#region License Information /* HeuristicLab * Copyright (C) 2002-2013 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 . */ #endregion using System; using System.Collections; using System.Collections.Generic; using HeuristicLab.Common; using HeuristicLab.Core; using HeuristicLab.Problems.DataAnalysis; namespace HeuristicLab.DataPreprocessing { internal class PDSnapshot { public IList VariableValues { get; set; } public IList VariableNames { get; set; } public double TrainingToTestRatio { get; set; } public DataPreprocessingChangedEventType ChangedType { get; set; } public int ChangedColumn { get; set; } public int ChangedRow { get; set; } } [Item("PreprocessingData", "Represents data used for preprocessing.")] public class TransactionalPreprocessingData : PreprocessingData, ITransactionalPreprocessingData { private const int MAX_UNDO_DEPTH = 5; private IList undoHistory; private int transactionDepth = 0; public TransactionalPreprocessingData(IDataAnalysisProblemData problemData) : base(problemData) { undoHistory = new List(); } private TransactionalPreprocessingData(TransactionalPreprocessingData original, Cloner cloner) : base(original, cloner) { undoHistory = new List(); } private void SaveSnapshot(DataPreprocessingChangedEventType changedType, int column, int row) { if (transactionDepth > 0) return; PDSnapshot currentSnapshot = new PDSnapshot(); currentSnapshot.VariableValues = CopyVariableValues(variableValues); currentSnapshot.VariableNames = new List(variableNames); currentSnapshot.TrainingToTestRatio = trainingToTestRatio; currentSnapshot.ChangedType = changedType; currentSnapshot.ChangedColumn = column; currentSnapshot.ChangedRow = row; if (undoHistory.Count >= MAX_UNDO_DEPTH) undoHistory.RemoveAt(0); undoHistory.Add(currentSnapshot); } #region NamedItem abstract Member Implementations public override IDeepCloneable Clone(Cloner cloner) { return new TransactionalPreprocessingData(this, cloner); } #endregion #region Overridden IPreprocessingData Members public override void SetCell(int columnIndex, int rowIndex, T value) { SaveSnapshot(DataPreprocessingChangedEventType.ChangeItem, columnIndex, rowIndex); base.SetCell(columnIndex, rowIndex, value); if (transactionDepth <= 0) OnChanged(DataPreprocessingChangedEventType.ChangeItem, columnIndex, rowIndex); } public override void SetValues(int columnIndex, IList values) { SaveSnapshot(DataPreprocessingChangedEventType.ChangeColumn, columnIndex, -1); base.SetValues(columnIndex, values); if (transactionDepth <= 0) OnChanged(DataPreprocessingChangedEventType.ChangeColumn, columnIndex, -1); } public override void InsertRow(int rowIndex) { SaveSnapshot(DataPreprocessingChangedEventType.DeleteRow, -1, rowIndex); base.InsertRow(rowIndex); if (transactionDepth <= 0) OnChanged(DataPreprocessingChangedEventType.AddRow, -1, rowIndex); } public override void DeleteRow(int rowIndex) { SaveSnapshot(DataPreprocessingChangedEventType.AddRow, -1, rowIndex); base.DeleteRow(rowIndex); if (transactionDepth <= 0) OnChanged(DataPreprocessingChangedEventType.DeleteRow, -1, rowIndex); } public override void InsertColumn(string variableName, int columnIndex) { SaveSnapshot(DataPreprocessingChangedEventType.DeleteColumn, columnIndex, -1); base.InsertColumn(variableName, columnIndex); if (transactionDepth <= 0) OnChanged(DataPreprocessingChangedEventType.AddColumn, columnIndex, -1); } public override void DeleteColumn(int columnIndex) { SaveSnapshot(DataPreprocessingChangedEventType.AddColumn, columnIndex, -1); base.DeleteColumn(columnIndex); if (transactionDepth <= 0) OnChanged(DataPreprocessingChangedEventType.DeleteColumn, columnIndex, -1); } #endregion #region TransactionalPreprocessingData members public event DataPreprocessingChangedEventHandler Changed; protected virtual void OnChanged(DataPreprocessingChangedEventType type, int column, int row) { var listeners = Changed; if (listeners != null) listeners(this, new DataPreprocessingChangedEventArgs(type, column, row)); } public bool IsUndoAvailable { get { return undoHistory.Count > 0; } } public void Undo() { if (IsUndoAvailable) { PDSnapshot previousSnapshot = undoHistory[undoHistory.Count - 1]; variableValues = previousSnapshot.VariableValues; variableNames = previousSnapshot.VariableNames; trainingToTestRatio = previousSnapshot.TrainingToTestRatio; undoHistory.Remove(previousSnapshot); OnChanged(previousSnapshot.ChangedType, previousSnapshot.ChangedColumn, previousSnapshot.ChangedRow); } } public void InTransaction(Action action, DataPreprocessingChangedEventType type = DataPreprocessingChangedEventType.Any) { BeginTransaction(type); action(); EndTransaction(); } public void BeginTransaction(DataPreprocessingChangedEventType type) { SaveSnapshot(type, -1, -1); transactionDepth++; } public void EndTransaction() { transactionDepth--; if (transactionDepth < 0) throw new InvalidOperationException("There is no open transaction that can be ended."); if (transactionDepth == 0) OnChanged(DataPreprocessingChangedEventType.Any, -1, -1); } #endregion } }