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package java.util.stream;

import java.util.DoubleSummaryStatistics;
import java.util.Objects;
import java.util.OptionalDouble;
import java.util.PrimitiveIterator;
import java.util.Spliterator;
import java.util.Spliterators;
import java.util.function.BiConsumer;
import java.util.function.BinaryOperator;
import java.util.function.DoubleBinaryOperator;
import java.util.function.DoubleConsumer;
import java.util.function.DoubleFunction;
import java.util.function.DoublePredicate;
import java.util.function.DoubleToIntFunction;
import java.util.function.DoubleToLongFunction;
import java.util.function.DoubleUnaryOperator;
import java.util.function.IntFunction;
import java.util.function.ObjDoubleConsumer;
import java.util.function.Supplier;

Abstract base class for an intermediate pipeline stage or pipeline source stage implementing whose elements are of type double.
Type parameters:
  • <E_IN> – type of elements in the upstream source
Since:1.8
/** * Abstract base class for an intermediate pipeline stage or pipeline source * stage implementing whose elements are of type {@code double}. * * @param <E_IN> type of elements in the upstream source * * @since 1.8 */
abstract class DoublePipeline<E_IN> extends AbstractPipeline<E_IN, Double, DoubleStream> implements DoubleStream {
Constructor for the head of a stream pipeline.
Params:
  • source – Supplier<Spliterator> describing the stream source
  • sourceFlags – the source flags for the stream source, described in StreamOpFlag
/** * Constructor for the head of a stream pipeline. * * @param source {@code Supplier<Spliterator>} describing the stream source * @param sourceFlags the source flags for the stream source, described in * {@link StreamOpFlag} */
DoublePipeline(Supplier<? extends Spliterator<Double>> source, int sourceFlags, boolean parallel) { super(source, sourceFlags, parallel); }
Constructor for the head of a stream pipeline.
Params:
  • source – Spliterator describing the stream source
  • sourceFlags – the source flags for the stream source, described in StreamOpFlag
/** * Constructor for the head of a stream pipeline. * * @param source {@code Spliterator} describing the stream source * @param sourceFlags the source flags for the stream source, described in * {@link StreamOpFlag} */
DoublePipeline(Spliterator<Double> source, int sourceFlags, boolean parallel) { super(source, sourceFlags, parallel); }
Constructor for appending an intermediate operation onto an existing pipeline.
Params:
  • upstream – the upstream element source.
  • opFlags – the operation flags
/** * Constructor for appending an intermediate operation onto an existing * pipeline. * * @param upstream the upstream element source. * @param opFlags the operation flags */
DoublePipeline(AbstractPipeline<?, E_IN, ?> upstream, int opFlags) { super(upstream, opFlags); }
Adapt a Sink<Double> to a {@code DoubleConsumer}, ideally simply by casting.
/** * Adapt a {@code Sink<Double> to a {@code DoubleConsumer}, ideally simply * by casting. */
private static DoubleConsumer adapt(Sink<Double> sink) { if (sink instanceof DoubleConsumer) { return (DoubleConsumer) sink; } else { if (Tripwire.ENABLED) Tripwire.trip(AbstractPipeline.class, "using DoubleStream.adapt(Sink<Double> s)"); return sink::accept; } }
Adapt a Spliterator<Double> to a Spliterator.OfDouble.
Implementation Note: The implementation attempts to cast to a Spliterator.OfDouble, and throws an exception if this cast is not possible.
