Package com.google.cloud.aiplatform.v1

Class PredictSchemata

  • All Implemented Interfaces:
    PredictSchemataOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable
    public final class PredictSchemata
extends com.google.protobuf.GeneratedMessageV3
implements PredictSchemataOrBuilder
     Contains the schemata used in Model's predictions and explanations via
 [PredictionService.Predict][google.cloud.aiplatform.v1.PredictionService.Predict],
 [PredictionService.Explain][google.cloud.aiplatform.v1.PredictionService.Explain]
 and [BatchPredictionJob][google.cloud.aiplatform.v1.BatchPredictionJob].
    Protobuf type google.cloud.aiplatform.v1.PredictSchemata
    See Also:
    Serialized Form

    • Nested Class Summary

      Nested Classes 
      Modifier and Type Class Description
      static class  PredictSchemata.Builder
      Contains the schemata used in Model's predictions and explanations via [PredictionService.Predict][google.cloud.aiplatform.v1.PredictionService.Predict], [PredictionService.Explain][google.cloud.aiplatform.v1.PredictionService.Explain] and [BatchPredictionJob][google.cloud.aiplatform.v1.BatchPredictionJob].

      • Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessageV3

        com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>,​BuilderT extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT,​BuilderT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter

      • Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite

        com.google.protobuf.AbstractMessageLite.InternalOneOfEnum

    • Field Detail

      • INSTANCE_SCHEMA_URI_FIELD_NUMBER

        public static final int INSTANCE_SCHEMA_URI_FIELD_NUMBER
        See Also:
        Constant Field Values

      • PARAMETERS_SCHEMA_URI_FIELD_NUMBER

        public static final int PARAMETERS_SCHEMA_URI_FIELD_NUMBER
        See Also:
        Constant Field Values

      • PREDICTION_SCHEMA_URI_FIELD_NUMBER

        public static final int PREDICTION_SCHEMA_URI_FIELD_NUMBER
        See Also:
        Constant Field Values

    • Method Detail

      • newInstance

        protected Object newInstance​(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
        Overrides:
        newInstance in class com.google.protobuf.GeneratedMessageV3

      • getDescriptor

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

      • internalGetFieldAccessorTable

        protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
        Specified by:
        internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3

      • getInstanceSchemaUri

        public String getInstanceSchemaUri()
         Immutable. Points to a YAML file stored on Google Cloud Storage describing
 the format of a single instance, which are used in
 [PredictRequest.instances][google.cloud.aiplatform.v1.PredictRequest.instances],
 [ExplainRequest.instances][google.cloud.aiplatform.v1.ExplainRequest.instances]
 and
 [BatchPredictionJob.input_config][google.cloud.aiplatform.v1.BatchPredictionJob.input_config].
 The schema is defined as an OpenAPI 3.0.2 [Schema
 Object](https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.2.md#schemaObject).
 AutoML Models always have this field populated by Vertex AI.
 Note: The URI given on output will be immutable and probably different,
 including the URI scheme, than the one given on input. The output URI will
 point to a location where the user only has a read access.
        string instance_schema_uri = 1 [(.google.api.field_behavior) = IMMUTABLE];
        Specified by:
        getInstanceSchemaUri in interface PredictSchemataOrBuilder
        Returns:
        The instanceSchemaUri.

      • getInstanceSchemaUriBytes

        public com.google.protobuf.ByteString getInstanceSchemaUriBytes()
         Immutable. Points to a YAML file stored on Google Cloud Storage describing
 the format of a single instance, which are used in
 [PredictRequest.instances][google.cloud.aiplatform.v1.PredictRequest.instances],
 [ExplainRequest.instances][google.cloud.aiplatform.v1.ExplainRequest.instances]
 and
 [BatchPredictionJob.input_config][google.cloud.aiplatform.v1.BatchPredictionJob.input_config].
 The schema is defined as an OpenAPI 3.0.2 [Schema
 Object](https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.2.md#schemaObject).
 AutoML Models always have this field populated by Vertex AI.
 Note: The URI given on output will be immutable and probably different,
 including the URI scheme, than the one given on input. The output URI will
 point to a location where the user only has a read access.
        string instance_schema_uri = 1 [(.google.api.field_behavior) = IMMUTABLE];
        Specified by:
        getInstanceSchemaUriBytes in interface PredictSchemataOrBuilder
        Returns:
        The bytes for instanceSchemaUri.

      • getParametersSchemaUri

        public String getParametersSchemaUri()
         Immutable. Points to a YAML file stored on Google Cloud Storage describing
 the parameters of prediction and explanation via
 [PredictRequest.parameters][google.cloud.aiplatform.v1.PredictRequest.parameters],
 [ExplainRequest.parameters][google.cloud.aiplatform.v1.ExplainRequest.parameters]
 and
 [BatchPredictionJob.model_parameters][google.cloud.aiplatform.v1.BatchPredictionJob.model_parameters].
 The schema is defined as an OpenAPI 3.0.2 [Schema
 Object](https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.2.md#schemaObject).
 AutoML Models always have this field populated by Vertex AI, if no
 parameters are supported, then it is set to an empty string.
 Note: The URI given on output will be immutable and probably different,
 including the URI scheme, than the one given on input. The output URI will
 point to a location where the user only has a read access.
        string parameters_schema_uri = 2 [(.google.api.field_behavior) = IMMUTABLE];
        Specified by:
        getParametersSchemaUri in interface PredictSchemataOrBuilder
        Returns:
        The parametersSchemaUri.

