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Java Standard Edition (SE)

IntStream


compact1, compact2, compact3
java.util.stream

Interface IntStream

  • All Superinterfaces:
    AutoCloseable, BaseStream<Integer,IntStream>


    public interface IntStream
    extends BaseStream<Integer,IntStream>
    A sequence of primitive int-valued elements supporting sequential and parallel aggregate operations. This is the int primitive specialization of Stream.

    The following example illustrates an aggregate operation using Stream and IntStream, computing the sum of the weights of the red widgets:

    
         int sum = widgets.stream()
                          .filter(w -> w.getColor() == RED)
                          .mapToInt(w -> w.getWeight())
                          .sum();
     
    See the class documentation for Stream and the package documentation for java.util.stream for additional specification of streams, stream operations, stream pipelines, and parallelism.
    Since:
    1.8
    See Also:
    Stream, java.util.stream
    • Nested Class Summary

      Nested Classes 
      Modifier and Type Interface and Description
      static interface  IntStream.Builder
      A mutable builder for an IntStream.
    • Method Summary

      All Methods Static Methods Instance Methods Abstract Methods Default Methods 
      Modifier and Type Method and Description
      boolean allMatch(IntPredicate predicate)
      Returns whether all elements of this stream match the provided predicate.
      boolean anyMatch(IntPredicate predicate)
      Returns whether any elements of this stream match the provided predicate.
      DoubleStream asDoubleStream()
      Returns a DoubleStream consisting of the elements of this stream, converted to double.
      LongStream asLongStream()
      Returns a LongStream consisting of the elements of this stream, converted to long.
      OptionalDouble average()
      Returns an OptionalDouble describing the arithmetic mean of elements of this stream, or an empty optional if this stream is empty.
      Stream<Integer> boxed()
      Returns a Stream consisting of the elements of this stream, each boxed to an Integer.
      static IntStream.Builder builder()
      Returns a builder for an IntStream.
      <R> R collect(Supplier<R> supplier, ObjIntConsumer<R> accumulator, BiConsumer<R,R> combiner)
      Performs a mutable reduction operation on the elements of this stream.
      static IntStream concat(IntStream a, IntStream b)
      Creates a lazily concatenated stream whose elements are all the elements of the first stream followed by all the elements of the second stream.
      long count()
      Returns the count of elements in this stream.
      IntStream distinct()
      Returns a stream consisting of the distinct elements of this stream.
      static IntStream empty()
      Returns an empty sequential IntStream.
      IntStream filter(IntPredicate predicate)
      Returns a stream consisting of the elements of this stream that match the given predicate.
      OptionalInt findAny()
      Returns an OptionalInt describing some element of the stream, or an empty OptionalInt if the stream is empty.
      OptionalInt findFirst()
      Returns an OptionalInt describing the first element of this stream, or an empty OptionalInt if the stream is empty.
      IntStream flatMap(IntFunction<? extends IntStream> mapper)
      Returns a stream 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.
      void forEach(IntConsumer action)
      Performs an action for each element of this stream.
      void forEachOrdered(IntConsumer action)
      Performs an action for each element of this stream, guaranteeing that each element is processed in encounter order for streams that have a defined encounter order.
      static IntStream generate(IntSupplier s)
      Returns an infinite sequential unordered stream where each element is generated by the provided IntSupplier.
      static IntStream iterate(int seed, IntUnaryOperator f)
      Returns an infinite sequential ordered IntStream produced by iterative application of a function f to an initial element seed, producing a Stream consisting of seed, f(seed), f(f(seed)), etc.
      PrimitiveIterator.OfInt iterator()
      Returns an iterator for the elements of this stream.
      IntStream limit(long maxSize)
      Returns a stream consisting of the elements of this stream, truncated to be no longer than maxSize in length.
      IntStream map(IntUnaryOperator mapper)
      Returns a stream consisting of the results of applying the given function to the elements of this stream.
      DoubleStream mapToDouble(IntToDoubleFunction mapper)
      Returns a DoubleStream consisting of the results of applying the given function to the elements of this stream.
      LongStream mapToLong(IntToLongFunction mapper)
      Returns a LongStream consisting of the results of applying the given function to the elements of this stream.
      <U> Stream<U> mapToObj(IntFunction<? extends U> mapper)
      Returns an object-valued Stream consisting of the results of applying the given function to the elements of this stream.
      OptionalInt max()
      Returns an OptionalInt describing the maximum element of this stream, or an empty optional if this stream is empty.
      OptionalInt min()
      Returns an OptionalInt describing the minimum element of this stream, or an empty optional if this stream is empty.
      boolean noneMatch(IntPredicate predicate)
      Returns whether no elements of this stream match the provided predicate.
      static IntStream of(int... values)
      Returns a sequential ordered stream whose elements are the specified values.
      static IntStream of(int t)
      Returns a sequential IntStream containing a single element.
      IntStream parallel()
      Returns an equivalent stream that is parallel.
      IntStream peek(IntConsumer action)
      Returns a stream consisting of the elements of this stream, additionally performing the provided action on each element as elements are consumed from the resulting stream.
      static IntStream range(int startInclusive, int endExclusive)
      Returns a sequential ordered IntStream from startInclusive (inclusive) to endExclusive (exclusive) by an incremental step of 1.
      static IntStream rangeClosed(int startInclusive, int endInclusive)
      Returns a sequential ordered IntStream from startInclusive (inclusive) to endInclusive (inclusive) by an incremental step of 1.
      OptionalInt reduce(IntBinaryOperator op)
      Performs a reduction on the elements of this stream, using an associative accumulation function, and returns an OptionalInt describing the reduced value, if any.
      int reduce(int identity, IntBinaryOperator op)
      Performs a reduction on the elements of this stream, using the provided identity value and an associative accumulation function, and returns the reduced value.
      IntStream sequential()
      Returns an equivalent stream that is sequential.
      IntStream skip(long n)
      Returns a stream consisting of the remaining elements of this stream after discarding the first n elements of the stream.
      IntStream sorted()
      Returns a stream consisting of the elements of this stream in sorted order.
      Spliterator.OfInt spliterator()
      Returns a spliterator for the elements of this stream.
      int sum()
      Returns the sum of elements in this stream.
      IntSummaryStatistics summaryStatistics()
      Returns an IntSummaryStatistics describing various summary data about the elements of this stream.
      int[] toArray()
      Returns an array containing the elements of this stream.
    • Method Detail

