Google Cloud Ai Platform V1 Client - Class FeatureValueDestination (1.35.0)

Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class FeatureValueDestination.

A destination location for Feature values and format.

Generated from protobuf message google.cloud.aiplatform.v1.FeatureValueDestination

Namespace

Google \ Cloud \ AIPlatform \ V1

Methods

__construct

Constructor.

Parameters
Name Description
data array

Optional. Data for populating the Message object.
↳ bigquery_destination BigQueryDestination

Output in BigQuery format. BigQueryDestination.output_uri in FeatureValueDestination.bigquery_destination must refer to a table.
↳ tfrecord_destination 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
↳ csv_destination CsvDestination

Output in CSV format. Array Feature value types are not allowed in CSV format.

getBigqueryDestination

Output in BigQuery format.

BigQueryDestination.output_uri in FeatureValueDestination.bigquery_destination must refer to a table.

Returns
Type Description
BigQueryDestination|null

hasBigqueryDestination

setBigqueryDestination

Output in BigQuery format.

BigQueryDestination.output_uri in FeatureValueDestination.bigquery_destination must refer to a table.

Parameter
Name Description
var BigQueryDestination
Returns
Type Description
$this

getTfrecordDestination

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
Type Description
TFRecordDestination|null

hasTfrecordDestination

setTfrecordDestination

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

Parameter
Name Description
var TFRecordDestination
Returns
Type Description
$this

getCsvDestination

Output in CSV format. Array Feature value types are not allowed in CSV format.

Returns
Type Description
CsvDestination|null

hasCsvDestination

setCsvDestination

Output in CSV format. Array Feature value types are not allowed in CSV format.

Parameter
Name Description
var CsvDestination
Returns
Type Description
$this

getDestination

Returns
Type Description
string