/* * Copyright 2015, 2016 Tagir Valeev * * 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 one.util.streamex; import java.nio.Buffer; import java.util.*; import java.util.Map.Entry; import java.util.PrimitiveIterator.OfDouble; import java.util.concurrent.ForkJoinPool; import java.util.function.*; import java.util.stream.*; import static one.util.streamex.StreamExInternals.*; /** * A {@link DoubleStream} implementation with additional functionality * * @author Tagir Valeev */ public class DoubleStreamEx extends BaseStreamEx<Double, DoubleStream, Spliterator.OfDouble, DoubleStreamEx> implements DoubleStream { DoubleStreamEx(DoubleStream stream, StreamContext context) { super(stream, context); } DoubleStreamEx(Spliterator.OfDouble spliterator, StreamContext context) { super(spliterator, context); } @Override DoubleStream createStream() { return StreamSupport.doubleStream(spliterator, isParallel()); } private static DoubleStreamEx seq(DoubleStream stream) { return new DoubleStreamEx(stream, StreamContext.SEQUENTIAL); } final DoubleStreamEx delegate(Spliterator.OfDouble spliterator) { return new DoubleStreamEx(spliterator, context); } @Override public DoubleStreamEx unordered() { return (DoubleStreamEx) super.unordered(); } @Override public DoubleStreamEx onClose(Runnable closeHandler) { return (DoubleStreamEx) super.onClose(closeHandler); } @Override public DoubleStreamEx filter(DoublePredicate predicate) { return new DoubleStreamEx(stream().filter(predicate), context); } /** * Returns a stream consisting of the elements of this stream that don't * match the given predicate. * * <p> * This is an intermediate operation. * * @param predicate a non-interfering, stateless predicate to apply to each * element to determine if it should be excluded * @return the new stream */ public DoubleStreamEx remove(DoublePredicate predicate) { return filter(predicate.negate()); } /** * Returns a stream consisting of the elements of this stream that strictly * greater than the specified value. * * <p> * This is an intermediate operation. * * @param value a value to compare to * @return the new stream * @since 0.2.3 */ public DoubleStreamEx greater(double value) { return filter(val -> val > value); } /** * Returns a stream consisting of the elements of this stream that strictly * less than the specified value. * * <p> * This is an intermediate operation. * * @param value a value to compare to * @return the new stream * @since 0.2.3 */ public DoubleStreamEx less(double value) { return filter(val -> val < value); } /** * Returns a stream consisting of the elements of this stream that greater * than or equal to the specified value. * * <p> * This is an intermediate operation. * * @param value a value to compare to * @return the new stream * @since 0.2.3 */ public DoubleStreamEx atLeast(double value) { return filter(val -> val >= value); } /** * Returns a stream consisting of the elements of this stream that less than * or equal to the specified value. * * <p> * This is an intermediate operation. * * @param value a value to compare to * @return the new stream * @since 0.2.3 */ public DoubleStreamEx atMost(double value) { return filter(val -> val <= value); } @Override public DoubleStreamEx map(DoubleUnaryOperator mapper) { return new DoubleStreamEx(stream().map(mapper), context); } /** * Returns a stream where the first element is the replaced with the result * of applying the given function while the other elements are left intact. * * <p> * This is a <a href="package-summary.html#StreamOps">quasi-intermediate * operation</a>. * * @param mapper a * <a href="package-summary.html#NonInterference">non-interfering * </a>, <a href="package-summary.html#Statelessness">stateless</a> * function to apply to the first element * @return the new stream * @since 0.4.1 */ public DoubleStreamEx mapFirst(DoubleUnaryOperator mapper) { return delegate(new PairSpliterator.PSOfDouble((a, b) -> b, mapper, spliterator(), PairSpliterator.MODE_MAP_FIRST)); } /** * Returns a stream where the last element is the replaced with the result * of applying the given function while the other elements are left intact. * * <p> * This is a <a href="package-summary.html#StreamOps">quasi-intermediate * operation</a>. * * <p> * The mapper function is called at most once. It could be not called at all * if the stream is empty or there is short-circuiting operation downstream. * * @param mapper a * <a href="package-summary.html#NonInterference">non-interfering * </a>, <a href="package-summary.html#Statelessness">stateless</a> * function to apply to the last element * @return the new stream * @since 0.4.1 */ public DoubleStreamEx mapLast(DoubleUnaryOperator mapper) { return delegate(new PairSpliterator.PSOfDouble((a, b) -> a, mapper, spliterator(), PairSpliterator.MODE_MAP_LAST)); } @Override public <U> StreamEx<U> mapToObj(DoubleFunction<? extends U> mapper) { return new StreamEx<>(stream().mapToObj(mapper), context); } @Override public IntStreamEx mapToInt(DoubleToIntFunction mapper) { return new IntStreamEx(stream().mapToInt(mapper), context); } @Override public LongStreamEx mapToLong(DoubleToLongFunction mapper) { return new LongStreamEx(stream().mapToLong(mapper), context); } /** * Returns an {@link EntryStream} consisting of the {@link Entry} objects * which keys and values are results of applying the given functions to the * elements of this stream. * * <p> * This is an intermediate operation. * * @param <K> The {@code Entry} key type * @param <V> The {@code Entry} value type * @param keyMapper a non-interfering, stateless function to apply to each * element * @param valueMapper a non-interfering, stateless function to apply to each * element * @return the new stream * @since 0.3.1 */ public <K, V> EntryStream<K, V> mapToEntry(DoubleFunction<? extends K> keyMapper, DoubleFunction<? extends V> valueMapper) { return new EntryStream<>(stream().mapToObj(t -> new AbstractMap.SimpleImmutableEntry<>(keyMapper.apply(t), valueMapper.apply(t))), context); } @Override public DoubleStreamEx flatMap(DoubleFunction<? extends DoubleStream> mapper) { return new DoubleStreamEx(stream().flatMap(mapper), context); } /** * Returns an {@link IntStreamEx} consisting of the results of replacing * each element of this stream with the contents of a mapped stream produced * by applying the provided mapping function to each element. Each mapped * stream is closed after its contents have been placed into this stream. * (If a mapped stream is {@code null} an empty stream is used, instead.) * * <p> * This is an intermediate operation. * * @param mapper a non-interfering, stateless function to apply to each * element which produces an {@code IntStream} of new values * @return the new stream * @since 0.3.0 */ public IntStreamEx flatMapToInt(DoubleFunction<? extends IntStream> mapper) { return new IntStreamEx(stream().mapToObj(mapper).flatMapToInt(Function.identity()), context); } /** * Returns a {@link LongStreamEx} consisting of the results of replacing * each element of this stream with the contents of a mapped stream produced * by applying the provided mapping function to each element. Each mapped * stream is closed after its contents have been placed into this stream. * (If a mapped stream is {@code null} an empty stream is used, instead.) * * <p> * This is an intermediate operation. * * @param mapper a non-interfering, stateless function to apply to each * element which produces a {@code LongStream} of new values * @return the new stream * @since 0.3.0 */ public LongStreamEx flatMapToLong(DoubleFunction<? extends LongStream> mapper) { return new LongStreamEx(stream().mapToObj(mapper).flatMapToLong(Function.identity()), context); } /** * Returns a {@link StreamEx} consisting of the results of replacing each * element of this stream with the contents of a mapped stream produced by * applying the provided mapping function to each element. Each mapped * stream is closed after its contents have been placed into this stream. * (If a mapped stream is {@code null} an empty stream is used, instead.) * * <p> * This is an intermediate operation. * * @param <R> The element type of the new stream * @param mapper a non-interfering, stateless function to apply to each * element which produces a {@code Stream} of new values * @return the new stream * @since 0.3.0 */ public <R> StreamEx<R> flatMapToObj(DoubleFunction<? extends Stream<R>> mapper) { return new StreamEx<>(stream().mapToObj(mapper).flatMap(Function.identity()), context); } /** * Returns a new stream containing all the elements of the original stream interspersed with * given delimiter. * * <p> * For example, {@code DoubleStreamEx.of(1, 2, 3).intersperse(4)} will yield a stream containing * five elements: 1, 4, 2, 4, 3. * * <p> * This is an <a href="package-summary.html#StreamOps">intermediate operation</a>. * * @param delimiter a delimiter to be inserted between each pair of elements * @return the new stream * @since 0.6.6 */ public DoubleStreamEx intersperse(int delimiter) { return new DoubleStreamEx(stream().flatMap(s -> DoubleStreamEx.of(delimiter, s)).skip(1), context); } @Override public DoubleStreamEx distinct() { return new DoubleStreamEx(stream().distinct(), context); } @Override public DoubleStreamEx sorted() { return new DoubleStreamEx(stream().sorted(), context); } /** * Returns a stream consisting of the elements of this stream sorted * according to the given comparator. Stream elements are boxed before * passing to the comparator. * * <p> * For ordered streams, the sort is stable. For unordered streams, no * stability guarantees are made. * * <p> * This is a <a href="package-summary.html#StreamOps">stateful intermediate * operation</a>. * * @param comparator a * <a href="package-summary.html#NonInterference">non-interfering * </a>, <a href="package-summary.html#Statelessness">stateless</a> * {@code Comparator} to be used to compare stream elements * @return the new stream */ public DoubleStreamEx sorted(Comparator<Double> comparator) { return new DoubleStreamEx(stream().boxed().sorted(comparator).mapToDouble(Double::doubleValue), context); } /** * Returns a stream consisting of the elements of this stream in reverse * sorted order. The elements are compared for equality according to * {@link java.lang.Double#compare(double, double)}. * * <p> * This is a stateful intermediate operation. * * @return the new stream * @since 0.0.8 */ public DoubleStreamEx reverseSorted() { return new DoubleStreamEx(stream().mapToLong(d -> { long l = Double.doubleToRawLongBits(d); return l ^ (((l >>> 63) - 1) | Long.MIN_VALUE); }).sorted().mapToDouble(l -> Double.longBitsToDouble(l ^ ((-(l >>> 63)) | Long.MIN_VALUE))), context); } /** * Returns a stream consisting of the elements of this stream, sorted * according to the natural order of the keys extracted by provided * function. * * <p> * For ordered streams, the sort is stable. For unordered streams, no * stability guarantees are made. * * <p> * This is a <a href="package-summary.html#StreamOps">stateful intermediate * operation</a>. * * @param <V> the type of the {@code Comparable} sort key * @param keyExtractor a * <a href="package-summary.html#NonInterference">non-interfering * </a>, <a href="package-summary.html#Statelessness">stateless</a> * function to be used to extract sorting keys * @return the new stream */ public <V extends Comparable<? super V>> DoubleStreamEx sortedBy(DoubleFunction<V> keyExtractor) { return sorted(Comparator.comparing(keyExtractor::apply)); } /** * Returns a stream consisting of the elements of this stream, sorted * according to the int values extracted by provided function. * * <p> * For ordered streams, the sort is stable. For unordered streams, no * stability guarantees are made. * * <p> * This is a <a href="package-summary.html#StreamOps">stateful intermediate * operation</a>. * * @param keyExtractor a * <a href="package-summary.html#NonInterference">non-interfering * </a>, <a href="package-summary.html#Statelessness">stateless</a> * function to be used to extract sorting keys * @return the new stream */ public DoubleStreamEx sortedByInt(DoubleToIntFunction keyExtractor) { return sorted(Comparator.comparingInt(keyExtractor::applyAsInt)); } /** * Returns a stream consisting of the elements of this stream, sorted * according to the long values extracted by provided function. * * <p> * For ordered streams, the sort is stable. For unordered streams, no * stability guarantees are made. * * <p> * This is a <a href="package-summary.html#StreamOps">stateful intermediate * operation</a>. * * @param keyExtractor a * <a href="package-summary.html#NonInterference">non-interfering * </a>, <a href="package-summary.html#Statelessness">stateless</a> * function to be used to extract sorting keys * @return the new stream */ public DoubleStreamEx sortedByLong(DoubleToLongFunction keyExtractor) { return sorted(Comparator.comparingLong(keyExtractor::applyAsLong)); } /** * Returns a stream consisting of the elements of this stream, sorted * according to the double values extracted by provided function. * * <p> * For ordered streams, the sort is stable. For unordered streams, no * stability guarantees are made. * * <p> * This is a <a href="package-summary.html#StreamOps">stateful intermediate * operation</a>. * * @param keyExtractor a * <a href="package-summary.html#NonInterference">non-interfering * </a>, <a href="package-summary.html#Statelessness">stateless</a> * function to be used to extract sorting keys * @return the new stream */ public DoubleStreamEx sortedByDouble(DoubleUnaryOperator keyExtractor) { return sorted(Comparator.comparingDouble(keyExtractor::applyAsDouble)); } @Override public DoubleStreamEx peek(DoubleConsumer action) { return new DoubleStreamEx(stream().peek(action), context); } /** * Returns a stream consisting of the elements of this stream, additionally * performing the provided action on the first stream element when it's * consumed from the resulting stream. * * <p> * This is an <a href="package-summary.html#StreamOps">intermediate * operation</a>. * * <p> * The action is called at most once. For parallel stream pipelines, it's * not guaranteed in which thread it will be executed, so if it modifies * shared state, it is responsible for providing the required * synchronization. * * <p> * Note that the action might not be called at all if the first element is * not consumed from the input (for example, if there's short-circuiting * operation downstream which stopped the stream before the first element). * * <p> * This method exists mainly to support debugging. * * @param action a * <a href="package-summary.html#NonInterference"> non-interfering * </a> action to perform on the first stream element as it is * consumed from the stream * @return the new stream * @since 0.6.0 */ public DoubleStreamEx peekFirst(DoubleConsumer action) { return mapFirst(x -> { action.accept(x); return x; }); } /** * Returns a stream consisting of the elements of this stream, additionally * performing the provided action on the last stream element when it's * consumed from the resulting stream. * * <p> * This is an <a href="package-summary.html#StreamOps">intermediate * operation</a>. * * <p> * The action is called at most once. For parallel stream pipelines, it's * not guaranteed in which thread it will be executed, so if it modifies * shared state, it is responsible for providing the required * synchronization. * * <p> * Note that the action might not be called at all if the last element is * not consumed from the input (for example, if there's short-circuiting * operation downstream). * * <p> * This method exists mainly to support debugging. * * @param action a * <a