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    • com.landawn.abacus.util.stream.ParallelIteratorDoubleStream Maven / Gradle / Ivy

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    /*
 * Copyright (C) 2016 HaiYang Li
 *
 * Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except
 * in compliance with the License. You may obtain a copy of the License at
 *
 * http://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.
 */

package com.landawn.abacus.util.stream;

import java.util.ArrayList;
import java.util.Collection;
import java.util.List;
import java.util.Map;
import java.util.Set;
import java.util.concurrent.Callable;
import java.util.concurrent.ExecutionException;

import com.landawn.abacus.util.CompletableFuture;
import com.landawn.abacus.util.DoubleIterator;
import com.landawn.abacus.util.Holder;
import com.landawn.abacus.util.MutableBoolean;
import com.landawn.abacus.util.MutableLong;
import com.landawn.abacus.util.N;
import com.landawn.abacus.util.Nth;
import com.landawn.abacus.util.OptionalDouble;
import com.landawn.abacus.util.Pair;
import com.landawn.abacus.util.Try;
import com.landawn.abacus.util.function.BiConsumer;
import com.landawn.abacus.util.function.BinaryOperator;
import com.landawn.abacus.util.function.Consumer;
import com.landawn.abacus.util.function.DoubleBiFunction;
import com.landawn.abacus.util.function.DoubleBinaryOperator;
import com.landawn.abacus.util.function.DoubleConsumer;
import com.landawn.abacus.util.function.DoubleFunction;
import com.landawn.abacus.util.function.DoublePredicate;
import com.landawn.abacus.util.function.DoubleToFloatFunction;
import com.landawn.abacus.util.function.DoubleToIntFunction;
import com.landawn.abacus.util.function.DoubleToLongFunction;
import com.landawn.abacus.util.function.DoubleTriFunction;
import com.landawn.abacus.util.function.DoubleUnaryOperator;
import com.landawn.abacus.util.function.Function;
import com.landawn.abacus.util.function.ObjDoubleConsumer;
import com.landawn.abacus.util.function.Predicate;
import com.landawn.abacus.util.function.Supplier;
import com.landawn.abacus.util.function.ToDoubleFunction;
import com.landawn.abacus.util.function.ToFloatFunction;
import com.landawn.abacus.util.function.ToIntFunction;
import com.landawn.abacus.util.function.ToLongFunction;

/**
 * This class is a sequential, stateful and immutable stream implementation.
 *
 * @since 0.8
 * 
 * @author Haiyang Li
 */
final class ParallelIteratorDoubleStream extends IteratorDoubleStream {
    private final int maxThreadNum;
    private final Splitor splitor;
    private volatile IteratorDoubleStream sequential;
    private volatile Stream boxed;

    ParallelIteratorDoubleStream(final DoubleIterator values, final boolean sorted, final int maxThreadNum, final Splitor splitor,
            final Collection closeHandlers) {
        super(values, sorted, closeHandlers);

        this.maxThreadNum = checkMaxThreadNum(maxThreadNum);
        this.splitor = splitor == null ? DEFAULT_SPLITOR : splitor;
    }

    ParallelIteratorDoubleStream(final DoubleStream stream, final boolean sorted, final int maxThreadNum, final Splitor splitor,
            final Set closeHandlers) {
        this(stream.iteratorEx(), sorted, maxThreadNum, splitor, mergeCloseHandlers(stream, closeHandlers));
    }

    ParallelIteratorDoubleStream(final Stream stream, final boolean sorted, final int maxThreadNum, final Splitor splitor,
            final Set closeHandlers) {
        this(doubleIterator(stream.iteratorEx()), sorted, maxThreadNum, splitor, mergeCloseHandlers(stream, closeHandlers));
    }

    @Override
    public DoubleStream filter(final DoublePredicate predicate) {
        if (maxThreadNum <= 1) {
            return super.filter(predicate);
        }

        final Stream stream = boxed().filter(new Predicate() {
            @Override
            public boolean test(Double value) {
                return predicate.test(value);
            }
        });

        return new ParallelIteratorDoubleStream(stream, false, maxThreadNum, splitor, closeHandlers);
    }

