Package com.google.cloud.aiplatform.v1

Class ImportFeatureValuesRequest

java.lang.Object
com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessage
com.google.protobuf.GeneratedMessage
com.google.cloud.aiplatform.v1.ImportFeatureValuesRequest
All Implemented Interfaces:
ImportFeatureValuesRequestOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable
@Generated public final class ImportFeatureValuesRequest extends com.google.protobuf.GeneratedMessage implements ImportFeatureValuesRequestOrBuilder
 Request message for
 [FeaturestoreService.ImportFeatureValues][google.cloud.aiplatform.v1.FeaturestoreService.ImportFeatureValues].
Protobuf type google.cloud.aiplatform.v1.ImportFeatureValuesRequest
See Also:

  • Field Details

    • AVRO_SOURCE_FIELD_NUMBER

      public static final int AVRO_SOURCE_FIELD_NUMBER
      See Also:

    • BIGQUERY_SOURCE_FIELD_NUMBER

      public static final int BIGQUERY_SOURCE_FIELD_NUMBER
      See Also:

    • CSV_SOURCE_FIELD_NUMBER

      public static final int CSV_SOURCE_FIELD_NUMBER
      See Also:

    • FEATURE_TIME_FIELD_FIELD_NUMBER

      public static final int FEATURE_TIME_FIELD_FIELD_NUMBER
      See Also:

    • FEATURE_TIME_FIELD_NUMBER

      public static final int FEATURE_TIME_FIELD_NUMBER
      See Also:

    • ENTITY_TYPE_FIELD_NUMBER

      public static final int ENTITY_TYPE_FIELD_NUMBER
      See Also:

    • ENTITY_ID_FIELD_FIELD_NUMBER

      public static final int ENTITY_ID_FIELD_FIELD_NUMBER
      See Also:

    • FEATURE_SPECS_FIELD_NUMBER

      public static final int FEATURE_SPECS_FIELD_NUMBER
      See Also:

    • DISABLE_ONLINE_SERVING_FIELD_NUMBER

      public static final int DISABLE_ONLINE_SERVING_FIELD_NUMBER
      See Also:

    • WORKER_COUNT_FIELD_NUMBER

      public static final int WORKER_COUNT_FIELD_NUMBER
      See Also:

    • DISABLE_INGESTION_ANALYSIS_FIELD_NUMBER

      public static final int DISABLE_INGESTION_ANALYSIS_FIELD_NUMBER
      See Also:

  • Method Details

    • getDescriptor

      public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

    • internalGetFieldAccessorTable

      protected com.google.protobuf.GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()
      Specified by:
      internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessage

    • getSourceCase

      public ImportFeatureValuesRequest.SourceCase getSourceCase()
      Specified by:
      getSourceCase in interface ImportFeatureValuesRequestOrBuilder

    • getFeatureTimeSourceCase

      public ImportFeatureValuesRequest.FeatureTimeSourceCase getFeatureTimeSourceCase()
      Specified by:
      getFeatureTimeSourceCase in interface ImportFeatureValuesRequestOrBuilder

    • hasAvroSource

      public boolean hasAvroSource()
      .google.cloud.aiplatform.v1.AvroSource avro_source = 2;
      Specified by:
      hasAvroSource in interface ImportFeatureValuesRequestOrBuilder
      Returns:
      Whether the avroSource field is set.

    • getAvroSource

      public AvroSource getAvroSource()
      .google.cloud.aiplatform.v1.AvroSource avro_source = 2;
      Specified by:
      getAvroSource in interface ImportFeatureValuesRequestOrBuilder
      Returns:
      The avroSource.

    • getAvroSourceOrBuilder

      public AvroSourceOrBuilder getAvroSourceOrBuilder()
      .google.cloud.aiplatform.v1.AvroSource avro_source = 2;
      Specified by:
      getAvroSourceOrBuilder in interface ImportFeatureValuesRequestOrBuilder

    • hasBigquerySource

      public boolean hasBigquerySource()
      .google.cloud.aiplatform.v1.BigQuerySource bigquery_source = 3;
      Specified by:
      hasBigquerySource in interface ImportFeatureValuesRequestOrBuilder
      Returns:
      Whether the bigquerySource field is set.