/** * Adapt a {@code Spliterator<Double>} to a {@code Spliterator.OfDouble}. * * @implNote * The implementation attempts to cast to a Spliterator.OfDouble, and throws * an exception if this cast is not possible. */
private static Spliterator.OfDouble adapt(Spliterator<Double> s) { if (s instanceof Spliterator.OfDouble) { return (Spliterator.OfDouble) s; } else { if (Tripwire.ENABLED) Tripwire.trip(AbstractPipeline.class, "using DoubleStream.adapt(Spliterator<Double> s)"); throw new UnsupportedOperationException("DoubleStream.adapt(Spliterator<Double> s)"); } } // Shape-specific methods @Override final StreamShape getOutputShape() { return StreamShape.DOUBLE_VALUE; } @Override final <P_IN> Node<Double> evaluateToNode(PipelineHelper<Double> helper, Spliterator<P_IN> spliterator, boolean flattenTree, IntFunction<Double[]> generator) { return Nodes.collectDouble(helper, spliterator, flattenTree); } @Override final <P_IN> Spliterator<Double> wrap(PipelineHelper<Double> ph, Supplier<Spliterator<P_IN>> supplier, boolean isParallel) { return new StreamSpliterators.DoubleWrappingSpliterator<>(ph, supplier, isParallel); } @Override @SuppressWarnings("unchecked") final Spliterator.OfDouble lazySpliterator(Supplier<? extends Spliterator<Double>> supplier) { return new StreamSpliterators.DelegatingSpliterator.OfDouble((Supplier<Spliterator.OfDouble>) supplier); } @Override final boolean forEachWithCancel(Spliterator<Double> spliterator, Sink<Double> sink) { Spliterator.OfDouble spl = adapt(spliterator); DoubleConsumer adaptedSink = adapt(sink); boolean cancelled; do { } while (!(cancelled = sink.cancellationRequested()) && spl.tryAdvance(adaptedSink)); return cancelled; } @Override final Node.Builder<Double> makeNodeBuilder(long exactSizeIfKnown, IntFunction<Double[]> generator) { return Nodes.doubleBuilder(exactSizeIfKnown); } private <U> Stream<U> mapToObj(DoubleFunction<? extends U> mapper, int opFlags) { return new ReferencePipeline.StatelessOp<Double, U>(this, StreamShape.DOUBLE_VALUE, opFlags) { @Override Sink<Double> opWrapSink(int flags, Sink<U> sink) { return new Sink.ChainedDouble<U>(sink) { @Override public void accept(double t) { downstream.accept(mapper.apply(t)); } }; } }; } // DoubleStream @Override public final PrimitiveIterator.OfDouble iterator() { return Spliterators.iterator(spliterator()); } @Override public final Spliterator.OfDouble spliterator() { return adapt(super.spliterator()); } // Stateless intermediate ops from DoubleStream @Override public final Stream<Double> boxed() { return mapToObj(Double::valueOf, 0); } @Override public final DoubleStream map(DoubleUnaryOperator mapper) { Objects.requireNonNull(mapper); return new StatelessOp<Double>(this, StreamShape.DOUBLE_VALUE, StreamOpFlag.NOT_SORTED | StreamOpFlag.NOT_DISTINCT) { @Override Sink<Double> opWrapSink(int flags, Sink<Double> sink) { return new Sink.ChainedDouble<Double>(sink) { @Override public void accept(double t) { downstream.accept(mapper.applyAsDouble(t)); } }; } }; } @Override public final <U> Stream<U> mapToObj(DoubleFunction<? extends U> mapper) { Objects.requireNonNull(mapper); return mapToObj(mapper, StreamOpFlag.NOT_SORTED | StreamOpFlag.NOT_DISTINCT); } @Override public final IntStream mapToInt(DoubleToIntFunction mapper) { Objects.requireNonNull(mapper); return new IntPipeline.StatelessOp<Double>(this, StreamShape.DOUBLE_VALUE, StreamOpFlag.NOT_SORTED | StreamOpFlag.NOT_DISTINCT) { @Override Sink<Double> opWrapSink(int flags, Sink<Integer> sink) { return new Sink.ChainedDouble<Integer>(sink) { @Override public void accept(double t) { downstream.accept(mapper.applyAsInt(t)); } }; } }; } @Override public final LongStream mapToLong(DoubleToLongFunction mapper) { Objects.requireNonNull(mapper); return new LongPipeline.StatelessOp<Double>(this, StreamShape.DOUBLE_VALUE, StreamOpFlag.NOT_SORTED | StreamOpFlag.NOT_DISTINCT) { @Override Sink<Double> opWrapSink(int flags, Sink<Long> sink) { return new Sink.ChainedDouble<Long>(sink) { @Override public void accept(double t) { downstream.accept(mapper.applyAsLong(t)); } }; } }; } @Override public final DoubleStream flatMap(DoubleFunction<? extends DoubleStream> mapper) { Objects.requireNonNull(mapper); return new StatelessOp<Double>(this, StreamShape.DOUBLE_VALUE, StreamOpFlag.NOT_SORTED | StreamOpFlag.NOT_DISTINCT | StreamOpFlag.NOT_SIZED) { @Override Sink<Double> opWrapSink(int flags, Sink<Double> sink) { return new Sink.ChainedDouble<Double>(sink) { // true