source: branches/OaaS/HeuristicLab.Services.Optimization.Controller/Parsers/AlgorithmConverter.cs @ 12394

using System;
using System.Collections.Generic;
using System.Linq;
using System.Text;
using HeuristicLab.Services.Optimization.ControllerService.Model;
using Newtonsoft.Json.Linq;
using Newtonsoft.Json;

namespace HeuristicLab.Services.Optimization.ControllerService.Parsers {
  public static class AlgorithmConverter {
    #region private methods
    private static Parameter CreateParameter(JObject property) {
      var name = (string)property["Name"];
      var value = property["Value"];
      switch (value.Type) {
        case JTokenType.Integer:
        case JTokenType.Float:
          return new Parameter() { Type = ParameterType.Decimal, Value = new DecimalValue() { Name = name, Value = (double)value } };
        case JTokenType.Boolean:
          return new Parameter() { Type = ParameterType.Boolean, Value = new BoolValue() { Name = name, Value = (bool)value } };
        case JTokenType.String:
          return new Parameter() { Type = ParameterType.Type, Value = new TypeValue() { Name = name, Value = (string)value, Options = (from e in property["Options"] select (string)e).ToArray() } };
        case JTokenType.Array:
          var arr = (JArray)value;
          // its a matrix
          if (arr[0].Type == JTokenType.Array) {
            return CreateMatrixParameter(name, arr);
          }
          return CreateVectorParameter(name, arr);
        default:
          throw new Exception("Unhandled datatype: " + property.Type);
      }
    }

    private static Parameter CreateMatrixParameter(string name, JArray arr) {
      double[][] entries = new double[arr.Count][];
      for (int i = 0; i < entries.Length; i++) {
        entries[i] = (from d in arr[i] select (double)d).ToArray<double>();
      }
      return new Parameter { Type = ParameterType.DecimalMatrix, Value = new DecimalMatrix() { Name = name, Value = entries } };
    }

    private static Parameter CreateVectorParameter(string name, JArray arr) {
      double[] entries = (from d in arr select (double)d).ToArray<double>();
      return new Parameter { Type = ParameterType.DecimalVector, Value = new DecimalVector() { Name = name, Value = entries } };
    }

    private class StackEntry {
      public Algorithm Parent { get; set; }
      public JToken Child { get; set; }
    }

    private static JArray ConvertParametersToJson(IList<Parameter> parameters) {
      var array = new JArray();
      foreach (var param in parameters) {
        array.Add(JObject.FromObject(param.Value));
      }
      return array;
    }

    private struct Entry {
      public JObject TargetAlgorithm { get; set; }

      public Algorithm SourceAlgorithm { get; set; }
    }

    private static Algorithm ParseAlgorithm(JToken jsonAlgorithm) {
      var algorithm = new Algorithm();

      foreach (JObject param in jsonAlgorithm["AlgorithmParameters"]) {
        Parameter parameter = CreateParameter(param);
        algorithm.Parameters.Items.Add(parameter);
      }

      var problemParams = jsonAlgorithm["ProblemParameters"];
      if (problemParams != null) {
        algorithm.Problem = new Problem();
        foreach (JObject param in problemParams) {
          Parameter parameter = CreateParameter(param);
          algorithm.Problem.Parameters.Items.Add(parameter);
        }
      }
      return algorithm;
    }
    #endregion


    #region public methods


    public static JObject ConvertExperimentToJson(Experiment experiment) {
      var exp = new JObject();
      exp["title"] = experiment.Name;
      exp["children"] = new JArray();
      exp["nodeId"] = experiment.Id;
      exp["isExperiment"] = true;

      var stack = new Stack<Entry>();
      foreach (var algo in experiment.Algorithm)
        stack.Push(new Entry() { TargetAlgorithm = exp, SourceAlgorithm = algo });

      while (stack.Count > 0) {
        var entry = stack.Pop();
        var algorithm = ConvertAlgorithmToJson(entry.SourceAlgorithm);
        (entry.TargetAlgorithm["children"] as JArray).Add(algorithm);

        if (entry.SourceAlgorithm.ChildAlgorithms.Count > 0) {
          // push children
          foreach (var child in entry.SourceAlgorithm.ChildAlgorithms) {
            stack.Push(new Entry() { TargetAlgorithm = algorithm, SourceAlgorithm = child });
          }
        }

      }
      return exp;
    }

    public static JArray ConvertExperimentsToJson(IEnumerable<Experiment> experiments) {
      var jarray = new JArray();
      foreach (var exp in experiments)
        jarray.Add(ConvertExperimentToJson(exp));
      return jarray;
    }

    public static JArray ConvertAlgorithmsToJson(IEnumerable<Algorithm> algorithms) {
      var jarray = new JArray();
      foreach (var algo in algorithms)
        jarray.Add(ConvertAlgorithmToJson(algo));
      return jarray;
    }


    public static JArray ConvertScenariosToJson(IEnumerable<OptimizationScenario> scenarios) {
      var jarray = new JArray();
      foreach (var scen in scenarios)
        jarray.Add(ConvertScenarioToJson(scen));
      return jarray;
    }

    public static JObject ConvertScenarioToJson(OptimizationScenario scenario) {
      var exp = new JObject();
      exp["title"] = scenario.Id;
      exp["children"] = new JArray();
      exp["nodeId"] = scenario.Id;
      exp["isExperiment"] = false;

