Namespacing polaris runs for logging purposes - aka Experiments in mlflow
Background
Everytime analysis is run on Polaris, results are logged using MLFlow. We have to decide how to namespace each run so we can review them easily.
For now the input data file path is used to namespace runs. Several levels of categorization can be used:
- mission name
- time range used
- configuration file hash
- and many more.
The (broad) Call
This is a placeholder to be tuned
Implement MLFlow experiments that use a convenient way to categorize/namespace the different analysis/run.