Cloud AutoML V1beta1 API - Class Google::Cloud::AutoML::V1beta1::DataStats (v0.14.1)

Reference documentation and code samples for the Cloud AutoML V1beta1 API class Google::Cloud::AutoML::V1beta1::DataStats.

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

Inherits

  • Object

Extended By

  • Google::Protobuf::MessageExts::ClassMethods

Includes

  • Google::Protobuf::MessageExts

Methods

#array_stats

def array_stats() -> ::Google::Cloud::AutoML::V1beta1::ArrayStats
Returns
  • (::Google::Cloud::AutoML::V1beta1::ArrayStats) — The statistics for ARRAY DataType.

    Note: The following fields are mutually exclusive: array_stats, float64_stats, string_stats, timestamp_stats, struct_stats, category_stats. If a field in that set is populated, all other fields in the set will automatically be cleared.

#array_stats=

def array_stats=(value) -> ::Google::Cloud::AutoML::V1beta1::ArrayStats
Parameter
  • value (::Google::Cloud::AutoML::V1beta1::ArrayStats) — The statistics for ARRAY DataType.

    Note: The following fields are mutually exclusive: array_stats, float64_stats, string_stats, timestamp_stats, struct_stats, category_stats. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns
  • (::Google::Cloud::AutoML::V1beta1::ArrayStats) — The statistics for ARRAY DataType.

    Note: The following fields are mutually exclusive: array_stats, float64_stats, string_stats, timestamp_stats, struct_stats, category_stats. If a field in that set is populated, all other fields in the set will automatically be cleared.

#category_stats

def category_stats() -> ::Google::Cloud::AutoML::V1beta1::CategoryStats
Returns
  • (::Google::Cloud::AutoML::V1beta1::CategoryStats) — The statistics for CATEGORY DataType.

    Note: The following fields are mutually exclusive: category_stats, float64_stats, string_stats, timestamp_stats, array_stats, struct_stats. If a field in that set is populated, all other fields in the set will automatically be cleared.

#category_stats=

def category_stats=(value) -> ::Google::Cloud::AutoML::V1beta1::CategoryStats
Parameter
  • value (::Google::Cloud::AutoML::V1beta1::CategoryStats) — The statistics for CATEGORY DataType.

    Note: The following fields are mutually exclusive: category_stats, float64_stats, string_stats, timestamp_stats, array_stats, struct_stats. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns
  • (::Google::Cloud::AutoML::V1beta1::CategoryStats) — The statistics for CATEGORY DataType.

    Note: The following fields are mutually exclusive: category_stats, float64_stats, string_stats, timestamp_stats, array_stats, struct_stats. If a field in that set is populated, all other fields in the set will automatically be cleared.

#distinct_value_count

def distinct_value_count() -> ::Integer
Returns
  • (::Integer) — The number of distinct values.

#distinct_value_count=

def distinct_value_count=(value) -> ::Integer
Parameter
  • value (::Integer) — The number of distinct values.
Returns
  • (::Integer) — The number of distinct values.

#float64_stats

def float64_stats() -> ::Google::Cloud::AutoML::V1beta1::Float64Stats
Returns
  • (::Google::Cloud::AutoML::V1beta1::Float64Stats) — The statistics for FLOAT64 DataType.

    Note: The following fields are mutually exclusive: float64_stats, string_stats, timestamp_stats, array_stats, struct_stats, category_stats. If a field in that set is populated, all other fields in the set will automatically be cleared.

#float64_stats=

def float64_stats=(value) -> ::Google::Cloud::AutoML::V1beta1::Float64Stats
Parameter
  • value (::Google::Cloud::AutoML::V1beta1::Float64Stats) — The statistics for FLOAT64 DataType.

    Note: The following fields are mutually exclusive: float64_stats, string_stats, timestamp_stats, array_stats, struct_stats, category_stats. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns
  • (::Google::Cloud::AutoML::V1beta1::Float64Stats) — The statistics for FLOAT64 DataType.

    Note: The following fields are mutually exclusive: float64_stats, string_stats, timestamp_stats, array_stats, struct_stats, category_stats. If a field in that set is populated, all other fields in the set will automatically be cleared.

