1 | using System;
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2 | using System.Collections;
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3 | using System.Collections.Generic;
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4 | using System.IO;
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5 | using System.Linq;
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6 | using System.Reflection;
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7 | using System.Text;
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8 | using System.Threading.Tasks;
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9 | using HeuristicLab.Core;
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10 | using HeuristicLab.Data;
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11 | using HeuristicLab.Optimization;
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12 | using HeuristicLab.SequentialEngine;
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13 | using Newtonsoft.Json.Linq;
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14 |
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15 | namespace HeuristicLab.JsonInterface {
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16 | public class JCInstantiator {
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17 |
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18 | private JToken Template { get; set; }
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19 | private JArray Config { get; set; }
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20 |
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21 | private Dictionary<string, string> TypeList = new Dictionary<string, string>();
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22 | private IDictionary<string, JsonItem> ParameterizedItems { get; set; } = new Dictionary<string, JsonItem>();
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23 | private IDictionary<string, JsonItem> ConfigurableItems { get; set; } = new Dictionary<string, JsonItem>();
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24 |
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25 | public IAlgorithm Instantiate(string templateFile, string configFile) {
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26 |
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27 | //1. Parse Template and Config files
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28 | Template = JToken.Parse(File.ReadAllText(templateFile));
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29 | Config = JArray.Parse(File.ReadAllText(configFile));
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30 | TypeList = Template[Constants.Types].ToObject<Dictionary<string, string>>();
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31 | string algorithmName = Template[Constants.Metadata][Constants.Algorithm].ToString();
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32 | string problemName = Template[Constants.Metadata][Constants.Problem].ToString();
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33 |
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34 | //2. Collect all parameterizedItems from template
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35 | CollectParameterizedItems();
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36 |
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37 | //3. select all ConfigurableItems
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38 | SelectConfigurableItems();
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39 |
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40 | //4. Merge Template and Config
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41 | MergeTemplateWithConfig();
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42 |
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43 | //5. resolve the references between parameterizedItems
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44 | ResolveReferences();
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45 |
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46 | //6. get algorthm data and object
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47 | JsonItem algorithmData = GetData(algorithmName);
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48 | IAlgorithm algorithm = CreateObject<IAlgorithm>(algorithmData);
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49 |
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50 | //7. get problem data and object
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51 | JsonItem problemData = GetData(problemName);
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52 |
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53 | IProblem problem = CreateObject<IProblem>(problemData);
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54 | algorithm.Problem = problem;
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55 |
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56 | //8. inject configuration
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57 | JsonItemConverter.Inject(algorithm, algorithmData);
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58 | //JsonItemConverter.Inject(problem, problemData);
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59 |
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60 | if (algorithm is EngineAlgorithm) {
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61 | algorithm.Cast<EngineAlgorithm>().Engine = new SequentialEngine.SequentialEngine();
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62 | File.WriteAllText(@"C:\Workspace\test2.txt", "test");
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63 | }
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64 |
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65 | return algorithm;
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66 | }
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67 |
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68 | private void CollectParameterizedItems() {
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69 | foreach (JObject item in Template[Constants.Objects]) {
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70 | JsonItem data = BuildJsonItem(item);
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71 | ParameterizedItems.Add(data.Path, data);
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72 | }
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73 | }
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74 |
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75 | private void SelectConfigurableItems() {
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76 | foreach (var item in ParameterizedItems.Values) {
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77 | if (item.Parameters != null)
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78 | AddConfigurableItems(item.Parameters);
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79 |
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80 | if (item.Operators != null)
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81 | AddConfigurableItems(item.Operators);
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82 | }
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83 | }
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84 |
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85 | private void AddConfigurableItems(IEnumerable<JsonItem> items) {
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86 | foreach (var item in items)
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87 | if (item.IsConfigurable)
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88 | ConfigurableItems.Add(item.Path, item);
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89 | }
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90 |
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91 | private void ResolveReferences() {
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92 | foreach(var x in ParameterizedItems.Values)
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93 | foreach (var p in x.Parameters)
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94 | if (p.Default is string) {
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95 | string key = p.Path;
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96 | if (p.Range != null)