      • mapToObj

        <U> Stream<U> mapToObj(IntFunction<? extends U> mapper)
        Returns an object-valued Stream consisting of the results of applying the given function to the elements of this stream.

        This is an intermediate operation.

        Type Parameters:
        U - the element type of the new stream
        Parameters:
        mapper - a non-interfering, stateless function to apply to each element
        Returns:
        the new stream
      • flatMap

        IntStream flatMap(IntFunction<? extends IntStream> mapper)
        Returns a stream 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 null an empty stream is used, instead.)

        This is an intermediate operation.

        Parameters:
        mapper - a non-interfering, stateless function to apply to each element which produces an IntStream of new values
        Returns:
        the new stream
        See Also:
        Stream.flatMap(Function)
      • peek

        IntStream peek(IntConsumer action)
        Returns a stream consisting of the elements of this stream, additionally performing the provided action on each element as elements are consumed from the resulting stream.

        This is an intermediate operation.

        For parallel stream pipelines, the action may be called at whatever time and in whatever thread the element is made available by the upstream operation. If the action modifies shared state, it is responsible for providing the required synchronization.

        API Note:
        This method exists mainly to support debugging, where you want to see the elements as they flow past a certain point in a pipeline:
        
             IntStream.of(1, 2, 3, 4)
                 .filter(e -> e > 2)
                 .peek(e -> System.out.println("Filtered value: " + e))
                 .map(e -> e * e)
                 .peek(e -> System.out.println("Mapped value: " + e))
                 .sum();
         
        Parameters:
        action - a non-interfering action to perform on the elements as they are consumed from the stream
        Returns:
        the new stream
      • limit

        IntStream limit(long maxSize)
        Returns a stream consisting of the elements of this stream, truncated to be no longer than maxSize in length.

        This is a short-circuiting stateful intermediate operation.

        API Note:
        While limit() is generally a cheap operation on sequential stream pipelines, it can be quite expensive on ordered parallel pipelines, especially for large values of maxSize, since limit(n) is constrained to return not just any n elements, but the first n elements in the encounter order. Using an unordered stream source (such as generate(IntSupplier)) or removing the ordering constraint with BaseStream.unordered() may result in significant speedups of limit() in parallel pipelines, if the semantics of your situation permit. If consistency with encounter order is required, and you are experiencing poor performance or memory utilization with limit() in parallel pipelines, switching to sequential execution with sequential() may improve performance.
        Parameters:
        maxSize - the number of elements the stream should be limited to
        Returns:
        the new stream
        Throws:
        IllegalArgumentException - if maxSize is negative
      • skip

        IntStream skip(long n)
        Returns a stream consisting of the remaining elements of this stream after discarding the first n elements of the stream. If this stream contains fewer than n elements then an empty stream will be returned.

