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<div class='bi-wrap'><section class='bi-band'><div class='bi-title'><div><h2>Work Threads</h2><p>Graph-connected issue/PR units with referenced context and review or CI gates attached.</p></div></div><div class='scroll-table'><table class='bi-table'><thead><tr><th>Thread</th><th>Score</th><th>Issues</th><th>PRs</th><th>Next Action</th><th>Edges</th></tr></thead><tbody><tr><td><strong>PR #13323 - Apply tuple bind expressions to expanding IN values</strong><div class='muted'>waiting on repo-owner test approval</div></td><td>94</td><td><span class='chip-row'><span class='chip'>#8992</span></span></td><td><span class='chip-row'><span class='chip'>PR #13323</span></span></td><td><div class='wide'>Approve or inspect gated test run(s) for PR #13323, then review the thread evidence together.</div></td><td>4</td></tr><tr><td><strong>PR #13402 - Allow inspection registrations from module reloads</strong><div class='muted'>waiting on CI/check fix</div></td><td>73</td><td><span class='chip-row'><span class='chip'>#10748</span></span></td><td><span class='chip-row'><span class='chip'>PR #13402</span></span></td><td><div class='wide'>Review active PRs and linked issues as one maintainer work thread.</div></td><td>8</td></tr><tr><td><strong>PR #13421 - Fix oracledb async dialect entering cursors synchronously</strong><div class='muted'>waiting on CI/check fix</div></td><td>73</td><td><span class='chip-row'><span class='chip'>#13420</span></span></td><td><span class='chip-row'><span class='chip'>PR #13421</span></span></td><td><div class='wide'>Review active PRs and linked issues as one maintainer work thread.</div></td><td>5</td></tr><tr><td><strong>PR #12697 - Support schema-qualified collation in types for PostgreSQL</strong><div class='muted'>waiting on repo-owner test approval</div></td><td>70</td><td><span class='chip-row'><span class='chip'>#6511</span><span class='chip'>#9693</span></span></td><td><span class='chip-row'><span class='chip'>PR #12697</span><span class='chip'>PR #12698</span><span class='chip'>PR #13418</span></span></td><td><div class='wide'>Approve or inspect gated test run(s) for PR #13418, then review the thread evidence together.</div></td><td>43</td></tr><tr><td><strong>PR #13368 - Document deprecated MySQL (M,D) float syntax and improve error message</strong><div class='muted'>waiting on repo-owner test approval</div></td><td>70</td><td><span class='chip-row'><span class='chip'>#11132</span></span></td><td><span class='chip-row'><span class='chip'>PR #13368</span></span></td><td><div class='wide'>Approve or inspect gated test run(s) for PR #13368, then review the thread evidence together.</div></td><td>3</td></tr><tr><td><strong>PR #13399 - UniqueConstraint and Index withheld from table via attach_to_table flag, and appended to table via append_constraint</strong><div class='muted'>waiting on repo-owner test approval</div></td><td>70</td><td><span class='chip-row'><span class='chip'>#13048</span></span></td><td><span class='chip-row'><span class='chip'>PR #13399</span></span></td><td><div class='wide'>Approve or inspect gated test run(s) for PR #13399, then review the thread evidence together.</div></td><td>3</td></tr><tr><td><strong>PR #13404 - Subqueryload without per-row Row construction — ~26% on subqueryload</strong><div class='muted'>waiting on repo-owner test approval</div></td><td>70</td><td><span class='chip-row'><span class='chip'>#13406</span></span></td><td><span class='chip-row'><span class='chip'>PR #13404</span></span></td><td><div class='wide'>Approve or inspect gated test run(s) for PR #13404, then review the thread evidence together.</div></td><td>4</td></tr><tr><td><strong>PR #13405 - Cython batch instance processor — ~10–30% on most loads (collection joinedload −5%)</strong><div class='muted'>waiting on repo-owner test approval</div></td><td>70</td><td><span class='chip-row'><span class='chip'>#13407</span></span></td><td><span class='chip-row'><span class='chip'>PR #13405</span></span></td><td><div class='wide'>Approve or inspect gated test run(s) for PR #13405, then review the thread evidence together.</div></td><td>4</td></tr><tr><td><strong>PR #13398 - fix catastrophic backtracking in sqlite inline unique reflection regex</strong><div class='muted'>waiting on repo-owner test approval</div></td><td>70</td><td><span class='chip-row'><span class='chip'>#13419</span></span></td><td><span class='chip-row'><span class='chip'>PR #13398</span></span></td><td><div class='wide'>Approve or inspect gated test run(s) for PR #13398, then review the thread evidence together.</div></td><td>7</td></tr><tr><td><strong>PR #12401 - Make loader strategy error message more verbose</strong><div class='muted'>waiting on CI/check fix</div></td><td>65</td><td><span class='chip-row'><span class='chip'>#12398</span></span></td><td><span class='chip-row'><span class='chip'>PR #12401</span></span></td><td><div class='wide'>Review active PRs and linked issues as one maintainer work thread.