├── .copier-answers.yml ├── .git_archival.txt ├── .gitattributes ├── .github ├── ISSUE_TEMPLATE │ ├── 0-general_issue.md │ ├── 1-bug_report.md │ └── 2-feature_request.md ├── dependabot.yml ├── pull_request_template.md └── workflows │ ├── add-issue-to-project-tracker.yml │ ├── asv-main.yml │ ├── asv-nightly.yml │ ├── asv-pr.yml │ ├── pre-commit-ci.yml │ ├── publish-benchmarks-pr.yml │ ├── publish-to-pypi.yml │ ├── smoke-test.yml │ ├── testing-and-coverage.yml │ └── testing-windows.yml ├── .gitignore ├── .pre-commit-config.yaml ├── .prepare_project.sh ├── .readthedocs.yml ├── .setup_dev.sh ├── CITATION.bib ├── LICENSE ├── README.md ├── benchmarks ├── __init__.py ├── asv.conf.json ├── benchmarks.py └── data │ ├── generate_data.ipynb │ ├── large_catalog │ ├── dataset │ │ ├── _common_metadata │ │ └── _metadata │ ├── partition_info.csv │ └── properties │ └── midsize_catalog │ ├── dataset │ ├── _common_metadata │ └── _metadata │ ├── partition_info.csv │ └── properties ├── docs ├── Makefile ├── _static │ ├── custom.css │ └── gaia.png ├── citation.rst ├── conf.py ├── getting_started.rst ├── guide │ ├── contributing.rst │ ├── directory_scheme.rst │ └── margin_cache_diagram.png ├── index.rst ├── notebooks.rst ├── notebooks │ ├── catalog_size_inspection.ipynb │ ├── cone_search.ipynb │ └── moc_usage.ipynb └── requirements.txt ├── pyproject.toml ├── requirements.txt ├── src ├── .pylintrc └── hats │ ├── __init__.py │ ├── catalog │ ├── __init__.py │ ├── association_catalog │ │ ├── __init__.py │ │ └── association_catalog.py │ ├── catalog.py │ ├── catalog_collection.py │ ├── catalog_type.py │ ├── dataset │ │ ├── __init__.py │ │ ├── collection_properties.py │ │ ├── dataset.py │ │ └── table_properties.py │ ├── healpix_dataset │ │ ├── __init__.py │ │ └── healpix_dataset.py │ ├── index │ │ ├── __init__.py │ │ └── index_catalog.py │ ├── map │ │ ├── __init__.py │ │ └── map_catalog.py │ ├── margin_cache │ │ ├── __init__.py │ │ └── margin_catalog.py │ └── partition_info.py │ ├── inspection │ ├── __init__.py │ ├── _plotting.py │ └── visualize_catalog.py │ ├── io │ ├── __init__.py │ ├── file_io │ │ ├── __init__.py │ │ ├── file_io.py │ │ └── file_pointer.py │ ├── parquet_metadata.py │ ├── paths.py │ ├── skymap.py │ └── validation.py │ ├── loaders │ ├── __init__.py │ └── read_hats.py │ ├── pixel_math │ ├── __init__.py │ ├── healpix_pixel.py │ ├── healpix_pixel_convertor.py │ ├── healpix_pixel_function.py │ ├── healpix_shim.py │ ├── partition_stats.py │ ├── pixel_margins.py │ ├── region_to_moc.py │ ├── sparse_histogram.py │ ├── spatial_index.py │ └── validators.py │ ├── pixel_tree │ ├── __init__.py │ ├── moc_filter.py │ ├── moc_utils.py │ ├── negative_tree.py │ ├── pixel_alignment.py │ ├── pixel_alignment_types.py │ └── pixel_tree.py │ ├── py.typed │ └── search │ ├── __init__.py │ └── region_search.py └── tests ├── .pylintrc ├── conftest.py ├── data ├── generate_data.ipynb ├── info_only │ ├── catalog │ │ └── properties │ ├── collection │ │ └── collection.properties │ ├── dataset │ │ └── properties │ ├── index_catalog │ │ └── properties │ └── margin_cache │ │ └── properties ├── small_sky │ ├── dataset │ │ ├── Norder=0 │ │ │ └── Dir=0 │ │ │ │ └── Npix=11.parquet │ │ ├── _common_metadata │ │ └── _metadata │ ├── hats.properties │ ├── partition_info.csv │ ├── point_map.fits │ ├── properties │ └── skymap.fits ├── small_sky_healpix13 │ ├── dataset │ │ ├── Norder=0 │ │ │ └── Dir=0 │ │ │ │ └── Npix=11.parquet │ │ ├── _common_metadata │ │ └── _metadata │ ├── hats.properties │ ├── partition_info.csv │ ├── point_map.fits │ ├── properties │ └── skymap.fits ├── small_sky_nested │ ├── dataset │ │ ├── Norder=1 │ │ │ └── Dir=0 │ │ │ │ └── Npix=47.parquet │ │ ├── Norder=2 │ │ │ └── Dir=0 │ │ │ │ ├── Npix=176.parquet │ │ │ │ ├── Npix=177.parquet │ │ │ │ ├── Npix=178.parquet │ │ │ │ ├── Npix=179.parquet │ │ │ │ ├── Npix=180.parquet │ │ │ │ ├── Npix=181.parquet │ │ │ │ ├── Npix=182.parquet │ │ │ │ ├── Npix=183.parquet │ │ │ │ ├── Npix=184.parquet │ │ │ │ ├── Npix=185.parquet │ │ │ │ ├── Npix=186.parquet │ │ │ │ └── Npix=187.parquet │ │ ├── _common_metadata │ │ └── _metadata │ ├── hats.properties │ ├── partition_info.csv │ ├── point_map.fits │ ├── properties │ └── skymap.fits ├── small_sky_npix_alt_suffix │ ├── dataset │ │ ├── Norder=0 │ │ │ └── Dir=0 │ │ │ │ └── Npix=11.parq │ │ ├── _common_metadata │ │ └── _metadata │ ├── hats.properties │ ├── partition_info.csv │ └── properties ├── small_sky_npix_as_dir │ ├── dataset │ │ ├── Norder=0 │ │ │ └── Dir=0 │ │ │ │ └── Npix=11 │ │ │ │ └── part0.parquet │ │ ├── _common_metadata │ │ └── _metadata │ ├── hats.properties │ ├── partition_info.csv │ └── properties ├── small_sky_o1_collection │ ├── collection.properties │ ├── small_sky_order1 │ │ ├── dataset │ │ │ ├── Norder=1 │ │ │ │ └── Dir=0 │ │ │ │ │ ├── Npix=44.parquet │ │ │ │ │ ├── Npix=45.parquet │ │ │ │ │ ├── Npix=46.parquet │ │ │ │ │ └── Npix=47.parquet │ │ │ ├── _common_metadata │ │ │ └── _metadata │ │ ├── hats.properties │ │ ├── partition_info.csv │ │ ├── point_map.fits │ │ ├── properties │ │ └── skymap.fits │ ├── small_sky_order1_id_index │ │ ├── dataset │ │ │ ├── _common_metadata │ │ │ ├── _metadata │ │ │ └── index │ │ │ │ └── part.0.parquet │ │ ├── hats.properties │ │ └── properties │ ├── small_sky_order1_margin │ │ ├── dataset │ │ │ ├── Norder=0 │ │ │ │ └── Dir=0 │ │ │ │ │ ├── Npix=4.parquet │ │ │ │ │ ├── Npix=7.parquet │ │ │ │ │ └── Npix=8.parquet │ │ │ ├── Norder=1 │ │ │ │ └── Dir=0 │ │ │ │ │ ├── Npix=44.parquet │ │ │ │ │ ├── Npix=45.parquet │ │ │ │ │ ├── Npix=46.parquet │ │ │ │ │ └── Npix=47.parquet │ │ │ ├── _common_metadata │ │ │ └── _metadata │ │ ├── hats.properties │ │ ├── partition_info.csv │ │ └── properties │ └── small_sky_order1_margin_10arcs │ │ ├── dataset │ │ ├── _common_metadata │ │ └── _metadata │ │ ├── hats.properties │ │ ├── partition_info.csv │ │ └── properties ├── small_sky_source │ ├── dataset │ │ ├── Norder=0 │ │ │ └── Dir=0 │ │ │ │ └── Npix=4.parquet │ │ ├── Norder=1 │ │ │ └── Dir=0 │ │ │ │ └── Npix=47.parquet │ │ ├── Norder=2 │ │ │ └── Dir=0 │ │ │ │ ├── Npix=176.parquet │ │ │ │ ├── Npix=177.parquet │ │ │ │ ├── Npix=178.parquet │ │ │ │ ├── Npix=179.parquet │ │ │ │ ├── Npix=180.parquet │ │ │ │ ├── Npix=181.parquet │ │ │ │ ├── Npix=182.parquet │ │ │ │ ├── Npix=183.parquet │ │ │ │ ├── Npix=184.parquet │ │ │ │ ├── Npix=185.parquet │ │ │ │ ├── Npix=186.parquet │ │ │ │ └── Npix=187.parquet │ │ ├── _common_metadata │ │ └── _metadata │ ├── hats.properties │ ├── partition_info.csv │ ├── point_map.fits │ ├── properties │ ├── skymap.2.fits │ ├── skymap.4.fits │ └── skymap.fits ├── small_sky_source_object_index │ ├── dataset │ │ ├── _common_metadata │ │ ├── _metadata │ │ └── index │ │ │ └── part.0.parquet │ ├── hats.properties │ └── properties ├── small_sky_to_small_sky_order1 │ ├── hats.properties │ ├── partition_info.csv │ └── properties └── square_map │ ├── dataset │ ├── Norder=1 │ │ └── Dir=0 │ │ │ ├── Npix=0.parquet │ │ │ ├── Npix=12.parquet │ │ │ ├── Npix=16.parquet │ │ │ ├── Npix=20.parquet │ │ │ ├── Npix=24.parquet │ │ │ ├── Npix=28.parquet │ │ │ ├── Npix=32.parquet │ │ │ ├── Npix=36.parquet │ │ │ ├── Npix=4.parquet │ │ │ ├── Npix=40.parquet │ │ │ ├── Npix=44.parquet │ │ │ └── Npix=8.parquet │ ├── _common_metadata │ └── _metadata │ ├── hats.properties │ ├── partition_info.csv │ ├── point_map.fits │ ├── properties │ └── skymap.fits └── hats ├── catalog ├── association_catalog │ └── test_association_catalog.py ├── dataset │ ├── test_collection_properties.py │ └── test_table_properties.py ├── index │ └── test_index_catalog.py ├── loaders │ └── test_read_hats.py ├── margin_cache │ └── test_margin_catalog.py ├── test_catalog.py └── test_partition_info.py ├── conftest.py ├── inspection └── test_visualize_catalog.py ├── io ├── conftest.py ├── file_io │ ├── test_file_io.py │ └── test_file_pointers.py ├── test_parquet_metadata.py ├── test_paths.py ├── test_skymap.py └── test_validation.py ├── pixel_math ├── test_healpix_pixel.py ├── 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