source: branches/DataPreprocessing Enhancements/HeuristicLab.DataPreprocessing.Views/3.4/StatisticsView.cs @ 14792

#region License Information
/* HeuristicLab
 * Copyright (C) 2002-2016 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 <http://www.gnu.org/licenses/>.
 */
#endregion

using System;
using System.Collections.Generic;
using System.Windows.Forms;
using HeuristicLab.Core.Views;
using HeuristicLab.Data;
using HeuristicLab.MainForm;

namespace HeuristicLab.DataPreprocessing.Views {

  [View("Statistics View")]
  [Content(typeof(StatisticsContent), true)]
  public partial class StatisticsView : ItemView {

    private StringMatrix statisticsMatrix;

    private static readonly string[] RowNames = new[] {
      "Type",
      "Missing Values",
      "Min",
      "Max",
      "Median",
      "Average",
      "std. Deviation",
      "Variance",
      "25th Percentile",
      "75th Percentile",
      "Most Common Value",
      "Num. diff. Values"
    };

    public new StatisticsContent Content {
      get { return (StatisticsContent)base.Content; }
      set { base.Content = value; }
    }

    public StatisticsView() {
      InitializeComponent();
    }

    protected override void OnContentChanged() {
      base.OnContentChanged();
      if (Content == null) {
        txtRows.Text = "";
        txtColumns.Text = "";
        txtNumericColumns.Text = "";
        txtNominalColumns.Text = "";
        txtMissingValuesTotal.Text = "";
        stringMatrixView.Content = null;
        statisticsMatrix = null;
      } else {
        UpdateData();
      }
    }

    protected override void RegisterContentEvents() {
      base.RegisterContentEvents();
      Content.Changed += Content_Changed;
    }

    protected override void DeregisterContentEvents() {
      Content.Changed -= Content_Changed;
      base.DeregisterContentEvents();
    }

    private void UpdateData() {
      var logic = Content.StatisticsLogic;
      var rowCount = logic.GetRowCount();
      txtRows.Text = logic.GetColumnCount().ToString();
      txtColumns.Text = rowCount.ToString();
      txtNumericColumns.Text = logic.GetNumericColumnCount().ToString();
      txtNominalColumns.Text = logic.GetNominalColumnCount().ToString();
      txtMissingValuesTotal.Text = logic.GetMissingValueCount().ToString();

      statisticsMatrix = new StringMatrix(RowNames.Length, Content.PreprocessingData.Columns) {
        RowNames = StatisticsView.RowNames,
        ColumnNames = Content.PreprocessingData.VariableNames
      };

      if (rowCount > 0) {
        for (int i = 0; i < logic.GetColumnCount(); ++i) {
          var data = GetList(i);
          for (int j = 0; j < data.Count; j++) {
            statisticsMatrix[j, i] = data[j];
          }
        }
      }
      stringMatrixView.Content = statisticsMatrix;

      foreach (DataGridViewColumn column in stringMatrixView.DataGridView.Columns) {
        var variable = column.HeaderText;
        bool isInputTarget = Content.PreprocessingData.InputVariables.Contains(variable)
                             || Content.PreprocessingData.TargetVariable == variable;
        column.Visible = isInputTarget;
      }
      stringMatrixView.DataGridView.AutoResizeColumns();

      //foreach (DataGridViewRow row in stringMatrixView.DataGridView.Rows) {
      //  var variable = (string)row.HeaderCell.Value;
      //  bool isInputTarget = Content.PreprocessingData.InputVariables.Contains(variable)
      //                       || Content.PreprocessingData.TargetVariable == variable;
      //  row.Visible = isInputTarget;
      //}
    }

