Package com.google.cloud.aiplatform.v1

Class BatchPredictionJob.InputConfig

java.lang.Object
com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessage
com.google.protobuf.GeneratedMessage
com.google.cloud.aiplatform.v1.BatchPredictionJob.InputConfig
All Implemented Interfaces:
BatchPredictionJob.InputConfigOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable
Enclosing class:
BatchPredictionJob
public static final class BatchPredictionJob.InputConfig extends com.google.protobuf.GeneratedMessage implements BatchPredictionJob.InputConfigOrBuilder
 Configures the input to
 [BatchPredictionJob][google.cloud.aiplatform.v1.BatchPredictionJob]. See
 [Model.supported_input_storage_formats][google.cloud.aiplatform.v1.Model.supported_input_storage_formats]
 for Model's supported input formats, and how instances should be expressed
 via any of them.
Protobuf type google.cloud.aiplatform.v1.BatchPredictionJob.InputConfig
See Also:

  • Field Details

    • GCS_SOURCE_FIELD_NUMBER

      public static final int GCS_SOURCE_FIELD_NUMBER
      See Also:

    • BIGQUERY_SOURCE_FIELD_NUMBER

      public static final int BIGQUERY_SOURCE_FIELD_NUMBER
      See Also:

    • VERTEX_MULTIMODAL_DATASET_SOURCE_FIELD_NUMBER

      public static final int VERTEX_MULTIMODAL_DATASET_SOURCE_FIELD_NUMBER
      See Also:

    • INSTANCES_FORMAT_FIELD_NUMBER

      public static final int INSTANCES_FORMAT_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 BatchPredictionJob.InputConfig.SourceCase getSourceCase()
      Specified by:
      getSourceCase in interface BatchPredictionJob.InputConfigOrBuilder

    • hasGcsSource

      public boolean hasGcsSource()
       The Cloud Storage location for the input instances.
      .google.cloud.aiplatform.v1.GcsSource gcs_source = 2;
      Specified by:
      hasGcsSource in interface BatchPredictionJob.InputConfigOrBuilder
      Returns:
      Whether the gcsSource field is set.

    • getGcsSource

      public GcsSource getGcsSource()
       The Cloud Storage location for the input instances.
      .google.cloud.aiplatform.v1.GcsSource gcs_source = 2;
      Specified by:
      getGcsSource in interface BatchPredictionJob.InputConfigOrBuilder
      Returns:
      The gcsSource.

    • getGcsSourceOrBuilder

      public GcsSourceOrBuilder getGcsSourceOrBuilder()
       The Cloud Storage location for the input instances.
      .google.cloud.aiplatform.v1.GcsSource gcs_source = 2;
      Specified by:
      getGcsSourceOrBuilder in interface BatchPredictionJob.InputConfigOrBuilder

    • hasBigquerySource

      public boolean hasBigquerySource()
       The BigQuery location of the input table.
 The schema of the table should be in the format described by the given
 context OpenAPI Schema, if one is provided. The table may contain
 additional columns that are not described by the schema, and they will
 be ignored.
      .google.cloud.aiplatform.v1.BigQuerySource bigquery_source = 3;
      Specified by:
      hasBigquerySource in interface BatchPredictionJob.InputConfigOrBuilder
      Returns:
      Whether the bigquerySource field is set.

    • getBigquerySource

      public BigQuerySource getBigquerySource()
       The BigQuery location of the input table.
 The schema of the table should be in the format described by the given
 context OpenAPI Schema, if one is provided. The table may contain
 additional columns that are not described by the schema, and they will
 be ignored.
      .google.cloud.aiplatform.v1.BigQuerySource bigquery_source = 3;
      Specified by:
      getBigquerySource in interface BatchPredictionJob.InputConfigOrBuilder
      Returns:
      The bigquerySource.

