tfdv.validate_corresponding_slices
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Validates corresponding sliced statistics.
tfdv . validate_corresponding_slices (
statistics : statistics_pb2 . DatasetFeatureStatisticsList ,
schema : schema_pb2 . Schema ,
environment : Optional [ Text ] = None ,
previous_statistics : Optional [ statistics_pb2 . DatasetFeatureStatisticsList ] = None ,
serving_statistics : Optional [ statistics_pb2 . DatasetFeatureStatisticsList ] = None
) -> anomalies_pb2 . Anomalies
Sliced statistics are flattened into a single unsliced stats input prior to
validation. If multiple statistics are provided, validation is performed on
corresponding slices. DatasetConstraints, if present, are applied to the
overall slice.
Note: This API is experimental and subject to change.
Args
statistics
See validate_statistics.
schema
See validate_statistics.
environment
See validate_statistics.
previous_statistics
See validate_statistics.
serving_statistics
See validate_statistics.
Returns
An Anomalies protocol buffer.
Raises
TypeError
If any of the input arguments is not of the expected type.
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Last updated 2024-10-04 UTC.
[{
"type": "thumb-down",
"id": "missingTheInformationINeed",
"label":"Missing the information I need"
},{
"type": "thumb-down",
"id": "tooComplicatedTooManySteps",
"label":"Too complicated / too many steps"
},{
"type": "thumb-down",
"id": "outOfDate",
"label":"Out of date"
},{
"type": "thumb-down",
"id": "samplesCodeIssue",
"label":"Samples / code issue"
},{
"type": "thumb-down",
"id": "otherDown",
"label":"Other"
}]
[{
"type": "thumb-up",
"id": "easyToUnderstand",
"label":"Easy to understand"
},{
"type": "thumb-up",
"id": "solvedMyProblem",
"label":"Solved my problem"
},{
"type": "thumb-up",
"id": "otherUp",
"label":"Other"
}]
{"lastModified": "Last updated 2024-10-04 UTC."}
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-10-04 UTC."],[],[]]