    private List<string> GetList(int i) {
      List<string> list;
      var logic = Content.StatisticsLogic;
      if (logic.VariableHasType<double>(i)) {
        list = GetDoubleColumns(i);
      } else if (logic.VariableHasType<string>(i)) {
        list = GetStringColumns(i);
      } else if (logic.VariableHasType<DateTime>(i)) {
        list = GetDateTimeColumns(i);
      } else {
        list = new List<string>();
        for (int j = 0; j < RowNames.Length; ++j) {
          list.Add("unknown column type");
        }
      }
      return list;
    }

    private List<string> GetDoubleColumns(int columnIndex) {
      var logic = Content.StatisticsLogic;
      return new List<string> {
        logic.GetColumnTypeAsString(columnIndex),
        logic.GetMissingValueCount(columnIndex).ToString(),
        logic.GetMin<double>(columnIndex,double.NaN).ToString(),
        logic.GetMax<double>(columnIndex,double.NaN).ToString(),
        logic.GetMedian(columnIndex).ToString(),
        logic.GetAverage(columnIndex).ToString(),
        logic.GetStandardDeviation(columnIndex).ToString(),
        logic.GetVariance(columnIndex).ToString(),
        logic.GetOneQuarterPercentile(columnIndex).ToString(),
        logic.GetThreeQuarterPercentile(columnIndex).ToString(),
        logic.GetMostCommonValue<double>(columnIndex,double.NaN).ToString(),
        logic.GetDifferentValuesCount<double>(columnIndex).ToString()
      };
    }

    private List<string> GetStringColumns(int columnIndex) {
      var logic = Content.StatisticsLogic;
      return new List<string> {
        logic.GetColumnTypeAsString(columnIndex),
        logic.GetMissingValueCount(columnIndex).ToString(),
        "", //min
        "", //max
        "", //median
        "", //average
        "", //standard deviation
        "", //variance
        "", //quarter percentile
        "", //three quarter percentile
        logic.GetMostCommonValue<string>(columnIndex,string.Empty) ?? "",
        logic.GetDifferentValuesCount<string>(columnIndex).ToString()
      };
    }

    private List<string> GetDateTimeColumns(int columnIndex) {
      var logic = Content.StatisticsLogic;
      return new List<string> {
        logic.GetColumnTypeAsString(columnIndex),
        logic.GetMissingValueCount(columnIndex).ToString(),
        logic.GetMin<DateTime>(columnIndex,DateTime.MinValue).ToString(),
        logic.GetMax<DateTime>(columnIndex,DateTime.MinValue).ToString(),
        logic.GetMedianDateTime(columnIndex).ToString(),
        logic.GetAverageDateTime(columnIndex).ToString(),
        logic.GetStandardDeviation(columnIndex).ToString(),
        logic.GetVariance(columnIndex).ToString(), //variance
        logic.GetOneQuarterPercentile(columnIndex).ToString(),
        logic.GetThreeQuarterPercentile(columnIndex).ToString(),
        logic.GetMostCommonValue<DateTime>(columnIndex,DateTime.MinValue).ToString(),
        logic.GetDifferentValuesCount<DateTime>(columnIndex).ToString()
      };
    }

    private void Content_Changed(object sender, DataPreprocessingChangedEventArgs e) {
      UpdateData();
    }

    private void checkInputsTargetButton_Click(object sender, EventArgs e) {
      foreach (DataGridViewColumn column in stringMatrixView.DataGridView.Columns) {
        var variable = column.HeaderText;
        bool isInputTarget = Content.PreprocessingData.InputVariables.Contains(variable)
                             || Content.PreprocessingData.TargetVariable == variable;
        column.Visible = isInputTarget;
      }
    }

    private void checkAllButton_Click(object sender, EventArgs e) {
      foreach (DataGridViewColumn column in stringMatrixView.DataGridView.Columns) {
        column.Visible = true;
      }
    }

    private void uncheckAllButton_Click(object sender, EventArgs e) {
      foreach (DataGridViewColumn column in stringMatrixView.DataGridView.Columns) {
        column.Visible = false;
      }
    }
  }
}