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 HEAL.Attic;
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10 | using HeuristicLab.Core;
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11 | using HeuristicLab.Data;
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12 | using HeuristicLab.Optimization;
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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 | /// <summary>
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17 | /// Static class to instantiate an IAlgorithm object with a json interface template and config.
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18 | /// </summary>
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19 | public static class JsonTemplateInstantiator {
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20 | private struct InstData {
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21 | public JToken Template { get; set; }
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22 | public JArray Config { get; set; }
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23 | public IDictionary<string, IJsonItem> Objects { get; set; }
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24 | public IOptimizer Optimizer { get; set; }
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25 | }
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26 |
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27 | public static IOptimizer Instantiate(string templateFile) =>
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28 | Instantiate(templateFile, null, out IEnumerable<string> allowedResultNames);
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29 |
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30 |
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31 | public static IOptimizer Instantiate(string templateFile, out IEnumerable<string> allowedResultNames) =>
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32 | Instantiate(templateFile, null, out allowedResultNames);
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33 |
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34 |
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35 |
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36 | /// <summary>
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37 | /// Instantiate an IAlgorithm object with a template and config.
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38 | /// </summary>
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39 | /// <param name="templateFile">Template file (json), generated with JCGenerator.</param>
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40 | /// <param name="configFile">Config file (json) for the template.</param>
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41 | /// <returns>confugrated IOptimizer object</returns>
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42 | public static IOptimizer Instantiate(string templateFile, string configFile, out IEnumerable<string> allowedResultNames) {
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43 | InstData instData = new InstData() {
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44 | Objects = new Dictionary<string, IJsonItem>()
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45 | };
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46 |
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47 | // parse template and config files
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48 | instData.Template = JToken.Parse(File.ReadAllText(templateFile));
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49 | if(!string.IsNullOrEmpty(configFile))
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50 | instData.Config = JArray.Parse(File.ReadAllText(configFile));
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51 |
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52 | // extract metadata information
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53 | string optimizerName = instData.Template[Constants.Metadata][Constants.TemplateName].ToString();
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54 | string hLFileLocation = Path.GetFullPath(instData.Template[Constants.Metadata][Constants.HLFileLocation].ToString());
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55 |
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56 | // deserialize hl file
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57 | ProtoBufSerializer serializer = new ProtoBufSerializer();
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58 | IOptimizer optimizer = (IOptimizer)serializer.Deserialize(hLFileLocation);
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59 | instData.Optimizer = optimizer;
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60 |
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61 | // collect all parameterizedItems from template
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62 | CollectParameterizedItems(instData);
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63 |
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64 | // if config != null -> merge Template and Config
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65 | if (instData.Config != null)
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66 | MergeTemplateWithConfig(instData);
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67 |
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68 | // get algorthm data and object
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69 | IJsonItem optimizerData = instData.Objects.First().Value;
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70 |
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71 | // inject configuration
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72 | JsonItemConverter.Inject(optimizer, optimizerData);
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73 |
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74 | allowedResultNames = CollectResults(instData);
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75 |
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76 | return optimizer;
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77 | }
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78 |
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79 | #region Helper
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80 |
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81 | private static object GetValueFromJObject(JObject obj) =>
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82 | obj[nameof(IJsonItem.Value)]?.ToObject<object>();
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83 |
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84 | private static IEnumerable<string> CollectResults(InstData instData) {
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85 | IList<string> res = new List<string>();
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86 | foreach(JObject obj in instData.Template[Constants.Results]) {
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87 | res.Add(obj.Property("Name").Value.ToString());
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88 | }
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89 | return res;
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90 | }
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91 |
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92 | private static void CollectParameterizedItems(InstData instData) {
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93 | IJsonItem root = JsonItemConverter.Extract(instData.Optimizer);
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94 | instData.Objects.Add(root.Path, root);
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95 |
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96 | foreach (JObject obj in instData.Template[Constants.Parameters]) {
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97 | string[] pathParts = obj.Property("Path").Value.ToString().Split('.');
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98 | IJsonItem tmp = root;
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99 | IJsonItem old = null;
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100 | for(int i = 1; i < pathParts.Length; ++i) {
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101 | foreach(var c in tmp.Children) {
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102 | if (c.Name == pathParts[i])
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103 | tmp = c;
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104 | }
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105 | if (old == tmp)
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106 | throw new Exception($"Invalid path '{string.Join(".", pathParts)}'");
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107 | else old = tmp;
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108 | }
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109 | tmp.Value = GetValueFromJObject(obj);
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110 | tmp.Range = obj[nameof(IJsonItem.Range)]?.ToObject<object[]>();
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111 | tmp.ActualName = obj[nameof(IJsonItem.ActualName)]?.ToString();
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112 | instData.Objects.Add(tmp.Path, tmp);
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113 | }
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114 | }
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115 |
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116 | private static void MergeTemplateWithConfig(InstData instData) {
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117 | foreach (JObject obj in instData.Config) {
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118 | // build item from config object
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119 | string path = obj.Property("Path").Value.ToString();
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120 | // override default value
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121 | if (instData.Objects.TryGetValue(path, out IJsonItem param)) {
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122 | param.Value = GetValueFromJObject(obj);
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123 | // override ActualName (for LookupParameters)
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124 | if (param.ActualName != null)
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125 | param.ActualName = obj[nameof(IJsonItem.ActualName)]?.ToString();
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126 | } else throw new InvalidDataException($"No parameter with path='{path}' defined!");
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127 | }
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128 | }
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129 | #endregion
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130 | }
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131 | }
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