add cache for slow hdu indexing

[braingram]

Opening a jwst file with many (~550) extensions (level 2 output for nirspec mos mode) take ~9 seconds (when skip_fits_update=True). Opening the same file with skip_fits_update=False takes longer, ~26 seconds. Surprisingly, a large portion of the added time is spent in calls to get_hdu.

Using cProfile and skip_fits_update=False opening now takes ~60 seconds (due to profiling overhead) and the rendered profile (with snakeviz) is as follows:

zooming into _load_from_schema reveals ~40 seconds in get_hdu

This PR adds a hdu_cache to skip repeated indexing the hdulist (which in some conditions for this file takes 2-3 ms). With this PR opening the same file with skip_fits_update=False (and no profiling) takes 12 seconds and with skip_fits_update=True still takes 9 seconds (most of this is spent in asdf.open as the tree is quite large). Running cProfile with skip_fits_update=False takes 24 seconds and zooming in to get_hdu reveals 5 seconds spent in get_hdu (20% down from 66% without this PR):

Checklist

• added entry in CHANGES.rst (either in Bug Fixes or Changes to API)
• updated relevant tests
• updated relevant documentation
• updated relevant milestone(s)
• added relevant label(s)

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 64.95%. Comparing base (4d7c3a6) to head (15618ee).
Report is 16 commits behind head on main.

❗ Current head 15618ee differs from pull request most recent head ced15e7. Consider uploading reports for the commit ced15e7 to get more accurate results

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #278      +/-   ##
==========================================
+ Coverage   64.84%   64.95%   +0.11%     
==========================================
  Files         103      104       +1     
  Lines        5694     5718      +24     
==========================================
+ Hits         3692     3714      +22     
- Misses       2002     2004       +2     

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[braingram]

JWST regression tests run with no errors:
https://plwishmaster.stsci.edu:8081/blue/organizations/jenkins/RT%2FJWST-Developers-Pull-Requests/detail/JWST-Developers-Pull-Requests/1269/pipeline/199/

[hbushouse]

LGTM