Class DataStats (2.8.3)

DataStats(mapping=None, *, ignore_unknown_fields=False, **kwargs)

The data statistics of a series of values that share the same DataType.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Attributes

NameDescription
float64_stats google.cloud.automl_v1beta1.types.Float64Stats
The statistics for FLOAT64 DataType. This field is a member of oneof_ stats.
string_stats google.cloud.automl_v1beta1.types.StringStats
The statistics for STRING DataType. This field is a member of oneof_ stats.
timestamp_stats google.cloud.automl_v1beta1.types.TimestampStats
The statistics for TIMESTAMP DataType. This field is a member of oneof_ stats.
array_stats google.cloud.automl_v1beta1.types.ArrayStats
The statistics for ARRAY DataType. This field is a member of oneof_ stats.
struct_stats google.cloud.automl_v1beta1.types.StructStats
The statistics for STRUCT DataType. This field is a member of oneof_ stats.
category_stats google.cloud.automl_v1beta1.types.CategoryStats
The statistics for CATEGORY DataType. This field is a member of oneof_ stats.
distinct_value_count int
The number of distinct values.
null_value_count int
The number of values that are null.
valid_value_count int
The number of values that are valid.