      var stack = new Stack<Entry>();
      var baseAlgorithm = ConvertAlgorithmToJson(scenario.FirstAlgorithm);
      exp["data"] = baseAlgorithm["data"];
      if (scenario.FirstAlgorithm.ChildAlgorithms.Count > 0) {
        foreach (var child in scenario.FirstAlgorithm.ChildAlgorithms)
          stack.Push(new Entry() { TargetAlgorithm = exp, SourceAlgorithm = child});
      }

      while (stack.Count > 0) {
        var entry = stack.Pop();
        var algorithm = ConvertAlgorithmToJson(entry.SourceAlgorithm);
        (entry.TargetAlgorithm["children"] as JArray).Add(algorithm);

        if (entry.SourceAlgorithm.ChildAlgorithms.Count > 0) {
          // push children
          foreach (var child in entry.SourceAlgorithm.ChildAlgorithms) {
            stack.Push(new Entry() { TargetAlgorithm = algorithm, SourceAlgorithm = child });
          }
        }

      }
      return exp;
    }

    public static JObject ConvertAlgorithmToJson(Algorithm algorithm) {
      var jalgo = new JObject();
      jalgo["title"] = algorithm.Name;
      jalgo["nodeId"] = algorithm.Id;
      var jalgoData = new JObject();
      jalgo["data"] = jalgoData;
      jalgo["isExperiment"] = algorithm.IsExperiment;
      jalgoData["AlgorithmParameters"] = ConvertParametersToJson(algorithm.Parameters.Items);
      if (algorithm.Problem != null && algorithm.Problem.Parameters != null)
        jalgoData["ProblemParameters"] = ConvertParametersToJson(algorithm.Problem.Parameters.Items);

      jalgo["children"] = new JArray();
      return jalgo;
    }

    public static JObject ConvertRunToJson(Run run) {
      var jrun = new JObject();
      jrun["id"] = run.Id;
      jrun["name"] = run.Name;
      jrun["results"] = ConvertParametersToJson(run.Results);
      jrun["params"] = ConvertParametersToJson(run.InputParameters);
      jrun["algorithmName"] = run.AlgorithmName;      
      return jrun;
    }

    public static JArray ConvertRunsToJson(IList<Run> runs) {
       var jarray = new JArray();
      foreach (var run in runs)
        jarray.Add(ConvertRunToJson(run));
      
      
      // if there are multiple different jobs to execute and they have the same id, we must change it here manually
      var maxId = new Dictionary<string,int>();
      for (int i = 0; i < jarray.Count; i++) {
        for (int j = i + 1; j < jarray.Count; j++) {
          if (jarray[i]["id"].ToString() == jarray[j]["id"].ToString()) {
            int max;
            if (!maxId.TryGetValue(jarray[i]["id"].ToString(), out max)) {
              max = 1;
              maxId[jarray[i]["id"].ToString()] = max;              
            }
            maxId[jarray[i]["id"].ToString()]++;
            // change j's entry
            jarray[j]["id"] = jarray[j]["id"].ToString() + " (" + max + ")";
            jarray[j]["name"] = jarray[j]["name"] + " (" + max + ")";
          }
        }
      }
      return jarray;
    }

    public static Experiment ConvertJsonToExperiment(string json) {
      var experiment = new Experiment();
      var jsonExperiment = JObject.Parse(json);
      experiment.Name = (string)jsonExperiment["title"];
      experiment.Id = (string)jsonExperiment["nodeId"];      
      var stack = new Stack<StackEntry>();
      var root = new Algorithm();

      if (jsonExperiment["run"] != null && (bool)jsonExperiment["run"]) {
        experiment.JobDetails = new JobExecutionDetails() {
          Group = (string)jsonExperiment["group"],
          Repititions = (int)jsonExperiment["repititions"]
        };
      }

      // ignore experiment node, skip to its children
      if (jsonExperiment["experiment"] != null)
        foreach (var algo in jsonExperiment["experiment"]["children"]) {
          stack.Push(new StackEntry() { Parent = root, Child = algo });
        }

      if (jsonExperiment["children"] != null)
        foreach (var algo in jsonExperiment["children"]) {
          stack.Push(new StackEntry() { Parent = root, Child = algo });
        }

      while (stack.Count > 0) {
        var entry = stack.Pop();
        var data = entry.Child["data"];
        var currentAlgo = data == null || !data.HasValues ? new Algorithm() : ParseAlgorithm(entry.Child["data"]);
        currentAlgo.Name = (string)entry.Child["title"];
        currentAlgo.Id = (string)entry.Child["nodeId"];
        currentAlgo.IsExperiment = (bool)entry.Child["isExperiment"];
        entry.Parent.ChildAlgorithms.Add(currentAlgo);
        // push children on stack (inverse order to preserve ordering)
        var cnt = entry.Child["children"].Count();
        for (var i = 0; i < cnt; i++) {
          stack.Push(new StackEntry() { Parent = currentAlgo, Child = entry.Child["children"][cnt - 1 - i] });
        }
      }

      foreach (var algo in root.ChildAlgorithms) {
        experiment.Algorithm.Add(algo);
      }

      return experiment;
    }
    #endregion
  }
}