</div></td><td>4</td></tr><tr><td><strong>PR #13303 - Fix PostgreSQL CHECK constraint reflection stripping unrelated parens</strong><div class='muted'>waiting on contributor</div></td><td>62</td><td><span class='chip-row'><span class='chip'>#13157</span></span></td><td><span class='chip-row'><span class='chip'>PR #13303</span></span></td><td><div class='wide'>Wait for contributor update on PR #13303; keep related issue/PR context attached.</div></td><td>13</td></tr><tr><td><strong>PR #13415 - scalars/mappings performance improvement.</strong><div class='muted'>waiting on repo-owner test approval</div></td><td>60</td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><span class='chip-row'><span class='chip'>PR #13415</span></span></td><td><div class='wide'>Approve or inspect gated test run(s) for PR #13415, then review the thread evidence together.</div></td><td>1</td></tr><tr><td><strong>PR #13416 - Perf/eager collection bulk extend</strong><div class='muted'>waiting on repo-owner test approval</div></td><td>60</td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><span class='chip-row'><span class='chip'>PR #13416</span></span></td><td><div class='wide'>Approve or inspect gated test run(s) for PR #13416, then review the thread evidence together.</div></td><td>3</td></tr><tr><td><strong>PR #13417 - Add type annotations to sqlalchemy.ext.serializer</strong><div class='muted'>waiting on repo-owner test approval</div></td><td>60</td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><span class='chip-row'><span class='chip'>PR #13417</span></span></td><td><div class='wide'>Approve or inspect gated test run(s) for PR #13417, then review the thread evidence together.</div></td><td>3</td></tr><tr><td><strong>PR #10574 - fixes: #2943, allow overriding validates for inheritance</strong><div class='muted'>waiting on CI/check fix</div></td><td>55</td><td><span class='chip-row'><span class='chip'>#2943</span></span></td><td><span class='chip-row'><span class='chip'>PR #10574</span></span></td><td><div class='wide'>Review active PRs and linked issues as one maintainer work thread.</div></td><td>6</td></tr><tr><td><strong>PR #12645 - enable mypy &quot;ignore-without-code&quot; rule</strong><div class='muted'>waiting on CI/check fix</div></td><td>55</td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><span class='chip-row'><span class='chip'>PR #12645</span></span></td><td><div class='wide'>PR blocked</div></td><td>1</td></tr><tr><td><strong>PR #13289 - fix: raise clear error when default_factory/default passed to WriteOnlyMapped/DynamicMapped relationship</strong><div class='muted'>waiting on contributor</div></td><td>52</td><td><span class='chip-row'><span class='chip'>#9410</span><span class='chip'>#9493</span><span class='chip'>#9930</span><span class='chip'>#10094</span><span class='chip'>#13227</span></span></td><td><span class='chip-row'><span class='chip'>PR #13289</span></span></td><td><div class='wide'>Wait for contributor update on PR #13289; keep related issue/PR context attached.</div></td><td>20</td></tr><tr><td><strong>PR #12433 - Coerce aliased Select and CompoundSelect to subquery</strong><div class='muted'>waiting on contributor</div></td><td>52</td><td><span class='chip-row'><span class='chip'>#6274</span></span></td><td><span class='chip-row'><span class='chip'>PR #12433</span></span></td><td><div class='wide'>Wait for contributor update on PR #12433; keep related issue/PR context attached.</div></td><td>9</td></tr><tr><td><strong>Issue #9548 - relationship loader options do a &quot;recursive&quot; thing inconsistently</strong><div class='muted'>high-priority/blocker</div></td><td>52</td><td><span class='chip-row'><span class='chip'>#9548</span></span></td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><div class='wide'>high-priority/blocker</div></td><td>0</td></tr><tr><td><strong>PR #13137 - Use _effective_decimal_return_scale in Numeric.result_processor</strong><div class='muted'>waiting on repo-owner test approval</div></td><td>52</td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><span class='chip-row'><span class='chip'>PR #13137</span></span></td><td><div class='wide'>Approve or inspect gated test run(s) for PR #13137, then review the thread evidence together.</div></td><td>1</td></tr><tr><td><strong>PR #13312 - test: add coverage for delete with nested alias exists</strong><div class='muted'>waiting on repo-owner test approval</div></td><td>52</td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><span class='chip-row'><span class='chip'>PR #13312</span></span></td><td><div class='wide'>Approve or inspect gated test run(s) for PR #13312, then review the thread evidence together.