#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.Generic; using HeuristicLab.Analysis; using HeuristicLab.Core; using HeuristicLab.Data; namespace HeuristicLab.DataPreprocessing { public class ChartLogic : IChartLogic { private ITransactionalPreprocessingData preprocessingData; public ChartLogic(ITransactionalPreprocessingData preprocessingData) { this.preprocessingData = preprocessingData; } public DataRow CreateDataRow(string variableName, DataRowVisualProperties.DataRowChartType chartType) { IList values = preprocessingData.GetValues(variableName); //TODO: handle NAN values correctly // CalculateHistogram in DataTableView fails with NAN values ( Min(), Max() returns NAN) ReplayNANwithZero(values); DataRow row = new DataRow(variableName, "", values); row.VisualProperties.ChartType = chartType; return row; } private void ReplayNANwithZero(IList values) { for (int i = 0; i < values.Count; i++) { if (Double.IsNaN(values[i])) values[i] = 0; } } private IEnumerable GetVariableNames() { List doubleVariableNames = new List(); //only return variable names from type double foreach (string variableName in preprocessingData.VariableNames) { if (preprocessingData.IsType(preprocessingData.GetColumnIndex(variableName))) doubleVariableNames.Add(variableName); } return doubleVariableNames; } public ICheckedItemList CreateVariableItemList() { ICheckedItemList itemList = new CheckedItemList(); foreach (string name in GetVariableNames()) { itemList.Add(new StringValue(name), true); } return new ReadOnlyCheckedItemList(itemList); } public event DataPreprocessingChangedEventHandler Changed { add { preprocessingData.Changed += value; } remove { preprocessingData.Changed -= value; } } public string GetVariableNameByIndex(int index) { return preprocessingData.GetVariableName(index); } public List CreateAllDataRows(DataRowVisualProperties.DataRowChartType chartType) { List dataRows = new List(); foreach (var name in GetVariableNames()) dataRows.Add(CreateDataRow(name, chartType)); return dataRows; } } }