Lsdb

What's Changed
* Operations update metadata correctly by smcguire-cmu in https://github.com/astronomy-commons/lsdb/pull/596
* Verify `UPath` initialization by camposandro in https://github.com/astronomy-commons/lsdb/pull/600
* Fix hive columns not being updated during merge operations by smcguire-cmu in https://github.com/astronomy-commons/lsdb/pull/603
* fix hive column NA values by smcguire-cmu in https://github.com/astronomy-commons/lsdb/pull/607
* Crossmatch pandas dataframe with an lsdb catalog by OliviaLynn in https://github.com/astronomy-commons/lsdb/pull/602
* Support the `hats` property `npix_suffix` by troyraen in https://github.com/astronomy-commons/lsdb/pull/586
* Re-generate test data, and update expectations. by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/604
* Add SNAD-PS1-Zubercal NB by hombit in https://github.com/astronomy-commons/lsdb/pull/444
* Fix performance of merge functions after updated align_and_apply by smcguire-cmu in https://github.com/astronomy-commons/lsdb/pull/608
* Add loads of links to cite LSDB. by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/609
* Add testing after updating catalog structure. by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/614
* Fix display of links and headers by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/615
* Add filter by column query section by OliviaLynn in https://github.com/astronomy-commons/lsdb/pull/616
* Update margins when using `map_partitions` by camposandro in https://github.com/astronomy-commons/lsdb/pull/621
* Add wrapper for `sort_values` by camposandro in https://github.com/astronomy-commons/lsdb/pull/619
* Parametrize test instead of for loop. by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/623
* Dask cluster tips docs by hombit in https://github.com/astronomy-commons/lsdb/pull/617
* Don't assume Norder/Dir/Npix columns by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/628
* Add simple check for expected common kwarg mistakes by OliviaLynn in https://github.com/astronomy-commons/lsdb/pull/630
* Update pyproject.toml by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/632

New Contributors
* troyraen made their first contribution in https://github.com/astronomy-commons/lsdb/pull/586

**Full Changelog**: https://github.com/astronomy-commons/lsdb/compare/v0.4.6...v0.5.0

What's Changed
* Update 4-release_tracker.md by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/547
* Pass args and kwargs to derive meta on `map_partitions` by camposandro in https://github.com/astronomy-commons/lsdb/pull/568
* O(1B) -> ~10⁹ by hombit in https://github.com/astronomy-commons/lsdb/pull/567
* Update ztf-alerts-sne.ipynb with better plots by hombit in https://github.com/astronomy-commons/lsdb/pull/565
* Add "all" options to read_hats columns by smcguire-cmu in https://github.com/astronomy-commons/lsdb/pull/569
* O(1B) -> ~10^9 by hombit in https://github.com/astronomy-commons/lsdb/pull/575
* Issue/540/docs updates by OliviaLynn in https://github.com/astronomy-commons/lsdb/pull/542
* Update performance tutorial with updated analysis by smcguire-cmu in https://github.com/astronomy-commons/lsdb/pull/574
* Separate tutorials into multiple sections by smcguire-cmu in https://github.com/astronomy-commons/lsdb/pull/577
* Do not include pandas metadata in leaf parquet files by camposandro in https://github.com/astronomy-commons/lsdb/pull/581
* Bump dawidd6/action-download-artifact from 7 to 8 by dependabot in https://github.com/astronomy-commons/lsdb/pull/562
* Add example for anonymous S3 catalog reads by camposandro in https://github.com/astronomy-commons/lsdb/pull/585
* LSSTC to LSST Discovery Alliance by nevencaplar in https://github.com/astronomy-commons/lsdb/pull/587
* Bump dawidd6/action-download-artifact from 8 to 9 by dependabot in https://github.com/astronomy-commons/lsdb/pull/597