    @Override
    public DoubleStream takeWhile(final DoublePredicate predicate) {
        if (maxThreadNum <= 1) {
            return super.takeWhile(predicate);
        }

        final Stream stream = boxed().takeWhile(new Predicate() {
            @Override
            public boolean test(Double value) {
                return predicate.test(value);
            }
        });

        return new ParallelIteratorDoubleStream(stream, false, maxThreadNum, splitor, closeHandlers);
    }

    @Override
    public DoubleStream dropWhile(final DoublePredicate predicate) {
        if (maxThreadNum <= 1) {
            return super.dropWhile(predicate);
        }

        final Stream stream = boxed().dropWhile(new Predicate() {
            @Override
            public boolean test(Double value) {
                return predicate.test(value);
            }
        });

        return new ParallelIteratorDoubleStream(stream, false, maxThreadNum, splitor, closeHandlers);
    }

    @Override
    public DoubleStream map(final DoubleUnaryOperator mapper) {
        if (maxThreadNum <= 1) {
            return super.map(mapper);
        }

        final DoubleStream stream = boxed().mapToDouble(new ToDoubleFunction() {
            @Override
            public double applyAsDouble(Double value) {
                return mapper.applyAsDouble(value);
            }
        });

        return new ParallelIteratorDoubleStream(stream, false, maxThreadNum, splitor, closeHandlers);
    }

    @Override
    public IntStream mapToInt(final DoubleToIntFunction mapper) {
        if (maxThreadNum <= 1) {
            return super.mapToInt(mapper);
        }

        final IntStream stream = boxed().mapToInt(new ToIntFunction() {
            @Override
            public int applyAsInt(Double value) {
                return mapper.applyAsInt(value);
            }
        });

        return new ParallelIteratorIntStream(stream, false, maxThreadNum, splitor, closeHandlers);
    }

    @Override
    public LongStream mapToLong(final DoubleToLongFunction mapper) {
        if (maxThreadNum <= 1) {
            return super.mapToLong(mapper);
        }

        final LongStream stream = boxed().mapToLong(new ToLongFunction() {
            @Override
            public long applyAsLong(Double value) {
                return mapper.applyAsLong(value);
            }
        });

        return new ParallelIteratorLongStream(stream, false, maxThreadNum, splitor, closeHandlers);
    }

    @Override
    public FloatStream mapToFloat(final DoubleToFloatFunction mapper) {
        if (maxThreadNum <= 1) {
            return super.mapToFloat(mapper);
        }

        final FloatStream stream = boxed().mapToFloat(new ToFloatFunction() {
            @Override
            public float applyAsFloat(Double value) {
                return mapper.applyAsFloat(value);
            }
        });

        return new ParallelIteratorFloatStream(stream, false, maxThreadNum, splitor, closeHandlers);
    }

    @Override
    public  Stream mapToObj(final DoubleFunction mapper) {
        if (maxThreadNum <= 1) {
            return super.mapToObj(mapper);
        }

        return boxed().map(new Function() {
            @Override
            public U apply(Double value) {
                return mapper.apply(value);
            }
        });
    }

    @Override
    public DoubleStream flatMap(final DoubleFunction mapper) {
        if (maxThreadNum <= 1) {
            return new ParallelIteratorDoubleStream(sequential().flatMap(mapper), false, maxThreadNum, splitor, null);
        }

        final DoubleStream stream = boxed().flatMapToDouble(new Function() {
            @Override
            public DoubleStream apply(Double value) {
                return mapper.apply(value);
            }
        });

        return new ParallelIteratorDoubleStream(stream, false, maxThreadNum, splitor, null);
    }

    @Override
    public IntStream flatMapToInt(final DoubleFunction mapper) {
        if (maxThreadNum <= 1) {
            return new ParallelIteratorIntStream(sequential().flatMapToInt(mapper), false, maxThreadNum, splitor, null);
        }

        final IntStream stream = boxed().flatMapToInt(new Function() {
            @Override
            public IntStream apply(Double value) {
                return mapper.apply(value);
            }
        });

        return new ParallelIteratorIntStream(stream, false, maxThreadNum, splitor, null);
    }

