Package com.google.cloud.aiplatform.v1

Interface BatchReadFeatureValuesRequestOrBuilder

    • Method Detail

      • hasCsvReadInstances

        boolean hasCsvReadInstances()
         Each read instance consists of exactly one read timestamp and one or more
 entity IDs identifying entities of the corresponding EntityTypes whose
 Features are requested.

 Each output instance contains Feature values of requested entities
 concatenated together as of the read time.

 An example read instance may be `foo_entity_id, bar_entity_id,
 2020-01-01T10:00:00.123Z`.

 An example output instance may be `foo_entity_id, bar_entity_id,
 2020-01-01T10:00:00.123Z, foo_entity_feature1_value,
 bar_entity_feature2_value`.

 Timestamp in each read instance must be millisecond-aligned.

 `csv_read_instances` are read instances stored in a plain-text CSV file.
 The header should be:
     [ENTITY_TYPE_ID1], [ENTITY_TYPE_ID2], ..., timestamp

 The columns can be in any order.

 Values in the timestamp column must use the RFC 3339 format, e.g.
 `2012-07-30T10:43:17.123Z`.
        .google.cloud.aiplatform.v1.CsvSource csv_read_instances = 3;
        Returns:
        Whether the csvReadInstances field is set.

      • getCsvReadInstances

        CsvSource getCsvReadInstances()
         Each read instance consists of exactly one read timestamp and one or more
 entity IDs identifying entities of the corresponding EntityTypes whose
 Features are requested.

 Each output instance contains Feature values of requested entities
 concatenated together as of the read time.

 An example read instance may be `foo_entity_id, bar_entity_id,
 2020-01-01T10:00:00.123Z`.

 An example output instance may be `foo_entity_id, bar_entity_id,
 2020-01-01T10:00:00.123Z, foo_entity_feature1_value,
 bar_entity_feature2_value`.

 Timestamp in each read instance must be millisecond-aligned.

 `csv_read_instances` are read instances stored in a plain-text CSV file.
 The header should be:
     [ENTITY_TYPE_ID1], [ENTITY_TYPE_ID2], ..., timestamp

 The columns can be in any order.

 Values in the timestamp column must use the RFC 3339 format, e.g.
 `2012-07-30T10:43:17.123Z`.
        .google.cloud.aiplatform.v1.CsvSource csv_read_instances = 3;
        Returns:
        The csvReadInstances.

      • getCsvReadInstancesOrBuilder

        CsvSourceOrBuilder getCsvReadInstancesOrBuilder()
         Each read instance consists of exactly one read timestamp and one or more
 entity IDs identifying entities of the corresponding EntityTypes whose
 Features are requested.

 Each output instance contains Feature values of requested entities
 concatenated together as of the read time.

 An example read instance may be `foo_entity_id, bar_entity_id,
 2020-01-01T10:00:00.123Z`.

 An example output instance may be `foo_entity_id, bar_entity_id,
 2020-01-01T10:00:00.123Z, foo_entity_feature1_value,
 bar_entity_feature2_value`.

 Timestamp in each read instance must be millisecond-aligned.

 `csv_read_instances` are read instances stored in a plain-text CSV file.
 The header should be:
     [ENTITY_TYPE_ID1], [ENTITY_TYPE_ID2], ..., timestamp

 The columns can be in any order.

 Values in the timestamp column must use the RFC 3339 format, e.g.
 `2012-07-30T10:43:17.123Z`.
        .google.cloud.aiplatform.v1.CsvSource csv_read_instances = 3;

      • hasBigqueryReadInstances

        boolean hasBigqueryReadInstances()
         Similar to csv_read_instances, but from BigQuery source.
        .google.cloud.aiplatform.v1.BigQuerySource bigquery_read_instances = 5;
        Returns:
        Whether the bigqueryReadInstances field is set.

      • getBigqueryReadInstances

        BigQuerySource getBigqueryReadInstances()
         Similar to csv_read_instances, but from BigQuery source.
        .google.cloud.aiplatform.v1.BigQuerySource bigquery_read_instances = 5;
        Returns:
        The bigqueryReadInstances.

