training_options.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_TRAINING_OPTIONS_H_
#define  GOOGLE_BIGQUERY_API_TRAINING_OPTIONS_H_

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

namespace Json {
class Value;
}  // namespace Json

namespace google_bigquery_api {
using namespace googleapis;

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

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

  explicit TrainingOptions(Json::Value* storage);

  virtual ~TrainingOptions();

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

  bool has_data_split_column() const {
    return Storage().isMember("dataSplitColumn");
  }

  void clear_data_split_column() {
    MutableStorage()->removeMember("dataSplitColumn");
  }


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

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

  bool has_data_split_eval_fraction() const {
    return Storage().isMember("dataSplitEvalFraction");
  }

  void clear_data_split_eval_fraction() {
    MutableStorage()->removeMember("dataSplitEvalFraction");
  }


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

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

  bool has_data_split_method() const {
    return Storage().isMember("dataSplitMethod");
  }

  void clear_data_split_method() {
    MutableStorage()->removeMember("dataSplitMethod");
  }


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

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

  bool has_distance_type() const {
    return Storage().isMember("distanceType");
  }

  void clear_distance_type() {
    MutableStorage()->removeMember("distanceType");
  }


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

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

  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_initial_learn_rate() const {
    return Storage().isMember("initialLearnRate");
  }

  void clear_initial_learn_rate() {
    MutableStorage()->removeMember("initialLearnRate");
  }


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

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

  bool has_input_label_columns() const {
    return Storage().isMember("inputLabelColumns");
  }

  void clear_input_label_columns() {
    MutableStorage()->removeMember("inputLabelColumns");
  }


  const client::JsonCppArray<string > get_input_label_columns() const {
     const Json::Value& storage = Storage("inputLabelColumns");
    return client::JsonValueToCppValueHelper<client::JsonCppArray<string > >(storage);
  }

  client::JsonCppArray<string > mutable_inputLabelColumns() {
    Json::Value* storage = MutableStorage("inputLabelColumns");
    return client::JsonValueToMutableCppValueHelper<client::JsonCppArray<string > >(storage);
  }

  bool has_kmeans_initialization_column() const {
    return Storage().isMember("kmeansInitializationColumn");
  }

  void clear_kmeans_initialization_column() {
    MutableStorage()->removeMember("kmeansInitializationColumn");
  }


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

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

  bool has_kmeans_initialization_method() const {
    return Storage().isMember("kmeansInitializationMethod");
  }

  void clear_kmeans_initialization_method() {
    MutableStorage()->removeMember("kmeansInitializationMethod");
  }


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

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

  bool has_l1_regularization() const {
    return Storage().isMember("l1Regularization");
  }

  void clear_l1_regularization() {
    MutableStorage()->removeMember("l1Regularization");
  }


  double get_l1_regularization() const {
    const Json::Value& storage = Storage("l1Regularization");
    return client::JsonValueToCppValueHelper<double >(storage);
  }

  void set_l1_regularization(double value) {
    client::SetJsonValueFromCppValueHelper<double >(
      value, MutableStorage("l1Regularization"));
  }

  bool has_l2_regularization() const {
    return Storage().isMember("l2Regularization");
  }

  void clear_l2_regularization() {
    MutableStorage()->removeMember("l2Regularization");
  }


  double get_l2_regularization() const {
    const Json::Value& storage = Storage("l2Regularization");
    return client::JsonValueToCppValueHelper<double >(storage);
  }

  void set_l2_regularization(double value) {
    client::SetJsonValueFromCppValueHelper<double >(
      value, MutableStorage("l2Regularization"));
  }

  bool has_label_class_weights() const {
    return Storage().isMember("labelClassWeights");
  }

  void clear_label_class_weights() {
    MutableStorage()->removeMember("labelClassWeights");
  }


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

  client::JsonCppAssociativeArray<double > mutable_labelClassWeights() {
    Json::Value* storage = MutableStorage("labelClassWeights");
    return client::JsonValueToMutableCppValueHelper<client::JsonCppAssociativeArray<double > >(storage);
  }

  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_loss_type() const {
    return Storage().isMember("lossType");
  }

  void clear_loss_type() {
    MutableStorage()->removeMember("lossType");
  }


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

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

  bool has_max_iterations() const {
    return Storage().isMember("maxIterations");
  }

  void clear_max_iterations() {
    MutableStorage()->removeMember("maxIterations");
  }


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

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

  bool has_min_relative_progress() const {
    return Storage().isMember("minRelativeProgress");
  }

  void clear_min_relative_progress() {
    MutableStorage()->removeMember("minRelativeProgress");
  }


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

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

  bool has_model_uri() const {
    return Storage().isMember("modelUri");
  }

  void clear_model_uri() {
    MutableStorage()->removeMember("modelUri");
  }


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

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

  bool has_num_clusters() const {
    return Storage().isMember("numClusters");
  }

  void clear_num_clusters() {
    MutableStorage()->removeMember("numClusters");
  }


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

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

  bool has_optimization_strategy() const {
    return Storage().isMember("optimizationStrategy");
  }

  void clear_optimization_strategy() {
    MutableStorage()->removeMember("optimizationStrategy");
  }


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

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

  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 TrainingOptions&);
};  // TrainingOptions
}  // namespace google_bigquery_api
#endif  // GOOGLE_BIGQUERY_API_TRAINING_OPTIONS_H_