</div></td><td>1</td></tr><tr><td><strong>PR #11296 - Ability to specify `WITH` when creating a table + fixes `WITH` when creating an index</strong><div class='muted'>waiting on contributor</div></td><td>45</td><td><span class='chip-row'><span class='chip'>#11122</span></span></td><td><span class='chip-row'><span class='chip'>PR #11296</span></span></td><td><div class='wide'>Wait for contributor update on PR #11296; keep related issue/PR context attached.</div></td><td>6</td></tr><tr><td><strong>PR #13051 - Added implementations for avg &amp; abs</strong><div class='muted'>waiting on contributor</div></td><td>45</td><td><span class='chip-row'><span class='chip'>#13049</span></span></td><td><span class='chip-row'><span class='chip'>PR #13051</span></span></td><td><div class='wide'>Wait for contributor update on PR #13051; keep related issue/PR context attached.</div></td><td>6</td></tr><tr><td><strong>PR #13288 - fix(pool): use time.monotonic() instead of time.time() for connection timestamps</strong><div class='muted'>waiting on contributor</div></td><td>45</td><td><span class='chip-row'><span class='chip'>#13169</span></span></td><td><span class='chip-row'><span class='chip'>PR #13288</span></span></td><td><div class='wide'>Wait for contributor update on PR #13288; keep related issue/PR context attached.</div></td><td>5</td></tr><tr><td><strong>PR #12297 - refactor(MSExecutionContext): improve identity insert handling and va…</strong><div class='muted'>has linked issue</div></td><td>44</td><td><span class='chip-row'><span class='chip'>#11620</span></span></td><td><span class='chip-row'><span class='chip'>PR #12297</span></span></td><td><div class='wide'>Review active PRs and linked issues as one maintainer work thread.</div></td><td>7</td></tr><tr><td><strong>PR #8136 - Add tools for documentation formatting and validation</strong><div class='muted'>draft/noise</div></td><td>43</td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><span class='chip-row'><span class='chip'>PR #8136</span></span></td><td><div class='wide'>draft/noise</div></td><td>3</td></tr><tr><td><strong>PR #12731 - fix(typing): allow DeclarativeBase subclasses in with_for_update(of=...)</strong><div class='muted'>draft/noise</div></td><td>38</td><td><span class='chip-row'><span class='chip'>#6120</span><span class='chip'>#6810</span><span class='chip'>#9301</span><span class='chip'>#9587</span><span class='chip'>#10351</span><span class='chip'>#10527</span><span class='chip'>#10888</span><span class='chip'>#11686</span><span class='chip'>#13357</span></span></td><td><span class='chip-row'><span class='chip'>PR #12731</span></span></td><td><div class='wide'>Review active PRs and linked issues as one maintainer work thread.</div></td><td>41</td></tr><tr><td><strong>Issue #10675 - syntax error with mysql bulk update via INSERT ... SELECT ... ON DUPLICATE KEY UPDATE</strong><div class='muted'>good volunteer slice</div></td><td>38</td><td><span class='chip-row'><span class='chip'>#10675</span></span></td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><div class='wide'>good volunteer slice</div></td><td>1</td></tr><tr><td><strong>Issue #8341 - support MySQL 8.0.13&#x27;s new magical syntax for function server defaults</strong><div class='muted'>good volunteer slice</div></td><td>38</td><td><span class='chip-row'><span class='chip'>#8341</span></span></td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><div class='wide'>good volunteer slice</div></td><td>0</td></tr><tr><td><strong>PR #11107 - migration note on subqueries</strong><div class='muted'>waiting on contributor</div></td><td>35</td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><span class='chip-row'><span class='chip'>PR #11107</span></span></td><td><div class='wide'>Wait for contributor update on PR #11107; keep related issue/PR context attached.</div></td><td>2</td></tr><tr><td><strong>PR #11297 - Optionally include rollback exception in closed transaction invalid request error message when possible</strong><div class='muted'>waiting on contributor</div></td><td>35</td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><span class='chip-row'><span class='chip'>PR #11297</span></span></td><td><div class='wide'>Wait for contributor update on PR #11297; keep related issue/PR context attached.</div></td><td>0</td></tr><tr><td><strong>PR #11437 - initial commit to update the SQLAlchemy examples</strong><div class='muted'>waiting on contributor</div></td><td>35</td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><span class='chip-row'><span class='chip'>PR #11437</span></span></td><td><div class='wide'>Wait for contributor update on PR #11437; keep related issue/PR context attached.