WorkflowManager TODOs #109

The steps we need to take to make the modular workflow manager work:

long term tasks

• load WfStep from JSON
• workflowStep generator function for external functions
• look into dask optimization of the workflow steps
• include multiple backends (e.g. polars together with Dask)

parameter generation steps

this shoud output the parameters required for a specific workflow step

• define similar paradigm as WorkflowStep
• output metadata (parameters and internal method calls) used to generate the output
• make some example for one or more workflow steps

Workflow Steps to write

• BAM correction
• Data loading wfStep
• Energy calibration parameter generation based on other columns (see HEXTOF)
• position to momentum calibration
• spherical aberration correction
• gaussian/lorentzian 2D correction
• set Time zero
• save/load dataframe as parquet