    • getBigquerySource

      public BigQuerySource getBigquerySource()
      .google.cloud.aiplatform.v1.BigQuerySource bigquery_source = 3;
      Specified by:
      getBigquerySource in interface ImportFeatureValuesRequestOrBuilder
      Returns:
      The bigquerySource.

    • getBigquerySourceOrBuilder

      public BigQuerySourceOrBuilder getBigquerySourceOrBuilder()
      .google.cloud.aiplatform.v1.BigQuerySource bigquery_source = 3;
      Specified by:
      getBigquerySourceOrBuilder in interface ImportFeatureValuesRequestOrBuilder

    • hasCsvSource

      public boolean hasCsvSource()
      .google.cloud.aiplatform.v1.CsvSource csv_source = 4;
      Specified by:
      hasCsvSource in interface ImportFeatureValuesRequestOrBuilder
      Returns:
      Whether the csvSource field is set.

    • getCsvSource

      public CsvSource getCsvSource()
      .google.cloud.aiplatform.v1.CsvSource csv_source = 4;
      Specified by:
      getCsvSource in interface ImportFeatureValuesRequestOrBuilder
      Returns:
      The csvSource.

    • getCsvSourceOrBuilder

      public CsvSourceOrBuilder getCsvSourceOrBuilder()
      .google.cloud.aiplatform.v1.CsvSource csv_source = 4;
      Specified by:
      getCsvSourceOrBuilder in interface ImportFeatureValuesRequestOrBuilder

    • hasFeatureTimeField

      public boolean hasFeatureTimeField()
       Source column that holds the Feature timestamp for all Feature
 values in each entity.
      string feature_time_field = 6;
      Specified by:
      hasFeatureTimeField in interface ImportFeatureValuesRequestOrBuilder
      Returns:
      Whether the featureTimeField field is set.

    • getFeatureTimeField

      public String getFeatureTimeField()
       Source column that holds the Feature timestamp for all Feature
 values in each entity.
      string feature_time_field = 6;
      Specified by:
      getFeatureTimeField in interface ImportFeatureValuesRequestOrBuilder
      Returns:
      The featureTimeField.

    • getFeatureTimeFieldBytes

      public com.google.protobuf.ByteString getFeatureTimeFieldBytes()
       Source column that holds the Feature timestamp for all Feature
 values in each entity.
      string feature_time_field = 6;
      Specified by:
      getFeatureTimeFieldBytes in interface ImportFeatureValuesRequestOrBuilder
      Returns:
      The bytes for featureTimeField.

    • hasFeatureTime

      public boolean hasFeatureTime()
       Single Feature timestamp for all entities being imported. The
 timestamp must not have higher than millisecond precision.
      .google.protobuf.Timestamp feature_time = 7;
      Specified by:
      hasFeatureTime in interface ImportFeatureValuesRequestOrBuilder
      Returns:
      Whether the featureTime field is set.

    • getFeatureTime

      public com.google.protobuf.Timestamp getFeatureTime()
       Single Feature timestamp for all entities being imported. The
 timestamp must not have higher than millisecond precision.
      .google.protobuf.Timestamp feature_time = 7;
      Specified by:
      getFeatureTime in interface ImportFeatureValuesRequestOrBuilder
      Returns:
      The featureTime.

    • getFeatureTimeOrBuilder

      public com.google.protobuf.TimestampOrBuilder getFeatureTimeOrBuilder()
       Single Feature timestamp for all entities being imported. The
 timestamp must not have higher than millisecond precision.
      .google.protobuf.Timestamp feature_time = 7;
      Specified by:
      getFeatureTimeOrBuilder in interface ImportFeatureValuesRequestOrBuilder

    • getEntityType

      public String getEntityType()
       Required. The resource name of the EntityType grouping the Features for
 which values are being imported. Format:
 `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entityType}`
      string entity_type = 1 [(.google.api.field_behavior) = REQUIRED, (.google.api.resource_reference) = { ... }
      Specified by:
      getEntityType in interface ImportFeatureValuesRequestOrBuilder
      Returns:
      The entityType.

    • getEntityTypeBytes

      public com.google.protobuf.ByteString getEntityTypeBytes()
       Required. The resource name of the EntityType grouping the Features for
 which values are being imported. Format:
 `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entityType}`
      string entity_type = 1 [(.google.api.field_behavior) = REQUIRED, (.google.api.resource_reference) = { ... }
      Specified by:
      getEntityTypeBytes in interface ImportFeatureValuesRequestOrBuilder
      Returns:
      The bytes for entityType.

