185 demo

[jrob93]

Testing adler framework for a single night of the survey, using the RSP.

I've updated the adler cli slightly:

• option -np (--no_plot) to avoid creating any figures
• log files are written to a log_files directory to keep them out of the way

Review Checklist for Source Code Changes

• Does pip install still work?
• Have you written a unit test for any new functions?
• Do all the units tests run successfully?
• Does adler run successfully on a test set of input files/databases?
• Have you used black on the files you have updated to confirm python programming style guide enforcement?

[jrob93]

The demo notebook notebooks/adler_demo_rsp/adler_demo_rsp.ipynb queries all object detected on a given night of DP0.3. It determines a DP0.3-like phase curve using only data available before the test night, rather than the full 10yrs of data used in the SSObject table. This simulates roughly what parameters should be distributed in an alert by RSP. It then uses the adler CLI to produce an AdlerData database file - this approximately simulates the Adler day time operations.

Then we simulate the Adler night time operations by querying RSP for any detections on the night. This uses construct_from_RSP which dominates the processing time, ingesting the alert(s) from a kafka stream should be much faster. Simple outlier detection is run on the observations and any ssObjectIds with outliers are logged.