Add configuration for a healpix column name

[delucchi-cmu]

Related to (but does not close) astronomy-commons/hats#550

Requires astronomy-commons/hats#560

• Adds the properties into a created catalog, when generating a _healpix_29 column.
• Allows the use of a differently-named spatial index column in the schema, set as the dataframe index, and uses it for crossmatch.
• Refreshes the unit test data, using the most recent properties.

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Codecov Report

❌ Patch coverage is 87.87879% with 4 lines in your changes missing coverage. Please review.
✅ Project coverage is 97.19%. Comparing base (5fe1775) to head (586e232).
⚠️ Report is 1 commits behind head on main.

Files with missing lines	Patch %	Lines
src/lsdb/loaders/hats/read_hats.py	78.57%	3 Missing ⚠️
src/lsdb/dask/merge_catalog_functions.py	87.50%	1 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main    #1068      +/-   ##
==========================================
- Coverage   97.34%   97.19%   -0.15%     
==========================================
  Files          46       46              
  Lines        2634     2638       +4     
==========================================
  Hits         2564     2564              
- Misses         70       74       +4     

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[github-actions]

Before [5fe1775]	After [883d500]	Ratio	Benchmark (Parameter)
failed	failed	n/a	benchmarks.time_open_many_columns_all
25.0±0.4ms	26.0±0.9ms	1.04	benchmarks.time_box_filter_on_partition
586±3ms	589±2ms	1.01	benchmarks.time_open_many_columns_list
884±9ms	884±5ms	1.00	benchmarks.time_create_midsize_catalog
92.5±1ms	92.5±0.6ms	1.00	benchmarks.time_kdtree_crossmatch
1.71±0.04s	1.71±0.03s	1.00	benchmarks.time_open_many_columns_default
43.1±2ms	43.1±1ms	1.00	benchmarks.time_polygon_search
5.93±0.02s	5.86±0.06s	0.99	benchmarks.time_create_large_catalog

Some benchmarks failed or their performance regressed significantly.

[github-actions]

Before [5fe1775]	After [076269e]	Ratio	Benchmark (Parameter)
failed	failed	n/a	benchmarks.time_open_many_columns_all
25.4±0.4ms	25.6±0.4ms	1.01	benchmarks.time_box_filter_on_partition
92.0±1ms	92.7±1ms	1.01	benchmarks.time_kdtree_crossmatch
41.2±1ms	41.8±1ms	1.01	benchmarks.time_polygon_search
5.90±0.01s	5.91±0.01s	1.00	benchmarks.time_create_large_catalog
886±6ms	882±9ms	1.00	benchmarks.time_create_midsize_catalog
591±5ms	589±4ms	1.00	benchmarks.time_open_many_columns_list
1.77±0.01s	1.70±0.06s	0.96	benchmarks.time_open_many_columns_default

Some benchmarks failed or their performance regressed significantly.

[camposandro]

Looks good, left only a couple of questions!

[github-actions]

Before [5fe1775]	After [52f6c43]	Ratio	Benchmark (Parameter)
failed	failed	n/a	benchmarks.time_open_many_columns_all
90.6±2ms	92.4±2ms	1.02	benchmarks.time_kdtree_crossmatch
24.8±0.5ms	25.2±0.4ms	1.01	benchmarks.time_box_filter_on_partition
576±8ms	577±3ms	1.00	benchmarks.time_open_many_columns_list
40.5±0.8ms	40.6±0.6ms	1.00	benchmarks.time_polygon_search
5.89±0.02s	5.79±0s	0.98	benchmarks.time_create_large_catalog
881±10ms	856±2ms	0.97	benchmarks.time_create_midsize_catalog
1.68±0.06s	1.63±0.01s	0.97	benchmarks.time_open_many_columns_default

Some benchmarks failed or their performance regressed significantly.

[github-actions]

Before [5fe1775]	After [304e9aa]	Ratio	Benchmark (Parameter)
failed	failed	n/a	benchmarks.time_open_many_columns_all
25.3±0.4ms	26.2±1ms	1.04	benchmarks.time_box_filter_on_partition
89.8±0.8ms	92.8±3ms	1.03	benchmarks.time_kdtree_crossmatch
5.85±0.03s	5.84±0.03s	1.00	benchmarks.time_create_large_catalog
879±7ms	874±7ms	0.99	benchmarks.time_create_midsize_catalog
584±10ms	574±5ms	0.98	benchmarks.time_open_many_columns_list
1.75±0s	1.68±0.06s	0.96	benchmarks.time_open_many_columns_default
42.9±2ms	39.9±0.3ms	0.93	benchmarks.time_polygon_search

Some benchmarks failed or their performance regressed significantly.

[github-actions]

Before [5fe1775]	After [4784840]	Ratio	Benchmark (Parameter)
failed	failed	n/a	benchmarks.time_open_many_columns_all
88.5±0.7ms	88.9±0.4ms	1.00	benchmarks.time_kdtree_crossmatch
1.69±0.07s	1.69±0.05s	1.00	benchmarks.time_open_many_columns_default
39.5±2ms	39.7±0.4ms	1.00	benchmarks.time_polygon_search
25.1±0.5ms	24.9±0.4ms	0.99	benchmarks.time_box_filter_on_partition
5.85±0.04s	5.75±0s	0.98	benchmarks.time_create_large_catalog
869±6ms	855±4ms	0.98	benchmarks.time_create_midsize_catalog
588±9ms	572±5ms	0.97	benchmarks.time_open_many_columns_list

Some benchmarks failed or their performance regressed significantly.