#region License Information
/* HeuristicLab
* Copyright (C) 2002-2011 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 .
*
* The LRU cache is based on an idea by Robert Rossney see
* .
*/
#endregion
using System;
using System.Collections.Generic;
using System.Linq;
using System.Threading;
using HeuristicLab.Common;
using HeuristicLab.Common.Resources;
using HeuristicLab.Core;
using HeuristicLab.Data;
using HeuristicLab.Parameters;
using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
using HeuristicLab.Analysis;
using System.IO;
using System.Globalization;
using System.Text.RegularExpressions;
namespace HeuristicLab.Problems.ExternalEvaluation {
[Item("EvaluationCache", "Cache for external evaluation values")]
[StorableClass]
public class EvaluationCache : ParameterizedNamedItem {
#region Types
private sealed class CacheEntry {
public readonly string Key;
public double Value;
public CacheEntry(string key, double value) {
Key = key;
Value = value;
}
public CacheEntry(string key) {
Key = key;
}
public override bool Equals(object obj) {
CacheEntry other = obj as CacheEntry;
if (other == null)
return false;
return Key.Equals(other.Key);
}
public override int GetHashCode() {
return Key.GetHashCode();
}
public override string ToString() {
return string.Format("{{{0} : {1}}}", Key, Value);
}
}
public delegate double Evaluator(SolutionMessage message);
#endregion
#region Fields
private LinkedList list;
private Dictionary> index;
private HashSet activeEvaluations = new HashSet();
private object cacheLock = new object();
#endregion
#region Properties
public override System.Drawing.Image ItemImage {
get { return VSImageLibrary.Database; }
}
public int Size { get { lock (cacheLock) return index.Count; } }
public int ActiveEvaluations { get { lock (cacheLock) return activeEvaluations.Count; } }
[Storable]
public int Hits { get; private set; }
#endregion
#region events
public event EventHandler Changed;
protected virtual void OnChanged() {
EventHandler handler = Changed;
if (handler != null)
handler(this, EventArgs.Empty);
}
#endregion
#region Parameters
public FixedValueParameter CapacityParameter {
get { return (FixedValueParameter)Parameters["Capacity"]; }
}
public FixedValueParameter PersistentCacheParameter {
get { return (FixedValueParameter)Parameters["PersistentCache"]; }
}
#endregion
#region Parameter Values
public int Capacity {
get { return CapacityParameter.Value.Value; }
set { CapacityParameter.Value.Value = value; }
}
public bool IsPersistent {
get { return PersistentCacheParameter.Value.Value; }
}
#endregion
#region Persistence
[Storable(Name="Cache")]
private IEnumerable> Cache_Persistence {
get {
if (IsPersistent) {
return GetCacheValues();
} else {
return Enumerable.Empty>();
}
}
set {
SetCacheValues(value);
}
}
[StorableHook(HookType.AfterDeserialization)]
private void AfterDeserialization() {
RegisterEvents();
}
#endregion
#region Construction & Cloning
[StorableConstructor]
protected EvaluationCache(bool deserializing) : base(deserializing) { }
protected EvaluationCache(EvaluationCache original, Cloner cloner)
: base(original, cloner) {
SetCacheValues(original.GetCacheValues());
RegisterEvents();
}
public EvaluationCache() {
list = new LinkedList();
index = new Dictionary>();
Parameters.Add(new FixedValueParameter("Capacity", "Maximum number of cache entries.", new IntValue(10000)));
Parameters.Add(new FixedValueParameter("PersistentCache", "Save cache when serializing object graph?", new BoolValue(false)));
RegisterEvents();
}
public override IDeepCloneable Clone(Cloner cloner) {
return new EvaluationCache(this, cloner);
}
#endregion
#region Event Handling
private void RegisterEvents() {
CapacityParameter.Value.ValueChanged += new EventHandler(Value_ValueChanged);
}
void Value_ValueChanged(object sender, EventArgs e) {
if (Capacity < 0)
throw new ArgumentOutOfRangeException("Cache capacity cannot be less than zero");
lock (cacheLock)
Trim();
OnChanged();
}
#endregion
#region Methods
public void Reset() {
lock (cacheLock) {
list = new LinkedList();
index = new Dictionary>();
Hits = 0;
}
OnChanged();
}
public double GetValue(SolutionMessage message, Evaluator evaluate) {
CacheEntry entry = new CacheEntry(message.ToString());
LinkedListNode node;
bool lockTaken = false;
bool waited = false;
try {
Monitor.Enter(cacheLock, ref lockTaken);
while (true) {
if (index.TryGetValue(entry, out node)) {
list.Remove(node);
list.AddLast(node);
Hits++;
lockTaken = false;
Monitor.Exit(cacheLock);
OnChanged();
return node.Value.Value;
} else {
if (!waited && activeEvaluations.Contains(entry.Key)) {
while (activeEvaluations.Contains(entry.Key))
Monitor.Wait(cacheLock);
waited = true;
} else {
activeEvaluations.Add(entry.Key);
lockTaken = false;
Monitor.Exit(cacheLock);
OnChanged();
try {
entry.Value = evaluate(message);
Monitor.Enter(cacheLock, ref lockTaken);
index[entry] = list.AddLast(entry);
Trim();
} finally {
if (!lockTaken)
Monitor.Enter(cacheLock, ref lockTaken);
activeEvaluations.Remove(entry.Key);
Monitor.PulseAll(cacheLock);
lockTaken = false;
Monitor.Exit(cacheLock);
}
OnChanged();
return entry.Value;
}
}
}
} finally {
if (lockTaken)
Monitor.Exit(cacheLock);
}
}
private void Trim() {
while (list.Count > Capacity) {
LinkedListNode item = list.First;
list.Remove(item);
index.Remove(item.Value);
}
}
private IEnumerable> GetCacheValues() {
lock (cacheLock) {
return index.ToDictionary(kvp => kvp.Key.Key, kvp => kvp.Key.Value);
}
}
private void SetCacheValues(IEnumerable> value) {
lock (cacheLock) {
list = new LinkedList();
index = new Dictionary>();
foreach (var kvp in value) {
var entry = new CacheEntry(kvp.Key);
entry.Value = kvp.Value;
index[entry] = list.AddLast(entry);
}
}
}
public void Save(string filename) {
using (var writer = new StreamWriter(filename)) {
lock (cacheLock) {
foreach (var entry in list) {
writer.WriteLine(string.Format(CultureInfo.InvariantCulture,
"\"{0}\", {1}",
Regex.Replace(entry.Key, "\\s", "").Replace("\"", "\"\""),
entry.Value));
}
}
writer.Close();
}
}
#endregion
}
}