/**
* @param auop
* @param mb
* @return
* @throws DMLRuntimeException
*/
private static double replaceUnaryAggregate(AggUnaryOp auop, MatrixBlock mb)
throws DMLRuntimeException {
// setup stats reporting if necessary
boolean REPORT_STATS = (DMLScript.STATISTICS && REPORT_LITERAL_REPLACE_OPS_STATS);
long t0 = REPORT_STATS ? System.nanoTime() : 0;
// compute required unary aggregate
double val = Double.MAX_VALUE;
switch (auop.getOp()) {
case SUM:
val = mb.sum();
break;
case SUM_SQ:
val = mb.sumSq();
break;
case MIN:
val = mb.min();
break;
case MAX:
val = mb.max();
break;
default:
throw new DMLRuntimeException("Unsupported unary aggregate replacement: " + auop.getOp());
}
// report statistics if necessary
if (REPORT_STATS) {
long t1 = System.nanoTime();
Statistics.maintainCPHeavyHitters("rlit", t1 - t0);
}
return val;
}
@Override
public boolean compare(Hop that) {
if (!(that instanceof AggUnaryOp)) return false;
AggUnaryOp that2 = (AggUnaryOp) that;
return (_op == that2._op
&& _direction == that2._direction
&& _maxNumThreads == that2._maxNumThreads
&& getInput().get(0) == that2.getInput().get(0));
}
/**
* @param auop
* @return
*/
private static boolean isReplaceableUnaryAggregate(AggUnaryOp auop) {
boolean cdir = (auop.getDirection() == Direction.RowCol);
boolean cop =
(auop.getOp() == AggOp.SUM
|| auop.getOp() == AggOp.SUM_SQ
|| auop.getOp() == AggOp.MIN
|| auop.getOp() == AggOp.MAX);
return cdir && cop;
}
@Override
public Object clone() throws CloneNotSupportedException {
AggUnaryOp ret = new AggUnaryOp();
// copy generic attributes
ret.clone(this, false);
// copy specific attributes
ret._op = _op;
ret._direction = _direction;
ret._maxNumThreads = _maxNumThreads;
return ret;
}
