NIRCam Background Monitor updates

[bsunnquist]

This PR makes the following changes based on NIRCam team feedback:

• Incorporates the JWST background tool (JBT) predictions into the NIRCam Background Monitor (requires pip install jwst_backgrounds in jwql environment). This also requires two new columns in the NIRCamClawStats database (doy and total_bkg).
• Plots 3 types of trending plots on the Background Monitor page, that you can tab between (see screenshot below): background levels, background rms, and background/model.
• Expanded segmentation maps before calculating image statistics, mainly to allow for better rms calculations that aren't impacted by fainter source wings.

[pep8speaks]

Hello @bsunnquist, Thank you for updating !

• In the file jwql/instrument_monitors/nircam_monitors/claw_monitor.py:

Line 171:121: W504 line break after binary operator
Line 172:107: W504 line break after binary operator
Line 300:17: E722 do not use bare 'except'
Line 439:17: E722 do not use bare 'except'

Comment last updated at 2024-02-02 18:43:12 UTC

[bhilbert4]

Could you add JBT to the environment files, requirements.txt, and (I think) setup.py?

[bsunnquist]

Added the JBT to the requirements - looks like the regression tests all ran OK. Most packages required by jwst_backgrounds were already in our jwql environment, with the exception of healpy.

[mfixstsci]

Thanks for this @bsunnquist looks like we have a conflict. Would you mind resolving it? Thank you!

[bsunnquist]

@mfixstsci merge conflict should be fixed now

[mfixstsci]

@mfixstsci merge conflict should be fixed now

Thank you @bhilbert4 I will go ahead and review!

[mfixstsci]

Thank you @bsunnquist this looks great. I am going to test it locally as well.

[mfixstsci]

Just finished local testing, thank you @bsunnquist everything looks good to me 👍

[bsunnquist]

Thanks @mfixstsci ! Did you get those 2 new database columns working on the server (doy and total_bkg)? If so, I'll prepare a request to insert some historical data into those updated databases in a separate issue.

[mfixstsci]

As of right now, I don't believe the columns are there but the web application and figure generation were successful. We are meeting today to discuss the database changes!