        This is a stateful intermediate operation.

        API Note:
        While skip() is generally a cheap operation on sequential stream pipelines, it can be quite expensive on ordered parallel pipelines, especially for large values of n, since skip(n) is constrained to skip not just any n elements, but the first n elements in the encounter order. Using an unordered stream source (such as generate(IntSupplier)) or removing the ordering constraint with BaseStream.unordered() may result in significant speedups of skip() in parallel pipelines, if the semantics of your situation permit. If consistency with encounter order is required, and you are experiencing poor performance or memory utilization with skip() in parallel pipelines, switching to sequential execution with sequential() may improve performance.
        Parameters:
        n - the number of leading elements to skip
        Returns:
        the new stream
        Throws:
        IllegalArgumentException - if n is negative
      • forEach

        void forEach(IntConsumer action)
        Performs an action for each element of this stream.

        This is a terminal operation.

        For parallel stream pipelines, this operation does not guarantee to respect the encounter order of the stream, as doing so would sacrifice the benefit of parallelism. For any given element, the action may be performed at whatever time and in whatever thread the library chooses. If the action accesses shared state, it is responsible for providing the required synchronization.

        Parameters:
        action - a non-interfering action to perform on the elements
      • forEachOrdered

        void forEachOrdered(IntConsumer action)
        Performs an action for each element of this stream, guaranteeing that each element is processed in encounter order for streams that have a defined encounter order.

        This is a terminal operation.

        Parameters:
        action - a non-interfering action to perform on the elements
        See Also:
        forEach(IntConsumer)
      • toArray

        int[] toArray()
        Returns an array containing the elements of this stream.

        This is a terminal operation.

        Returns:
        an array containing the elements of this stream
      • reduce

        int reduce(int identity,
                   IntBinaryOperator op)
        Performs a reduction on the elements of this stream, using the provided identity value and an associative accumulation function, and returns the reduced value. This is equivalent to:
        
             int result = identity;
             for (int element : this stream)
                 result = accumulator.applyAsInt(result, element)
             return result;
         
        but is not constrained to execute sequentially.

        The identity value must be an identity for the accumulator function. This means that for all x, accumulator.apply(identity, x) is equal to x. The accumulator function must be an associative function.

        This is a terminal operation.

        API Note:
        Sum, min, max, and average are all special cases of reduction. Summing a stream of numbers can be expressed as:
        
             int sum = integers.reduce(0, (a, b) -> a+b);
         
        or more compactly:
        
             int sum = integers.reduce(0, Integer::sum);
         

        While this may seem a more roundabout way to perform an aggregation compared to simply mutating a running total in a loop, reduction operations parallelize more gracefully, without needing additional synchronization and with greatly reduced risk of data races.

        Parameters:
        identity - the identity value for the accumulating function
        op - an associative, non-interfering, stateless function for combining two values
        Returns:
        the result of the reduction
        See Also:
        sum(), min(), max(), average()
      • reduce

        OptionalInt reduce(IntBinaryOperator op)
        Performs a reduction on the elements of this stream, using an associative accumulation function, and returns an OptionalInt describing the reduced value, if any. This is equivalent to:
        
             boolean foundAny = false;
             int result = null;
             for (int element : this stream) {
                 if (!foundAny) {
                     foundAny = true;
                     result = element;
                 }
                 else
                     result = accumulator.applyAsInt(result, element);
             }
             return foundAny ? OptionalInt.of(result) : OptionalInt.empty();
         
        but is not constrained to execute sequentially.

        The accumulator function must be an associative function.

        This is a terminal operation.

        Parameters:
        op - an associative, non-interfering, stateless function for combining two values
        Returns:
        the result of the reduction
        See Also:
        reduce(int, IntBinaryOperator)
      • collect

        <R> R collect(Supplier<R> supplier,
                      ObjIntConsumer<R> accumulator,
                      BiConsumer<R,R> combiner)
        Performs a mutable reduction operation on the elements of this stream. A mutable reduction is one in which the reduced value is a mutable result container, such as an ArrayList, and elements are incorporated by updating the state of the result rather than by replacing the result. This produces a result equivalent to:
        
             R result = supplier.get();
             for (int element : this stream)
                 accumulator.accept(result, element);
             return result;
         

        Like reduce(int, IntBinaryOperator), collect operations can be parallelized without requiring additional synchronization.

        This is a terminal operation.

