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Description
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
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