Vertex AI V1 API - Class Google::Cloud::AIPlatform::V1::FeatureValueDestination (v0.38.0)

Reference documentation and code samples for the Vertex AI V1 API class Google::Cloud::AIPlatform::V1::FeatureValueDestination.

A destination location for Feature values and format.

Inherits

Object

Extended By

Google::Protobuf::MessageExts::ClassMethods

Includes

Google::Protobuf::MessageExts

Methods

#bigquery_destination

def bigquery_destination() -> ::Google::Cloud::AIPlatform::V1::BigQueryDestination

Returns

(::Google::Cloud::AIPlatform::V1::BigQueryDestination) — Output in BigQuery format. BigQueryDestination.output_uri in FeatureValueDestination.bigquery_destination must refer to a table.

#bigquery_destination=

def bigquery_destination=(value) -> ::Google::Cloud::AIPlatform::V1::BigQueryDestination

Parameter

value (::Google::Cloud::AIPlatform::V1::BigQueryDestination) — Output in BigQuery format. BigQueryDestination.output_uri in FeatureValueDestination.bigquery_destination must refer to a table.

Returns

(::Google::Cloud::AIPlatform::V1::BigQueryDestination) — Output in BigQuery format. BigQueryDestination.output_uri in FeatureValueDestination.bigquery_destination must refer to a table.

#csv_destination

def csv_destination() -> ::Google::Cloud::AIPlatform::V1::CsvDestination

Returns

(::Google::Cloud::AIPlatform::V1::CsvDestination) — Output in CSV format. Array Feature value types are not allowed in CSV format.

#csv_destination=

def csv_destination=(value) -> ::Google::Cloud::AIPlatform::V1::CsvDestination

Parameter

value (::Google::Cloud::AIPlatform::V1::CsvDestination) — Output in CSV format. Array Feature value types are not allowed in CSV format.

Returns

(::Google::Cloud::AIPlatform::V1::CsvDestination) — Output in CSV format. Array Feature value types are not allowed in CSV format.

#tfrecord_destination

def tfrecord_destination() -> ::Google::Cloud::AIPlatform::V1::TFRecordDestination

Returns

(::Google::Cloud::AIPlatform::V1::TFRecordDestination) —

Output in TFRecord format.

Below are the mapping from Feature value type in Featurestore to Feature value type in TFRecord:

Value type in Featurestore                 | Value type in TFRecord
DOUBLE, DOUBLE_ARRAY                       | FLOAT_LIST
INT64, INT64_ARRAY                         | INT64_LIST
STRING, STRING_ARRAY, BYTES                | BYTES_LIST
true -> byte_string("true"), false -> byte_string("false")
BOOL, BOOL_ARRAY (true, false)             | BYTES_LIST

#tfrecord_destination=

def tfrecord_destination=(value) -> ::Google::Cloud::AIPlatform::V1::TFRecordDestination

Parameter

value (::Google::Cloud::AIPlatform::V1::TFRecordDestination) —

Output in TFRecord format.

Below are the mapping from Feature value type in Featurestore to Feature value type in TFRecord:

Value type in Featurestore                 | Value type in TFRecord
DOUBLE, DOUBLE_ARRAY                       | FLOAT_LIST
INT64, INT64_ARRAY                         | INT64_LIST
STRING, STRING_ARRAY, BYTES                | BYTES_LIST
true -> byte_string("true"), false -> byte_string("false")
BOOL, BOOL_ARRAY (true, false)             | BYTES_LIST

Returns

(::Google::Cloud::AIPlatform::V1::TFRecordDestination) —

Output in TFRecord format.

Below are the mapping from Feature value type in Featurestore to Feature value type in TFRecord:

Value type in Featurestore                 | Value type in TFRecord
DOUBLE, DOUBLE_ARRAY                       | FLOAT_LIST
INT64, INT64_ARRAY                         | INT64_LIST
STRING, STRING_ARRAY, BYTES                | BYTES_LIST
true -> byte_string("true"), false -> byte_string("false")
BOOL, BOOL_ARRAY (true, false)             | BYTES_LIST