bitorch.models.model_hub.get_model_path

bitorch.models.model_hub.get_model_path(version_table: DataFrame, model_kwargs: dict) → Tuple[str, str][source]

finds the matching row for model_kwargs in version table and path to model artifact for given configuration

Parameters:

  • version_table (pandas.DataFrame) – version table with model configurations and corresponding model hub versions

  • model_kwargs (dict) – model configuration to search for

Raises:

RuntimeError – thrown if no matching model can be found in version table

Returns:

path to matching model hub artifact

Return type:

str