href="package-summary.html#NonInterference"> non-interfering * </a> action to perform on the first stream element as it is * consumed from the stream * @return the new stream * @since 0.6.0 */ public DoubleStreamEx peekLast(DoubleConsumer action) { return mapLast(x -> { action.accept(x); return x; }); } @Override public DoubleStreamEx limit(long maxSize) { return new DoubleStreamEx(stream().limit(maxSize), context); } @Override public DoubleStreamEx skip(long n) { return new DoubleStreamEx(stream().skip(n), context); } /** * Returns a stream consisting of the remaining elements of this stream * after discarding the first {@code n} elements of the stream. If this * stream contains fewer than {@code n} elements then an empty stream will * be returned. * * <p> * This is a stateful quasi-intermediate operation. Unlike * {@link #skip(long)} it skips the first elements even if the stream is * unordered. The main purpose of this method is to workaround the problem * of skipping the first elements from non-sized source with further * parallel processing and unordered terminal operation (such as * {@link #forEach(DoubleConsumer)}). This problem was fixed in OracleJDK * 8u60. * * <p> * Also it behaves much better with infinite streams processed in parallel. * For example, * {@code DoubleStreamEx.iterate(0.0, i->i+1).skip(1).limit(100).parallel().toArray()} * will likely to fail with {@code OutOfMemoryError}, but will work nicely * if {@code skip} is replaced with {@code skipOrdered}. * * <p> * For sequential streams this method behaves exactly like * {@link #skip(long)}. * * @param n the number of leading elements to skip * @return the new stream * @throws IllegalArgumentException if {@code n} is negative * @see #skip(long) * @since 0.3.2 */ public DoubleStreamEx skipOrdered(long n) { Spliterator.OfDouble spliterator = (isParallel() ? StreamSupport.doubleStream(spliterator(), false) : stream()) .skip(n).spliterator(); return delegate(spliterator); } @Override public void forEach(DoubleConsumer action) { if (spliterator != null && !isParallel()) { spliterator().forEachRemaining(action); } else { if (context.fjp != null) context.terminate(() -> { stream().forEach(action); return null; }); else { stream().forEach(action); } } } @Override public void forEachOrdered(DoubleConsumer action) { if (spliterator != null && !isParallel()) { spliterator().forEachRemaining(action); } else { if (context.fjp != null) context.terminate(() -> { stream().forEachOrdered(action); return null; }); else { stream().forEachOrdered(action); } } } @Override public double[] toArray() { if (context.fjp != null) return context.terminate(stream()::toArray); return stream().toArray(); } /** * Returns a {@code float[]} array containing the elements of this stream * which are converted to floats using {@code (float)} cast operation. * * <p> * This is a terminal operation. * * @return an array containing the elements of this stream * @since 0.3.0 */ public float[] toFloatArray() { if (isParallel()) return collect(DoubleCollector.toFloatArray()); java.util.Spliterator.OfDouble spliterator = spliterator(); long size = spliterator.getExactSizeIfKnown(); FloatBuffer buf; if (size >= 0 && size <= Integer.MAX_VALUE) { buf = new FloatBuffer((int) size); spliterator.forEachRemaining((DoubleConsumer) buf::addUnsafe); } else { buf = new FloatBuffer(); spliterator.forEachRemaining((DoubleConsumer) buf::add); } return buf.toArray(); } @Override public double reduce(double identity, DoubleBinaryOperator op) { if (context.fjp != null) return context.terminate(() -> stream().reduce(identity, op)); return stream().reduce(identity, op); } @Override public OptionalDouble reduce(DoubleBinaryOperator op) { if (context.fjp != null) return context.terminate(op, stream()::reduce); return stream().reduce(op); } /** * Folds the elements of this stream using the provided accumulation * function, going left to right. This is equivalent to: * * <pre> * {@code * boolean foundAny = false; * double result = 0; * for (double element : this stream) { * if (!foundAny) { * foundAny = true; * result = element; * } * else * result = accumulator.apply(result, element); * } * return foundAny ? OptionalDouble.of(result) : OptionalDouble.empty(); * } * </pre> * * <p> * This is a terminal operation. * * <p> * This method cannot take all the advantages of parallel streams as it must * process elements strictly left to right. If your accumulator function is * associative, consider using {@link #reduce(DoubleBinaryOperator)} method. * * <p> * For parallel stream it's not guaranteed that accumulator will always be * executed in the same thread. * * @param accumulator a * <a href="package-summary.html#NonInterference">non-interfering * </a>, <a href="package-summary.html#Statelessness">stateless</a> * function for incorporating an additional element into a result * @return the result of the folding * @see #foldLeft(double, DoubleBinaryOperator) * @see #reduce(DoubleBinaryOperator) * @since 0.4.0 */ public OptionalDouble foldLeft(DoubleBinaryOperator accumulator) { PrimitiveBox b = new PrimitiveBox(); forEachOrdered(t -> { if (b.b) b.d = accumulator.applyAsDouble(b.d, t); else { b.d = t; b.b = true; } }); return b.asDouble(); } /** * Folds the elements of this stream using the provided seed object and * accumulation function, going left to right. This is equivalent to: * * <pre> * {@code * double result = identity; * for (double element : this stream) * result = accumulator.apply(result, element) * return result; * } * </pre> * * <p> * This is a terminal operation. * * <p> * This method cannot take all the advantages of parallel streams as it must * process elements strictly left to right. If your accumulator function is * associative, consider using {@link #reduce(double, DoubleBinaryOperator)} * method. * * <p> * For parallel stream it's not guaranteed that accumulator will always be * executed in the same thread. * * @param seed the starting value * @param accumulator a * <a href="package-summary.html#NonInterference">non-interfering * </a>, <a href="package-summary.html#Statelessness">stateless</a> * function for incorporating an additional element into a result * @return the result of the folding * @see #reduce(double, DoubleBinaryOperator) * @see #foldLeft(DoubleBinaryOperator) * @since 0.4.0 */ public double foldLeft(double seed, DoubleBinaryOperator accumulator) { double[] box = new double[] { seed }; forEachOrdered(t -> box[0] = accumulator.applyAsDouble(box[0], t)); return box[0]; } /** * Produces an array containing cumulative results of applying the * accumulation function going left to right. * * <p> * This is a terminal operation. * * <p> * For parallel stream it's not guaranteed that accumulator will always be * executed in the same thread. * * <p> * This method cannot take all the advantages of parallel streams as it must * process elements strictly left to right. * * @param accumulator a * <a href="package-summary.html#NonInterference">non-interfering * </a>, <a href="package-summary.html#Statelessness">stateless</a> * function for incorporating an additional element into a result * @return the array where the first element is the first element of this * stream and every successor element is the result of applying * accumulator function to the previous array element and the * corresponding stream element. The resulting array has the same * length as this stream. * @see #foldLeft(DoubleBinaryOperator) * @since 0.5.1 */ public double[] scanLeft(DoubleBinaryOperator accumulator) { Spliterator.OfDouble spliterator = spliterator(); double size = spliterator.getExactSizeIfKnown(); DoubleBuffer buf = new DoubleBuffer(size >= 0 && size <= Integer.MAX_VALUE ? (int) size : INITIAL_SIZE); delegate(spliterator).forEachOrdered(i -> buf.add(buf.size == 0 ? i : accumulator.applyAsDouble(buf.data[buf.size - 1], i))); return buf.toArray(); } /** * Produces an array containing cumulative results of applying the * accumulation function going left to right using given seed value. * * <p> * This is a terminal operation. * * <p> * For parallel stream it's not guaranteed that accumulator will always be * executed in the same thread. * * <p> * This method cannot take all the advantages of parallel streams as it must * process elements strictly left to right. * * @param seed the starting value * @param accumulator a * <a href="package-summary.html#NonInterference">non-interfering * </a>, <a href="package-summary.html#Statelessness">stateless</a> * function for incorporating an additional element into a result * @return the array where the first element is the seed and every successor * element is the result of applying accumulator function to the * previous array element and the corresponding stream element. The * resulting array is one element longer than this stream. * @see #foldLeft(double, DoubleBinaryOperator) * @since 0.5.1 */ public double[] scanLeft(double seed, DoubleBinaryOperator accumulator) { return prepend(seed).scanLeft(accumulator); } /** * {@inheritDoc} * * @see #collect(DoubleCollector) */ @Override public <R> R collect(Supplier<R> supplier, ObjDoubleConsumer<R> accumulator, BiConsumer<R, R> combiner) { if (context.fjp != null) return context.terminate(() -> stream().collect(supplier, accumulator, combiner)); return stream().collect(supplier, accumulator, combiner); } /** * Performs a mutable reduction operation on the elements of this stream * using an {@link DoubleCollector} which encapsulates the supplier, * accumulator and merger functions making easier to reuse collection * strategies. * * <p> * Like {@link #reduce(double, DoubleBinaryOperator)}, {@code collect} * operations can be parallelized without requiring additional * synchronization. * * <p> * This is a terminal operation. * * @param <A> the intermediate accumulation type of the * {@code DoubleCollector} * @param <R> type of the result * @param collector the {@code DoubleCollector} describing the reduction * @return the result of the reduction * @see #collect(Supplier, ObjDoubleConsumer, BiConsumer) * @since 0.3.0 */ @SuppressWarnings("unchecked") public <A, R> R collect(DoubleCollector<A, R> collector) { if (collector.characteristics().contains(Collector.Characteristics.IDENTITY_FINISH)) return (R) collect(collector.supplier(), collector.doubleAccumulator(), collector.merger()); return collector.finisher().apply(collect(collector.supplier(), collector.doubleAccumulator(), collector .merger())); } @Override public double sum() { if (context.fjp != null) return context.terminate(stream()::sum); return stream().sum(); } @Override public OptionalDouble min() { return reduce(Math::min); } /** * Returns the minimum element of this stream according to the provided * {@code Comparator}. * * <p> * This is a terminal operation. * * @param comparator a non-interfering, stateless {@link Comparator} to * compare elements of this stream * @return an {@code OptionalDouble} describing the minimum element of this * stream, or an empty {@code OptionalDouble} if the stream is empty * @since 0.1.2 */ public OptionalDouble min(Comparator<Double> comparator) { return reduce((a, b) -> comparator.compare(a, b) > 0 ? b : a); } /** * Returns the minimum element of this stream according to the provided key * extractor function. * * <p> * This is a terminal operation. * * @param <V> the type of the {@code Comparable} sort key * @param keyExtractor a non-interfering, stateless function * @return an {@code OptionalDouble} describing the first element of this * stream for which the lowest value was returned by key extractor, * or an empty {@code OptionalDouble} if the stream is empty * @since 0.1.2 */ public <V extends Comparable<? super V>> OptionalDouble minBy(DoubleFunction<V> keyExtractor) { ObjDoubleBox<V> result = collect(() -> new ObjDoubleBox<>(null, 0), (box, i) -> { V val = Objects.requireNonNull(keyExtractor.apply(i)); if (box.a == null || box.a.compareTo(val) > 0) { box.a = val; box.b = i; } }, (box1, box2) -> { if (box2.a != null && (box1.a == null || box1.a.compareTo(box2.a) > 0)) { box1.a = box2.a; box1.b = box2.b; } }); return result.a == null ? OptionalDouble.empty() : OptionalDouble.of(result.b); } /** * Returns the minimum element of this stream according to the provided key * extractor function. * * <p> * This is a terminal operation. * * @param keyExtractor a non-interfering, stateless function * @return an {@code OptionalDouble} describing the first element of this * stream for which the lowest value was returned by key extractor, * or an empty {@code OptionalDouble} if the stream is empty * @since 0.1.2 */ public OptionalDouble minByInt(DoubleToIntFunction keyExtractor) { return collect(PrimitiveBox::new, (box, d) -> { int key = keyExtractor.applyAsInt(d); if (!box.b || box.i > key) { box.b = true; box.i = key; box.d = d; } }, PrimitiveBox.MIN_INT).asDouble(); } /** * Returns the minimum element of this stream according to the provided key * extractor function. * * <p> * This is a terminal operation. * * @param keyExtractor a non-interfering, stateless function * @return an {@code OptionalDouble} describing the first element of this * stream for which the lowest value was returned by key extractor, * or an empty {@code OptionalDouble} if the stream is empty * @since 0.1.2 */ public OptionalDouble minByLong(DoubleToLongFunction keyExtractor) { return collect(PrimitiveBox::new, (box, d) -> { long key = keyExtractor.applyAsLong(d); if (!box.b || box.l > key) { box.b = true; box.l = key; box.d = d; } }, PrimitiveBox.MIN_LONG).asDouble(); } /** * Returns the minimum element of this stream according to the provided key * extractor function. * * <p> * This is a terminal operation. * * @param keyExtractor a non-interfering, stateless function * @return an {@code OptionalDouble} describing the first element of this * stream for which the lowest value was returned by key extractor, * or an empty {@code OptionalDouble} if the stream is empty * @since 0.1.2 */ public OptionalDouble minByDouble(DoubleUnaryOperator keyExtractor) { double[] result = collect(() -> new double[3], (acc, d) -> { double key = keyExtractor.applyAsDouble(d); if (acc[2] == 0 || Double.compare(acc[1], key) > 0) { acc[0] = d; acc[1] = key; acc[2] = 1; } }, (acc1, acc2) -> { if (acc2[2] == 1 && (acc1[2] == 0 || Double.compare(acc1[1], acc2[1]) > 0)) System.arraycopy(acc2, 0, acc1, 0, 3); }); return result[2] == 1 ? OptionalDouble.of(result[0]) : OptionalDouble.empty(); } @Override public OptionalDouble max() { return reduce(Math::max); } /** * Returns the maximum element of this stream according to the provided * {@code Comparator}. * * <p> * This is a terminal operation. * * @param comparator a non-interfering, stateless {@link Comparator} to * compare elements of this stream * @return an {@code OptionalDouble} describing the maximum element of this * stream, or an empty {@code OptionalDouble} if the stream is empty */ public OptionalDouble max(Comparator<Double> comparator) { return reduce((a, b) -> comparator.compare(a, b) >= 0 ? a : b); } /** * Returns the maximum element of this stream according to the provided key * extractor function. * * <p> * This is a terminal operation. * * @param <V> the type of the {@code Comparable} sort key * @param keyExtractor a non-interfering, stateless function * @return an {@code OptionalDouble} describing the first element of this * stream for which the highest value was returned by key extractor, * or an empty {@code OptionalDouble} if the stream is empty * @since 0.1.2 */ public <V extends Comparable<? super V>> OptionalDouble maxBy(DoubleFunction<V> keyExtractor) { ObjDoubleBox<V> result = collect(() -> new ObjDoubleBox<>(null, 