org.datavec.api.transform.ops.DispatchOp Maven / Gradle / Ivy

Go to download
Show more of this group Show more artifacts with this name
Show all versions of datavec-api Show documentation
There is a newer version: 1.0.0-M2.1
/*******************************************************************************
 * 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.Getter;
import lombok.NonNull;

import java.util.ArrayList;
import java.util.List;

/**
 * This class takes many {@link IAggregableReduceOp}, each acting on one field, and each returning several
 * {@link Writable} elements, in the form of a list of {@link Writable}. It produces a reduce operation that
 * distributes a list of {@link Writable} elements to these operations, one per operation.
 *
 *
 * Created by huitseeker on 5/14/17.
 */
@AllArgsConstructor
public class DispatchOp implements IAggregableReduceOp, List> {


    @Getter
    @NonNull
    private List>> operations;

    @Override
    public , List>> void combine(W accu) {
        if (accu instanceof DispatchOp) {
            List>> otherOps = ((DispatchOp) accu).getOperations();
            if (operations.size() != otherOps.size())
                throw new IllegalArgumentException(
                                "Tried to combine() incompatible " + this.getClass().getName() + " operators: received "
                                                + otherOps.size() + " operations, expected " + operations.size());
            for (int i = 0; i < Math.min(operations.size(), otherOps.size()); i++) {
                operations.get(i).combine(otherOps.get(i));
            }
        } else
            throw new UnsupportedOperationException("Tried to combine() incompatible " + accu.getClass().getName()
                            + " operator where " + this.getClass().getName() + " expected");
    }

    @Override
    public void accept(List ts) {
        for (int i = 0; i < Math.min(operations.size(), ts.size()); i++) {
            operations.get(i).accept(ts.get(i));
        }
    }

    @Override
    public List get() {
        List res = new ArrayList<>();
        for (int i = 0; i < operations.size(); i++) {
            res.addAll(operations.get(i).get());
        }
        return res;
    }
}