Source code for mlflow.entities.source_type

class SourceType:
    """Enum for originating source of a :py:class:`mlflow.entities.Run`."""

    NOTEBOOK, JOB, PROJECT, LOCAL, UNKNOWN, RECIPE = range(1, 7)

    _STRING_TO_SOURCETYPE = {
        "NOTEBOOK": NOTEBOOK,
        "JOB": JOB,
        "PROJECT": PROJECT,
        "LOCAL": LOCAL,
        "RECIPE": RECIPE,
        "UNKNOWN": UNKNOWN,
    }
    SOURCETYPE_TO_STRING = {value: key for key, value in _STRING_TO_SOURCETYPE.items()}

    @staticmethod
    def from_string(status_str):
        if status_str not in SourceType._STRING_TO_SOURCETYPE:
            raise Exception(
                "Could not get run status corresponding to string %s. Valid run "
                "status strings: %s" % (status_str, list(SourceType._STRING_TO_SOURCETYPE.keys()))
            )
        return SourceType._STRING_TO_SOURCETYPE[status_str]

    @staticmethod
    def to_string(status):
        if status not in SourceType.SOURCETYPE_TO_STRING:
            raise Exception(
                "Could not get string corresponding to run status %s. Valid run "
                "statuses: %s" % (status, list(SourceType.SOURCETYPE_TO_STRING.keys()))
            )
        return SourceType.SOURCETYPE_TO_STRING[status]