    @Override
    public LongStream flatMapToLong(final DoubleFunction mapper) {
        if (maxThreadNum <= 1) {
            return new ParallelIteratorLongStream(sequential().flatMapToLong(mapper), false, maxThreadNum, splitor, null);
        }

        final LongStream stream = boxed().flatMapToLong(new Function() {
            @Override
            public LongStream apply(Double value) {
                return mapper.apply(value);
            }
        });

        return new ParallelIteratorLongStream(stream, false, maxThreadNum, splitor, null);
    }

    @Override
    public FloatStream flatMapToFloat(final DoubleFunction mapper) {
        if (maxThreadNum <= 1) {
            return new ParallelIteratorFloatStream(sequential().flatMapToFloat(mapper), false, maxThreadNum, splitor, null);
        }

        final FloatStream stream = boxed().flatMapToFloat(new Function() {
            @Override
            public FloatStream apply(Double value) {
                return mapper.apply(value);
            }
        });

        return new ParallelIteratorFloatStream(stream, false, maxThreadNum, splitor, null);
    }

    @Override
    public  Stream flatMapToObj(final DoubleFunction> mapper) {
        if (maxThreadNum <= 1) {
            return new ParallelIteratorStream<>(sequential().flatMapToObj(mapper), false, null, maxThreadNum, splitor, null);
        }

        return boxed().flatMap(new Function>() {
            @Override
            public Stream apply(Double value) {
                return mapper.apply(value);
            }
        });
    }

    @Override
    public DoubleStream peek(final DoubleConsumer action) {
        if (maxThreadNum <= 1) {
            return super.peek(action);
        }

        final DoubleStream stream = boxed().peek(new Consumer() {
            @Override
            public void accept(Double t) {
                action.accept(t);
            }
        }).sequential().mapToDouble(ToDoubleFunction.UNBOX);

        return new ParallelIteratorDoubleStream(stream, false, maxThreadNum, splitor, closeHandlers);
    }

    @Override
    public  void forEach(final Try.DoubleConsumer action) throws E {
        if (maxThreadNum <= 1) {
            super.forEach(action);
            return;
        }

        final List> futureList = new ArrayList<>(maxThreadNum);
        final Holder eHolder = new Holder<>();

        for (int i = 0; i < maxThreadNum; i++) {
            futureList.add(asyncExecutor.execute(new Runnable() {
                @Override
                public void run() {
                    double next = 0;

                    try {
                        while (eHolder.value() == null) {
                            synchronized (elements) {
                                if (elements.hasNext()) {
                                    next = elements.nextDouble();
                                } else {
                                    break;
                                }
                            }

                            action.accept(next);
                        }
                    } catch (Throwable e) {
                        setError(eHolder, e);
                    }
                }
            }));
        }

        complette(futureList, eHolder, (E) null);
    }

    @Override
    public > M toMap(final DoubleFunction keyExtractor, final DoubleFunction valueMapper,
            final BinaryOperator mergeFunction, final Supplier mapFactory) {
        if (maxThreadNum <= 1) {
            return super.toMap(keyExtractor, valueMapper, mergeFunction, mapFactory);
        }

        final Function keyExtractor2 = new Function() {
            @Override
            public K apply(Double value) {
                return keyExtractor.apply(value);
            }
        };

        final Function valueMapper2 = new Function() {
            @Override
            public U apply(Double value) {
                return valueMapper.apply(value);
            }
        };

        return boxed().toMap(keyExtractor2, valueMapper2, mergeFunction, mapFactory);
    }