0), (box, i) -> { V val = Objects.requireNonNull(keyExtractor.apply(i)); if (box.a == null || box.a.compareTo(val) < 0) { box.a = val; box.b = i; } }, (box1, box2) -> { if (box2.a != null && (box1.a == null || box1.a.compareTo(box2.a) < 0)) { box1.a = box2.a; box1.b = box2.b; } }); return result.a == null ? OptionalDouble.empty() : OptionalDouble.of(result.b); } /** * Returns the maximum element of this stream according to the provided key * extractor function. * * <p> * This is a terminal operation. * * @param keyExtractor a non-interfering, stateless function * @return an {@code OptionalDouble} describing the first element of this * stream for which the highest value was returned by key extractor, * or an empty {@code OptionalDouble} if the stream is empty * @since 0.1.2 */ public OptionalDouble maxByInt(DoubleToIntFunction keyExtractor) { return collect(PrimitiveBox::new, (box, d) -> { int key = keyExtractor.applyAsInt(d); if (!box.b || box.i < key) { box.b = true; box.i = key; box.d = d; } }, PrimitiveBox.MAX_INT).asDouble(); } /** * Returns the maximum element of this stream according to the provided key * extractor function. * * <p> * This is a terminal operation. * * @param keyExtractor a non-interfering, stateless function * @return an {@code OptionalDouble} describing the first element of this * stream for which the highest value was returned by key extractor, * or an empty {@code OptionalDouble} if the stream is empty * @since 0.1.2 */ public OptionalDouble maxByLong(DoubleToLongFunction keyExtractor) { return collect(PrimitiveBox::new, (box, d) -> { long key = keyExtractor.applyAsLong(d); if (!box.b || box.l < key) { box.b = true; box.l = key; box.d = d; } }, PrimitiveBox.MAX_LONG).asDouble(); } /** * Returns the maximum element of this stream according to the provided key * extractor function. * * <p> * This is a terminal operation. * * @param keyExtractor a non-interfering, stateless function * @return an {@code OptionalDouble} describing the first element of this * stream for which the highest value was returned by key extractor, * or an empty {@code OptionalDouble} if the stream is empty * @since 0.1.2 */ public OptionalDouble maxByDouble(DoubleUnaryOperator keyExtractor) { double[] result = collect(() -> new double[3], (acc, d) -> { double key = keyExtractor.applyAsDouble(d); if (acc[2] == 0 || Double.compare(acc[1], key) < 0) { acc[0] = d; acc[1] = key; acc[2] = 1; } }, (acc1, acc2) -> { if (acc2[2] == 1 && (acc1[2] == 0 || Double.compare(acc1[1], acc2[1]) < 0)) System.arraycopy(acc2, 0, acc1, 0, 3); }); return result[2] == 1 ? OptionalDouble.of(result[0]) : OptionalDouble.empty(); } @Override public long count() { if (context.fjp != null) return context.terminate(stream()::count); return stream().count(); } @Override public OptionalDouble average() { if (context.fjp != null) return context.terminate(stream()::average); return stream().average(); } @Override public DoubleSummaryStatistics summaryStatistics() { return collect(DoubleSummaryStatistics::new, DoubleSummaryStatistics::accept, DoubleSummaryStatistics::combine); } @Override public boolean anyMatch(DoublePredicate predicate) { if (context.fjp != null) return context.terminate(predicate, stream()::anyMatch); return stream().anyMatch(predicate); } @Override public boolean allMatch(DoublePredicate predicate) { if (context.fjp != null) return context.terminate(predicate, stream()::allMatch); return stream().allMatch(predicate); } @Override public boolean noneMatch(DoublePredicate predicate) { return !anyMatch(predicate); } @Override public OptionalDouble findFirst() { if (context.fjp != null) return context.terminate(stream()::findFirst); return stream().findFirst(); } /** * Returns an {@link OptionalDouble} describing the first element of this * stream, which matches given predicate, or an empty {@code OptionalDouble} * if there's no matching element. * * <p> * This is a short-circuiting terminal operation. * * @param predicate a * <a href="package-summary.html#NonInterference">non-interfering * </a>, <a href="package-summary.html#Statelessness">stateless</a> * predicate which returned value should match * @return an {@code OptionalDouble} describing the first matching element * of this stream, or an empty {@code OptionalDouble} if there's no * matching element * @see #findFirst() */ public OptionalDouble findFirst(DoublePredicate predicate) { return filter(predicate).findFirst(); } @Override public OptionalDouble findAny() { if (context.fjp != null) return context.terminate(stream()::findAny); return stream().findAny(); } /** * Returns an {@link OptionalDouble} describing some element of the stream, * which matches given predicate, or an empty {@code OptionalDouble} if * there's no matching element. * * <p> * This is a short-circuiting terminal operation. * * <p> * The behavior of this operation is explicitly nondeterministic; it is free * to select any element in the stream. This is to allow for maximal * performance in parallel operations; the cost is that multiple invocations * on the same source may not return the same result. (If a stable result is * desired, use {@link #findFirst(DoublePredicate)} instead.) * * @param predicate a * <a href="package-summary.html#NonInterference">non-interfering * </a>, <a href="package-summary.html#Statelessness">stateless</a> * predicate which returned value should match * @return an {@code OptionalDouble} describing some matching element of * this stream, or an empty {@code OptionalDouble} if there's no * matching element * @see #findAny() * @see #findFirst(DoublePredicate) */ public OptionalDouble findAny(DoublePredicate predicate) { return filter(predicate).findAny(); } /** * Returns an {@link OptionalLong} describing the zero-based index of the * first element of this stream, which matches given predicate, or an empty * {@code OptionalLong} if there's no matching element. * * <p> * This is a short-circuiting terminal operation. * * @param predicate a * <a href="package-summary.html#NonInterference">non-interfering * </a>, <a href="package-summary.html#Statelessness">stateless</a> * predicate which returned value should match * @return an {@code OptionalLong} describing the index of the first * matching element of this stream, or an empty {@code OptionalLong} * if there's no matching element. * @see #findFirst(DoublePredicate) * @since 0.4.0 */ public OptionalLong indexOf(DoublePredicate predicate) { return boxed().indexOf(predicate::test); } @Override public StreamEx<Double> boxed() { return new StreamEx<>(stream().boxed(), context); } @Override public DoubleStreamEx sequential() { return (DoubleStreamEx) super.sequential(); } @Override public DoubleStreamEx parallel() { return (DoubleStreamEx) super.parallel(); } @Override public DoubleStreamEx parallel(ForkJoinPool fjp) { return (DoubleStreamEx) super.parallel(fjp); } @Override public OfDouble iterator() { return Spliterators.iterator(spliterator()); } /** * Returns a new {@code DoubleStreamEx} which is a concatenation of this * stream and the stream containing supplied values * * <p> * This is a <a href="package-summary.html#StreamOps">quasi-intermediate * operation</a>. * * @param values the values to append to the stream * @return the new stream */ public DoubleStreamEx append(double... values) { if (values.length == 0) return this; return new DoubleStreamEx(DoubleStream.concat(stream(), DoubleStream.of(values)), context); } /** * Creates a lazily concatenated stream whose elements are all the elements * of this stream followed by all the elements of the other stream. The * resulting stream is ordered if both of the input streams are ordered, and * parallel if either of the input streams is parallel. When the resulting * stream is closed, the close handlers for both input streams are invoked. * * @param other the other stream * @return this stream appended by the other stream * @see DoubleStream#concat(DoubleStream, DoubleStream) */ public DoubleStreamEx append(DoubleStream other) { return new DoubleStreamEx(DoubleStream.concat(stream(), other), context.combine(other)); } /** * Returns a new {@code DoubleStreamEx} which is a concatenation of the * stream containing supplied values and this stream * * <p> * This is a <a href="package-summary.html#StreamOps">quasi-intermediate * operation</a>. * * @param values the values to prepend to the stream * @return the new stream */ public DoubleStreamEx prepend(double... values) { if (values.length == 0) return this; return new DoubleStreamEx(DoubleStream.concat(DoubleStream.of(values), stream()), context); } /** * Creates a lazily concatenated stream whose elements are all the elements * of the other stream followed by all the elements of this stream. The * resulting stream is ordered if both of the input streams are ordered, and * parallel if either of the input streams is parallel. When the resulting * stream is closed, the close handlers for both input streams are invoked. * * @param other the other stream * @return this stream prepended by the other stream * @see DoubleStream#concat(DoubleStream, DoubleStream) */ public DoubleStreamEx prepend(DoubleStream other) { return new DoubleStreamEx(DoubleStream.concat(other, stream()), context.combine(other)); } /** * Returns a stream consisting of the results of applying the given function * to the every adjacent pair of elements of this stream. * * <p> * This is a <a href="package-summary.html#StreamOps">quasi-intermediate * operation</a>. * * <p> * The output stream will contain one element less than this stream. If this * stream contains zero or one element the output stream will be empty. * * @param mapper a non-interfering, stateless function to apply to each * adjacent pair of this stream elements. * @return the new stream * @since 0.2.1 */ public DoubleStreamEx pairMap(DoubleBinaryOperator mapper) { return delegate(new PairSpliterator.PSOfDouble(mapper, null, spliterator(), PairSpliterator.MODE_PAIRS)); } /** * Returns a {@link String} which is the concatenation of the results of * calling {@link String#valueOf(double)} on each element of this stream, * separated by the specified delimiter, in encounter order. * * <p> * This is a terminal operation. * * @param delimiter the delimiter to be used between each element * @return the result of concatenation. For empty input stream empty String * is returned. * @since 0.3.1 */ public String joining(CharSequence delimiter) { return collect(DoubleCollector.joining(delimiter)); } /** * Returns a {@link String} which is the concatenation of the results of * calling {@link String#valueOf(double)} on each element of this stream, * separated by the specified delimiter, with the specified prefix and * suffix in encounter order. * * <p> * This is a terminal operation. * * @param delimiter the delimiter to be used between each element * @param prefix the sequence of characters to be used at the beginning of * the joined result * @param suffix the sequence of characters to be used at the end of the * joined result * @return the result of concatenation. For empty input stream * {@code prefix + suffix} is returned. * @since 0.3.1 */ public String joining(CharSequence delimiter, CharSequence prefix, CharSequence suffix) { return collect(DoubleCollector.joining(delimiter, prefix, suffix)); } /** * Returns a stream consisting of all elements from this stream until the * first element which does not match the given predicate is found. * * <p> * This is a short-circuiting stateful operation. It can be either * <a href="package-summary.html#StreamOps">intermediate or * quasi-intermediate</a>. When using with JDK 1.9 or higher it calls the * corresponding JDK 1.9 implementation. When using with JDK 1.8 it uses own * implementation. * * <p> * While this operation is quite cheap for sequential stream, it can be * quite expensive on parallel pipelines. * * @param predicate a non-interfering, stateless predicate to apply to * elements. * @return the new stream. * @since 0.3.6 * @see #takeWhileInclusive(DoublePredicate) * @see #dropWhile(DoublePredicate) */ public DoubleStreamEx takeWhile(DoublePredicate predicate) { return VER_SPEC.callWhile(this, Objects.requireNonNull(predicate), false); } /** * Returns a stream consisting of all elements from this stream until the * first element which does not match the given predicate is found * (including the first mismatching element). * * <p> * This is a <a href="package-summary.html#StreamOps">quasi-intermediate * operation</a>. * * <p> * While this operation is quite cheap for sequential stream, it can be * quite expensive on parallel pipelines. * * @param predicate a non-interfering, stateless predicate to apply to * elements. * @return the new stream. * @since 0.5.5 * @see #takeWhile(DoublePredicate) */ public DoubleStreamEx takeWhileInclusive(DoublePredicate predicate) { Objects.requireNonNull(predicate); return delegate(new TakeDrop.TDOfDouble(spliterator(), false, true, predicate)); } /** * Returns a stream consisting of all elements from this stream starting * from the first element which does not match the given predicate. If the * predicate is true for all stream elements, an empty stream is returned. * * <p> * This is a stateful operation. It can be either * <a href="package-summary.html#StreamOps">intermediate or * quasi-intermediate</a>. When using with JDK 1.9 or higher it calls the * corresponding JDK 1.9 implementation. When using with JDK 1.8 it uses own * implementation. * * <p> * While this operation is quite cheap for sequential stream, it can be * quite expensive on parallel pipelines. * * @param predicate a non-interfering, stateless predicate to apply to * elements. * @return the new stream. * @since 0.3.6 */ public DoubleStreamEx dropWhile(DoublePredicate predicate) { return VER_SPEC.callWhile(this, Objects.requireNonNull(predicate), true); } /** * Returns a stream containing cumulative results of applying the * accumulation function going left to right. * * <p> * This is a stateful * <a href="package-summary.html#StreamOps">quasi-intermediate</a> * operation. * * <p> * This operation resembles {@link #scanLeft(DoubleBinaryOperator)}, but * unlike {@code scanLeft} this operation is intermediate and accumulation * function must be associative. * * <p> * This method cannot take all the advantages of parallel streams as it must * process elements strictly left to right. Using an unordered source or * removing the ordering constraint with {@link #unordered()} may improve * the parallel processing speed. * * @param op an <a href="package-summary.html#Associativity">associative</a> * , <a href="package-summary.html#NonInterference">non-interfering * </a>, <a href="package-summary.html#Statelessness">stateless</a> * function for computing the next element based on the previous one * @return the new stream. * @see #scanLeft(DoubleBinaryOperator) * @since 0.6.1 */ public DoubleStreamEx prefix(DoubleBinaryOperator op) { return delegate(new PrefixOps.OfDouble(spliterator(), op)); } // Necessary to generate proper JavaDoc // does not add overhead as it appears in bytecode anyways as bridge method @Override public <U> U chain(Function<? super DoubleStreamEx, U> mapper) { return mapper.apply(this); } /** * Returns an empty sequential {@code DoubleStreamEx}. * * @return an empty sequential stream */ public static DoubleStreamEx empty() { return of(Spliterators.emptyDoubleSpliterator()); } /** * Returns a sequential {@code DoubleStreamEx} containing a single element. * * @param element the single element * @return a singleton sequential stream */ public static DoubleStreamEx of(double element) { return of(new ConstSpliterator.OfDouble(element, 1, true)); } /** * Returns