      • getBigqueryReadInstancesOrBuilder

        BigQuerySourceOrBuilder getBigqueryReadInstancesOrBuilder()
         Similar to csv_read_instances, but from BigQuery source.
        .google.cloud.aiplatform.v1.BigQuerySource bigquery_read_instances = 5;

      • getFeaturestore

        String getFeaturestore()
         Required. The resource name of the Featurestore from which to query Feature
 values. Format:
 `projects/{project}/locations/{location}/featurestores/{featurestore}`
        string featurestore = 1 [(.google.api.field_behavior) = REQUIRED, (.google.api.resource_reference) = { ... }
        Returns:
        The featurestore.

      • getFeaturestoreBytes

        com.google.protobuf.ByteString getFeaturestoreBytes()
         Required. The resource name of the Featurestore from which to query Feature
 values. Format:
 `projects/{project}/locations/{location}/featurestores/{featurestore}`
        string featurestore = 1 [(.google.api.field_behavior) = REQUIRED, (.google.api.resource_reference) = { ... }
        Returns:
        The bytes for featurestore.

      • hasDestination

        boolean hasDestination()
         Required. Specifies output location and format.
        .google.cloud.aiplatform.v1.FeatureValueDestination destination = 4 [(.google.api.field_behavior) = REQUIRED];
        Returns:
        Whether the destination field is set.

      • getDestination

        FeatureValueDestination getDestination()
         Required. Specifies output location and format.
        .google.cloud.aiplatform.v1.FeatureValueDestination destination = 4 [(.google.api.field_behavior) = REQUIRED];
        Returns:
        The destination.

      • getDestinationOrBuilder

        FeatureValueDestinationOrBuilder getDestinationOrBuilder()
         Required. Specifies output location and format.
        .google.cloud.aiplatform.v1.FeatureValueDestination destination = 4 [(.google.api.field_behavior) = REQUIRED];

      • getPassThroughFieldsList

        List<BatchReadFeatureValuesRequest.PassThroughField> getPassThroughFieldsList()
         When not empty, the specified fields in the *_read_instances source will be
 joined as-is in the output, in addition to those fields from the
 Featurestore Entity.

 For BigQuery source, the type of the pass-through values will be
 automatically inferred. For CSV source, the pass-through values will be
 passed as opaque bytes.
        repeated .google.cloud.aiplatform.v1.BatchReadFeatureValuesRequest.PassThroughField pass_through_fields = 8;

      • getPassThroughFields

        BatchReadFeatureValuesRequest.PassThroughField getPassThroughFields​(int index)
         When not empty, the specified fields in the *_read_instances source will be
 joined as-is in the output, in addition to those fields from the
 Featurestore Entity.

 For BigQuery source, the type of the pass-through values will be
 automatically inferred. For CSV source, the pass-through values will be
 passed as opaque bytes.
        repeated .google.cloud.aiplatform.v1.BatchReadFeatureValuesRequest.PassThroughField pass_through_fields = 8;

      • getPassThroughFieldsCount

        int getPassThroughFieldsCount()
         When not empty, the specified fields in the *_read_instances source will be
 joined as-is in the output, in addition to those fields from the
 Featurestore Entity.

 For BigQuery source, the type of the pass-through values will be
 automatically inferred. For CSV source, the pass-through values will be
 passed as opaque bytes.
        repeated .google.cloud.aiplatform.v1.BatchReadFeatureValuesRequest.PassThroughField pass_through_fields = 8;

      • getPassThroughFieldsOrBuilderList

        List<? extends BatchReadFeatureValuesRequest.PassThroughFieldOrBuilder> getPassThroughFieldsOrBuilderList()
         When not empty, the specified fields in the *_read_instances source will be
 joined as-is in the output, in addition to those fields from the
 Featurestore Entity.

