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High-performance Java Dataframe with integrated columnar storage (fork of tablesaw)
package org.datavec.dataframe.table;
import org.datavec.dataframe.api.Table;
import org.datavec.dataframe.api.BooleanColumn;
import org.datavec.dataframe.api.CategoryColumn;
import org.datavec.dataframe.columns.Column;
import org.datavec.dataframe.api.FloatColumn;
import org.datavec.dataframe.api.IntColumn;
import org.datavec.dataframe.api.DateColumn;
import org.datavec.dataframe.api.DateTimeColumn;
import org.datavec.dataframe.api.TimeColumn;
import org.datavec.dataframe.api.LongColumn;
import org.datavec.dataframe.api.ColumnType;
import org.datavec.dataframe.api.ShortColumn;
import java.util.List;
/**
* A specialization of the standard Relation used for tables formed by grouping operations on a Relation
*/
public class SubTable extends Table {
/**
* The values that will be summarized on
*/
private List values;
/**
* Returns a new SubTable from the given table that will include summaries for the given values
*
* @param original The table from which this one was derived
*/
SubTable(Table original) {
super(original.name(),
original.emptyCopy().columns().toArray(new Column[original.columnCount()]));
}
public List getValues() {
return values;
}
public void setValues(List values) {
this.values = values;
}
/**
* Adds a single row to this table from sourceTable, copying every column in sourceTable
*/
void addRow(int rowIndex, Table sourceTable) {
for (int i = 0; i < columnCount(); i++) {
Column column = column(i);
ColumnType type = column.type();
switch (type) {
case FLOAT:
FloatColumn floatColumn = (FloatColumn) column;
floatColumn.add(sourceTable.floatColumn(i).get(rowIndex));
break;
case INTEGER:
IntColumn intColumn = (IntColumn) column;
intColumn.add(sourceTable.intColumn(i).get(rowIndex));
break;
case SHORT_INT:
ShortColumn shortColumn = (ShortColumn) column;
shortColumn.add(sourceTable.shortColumn(i).get(rowIndex));
break;
case LONG_INT:
LongColumn longColumn = (LongColumn) column;
longColumn.add(sourceTable.longColumn(i).get(rowIndex));
break;
case BOOLEAN:
BooleanColumn booleanColumn = (BooleanColumn) column;
booleanColumn.add(sourceTable.booleanColumn(i).get(rowIndex));
break;
case LOCAL_DATE:
DateColumn localDateColumn = (DateColumn) column;
localDateColumn.add(sourceTable.dateColumn(i).getInt(rowIndex));
break;
case LOCAL_TIME:
TimeColumn timeColumn = (TimeColumn) column;
timeColumn.add(sourceTable.timeColumn(i).getInt(rowIndex));
break;
case LOCAL_DATE_TIME:
DateTimeColumn localDateTimeColumn = (DateTimeColumn) column;
localDateTimeColumn.add(sourceTable.dateTimeColumn(i).getLong(rowIndex));
break;
case CATEGORY:
CategoryColumn categoryColumn = (CategoryColumn) column;
categoryColumn.add(sourceTable.categoryColumn(i).get(rowIndex));
break;
default:
throw new RuntimeException("Unhandled column type updating columns");
}
}
}
}