source: trunk/sources/HeuristicLab.Functions/ProgrammableFunction.cs @ 159

#region License Information
/* HeuristicLab
 * Copyright (C) 2002-2008 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
 *
 * This file is part of HeuristicLab.
 *
 * HeuristicLab is free software: you can redistribute it and/or modify
 * it under the terms of the GNU General Public License as published by
 * the Free Software Foundation, either version 3 of the License, or
 * (at your option) any later version.
 *
 * HeuristicLab is distributed in the hope that it will be useful,
 * but WITHOUT ANY WARRANTY; without even the implied warranty of
 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
 * GNU General Public License for more details.
 *
 * You should have received a copy of the GNU General Public License
 * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
 */
#endregion

using System;
using System.Collections.Generic;
using System.Text;
using HeuristicLab.Core;
using System.Diagnostics;
using HeuristicLab.Constraints;
using HeuristicLab.DataAnalysis;
using System.Xml;
using System.Reflection;
using System.CodeDom;
using System.CodeDom.Compiler;
using Microsoft.CSharp;
using System.IO;

namespace HeuristicLab.Functions {
  public class ProgrammableFunction : FunctionBase {
    private MethodInfo evaluateMethod;

    private string myDescription;
    public override string Description {
      get { return myDescription; }
    }
    private string myCode;
    public string Code {
      get { return myCode; }
      set {
        if(value != myCode) {
          myCode = value;
          evaluateMethod = null;
          OnCodeChanged();
        }
      }
    }

    public ProgrammableFunction() : base() {
      myCode = "return 0.0;";
      myDescription = "A function that can be programmed for arbitrary needs.";
      evaluateMethod = null;
    }

    public void SetDescription(string description) {
      if(description == null)
        throw new NullReferenceException("description must not be null");

      if(description != myDescription) {
        myDescription = description;
        OnDescriptionChanged();
      }
    }

    public void Compile() {
      CodeNamespace ns = new CodeNamespace("HeuristicLab.Functions.CustomFunctions");
      CodeTypeDeclaration typeDecl = new CodeTypeDeclaration("Function");
      typeDecl.IsClass = true;
      typeDecl.TypeAttributes = TypeAttributes.Public;

      CodeMemberMethod method = new CodeMemberMethod();
      method.Name = "Evaluate";
      method.ReturnType = new CodeTypeReference(typeof(double));
      method.Attributes = MemberAttributes.Public | MemberAttributes.Static;
      method.Parameters.Add(new CodeParameterDeclarationExpression(typeof(IFunction), "function"));
      method.Parameters.Add(new CodeParameterDeclarationExpression(typeof(Dataset), "dataset"));
      method.Parameters.Add(new CodeParameterDeclarationExpression(typeof(int), "index"));
      foreach(IVariableInfo info in VariableInfos)
        method.Parameters.Add(new CodeParameterDeclarationExpression(info.DataType, info.FormalName));
      string code = myCode;
      method.Statements.Add(new CodeSnippetStatement(code));
      typeDecl.Members.Add(method);

      ns.Types.Add(typeDecl);
      ns.Imports.Add(new CodeNamespaceImport("System"));
      ns.Imports.Add(new CodeNamespaceImport("System.Collections.Generic"));
      ns.Imports.Add(new CodeNamespaceImport("System.Text"));
      ns.Imports.Add(new CodeNamespaceImport("HeuristicLab.Core"));
      ns.Imports.Add(new CodeNamespaceImport("HeuristicLab.Functions"));
      foreach(IVariableInfo variableInfo in VariableInfos)
        ns.Imports.Add(new CodeNamespaceImport(variableInfo.DataType.Namespace));

