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[Preprocess] Global AzSS Template#1622

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[Preprocess] Global AzSS Template#1622
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Adds functions to be able to regress a global AzSS template provided by the metadata from the data. Currently a WIP - haven't tested yet just wanted to get initial code up to discuss.

@msilvafe msilvafe requested a review from ykyohei April 26, 2026 01:59
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msilvafe commented May 1, 2026

In discussion with @ykyohei we decided on a few changes needed:

  1. Add a pre filter as is done in get_azss
  2. We won't save anything to the archive so all steps go in process so that they're applied to both data + sim.
  3. Need to add something to extract the right field out of the template metadata currently wafer_band axis labels.
  4. Get rid of bad detector treatment so no calc or select needed.

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