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97 | key = $"{p.Path}.{p.Default.Cast<string>()}";
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98 |
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99 | if (ParameterizedItems.TryGetValue(key, out JsonItem value))
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100 | p.Reference = value;
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101 | }
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102 | }
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103 |
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104 | private void MergeTemplateWithConfig() {
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105 | foreach (JObject obj in Config) {
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106 | // build item from config object
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107 | JsonItem item = BuildJsonItem(obj);
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108 | // override default value
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109 | if (ConfigurableItems.TryGetValue(item.Path, out JsonItem param)) {
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110 | param.Default = item.Default;
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111 | // override default value of reference (for ValueLookupParameters)
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112 | if (param.Reference != null)
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113 | param.Reference.Default = item.Reference?.Default;
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114 | } else throw new InvalidDataException($"No {Constants.FreeParameters.Trim('s')} with path='{item.Path}' defined!");
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115 | }
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116 | }
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117 |
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118 | private JsonItem GetData(string key)
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119 | {
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120 | if (ParameterizedItems.TryGetValue(key, out JsonItem value))
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121 | return value;
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122 | else
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123 | throw new InvalidDataException($"Type of item '{key}' is not defined!");
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124 | }
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125 |
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126 | private T CreateObject<T>(JsonItem data) {
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127 | if (TypeList.TryGetValue(data.Name, out string typeName)) {
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128 | Type type = Type.GetType(typeName);
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129 | return (T)Activator.CreateInstance(type);
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130 | } else throw new TypeLoadException($"Cannot find AssemblyQualifiedName for {data.Name}.");
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131 | }
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132 |
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133 | #region BuildJsonItemMethods
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134 | private JsonItem BuildJsonItem(JObject obj) =>
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135 | new JsonItem() {
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136 | Name = obj[nameof(JsonItem.Name)]?.ToString(),
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137 | Path = obj[nameof(JsonItem.Path)]?.ToString(),
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138 | Default = obj[nameof(JsonItem.Default)]?.ToObject<object>(),
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139 | Range = obj[nameof(JsonItem.Range)]?.ToObject<object[]>(),
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140 | Type = GetType(obj[nameof(JsonItem.Path)]?.ToObject<string>()),
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141 | Reference = obj[nameof(JsonItem.Type)] == null ?
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142 | null :
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143 | BuildJsonItem(obj[nameof(JsonItem.Type)].ToObject<JObject>()),
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144 | Parameters = PopulateParameters(obj),
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145 | Operators = PopulateOperators(obj)
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146 | };
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147 |
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148 | private string GetType(string path) {
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149 | if(!string.IsNullOrEmpty(path))
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150 | if (TypeList.TryGetValue(path, out string value))
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151 | return value;
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152 | return null;
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153 | }
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154 |
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155 | private IList<JsonItem> PopulateParameters(JObject obj) {
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156 | IList<JsonItem> list = new List<JsonItem>();
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157 |
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158 | // add staticParameters
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159 | if (obj[Constants.StaticParameters] != null)
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160 | foreach (JObject param in obj[Constants.StaticParameters])
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161 | list.Add(BuildJsonItem(param));
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162 |
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163 | // merge staticParameter with freeParameter
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164 | if (obj[Constants.FreeParameters] != null) {
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165 | foreach (JObject param in obj[Constants.FreeParameters]) {
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166 | JsonItem tmp = BuildJsonItem(param);
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167 |
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168 | // search staticParameter from list
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169 | JsonItem comp = null;
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170 | foreach (var p in list)
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171 | if (p.Name == tmp.Name) comp = p;
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172 | if (comp == null)
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173 | throw new InvalidDataException($"Invalid {Constants.FreeParameters.Trim('s')}: '{tmp.Name}'!");
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174 |
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175 | JsonItem.Merge(comp, tmp);
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176 | }
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177 | }
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178 | return list;
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179 | }
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180 |
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181 | private IList<JsonItem> PopulateOperators(JObject obj) {
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182 | IList<JsonItem> list = new List<JsonItem>();
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183 | JToken operators = obj[nameof(JsonItem.Operators)];
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184 | if (operators != null)
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185 | foreach (JObject sp in operators)
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186 | list.Add(BuildJsonItem(sp));
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187 | return list;
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188 | }
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189 | #endregion
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190 | }
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191 | }
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