tfdv.visualize_statistics
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Visualize the input statistics using Facets.
tfdv.visualize_statistics(
lhs_statistics: statistics_pb2.DatasetFeatureStatisticsList,
rhs_statistics: Optional[statistics_pb2.DatasetFeatureStatisticsList] = None,
lhs_name: Text = 'lhs_statistics',
rhs_name: Text = 'rhs_statistics',
allowlist_features: Optional[List[types.FeaturePath]] = None,
denylist_features: Optional[List[types.FeaturePath]] = None
) -> None
Used in the notebooks
Args |
lhs_statistics
|
A DatasetFeatureStatisticsList protocol buffer.
|
rhs_statistics
|
An optional DatasetFeatureStatisticsList protocol buffer to
compare with lhs_statistics.
|
lhs_name
|
Name to use for the lhs_statistics dataset if a name is not
already provided within the protocol buffer.
|
rhs_name
|
Name to use for the rhs_statistics dataset if a name is not
already provided within the protocol buffer.
|
allowlist_features
|
Set of features to be visualized.
|
denylist_features
|
Set of features to ignore for visualization.
|
Raises |
TypeError
|
If the input argument is not of the expected type.
|
ValueError
|
If the input statistics protos does not have only one dataset.
|
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Last updated 2024-04-26 UTC.
[{
"type": "thumb-down",
"id": "missingTheInformationINeed",
"label":"Missing the information I need"
},{
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"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"label":"Out of date"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",
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"label":"Easy to understand"
},{
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"id": "solvedMyProblem",
"label":"Solved my problem"
},{
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"label":"Other"
}]
{
"lastModified": "Last updated 2024-04-26 UTC.",
"confidential": False
}