org.datavec.api.transform.ops.DispatchWithConditionOp Maven / Gradle / Ivy
package org.datavec.api.transform.ops;
import lombok.Getter;
import lombok.NonNull;
import org.datavec.api.transform.condition.Condition;
import org.datavec.api.writable.Writable;
import java.util.List;
import static com.google.common.base.Preconditions.checkArgument;
import static com.google.common.base.Preconditions.checkNotNull;
/**
* A variant of {@link DispatchOp} that for each operation, tests the input list of {@Writable} elements for a {@link Condition},
* before dispatching the appropriate column of this element to its operation.
*
* Operations are, as with {@link DispatchOp} bound one-to-one to a column.
* However, the operation's {@link Condition} are per-record (a {@link Writable} list).
*
* Created by huitseeker on 5/14/17.
*/
public class DispatchWithConditionOp extends DispatchOp
implements IAggregableReduceOp, List> {
@Getter
@NonNull
private List conditions;
public DispatchWithConditionOp(List>> ops, List conds) {
super(ops);
checkNotNull(conds, "Empty condtions for a DispatchWitConditionsOp, use DispatchOp instead");
checkArgument(ops.size() == conds.size(), "Found conditions size " + conds.size() + " expected " + ops.size());
conditions = conds;
}
@Override
public void accept(List ts) {
for (int i = 0; i < Math.min(super.getOperations().size(), ts.size()); i++) {
Condition cond = conditions.get(i);
if (cond.condition(ts))
super.getOperations().get(i).accept(ts.get(i));
}
}
}
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