4b</code></a> refactor(python): Remove unused functions from the rust side (<a href="https://redirect.github.com/pola-rs/polars/issues/23757";>#23757</a>)</li> <li><a href="https://github.com/pola-rs/polars/commit/a7081b6d389dab2d4c8e90ad9826e8cbaaca5a97";><code>a7081b6</code></a> ci: Add hashes json (<a href="https://redirect.github.com/pola-rs/polars/issues/23758";>#23758</a>)</li> <li><a href="https://github.com/pola-rs/polars/commit/c07a76a52de9b31995c07521737541cc11d7664e";><code>c07a76a</code></a> Python Polars 1.32 pre-release (<a href="https://redirect.github.com/pola-rs/polars/issues/23750";>#23750</a>)</li> <li><a href="https://github.com/pola-rs/polars/commit/775e0bedb291609edb2171866af02152224a4568";><code>775e0be</code></a> fix(python): Load <code>_expiry_time</code> from botocore <code>Credentials</code> in CredentialPro...</li> <li><a href="https://github.com/pola-rs/polars/commit/257714dda23565e49df3ad972a1604441154a79f";><code>257714d</code></a> feat(python): Add Python-side caching for credentials and provider auto-initi...</li> <li><a href="https://github.com/pola-rs/polars/commit/f576f7efb07bf9770aa928d0f46d4f8048eebd10";><code>f576f7e</code></a> fix: Fix credential refresh logic (<a href="https://redirect.github.com/pola-rs/polars/issues/23730";>#23730</a>)</li> <li><a href="https://github.com/pola-rs/polars/commit/03c772c68f5d907e7135aa0989a4a1d00e715d3e";><code>03c772c</code></a> chore: Add <code>AExpr::is_expr_equal_to</code> (<a href="https://redirect.github.com/pola-rs/polars/issues/23740";>#23740</a>)</li> <li><a href="https://github.com/pola-rs/polars/commit/003957516da9b05ecbd010f6c73bcd2ec41cc070";><code>0039575</code></a> fix: Fix <code>to_datetime()</code> fallible identification (<a href="https://redirect.github.com/pola-rs/polars/issues/23735";>#23735</a>)</li> <li><a href="https://github.com/pola-rs/polars/commit/226a8a212c801586cef818269662bf21a002fc5b";><code>226a8a2</code></a> fix: Correct output datatype for <code>dt.with_time_unit</code> (<a href="https://redirect.github.com/pola-rs/polars/issues/23734";>#23734</a>)</li> <li><a href="https://github.com/pola-rs/polars/commit/2970c00774932f48b148bbdece5121985fa63624";><code>2970c00</code></a> fix: Fix incorrect native Iceberg scan from tables with renamed/dropped colum...</li> <li>Additional commits viewable in <a href="https://github.com/pola-rs/polars/compare/py-1.31.0...py-1.32.0";>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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