static bool ValidateDataset(IDataset ds) {
int i0 = ds.Rows - pcaSamples;
if ((i0 > 0) && ds.BodyList.Skip(i0).All(b => b.IsDummy)) {
for (int i = i0; i < ds.BodyList.Count; i++)
ds.BodyList[i].Disabled = false;
return true;
} else {
var ret = MsgBox.YesNoTimed("Current dataset is invalid for dual metric. Do you want to adjust the dataset for dual metric?", "Dual Metric", 5);
if (ret == DialogResult.Yes) {
i0 = ds.Rows;
var rg = new Random();
for (int i = 0; i < pcaSamples; i++) {
IBody b = ds.AddRow("." + i, null, (short)51, null);
b.IsDummy = true;
b.X = rg.Next((int)ds.CurrentMap.Width);
b.Y = rg.Next((int)ds.CurrentMap.Height);
if ((i == 0) || (i == (pcaSamples - 1)))
b.Highlighted = true;
if (i == 0)
b.ShowId = true;
}
ds.CurrentMap.GlyphType = DualAffinity.GlyphSets;
ds.CurrentMap.RedrawAll();
SingleCellPlugin.App.ScriptApp.Folder.DataChanged = true;
Root.Data.Map.Metric = null;
return true;
} else {
return false;
}
}
}
static bool ValidateDataset(IDataset ds)
{
int i0 = ds.Rows - ds.Columns;
var csList = ds.ColumnSpecList;
if ((ds.Rows > ds.Columns) && Enumerable.Range(0, ds.Columns).All(i => ds.BodyList[i0 + i].Id == csList[i].Id))
{
return(true);
}
else
{
var ret = MsgBox.YesNoTimed("Current dataset is invalid for dual metric. Do you want to adjust the dataset for dual metric?", "Dual Metric", 5);
if (ret == DialogResult.Yes)
{
var rg = new Random();
for (int col = 0; col < ds.Columns; col++)
{
var cs = ds.ColumnSpecList[col];
var b = ds.AddRow(cs.Id, cs.Name, (short)16, null);
b.X = rg.Next((int)ds.CurrentMap.Width);
b.Y = rg.Next((int)ds.CurrentMap.Height);
b.IsDummy = true;
}
ds.CurrentMap.GlyphType = GlyphSets;
ds.CurrentMap.RedrawAll();
SingleCellPlugin.App.ScriptApp.Folder.DataChanged = true;
return(true);
}
else
{
return(false);
}
}
}