    • getEntityIdField

      public String getEntityIdField()
       Source column that holds entity IDs. If not provided, entity IDs are
 extracted from the column named entity_id.
      string entity_id_field = 5;
      Specified by:
      getEntityIdField in interface ImportFeatureValuesRequestOrBuilder
      Returns:
      The entityIdField.

    • getEntityIdFieldBytes

      public com.google.protobuf.ByteString getEntityIdFieldBytes()
       Source column that holds entity IDs. If not provided, entity IDs are
 extracted from the column named entity_id.
      string entity_id_field = 5;
      Specified by:
      getEntityIdFieldBytes in interface ImportFeatureValuesRequestOrBuilder
      Returns:
      The bytes for entityIdField.

    • getFeatureSpecsList

      public List<ImportFeatureValuesRequest.FeatureSpec> getFeatureSpecsList()
       Required. Specifications defining which Feature values to import from the
 entity. The request fails if no feature_specs are provided, and having
 multiple feature_specs for one Feature is not allowed.
      repeated .google.cloud.aiplatform.v1.ImportFeatureValuesRequest.FeatureSpec feature_specs = 8 [(.google.api.field_behavior) = REQUIRED];
      Specified by:
      getFeatureSpecsList in interface ImportFeatureValuesRequestOrBuilder

    • getFeatureSpecsOrBuilderList

      public List<? extends ImportFeatureValuesRequest.FeatureSpecOrBuilder> getFeatureSpecsOrBuilderList()
       Required. Specifications defining which Feature values to import from the
 entity. The request fails if no feature_specs are provided, and having
 multiple feature_specs for one Feature is not allowed.
      repeated .google.cloud.aiplatform.v1.ImportFeatureValuesRequest.FeatureSpec feature_specs = 8 [(.google.api.field_behavior) = REQUIRED];
      Specified by:
      getFeatureSpecsOrBuilderList in interface ImportFeatureValuesRequestOrBuilder

    • getFeatureSpecsCount

      public int getFeatureSpecsCount()
       Required. Specifications defining which Feature values to import from the
 entity. The request fails if no feature_specs are provided, and having
 multiple feature_specs for one Feature is not allowed.
      repeated .google.cloud.aiplatform.v1.ImportFeatureValuesRequest.FeatureSpec feature_specs = 8 [(.google.api.field_behavior) = REQUIRED];
      Specified by:
      getFeatureSpecsCount in interface ImportFeatureValuesRequestOrBuilder

    • getFeatureSpecs

      public ImportFeatureValuesRequest.FeatureSpec getFeatureSpecs(int index)
       Required. Specifications defining which Feature values to import from the
 entity. The request fails if no feature_specs are provided, and having
 multiple feature_specs for one Feature is not allowed.
      repeated .google.cloud.aiplatform.v1.ImportFeatureValuesRequest.FeatureSpec feature_specs = 8 [(.google.api.field_behavior) = REQUIRED];
      Specified by:
      getFeatureSpecs in interface ImportFeatureValuesRequestOrBuilder

    • getFeatureSpecsOrBuilder

      public ImportFeatureValuesRequest.FeatureSpecOrBuilder getFeatureSpecsOrBuilder(int index)
       Required. Specifications defining which Feature values to import from the
 entity. The request fails if no feature_specs are provided, and having
 multiple feature_specs for one Feature is not allowed.
      repeated .google.cloud.aiplatform.v1.ImportFeatureValuesRequest.FeatureSpec feature_specs = 8 [(.google.api.field_behavior) = REQUIRED];
      Specified by:
      getFeatureSpecsOrBuilder in interface ImportFeatureValuesRequestOrBuilder

    • getDisableOnlineServing

      public boolean getDisableOnlineServing()
       If set, data will not be imported for online serving. This
 is typically used for backfilling, where Feature generation timestamps are
 not in the timestamp range needed for online serving.
      bool disable_online_serving = 9;
      Specified by:
      getDisableOnlineServing in interface ImportFeatureValuesRequestOrBuilder
      Returns:
      The disableOnlineServing.