if cancellationRequested() has been called boolean cancellationRequestedCalled; // cache the consumer to avoid creation on every accepted element DoubleConsumer downstreamAsDouble = downstream::accept; @Override public void begin(long size) { downstream.begin(-1); } @Override public void accept(double t) { try (DoubleStream result = mapper.apply(t)) { if (result != null) { if (!cancellationRequestedCalled) { result.sequential().forEach(downstreamAsDouble); } else { var s = result.sequential().spliterator(); do { } while (!downstream.cancellationRequested() && s.tryAdvance(downstreamAsDouble)); } } } } @Override public boolean cancellationRequested() { // If this method is called then an operation within the stream // pipeline is short-circuiting (see AbstractPipeline.copyInto). // Note that we cannot differentiate between an upstream or // downstream operation cancellationRequestedCalled = true; return downstream.cancellationRequested(); } }; } }; } @Override public DoubleStream unordered() { if (!isOrdered()) return this; return new StatelessOp<Double>(this, StreamShape.DOUBLE_VALUE, StreamOpFlag.NOT_ORDERED) { @Override Sink<Double> opWrapSink(int flags, Sink<Double> sink) { return sink; } }; } @Override public final DoubleStream filter(DoublePredicate predicate) { Objects.requireNonNull(predicate); return new StatelessOp<Double>(this, StreamShape.DOUBLE_VALUE, StreamOpFlag.NOT_SIZED) { @Override Sink<Double> opWrapSink(int flags, Sink<Double> sink) { return new Sink.ChainedDouble<Double>(sink) { @Override public void begin(long size) { downstream.begin(-1); } @Override public void accept(double t) { if (predicate.test(t)) downstream.accept(t); } }; } }; } @Override public final DoubleStream peek(DoubleConsumer action) { Objects.requireNonNull(action); return new StatelessOp<Double>(this, StreamShape.DOUBLE_VALUE, 0) { @Override Sink<Double> opWrapSink(int flags, Sink<Double> sink) { return new Sink.ChainedDouble<Double>(sink) { @Override public void accept(double t) { action.accept(t); downstream.accept(t); } }; } }; } // Stateful intermediate ops from DoubleStream @Override public final DoubleStream limit(long maxSize) { if (maxSize < 0) throw new IllegalArgumentException(Long.toString(maxSize)); return SliceOps.makeDouble(this, (long) 0, maxSize); } @Override public final DoubleStream skip(long n) { if (n < 0) throw new IllegalArgumentException(Long.toString(n)); if (n == 0) return this; else { long limit = -1; return SliceOps.makeDouble(this, n, limit); } } @Override public final DoubleStream takeWhile(DoublePredicate predicate) { return WhileOps.makeTakeWhileDouble(this, predicate); } @Override public final DoubleStream dropWhile(DoublePredicate predicate) { return WhileOps.makeDropWhileDouble(this, predicate); } @Override public final DoubleStream sorted() { return SortedOps.makeDouble(this); } @Override public final DoubleStream distinct() { // While functional and quick to implement, this approach is not very efficient. // An efficient version requires a double-specific map/set implementation. return boxed().distinct().mapToDouble(i -> (double) i); } // Terminal ops from DoubleStream @Override public void forEach(DoubleConsumer consumer) { evaluate(ForEachOps.makeDouble(consumer, false)); } @Override public void forEachOrdered(DoubleConsumer consumer) { evaluate(ForEachOps.makeDouble(consumer, true)); } @Override public final double sum() { /* * In the arrays allocated for the collect operation, index 0 * holds the high-order bits of the running sum, index 1 holds * the low-order bits of the sum computed via compensated * summation, and index 2 holds the simple sum used to compute * the proper result if the stream contains infinite values of * the same sign. */ double[] summation = collect(() -> new double[3], (ll, d) -> { Collectors.sumWithCompensation(ll, d); ll[2] += d; }, (ll, rr) -> { Collectors.sumWithCompensation(ll, rr[0]); Collectors.sumWithCompensation(ll, rr[1]); ll[2] += rr[2]; }); return Collectors.computeFinalSum(summation); } @Override public final OptionalDouble min() { return reduce(Math::min); } @Override public final OptionalDouble max() { return reduce(Math::max); }
{@inheritDoc}
Implementation Note:The double format can represent all consecutive integers in the range -253 to 253. If the pipeline has more than 253 values, the divisor in the average computation will saturate at 253, leading to additional numerical errors.