#null_value_count

def null_value_count() -> ::Integer
Returns
  • (::Integer) — The number of values that are null.

#null_value_count=

def null_value_count=(value) -> ::Integer
Parameter
  • value (::Integer) — The number of values that are null.
Returns
  • (::Integer) — The number of values that are null.

#string_stats

def string_stats() -> ::Google::Cloud::AutoML::V1beta1::StringStats
Returns
  • (::Google::Cloud::AutoML::V1beta1::StringStats) — The statistics for STRING DataType.

    Note: The following fields are mutually exclusive: string_stats, float64_stats, timestamp_stats, array_stats, struct_stats, category_stats. If a field in that set is populated, all other fields in the set will automatically be cleared.

#string_stats=

def string_stats=(value) -> ::Google::Cloud::AutoML::V1beta1::StringStats
Parameter
  • value (::Google::Cloud::AutoML::V1beta1::StringStats) — The statistics for STRING DataType.

    Note: The following fields are mutually exclusive: string_stats, float64_stats, timestamp_stats, array_stats, struct_stats, category_stats. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns
  • (::Google::Cloud::AutoML::V1beta1::StringStats) — The statistics for STRING DataType.

    Note: The following fields are mutually exclusive: string_stats, float64_stats, timestamp_stats, array_stats, struct_stats, category_stats. If a field in that set is populated, all other fields in the set will automatically be cleared.

#struct_stats

def struct_stats() -> ::Google::Cloud::AutoML::V1beta1::StructStats
Returns
  • (::Google::Cloud::AutoML::V1beta1::StructStats) — The statistics for STRUCT DataType.

    Note: The following fields are mutually exclusive: struct_stats, float64_stats, string_stats, timestamp_stats, array_stats, category_stats. If a field in that set is populated, all other fields in the set will automatically be cleared.

#struct_stats=

def struct_stats=(value) -> ::Google::Cloud::AutoML::V1beta1::StructStats
Parameter
  • value (::Google::Cloud::AutoML::V1beta1::StructStats) — The statistics for STRUCT DataType.

    Note: The following fields are mutually exclusive: struct_stats, float64_stats, string_stats, timestamp_stats, array_stats, category_stats. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns
  • (::Google::Cloud::AutoML::V1beta1::StructStats) — The statistics for STRUCT DataType.

    Note: The following fields are mutually exclusive: struct_stats, float64_stats, string_stats, timestamp_stats, array_stats, category_stats. If a field in that set is populated, all other fields in the set will automatically be cleared.

#timestamp_stats

def timestamp_stats() -> ::Google::Cloud::AutoML::V1beta1::TimestampStats
Returns
  • (::Google::Cloud::AutoML::V1beta1::TimestampStats) — The statistics for TIMESTAMP DataType.

    Note: The following fields are mutually exclusive: timestamp_stats, float64_stats, string_stats, array_stats, struct_stats, category_stats. If a field in that set is populated, all other fields in the set will automatically be cleared.

#timestamp_stats=

def timestamp_stats=(value) -> ::Google::Cloud::AutoML::V1beta1::TimestampStats
Parameter
  • value (::Google::Cloud::AutoML::V1beta1::TimestampStats) — The statistics for TIMESTAMP DataType.

    Note: The following fields are mutually exclusive: timestamp_stats, float64_stats, string_stats, array_stats, struct_stats, category_stats. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns
  • (::Google::Cloud::AutoML::V1beta1::TimestampStats) — The statistics for TIMESTAMP DataType.

    Note: The following fields are mutually exclusive: timestamp_stats, float64_stats, string_stats, array_stats, struct_stats, category_stats. If a field in that set is populated, all other fields in the set will automatically be cleared.

#valid_value_count

def valid_value_count() -> ::Integer
Returns
  • (::Integer) — The number of values that are valid.

#valid_value_count=

def valid_value_count=(value) -> ::Integer
Parameter
  • value (::Integer) — The number of values that are valid.
Returns
  • (::Integer) — The number of values that are valid.