</div></td><td>2</td></tr><tr><td><strong>Issue #12101 - Better support of locking clauses (FOR UPDATE/SHARE) when supported</strong><div class='muted'>needs maintainer decision</div></td><td>28</td><td><span class='chip-row'><span class='chip'>#5583</span><span class='chip'>#12101</span></span></td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><div class='wide'>needs maintainer decision</div></td><td>4</td></tr><tr><td><strong>Issue #13204 - Immediateload fails to load when combined with inheritance</strong><div class='muted'>needs maintainer decision</div></td><td>28</td><td><span class='chip-row'><span class='chip'>#13204</span><span class='chip'>#13210</span></span></td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><div class='wide'>needs maintainer decision</div></td><td>3</td></tr><tr><td><strong>Issue #10541 - Improve scalars performance by trying to avoid the creation of a Row</strong><div class='muted'>needs maintainer decision</div></td><td>28</td><td><span class='chip-row'><span class='chip'>#10541</span></span></td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><div class='wide'>needs maintainer decision</div></td><td>0</td></tr><tr><td><strong>Issue #10676 - Add reasonable min version for the internal dialects packages / databases</strong><div class='muted'>needs maintainer decision</div></td><td>28</td><td><span class='chip-row'><span class='chip'>#10676</span></span></td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><div class='wide'>needs maintainer decision</div></td><td>0</td></tr><tr><td><strong>Issue #13113 - SQLite insert supports multiple on-conflict clauses in inserts</strong><div class='muted'>needs maintainer decision</div></td><td>28</td><td><span class='chip-row'><span class='chip'>#13113</span></span></td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><div class='wide'>needs maintainer decision</div></td><td>0</td></tr><tr><td><strong>Issue #13153 - `composite` with in-place custom values getter</strong><div class='muted'>needs maintainer decision</div></td><td>28</td><td><span class='chip-row'><span class='chip'>#13153</span></span></td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><div class='wide'>needs maintainer decision</div></td><td>0</td></tr><tr><td><strong>Issue #13212 - Support for native JSON in mssql</strong><div class='muted'>needs maintainer decision</div></td><td>28</td><td><span class='chip-row'><span class='chip'>#13212</span></span></td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><div class='wide'>needs maintainer decision</div></td><td>1</td></tr><tr><td><strong>Issue #13253 - im not sure we can type hybrid_methods fully</strong><div class='muted'>needs maintainer decision</div></td><td>28</td><td><span class='chip-row'><span class='chip'>#13253</span></span></td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><div class='wide'>needs maintainer decision</div></td><td>0</td></tr><tr><td><strong>Issue #13281 - Modernize type annotations to PEP 604 union syntax</strong><div class='muted'>needs maintainer decision</div></td><td>28</td><td><span class='chip-row'><span class='chip'>#13281</span></span></td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><div class='wide'>needs maintainer decision</div></td><td>0</td></tr><tr><td><strong>Issue #13311 - Provide a many-table version for has_table</strong><div class='muted'>needs maintainer decision</div></td><td>28</td><td><span class='chip-row'><span class='chip'>#13311</span></span></td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><div class='wide'>needs maintainer decision</div></td><td>0</td></tr><tr><td><strong>Issue #7366 - extend_existing will add copies of indexes, constraints, etc. as there is no deduplication on name</strong><div class='muted'>needs maintainer decision</div></td><td>28</td><td><span class='chip-row'><span class='chip'>#7366</span></span></td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><div class='wide'>needs maintainer decision</div></td><td>2</td></tr><tr><td><strong>Issue #9154 - 11 test failures with PyPy3.9 7.3.11 in 2.0.0 (and git main)</strong><div class='muted'>needs maintainer decision</div></td><td>28</td><td><span class='chip-row'><span class='chip'>#9154</span></span></td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><div class='wide'>needs maintainer decision</div></td><td>1</td></tr><tr><td><strong>Issue #9468 - Implementation for get_unique_constraints for MS SQL Server</strong><div class='muted'>needs maintainer decision</div></td><td>28</td><td><span class='chip-row'><span class='chip'>#9468</span></span></td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><div class='wide'>needs maintainer decision</div></td><td>0</td></tr><tr><td><strong>Issue #4289 - support None for index name</strong><div class='muted'>stale/low urgency</div></td><td>20</td><td><span class='chip-row'><span class='chip'>#4289</span><span class='chip'>#5350</span></span></td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><div class='wide'>stale/low urgency</div></td><td>5</td></tr><tr><td><strong>Issue #9212 - add additional type migration section to whatsnew detailing declared_attr format changes, others</strong><div class='muted'>good volunteer slice</div></td><td>20</td><td><span class='chip-row'><span class='chip'>#9212</span><span class='chip'>#9213</span></span></td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><div class='wide'>good volunteer slice</div></td><td>2</td></tr><tr><td><strong>Issue #10310 - Select Values in Mysql</strong><div class='muted'>good volunteer slice</div></td><td>20</td><td><span class='chip-row'><span class='chip'>#10310</span></span></td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><div class='wide'>good volunteer slice</div></td><td>0</td></tr><tr><td><strong>Issue #10335 - Support `Final[Mapped[...]]