    @Override
    public > M toMap(final DoubleFunction classifier, final Collector downstream,
            final Supplier mapFactory) {
        if (maxThreadNum <= 1) {
            return super.toMap(classifier, downstream, mapFactory);
        }

        final Function classifier2 = new Function() {
            @Override
            public K apply(Double value) {
                return classifier.apply(value);
            }
        };

        return boxed().toMap(classifier2, downstream, mapFactory);
    }

    @Override
    public double reduce(final double identity, final DoubleBinaryOperator op) {
        if (maxThreadNum <= 1) {
            return super.reduce(identity, op);
        }

        final List> futureList = new ArrayList<>(maxThreadNum);
        final Holder eHolder = new Holder<>();

        for (int i = 0; i < maxThreadNum; i++) {
            futureList.add(asyncExecutor.execute(new Callable() {
                @Override
                public Double call() {
                    double result = identity;
                    double next = 0;

                    try {
                        while (eHolder.value() == null) {
                            synchronized (elements) {
                                if (elements.hasNext()) {
                                    next = elements.nextDouble();
                                } else {
                                    break;
                                }
                            }

                            result = op.applyAsDouble(result, next);
                        }
                    } catch (Throwable e) {
                        setError(eHolder, e);
                    }

                    return result;
                }
            }));
        }

        if (eHolder.value() != null) {
            throw N.toRuntimeException(eHolder.value());
        }

        Double result = null;

        try {
            for (CompletableFuture future : futureList) {
                if (result == null) {
                    result = future.get();
                } else {
                    result = op.applyAsDouble(result, future.get());
                }
            }
        } catch (InterruptedException | ExecutionException e) {
            throw N.toRuntimeException(e);
        }

        return result == null ? identity : result;
    }

    @Override
    public OptionalDouble reduce(final DoubleBinaryOperator accumulator) {
        if (maxThreadNum <= 1) {
            return super.reduce(accumulator);
        }

        final List> futureList = new ArrayList<>(maxThreadNum);
        final Holder eHolder = new Holder<>();

        for (int i = 0; i < maxThreadNum; i++) {
            futureList.add(asyncExecutor.execute(new Callable() {
                @Override
                public Double call() {
                    double result = 0;

                    synchronized (elements) {
                        if (elements.hasNext()) {
                            result = elements.nextDouble();
                        } else {
                            return null;
                        }
                    }

                    double next = 0;

                    try {
                        while (eHolder.value() == null) {
                            synchronized (elements) {
                                if (elements.hasNext()) {
                                    next = elements.nextDouble();
                                } else {
                                    break;
                                }
                            }

                            result = accumulator.applyAsDouble(result, next);
                        }
                    } catch (Throwable e) {
                        setError(eHolder, e);
                    }

                    return result;
                }
            }));
        }

        if (eHolder.value() != null) {
            throw N.toRuntimeException(eHolder.value());
        }

        Double result = null;

        try {
            for (CompletableFuture future : futureList) {
                final Double tmp = future.get();

                if (tmp == null) {
                    continue;
                } else if (result == null) {
                    result = tmp;
                } else {
                    result = accumulator.applyAsDouble(result, tmp);
                }
            }
        } catch (InterruptedException | ExecutionException e) {
            throw N.toRuntimeException(e);
        }

        return result == null ? OptionalDouble.empty() : OptionalDouble.of(result);
    }

    @Override
    public  R collect(final Supplier supplier, final ObjDoubleConsumer accumulator, final BiConsumer combiner) {
        if (maxThreadNum <= 1) {
            return super.collect(supplier, accumulator, combiner);
        }

        final List> futureList = new ArrayList<>(maxThreadNum);
        final Holder eHolder = new Holder<>();

        for (int i = 0; i < maxThreadNum; i++) {
            futureList.add(asyncExecutor.execute(new Callable() {
                @Override
                public R call() {
                    final R container = supplier.get();
                    double next = 0;

                    try {
                        while (eHolder.value() == null) {
                            synchronized (elements) {
                                if (elements.hasNext()) {
                                    next = elements.nextDouble();
                                } else {
                                    break;
                                }
                            }

                            accumulator.accept(container, next);
                        }
                    } catch (Throwable e) {
                        setError(eHolder, e);
                    }

                    return container;
                }
            }));
        }

        if (eHolder.value() != null) {
            throw N.toRuntimeException(eHolder.value());
        }

