[10157] | 1 | #region License Information
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| 2 | /* HeuristicLab
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[11594] | 3 | * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
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[10157] | 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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[10367] | 22 | using System;
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[10157] | 23 | using System.Collections.Generic;
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| 24 | using HeuristicLab.Core;
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[10220] | 25 | using HeuristicLab.Data;
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[10163] | 26 | using HeuristicLab.Problems.DataAnalysis;
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[10157] | 27 |
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[10182] | 28 | namespace HeuristicLab.DataPreprocessing {
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[10157] | 29 |
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| 30 | public interface IPreprocessingData : INamedItem {
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[10367] | 31 | T GetCell<T>(int columnIndex, int rowIndex);
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[10157] | 32 |
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[10367] | 33 | void SetCell<T>(int columnIndex, int rowIndex, T value);
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| 34 |
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| 35 | string GetCellAsString(int columnIndex, int rowIndex);
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| 36 |
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| 37 | [Obsolete("use the index based variant, is faster")]
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[10811] | 38 | IList<T> GetValues<T>(string variableName, bool considerSelection = false);
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| 39 | IList<T> GetValues<T>(int columnIndex, bool considerSelection = false);
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[10367] | 40 |
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| 41 | void SetValues<T>(int columnIndex, IList<T> values);
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[11002] | 42 | bool SetValue(string value, int columnIndex, int rowIndex);
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[10181] | 43 |
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[10157] | 44 | void InsertRow(int rowIndex);
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| 45 | void DeleteRow(int rowIndex);
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[11002] | 46 | void DeleteRowsWithIndices(IEnumerable<int> rows);
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[10194] | 47 | void InsertColumn<T>(string variableName, int columnIndex);
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[10367] | 48 |
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| 49 | void DeleteColumn(int columnIndex);
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[10157] | 50 |
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[11002] | 51 | bool AreAllStringColumns(IEnumerable<int> columnIndices);
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| 52 | bool Validate(string value, out string errorMessage, int columnIndex);
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[11068] | 53 |
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| 54 | IntRange TrainingPartition { get; }
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[10221] | 55 | IntRange TestPartition { get; }
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| 56 |
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[10695] | 57 | IList<ITransformation> Transformations { get; }
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| 58 |
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[10243] | 59 | IEnumerable<string> VariableNames { get; }
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[10992] | 60 | IEnumerable<string> GetDoubleVariableNames();
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[10243] | 61 | string GetVariableName(int columnIndex);
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[10367] | 62 | int GetColumnIndex(string variableName);
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| 63 |
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[11156] | 64 | bool VariableHasType<T>(int columnIndex);
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[10159] | 65 |
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| 66 | int Columns { get; }
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| 67 | int Rows { get; }
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[10163] | 68 |
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[10220] | 69 | Dataset ExportToDataset();
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[10804] | 70 |
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[10978] | 71 | IDictionary<int, IList<int>> Selection { get; set; }
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[10804] | 72 | void ClearSelection();
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| 73 |
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| 74 | event EventHandler SelectionChanged;
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[10157] | 75 | }
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| 76 | }
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