org.datavec.api.transform.ops.AggregableMultiOp Maven / Gradle / Ivy
/*******************************************************************************
* Copyright (c) 2015-2018 Skymind, Inc.
*
* This program and the accompanying materials are made available under the
* terms of the Apache License, Version 2.0 which is available at
* https://www.apache.org/licenses/LICENSE-2.0.
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
* WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
* License for the specific language governing permissions and limitations
* under the License.
*
* SPDX-License-Identifier: Apache-2.0
******************************************************************************/
package org.datavec.api.transform.ops;
import lombok.AllArgsConstructor;
import lombok.Data;
import lombok.Getter;
import lombok.NonNull;
import org.datavec.api.writable.Writable;
import java.util.ArrayList;
import java.util.List;
/**
* This class transforms a list of {@link IAggregableReduceOp} on one single field, each returning a {@link Writable}
* and transforms it into an operation on that single column, that returns a {@link Writable} list.
*
* It is used to execute many reduction operations in parallel on the same column, datavec#238
*
* Created by huitseeker on 5/8/17.
*/
@AllArgsConstructor
@Data
public class AggregableMultiOp implements IAggregableReduceOp> {
@Getter
@NonNull
private List> operations;
public void accept(T t) {
for (int i = 0; i < operations.size(); i++) {
operations.get(i).accept(t);
}
}
public >> void combine(U accu) {
if (accu instanceof AggregableMultiOp) {
AggregableMultiOp accumulator = (AggregableMultiOp) accu;
List> otherAccumulators = accumulator.getOperations();
if (operations.size() != otherAccumulators.size())
throw new IllegalArgumentException("Tried to combine() incompatible " + this.getClass().getName()
+ " operators: received " + otherAccumulators.size() + " operations, expected "
+ operations.size());
for (int i = 0; i < operations.size(); i++) {
operations.get(i).combine(otherAccumulators.get(i));
}
} else
throw new UnsupportedOperationException("Tried to combine() incompatible " + accu.getClass().getName()
+ " operator where " + this.getClass().getName() + " expected");
}
public List get() {
List res = new ArrayList<>(operations.size());
for (int i = 0; i < operations.size(); i++) {
res.add(operations.get(i).get());
}
return res;
}
}
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