bqml_training_run.h

// Copyright 2010 Google Inc.
//
// 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.

// This code was generated by google-apis-code-generator 1.5.1
//   Build date: 2018-10-08 17:45:39 UTC
//   on: 2020-03-07, 23:51:40 UTC
//   C++ generator version: 0.1.4

// ----------------------------------------------------------------------------
// NOTE: This file is generated from Google APIs Discovery Service.
// Service:
//   BigQuery API (bigquery/v2)
// Generated from:
//   Version: v2
//   Revision: 459
// Generated by:
//    Tool: google-apis-code-generator 1.5.1
//     C++: 0.1.4
#ifndef  GOOGLE_BIGQUERY_API_BQML_TRAINING_RUN_H_
#define  GOOGLE_BIGQUERY_API_BQML_TRAINING_RUN_H_

#include <string>
#include "googleapis/base/integral_types.h"
#include "googleapis/base/macros.h"
#include "googleapis/client/data/jsoncpp_data.h"
#include "googleapis/client/util/date_time.h"
#include "googleapis/strings/stringpiece.h"

#include "google/bigquery_api/bqml_iteration_result.h"

namespace Json {
class Value;
}  // namespace Json

namespace google_bigquery_api {
using namespace googleapis;

class BqmlTrainingRun : public client::JsonCppData {
 public:
  class BqmlTrainingRunTrainingOptions : public client::JsonCppData {
   public:
    static BqmlTrainingRunTrainingOptions* New();

    explicit BqmlTrainingRunTrainingOptions(const Json::Value& storage);

    explicit BqmlTrainingRunTrainingOptions(Json::Value* storage);

    virtual ~BqmlTrainingRunTrainingOptions();

    const StringPiece GetTypeName() const {
      return StringPiece("google_bigquery_api::BqmlTrainingRunTrainingOptions");
    }

    bool has_early_stop() const {
      return Storage().isMember("earlyStop");
    }

    void clear_early_stop() {
      MutableStorage()->removeMember("earlyStop");
    }


    bool get_early_stop() const {
      const Json::Value& storage = Storage("earlyStop");
      return client::JsonValueToCppValueHelper<bool >(storage);
    }

    void set_early_stop(bool value) {
      client::SetJsonValueFromCppValueHelper<bool >(
        value, MutableStorage("earlyStop"));
    }

    bool has_l1_reg() const {
      return Storage().isMember("l1Reg");
    }

    void clear_l1_reg() {
      MutableStorage()->removeMember("l1Reg");
    }


    double get_l1_reg() const {
      const Json::Value& storage = Storage("l1Reg");
      return client::JsonValueToCppValueHelper<double >(storage);
    }

    void set_l1_reg(double value) {
      client::SetJsonValueFromCppValueHelper<double >(
        value, MutableStorage("l1Reg"));
    }

    bool has_l2_reg() const {
      return Storage().isMember("l2Reg");
    }

    void clear_l2_reg() {
      MutableStorage()->removeMember("l2Reg");
    }


    double get_l2_reg() const {
      const Json::Value& storage = Storage("l2Reg");
      return client::JsonValueToCppValueHelper<double >(storage);
    }

    void set_l2_reg(double value) {
      client::SetJsonValueFromCppValueHelper<double >(
        value, MutableStorage("l2Reg"));
    }

    bool has_learn_rate() const {
      return Storage().isMember("learnRate");
    }

    void clear_learn_rate() {
      MutableStorage()->removeMember("learnRate");
    }


    double get_learn_rate() const {
      const Json::Value& storage = Storage("learnRate");
      return client::JsonValueToCppValueHelper<double >(storage);
    }

    void set_learn_rate(double value) {
      client::SetJsonValueFromCppValueHelper<double >(
        value, MutableStorage("learnRate"));
    }

    bool has_learn_rate_strategy() const {
      return Storage().isMember("learnRateStrategy");
    }

    void clear_learn_rate_strategy() {
      MutableStorage()->removeMember("learnRateStrategy");
    }


    const StringPiece get_learn_rate_strategy() const {
      const Json::Value& v = Storage("learnRateStrategy");
      if (v == Json::Value::null) return StringPiece("");
      return StringPiece(v.asCString());
    }

    void set_learn_rate_strategy(const StringPiece& value) {
      *MutableStorage("learnRateStrategy") = value.data();
    }

    bool has_line_search_init_learn_rate() const {
      return Storage().isMember("lineSearchInitLearnRate");
    }

    void clear_line_search_init_learn_rate() {
      MutableStorage()->removeMember("lineSearchInitLearnRate");
    }


