#region License Information /* HeuristicLab * Copyright (C) 2002-2014 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 System.IO; using System.Linq; using ICSharpCode.SharpZipLib.Zip; namespace HeuristicLab.Problems.Instances.DataAnalysis { public class UCIInstanceProvider : ResourceClassificationInstanceProvider { public override string Name { get { return "UCI Problems"; } } public override string Description { get { return ""; } } public override Uri WebLink { get { return new Uri("http://archive.ics.uci.edu/ml/datasets.html"); } } public override string ReferencePublication { get { return ""; } } protected override string FileName { get { return "UCI"; } } public override IEnumerable GetDataDescriptors() { List descriptorList = new List(); descriptorList.Add(new Iris()); descriptorList.Add(new Mammography()); descriptorList.Add(new Parkinsons()); descriptorList.Add(new Thyroid()); descriptorList.Add(new Vertebral_3C()); descriptorList.Add(new Wine()); descriptorList.Add(new WisconsinDiagnosticBreastCancer()); var solutionsArchiveName = GetResourceName(FileName + @"\.zip"); if (!String.IsNullOrEmpty(solutionsArchiveName)) { using (var solutionsZipFile = new ZipInputStream(GetType().Assembly.GetManifestResourceStream(solutionsArchiveName))) { IList entries = new List(); ZipEntry curEntry; while ((curEntry = solutionsZipFile.GetNextEntry()) != null) { entries.Add(curEntry.Name); } foreach (var entry in entries.OrderBy(x => x)) { string filename = Path.GetFileNameWithoutExtension(entry); UCIDataDescriptor desc = descriptorList.Where(x => x.Filename.Equals(filename)).FirstOrDefault(); if (desc != null) { desc.ResourceName = entry; yield return desc; } else throw new ArgumentNullException("No Descriptor could be found for this entry."); } } } } } }