source: branches/HeuristicLab.Problems.GPDL/CodeGenerator/ProblemCodeGen.cs @ 10377

using System.Collections.Generic;
using System.Diagnostics;
using System.IO;
using System.Linq;
using HeuristicLab.Grammars;
using Attribute = HeuristicLab.Grammars.Attribute;

namespace CodeGenerator {
  // code generator for problem class
  public class ProblemCodeGen {
    private const string usings = @"
using System.Collections.Generic;
using System.Linq;
using System;
using System.Text.RegularExpressions;
";

    private const string problemTemplate = @"
namespace ?PROBLEMNAME? {
  public class Tree {
    public int altIdx;
    public List<Tree> subtrees;
    protected Tree() {
      // leave subtrees uninitialized
    }
    public Tree(int state, int altIdx, int numSubTrees) {
      subtrees = new List<Tree>();
      this.altIdx = altIdx;
    }
  }

  ?TERMINALNODECLASSDEFINITIONS?

  // generic interface for communication from problem interpretation to solver
  public interface ISolverState {
    void Reset();
    int PeekNextAlternative(); // in alternative nodes returns the index of the alternative that should be followed
    void Follow(int idx); // next: derive the NT symbol with index=idx;
    void Unwind(); // finished with deriving the NT symbol
  }

  public sealed class ?IDENT?Problem {
   
   public ?IDENT?Problem() { 
      Initialize();
    }    

    private void Initialize() {
      // the following is the source code from the INIT section of the problem definition 
#region INIT section
?INITSOURCE?
#endregion
    }

    private ISolverState _state;
    public double Evaluate(ISolverState _state) {
      this._state = _state;
#region objective function (MINIMIZE / MAXIMIZE section)
?FITNESSFUNCTION?
#endregion
    }

// additional code from the problem definition (CODE section)
#region additional code
?ADDITIONALCODE?
#endregion

#region generated source for interpretation
?INTERPRETERSOURCE?
#endregion

#region generated code for the constraints for terminals
?CONSTRAINTSSOURCE?
#endregion
  }
}";


    /// <summary>
    /// Generates the source code for a brute force searcher that can be compiled with a C# compiler
    /// </summary>
    /// <param name="ast">An abstract syntax tree for a GPDL file</param>
    public void Generate(GPDefNode ast) {
      var problemSourceCode = new SourceBuilder();
      problemSourceCode.AppendLine(usings);

      GenerateProblemSource(ast, problemSourceCode);
      GenerateSolvers(ast, problemSourceCode);

      problemSourceCode
        .Replace("?PROBLEMNAME?", ast.Name)
        .Replace("?IDENT?", ast.Name);

      // write the source file to disk
      using (var stream = new StreamWriter(ast.Name + ".cs")) {
        stream.WriteLine(problemSourceCode.ToString());
      }
    }

    private void GenerateProblemSource(GPDefNode ast, SourceBuilder problemSourceCode) {
      var grammar = CreateGrammarFromAst(ast);
      problemSourceCode
        .AppendLine(problemTemplate)
        .Replace("?FITNESSFUNCTION?", ast.FitnessFunctionNode.SrcCode)
        .Replace("?INITSOURCE?", ast.InitCodeNode.SrcCode)
        .Replace("?ADDITIONALCODE?", ast.ClassCodeNode.SrcCode)
        .Replace("?INTERPRETERSOURCE?", GenerateInterpreterSource(grammar))
        .Replace("?CONSTRAINTSSOURCE?", GenerateConstraintMethods(ast.Terminals))
        .Replace("?TERMINALNODECLASSDEFINITIONS?", GenerateTerminalNodeClassDefinitions(ast.Terminals.OfType<TerminalNode>()))
       ;
    }

    private void GenerateSolvers(GPDefNode ast, SourceBuilder solverSourceCode) {
      var grammar = CreateGrammarFromAst(ast);
      var randomSearchCodeGen = new RandomSearchCodeGen();
      randomSearchCodeGen.Generate(grammar, ast.FitnessFunctionNode.Maximization, solverSourceCode);
      //var bruteForceSearchCodeGen = new BruteForceCodeGen();
      //bruteForceSearchCodeGen.Generate(grammar, ast.FitnessFunctionNode.Maximization, solverSourceCode);
    }

    #region create grammar instance from AST
    // should be refactored so that we can directly query the AST
    private AttributedGrammar CreateGrammarFromAst(GPDefNode ast) {

      var nonTerminals = ast.NonTerminals
        .Select(t => new Symbol(t.Ident, GetSymbolAttributes(t.FormalParameters)))
        .ToArray();
      var terminals = ast.Terminals
        .Select(t => new Symbol(t.Ident, GetSymbolAttributes(t.FormalParameters)))
        .ToArray();
      string startSymbolName = ast.Rules.First().NtSymbol;

      // create startSymbol
      var startSymbol = nonTerminals.Single(s => s.Name == startSymbolName);
      var g = new AttributedGrammar(startSymbol, nonTerminals, terminals);

