Workflows#

• Tutorial for binning data from the HEXTOF instrument at FLASH
  • Preparation
    • Import necessary libraries
    • Get data paths
    • Config setup
    • cleanup previous config files
  • Load a chessy sample run
    • Generate the Processor instance
      • Important note
    • Add Jitter
    • inspect the dataframe
    • Visualizing event histograms
    • Binning
    • visualize the result
  • Optical Spot Profile
  • Energy Calibration
    • sector alignment
    • time-of-flight spectrum
    • find calibration parameters
    • generate the energy axis
    • Bin in energy
    • correct offsets
    • save the calibration parameters
  • Correct delay axis
    • Run the workflow from the config file
    • plot the delayStage values
    • bin in the corrected delay axis
    • save parameters
  • Run workflow entirely from config.
    • Compute the results
  • Save results
• Tutorial for binning data from the SXP instrument at the European XFEL
  • Preparation
    • Import necessary libraries
    • Get data paths
    • Config setup
    • cleanup previous config files
  • Load Au/Mica data
  • Inspect the dataframe
    • Train IDs in scans
    • Channel Histograms
    • PulseIds, ElectronIds
  • Spectrum vs. MicrobunchId
  • Energy Calibration
    • time-of-flight spectrum
    • Load energy calibration files
    • Load bias series
    • find calibration parameters
    • Save calibration
  • Bin data with energy axis
  • Correct delay stage offset.
• Tutorial for trXPD for the HEXTOF instrument at FLASH with background normalization
  • Preparation
    • Import necessary libraries
    • Get data paths
    • Config setup
    • Prepare Energy Calibration
  • Read data
    • bin in the calibrated energy and corrected delay axis
  • XPD from W4f core level
• Momentum correction and alignment of already binned data
  • Load Data
  • Distortion correction and alignment for binned data
    • 1. step: load data into the momentum corrector class instance
    • 2. Step:
    • 3. Step:
    • 4. Step: Apply correction to the binned dataset and visualize the results
• Tutorial for DLD sectors alignment using photon peak
  • Preparation
    • Import necessary libraries
    • Get data paths
    • Config setup
    • Read data
  • Data w/o correction of quadrants in time
    • Position of the photon peak
    • sector alignment
    • Width of the photon peak after sector alignment