[JUNGFRAU][FF] Feat: new notebook for producing gain constants.

Description

These are the new gain-generation notebooks for Jungfrau by @mramilli

There are 4 notebooks: Path for the used original source for the NBs -> /gpfs/exfel/data/scratch/ahmedk/test/dont_remove/

1- gainCal_JF_Create_Spectra_Histos.ipynb -> Histogram of single photon spectra

2- gainCal_JF_Fit_Spectra_Histos.ipynb -> G0 map from single photon spectra

3- create_gain_map.ipynb -> Create gain map

4- SendJFToDB.ipynb -> Inject gain maps to CALCAT

Moved code for notebooks/Jungfrau/gainCal_JF_Create_Spectra_Histos.ipynb and notebooks/Jungfrau/gainCal_JF_Fit_Spectra_Histos.ipynb into one notebook -> notebooks/Jungfrau/gainCal_JF_Create_Spectra_Histos.ipynb

This can be run by xfel-calibrate xfel-calibrate Jungfrau FF_FIT --in-folder --out-folder --runs

Move the other two notebooks into notebooks/Jungfrau/create_gain_map.ipynb to create gain maps and inject constants. xfel-calibrate Jungfrau FF --in-folder --out-folder --runs

How Has This Been Tested?

Relevant Documents (optional)

Burst mode:

burst_JF_FF_HISTS.pdf

Single cell:

CHARGE_SHARING

single_create_gain_map.pdf

CHARGE_SHARING_2

CHARGE_SHARING_2_Single_Cells.pdf

Types of changes

• New feature (non-breaking change which adds functionality)

Checklist:

• Inject 1st constants using this branch
• Add documentations
• Add tests for the jungfrau_ff

Reviewers

@schmidtp