prediction_log.proto

syntax = "proto3";

package tensorflow.serving;

import "tensorflow_serving/apis/classification.proto";
import "tensorflow_serving/apis/inference.proto";
import "tensorflow_serving/apis/logging.proto";
import "tensorflow_serving/apis/predict.proto";
import "tensorflow_serving/apis/regression.proto";
import "tensorflow_serving/apis/session_service.proto";

option cc_enable_arenas = true;

message ClassifyLog {
  ClassificationRequest request = 1;
  ClassificationResponse response = 2;
}

message RegressLog {
  RegressionRequest request = 1;
  RegressionResponse response = 2;
}

message PredictLog {
  PredictRequest request = 1;
  PredictResponse response = 2;
}

message PredictStreamedLog {
  repeated PredictRequest request = 1;
  repeated PredictResponse response = 2;
}

message MultiInferenceLog {
  MultiInferenceRequest request = 1;
  MultiInferenceResponse response = 2;
}

message SessionRunLog {
  SessionRunRequest request = 1;
  SessionRunResponse response = 2;
}

// Logged model inference request.
message PredictionLog {
  LogMetadata log_metadata = 1;
  oneof log_type {
    ClassifyLog classify_log = 2;
    RegressLog regress_log = 3;
    PredictLog predict_log = 6;
    PredictStreamedLog predict_streamed_log = 7;
    MultiInferenceLog multi_inference_log = 4;
    SessionRunLog session_run_log = 5;
  }
}