// 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
//
//     http://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.

syntax = "proto3";

package google.cloud.aiplatform.v1beta1.schema.predict.prediction;

import "google/cloud/aiplatform/v1beta1/schema/predict/instance/text_sentiment.proto";
import "google/api/annotations.proto";

option go_package = "google.golang.org/genproto/googleapis/cloud/aiplatform/v1beta1/schema/predict/prediction;prediction";
option java_multiple_files = true;
option java_outer_classname = "TextSentimentPredictionResultProto";
option java_package = "com.google.cloud.aiplatform.v1beta1.schema.predict.prediction";

// Represents a line of JSONL in the text sentiment batch prediction output
// file. This is a hack to allow printing of integer values.
message TextSentimentPredictionResult {
  // Prediction output format for Text Sentiment.
  message Prediction {
    // The integer sentiment labels between 0 (inclusive) and sentimentMax label
    // (inclusive), while 0 maps to the least positive sentiment and
    // sentimentMax maps to the most positive one. The higher the score is, the
    // more positive the sentiment in the text snippet is. Note: sentimentMax is
    // an integer value between 1 (inclusive) and 10 (inclusive).
    int32 sentiment = 1;
  }

  // User's input instance.
  google.cloud.aiplatform.v1beta1.schema.predict.instance.TextSentimentPredictionInstance instance = 1;

  // The prediction result.
  Prediction prediction = 2;
}