public void ProcessData(IMatrixData mdata, Parameters param, ref IMatrixData[] supplTables,
ref IDocumentData[] documents, ProcessInfo processInfo)
{
int nameCol = param.GetParam <int>("New column names").Value;
List <string> colNames;
if (nameCol >= 0)
{
HashSet <string> taken = new HashSet <string>();
colNames = new List <string>();
foreach (string n in mdata.StringColumns[nameCol])
{
string n1 = StringUtils.GetNextAvailableName(n, taken);
taken.Add(n1);
colNames.Add(n1);
}
}
else
{
colNames = new List <string>();
for (int i = 0; i < mdata.RowCount; i++)
{
colNames.Add("Column" + (i + 1));
}
}
List <string> rowNames = mdata.ColumnNames;
mdata.Values = mdata.Values.Transpose();
if (mdata.IsImputed != null)
{
mdata.IsImputed = mdata.IsImputed.Transpose();
}
if (mdata.Quality != null)
{
mdata.Quality = mdata.Quality.Transpose();
}
List <string> stringColumnNames = mdata.StringColumnNames;
List <string> categoryColumnNames = mdata.CategoryColumnNames;
List <string> numericColumnNames = mdata.NumericColumnNames;
List <string> multiNumericColumnNames = mdata.MultiNumericColumnNames;
List <string> stringColumnDescriptions = mdata.StringColumnDescriptions;
List <string> categoryColumnDescriptions = mdata.CategoryColumnDescriptions;
List <string> numericColumnDescriptions = mdata.NumericColumnDescriptions;
List <string> multiNumericColumnDescriptions = mdata.MultiNumericColumnDescriptions;
List <string[]> stringColumns = mdata.StringColumns;
List <string[][]> categoryColumns = GetCategoryColumns(mdata);
List <double[]> numericColumns = mdata.NumericColumns;
List <double[][]> multiNumericColumns = mdata.MultiNumericColumns;
mdata.SetAnnotationColumns(new List <string>(new[] { "Name" }), new List <string>(new[] { "Name" }),
new List <string[]>(new[] { rowNames.ToArray() }), mdata.CategoryRowNames, mdata.CategoryRowDescriptions,
GetCategoryRows(mdata), mdata.NumericRowNames, mdata.NumericRowDescriptions, mdata.NumericRows, new List <string>(),
new List <string>(), new List <double[][]>());
mdata.ColumnNames = colNames;
mdata.SetAnnotationRows(stringColumnNames, stringColumnDescriptions, stringColumns, categoryColumnNames,
categoryColumnDescriptions, categoryColumns, numericColumnNames, numericColumnDescriptions, numericColumns,
multiNumericColumnNames, multiNumericColumnDescriptions, multiNumericColumns);
}
public void ProcessData(IMatrixData mdata, Parameters param, ref IMatrixData[] supplTables,
ref IDocumentData[] documents, ProcessInfo processInfo)
{
int nameCol = param.GetParam<int>("New column names").Value;
List<string> colNames;
if (nameCol >= 0){
HashSet<string> taken = new HashSet<string>();
colNames = new List<string>();
foreach (string n in mdata.StringColumns[nameCol]){
string n1 = StringUtils.GetNextAvailableName(n, taken);
taken.Add(n1);
colNames.Add(n1);
}
} else{
colNames = new List<string>();
for (int i = 0; i < mdata.RowCount; i++){
colNames.Add("Column" + (i + 1));
}
}
List<string> rowNames = mdata.ColumnNames;
mdata.Values = mdata.Values.Transpose();
if (mdata.IsImputed != null){
mdata.IsImputed = mdata.IsImputed.Transpose();
}
if (mdata.Quality != null){
mdata.Quality = mdata.Quality.Transpose();
}
List<string> stringColumnNames = mdata.StringColumnNames;
List<string> categoryColumnNames = mdata.CategoryColumnNames;
List<string> numericColumnNames = mdata.NumericColumnNames;
List<string> multiNumericColumnNames = mdata.MultiNumericColumnNames;
List<string> stringColumnDescriptions = mdata.StringColumnDescriptions;
List<string> categoryColumnDescriptions = mdata.CategoryColumnDescriptions;
List<string> numericColumnDescriptions = mdata.NumericColumnDescriptions;
List<string> multiNumericColumnDescriptions = mdata.MultiNumericColumnDescriptions;
List<string[]> stringColumns = mdata.StringColumns;
List<string[][]> categoryColumns = GetCategoryColumns(mdata);
List<double[]> numericColumns = mdata.NumericColumns;
List<double[][]> multiNumericColumns = mdata.MultiNumericColumns;
mdata.SetAnnotationColumns(new List<string>(new[]{"Name"}), new List<string>(new[]{"Name"}),
new List<string[]>(new[]{rowNames.ToArray()}), mdata.CategoryRowNames, mdata.CategoryRowDescriptions,
GetCategoryRows(mdata), mdata.NumericRowNames, mdata.NumericRowDescriptions, mdata.NumericRows, new List<string>(),
new List<string>(), new List<double[][]>());
mdata.ColumnNames = colNames;
mdata.SetAnnotationRows(stringColumnNames, stringColumnDescriptions, stringColumns, categoryColumnNames,
categoryColumnDescriptions, categoryColumns, numericColumnNames, numericColumnDescriptions, numericColumns,
multiNumericColumnNames, multiNumericColumnDescriptions, multiNumericColumns);
}
