[docs]class SourceType:
"""Enum for originating source of a :py:class:`mlflow.entities.Run`."""
NOTEBOOK, JOB, PROJECT, LOCAL, UNKNOWN = range(1, 6)
_STRING_TO_SOURCETYPE = {
"NOTEBOOK": NOTEBOOK,
"JOB": JOB,
"PROJECT": PROJECT,
"LOCAL": LOCAL,
"UNKNOWN": UNKNOWN,
}
SOURCETYPE_TO_STRING = {value: key for key, value in _STRING_TO_SOURCETYPE.items()}
[docs] @staticmethod
def from_string(status_str):
if status_str not in SourceType._STRING_TO_SOURCETYPE:
raise Exception(
f"Could not get run status corresponding to string {status_str}. Valid run "
f"status strings: {list(SourceType._STRING_TO_SOURCETYPE.keys())}"
)
return SourceType._STRING_TO_SOURCETYPE[status_str]
[docs] @staticmethod
def to_string(status):
if status not in SourceType.SOURCETYPE_TO_STRING:
raise Exception(
f"Could not get string corresponding to run status {status}. Valid run "
f"statuses: {list(SourceType.SOURCETYPE_TO_STRING.keys())}"
)
return SourceType.SOURCETYPE_TO_STRING[status]
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