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Look for the closest declination line and adequate NSB random forest model for DL2 production #280

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@marialainez marialainez commented Feb 28, 2024

Choose the adequate RF model in the [declination lines x NSB] MC grid.

Closes #275 (initially for just choosing the declination MC track closest to the target declination)

@marialainez marialainez changed the title Look for the closest declination line to choose the RF model to produ… Look for the closest declination line RF model to produce the DL2 files Feb 28, 2024
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codecov bot commented Mar 1, 2024

Codecov Report

Attention: Patch coverage is 85.18519% with 12 lines in your changes missing coverage. Please review.

Project coverage is 81.58%. Comparing base (e589deb) to head (cbdee3e).
Report is 14 commits behind head on main.

Current head cbdee3e differs from pull request most recent head 9b4b441

Please upload reports for the commit 9b4b441 to get more accurate results.

Files Patch % Lines
src/osa/paths.py 81.81% 8 Missing ⚠️
src/osa/utils/utils.py 66.66% 4 Missing ⚠️
Additional details and impacted files
@@            Coverage Diff             @@
##             main     #280      +/-   ##
==========================================
+ Coverage   79.76%   81.58%   +1.81%     
==========================================
  Files          59       57       -2     
  Lines        5144     4984     -160     
==========================================
- Hits         4103     4066      -37     
+ Misses       1041      918     -123     

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@morcuended
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@moralejo, I was going to comment in today's meeting. The way we look for the adequate RF model declination track is by using the pointing information from the TCU database (specifically the target coordinates), not checking the average pointing information inside the data files as you mentioned. Is this fine?

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Since the relevant pointing is the one in celestial coordinates, the target coordinates are perfectly fine for standard observations (if we ever do something like drift scans we will anyway have to do some custom work).

@marialainez marialainez marked this pull request as ready for review February 25, 2025 09:58
@marialainez marialainez requested a review from rcervinoucm March 5, 2025 16:11
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DL2 production with standard dark NSB models
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