    double get_line_search_init_learn_rate() const {
      const Json::Value& storage = Storage("lineSearchInitLearnRate");
      return client::JsonValueToCppValueHelper<double >(storage);
    }

    void set_line_search_init_learn_rate(double value) {
      client::SetJsonValueFromCppValueHelper<double >(
        value, MutableStorage("lineSearchInitLearnRate"));
    }

    bool has_max_iteration() const {
      return Storage().isMember("maxIteration");
    }

    void clear_max_iteration() {
      MutableStorage()->removeMember("maxIteration");
    }


    int64 get_max_iteration() const {
      const Json::Value& storage = Storage("maxIteration");
      return client::JsonValueToCppValueHelper<int64 >(storage);
    }

    void set_max_iteration(int64 value) {
      client::SetJsonValueFromCppValueHelper<int64 >(
        value, MutableStorage("maxIteration"));
    }

    bool has_min_rel_progress() const {
      return Storage().isMember("minRelProgress");
    }

    void clear_min_rel_progress() {
      MutableStorage()->removeMember("minRelProgress");
    }


    double get_min_rel_progress() const {
      const Json::Value& storage = Storage("minRelProgress");
      return client::JsonValueToCppValueHelper<double >(storage);
    }

    void set_min_rel_progress(double value) {
      client::SetJsonValueFromCppValueHelper<double >(
        value, MutableStorage("minRelProgress"));
    }

    bool has_warm_start() const {
      return Storage().isMember("warmStart");
    }

    void clear_warm_start() {
      MutableStorage()->removeMember("warmStart");
    }


    bool get_warm_start() const {
      const Json::Value& storage = Storage("warmStart");
      return client::JsonValueToCppValueHelper<bool >(storage);
    }

    void set_warm_start(bool value) {
      client::SetJsonValueFromCppValueHelper<bool >(
        value, MutableStorage("warmStart"));
    }

   private:
    void operator=(const BqmlTrainingRunTrainingOptions&);
  };  // BqmlTrainingRunTrainingOptions
  static BqmlTrainingRun* New();

  explicit BqmlTrainingRun(const Json::Value& storage);

  explicit BqmlTrainingRun(Json::Value* storage);

  virtual ~BqmlTrainingRun();

  const StringPiece GetTypeName() const {
    return StringPiece("google_bigquery_api::BqmlTrainingRun");
  }

  bool has_iteration_results() const {
    return Storage().isMember("iterationResults");
  }

  void clear_iteration_results() {
    MutableStorage()->removeMember("iterationResults");
  }


  const client::JsonCppArray<BqmlIterationResult > get_iteration_results() const;

  client::JsonCppArray<BqmlIterationResult > mutable_iterationResults();

  bool has_start_time() const {
    return Storage().isMember("startTime");
  }

  void clear_start_time() {
    MutableStorage()->removeMember("startTime");
  }


  client::DateTime get_start_time() const {
    const Json::Value& storage = Storage("startTime");
    return client::JsonValueToCppValueHelper<client::DateTime >(storage);
  }

  void set_start_time(client::DateTime value) {
    client::SetJsonValueFromCppValueHelper<client::DateTime >(
      value, MutableStorage("startTime"));
  }

  bool has_state() const {
    return Storage().isMember("state");
  }

  void clear_state() {
    MutableStorage()->removeMember("state");
  }


  const StringPiece get_state() const {
    const Json::Value& v = Storage("state");
    if (v == Json::Value::null) return StringPiece("");
    return StringPiece(v.asCString());
  }

  void set_state(const StringPiece& value) {
    *MutableStorage("state") = value.data();
  }

  bool has_training_options() const {
    return Storage().isMember("trainingOptions");
  }

  void clear_training_options() {
    MutableStorage()->removeMember("trainingOptions");
  }


  const BqmlTrainingRunTrainingOptions get_training_options() const {
     const Json::Value& storage = Storage("trainingOptions");
    return client::JsonValueToCppValueHelper<BqmlTrainingRunTrainingOptions >(storage);
  }

  BqmlTrainingRunTrainingOptions mutable_trainingOptions() {
    Json::Value* storage = MutableStorage("trainingOptions");
    return client::JsonValueToMutableCppValueHelper<BqmlTrainingRunTrainingOptions >(storage);
  }

 private:
  void operator=(const BqmlTrainingRun&);
};  // BqmlTrainingRun
}  // namespace google_bigquery_api
#endif  // GOOGLE_BIGQUERY_API_BQML_TRAINING_RUN_H_