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AGIPD: Fix dtypes and compression in output file

Thomas Kluyver requested to merge fix/output-file-dtypes into master
  • Use the correct dtypes for trainId, pulseId, cellId & mask data
  • Compress gain & mask data with gzip level 1 (as before)
    • gzip compression is fairly slow: this adds about 30% to the correction time for the data I tested
    • I will experiment with lzf compression, which may be faster

This is meant to fix a problem discussed starting here: https://git.xfel.eu/gitlab/detectors/calibration_workshop/issues/122#note_186424

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