void RemoveConstantColumns(object sender, EventArgs e)
{
IDataset ds = App.ScriptApp.Dataset;
List <string> columnIdList = new List <string>(ds.Columns);
Dictionary <object, bool> vTable = new Dictionary <object, bool>();
IList <IColumnSpec> csList = ds.ColumnSpecList; // notice that ds.ColumnSpecList constructs the list on-fly.
for (int col = 0; col < ds.Columns; col++)
{
vTable.Clear();
for (int row = 0; row < ds.Rows; row++)
{
object v = ds.GetValueAt(row, col);
if (!vTable.ContainsKey(v))
{
vTable.Add(v, true);
}
if (vTable.Count > 1)
{
break;
}
}
if (vTable.Count == 1)
{
columnIdList.Add(csList[col].Id);
}
}
int removed = 0;
removed = ds.RemoveColumns(columnIdList);
if (removed > 0)
{
ds.CommitChanges();
MessageBox.Show("Removed " + removed + " columns!\nNew table dimension: "
+ ds.Rows + " rows; " + ds.Columns + " columns.");
}
else
{
MessageBox.Show("No column have been removed");
}
}
void RemoveCorruptRows(object sender, EventArgs e)
{
IDataset ds = App.ScriptApp.Dataset;
List <string> rowIdList = new List <string>();
IList <IColumnSpec> csList = ds.ColumnSpecList; // notice that ds.ColumnSpecList constructs the list on-fly.
var bodyList = ds.BodyList;
for (int row = 0; row < ds.Rows; row++)
{
for (int col = 0; col < ds.Columns; col++)
{
if (csList[col].IsEnumerate)
{
continue;
}
double v = (double)ds.GetValueAt(row, col);
if (double.IsNaN(v) || double.IsInfinity(v) || Math.Abs(v) > LargeValue)
{
rowIdList.Add(bodyList[row].Id);
break;
}
}
}
if (rowIdList.Count > 0)
{
var ret = MessageBox.Show("Found " + rowIdList.Count + " rows with corrupt values!\nRemove them?",
"Remove corrupt data", MessageBoxButtons.YesNo);
if (ret == DialogResult.No)
{
return;
}
int removed = ds.RemoveRows(rowIdList);
ds.CommitChanges();
MessageBox.Show("Removed " + removed + " rows!\nNew table dimension: "
+ ds.Rows + " rows; " + ds.Columns + " columns.");
}
else
{
MessageBox.Show("No corrupt rows have been found.");
}
}
public static void Synchronize3D()
{
IDataset ds = App.ScriptApp.Dataset;
if ((ds.Columns != 3) && (ds.Columns != 2))
{
MessageBox.Show("The dataset must have 2 or 3 numerical columns!");
return;
}
IList <IBody> bodies = ds.BodyList;
for (int i = 0; i < bodies.Count; i++)
{
IBody b = bodies[i];
ds.SetDataAt(i, 0, b.X.ToString("g4"));
ds.SetDataAt(i, 1, b.Y.ToString("g4"));
if (ds.Columns == 3)
{
ds.SetDataAt(i, 2, b.Z.ToString("g4"));
}
}
ds.CommitChanges();
}
void RemoveAllZeros(object sender, EventArgs e)
{
IDataset ds = App.ScriptApp.Dataset;
List <string> zRows = new List <string>();
List <string> zColumns = new List <string>();
var csList = ds.ColumnSpecList;
var rsList = ds.BodyList;
for (int row = 0; row < ds.Rows; row++)
{
bool allZero = true;
for (int col = 0; col < ds.Columns; col++)
{
if (!csList[col].IsNumber)
{
allZero = false;
break;
}
else
{
double v = (double)ds.GetValueAt(row, col);
if (v != 0)
{
allZero = false;
break;
}
}
}
if (allZero)
{
zRows.Add(rsList[row].Id);
}
}
for (int col = 0; col < ds.Columns; col++)
{
if (!csList[col].IsNumber)
{
continue;
}
bool allZero = true;
for (int row = 0; row < ds.Rows; row++)
{
double v = (double)ds.GetValueAt(row, col);
if (v != 0)
{
allZero = false;
break;
}
}
if (allZero)
{
zColumns.Add(csList[col].Id);
}
}
if ((zRows.Count > 0) || (zColumns.Count > 0))
{
var ret = MessageBox.Show("Found " + zRows.Count + " rows and " + zColumns.Count + " columns.\n"
+ "Remove all of them?", "Remove All-Zeros Rows and Columns", MessageBoxButtons.YesNo);
if (ret == DialogResult.Yes)
{
ds.RemoveRows(zRows);
ds.RemoveColumns(zColumns);
ds.CommitChanges();
}
}
else
{
MessageBox.Show("No all-zero rows or columns have been found!");
}
}