/** * {@inheritDoc} * * @implNote The {@code double} format can represent all * consecutive integers in the range -2<sup>53</sup> to * 2<sup>53</sup>. If the pipeline has more than 2<sup>53</sup> * values, the divisor in the average computation will saturate at * 2<sup>53</sup>, leading to additional numerical errors. */
@Override public final OptionalDouble average() { /* * In the arrays allocated for the collect operation, index 0 * holds the high-order bits of the running sum, index 1 holds * the low-order bits of the sum computed via compensated * summation, index 2 holds the number of values seen, index 3 * holds the simple sum. */ double[] avg = collect(() -> new double[4], (ll, d) -> { ll[2]++; Collectors.sumWithCompensation(ll, d); ll[3] += d; }, (ll, rr) -> { Collectors.sumWithCompensation(ll, rr[0]); Collectors.sumWithCompensation(ll, rr[1]); ll[2] += rr[2]; ll[3] += rr[3]; }); return avg[2] > 0 ? OptionalDouble.of(Collectors.computeFinalSum(avg) / avg[2]) : OptionalDouble.empty(); } @Override public final long count() { return evaluate(ReduceOps.makeDoubleCounting()); } @Override public final DoubleSummaryStatistics summaryStatistics() { return collect(DoubleSummaryStatistics::new, DoubleSummaryStatistics::accept, DoubleSummaryStatistics::combine); } @Override public final double reduce(double identity, DoubleBinaryOperator op) { return evaluate(ReduceOps.makeDouble(identity, op)); } @Override public final OptionalDouble reduce(DoubleBinaryOperator op) { return evaluate(ReduceOps.makeDouble(op)); } @Override public final <R> R collect(Supplier<R> supplier, ObjDoubleConsumer<R> accumulator, BiConsumer<R, R> combiner) { Objects.requireNonNull(combiner); BinaryOperator<R> operator = (left, right) -> { combiner.accept(left, right); return left; }; return evaluate(ReduceOps.makeDouble(supplier, accumulator, operator)); } @Override public final boolean anyMatch(DoublePredicate predicate) { return evaluate(MatchOps.makeDouble(predicate, MatchOps.MatchKind.ANY)); } @Override public final boolean allMatch(DoublePredicate predicate) { return evaluate(MatchOps.makeDouble(predicate, MatchOps.MatchKind.ALL)); } @Override public final boolean noneMatch(DoublePredicate predicate) { return evaluate(MatchOps.makeDouble(predicate, MatchOps.MatchKind.NONE)); } @Override public final OptionalDouble findFirst() { return evaluate(FindOps.makeDouble(true)); } @Override public final OptionalDouble findAny() { return evaluate(FindOps.makeDouble(false)); } @Override public final double[] toArray() { return Nodes.flattenDouble((Node.OfDouble) evaluateToArrayNode(Double[]::new)) .asPrimitiveArray(); } //
Source stage of a DoubleStream
Type parameters:
  • <E_IN> – type of elements in the upstream source
/** * Source stage of a DoubleStream * * @param <E_IN> type of elements in the upstream source */
static class Head<E_IN> extends DoublePipeline<E_IN> {
Constructor for the source stage of a DoubleStream.