 For BigQuery source, the type of the pass-through values will be
 automatically inferred. For CSV source, the pass-through values will be
 passed as opaque bytes.
        repeated .google.cloud.aiplatform.v1.BatchReadFeatureValuesRequest.PassThroughField pass_through_fields = 8;

      • getPassThroughFieldsOrBuilder

        BatchReadFeatureValuesRequest.PassThroughFieldOrBuilder getPassThroughFieldsOrBuilder​(int index)
         When not empty, the specified fields in the *_read_instances source will be
 joined as-is in the output, in addition to those fields from the
 Featurestore Entity.

 For BigQuery source, the type of the pass-through values will be
 automatically inferred. For CSV source, the pass-through values will be
 passed as opaque bytes.
        repeated .google.cloud.aiplatform.v1.BatchReadFeatureValuesRequest.PassThroughField pass_through_fields = 8;

      • getEntityTypeSpecsList

        List<BatchReadFeatureValuesRequest.EntityTypeSpec> getEntityTypeSpecsList()
         Required. Specifies EntityType grouping Features to read values of and
 settings.
        repeated .google.cloud.aiplatform.v1.BatchReadFeatureValuesRequest.EntityTypeSpec entity_type_specs = 7 [(.google.api.field_behavior) = REQUIRED];

      • getEntityTypeSpecs

        BatchReadFeatureValuesRequest.EntityTypeSpec getEntityTypeSpecs​(int index)
         Required. Specifies EntityType grouping Features to read values of and
 settings.
        repeated .google.cloud.aiplatform.v1.BatchReadFeatureValuesRequest.EntityTypeSpec entity_type_specs = 7 [(.google.api.field_behavior) = REQUIRED];

      • getEntityTypeSpecsCount

        int getEntityTypeSpecsCount()
         Required. Specifies EntityType grouping Features to read values of and
 settings.
        repeated .google.cloud.aiplatform.v1.BatchReadFeatureValuesRequest.EntityTypeSpec entity_type_specs = 7 [(.google.api.field_behavior) = REQUIRED];

      • getEntityTypeSpecsOrBuilderList

        List<? extends BatchReadFeatureValuesRequest.EntityTypeSpecOrBuilder> getEntityTypeSpecsOrBuilderList()
         Required. Specifies EntityType grouping Features to read values of and
 settings.
        repeated .google.cloud.aiplatform.v1.BatchReadFeatureValuesRequest.EntityTypeSpec entity_type_specs = 7 [(.google.api.field_behavior) = REQUIRED];

      • getEntityTypeSpecsOrBuilder

        BatchReadFeatureValuesRequest.EntityTypeSpecOrBuilder getEntityTypeSpecsOrBuilder​(int index)
         Required. Specifies EntityType grouping Features to read values of and
 settings.
        repeated .google.cloud.aiplatform.v1.BatchReadFeatureValuesRequest.EntityTypeSpec entity_type_specs = 7 [(.google.api.field_behavior) = REQUIRED];

      • hasStartTime

        boolean hasStartTime()
         Optional. Excludes Feature values with feature generation timestamp before
 this timestamp. If not set, retrieve oldest values kept in Feature Store.
 Timestamp, if present, must not have higher than millisecond precision.
        .google.protobuf.Timestamp start_time = 11 [(.google.api.field_behavior) = OPTIONAL];
        Returns:
        Whether the startTime field is set.

      • getStartTime

        com.google.protobuf.Timestamp getStartTime()
         Optional. Excludes Feature values with feature generation timestamp before
 this timestamp. If not set, retrieve oldest values kept in Feature Store.
 Timestamp, if present, must not have higher than millisecond precision.
        .google.protobuf.Timestamp start_time = 11 [(.google.api.field_behavior) = OPTIONAL];
        Returns:
        The startTime.

      • getStartTimeOrBuilder

        com.google.protobuf.TimestampOrBuilder getStartTimeOrBuilder()
         Optional. Excludes Feature values with feature generation timestamp before
 this timestamp. If not set, retrieve oldest values kept in Feature Store.
 Timestamp, if present, must not have higher than millisecond precision.
        .google.protobuf.Timestamp start_time = 11 [(.google.api.field_behavior) = OPTIONAL];