Provenance Collection Creation
The provenance collection functionality can be used to create a summary file linking all PROV-JSON files generated during a run. These files come from distributed execution, where each process generates its own log file, and the user may want to create a single file containing all the information.
The collection can be created with the following command:
python -m prov4ml.prov_collection --experiment_path experiment_path --output_dir output_dir
Where experiment_path is the path to the experiment directory containing all the PROV-JSON files, and output_dir is the directory where the collection file will be saved.