tfdv.FeatureView

View of a single feature.

tfdv.FeatureView(
    stats_proto: statistics_pb2.FeatureNameStatistics
)

This class provides accessor methods, as well as access to the underlying proto. Where possible, accessors should be used in place of proto access (for example, x.numeric_statistics() instead of x.proto().num_stats) in order to support future extension of the proto.

Methods

`bytes_statistics`

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bytes_statistics() -> Optional[statistics_pb2.BytesStatistics]

Retrieve byte statistics if available.

`common_statistics`

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common_statistics() -> Optional[statistics_pb2.CommonStatistics]

Retrieve common statistics if available.

`custom_statistic`

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custom_statistic(
    name: str
) -> Optional[statistics_pb2.CustomStatistic]

Retrieve a custom_statistic by name.

`numeric_statistics`

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numeric_statistics() -> Optional[statistics_pb2.NumericStatistics]

Retrieve numeric statistics if available.

`proto`

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proto() -> statistics_pb2.FeatureNameStatistics

Retrieve the underlying proto.

`string_statistics`

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string_statistics() -> Optional[statistics_pb2.StringStatistics]

Retrieve string statistics if available.

`struct_statistics`

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struct_statistics() -> Optional[statistics_pb2.StructStatistics]

Retrieve struct statistics if available.