Params:
  • source – Supplier<Spliterator> describing the stream source
  • sourceFlags – the source flags for the stream source, described in StreamOpFlag
  • parallel – true if the pipeline is parallel
/** * Constructor for the source stage of a DoubleStream. * * @param source {@code Supplier<Spliterator>} describing the stream * source * @param sourceFlags the source flags for the stream source, described * in {@link StreamOpFlag} * @param parallel {@code true} if the pipeline is parallel */
Head(Supplier<? extends Spliterator<Double>> source, int sourceFlags, boolean parallel) { super(source, sourceFlags, parallel); }
Constructor for the source stage of a DoubleStream.
Params:
  • source – Spliterator describing the stream source
  • sourceFlags – the source flags for the stream source, described in StreamOpFlag
  • parallel – true if the pipeline is parallel
/** * Constructor for the source stage of a DoubleStream. * * @param source {@code Spliterator} describing the stream source * @param sourceFlags the source flags for the stream source, described * in {@link StreamOpFlag} * @param parallel {@code true} if the pipeline is parallel */
Head(Spliterator<Double> source, int sourceFlags, boolean parallel) { super(source, sourceFlags, parallel); } @Override final boolean opIsStateful() { throw new UnsupportedOperationException(); } @Override final Sink<E_IN> opWrapSink(int flags, Sink<Double> sink) { throw new UnsupportedOperationException(); } // Optimized sequential terminal operations for the head of the pipeline @Override public void forEach(DoubleConsumer consumer) { if (!isParallel()) { adapt(sourceStageSpliterator()).forEachRemaining(consumer); } else { super.forEach(consumer); } } @Override public void forEachOrdered(DoubleConsumer consumer) { if (!isParallel()) { adapt(sourceStageSpliterator()).forEachRemaining(consumer); } else { super.forEachOrdered(consumer); } } }
Base class for a stateless intermediate stage of a DoubleStream.
Type parameters:
  • <E_IN> – type of elements in the upstream source
Since:1.8
/** * Base class for a stateless intermediate stage of a DoubleStream. * * @param <E_IN> type of elements in the upstream source * @since 1.8 */
abstract static class StatelessOp<E_IN> extends DoublePipeline<E_IN> {
Construct a new DoubleStream by appending a stateless intermediate operation to an existing stream.
Params:
  • upstream – the upstream pipeline stage
  • inputShape – the stream shape for the upstream pipeline stage
  • opFlags – operation flags for the new stage
/** * Construct a new DoubleStream by appending a stateless intermediate * operation to an existing stream. * * @param upstream the upstream pipeline stage * @param inputShape the stream shape for the upstream pipeline stage * @param opFlags operation flags for the new stage */
StatelessOp(AbstractPipeline<?, E_IN, ?> upstream, StreamShape inputShape, int opFlags) { super(upstream, opFlags); assert upstream.getOutputShape() == inputShape; } @Override final boolean opIsStateful() { return false; } }
Base class for a stateful intermediate stage of a DoubleStream.
Type parameters:
  • <E_IN> – type of elements in the upstream source
Since:1.8
/** * Base class for a stateful intermediate stage of a DoubleStream. * * @param <E_IN> type of elements in the upstream source * @since 1.8 */
abstract static class StatefulOp<E_IN> extends DoublePipeline<E_IN> {
Construct a new DoubleStream by appending a stateful intermediate operation to an existing stream.
Params:
  • upstream – the upstream pipeline stage
  • inputShape – the stream shape for the upstream pipeline stage
  • opFlags – operation flags for the new stage
/** * Construct a new DoubleStream by appending a stateful intermediate * operation to an existing stream. * * @param upstream the upstream pipeline stage * @param inputShape the stream shape for the upstream pipeline stage * @param opFlags operation flags for the new stage */
StatefulOp(AbstractPipeline<?, E_IN, ?> upstream, StreamShape inputShape, int opFlags) { super(upstream, opFlags); assert upstream.getOutputShape() == inputShape; } @Override final boolean opIsStateful() { return true; } @Override abstract <P_IN> Node<Double> opEvaluateParallel(PipelineHelper<Double> helper, Spliterator<P_IN> spliterator, IntFunction<Double[]> generator); } }