Results

A model’s results are in its DataBase, from Model.get_db(). The functions below collect several results at once and save them to files.

DataBase

The results of a model run.

Saving results

extract_database_results	Collect several results from a database into one dictionary.
write_db_results_multiple_csv	Write each result to its own CSV file.
write_db_results_json	Write all the results to one JSON file.
write_db_results_multiple_json	Write each result to its own JSON file.
write_db_results_hdf5	Write the results to an HDF5 file, one group per result.
write_db_results_zarr	Write the results to a Zarr store, one group per result.

JSON helpers

NumpyJSONEncoder

JSON encoder that stores NumPy scalars and arrays with their types.

numpy_json_decoder

Restore the NumPy values written by NumpyJSONEncoder.