#region License Information /* HeuristicLab * Copyright (C) 2002-2019 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.Globalization; using System.IO; using System.Linq; using System.Text.RegularExpressions; using System.Threading; using Google.ProtocolBuffers; using HeuristicLab.Common; using HeuristicLab.Common.Resources; using HeuristicLab.Core; using HeuristicLab.Data; using HeuristicLab.Parameters; using HEAL.Attic; namespace HeuristicLab.Problems.ExternalEvaluation { [Item("EvaluationCache", "Cache for external evaluation values")] [StorableType("FDB10541-FA1C-4CF9-8175-83A55700C052")] public class EvaluationCache : ParameterizedNamedItem { #region Types private sealed class CacheEntry { public readonly string Key; private QualityMessage message; private byte[] rawMessage; private object lockObject = new object(); public byte[] RawMessage { get { return rawMessage; } set { lock (lockObject) { rawMessage = value; message = null; } } } public CacheEntry(string key) { Key = key; } public QualityMessage GetMessage(ExtensionRegistry extensions) { lock (lockObject) { if (message == null && rawMessage != null) message = QualityMessage.ParseFrom(ByteString.CopyFrom(rawMessage), extensions); } return message; } public void SetMessage(QualityMessage value) { lock (lockObject) { message = value; rawMessage = value.ToByteArray(); } } 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 string QualityString(IFormatProvider formatProvider = null) { if (formatProvider == null) formatProvider = CultureInfo.CurrentCulture; if (RawMessage == null) return "-"; var msg = message ?? CreateBasicQualityMessage(); switch (msg.Type) { case QualityMessage.Types.Type.SingleObjectiveQualityMessage: return msg.GetExtension(SingleObjectiveQualityMessage.QualityMessage_).Quality.ToString(formatProvider); case QualityMessage.Types.Type.MultiObjectiveQualityMessage: var qualities = msg.GetExtension(MultiObjectiveQualityMessage.QualityMessage_).QualitiesList; return string.Format("[{0}]", string.Join(",", qualities.Select(q => q.ToString(formatProvider)))); default: return "-"; } } private QualityMessage CreateBasicQualityMessage() { var extensions = ExtensionRegistry.CreateInstance(); ExternalEvaluationMessages.RegisterAllExtensions(extensions); return QualityMessage.ParseFrom(ByteString.CopyFrom(rawMessage), extensions); } public override string ToString() { return string.Format("{{{0} : {1}}}", Key, QualityString()); } } public delegate QualityMessage 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 static new System.Drawing.Image StaticItemImage { 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 #region BackwardsCompatibility3.4 [Storable(Name = "Cache")] private IEnumerable> Cache_Persistence_backwardscompatability { get { return Enumerable.Empty>(); } set { var rawMessages = value.ToDictionary(kvp => kvp.Key, kvp => QualityMessage.CreateBuilder() .SetSolutionId(0) .SetExtension( SingleObjectiveQualityMessage.QualityMessage_, SingleObjectiveQualityMessage.CreateBuilder().SetQuality(kvp.Value).Build()) .Build().ToByteArray()); SetCacheValues(rawMessages); } } #endregion [Storable(Name = "CacheNew")] private IEnumerable> Cache_Persistence { get { return IsPersistent ? GetCacheValues() : Enumerable.Empty>(); } set { SetCacheValues(value); } } [StorableHook(HookType.AfterDeserialization)] private void AfterDeserialization() { RegisterEvents(); } #endregion #region Construction & Cloning [StorableConstructor] protected EvaluationCache(StorableConstructorFlag _) : base(_) { } protected EvaluationCache(EvaluationCache original, Cloner cloner) : base(original, cloner) { SetCacheValues(original.GetCacheValues()); Hits = original.Hits; 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(CapacityChanged); } void CapacityChanged(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 QualityMessage GetValue(SolutionMessage message, Evaluator evaluate, ExtensionRegistry extensions) { var entry = new CacheEntry(message.ToString()); bool lockTaken = false; bool waited = false; try { Monitor.Enter(cacheLock, ref lockTaken); while (true) { LinkedListNode node; if (index.TryGetValue(entry, out node)) { list.Remove(node); list.AddLast(node); Hits++; lockTaken = false; Monitor.Exit(cacheLock); OnChanged(); return node.Value.GetMessage(extensions); } 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.SetMessage(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.GetMessage(extensions); } } } } finally { if (lockTaken) Monitor.Exit(cacheLock); } } private void Trim() { while (list.Count > Capacity) { var 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.RawMessage); } } private void SetCacheValues(IEnumerable> value) { lock (cacheLock) { if (list == null) list = new LinkedList(); if (index == null) index = new Dictionary>(); foreach (var kvp in value) { var entry = new CacheEntry(kvp.Key) { RawMessage = 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.QualityString(CultureInfo.InvariantCulture))); } } writer.Close(); } } #endregion } }