[AGIPD] [PC] FEAT: Optimisation of the PC characterisation notebook.

Description

Optimisation of the AGIPD PC notebook.

The script incorporates a new merging of data by means of extra-data. New merging fixes the bug in the previous version causing impartial merging of data for the last trains.

Notebook contains enhanced plotting functionality with more unified output and fixes the calculation for the linearity deviation of the fits. PC sanitization is now part of the constants creation process.

How Has This Been Tested?

The code has been tested with AGIPD SPB data from proposal p900215.

Relevant Documents (optional)

Types of changes

• Bug fix (non-breaking change which fixes an issue) --> Fixing incomplete merging for the last trains. Fixing calculation for the linearity deviation of the fits.
• New feature (non-breaking change which adds functionality) --> Additional plots for better analysis control. Possibility to specify ranges of values for high gain region and medium gain region instead of using clustering algorithm. Possibility to use only a specified number of trains. PC sanitisation is now part of the constant creation process.

• Docs (changes to the documentation) --> Added and changed few sentences here and there to explain the changes in the code that were made.

• Refactor (refactoring code with no functionality changes) --> Got rid of the copy-paste lines for plotting and unified the produced output for the different module regions.

Checklist:

Reviewers

@ahmedk, @jsztuk