      • getParametersSchemaUriBytes

        public com.google.protobuf.ByteString getParametersSchemaUriBytes()
         Immutable. Points to a YAML file stored on Google Cloud Storage describing
 the parameters of prediction and explanation via
 [PredictRequest.parameters][google.cloud.aiplatform.v1.PredictRequest.parameters],
 [ExplainRequest.parameters][google.cloud.aiplatform.v1.ExplainRequest.parameters]
 and
 [BatchPredictionJob.model_parameters][google.cloud.aiplatform.v1.BatchPredictionJob.model_parameters].
 The schema is defined as an OpenAPI 3.0.2 [Schema
 Object](https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.2.md#schemaObject).
 AutoML Models always have this field populated by Vertex AI, if no
 parameters are supported, then it is set to an empty string.
 Note: The URI given on output will be immutable and probably different,
 including the URI scheme, than the one given on input. The output URI will
 point to a location where the user only has a read access.
        string parameters_schema_uri = 2 [(.google.api.field_behavior) = IMMUTABLE];
        Specified by:
        getParametersSchemaUriBytes in interface PredictSchemataOrBuilder
        Returns:
        The bytes for parametersSchemaUri.

      • getPredictionSchemaUri

        public String getPredictionSchemaUri()
         Immutable. Points to a YAML file stored on Google Cloud Storage describing
 the format of a single prediction produced by this Model, which are
 returned via
 [PredictResponse.predictions][google.cloud.aiplatform.v1.PredictResponse.predictions],
 [ExplainResponse.explanations][google.cloud.aiplatform.v1.ExplainResponse.explanations],
 and
 [BatchPredictionJob.output_config][google.cloud.aiplatform.v1.BatchPredictionJob.output_config].
 The schema is defined as an OpenAPI 3.0.2 [Schema
 Object](https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.2.md#schemaObject).
 AutoML Models always have this field populated by Vertex AI.
 Note: The URI given on output will be immutable and probably different,
 including the URI scheme, than the one given on input. The output URI will
 point to a location where the user only has a read access.
        string prediction_schema_uri = 3 [(.google.api.field_behavior) = IMMUTABLE];
        Specified by:
        getPredictionSchemaUri in interface PredictSchemataOrBuilder
        Returns:
        The predictionSchemaUri.

      • getPredictionSchemaUriBytes

        public com.google.protobuf.ByteString getPredictionSchemaUriBytes()
         Immutable. Points to a YAML file stored on Google Cloud Storage describing
 the format of a single prediction produced by this Model, which are
 returned via
 [PredictResponse.predictions][google.cloud.aiplatform.v1.PredictResponse.predictions],
 [ExplainResponse.explanations][google.cloud.aiplatform.v1.ExplainResponse.explanations],
 and
 [BatchPredictionJob.output_config][google.cloud.aiplatform.v1.BatchPredictionJob.output_config].
 The schema is defined as an OpenAPI 3.0.2 [Schema
 Object](https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.2.md#schemaObject).
 AutoML Models always have this field populated by Vertex AI.
 Note: The URI given on output will be immutable and probably different,
 including the URI scheme, than the one given on input. The output URI will
 point to a location where the user only has a read access.
        string prediction_schema_uri = 3 [(.google.api.field_behavior) = IMMUTABLE];
        Specified by:
        getPredictionSchemaUriBytes in interface PredictSchemataOrBuilder
        Returns:
        The bytes for predictionSchemaUri.

      • isInitialized

        public final boolean isInitialized()
        Specified by:
        isInitialized in interface com.google.protobuf.MessageLiteOrBuilder
        Overrides:
        isInitialized in class com.google.protobuf.GeneratedMessageV3

      • 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.GeneratedMessageV3
        Throws:
        IOException

      • getSerializedSize

        public int getSerializedSize()
        Specified by:
        getSerializedSize in interface com.google.protobuf.MessageLite
        Overrides:
        getSerializedSize in class com.google.protobuf.GeneratedMessageV3

      • 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 PredictSchemata parseFrom​(ByteBuffer data)
                                 throws com.google.protobuf.InvalidProtocolBufferException
        Throws:
        com.google.protobuf.InvalidProtocolBufferException

      • parseFrom

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

      • parseFrom

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

      • parseFrom

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

      • parseFrom

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

      • parseFrom

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

      • parseFrom

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

      • newBuilderForType

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

      • toBuilder

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

      • newBuilderForType

        protected PredictSchemata.Builder newBuilderForType​(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
        Specified by:
        newBuilderForType in class com.google.protobuf.GeneratedMessageV3

      • parser

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

      • getParserForType

        public com.google.protobuf.Parser<PredictSchemata> 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.GeneratedMessageV3

      • getDefaultInstanceForType

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