    • getWorkerCount

      public int getWorkerCount()
       Specifies the number of workers that are used to write data to the
 Featurestore. Consider the online serving capacity that you require to
 achieve the desired import throughput without interfering with online
 serving. The value must be positive, and less than or equal to 100.
 If not set, defaults to using 1 worker. The low count ensures minimal
 impact on online serving performance.
      int32 worker_count = 11;
      Specified by:
      getWorkerCount in interface ImportFeatureValuesRequestOrBuilder
      Returns:
      The workerCount.

    • getDisableIngestionAnalysis

      public boolean getDisableIngestionAnalysis()
       If true, API doesn't start ingestion analysis pipeline.
      bool disable_ingestion_analysis = 12;
      Specified by:
      getDisableIngestionAnalysis in interface ImportFeatureValuesRequestOrBuilder
      Returns:
      The disableIngestionAnalysis.

    • isInitialized

      public final boolean isInitialized()
      Specified by:
      isInitialized in interface com.google.protobuf.MessageLiteOrBuilder
      Overrides:
      isInitialized in class com.google.protobuf.GeneratedMessage

    • writeTo

      public void writeTo(com.google.protobuf.CodedOutputStream output) throws IOException
      Specified by:
      writeTo in interface com.google.protobuf.MessageLite
      Overrides:
      writeTo in class com.google.protobuf.GeneratedMessage
      Throws:
      IOException

    • getSerializedSize

      public int getSerializedSize()
      Specified by:
      getSerializedSize in interface com.google.protobuf.MessageLite
      Overrides:
      getSerializedSize in class com.google.protobuf.GeneratedMessage

    • equals

      public boolean equals(Object obj)
      Specified by:
      equals in interface com.google.protobuf.Message
      Overrides:
      equals in class com.google.protobuf.AbstractMessage

    • hashCode

      public int hashCode()
      Specified by:
      hashCode in interface com.google.protobuf.Message
      Overrides:
      hashCode in class com.google.protobuf.AbstractMessage

    • parseFrom

      public static ImportFeatureValuesRequest parseFrom(ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static ImportFeatureValuesRequest parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static ImportFeatureValuesRequest parseFrom(com.google.protobuf.ByteString data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static ImportFeatureValuesRequest parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static ImportFeatureValuesRequest parseFrom(byte[] data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static ImportFeatureValuesRequest parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static ImportFeatureValuesRequest parseFrom(InputStream input) throws IOException
      Throws:
      IOException

    • parseFrom

      public static ImportFeatureValuesRequest parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • parseDelimitedFrom

      public static ImportFeatureValuesRequest parseDelimitedFrom(InputStream input) throws IOException
      Throws:
      IOException

    • parseDelimitedFrom

      public static ImportFeatureValuesRequest parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • parseFrom

      public static ImportFeatureValuesRequest parseFrom(com.google.protobuf.CodedInputStream input) throws IOException
      Throws:
      IOException

    • parseFrom

      public static ImportFeatureValuesRequest parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • newBuilderForType

      public ImportFeatureValuesRequest.Builder newBuilderForType()
      Specified by:
      newBuilderForType in interface com.google.protobuf.Message
      Specified by:
      newBuilderForType in interface com.google.protobuf.MessageLite

    • newBuilder

      public static ImportFeatureValuesRequest.Builder newBuilder()

    • newBuilder

      public static ImportFeatureValuesRequest.Builder newBuilder(ImportFeatureValuesRequest prototype)

    • toBuilder

      public ImportFeatureValuesRequest.Builder toBuilder()
      Specified by:
      toBuilder in interface com.google.protobuf.Message
      Specified by:
      toBuilder in interface com.google.protobuf.MessageLite

    • newBuilderForType

      protected ImportFeatureValuesRequest.Builder newBuilderForType(com.google.protobuf.AbstractMessage.BuilderParent parent)
      Overrides:
      newBuilderForType in class com.google.protobuf.AbstractMessage

    • getDefaultInstance

      public static ImportFeatureValuesRequest getDefaultInstance()

    • parser

      public static com.google.protobuf.Parser<ImportFeatureValuesRequest> parser()

    • getParserForType

      public com.google.protobuf.Parser<ImportFeatureValuesRequest> getParserForType()
      Specified by:
      getParserForType in interface com.google.protobuf.Message
      Specified by:
      getParserForType in interface com.google.protobuf.MessageLite
      Overrides:
      getParserForType in class com.google.protobuf.GeneratedMessage

    • getDefaultInstanceForType

      public ImportFeatureValuesRequest getDefaultInstanceForType()
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder