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/* GENERATED STUB CODE - PLEASE ***DO*** MODIFY
 *
 * Originally generated from: ${templateName}
 */
syntax = "proto3";

import "${artifactIdSnakeCase}/generated/inference/grpc/generated/inference_payload_definition.proto";

// Defines an inference analytic service
service InferenceService {
  // Perform the relevant inference anayltic against a single input data record
  rpc Analyze(InferenceRequest) returns (InferenceResponse) {}

  // Perform the relevant inference analytic against multiple input data records
  rpc AnalyzeBatch(BatchInferenceRequest) returns (BatchInferenceResponse) {}
}

// Defines the required request message elements needed to perform inferencing against a single input data record.
message InferenceRequest {
  Record data = 1;
}

// Defines the response message containing the results of performing inferencing against a single data record
message InferenceResponse {
  Inference result = 1;
}

/* Defines the required request message elements needed to perform inferencing against a batch of multiple
 * input data records.  The row_id_key is utilized to specify the attribute within the given input data records
 * that should be embedded alongside inference results to allow invoking clients to understand to which data record
 * the inference result correlates. */
message BatchInferenceRequest {
  string row_id_key = 1;
  repeated Record data = 2;
}

/* Defines the response message containing the results of performing inferencing against the provided batch of multiple
 * data records.  Each inference result is linked to its corresponding input data record via the row_id attribute value,
 * which aligns with the attribute from the original input data record that was specified in the BatchInferenceRequest. */
message BatchInferenceResponse {
  message RecordRowIdAndInferencePair {
    string row_id = 1;
    Inference result = 2;
  }
  repeated RecordRowIdAndInferencePair results = 1;
}