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fix: small fix and flake8

Karim Ahmed requested to merge feat/account_for_nans into master

Description

Changes Made

  • Account for nans by using np.nan(percentile, min, max, mean, median)
  • Check for errors when all of the data is nans. https://redmine.xfel.eu/issues/208976 multiple cells had constants data value of NANs

Screenshots

Screenshot_from_2024-09-26_11-46-26

Related Issues

Tests

Additional Notes

Merge Request Checklist

  • Code follows project coding guidelines.
  • Documentation reflects the changes made.
  • Unit tests are added or updated to cover the changes.
  • The application runs without errors and the new functionality works as expected.
Edited by Karim Ahmed

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