        R container = (R) NONE;

        try {
            for (CompletableFuture future : futureList) {
                if (container == NONE) {
                    container = future.get();
                } else {
                    combiner.accept(container, future.get());
                }
            }
        } catch (InterruptedException | ExecutionException e) {
            throw N.toRuntimeException(e);
        }

        return container == NONE ? supplier.get() : container;
    };

    @Override
    public  boolean anyMatch(final Try.DoublePredicate predicate) throws E {
        if (maxThreadNum <= 1) {
            return super.anyMatch(predicate);
        }

        final List> futureList = new ArrayList<>(maxThreadNum);
        final Holder eHolder = new Holder<>();
        final MutableBoolean result = MutableBoolean.of(false);

        for (int i = 0; i < maxThreadNum; i++) {
            futureList.add(asyncExecutor.execute(new Runnable() {
                @Override
                public void run() {
                    double next = 0;

                    try {
                        while (result.isFalse() && eHolder.value() == null) {
                            synchronized (elements) {
                                if (elements.hasNext()) {
                                    next = elements.nextDouble();
                                } else {
                                    break;
                                }
                            }

                            if (predicate.test(next)) {
                                result.setTrue();
                                break;
                            }
                        }
                    } catch (Throwable e) {
                        setError(eHolder, e);
                    }
                }
            }));
        }

        complette(futureList, eHolder, (E) null);

        return result.value();
    }

    @Override
    public  boolean allMatch(final Try.DoublePredicate predicate) throws E {
        if (maxThreadNum <= 1) {
            return super.allMatch(predicate);
        }

        final List> futureList = new ArrayList<>(maxThreadNum);
        final Holder eHolder = new Holder<>();
        final MutableBoolean result = MutableBoolean.of(true);

        for (int i = 0; i < maxThreadNum; i++) {
            futureList.add(asyncExecutor.execute(new Runnable() {
                @Override
                public void run() {
                    double next = 0;

                    try {
                        while (result.isTrue() && eHolder.value() == null) {
                            synchronized (elements) {
                                if (elements.hasNext()) {
                                    next = elements.nextDouble();
                                } else {
                                    break;
                                }
                            }

                            if (predicate.test(next) == false) {
                                result.setFalse();
                                break;
                            }
                        }
                    } catch (Throwable e) {
                        setError(eHolder, e);
                    }
                }
            }));
        }

        complette(futureList, eHolder, (E) null);

        return result.value();
    }

    @Override
    public  boolean noneMatch(final Try.DoublePredicate predicate) throws E {
        if (maxThreadNum <= 1) {
            return super.noneMatch(predicate);
        }

        final List> futureList = new ArrayList<>(maxThreadNum);
        final Holder eHolder = new Holder<>();
        final MutableBoolean result = MutableBoolean.of(true);

        for (int i = 0; i < maxThreadNum; i++) {
            futureList.add(asyncExecutor.execute(new Runnable() {
                @Override
                public void run() {
                    double next = 0;

                    try {
                        while (result.isTrue() && eHolder.value() == null) {
                            synchronized (elements) {
                                if (elements.hasNext()) {
                                    next = elements.nextDouble();
                                } else {
                                    break;
                                }
                            }

                            if (predicate.test(next)) {
                                result.setFalse();
                                break;
                            }
                        }
                    } catch (Throwable e) {
                        setError(eHolder, e);
                    }
                }
            }));
        }

        complette(futureList, eHolder, (E) null);

        return result.value();
    }

    @Override
    public  OptionalDouble findFirst(final Try.DoublePredicate predicate) throws E {
        if (maxThreadNum <= 1) {
            return super.findFirst(predicate);
        }

        final List> futureList = new ArrayList<>(maxThreadNum);
        final Holder eHolder = new Holder<>();
        final Holder> resultHolder = new Holder<>();
        final MutableLong index = MutableLong.of(0);

        for (int i = 0; i < maxThreadNum; i++) {
            futureList.add(asyncExecutor.execute(new Runnable() {
                @Override
                public void run() {
                    final Pair pair = new Pair<>();

                    try {
                        while (resultHolder.value() == null && eHolder.value() == null) {
                            synchronized (elements) {
                                if (elements.hasNext()) {
                                    pair.left = index.getAndIncrement();
                                    pair.right = elements.nextDouble();
                                } else {
                                    break;
                                }
                            }

