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
Methods
__construct
Constructor.
| Parameters | |
|---|---|
| Name | Description |
data |
array
Optional. Data for populating the Message object. |
↳ bigquery_destination |
Google\Cloud\AIPlatform\V1\BigQueryDestination
Output in BigQuery format. BigQueryDestination.output_uri in FeatureValueDestination.bigquery_destination must refer to a table. |
↳ tfrecord_destination |
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 |
↳ csv_destination |
Google\Cloud\AIPlatform\V1\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 |
Google\Cloud\AIPlatform\V1\BigQueryDestination|null | |
hasBigqueryDestination
setBigqueryDestination
Output in BigQuery format.
BigQueryDestination.output_uri in FeatureValueDestination.bigquery_destination must refer to a table.
| Parameter | |
|---|---|
| Name | Description |
var |
Google\Cloud\AIPlatform\V1\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 |
Google\Cloud\AIPlatform\V1\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 |
Google\Cloud\AIPlatform\V1\TFRecordDestination
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getCsvDestination
Output in CSV format. Array Feature value types are not allowed in CSV format.
| Returns | |
|---|---|
| Type | Description |
Google\Cloud\AIPlatform\V1\CsvDestination|null | |
hasCsvDestination
setCsvDestination
Output in CSV format. Array Feature value types are not allowed in CSV format.
| Parameter | |
|---|---|
| Name | Description |
var |
Google\Cloud\AIPlatform\V1\CsvDestination
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getDestination
| Returns | |
|---|---|
| Type | Description |
string | |