      // add all production rules
      foreach (var rule in ast.Rules) {
        var ntSymbol = nonTerminals.Single(s => s.Name == rule.NtSymbol);
        foreach (var alt in GetAlternatives(rule.Alternatives, nonTerminals.Concat(terminals))) {
          g.AddProductionRule(ntSymbol, alt);
        }
        // local initialization code
        if (!string.IsNullOrEmpty(rule.LocalCode)) g.AddLocalDefinitions(ntSymbol, rule.LocalCode);
      }
      return g;
    }

    private IEnumerable<IAttribute> GetSymbolAttributes(string formalParameters) {
      return (from fieldDef in Util.ExtractParameters(formalParameters)
              select new Attribute(fieldDef.Identifier, fieldDef.Type, AttributeType.Parse(fieldDef.RefOrOut)))
              .ToList();
    }

    private IEnumerable<Sequence> GetAlternatives(AlternativesNode altNode, IEnumerable<ISymbol> allSymbols) {
      foreach (var alt in altNode.Alternatives) {
        yield return GetSequence(alt.Sequence, allSymbols);
      }
    }

    private Sequence GetSequence(IEnumerable<RuleExprNode> sequence, IEnumerable<ISymbol> allSymbols) {
      Debug.Assert(sequence.All(s => s is CallSymbolNode || s is RuleActionNode));
      var l = new List<ISymbol>();
      foreach (var node in sequence) {
        var callSymbolNode = node as CallSymbolNode;
        var actionNode = node as RuleActionNode;
        if (callSymbolNode != null) {
          Debug.Assert(allSymbols.Any(s => s.Name == callSymbolNode.Ident));
          // create a new symbol with actual parameters
          l.Add(new Symbol(callSymbolNode.Ident, GetSymbolAttributes(callSymbolNode.ActualParameter)));
        } else if (actionNode != null) {
          l.Add(new SemanticSymbol("SEM", actionNode.SrcCode));
        }
      }
      return new Sequence(l);
    }
    #endregion

    #region helper methods for terminal symbols
    // produces helper methods for the attributes of all terminal nodes
    private string GenerateConstraintMethods(IEnumerable<SymbolNode> symbols) {
      var sb = new SourceBuilder();
      var terminals = symbols.OfType<TerminalNode>();
      foreach (var t in terminals) {
        GenerateConstraintMethods(t, sb);
      }
      return sb.ToString();
    }


    // generates helper methods for the attributes of a given terminal node
    private void GenerateConstraintMethods(TerminalNode t, SourceBuilder sb) {
      foreach (var c in t.Constraints) {
        var fieldType = t.FieldDefinitions.First(d => d.Identifier == c.Ident).Type;
        if (c.Type == ConstraintNodeType.Range) {
          sb.AppendFormat("public {0} GetMax{1}_{2}() {{ return {3}; }}", fieldType, t.Ident, c.Ident, c.RangeMaxExpression).AppendLine();
          sb.AppendFormat("public {0} GetMin{1}_{2}() {{ return {3}; }}", fieldType, t.Ident, c.Ident, c.RangeMinExpression).AppendLine();
          //sb.AppendFormat("public {0} Get{1}_{2}(ISolverState _state) {{ _state. }}", fieldType, t.Ident, c.Ident, )
        } else if (c.Type == ConstraintNodeType.Set) {
          sb.AppendFormat("public IEnumerable<{0}> GetAllowed{1}_{2}() {{ return {3}; }}", fieldType, t.Ident, c.Ident, c.SetExpression).AppendLine();
        }
      }
    }
    #endregion

    private string GenerateTerminalNodeClassDefinitions(IEnumerable<TerminalNode> terminals) {
      var sb = new SourceBuilder();

      foreach (var terminal in terminals) {
        GenerateTerminalNodeClassDefinitions(terminal, sb);
      }
      return sb.ToString();
    }

    private void GenerateTerminalNodeClassDefinitions(TerminalNode terminal, SourceBuilder sb) {
      sb.AppendFormat("public class {0}Tree : Tree {{", terminal.Ident).BeginBlock();
      foreach (var att in terminal.FieldDefinitions) {
        sb.AppendFormat("{0} {1};", att.Type, att.Identifier).AppendLine();
      }
      sb.AppendFormat(" public {0}Tree(Random random, ?IDENT?Problem problem) : base() {{", terminal.Ident).BeginBlock();
      foreach (var constr in terminal.Constraints) {
        if (constr.Type == ConstraintNodeType.Set) {
          sb.AppendLine("{").BeginBlock();
          sb.AppendFormat(" var elements = problem.GetAllowed{0}_{1}().ToArray();", terminal.Ident, constr.Ident).AppendLine();
          sb.AppendFormat("{0} = elements[random.Next(elements.Length)]; ", constr.Ident).AppendLine();
          sb.AppendLine("}").EndBlock();
        } else {
          sb.AppendLine("{").BeginBlock();
          sb.AppendFormat(" var max = problem.GetMax{0}_{1}();", terminal.Ident, constr.Ident).AppendLine();
          sb.AppendFormat(" var min = problem.GetMin{0}_{1}();", terminal.Ident, constr.Ident).AppendLine();
          sb.AppendFormat("{0} = random.NextDouble() * (max - min) + min ", constr.Ident).AppendLine();
          sb.AppendLine("}").EndBlock();
        }
      }
      sb.AppendLine("}").EndBlock();
      sb.AppendLine("}").EndBlock();
    }

    private string GenerateInterpreterSource(AttributedGrammar grammar) {
      var sb = new SourceBuilder();
      GenerateInterpreterStart(grammar, sb);