                            if (predicate.test(pair.right)) {
                                synchronized (resultHolder) {
                                    if (resultHolder.value() == null || pair.left < resultHolder.value().left) {
                                        resultHolder.setValue(pair.copy());
                                    }
                                }

                                break;
                            }
                        }
                    } catch (Throwable e) {
                        setError(eHolder, e);
                    }
                }
            }));
        }

        complette(futureList, eHolder, (E) null);

        return resultHolder.value() == null ? OptionalDouble.empty() : OptionalDouble.of(resultHolder.value().right);
    }

    @Override
    public  OptionalDouble findLast(final Try.DoublePredicate predicate) throws E {
        if (maxThreadNum <= 1) {
            return super.findLast(predicate);
        }

        final List> futureList = new ArrayList<>(maxThreadNum);
        final Holder eHolder = new Holder<>();
        final Holder> resultHolder = new Holder<>();
        final MutableLong index = MutableLong.of(0);

        for (int i = 0; i < maxThreadNum; i++) {
            futureList.add(asyncExecutor.execute(new Runnable() {
                @Override
                public void run() {
                    final Pair pair = new Pair<>();

                    try {
                        while (eHolder.value() == null) {
                            synchronized (elements) {
                                if (elements.hasNext()) {
                                    pair.left = index.getAndIncrement();
                                    pair.right = elements.nextDouble();
                                } else {
                                    break;
                                }
                            }

                            if (predicate.test(pair.right)) {
                                synchronized (resultHolder) {
                                    if (resultHolder.value() == null || pair.left > resultHolder.value().left) {
                                        resultHolder.setValue(pair.copy());
                                    }
                                }
                            }
                        }
                    } catch (Throwable e) {
                        setError(eHolder, e);
                    }
                }
            }));
        }

        complette(futureList, eHolder, (E) null);

        return resultHolder.value() == null ? OptionalDouble.empty() : OptionalDouble.of(resultHolder.value().right);
    }

    @Override
    public  OptionalDouble findAny(final Try.DoublePredicate predicate) throws E {
        if (maxThreadNum <= 1) {
            return super.findAny(predicate);
        }

        final List> futureList = new ArrayList<>(maxThreadNum);
        final Holder eHolder = new Holder<>();
        final Holder resultHolder = Holder.of(NONE);

        for (int i = 0; i < maxThreadNum; i++) {
            futureList.add(asyncExecutor.execute(new Runnable() {
                @Override
                public void run() {
                    double next = 0;

                    try {
                        while (resultHolder.value() == NONE && eHolder.value() == null) {
                            synchronized (elements) {
                                if (elements.hasNext()) {
                                    next = elements.nextDouble();
                                } else {
                                    break;
                                }
                            }

                            if (predicate.test(next)) {
                                synchronized (resultHolder) {
                                    if (resultHolder.value() == NONE) {
                                        resultHolder.setValue(next);
                                    }
                                }

                                break;
                            }
                        }
                    } catch (Throwable e) {
                        setError(eHolder, e);
                    }
                }
            }));
        }

        complette(futureList, eHolder, (E) null);

        return resultHolder.value() == NONE ? OptionalDouble.empty() : OptionalDouble.of((Double) resultHolder.value());
    }

    @Override
    public Stream boxed() {
        Stream tmp = boxed;

        if (tmp == null) {
            tmp = new ParallelIteratorStream<>(iterator(), sorted, sorted ? DOUBLE_COMPARATOR : null, maxThreadNum, splitor, closeHandlers);
            boxed = tmp;
        }

        return tmp;
    }

    @Override
    public DoubleStream append(DoubleStream stream) {
        return new ParallelIteratorDoubleStream(DoubleStream.concat(this, stream), false, maxThreadNum, splitor, closeHandlers);
    }