        Type Parameters:
        R - type of the result
        Parameters:
        supplier - a function that creates a new result container. For a parallel execution, this function may be called multiple times and must return a fresh value each time.
        accumulator - an associative, non-interfering, stateless function for incorporating an additional element into a result
        combiner - an associative, non-interfering, stateless function for combining two values, which must be compatible with the accumulator function
        Returns:
        the result of the reduction
        See Also:
        Stream.collect(Supplier, BiConsumer, BiConsumer)
      • sum

        int sum()
        Returns the sum of elements in this stream. This is a special case of a reduction and is equivalent to:
        
             return reduce(0, Integer::sum);
         

        This is a terminal operation.

        Returns:
        the sum of elements in this stream
      • min

        OptionalInt min()
        Returns an OptionalInt describing the minimum element of this stream, or an empty optional if this stream is empty. This is a special case of a reduction and is equivalent to:
        
             return reduce(Integer::min);
         

        This is a terminal operation.

        Returns:
        an OptionalInt containing the minimum element of this stream, or an empty OptionalInt if the stream is empty
      • max

        OptionalInt max()
        Returns an OptionalInt describing the maximum element of this stream, or an empty optional if this stream is empty. This is a special case of a reduction and is equivalent to:
        
             return reduce(Integer::max);
         

        This is a terminal operation.

        Returns:
        an OptionalInt containing the maximum element of this stream, or an empty OptionalInt if the stream is empty
      • count

        long count()
        Returns the count of elements in this stream. This is a special case of a reduction and is equivalent to:
        
             return mapToLong(e -> 1L).sum();
         

        This is a terminal operation.

        Returns:
        the count of elements in this stream
      • average

        OptionalDouble average()
        Returns an OptionalDouble describing the arithmetic mean of elements of this stream, or an empty optional if this stream is empty. This is a special case of a reduction.

        This is a terminal operation.

        Returns:
        an OptionalDouble containing the average element of this stream, or an empty optional if the stream is empty
      • summaryStatistics

        IntSummaryStatistics summaryStatistics()
        Returns an IntSummaryStatistics describing various summary data about the elements of this stream. This is a special case of a reduction.

        This is a terminal operation.

        Returns:
        an IntSummaryStatistics describing various summary data about the elements of this stream
      • anyMatch

        boolean anyMatch(IntPredicate predicate)
        Returns whether any elements of this stream match the provided predicate. May not evaluate the predicate on all elements if not necessary for determining the result. If the stream is empty then false is returned and the predicate is not evaluated.

        This is a short-circuiting terminal operation.

        API Note:
        This method evaluates the existential quantification of the predicate over the elements of the stream (for some x P(x)).
        Parameters:
        predicate - a non-interfering, stateless predicate to apply to elements of this stream
        Returns:
        true if any elements of the stream match the provided predicate, otherwise false
      • allMatch

        boolean allMatch(IntPredicate predicate)
        Returns whether all elements of this stream match the provided predicate. May not evaluate the predicate on all elements if not necessary for determining the result. If the stream is empty then true is returned and the predicate is not evaluated.

        This is a short-circuiting terminal operation.

        API Note:
        This method evaluates the universal quantification of the predicate over the elements of the stream (for all x P(x)). If the stream is empty, the quantification is said to be vacuously satisfied and is always true (regardless of P(x)).
        Parameters:
        predicate - a non-interfering, stateless predicate to apply to elements of this stream
        Returns:
        true if either all elements of the stream match the provided predicate or the stream is empty, otherwise false
      • noneMatch

        boolean noneMatch(IntPredicate predicate)
        Returns whether no elements of this stream match the provided predicate. May not evaluate the predicate on all elements if not necessary for determining the result. If the stream is empty then true is returned and the predicate is not evaluated.

        This is a short-circuiting terminal operation.

        API Note:
        This method evaluates the universal quantification of the negated predicate over the elements of the stream (for all x ~P(x)). If the stream is empty, the quantification is said to be vacuously satisfied and is always true, regardless of P(x).
        Parameters:
        predicate - a non-interfering, stateless predicate to apply to elements of this stream
        Returns:
        true if either no elements of the stream match the provided predicate or the stream is empty, otherwise false
      • findFirst

        OptionalInt findFirst()
        Returns an OptionalInt describing the first element of this stream, or an empty OptionalInt if the stream is empty. If the stream has no encounter order, then any element may be returned.

        This is a short-circuiting terminal operation.

        Returns:
        an OptionalInt describing the first element of this stream, or an empty OptionalInt if the stream is empty
      • findAny

        OptionalInt findAny()
        Returns an OptionalInt describing some element of the stream, or an empty OptionalInt if the stream is empty.

        This is a short-circuiting terminal operation.

        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 findFirst() instead.)

        Returns:
        an OptionalInt describing some element of this stream, or an empty OptionalInt if the stream is empty
        See Also:
        findFirst()
      • asLongStream

        LongStream asLongStream()
        Returns a LongStream consisting of the elements of this stream, converted to long.

        This is an intermediate operation.

        Returns:
        a LongStream consisting of the elements of this stream, converted to long
      • asDoubleStream

        DoubleStream asDoubleStream()
        Returns a DoubleStream consisting of the elements of this stream, converted to double.

        This is an intermediate operation.

        Returns:
        a DoubleStream consisting of the elements of this stream, converted to double
      • boxed

        Stream<Integer> boxed()
        Returns a Stream consisting of the elements of this stream, each boxed to an Integer.

        This is an intermediate operation.

        Returns:
        a Stream consistent of the elements of this stream, each boxed to an Integer
      • sequential

        IntStream sequential()
        Description copied from interface: BaseStream
        Returns an equivalent stream that is sequential. May return itself, either because the stream was already sequential, or because the underlying stream state was modified to be sequential.

        This is an intermediate operation.

        Specified by:
        sequential in interface BaseStream<Integer,IntStream>
        Returns:
        a sequential stream
      • parallel

        IntStream parallel()
        Description copied from interface: BaseStream
        Returns an equivalent stream that is parallel. May return itself, either because the stream was already parallel, or because the underlying stream state was modified to be parallel.

        This is an intermediate operation.

        Specified by:
        parallel in interface BaseStream<Integer,IntStream>
        Returns:
        a parallel stream
      • builder

        static IntStream.Builder builder()
        Returns a builder for an IntStream.
        Returns:
        a stream builder
      • empty

        static IntStream empty()
        Returns an empty sequential IntStream.
        Returns:
        an empty sequential stream
      • of

        static IntStream of(int t)
        Returns a sequential IntStream containing a single element.
        Parameters:
        t - the single element
        Returns:
        a singleton sequential stream
      • of

        static IntStream of(int... values)
        Returns a sequential ordered stream whose elements are the specified values.
        Parameters:
        values - the elements of the new stream
        Returns:
        the new stream
      • iterate

        static IntStream iterate(int seed,
                                 IntUnaryOperator f)
        Returns an infinite sequential ordered IntStream produced by iterative application of a function f to an initial element seed, producing a Stream consisting of seed, f(seed), f(f(seed)), etc.

        The first element (position 0) in the IntStream will be the provided seed. For n > 0, the element at position n, will be the result of applying the function f to the element at position n - 1.

        Parameters:
        seed - the initial element
        f - a function to be applied to to the previous element to produce a new element
        Returns:
        A new sequential IntStream
      • generate

        static IntStream generate(IntSupplier s)
        Returns an infinite sequential unordered stream where each element is generated by the provided IntSupplier. This is suitable for generating constant streams, streams of random elements, etc.
        Parameters:
        s - the IntSupplier for generated elements
        Returns:
        a new infinite sequential unordered IntStream
      • range

        static IntStream range(int startInclusive,
                               int endExclusive)
        Returns a sequential ordered IntStream from startInclusive (inclusive) to endExclusive (exclusive) by an incremental step of 1.
        API Note:

        An equivalent sequence of increasing values can be produced sequentially using a for loop as follows:

        
             for (int i = startInclusive; i < endExclusive ; i++) { ... }
         
        Parameters:
        startInclusive - the (inclusive) initial value
        endExclusive - the exclusive upper bound
        Returns:
        a sequential IntStream for the range of int elements
      • rangeClosed

        static IntStream rangeClosed(int startInclusive,
                                     int endInclusive)
        Returns a sequential ordered IntStream from startInclusive (inclusive) to endInclusive (inclusive) by an incremental step of 1.
        API Note:

        An equivalent sequence of increasing values can be produced sequentially using a for loop as follows:

        
             for (int i = startInclusive; i <= endInclusive ; i++) { ... }
         
        Parameters:
        startInclusive - the (inclusive) initial value
        endInclusive - the inclusive upper bound
        Returns:
        a sequential IntStream for the range of int elements
      • concat

        static IntStream concat(IntStream a,
                                IntStream b)
        Creates a lazily concatenated stream whose elements are all the elements of the first stream followed by all the elements of the second 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.
        Implementation Note:
        Use caution when constructing streams from repeated concatenation. Accessing an element of a deeply concatenated stream can result in deep call chains, or even StackOverflowException.
        Parameters:
        a - the first stream
        b - the second stream
        Returns:
        the concatenation of the two input streams


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