      CodeCompileUnit unit = new CodeCompileUnit();
      unit.Namespaces.Add(ns);
      CompilerParameters parameters = new CompilerParameters();
      parameters.GenerateExecutable = false;
      parameters.GenerateInMemory = true;
      parameters.IncludeDebugInformation = false;
      Assembly[] loadedAssemblies = AppDomain.CurrentDomain.GetAssemblies();
      foreach(Assembly loadedAssembly in loadedAssemblies)
        parameters.ReferencedAssemblies.Add(loadedAssembly.Location);
      CodeDomProvider provider = new CSharpCodeProvider();
      CompilerResults results = provider.CompileAssemblyFromDom(parameters, unit);

      evaluateMethod = null;
      if(results.Errors.HasErrors) {
        StringWriter writer = new StringWriter();
        CodeGeneratorOptions options = new CodeGeneratorOptions();
        options.BlankLinesBetweenMembers = false;
        options.ElseOnClosing = true;
        options.IndentString = "  ";
        provider.GenerateCodeFromCompileUnit(unit, writer, options);
        writer.Flush();
        string[] source = writer.ToString().Split(new string[] { "\r\n" }, StringSplitOptions.None);
        StringBuilder builder = new StringBuilder();
        for(int i = 0; i < source.Length; i++)
          builder.AppendLine((i + 1).ToString("###") + "     " + source[i]);
        builder.AppendLine();
        builder.AppendLine();
        builder.AppendLine();
        foreach(CompilerError error in results.Errors) {
          builder.Append("Line " + error.Line.ToString());
          builder.Append(", Column " + error.Column.ToString());
          builder.AppendLine(": " + error.ErrorText);
        }
        throw new Exception("Compile Errors:\n\n" + builder.ToString());
      } else {
        Assembly assembly = results.CompiledAssembly;
        Type[] types = assembly.GetTypes();
        evaluateMethod = types[0].GetMethod("Evaluate");
      }
    }

    public override double Apply(Dataset dataset, int sampleIndex, double[] args) {
      //if(evaluateMethod == null) {
      //  Compile();
      //}

      //// collect parameters
      //object[] parameters = new object[VariableInfos.Count + 3];
      //parameters[0] = this;
      //parameters[1] = dataset;
      //parameters[2] = sampleIndex;
      //int i = 3;
      //// all local variables are available in the custom function
      //foreach(IVariableInfo info in VariableInfos) {
      //  if(info.Local) {
      //    parameters[i] = this.GetVariable(info.ActualName);
      //    i++;
      //  }
      //}
      //return (double)evaluateMethod.Invoke(null, parameters);
      return 0.0;
    }

    public override object Clone(IDictionary<Guid, object> clonedObjects) {
      ProgrammableFunction clone = (ProgrammableFunction)base.Clone(clonedObjects);
      clone.myDescription = Description;
      clone.myCode = Code;
      clone.evaluateMethod = evaluateMethod;
      return clone;
    }

    public override void Accept(IFunctionVisitor visitor) {
      visitor.Visit(this);
    }

    public event EventHandler DescriptionChanged;
    protected virtual void OnDescriptionChanged() {
      if(DescriptionChanged != null)
        DescriptionChanged(this, new EventArgs());
    }
    public event EventHandler CodeChanged;
    protected virtual void OnCodeChanged() {
      if(CodeChanged != null)
        CodeChanged(this, new EventArgs());
    }

    #region Persistence Methods
    public override XmlNode GetXmlNode(string name, XmlDocument document, IDictionary<Guid, IStorable> persistedObjects) {
      XmlNode node = base.GetXmlNode(name, document, persistedObjects);
      XmlNode descriptionNode = document.CreateNode(XmlNodeType.Element, "Description", null);
      descriptionNode.InnerText = myDescription;
      node.AppendChild(descriptionNode);
      XmlNode codeNode = document.CreateNode(XmlNodeType.Element, "Code", null);
      codeNode.InnerText = myCode;
      node.AppendChild(codeNode);
      return node;
    }
    public override void Populate(XmlNode node, IDictionary<Guid, IStorable> restoredObjects) {
      base.Populate(node, restoredObjects);
      XmlNode descriptionNode = node.SelectSingleNode("Description");
      myDescription = descriptionNode.InnerText;
      XmlNode codeNode = node.SelectSingleNode("Code");
      myCode = codeNode.InnerText;
    }
    #endregion
  }
}