    @Override
    public DoubleStream prepend(DoubleStream stream) {
        return new ParallelIteratorDoubleStream(DoubleStream.concat(stream, this), false, maxThreadNum, splitor, closeHandlers);
    }

    @Override
    public DoubleStream merge(final DoubleStream b, final DoubleBiFunction nextSelector) {
        return new ParallelIteratorDoubleStream(DoubleStream.merge(this, b, nextSelector), false, maxThreadNum, splitor, closeHandlers);
    }

    @Override
    public DoubleStream zipWith(DoubleStream b, DoubleBiFunction zipFunction) {
        return new ParallelIteratorDoubleStream(DoubleStream.zip(this, b, zipFunction), false, maxThreadNum, splitor, closeHandlers);
    }

    @Override
    public DoubleStream zipWith(DoubleStream b, DoubleStream c, DoubleTriFunction zipFunction) {
        return new ParallelIteratorDoubleStream(DoubleStream.zip(this, b, c, zipFunction), false, maxThreadNum, splitor, closeHandlers);
    }

    @Override
    public DoubleStream zipWith(DoubleStream b, double valueForNoneA, double valueForNoneB, DoubleBiFunction zipFunction) {
        return new ParallelIteratorDoubleStream(DoubleStream.zip(this, b, valueForNoneA, valueForNoneB, zipFunction), false, maxThreadNum, splitor,
                closeHandlers);
    }

    @Override
    public DoubleStream zipWith(DoubleStream b, DoubleStream c, double valueForNoneA, double valueForNoneB, double valueForNoneC,
            DoubleTriFunction zipFunction) {
        return new ParallelIteratorDoubleStream(DoubleStream.zip(this, b, c, valueForNoneA, valueForNoneB, valueForNoneC, zipFunction), false, maxThreadNum,
                splitor, closeHandlers);
    }

    @Override
    public boolean isParallel() {
        return true;
    }

    @Override
    public DoubleStream sequential() {
        IteratorDoubleStream tmp = sequential;

        if (tmp == null) {
            tmp = new IteratorDoubleStream(elements, sorted, closeHandlers);
            sequential = tmp;
        }

        return tmp;
    }

    @Override
    public DoubleStream parallel(int maxThreadNum, Splitor splitor) {
        if (this.maxThreadNum == checkMaxThreadNum(maxThreadNum) && this.splitor == splitor) {
            return this;
        }

        return new ParallelIteratorDoubleStream(elements, sorted, maxThreadNum, splitor, closeHandlers);
    }

    @Override
    public int maxThreadNum() {
        return maxThreadNum;
    }

    @Override
    public DoubleStream maxThreadNum(int maxThreadNum) {
        if (this.maxThreadNum == checkMaxThreadNum(maxThreadNum)) {
            return this;
        }

        return new ParallelIteratorDoubleStream(elements, sorted, maxThreadNum, splitor, closeHandlers);
    }

    @Override
    public BaseStream.Splitor splitor() {
        return splitor;
    }

    @Override
    public DoubleStream splitor(BaseStream.Splitor splitor) {
        if (this.splitor == splitor) {
            return this;
        }

        return new ParallelIteratorDoubleStream(elements, sorted, maxThreadNum, splitor, closeHandlers);
    }

    @Override
    public DoubleStream onClose(Runnable closeHandler) {
        final Set newCloseHandlers = new AbstractStream.LocalLinkedHashSet<>(N.isNullOrEmpty(this.closeHandlers) ? 1 : this.closeHandlers.size() + 1);

        if (N.notNullOrEmpty(this.closeHandlers)) {
            newCloseHandlers.addAll(this.closeHandlers);
        }

        newCloseHandlers.add(closeHandler);

        return new ParallelIteratorDoubleStream(elements, sorted, maxThreadNum, splitor, newCloseHandlers);
    }
}
    
    
    
    

    




    
    
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