a sequential ordered {@code DoubleStreamEx} whose elements are * the specified values. * * @param elements the elements of the new stream * @return the new stream */ public static DoubleStreamEx of(double... elements) { return of(Arrays.spliterator(elements)); } /** * Returns a sequential {@link DoubleStreamEx} with the specified range of * the specified array as its source. * * @param array the array, assumed to be unmodified during use * @param startInclusive the first index to cover, inclusive * @param endExclusive index immediately past the last index to cover * @return an {@code DoubleStreamEx} for the array range * @throws ArrayIndexOutOfBoundsException if {@code startInclusive} is * negative, {@code endExclusive} is less than * {@code startInclusive}, or {@code endExclusive} is greater than * the array size * @since 0.1.1 * @see Arrays#stream(double[], int, int) */ public static DoubleStreamEx of(double[] array, int startInclusive, int endExclusive) { return of(Arrays.spliterator(array, startInclusive, endExclusive)); } /** * Returns a sequential ordered {@code DoubleStreamEx} whose elements are * the unboxed elements of supplied array. * * @param array the array to create the stream from. * @return the new stream * @see Arrays#stream(Object[]) * @since 0.5.0 */ public static DoubleStreamEx of(Double[] array) { return seq(Arrays.stream(array).mapToDouble(Double::doubleValue)); } /** * Returns a sequential ordered {@code DoubleStreamEx} whose elements are * the values in the supplied {@link java.nio.DoubleBuffer}. * * <p> * The resulting stream covers only a portion of {@code DoubleBuffer} * content which starts with {@linkplain Buffer#position() position} * (inclusive) and ends with {@linkplain Buffer#limit() limit} (exclusive). * Changes in position and limit after the stream creation don't affect the * stream. * * <p> * The resulting stream does not change the internal {@code DoubleBuffer} * state. * * @param buf the {@code DoubleBuffer} to create a stream from * @return the new stream * @since 0.6.2 */ public static DoubleStreamEx of(java.nio.DoubleBuffer buf) { return IntStreamEx.range(buf.position(), buf.limit()).mapToDouble(buf::get); } /** * Returns a sequential ordered {@code DoubleStreamEx} whose elements are * the specified float values casted to double. * * @param elements the elements of the new stream * @return the new stream * @since 0.2.0 */ public static DoubleStreamEx of(float... elements) { return of(elements, 0, elements.length); } /** * Returns a sequential {@link DoubleStreamEx} with the specified range of * the specified array as its source. Array values will be casted to double. * * @param array the array, assumed to be unmodified during use * @param startInclusive the first index to cover, inclusive * @param endExclusive index immediately past the last index to cover * @return an {@code IntStreamEx} for the array range * @throws ArrayIndexOutOfBoundsException if {@code startInclusive} is * negative, {@code endExclusive} is less than * {@code startInclusive}, or {@code endExclusive} is greater than * the array size * @since 0.2.0 */ public static DoubleStreamEx of(float[] array, int startInclusive, int endExclusive) { rangeCheck(array.length, startInclusive, endExclusive); return of(new RangeBasedSpliterator.OfFloat(startInclusive, endExclusive, array)); } /** * Returns a {@code DoubleStreamEx} object which wraps given * {@link DoubleStream}. * * <p> * The supplied stream must not be consumed or closed when this method is * called. No operation must be performed on the supplied stream after it's * wrapped. * * @param stream original stream * @return the wrapped stream * @since 0.0.8 */ public static DoubleStreamEx of(DoubleStream stream) { return stream instanceof DoubleStreamEx ? (DoubleStreamEx) stream : new DoubleStreamEx(stream, StreamContext.of(stream)); } /** * Returns a sequential {@link DoubleStreamEx} created from given * {@link java.util.Spliterator.OfDouble}. * * @param spliterator a spliterator to create the stream from. * @return the new stream * @since 0.3.4 */ public static DoubleStreamEx of(Spliterator.OfDouble spliterator) { return new DoubleStreamEx(spliterator, StreamContext.SEQUENTIAL); } /** * Returns a sequential, ordered {@link DoubleStreamEx} created from given * {@link java.util.PrimitiveIterator.OfDouble}. * * <p> * This method is roughly equivalent to * {@code DoubleStreamEx.of(Spliterators.spliteratorUnknownSize(iterator, ORDERED))} * , but may show better performance for parallel processing. * * <p> * Use this method only if you cannot provide better Stream source. * * @param iterator an iterator to create the stream from. * @return the new stream * @since 0.5.1 */ public static DoubleStreamEx of(PrimitiveIterator.OfDouble iterator) { return of(new UnknownSizeSpliterator.USOfDouble(iterator)); } /** * Returns a sequential {@code DoubleStreamEx} containing an * {@link OptionalDouble} value, if present, otherwise returns an empty * {@code DoubleStreamEx}. * * @param optional the optional to create a stream of * @return a stream with an {@code OptionalDouble} value if present, * otherwise an empty stream * @since 0.1.1 */ public static DoubleStreamEx of(OptionalDouble optional) { return optional.isPresent() ? of(optional.getAsDouble()) : empty(); } /** * Returns a sequential ordered {@code DoubleStreamEx} whose elements are * the unboxed elements of supplied collection. * * @param collection the collection to create the stream from. * @return the new stream * @see Collection#stream() */ public static DoubleStreamEx of(Collection<Double> collection) { return seq(collection.stream().mapToDouble(Double::doubleValue)); } /** * Returns an effectively unlimited stream of pseudorandom {@code double} * values, each between zero (inclusive) and one (exclusive) produced by * given {@link Random} object. * * <p> * A pseudorandom {@code double} value is generated as if it's the result of * calling the method {@link Random#nextDouble()}. * * @param random a {@link Random} object to produce the stream from * @return a stream of pseudorandom {@code double} values * @see Random#doubles() */ public static DoubleStreamEx of(Random random) { return seq(random.doubles()); } /** * Returns a stream producing the given {@code streamSize} number of * pseudorandom {@code double} values, each between zero (inclusive) and one * (exclusive) produced by given {@link Random} object. * * <p> * A pseudorandom {@code double} value is generated as if it's the result of * calling the method {@link Random#nextDouble()}. * * @param random a {@link Random} object to produce the stream from * @param streamSize the number of values to generate * @return a stream of pseudorandom {@code double} values * @see Random#doubles(long) */ public static DoubleStreamEx of(Random random, long streamSize) { return seq(random.doubles(streamSize)); } /** * Returns an effectively unlimited stream of pseudorandom {@code double} * values, each conforming to the given origin (inclusive) and bound * (exclusive) produced by given {@link Random} object. * * @param random a {@link Random} object to produce the stream from * @param randomNumberOrigin the origin (inclusive) of each random value * @param randomNumberBound the bound (exclusive) of each random value * @return a stream of pseudorandom {@code double} values, each with the * given origin (inclusive) and bound (exclusive) * @see Random#doubles(double, double) */ public static DoubleStreamEx of(Random random, double randomNumberOrigin, double randomNumberBound) { return seq(random.doubles(randomNumberOrigin, randomNumberBound)); } /** * Returns a stream producing the given {@code streamSize} number of * pseudorandom {@code double} values, each conforming to the given origin * (inclusive) and bound (exclusive) produced by given {@link