**Full Changelog**: https://github.com/astronomy-commons/lsdb/compare/v0.4.5...v0.4.6

What's Changed
* Drop support for python 3.9 by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/527
* Add plotting to search filters by smcguire-cmu in https://github.com/astronomy-commons/lsdb/pull/524
* Update to PPT 2.0.5 - fixes slack notifications by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/528
* Spruce up the contribution guide. by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/531
* Address failing benchmarks by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/532
* Fix docstrings, move slow nb to pre-executed. by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/533
* Use a naive sparse histogram. by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/534
* Add more helpful error with non overlapping catalogs by smcguire-cmu in https://github.com/astronomy-commons/lsdb/pull/537
* Remove in csv format in docstring for from_dataframe by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/538
* Save named indices in `from_dataframe` by camposandro in https://github.com/astronomy-commons/lsdb/pull/539
* Require newer hats version by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/545
* Use default_columns property from hats catalog if available in read_hats by smcguire-cmu in https://github.com/astronomy-commons/lsdb/pull/543
* Remove typing imports for List, Tuple, Union by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/544


**Full Changelog**: https://github.com/astronomy-commons/lsdb/compare/v0.4.4...v0.4.5

What's Changed
* Bump dawidd6/action-download-artifact from 6 to 7 by dependabot in https://github.com/astronomy-commons/lsdb/pull/518
* Bump codecov/codecov-action from 4 to 5 by dependabot in https://github.com/astronomy-commons/lsdb/pull/519
* Bump slackapi/slack-github-action from 1 to 2 by dependabot in https://github.com/astronomy-commons/lsdb/pull/520
* Implement map type and merging by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/511
* Update PPT to 2.0.4 by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/521
* Update Catalog Lazy Representation by smcguire-cmu in https://github.com/astronomy-commons/lsdb/pull/514
* Test on Windows OS. by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/522


**Full Changelog**: https://github.com/astronomy-commons/lsdb/compare/v0.4.3...v0.4.4

What's Changed
* Add issue template for release tracking by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/496
* Reimport `*Search` from root `__init__.py` by hombit in https://github.com/astronomy-commons/lsdb/pull/498
* Fix link to index table tutorial by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/499
* Use HATS `filter_by_*` methods for spatial filtering by camposandro in https://github.com/astronomy-commons/lsdb/pull/497
* Bump pre-commit-ci/lite-action from 1.0.3 to 1.1.0 by dependabot in https://github.com/astronomy-commons/lsdb/pull/490
* Run CI using un-released nested packages. by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/500
* Test can be unskipped for column names with spaces by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/501
* Add ZTF alerts notebook by hombit in https://github.com/astronomy-commons/lsdb/pull/479
* Remove the `lonlat` argument from `ang2vec` by camposandro in https://github.com/astronomy-commons/lsdb/pull/504
* Add MOC Filter by smcguire-cmu in https://github.com/astronomy-commons/lsdb/pull/503
* Update to hats healpix math by smcguire-cmu in https://github.com/astronomy-commons/lsdb/pull/509
* Update box search for migration by camposandro in https://github.com/astronomy-commons/lsdb/pull/507
* Add plot points method by smcguire-cmu in https://github.com/astronomy-commons/lsdb/pull/510
* Update margin docs notebook to use new plotting functions by smcguire-cmu in https://github.com/astronomy-commons/lsdb/pull/513
* Fix empty margin catalogs in `from_dataframe` by camposandro in https://github.com/astronomy-commons/lsdb/pull/508
* Remove margin fine filtering and remove healpy dependency by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/515
* Require new hats by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/517


**Full Changelog**: https://github.com/astronomy-commons/lsdb/compare/v0.4.2...v0.4.3

What's Changed
* "Getting data into LSDB" should include a reference to the import topic by gitosaurus in https://github.com/astronomy-commons/lsdb/pull/483
* Add catalog validation tutorial by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/480
* Tutorial for using index tables and search. by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/484
* Address warning on writing catalog. by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/488
* Add plot moc method by smcguire-cmu in https://github.com/astronomy-commons/lsdb/pull/491
* Add join catalogs notebook by camposandro in https://github.com/astronomy-commons/lsdb/pull/481
* Some grammar and clarity updates by OliviaLynn in https://github.com/astronomy-commons/lsdb/pull/482
* Update nested-dask to v0.3.0 by hombit in https://github.com/astronomy-commons/lsdb/pull/493
* Update pyproject.toml by delucchi-cmu in https://github.com/astronomy-commons/lsdb/pull/494

New Contributors
* gitosaurus made their first contribution in https://github.com/astronomy-commons/lsdb/pull/483
* OliviaLynn made their first contribution in https://github.com/astronomy-commons/lsdb/pull/482

**Full Changelog**: https://github.com/astronomy-commons/lsdb/compare/v0.4.1...v0.4.2