#region License Information
/* HeuristicLab
* Copyright (C) 2002-2015 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.Windows.Forms;
using HeuristicLab.Core.Views;
using HeuristicLab.MainForm;
namespace HeuristicLab.DataPreprocessing.Views {
[View("Statistics View")]
[Content(typeof(StatisticsContent), true)]
public partial class StatisticsView : ItemView {
private List> columnsRowsMatrix;
private readonly int COLUMNS = 12;
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 = "";
dataGridView.Columns.Clear();
} else {
UpdateData();
}
}
///
/// Adds eventhandlers to the current instance.
///
protected override void RegisterContentEvents() {
Content.Changed += Content_Changed;
}
///
/// Removes the eventhandlers from the current instance.
///
protected override void DeregisterContentEvents() {
Content.Changed -= Content_Changed;
}
private void UpdateData() {
var logic = Content.StatisticsLogic;
var rowCount = logic.GetRowCount();
txtRows.Text = rowCount.ToString();
txtColumns.Text = logic.GetColumnCount().ToString();
txtNumericColumns.Text = logic.GetNumericColumnCount().ToString();
txtNominalColumns.Text = logic.GetNominalColumnCount().ToString();
txtMissingValuesTotal.Text = logic.GetMissingValueCount().ToString();
columnsRowsMatrix = new List>();
DataGridViewColumn[] columns = new DataGridViewColumn[COLUMNS];
for (int i = 0; i < COLUMNS; ++i) {
var column = new DataGridViewTextBoxColumn();
column.SortMode = DataGridViewColumnSortMode.Automatic;
column.FillWeight = 1;
columns[i] = column;
}
columns[0].HeaderCell.Value = "Type";
columns[1].HeaderCell.Value = "Missing Values";
columns[2].HeaderCell.Value = "Min";
columns[3].HeaderCell.Value = "Max";
columns[4].HeaderCell.Value = "Median";
columns[5].HeaderCell.Value = "Average";
columns[6].HeaderCell.Value = "std. Deviation";
columns[7].HeaderCell.Value = "Variance";
columns[8].HeaderCell.Value = "25th Percentile";
columns[9].HeaderCell.Value = "75th Percentile";
columns[10].HeaderCell.Value = "Most Common Value";
columns[11].HeaderCell.Value = "Num. diff. Values";
if (rowCount > 0) {
for (int i = 0; i < logic.GetColumnCount(); ++i) {
columnsRowsMatrix.Add(GetList(i));
}
}
dataGridView.Columns.Clear();
dataGridView.Columns.AddRange(columns);
dataGridView.RowCount = columnsRowsMatrix.Count;
for (int i = 0; i < columnsRowsMatrix.Count; ++i) {
dataGridView.Rows[i].HeaderCell.Value = logic.GetVariableName(i);
}
dataGridView.AutoResizeColumns(DataGridViewAutoSizeColumnsMode.DisplayedCells);
dataGridView.AutoResizeRowHeadersWidth(DataGridViewRowHeadersWidthSizeMode.AutoSizeToDisplayedHeaders);
dataGridView.AllowUserToResizeColumns = true;
}
private List GetList(int i) {
List list;
var logic = Content.StatisticsLogic;
if (logic.VariableHasType(i)) {
list = GetDoubleColumns(i);
} else if (logic.VariableHasType(i)) {
list = GetStringColumns(i);
} else if (logic.VariableHasType(i)) {
list = GetDateTimeColumns(i);
} else {
list = new List();
for (int j = 0; j < COLUMNS; ++j) {
list.Add("unknown column type");
}
}
return list;
}
private List GetDoubleColumns(int columnIndex) {
var logic = Content.StatisticsLogic;
return new List {
logic.GetColumnTypeAsString(columnIndex),
logic.GetMissingValueCount(columnIndex).ToString(),
logic.GetMin(columnIndex).ToString(),
logic.GetMax(columnIndex).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(columnIndex).ToString(),
logic.GetDifferentValuesCount(columnIndex).ToString()
};
}
private List GetStringColumns(int columnIndex) {
var logic = Content.StatisticsLogic;
return new List {
logic.GetColumnTypeAsString(columnIndex),
logic.GetMissingValueCount(columnIndex).ToString(),
"", //min
"", //max
"", //median
"", //average
"", //standard deviation
"", //variance
"", //quarter percentile
"", //three quarter percentile
logic.GetMostCommonValue(columnIndex) ?? "",
logic.GetDifferentValuesCount(columnIndex).ToString()
};
}
private List GetDateTimeColumns(int columnIndex) {
var logic = Content.StatisticsLogic;
return new List {
logic.GetColumnTypeAsString(columnIndex),
logic.GetMissingValueCount(columnIndex).ToString(),
logic.GetMin(columnIndex).ToString(),
logic.GetMax(columnIndex).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(columnIndex).ToString(),
logic.GetDifferentValuesCount(columnIndex).ToString()
};
}
private void dataGridView_CellValueNeeded(object sender, DataGridViewCellValueEventArgs e) {
if (Content != null && e.RowIndex < columnsRowsMatrix.Count && e.ColumnIndex < columnsRowsMatrix[0].Count) {
e.Value = columnsRowsMatrix[e.RowIndex][e.ColumnIndex];
}
}
private void Content_Changed(object sender, DataPreprocessingChangedEventArgs e) {
switch (e.Type) {
case DataPreprocessingChangedEventType.DeleteColumn:
columnsRowsMatrix.RemoveAt(e.Column);
break;
case DataPreprocessingChangedEventType.AddColumn:
columnsRowsMatrix.Insert(e.Row, GetList(e.Column));
dataGridView.RowCount++;
break;
case DataPreprocessingChangedEventType.ChangeItem:
columnsRowsMatrix[e.Column] = GetList(e.Column);
break;
case DataPreprocessingChangedEventType.DeleteRow:
case DataPreprocessingChangedEventType.AddRow:
default:
for (int i = 0; i < columnsRowsMatrix.Count; ++i) {
columnsRowsMatrix[i] = GetList(e.Column);
}
break;
}
dataGridView.Refresh();
}
}
}