Random} * object. * * @param random a {@link Random} object to produce the stream from * @param randomNumberOrigin the origin (inclusive) of each random value * @param randomNumberBound the bound (exclusive) of each random value * @param streamSize the number of values to generate * @return a stream of pseudorandom {@code double} values, each with the * given origin (inclusive) and bound (exclusive) * @see Random#doubles(long, double, double) */ public static DoubleStreamEx of(Random random, long streamSize, double randomNumberOrigin, double randomNumberBound) { return seq(random.doubles(streamSize, randomNumberOrigin, randomNumberBound)); } /** * Returns an infinite sequential ordered {@code DoubleStreamEx} produced by * iterative application of a function {@code f} to an initial element * {@code seed}, producing a stream consisting of {@code seed}, * {@code f(seed)}, {@code f(f(seed))}, etc. * * <p> * The first element (position {@code 0}) in the {@code DoubleStreamEx} will * be the provided {@code seed}. For {@code n > 0}, the element at position * {@code n}, will be the result of applying the function {@code f} to the * element at position {@code n - 1}. * * @param seed the initial element * @param f a function to be applied to to the previous element to produce a * new element * @return A new sequential {@code DoubleStream} * @see #iterate(double, DoublePredicate, DoubleUnaryOperator) */ public static DoubleStreamEx iterate(final double seed, final DoubleUnaryOperator f) { return iterate(seed, x -> true, f); } /** * Returns a sequential ordered {@code DoubleStreamEx} produced by iterative * application of a function to an initial element, conditioned on * satisfying the supplied predicate. The stream terminates as soon as the * predicate function returns false. * * <p> * {@code DoubleStreamEx.iterate} should produce the same sequence of * elements as produced by the corresponding for-loop: * * <pre>{@code * for (double index=seed; predicate.test(index); index = f.apply(index)) { * ... * } * }</pre> * * <p> * The resulting sequence may be empty if the predicate does not hold on the * seed value. Otherwise the first element will be the supplied seed value, * the next element (if present) will be the result of applying the function * f to the seed value, and so on iteratively until the predicate indicates * that the stream should terminate. * * @param seed the initial element * @param predicate a predicate to apply to elements to determine when the * stream must terminate. * @param f a function to be applied to the previous element to produce a * new element * @return a new sequential {@code DoubleStreamEx} * @see #iterate(double, DoubleUnaryOperator) * @since 0.6.0 */ public static DoubleStreamEx iterate(double seed, DoublePredicate predicate, DoubleUnaryOperator f) { Objects.requireNonNull(f); Objects.requireNonNull(predicate); Spliterator.OfDouble spliterator = new Spliterators.AbstractDoubleSpliterator(Long.MAX_VALUE, Spliterator.ORDERED | Spliterator.IMMUTABLE | Spliterator.NONNULL) { double prev; boolean started, finished; @Override public boolean tryAdvance(DoubleConsumer action) { Objects.requireNonNull(action); if (finished) return false; double t; if (started) t = f.applyAsDouble(prev); else { t = seed; started = true; } if (!predicate.test(t)) { finished = true; return false; } action.accept(prev = t); return true; } @Override public void forEachRemaining(DoubleConsumer action) { Objects.requireNonNull(action); if (finished) return; finished = true; double t = started ? f.applyAsDouble(prev) : seed; while (predicate.test(t)) { action.accept(t); t = f.applyAsDouble(t); } } }; return of(spliterator); } /** * Returns an infinite sequential unordered stream where each element is * generated by the provided {@code DoubleSupplier}. This is suitable for * generating constant streams, streams of random elements, etc. * * @param s the {@code DoubleSupplier} for generated elements * @return a new infinite sequential unordered {@code DoubleStreamEx} * @see DoubleStream#generate(DoubleSupplier) */ public static DoubleStreamEx generate(DoubleSupplier s) { return seq(DoubleStream.generate(s)); } /** * Return an ordered stream produced by consecutive calls of the supplied * producer until it returns false. * * <p> * The producer function may call the passed consumer any number of times * and return true if the producer should be called again or false * otherwise. It's guaranteed that the producer will not be called anymore, * once it returns false. * * <p> * This method is particularly useful when producer changes the mutable * object which should be left in known state after the full stream * consumption. Note however that if a short-circuiting operation is used, * then the final state of the mutable object cannot be guaranteed. * * @param producer a predicate which calls the passed consumer to emit * stream element(s) and returns true if it producer should be * applied again. * @return the new stream * @since 0.6.0 */ public static DoubleStreamEx produce(Predicate<DoubleConsumer> producer) { Box<DoubleEmitter> box = new Box<>(); return (box.a = action -> producer.test(action) ? box.a : null).stream(); } /** * Returns a sequential unordered {@code DoubleStreamEx} of given length * which elements are equal to supplied value. * * @param value the constant value * @param length the length of the stream * @return a new {@code DoubleStreamEx} * @since 0.1.2 */ public static DoubleStreamEx constant(double value, long length) { return of(new ConstSpliterator.OfDouble(value, length, false)); } /** * Returns a sequential {@code DoubleStreamEx} containing the results of * applying the given function to the corresponding pairs of values in given * two arrays. * * @param first the first array * @param second the second array * @param mapper a non-interfering, stateless function to apply to each pair * of the corresponding array elements. * @return a new {@code DoubleStreamEx} * @throws IllegalArgumentException if length of the arrays differs. * @since 0.2.1 */ public static DoubleStreamEx zip(double[] first, double[] second, DoubleBinaryOperator mapper) { return of(new RangeBasedSpliterator.ZipDouble(0, checkLength(first.length, second.length), mapper, first, second)); } /** * A helper interface to build a new stream by emitting elements and * creating new emitters in a chain. * * <p> * Using this interface it's possible to create custom sources which cannot * be easily expressed using * {@link DoubleStreamEx#iterate(double, DoubleUnaryOperator)} or * {@link DoubleStreamEx#generate(DoubleSupplier)}. * * @author Tagir Valeev * * @since 0.6.0 */ @FunctionalInterface public interface DoubleEmitter { /** * Calls the supplied consumer zero or more times to emit some elements, * then returns the next emitter which will emit more, or null if * nothing more to emit. * * <p> * Normally one element is emitted during the {@code next()} method * call. However, it's not restricted: you may emit as many elements as * you want, though in some cases if many elements were emitted they * might be buffered consuming additional memory. * * <p> * It's allowed not to emit anything (don't call the consumer). However * if you do this and return new emitter which also does not emit * anything, you will end up in endless loop. * * @param action consumer to be called to emit elements * @return next emitter or null */ DoubleEmitter next(DoubleConsumer action); /** * Returns the spliterator which covers all the elements emitted by this * emitter. * * @return the new spliterator */ default Spliterator.OfDouble spliterator() { return new EmitterSpliterator.OfDouble(this); } /** * Returns the stream which covers all the elements emitted by this * emitter. * * @return the new stream */ default DoubleStreamEx stream() { return of(spliterator()); } } }