[7849] | 1 | #region License Information
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| 2 | /* HeuristicLab
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[17180] | 3 | * Copyright (C) Heuristic and Evolutionary Algorithms Laboratory (HEAL)
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[7849] | 4 | *
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| 5 | * This file is part of HeuristicLab.
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| 6 | *
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| 7 | * HeuristicLab is free software: you can redistribute it and/or modify
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| 8 | * it under the terms of the GNU General Public License as published by
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| 9 | * the Free Software Foundation, either version 3 of the License, or
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| 10 | * (at your option) any later version.
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| 11 | *
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| 12 | * HeuristicLab is distributed in the hope that it will be useful,
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| 13 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
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| 14 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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| 15 | * GNU General Public License for more details.
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| 16 | *
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| 17 | * You should have received a copy of the GNU General Public License
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| 18 | * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
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| 19 | */
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| 20 | #endregion
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| 21 |
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| 22 | using System;
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| 23 | using System.Globalization;
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| 24 | using System.IO;
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[11650] | 25 | using System.IO.Compression;
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[7849] | 26 | using System.Linq;
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| 27 | using System.Reflection;
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| 28 | using System.Text.RegularExpressions;
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| 29 | using HeuristicLab.Problems.DataAnalysis;
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| 30 |
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| 31 | namespace HeuristicLab.Problems.Instances.DataAnalysis {
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| 32 | public abstract class ResourceClassificationInstanceProvider : ClassificationInstanceProvider {
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| 33 |
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| 34 | protected abstract string FileName { get; }
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| 35 |
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| 36 | public override IClassificationProblemData LoadData(IDataDescriptor id) {
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| 37 | var descriptor = (ResourceClassificationDataDescriptor)id;
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| 38 |
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| 39 | var instanceArchiveName = GetResourceName(FileName + @"\.zip");
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[11650] | 40 | using (var instancesZipFile = new ZipArchive(GetType().Assembly.GetManifestResourceStream(instanceArchiveName), ZipArchiveMode.Read)) {
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[7849] | 41 | var entry = instancesZipFile.GetEntry(descriptor.ResourceName);
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| 42 | NumberFormatInfo numberFormat;
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| 43 | DateTimeFormatInfo dateFormat;
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| 44 | char separator;
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[11650] | 45 | using (Stream stream = entry.Open()) {
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[7849] | 46 | TableFileParser.DetermineFileFormat(stream, out numberFormat, out dateFormat, out separator);
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| 47 | }
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| 48 |
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[7851] | 49 | TableFileParser csvFileParser = new TableFileParser();
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[11650] | 50 | using (Stream stream = entry.Open()) {
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[9610] | 51 | csvFileParser.Parse(stream, numberFormat, dateFormat, separator, true);
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[7849] | 52 | }
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[7851] | 53 |
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| 54 | Dataset dataset = new Dataset(csvFileParser.VariableNames, csvFileParser.Values);
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[9208] | 55 | if (!descriptor.CheckVariableNames(csvFileParser.VariableNames)) {
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| 56 | throw new ArgumentException("Parsed file contains variables which are not in the descriptor.");
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| 57 | }
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[7851] | 58 |
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[9208] | 59 | return descriptor.GenerateClassificationData(dataset);
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[7849] | 60 | }
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| 61 | }
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| 62 |
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| 63 | protected virtual string GetResourceName(string fileName) {
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| 64 | return Assembly.GetExecutingAssembly().GetManifestResourceNames()
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| 65 | .Where(x => Regex.Match(x, @".*\.Data\." + fileName).Success).SingleOrDefault();
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| 66 | }
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| 67 | }
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| 68 | }
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