      // generate methods for all nonterminals and terminals using the grammar instance
      foreach (var s in grammar.NonTerminalSymbols) {
        GenerateInterpreterMethod(grammar, s, sb);
      }
      foreach (var s in grammar.TerminalSymbols) {
        GenerateTerminalInterpreterMethod(s, sb);
      }
      return sb.ToString();
    }

    private void GenerateInterpreterStart(AttributedGrammar grammar, SourceBuilder sb) {
      var s = grammar.StartSymbol;
      // create the method which can be called from the fitness function
      if (!s.Attributes.Any())
        sb.AppendFormat("private void {0}() {{", s.Name).BeginBlock();
      else
        sb.AppendFormat("private void {0}({1}) {{", s.Name, s.GetAttributeString()).BeginBlock();

      // get formal parameters of start symbol
      var attr = s.Attributes;

      // actual parameter are the same as formalparameter only without type identifier
      string actualParameter;
      if (attr.Any())
        actualParameter = attr.Skip(1).Aggregate(attr.First().AttributeType + " " + attr.First().Name, (str, a) => str + ", " + a.AttributeType + " " + a.Name);
      else
        actualParameter = string.Empty;
      sb.AppendLine("_state.Reset();");
      sb.AppendFormat("{0}(_state, {1});", s.Name, actualParameter).AppendLine();
      sb.AppendLine("}").EndBlock();
    }

    private void GenerateInterpreterMethod(AttributedGrammar g, ISymbol s, SourceBuilder sb) {
      if (!s.Attributes.Any())
        sb.AppendFormat("private void {0}(ISolverState _state) {{", s.Name).BeginBlock();
      else
        sb.AppendFormat("private void {0}(ISolverState _state, {1}) {{", s.Name, s.GetAttributeString()).BeginBlock();

      // generate local definitions
      sb.AppendLine(g.GetLocalDefinitions(s));

      var altsWithSemActions = g.GetAlternativesWithSemanticActions(s).ToArray();

      if (altsWithSemActions.Length > 1) {
        GenerateSwitchStatement(altsWithSemActions, sb);
      } else {
        int i = 0;
        foreach (var altSymb in altsWithSemActions.Single()) {
          GenerateSourceForAction(i, altSymb, sb);
          if (!(altSymb is SemanticSymbol)) i++;
        }
      }
      sb.Append("}").EndBlock();
    }

    private void GenerateSwitchStatement(IEnumerable<Sequence> alts, SourceBuilder sb) {
      sb.Append("switch(_state.PeekNextAlternative()) {").BeginBlock();
      // generate a case for each alternative
      int i = 0;
      foreach (var alt in alts) {
        sb.AppendFormat("case {0}: {{ ", i).BeginBlock();

        // this only works for alternatives with a single non-terminal symbol (ignoring semantic symbols)!
        // a way to handle this is through grammar transformation (the examplary grammars all have the correct from)
        Debug.Assert(alt.Count(symb => !(symb is SemanticSymbol)) == 1);
        foreach (var altSymb in alt) {
          GenerateSourceForAction(0, altSymb, sb); // index is always 0 because of the assertion above
        }
        i++;
        sb.AppendLine("break;").Append("}").EndBlock();
      }
      sb.AppendLine("default: throw new System.InvalidOperationException();").Append("}").EndBlock();
    }

    // helper for generating calls to other symbol methods
    private void GenerateSourceForAction(int idx, ISymbol s, SourceBuilder sb) {
      var action = s as SemanticSymbol;
      if (action != null)
        sb.Append(action.Code + ";");
      else if (!s.Attributes.Any())
        sb.AppendFormat("_state.Follow({0}); {1}(_state); _state.Unwind();", idx, s.Name);
      else sb.AppendFormat("_state.Follow({0}); {1}(_state, {2}); _state.Unwind();", idx, s.Name, s.GetAttributeString());
      sb.AppendLine();
    }

    private void GenerateTerminalInterpreterMethod(ISymbol s, SourceBuilder sb) {
      // if the terminal symbol has attributes then we must samples values for these attributes
      if (!s.Attributes.Any())
        sb.AppendFormat("private void {0}(ISolverState _state) {{", s.Name).BeginBlock();
      else
        sb.AppendFormat("private void {0}(ISolverState _state, {1}) {{", s.Name, s.GetAttributeString()).BeginBlock();

      // each field must match a formal parameter, assign a value for each parameter
      int i = 0;
      foreach (var element in s.Attributes) {
        sb.AppendFormat("_state.Follow({0});", i++).AppendLine();
        sb.AppendFormat("{0} = Get{1}_{0}(_state);", element.Name, s.Name).AppendLine();
        sb.AppendFormat("_state.Unwind();").AppendLine();
      }
      sb.Append("}").EndBlock();
    }
  }
}