` in the ORM</strong><div class='muted'>good volunteer slice</div></td><td>20</td><td><span class='chip-row'><span class='chip'>#10335</span></span></td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><div class='wide'>good volunteer slice</div></td><td>0</td></tr><tr><td><strong>Issue #10341 - add official API to have naming conventions work for alternate constraint types</strong><div class='muted'>good volunteer slice</div></td><td>20</td><td><span class='chip-row'><span class='chip'>#10341</span></span></td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><div class='wide'>good volunteer slice</div></td><td>0</td></tr><tr><td><strong>Issue #11312 - reflecting oracle synonym of synonym over dblink</strong><div class='muted'>good volunteer slice</div></td><td>20</td><td><span class='chip-row'><span class='chip'>#11312</span></span></td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><div class='wide'>good volunteer slice</div></td><td>0</td></tr><tr><td><strong>Issue #4434 - Support for functions in UniqueConstraint</strong><div class='muted'>good volunteer slice</div></td><td>20</td><td><span class='chip-row'><span class='chip'>#4434</span></span></td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><div class='wide'>good volunteer slice</div></td><td>0</td></tr><tr><td><strong>Issue #5123 - apply informative re-raise if a result processor function fails</strong><div class='muted'>good volunteer slice</div></td><td>20</td><td><span class='chip-row'><span class='chip'>#5123</span></span></td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><div class='wide'>good volunteer slice</div></td><td>1</td></tr><tr><td><strong>Issue #5133 - Add APPLY operator support for mssql</strong><div class='muted'>good volunteer slice</div></td><td>20</td><td><span class='chip-row'><span class='chip'>#5133</span></span></td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><div class='wide'>good volunteer slice</div></td><td>0</td></tr><tr><td><strong>Issue #5139 - Document how to add dialect keywords get_columns() column information</strong><div class='muted'>good volunteer slice</div></td><td>20</td><td><span class='chip-row'><span class='chip'>#5139</span></span></td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><div class='wide'>good volunteer slice</div></td><td>0</td></tr><tr><td><strong>Issue #5564 - add limit() / offset() to CTE, as CTE.union() produces a CTE and not a CompoundSelect</strong><div class='muted'>good volunteer slice</div></td><td>20</td><td><span class='chip-row'><span class='chip'>#5564</span></span></td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><div class='wide'>good volunteer slice</div></td><td>0</td></tr><tr><td><strong>Issue #5846 - Support reverse bitwise operations</strong><div class='muted'>good volunteer slice</div></td><td>20</td><td><span class='chip-row'><span class='chip'>#5846</span></span></td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><div class='wide'>good volunteer slice</div></td><td>0</td></tr><tr><td><strong>Issue #6084 - version_id_col should accept string attr name like polymorphic_on does, make sure all mapper args that point to a column can work like this</strong><div class='muted'>good volunteer slice</div></td><td>20</td><td><span class='chip-row'><span class='chip'>#6084</span></span></td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><div class='wide'>good volunteer slice</div></td><td>0</td></tr><tr><td><strong>Issue #7149 - Automap: prefer snake_case over lower() for relationship attribute names</strong><div class='muted'>good volunteer slice</div></td><td>20</td><td><span class='chip-row'><span class='chip'>#7149</span></span></td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><div class='wide'>good volunteer slice</div></td><td>0</td></tr><tr><td><strong>Issue #7604 - add execution option for asyncpg_timeout</strong><div class='muted'>good volunteer slice</div></td><td>20</td><td><span class='chip-row'><span class='chip'>#7604</span></span></td><td><span class='chip-row'><span class='muted'>none</span></span></td><td><div class='wide'>good volunteer slice</div></td><td>0</td></tr></tbody></table></div></section></div>