Photometric Extraction plugin

[kecnry]

Work in progress - photometric extraction from TPF data cubes.

UI is improved by spacetelescope/jdaviz#3227 but is not yet technically needed to be pinned here. Although without it, there is a warning shown in the UI about unit conflicts.

rendered plugin docs

Screen.Recording.2024-10-18.at.9.27.15.AM.mov

TODO:

• implement API hints
• restrict function to only allow sum
• coerce TPF cubes into /pix2
• skip spatial subsets in plot options and legends for scatter viewer (make sure that reset zoom is still correct)
• fix previews (should show in all scatter viewers? or just those selected for export?)
• test coverage
• update API docs
• update docs
• investigate/fix subset preview for a rectangle not aligning with mask - might be upstream bug that also affects cubeviz, or could be correct and just more obvious for large pixels

Follow-up efforts:

• label flux column based on the plugin/subset (applies to other plugins as well)
• default subset when loading in TPF or on demand from subset tools?
• does stitch need to be smarter to exclude entries on same time scale? Or maybe to exclude products from plugins (except for flattening which changes flux col anyways)?
• per-pixel subset tool
• tutorial on lcviz-demos

Waiting for: jdaviz 4.0 spacetelescope/jdaviz#2939 to be merged, released, pinned

[codecov]

Codecov Report

Attention: Patch coverage is 87.23404% with 6 lines in your changes missing coverage. Please review.

Project coverage is 91.06%. Comparing base (7b78df5) to head (fa0d087).
Report is 25 commits behind head on main.

Files	Patch %	Lines
...s/photometric_extraction/photometric_extraction.py	86.04%	6 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #115      +/-   ##
==========================================
- Coverage   93.92%   91.06%   -2.87%     
==========================================
  Files          37       43       +6     
  Lines        1598     2104     +506     
==========================================
+ Hits         1501     1916     +415     
- Misses         97      188      +91     

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