    • getBigquerySourceOrBuilder

      public BigQuerySourceOrBuilder getBigquerySourceOrBuilder()
       The BigQuery location of the input table.
 The schema of the table should be in the format described by the given
 context OpenAPI Schema, if one is provided. The table may contain
 additional columns that are not described by the schema, and they will
 be ignored.
      .google.cloud.aiplatform.v1.BigQuerySource bigquery_source = 3;
      Specified by:
      getBigquerySourceOrBuilder in interface BatchPredictionJob.InputConfigOrBuilder

    • hasVertexMultimodalDatasetSource

      public boolean hasVertexMultimodalDatasetSource()
       A Vertex Managed Dataset. Currently, only datasets of type Multimodal
 are supported.
      .google.cloud.aiplatform.v1.VertexMultimodalDatasetSource vertex_multimodal_dataset_source = 4;
      Specified by:
      hasVertexMultimodalDatasetSource in interface BatchPredictionJob.InputConfigOrBuilder
      Returns:
      Whether the vertexMultimodalDatasetSource field is set.

    • getVertexMultimodalDatasetSource

      public VertexMultimodalDatasetSource getVertexMultimodalDatasetSource()
       A Vertex Managed Dataset. Currently, only datasets of type Multimodal
 are supported.
      .google.cloud.aiplatform.v1.VertexMultimodalDatasetSource vertex_multimodal_dataset_source = 4;
      Specified by:
      getVertexMultimodalDatasetSource in interface BatchPredictionJob.InputConfigOrBuilder
      Returns:
      The vertexMultimodalDatasetSource.

    • getVertexMultimodalDatasetSourceOrBuilder

      public VertexMultimodalDatasetSourceOrBuilder getVertexMultimodalDatasetSourceOrBuilder()
       A Vertex Managed Dataset. Currently, only datasets of type Multimodal
 are supported.
      .google.cloud.aiplatform.v1.VertexMultimodalDatasetSource vertex_multimodal_dataset_source = 4;
      Specified by:
      getVertexMultimodalDatasetSourceOrBuilder in interface BatchPredictionJob.InputConfigOrBuilder

    • getInstancesFormat

      public String getInstancesFormat()
       Required. The format in which instances are given, must be one of the
 [Model's][google.cloud.aiplatform.v1.BatchPredictionJob.model]
 [supported_input_storage_formats][google.cloud.aiplatform.v1.Model.supported_input_storage_formats].
      string instances_format = 1 [(.google.api.field_behavior) = REQUIRED];
      Specified by:
      getInstancesFormat in interface BatchPredictionJob.InputConfigOrBuilder
      Returns:
      The instancesFormat.

    • getInstancesFormatBytes

      public com.google.protobuf.ByteString getInstancesFormatBytes()
       Required. The format in which instances are given, must be one of the
 [Model's][google.cloud.aiplatform.v1.BatchPredictionJob.model]
 [supported_input_storage_formats][google.cloud.aiplatform.v1.Model.supported_input_storage_formats].
      string instances_format = 1 [(.google.api.field_behavior) = REQUIRED];
      Specified by:
      getInstancesFormatBytes in interface BatchPredictionJob.InputConfigOrBuilder
      Returns:
      The bytes for instancesFormat.

    • 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 BatchPredictionJob.InputConfig parseFrom(ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

      public static BatchPredictionJob.InputConfig parseFrom(InputStream input) throws IOException
      Throws:
      IOException

    • parseFrom

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

    • parseDelimitedFrom

      public static BatchPredictionJob.InputConfig parseDelimitedFrom(InputStream input) throws IOException
      Throws:
      IOException

    • parseDelimitedFrom

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

    • parseFrom

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

    • parseFrom

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

    • newBuilderForType

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

    • newBuilder

      public static BatchPredictionJob.InputConfig.Builder newBuilder()

    • newBuilder

      public static BatchPredictionJob.InputConfig.Builder newBuilder(BatchPredictionJob.InputConfig prototype)

    • toBuilder

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

    • newBuilderForType

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

    • getDefaultInstance

      public static BatchPredictionJob.InputConfig getDefaultInstance()

    • parser

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

    • getParserForType

      public com.google.protobuf.Parser<BatchPredictionJob.InputConfig> 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 BatchPredictionJob.InputConfig getDefaultInstanceForType()
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder