xref: /external/google-cloud-java/java-aiplatform/proto-google-cloud-aiplatform-v1/src/main/java/com/google/cloud/aiplatform/v1/PredictResponse.java

/*
 * Copyright 2020 Google LLC
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
 * You may obtain a copy of the License at
 *
 *     https://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */
// Generated by the protocol buffer compiler.  DO NOT EDIT!
// source: google/cloud/aiplatform/v1/prediction_service.proto

package com.google.cloud.aiplatform.v1;

/**
 *
 *
 * <pre>
 * Response message for
 * [PredictionService.Predict][google.cloud.aiplatform.v1.PredictionService.Predict].
 * </pre>
 *
 * Protobuf type {@code google.cloud.aiplatform.v1.PredictResponse}
 */
public final class PredictResponse extends com.google.protobuf.GeneratedMessageV3
    implements
    // @@protoc_insertion_point(message_implements:google.cloud.aiplatform.v1.PredictResponse)
    PredictResponseOrBuilder {
  private static final long serialVersionUID = 0L;
  // Use PredictResponse.newBuilder() to construct.
  private PredictResponse(com.google.protobuf.GeneratedMessageV3.Builder<?> builder) {
    super(builder);
  }

  private PredictResponse() {
    predictions_ = java.util.Collections.emptyList();
    deployedModelId_ = "";
    model_ = "";
    modelVersionId_ = "";
    modelDisplayName_ = "";
  }

  @java.lang.Override
  @SuppressWarnings({"unused"})
  protected java.lang.Object newInstance(UnusedPrivateParameter unused) {
    return new PredictResponse();
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  public static final com.google.protobuf.Descriptors.Descriptor getDescriptor() {
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        .internal_static_google_cloud_aiplatform_v1_PredictResponse_descriptor;
  }

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  }

  public static final int PREDICTIONS_FIELD_NUMBER = 1;

  @SuppressWarnings("serial")
  private java.util.List<com.google.protobuf.Value> predictions_;
  /**
   *
   *
   * <pre>
   * The predictions that are the output of the predictions call.
   * The schema of any single prediction may be specified via Endpoint's
   * DeployedModels' [Model's ][google.cloud.aiplatform.v1.DeployedModel.model]
   * [PredictSchemata's][google.cloud.aiplatform.v1.Model.predict_schemata]
   * [prediction_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.prediction_schema_uri].
   * </pre>
   *
   * <code>repeated .google.protobuf.Value predictions = 1;</code>
   */
  @java.lang.Override
  public java.util.List<com.google.protobuf.Value> getPredictionsList() {
    return predictions_;
  }
  /**
   *
   *
   * <pre>
   * The predictions that are the output of the predictions call.
   * The schema of any single prediction may be specified via Endpoint's
   * DeployedModels' [Model's ][google.cloud.aiplatform.v1.DeployedModel.model]
   * [PredictSchemata's][google.cloud.aiplatform.v1.Model.predict_schemata]
   * [prediction_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.prediction_schema_uri].
   * </pre>
   *
   * <code>repeated .google.protobuf.Value predictions = 1;</code>
   */
  @java.lang.Override
  public java.util.List<? extends com.google.protobuf.ValueOrBuilder>
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    return predictions_;
  }
  /**
   *
   *
   * <pre>
   * The predictions that are the output of the predictions call.
   * The schema of any single prediction may be specified via Endpoint's
   * DeployedModels' [Model's ][google.cloud.aiplatform.v1.DeployedModel.model]
   * [PredictSchemata's][google.cloud.aiplatform.v1.Model.predict_schemata]
   * [prediction_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.prediction_schema_uri].
   * </pre>
   *
   * <code>repeated .google.protobuf.Value predictions = 1;</code>
   */
  @java.lang.Override
  public int getPredictionsCount() {
    return predictions_.size();
  }
  /**
   *
   *
   * <pre>
   * The predictions that are the output of the predictions call.
   * The schema of any single prediction may be specified via Endpoint's
   * DeployedModels' [Model's ][google.cloud.aiplatform.v1.DeployedModel.model]
   * [PredictSchemata's][google.cloud.aiplatform.v1.Model.predict_schemata]
   * [prediction_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.prediction_schema_uri].
   * </pre>
   *
   * <code>repeated .google.protobuf.Value predictions = 1;</code>
   */
  @java.lang.Override
  public com.google.protobuf.Value getPredictions(int index) {
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  }
  /**
   *
   *
   * <pre>
   * The predictions that are the output of the predictions call.
   * The schema of any single prediction may be specified via Endpoint's
   * DeployedModels' [Model's ][google.cloud.aiplatform.v1.DeployedModel.model]
   * [PredictSchemata's][google.cloud.aiplatform.v1.Model.predict_schemata]
   * [prediction_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.prediction_schema_uri].
   * </pre>
   *
   * <code>repeated .google.protobuf.Value predictions = 1;</code>
   */
  @java.lang.Override
  public com.google.protobuf.ValueOrBuilder getPredictionsOrBuilder(int index) {
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  }

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  @SuppressWarnings("serial")
  private volatile java.lang.Object deployedModelId_ = "";
  /**
   *
   *
   * <pre>
   * ID of the Endpoint's DeployedModel that served this prediction.
   * </pre>
   *
   * <code>string deployed_model_id = 2;</code>
   *
   * @return The deployedModelId.
   */
  @java.lang.Override
  public java.lang.String getDeployedModelId() {
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    if (ref instanceof java.lang.String) {
      return (java.lang.String) ref;
    } else {
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      java.lang.String s = bs.toStringUtf8();
      deployedModelId_ = s;
      return s;
    }
  }
  /**
   *
   *
   * <pre>
   * ID of the Endpoint's DeployedModel that served this prediction.
   * </pre>
   *
   * <code>string deployed_model_id = 2;</code>
   *
   * @return The bytes for deployedModelId.
   */
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    if (ref instanceof java.lang.String) {
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          com.google.protobuf.ByteString.copyFromUtf8((java.lang.String) ref);
      deployedModelId_ = b;
      return b;
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      return (com.google.protobuf.ByteString) ref;
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  }

  public static final int MODEL_FIELD_NUMBER = 3;

  @SuppressWarnings("serial")
  private volatile java.lang.Object model_ = "";
  /**
   *
   *
   * <pre>
   * Output only. The resource name of the Model which is deployed as the
   * DeployedModel that this prediction hits.
   * </pre>
   *
   * <code>
   * string model = 3 [(.google.api.field_behavior) = OUTPUT_ONLY, (.google.api.resource_reference) = { ... }
   * </code>
   *
   * @return The model.
   */
  @java.lang.Override
  public java.lang.String getModel() {
    java.lang.Object ref = model_;
    if (ref instanceof java.lang.String) {
      return (java.lang.String) ref;
    } else {
      com.google.protobuf.ByteString bs = (com.google.protobuf.ByteString) ref;
      java.lang.String s = bs.toStringUtf8();
      model_ = s;
      return s;
    }
  }
  /**
   *
   *
   * <pre>
   * Output only. The resource name of the Model which is deployed as the
   * DeployedModel that this prediction hits.
   * </pre>
   *
   * <code>
   * string model = 3 [(.google.api.field_behavior) = OUTPUT_ONLY, (.google.api.resource_reference) = { ... }
   * </code>
   *
   * @return The bytes for model.
   */
  @java.lang.Override
  public com.google.protobuf.ByteString getModelBytes() {
    java.lang.Object ref = model_;
    if (ref instanceof java.lang.String) {
      com.google.protobuf.ByteString b =
          com.google.protobuf.ByteString.copyFromUtf8((java.lang.String) ref);
      model_ = b;
      return b;
    } else {
      return (com.google.protobuf.ByteString) ref;
    }
  }

  public static final int MODEL_VERSION_ID_FIELD_NUMBER = 5;

  @SuppressWarnings("serial")
  private volatile java.lang.Object modelVersionId_ = "";
  /**
   *
   *
   * <pre>
   * Output only. The version ID of the Model which is deployed as the
   * DeployedModel that this prediction hits.
   * </pre>
   *
   * <code>string model_version_id = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];</code>
   *
   * @return The modelVersionId.
   */
  @java.lang.Override
  public java.lang.String getModelVersionId() {
    java.lang.Object ref = modelVersionId_;
    if (ref instanceof java.lang.String) {
      return (java.lang.String) ref;
    } else {
      com.google.protobuf.ByteString bs = (com.google.protobuf.ByteString) ref;
      java.lang.String s = bs.toStringUtf8();
      modelVersionId_ = s;
      return s;
    }
  }
  /**
   *
   *
   * <pre>
   * Output only. The version ID of the Model which is deployed as the
   * DeployedModel that this prediction hits.
   * </pre>
   *
   * <code>string model_version_id = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];</code>
   *
   * @return The bytes for modelVersionId.
   */
  @java.lang.Override
  public com.google.protobuf.ByteString getModelVersionIdBytes() {
    java.lang.Object ref = modelVersionId_;
    if (ref instanceof java.lang.String) {
      com.google.protobuf.ByteString b =
          com.google.protobuf.ByteString.copyFromUtf8((java.lang.String) ref);
      modelVersionId_ = b;
      return b;
    } else {
      return (com.google.protobuf.ByteString) ref;
    }
  }

  public static final int MODEL_DISPLAY_NAME_FIELD_NUMBER = 4;

  @SuppressWarnings("serial")
  private volatile java.lang.Object modelDisplayName_ = "";
  /**
   *
   *
   * <pre>
   * Output only. The [display
   * name][google.cloud.aiplatform.v1.Model.display_name] of the Model which is
   * deployed as the DeployedModel that this prediction hits.
   * </pre>
   *
   * <code>string model_display_name = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];</code>
   *
   * @return The modelDisplayName.
   */
  @java.lang.Override
  public java.lang.String getModelDisplayName() {
    java.lang.Object ref = modelDisplayName_;
    if (ref instanceof java.lang.String) {
      return (java.lang.String) ref;
    } else {
      com.google.protobuf.ByteString bs = (com.google.protobuf.ByteString) ref;
      java.lang.String s = bs.toStringUtf8();
      modelDisplayName_ = s;
      return s;
    }
  }
  /**
   *
   *
   * <pre>
   * Output only. The [display
   * name][google.cloud.aiplatform.v1.Model.display_name] of the Model which is
   * deployed as the DeployedModel that this prediction hits.
   * </pre>
   *
   * <code>string model_display_name = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];</code>
   *
   * @return The bytes for modelDisplayName.
   */
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    java.lang.Object ref = modelDisplayName_;
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  public boolean equals(final java.lang.Object obj) {
    if (obj == this) {
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    if (!getModel().equals(other.getModel())) return false;
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  /**
   *
   *
   * <pre>
   * Response message for
   * [PredictionService.Predict][google.cloud.aiplatform.v1.PredictionService.Predict].
   * </pre>
   *
   * Protobuf type {@code google.cloud.aiplatform.v1.PredictResponse}
   */
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    @java.lang.Override
    public Builder clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof) {
      return super.clearOneof(oneof);
    }

    @java.lang.Override
    public Builder setRepeatedField(
        com.google.protobuf.Descriptors.FieldDescriptor field, int index, java.lang.Object value) {
      return super.setRepeatedField(field, index, value);
    }

    @java.lang.Override
    public Builder addRepeatedField(
        com.google.protobuf.Descriptors.FieldDescriptor field, java.lang.Object value) {
      return super.addRepeatedField(field, value);
    }

    @java.lang.Override
    public Builder mergeFrom(com.google.protobuf.Message other) {
      if (other instanceof com.google.cloud.aiplatform.v1.PredictResponse) {
        return mergeFrom((com.google.cloud.aiplatform.v1.PredictResponse) other);
      } else {
        super.mergeFrom(other);
        return this;
      }
    }

    public Builder mergeFrom(com.google.cloud.aiplatform.v1.PredictResponse other) {
      if (other == com.google.cloud.aiplatform.v1.PredictResponse.getDefaultInstance()) return this;
      if (predictionsBuilder_ == null) {
        if (!other.predictions_.isEmpty()) {
          if (predictions_.isEmpty()) {
            predictions_ = other.predictions_;
            bitField0_ = (bitField0_ & ~0x00000001);
          } else {
            ensurePredictionsIsMutable();
            predictions_.addAll(other.predictions_);
          }
          onChanged();
        }
      } else {
        if (!other.predictions_.isEmpty()) {
          if (predictionsBuilder_.isEmpty()) {
            predictionsBuilder_.dispose();
            predictionsBuilder_ = null;
            predictions_ = other.predictions_;
            bitField0_ = (bitField0_ & ~0x00000001);
            predictionsBuilder_ =
                com.google.protobuf.GeneratedMessageV3.alwaysUseFieldBuilders
                    ? getPredictionsFieldBuilder()
                    : null;
          } else {
            predictionsBuilder_.addAllMessages(other.predictions_);
          }
        }
      }
      if (!other.getDeployedModelId().isEmpty()) {
        deployedModelId_ = other.deployedModelId_;
        bitField0_ |= 0x00000002;
        onChanged();
      }
      if (!other.getModel().isEmpty()) {
        model_ = other.model_;
        bitField0_ |= 0x00000004;
        onChanged();
      }
      if (!other.getModelVersionId().isEmpty()) {
        modelVersionId_ = other.modelVersionId_;
        bitField0_ |= 0x00000008;
        onChanged();
      }
      if (!other.getModelDisplayName().isEmpty()) {
        modelDisplayName_ = other.modelDisplayName_;
        bitField0_ |= 0x00000010;
        onChanged();
      }
      this.mergeUnknownFields(other.getUnknownFields());
      onChanged();
      return this;
    }

    @java.lang.Override
    public final boolean isInitialized() {
      return true;
    }

    @java.lang.Override
    public Builder mergeFrom(
        com.google.protobuf.CodedInputStream input,
        com.google.protobuf.ExtensionRegistryLite extensionRegistry)
        throws java.io.IOException {
      if (extensionRegistry == null) {
        throw new java.lang.NullPointerException();
      }
      try {
        boolean done = false;
        while (!done) {
          int tag = input.readTag();
          switch (tag) {
            case 0:
              done = true;
              break;
            case 10:
              {
                com.google.protobuf.Value m =
                    input.readMessage(com.google.protobuf.Value.parser(), extensionRegistry);
                if (predictionsBuilder_ == null) {
                  ensurePredictionsIsMutable();
                  predictions_.add(m);
                } else {
                  predictionsBuilder_.addMessage(m);
                }
                break;
              } // case 10
            case 18:
              {
                deployedModelId_ = input.readStringRequireUtf8();
                bitField0_ |= 0x00000002;
                break;
              } // case 18
            case 26:
              {
                model_ = input.readStringRequireUtf8();
                bitField0_ |= 0x00000004;
                break;
              } // case 26
            case 34:
              {
                modelDisplayName_ = input.readStringRequireUtf8();
                bitField0_ |= 0x00000010;
                break;
              } // case 34
            case 42:
              {
                modelVersionId_ = input.readStringRequireUtf8();
                bitField0_ |= 0x00000008;
                break;
              } // case 42
            default:
              {
                if (!super.parseUnknownField(input, extensionRegistry, tag)) {
                  done = true; // was an endgroup tag
                }
                break;
              } // default:
          } // switch (tag)
        } // while (!done)
      } catch (com.google.protobuf.InvalidProtocolBufferException e) {
        throw e.unwrapIOException();
      } finally {
        onChanged();
      } // finally
      return this;
    }

    private int bitField0_;

    private java.util.List<com.google.protobuf.Value> predictions_ =
        java.util.Collections.emptyList();

    private void ensurePredictionsIsMutable() {
      if (!((bitField0_ & 0x00000001) != 0)) {
        predictions_ = new java.util.ArrayList<com.google.protobuf.Value>(predictions_);
        bitField0_ |= 0x00000001;
      }
    }

    private com.google.protobuf.RepeatedFieldBuilderV3<
            com.google.protobuf.Value,
            com.google.protobuf.Value.Builder,
            com.google.protobuf.ValueOrBuilder>
        predictionsBuilder_;

    /**
     *
     *
     * <pre>
     * The predictions that are the output of the predictions call.
     * The schema of any single prediction may be specified via Endpoint's
     * DeployedModels' [Model's ][google.cloud.aiplatform.v1.DeployedModel.model]
     * [PredictSchemata's][google.cloud.aiplatform.v1.Model.predict_schemata]
     * [prediction_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.prediction_schema_uri].
     * </pre>
     *
     * <code>repeated .google.protobuf.Value predictions = 1;</code>
     */
    public java.util.List<com.google.protobuf.Value> getPredictionsList() {
      if (predictionsBuilder_ == null) {
        return java.util.Collections.unmodifiableList(predictions_);
      } else {
        return predictionsBuilder_.getMessageList();
      }
    }
    /**
     *
     *
     * <pre>
     * The predictions that are the output of the predictions call.
     * The schema of any single prediction may be specified via Endpoint's
     * DeployedModels' [Model's ][google.cloud.aiplatform.v1.DeployedModel.model]
     * [PredictSchemata's][google.cloud.aiplatform.v1.Model.predict_schemata]
     * [prediction_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.prediction_schema_uri].
     * </pre>
     *
     * <code>repeated .google.protobuf.Value predictions = 1;</code>
     */
    public int getPredictionsCount() {
      if (predictionsBuilder_ == null) {
        return predictions_.size();
      } else {
        return predictionsBuilder_.getCount();
      }
    }
    /**
     *
     *
     * <pre>
     * The predictions that are the output of the predictions call.
     * The schema of any single prediction may be specified via Endpoint's
     * DeployedModels' [Model's ][google.cloud.aiplatform.v1.DeployedModel.model]
     * [PredictSchemata's][google.cloud.aiplatform.v1.Model.predict_schemata]
     * [prediction_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.prediction_schema_uri].
     * </pre>
     *
     * <code>repeated .google.protobuf.Value predictions = 1;</code>
     */
    public com.google.protobuf.Value getPredictions(int index) {
      if (predictionsBuilder_ == null) {
        return predictions_.get(index);
      } else {
        return predictionsBuilder_.getMessage(index);
      }
    }
    /**
     *
     *
     * <pre>
     * The predictions that are the output of the predictions call.
     * The schema of any single prediction may be specified via Endpoint's
     * DeployedModels' [Model's ][google.cloud.aiplatform.v1.DeployedModel.model]
     * [PredictSchemata's][google.cloud.aiplatform.v1.Model.predict_schemata]
     * [prediction_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.prediction_schema_uri].
     * </pre>
     *
     * <code>repeated .google.protobuf.Value predictions = 1;</code>
     */
    public Builder setPredictions(int index, com.google.protobuf.Value value) {
      if (predictionsBuilder_ == null) {
        if (value == null) {
          throw new NullPointerException();
        }
        ensurePredictionsIsMutable();
        predictions_.set(index, value);
        onChanged();
      } else {
        predictionsBuilder_.setMessage(index, value);
      }
      return this;
    }
    /**
     *
     *
     * <pre>
     * The predictions that are the output of the predictions call.
     * The schema of any single prediction may be specified via Endpoint's
     * DeployedModels' [Model's ][google.cloud.aiplatform.v1.DeployedModel.model]
     * [PredictSchemata's][google.cloud.aiplatform.v1.Model.predict_schemata]
     * [prediction_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.prediction_schema_uri].
     * </pre>
     *
     * <code>repeated .google.protobuf.Value predictions = 1;</code>
     */
    public Builder setPredictions(int index, com.google.protobuf.Value.Builder builderForValue) {
      if (predictionsBuilder_ == null) {
        ensurePredictionsIsMutable();
        predictions_.set(index, builderForValue.build());
        onChanged();
      } else {
        predictionsBuilder_.setMessage(index, builderForValue.build());
      }
      return this;
    }
    /**
     *
     *
     * <pre>
     * The predictions that are the output of the predictions call.
     * The schema of any single prediction may be specified via Endpoint's
     * DeployedModels' [Model's ][google.cloud.aiplatform.v1.DeployedModel.model]
     * [PredictSchemata's][google.cloud.aiplatform.v1.Model.predict_schemata]
     * [prediction_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.prediction_schema_uri].
     * </pre>
     *
     * <code>repeated .google.protobuf.Value predictions = 1;</code>
     */
    public Builder addPredictions(com.google.protobuf.Value value) {
      if (predictionsBuilder_ == null) {
        if (value == null) {
          throw new NullPointerException();
        }
        ensurePredictionsIsMutable();
        predictions_.add(value);
        onChanged();
      } else {
        predictionsBuilder_.addMessage(value);
      }
      return this;
    }
    /**
     *
     *
     * <pre>
     * The predictions that are the output of the predictions call.
     * The schema of any single prediction may be specified via Endpoint's
     * DeployedModels' [Model's ][google.cloud.aiplatform.v1.DeployedModel.model]
     * [PredictSchemata's][google.cloud.aiplatform.v1.Model.predict_schemata]
     * [prediction_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.prediction_schema_uri].
     * </pre>
     *
     * <code>repeated .google.protobuf.Value predictions = 1;</code>
     */
    public Builder addPredictions(int index, com.google.protobuf.Value value) {
      if (predictionsBuilder_ == null) {
        if (value == null) {
          throw new NullPointerException();
        }
        ensurePredictionsIsMutable();
        predictions_.add(index, value);
        onChanged();
      } else {
        predictionsBuilder_.addMessage(index, value);
      }
      return this;
    }
    /**
     *
     *
     * <pre>
     * The predictions that are the output of the predictions call.
     * The schema of any single prediction may be specified via Endpoint's
     * DeployedModels' [Model's ][google.cloud.aiplatform.v1.DeployedModel.model]
     * [PredictSchemata's][google.cloud.aiplatform.v1.Model.predict_schemata]
     * [prediction_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.prediction_schema_uri].
     * </pre>
     *
     * <code>repeated .google.protobuf.Value predictions = 1;</code>
     */
    public Builder addPredictions(com.google.protobuf.Value.Builder builderForValue) {
      if (predictionsBuilder_ == null) {
        ensurePredictionsIsMutable();
        predictions_.add(builderForValue.build());
        onChanged();
      } else {
        predictionsBuilder_.addMessage(builderForValue.build());
      }
      return this;
    }
    /**
     *
     *
     * <pre>
     * The predictions that are the output of the predictions call.
     * The schema of any single prediction may be specified via Endpoint's
     * DeployedModels' [Model's ][google.cloud.aiplatform.v1.DeployedModel.model]
     * [PredictSchemata's][google.cloud.aiplatform.v1.Model.predict_schemata]
     * [prediction_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.prediction_schema_uri].
     * </pre>
     *
     * <code>repeated .google.protobuf.Value predictions = 1;</code>
     */
    public Builder addPredictions(int index, com.google.protobuf.Value.Builder builderForValue) {
      if (predictionsBuilder_ == null) {
        ensurePredictionsIsMutable();
        predictions_.add(index, builderForValue.build());
        onChanged();
      } else {
        predictionsBuilder_.addMessage(index, builderForValue.build());
      }
      return this;
    }
    /**
     *
     *
     * <pre>
     * The predictions that are the output of the predictions call.
     * The schema of any single prediction may be specified via Endpoint's
     * DeployedModels' [Model's ][google.cloud.aiplatform.v1.DeployedModel.model]
     * [PredictSchemata's][google.cloud.aiplatform.v1.Model.predict_schemata]
     * [prediction_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.prediction_schema_uri].
     * </pre>
     *
     * <code>repeated .google.protobuf.Value predictions = 1;</code>
     */
    public Builder addAllPredictions(
        java.lang.Iterable<? extends com.google.protobuf.Value> values) {
      if (predictionsBuilder_ == null) {
        ensurePredictionsIsMutable();
        com.google.protobuf.AbstractMessageLite.Builder.addAll(values, predictions_);
        onChanged();
      } else {
        predictionsBuilder_.addAllMessages(values);
      }
      return this;
    }
    /**
     *
     *
     * <pre>
     * The predictions that are the output of the predictions call.
     * The schema of any single prediction may be specified via Endpoint's
     * DeployedModels' [Model's ][google.cloud.aiplatform.v1.DeployedModel.model]
     * [PredictSchemata's][google.cloud.aiplatform.v1.Model.predict_schemata]
     * [prediction_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.prediction_schema_uri].
     * </pre>
     *
     * <code>repeated .google.protobuf.Value predictions = 1;</code>
     */
    public Builder clearPredictions() {
      if (predictionsBuilder_ == null) {
        predictions_ = java.util.Collections.emptyList();
        bitField0_ = (bitField0_ & ~0x00000001);
        onChanged();
      } else {
        predictionsBuilder_.clear();
      }
      return this;
    }
    /**
     *
     *
     * <pre>
     * The predictions that are the output of the predictions call.
     * The schema of any single prediction may be specified via Endpoint's
     * DeployedModels' [Model's ][google.cloud.aiplatform.v1.DeployedModel.model]
     * [PredictSchemata's][google.cloud.aiplatform.v1.Model.predict_schemata]
     * [prediction_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.prediction_schema_uri].
     * </pre>
     *
     * <code>repeated .google.protobuf.Value predictions = 1;</code>
     */
    public Builder removePredictions(int index) {
      if (predictionsBuilder_ == null) {
        ensurePredictionsIsMutable();
        predictions_.remove(index);
        onChanged();
      } else {
        predictionsBuilder_.remove(index);
      }
      return this;
    }
    /**
     *
     *
     * <pre>
     * The predictions that are the output of the predictions call.
     * The schema of any single prediction may be specified via Endpoint's
     * DeployedModels' [Model's ][google.cloud.aiplatform.v1.DeployedModel.model]
     * [PredictSchemata's][google.cloud.aiplatform.v1.Model.predict_schemata]
     * [prediction_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.prediction_schema_uri].
     * </pre>
     *
     * <code>repeated .google.protobuf.Value predictions = 1;</code>
     */
    public com.google.protobuf.Value.Builder getPredictionsBuilder(int index) {
      return getPredictionsFieldBuilder().getBuilder(index);
    }
    /**
     *
     *
     * <pre>
     * The predictions that are the output of the predictions call.
     * The schema of any single prediction may be specified via Endpoint's
     * DeployedModels' [Model's ][google.cloud.aiplatform.v1.DeployedModel.model]
     * [PredictSchemata's][google.cloud.aiplatform.v1.Model.predict_schemata]
     * [prediction_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.prediction_schema_uri].
     * </pre>
     *
     * <code>repeated .google.protobuf.Value predictions = 1;</code>
     */
    public com.google.protobuf.ValueOrBuilder getPredictionsOrBuilder(int index) {
      if (predictionsBuilder_ == null) {
        return predictions_.get(index);
      } else {
        return predictionsBuilder_.getMessageOrBuilder(index);
      }
    }
    /**
     *
     *
     * <pre>
     * The predictions that are the output of the predictions call.
     * The schema of any single prediction may be specified via Endpoint's
     * DeployedModels' [Model's ][google.cloud.aiplatform.v1.DeployedModel.model]
     * [PredictSchemata's][google.cloud.aiplatform.v1.Model.predict_schemata]
     * [prediction_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.prediction_schema_uri].
     * </pre>
     *
     * <code>repeated .google.protobuf.Value predictions = 1;</code>
     */
    public java.util.List<? extends com.google.protobuf.ValueOrBuilder>
        getPredictionsOrBuilderList() {
      if (predictionsBuilder_ != null) {
        return predictionsBuilder_.getMessageOrBuilderList();
      } else {
        return java.util.Collections.unmodifiableList(predictions_);
      }
    }
    /**
     *
     *
     * <pre>
     * The predictions that are the output of the predictions call.
     * The schema of any single prediction may be specified via Endpoint's
     * DeployedModels' [Model's ][google.cloud.aiplatform.v1.DeployedModel.model]
     * [PredictSchemata's][google.cloud.aiplatform.v1.Model.predict_schemata]
     * [prediction_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.prediction_schema_uri].
     * </pre>
     *
     * <code>repeated .google.protobuf.Value predictions = 1;</code>
     */
    public com.google.protobuf.Value.Builder addPredictionsBuilder() {
      return getPredictionsFieldBuilder()
          .addBuilder(com.google.protobuf.Value.getDefaultInstance());
    }
    /**
     *
     *
     * <pre>
     * The predictions that are the output of the predictions call.
     * The schema of any single prediction may be specified via Endpoint's
     * DeployedModels' [Model's ][google.cloud.aiplatform.v1.DeployedModel.model]
     * [PredictSchemata's][google.cloud.aiplatform.v1.Model.predict_schemata]
     * [prediction_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.prediction_schema_uri].
     * </pre>
     *
     * <code>repeated .google.protobuf.Value predictions = 1;</code>
     */
    public com.google.protobuf.Value.Builder addPredictionsBuilder(int index) {
      return getPredictionsFieldBuilder()
          .addBuilder(index, com.google.protobuf.Value.getDefaultInstance());
    }
    /**
     *
     *
     * <pre>
     * The predictions that are the output of the predictions call.
     * The schema of any single prediction may be specified via Endpoint's
     * DeployedModels' [Model's ][google.cloud.aiplatform.v1.DeployedModel.model]
     * [PredictSchemata's][google.cloud.aiplatform.v1.Model.predict_schemata]
     * [prediction_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.prediction_schema_uri].
     * </pre>
     *
     * <code>repeated .google.protobuf.Value predictions = 1;</code>
     */
    public java.util.List<com.google.protobuf.Value.Builder> getPredictionsBuilderList() {
      return getPredictionsFieldBuilder().getBuilderList();
    }

    private com.google.protobuf.RepeatedFieldBuilderV3<
            com.google.protobuf.Value,
            com.google.protobuf.Value.Builder,
            com.google.protobuf.ValueOrBuilder>
        getPredictionsFieldBuilder() {
      if (predictionsBuilder_ == null) {
        predictionsBuilder_ =
            new com.google.protobuf.RepeatedFieldBuilderV3<
                com.google.protobuf.Value,
                com.google.protobuf.Value.Builder,
                com.google.protobuf.ValueOrBuilder>(
                predictions_, ((bitField0_ & 0x00000001) != 0), getParentForChildren(), isClean());
        predictions_ = null;
      }
      return predictionsBuilder_;
    }

    private java.lang.Object deployedModelId_ = "";
    /**
     *
     *
     * <pre>
     * ID of the Endpoint's DeployedModel that served this prediction.
     * </pre>
     *
     * <code>string deployed_model_id = 2;</code>
     *
     * @return The deployedModelId.
     */
    public java.lang.String getDeployedModelId() {
      java.lang.Object ref = deployedModelId_;
      if (!(ref instanceof java.lang.String)) {
        com.google.protobuf.ByteString bs = (com.google.protobuf.ByteString) ref;
        java.lang.String s = bs.toStringUtf8();
        deployedModelId_ = s;
        return s;
      } else {
        return (java.lang.String) ref;
      }
    }
    /**
     *
     *
     * <pre>
     * ID of the Endpoint's DeployedModel that served this prediction.
     * </pre>
     *
     * <code>string deployed_model_id = 2;</code>
     *
     * @return The bytes for deployedModelId.
     */
    public com.google.protobuf.ByteString getDeployedModelIdBytes() {
      java.lang.Object ref = deployedModelId_;
      if (ref instanceof String) {
        com.google.protobuf.ByteString b =
            com.google.protobuf.ByteString.copyFromUtf8((java.lang.String) ref);
        deployedModelId_ = b;
        return b;
      } else {
        return (com.google.protobuf.ByteString) ref;
      }
    }
    /**
     *
     *
     * <pre>
     * ID of the Endpoint's DeployedModel that served this prediction.
     * </pre>
     *
     * <code>string deployed_model_id = 2;</code>
     *
     * @param value The deployedModelId to set.
     * @return This builder for chaining.
     */
    public Builder setDeployedModelId(java.lang.String value) {
      if (value == null) {
        throw new NullPointerException();
      }
      deployedModelId_ = value;
      bitField0_ |= 0x00000002;
      onChanged();
      return this;
    }
    /**
     *
     *
     * <pre>
     * ID of the Endpoint's DeployedModel that served this prediction.
     * </pre>
     *
     * <code>string deployed_model_id = 2;</code>
     *
     * @return This builder for chaining.
     */
    public Builder clearDeployedModelId() {
      deployedModelId_ = getDefaultInstance().getDeployedModelId();
      bitField0_ = (bitField0_ & ~0x00000002);
      onChanged();
      return this;
    }
    /**
     *
     *
     * <pre>
     * ID of the Endpoint's DeployedModel that served this prediction.
     * </pre>
     *
     * <code>string deployed_model_id = 2;</code>
     *
     * @param value The bytes for deployedModelId to set.
     * @return This builder for chaining.
     */
    public Builder setDeployedModelIdBytes(com.google.protobuf.ByteString value) {
      if (value == null) {
        throw new NullPointerException();
      }
      checkByteStringIsUtf8(value);
      deployedModelId_ = value;
      bitField0_ |= 0x00000002;
      onChanged();
      return this;
    }

    private java.lang.Object model_ = "";
    /**
     *
     *
     * <pre>
     * Output only. The resource name of the Model which is deployed as the
     * DeployedModel that this prediction hits.
     * </pre>
     *
     * <code>
     * string model = 3 [(.google.api.field_behavior) = OUTPUT_ONLY, (.google.api.resource_reference) = { ... }
     * </code>
     *
     * @return The model.
     */
    public java.lang.String getModel() {
      java.lang.Object ref = model_;
      if (!(ref instanceof java.lang.String)) {
        com.google.protobuf.ByteString bs = (com.google.protobuf.ByteString) ref;
        java.lang.String s = bs.toStringUtf8();
        model_ = s;
        return s;
      } else {
        return (java.lang.String) ref;
      }
    }
    /**
     *
     *
     * <pre>
     * Output only. The resource name of the Model which is deployed as the
     * DeployedModel that this prediction hits.
     * </pre>
     *
     * <code>
     * string model = 3 [(.google.api.field_behavior) = OUTPUT_ONLY, (.google.api.resource_reference) = { ... }
     * </code>
     *
     * @return The bytes for model.
     */
    public com.google.protobuf.ByteString getModelBytes() {
      java.lang.Object ref = model_;
      if (ref instanceof String) {
        com.google.protobuf.ByteString b =
            com.google.protobuf.ByteString.copyFromUtf8((java.lang.String) ref);
        model_ = b;
        return b;
      } else {
        return (com.google.protobuf.ByteString) ref;
      }
    }
    /**
     *
     *
     * <pre>
     * Output only. The resource name of the Model which is deployed as the
     * DeployedModel that this prediction hits.
     * </pre>
     *
     * <code>
     * string model = 3 [(.google.api.field_behavior) = OUTPUT_ONLY, (.google.api.resource_reference) = { ... }
     * </code>
     *
     * @param value The model to set.
     * @return This builder for chaining.
     */
    public Builder setModel(java.lang.String value) {
      if (value == null) {
        throw new NullPointerException();
      }
      model_ = value;
      bitField0_ |= 0x00000004;
      onChanged();
      return this;
    }
    /**
     *
     *
     * <pre>
     * Output only. The resource name of the Model which is deployed as the
     * DeployedModel that this prediction hits.
     * </pre>
     *
     * <code>
     * string model = 3 [(.google.api.field_behavior) = OUTPUT_ONLY, (.google.api.resource_reference) = { ... }
     * </code>
     *
     * @return This builder for chaining.
     */
    public Builder clearModel() {
      model_ = getDefaultInstance().getModel();
      bitField0_ = (bitField0_ & ~0x00000004);
      onChanged();
      return this;
    }
    /**
     *
     *
     * <pre>
     * Output only. The resource name of the Model which is deployed as the
     * DeployedModel that this prediction hits.
     * </pre>
     *
     * <code>
     * string model = 3 [(.google.api.field_behavior) = OUTPUT_ONLY, (.google.api.resource_reference) = { ... }
     * </code>
     *
     * @param value The bytes for model to set.
     * @return This builder for chaining.
     */
    public Builder setModelBytes(com.google.protobuf.ByteString value) {
      if (value == null) {
        throw new NullPointerException();
      }
      checkByteStringIsUtf8(value);
      model_ = value;
      bitField0_ |= 0x00000004;
      onChanged();
      return this;
    }

    private java.lang.Object modelVersionId_ = "";
    /**
     *
     *
     * <pre>
     * Output only. The version ID of the Model which is deployed as the
     * DeployedModel that this prediction hits.
     * </pre>
     *
     * <code>string model_version_id = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];</code>
     *
     * @return The modelVersionId.
     */
    public java.lang.String getModelVersionId() {
      java.lang.Object ref = modelVersionId_;
      if (!(ref instanceof java.lang.String)) {
        com.google.protobuf.ByteString bs = (com.google.protobuf.ByteString) ref;
        java.lang.String s = bs.toStringUtf8();
        modelVersionId_ = s;
        return s;
      } else {
        return (java.lang.String) ref;
      }
    }
    /**
     *
     *
     * <pre>
     * Output only. The version ID of the Model which is deployed as the
     * DeployedModel that this prediction hits.
     * </pre>
     *
     * <code>string model_version_id = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];</code>
     *
     * @return The bytes for modelVersionId.
     */
    public com.google.protobuf.ByteString getModelVersionIdBytes() {
      java.lang.Object ref = modelVersionId_;
      if (ref instanceof String) {
        com.google.protobuf.ByteString b =
            com.google.protobuf.ByteString.copyFromUtf8((java.lang.String) ref);
        modelVersionId_ = b;
        return b;
      } else {
        return (com.google.protobuf.ByteString) ref;
      }
    }
    /**
     *
     *
     * <pre>
     * Output only. The version ID of the Model which is deployed as the
     * DeployedModel that this prediction hits.
     * </pre>
     *
     * <code>string model_version_id = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];</code>
     *
     * @param value The modelVersionId to set.
     * @return This builder for chaining.
     */
    public Builder setModelVersionId(java.lang.String value) {
      if (value == null) {
        throw new NullPointerException();
      }
      modelVersionId_ = value;
      bitField0_ |= 0x00000008;
      onChanged();
      return this;
    }
    /**
     *
     *
     * <pre>
     * Output only. The version ID of the Model which is deployed as the
     * DeployedModel that this prediction hits.
     * </pre>
     *
     * <code>string model_version_id = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];</code>
     *
     * @return This builder for chaining.
     */
    public Builder clearModelVersionId() {
      modelVersionId_ = getDefaultInstance().getModelVersionId();
      bitField0_ = (bitField0_ & ~0x00000008);
      onChanged();
      return this;
    }
    /**
     *
     *
     * <pre>
     * Output only. The version ID of the Model which is deployed as the
     * DeployedModel that this prediction hits.
     * </pre>
     *
     * <code>string model_version_id = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];</code>
     *
     * @param value The bytes for modelVersionId to set.
     * @return This builder for chaining.
     */
    public Builder setModelVersionIdBytes(com.google.protobuf.ByteString value) {
      if (value == null) {
        throw new NullPointerException();
      }
      checkByteStringIsUtf8(value);
      modelVersionId_ = value;
      bitField0_ |= 0x00000008;
      onChanged();
      return this;
    }

    private java.lang.Object modelDisplayName_ = "";
    /**
     *
     *
     * <pre>
     * Output only. The [display
     * name][google.cloud.aiplatform.v1.Model.display_name] of the Model which is
     * deployed as the DeployedModel that this prediction hits.
     * </pre>
     *
     * <code>string model_display_name = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];</code>
     *
     * @return The modelDisplayName.
     */
    public java.lang.String getModelDisplayName() {
      java.lang.Object ref = modelDisplayName_;
      if (!(ref instanceof java.lang.String)) {
        com.google.protobuf.ByteString bs = (com.google.protobuf.ByteString) ref;
        java.lang.String s = bs.toStringUtf8();
        modelDisplayName_ = s;
        return s;
      } else {
        return (java.lang.String) ref;
      }
    }
    /**
     *
     *
     * <pre>
     * Output only. The [display
     * name][google.cloud.aiplatform.v1.Model.display_name] of the Model which is
     * deployed as the DeployedModel that this prediction hits.
     * </pre>
     *
     * <code>string model_display_name = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];</code>
     *
     * @return The bytes for modelDisplayName.
     */
    public com.google.protobuf.ByteString getModelDisplayNameBytes() {
      java.lang.Object ref = modelDisplayName_;
      if (ref instanceof String) {
        com.google.protobuf.ByteString b =
            com.google.protobuf.ByteString.copyFromUtf8((java.lang.String) ref);
        modelDisplayName_ = b;
        return b;
      } else {
        return (com.google.protobuf.ByteString) ref;
      }
    }
    /**
     *
     *
     * <pre>
     * Output only. The [display
     * name][google.cloud.aiplatform.v1.Model.display_name] of the Model which is
     * deployed as the DeployedModel that this prediction hits.
     * </pre>
     *
     * <code>string model_display_name = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];</code>
     *
     * @param value The modelDisplayName to set.
     * @return This builder for chaining.
     */
    public Builder setModelDisplayName(java.lang.String value) {
      if (value == null) {
        throw new NullPointerException();
      }
      modelDisplayName_ = value;
      bitField0_ |= 0x00000010;
      onChanged();
      return this;
    }
    /**
     *
     *
     * <pre>
     * Output only. The [display
     * name][google.cloud.aiplatform.v1.Model.display_name] of the Model which is
     * deployed as the DeployedModel that this prediction hits.
     * </pre>
     *
     * <code>string model_display_name = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];</code>
     *
     * @return This builder for chaining.
     */
    public Builder clearModelDisplayName() {
      modelDisplayName_ = getDefaultInstance().getModelDisplayName();
      bitField0_ = (bitField0_ & ~0x00000010);
      onChanged();
      return this;
    }
    /**
     *
     *
     * <pre>
     * Output only. The [display
     * name][google.cloud.aiplatform.v1.Model.display_name] of the Model which is
     * deployed as the DeployedModel that this prediction hits.
     * </pre>
     *
     * <code>string model_display_name = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];</code>
     *
     * @param value The bytes for modelDisplayName to set.
     * @return This builder for chaining.
     */
    public Builder setModelDisplayNameBytes(com.google.protobuf.ByteString value) {
      if (value == null) {
        throw new NullPointerException();
      }
      checkByteStringIsUtf8(value);
      modelDisplayName_ = value;
      bitField0_ |= 0x00000010;
      onChanged();
      return this;
    }

    @java.lang.Override
    public final Builder setUnknownFields(final com.google.protobuf.UnknownFieldSet unknownFields) {
      return super.setUnknownFields(unknownFields);
    }

    @java.lang.Override
    public final Builder mergeUnknownFields(
        final com.google.protobuf.UnknownFieldSet unknownFields) {
      return super.mergeUnknownFields(unknownFields);
    }

    // @@protoc_insertion_point(builder_scope:google.cloud.aiplatform.v1.PredictResponse)
  }

  // @@protoc_insertion_point(class_scope:google.cloud.aiplatform.v1.PredictResponse)
  private static final com.google.cloud.aiplatform.v1.PredictResponse DEFAULT_INSTANCE;

  static {
    DEFAULT_INSTANCE = new com.google.cloud.aiplatform.v1.PredictResponse();
  }

  public static com.google.cloud.aiplatform.v1.PredictResponse getDefaultInstance() {
    return DEFAULT_INSTANCE;
  }

  private static final com.google.protobuf.Parser<PredictResponse> PARSER =
      new com.google.protobuf.AbstractParser<PredictResponse>() {
        @java.lang.Override
        public PredictResponse parsePartialFrom(
            com.google.protobuf.CodedInputStream input,
            com.google.protobuf.ExtensionRegistryLite extensionRegistry)
            throws com.google.protobuf.InvalidProtocolBufferException {
          Builder builder = newBuilder();
          try {
            builder.mergeFrom(input, extensionRegistry);
          } catch (com.google.protobuf.InvalidProtocolBufferException e) {
            throw e.setUnfinishedMessage(builder.buildPartial());
          } catch (com.google.protobuf.UninitializedMessageException e) {
            throw e.asInvalidProtocolBufferException().setUnfinishedMessage(builder.buildPartial());
          } catch (java.io.IOException e) {
            throw new com.google.protobuf.InvalidProtocolBufferException(e)
                .setUnfinishedMessage(builder.buildPartial());
          }
          return builder.buildPartial();
        }
      };

  public static com.google.protobuf.Parser<PredictResponse> parser() {
    return PARSER;
  }

  @java.lang.Override
  public com.google.protobuf.Parser<PredictResponse> getParserForType() {
    return PARSER;
  }

  @java.lang.Override
  public com.google.cloud.aiplatform.v1.PredictResponse getDefaultInstanceForType() {
    return DEFAULT_INSTANCE;
  }
}