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Version: 0.95

snorkelflow.client.lfs.get_lf_summary

snorkelflow.client.lfs.get_lf_summary(node, split='dev', return_quality_scores=False, apply_timeout_secs=None)

Return various per-LF stats in a pandas DataFrame.

Parameters

NameTypeDefaultInfo
nodeintUID of the node.
splitstr'dev'The split to get LF stats from. Only “dev”, “valid”, and “test” splits are allowed. Default to “dev”.
return_quality_scoresboolFalseWhether to return LF quality scores for each LF. Default to False.
apply_timeout_secsOptional[float]NoneOptional param to specify the timeout of LF apply per LF.

Returns

A Pandas DataFrame containing various per-LF stats.

Return type

pd.DataFrame