All Downloads are FREE. Search and download functionalities are using the official Maven repository.

com.google.common.collect.ImmutableSet Maven / Gradle / Ivy

There is a newer version: 33.3.0-jre-r3
Show newest version
/*
 * Copyright (C) 2007 The Guava Authors
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
 * You may obtain a copy of the License at
 *
 * http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */

package com.google.common.collect;

import static com.google.common.base.Preconditions.checkArgument;
import static com.google.common.base.Preconditions.checkNotNull;
import static com.google.common.collect.CollectPreconditions.checkNonnegative;
import static java.util.Objects.requireNonNull;

import com.google.common.annotations.GwtCompatible;
import com.google.common.annotations.GwtIncompatible;
import com.google.common.annotations.J2ktIncompatible;
import com.google.common.annotations.VisibleForTesting;
import com.google.common.math.IntMath;
import com.google.common.primitives.Ints;
import com.google.errorprone.annotations.CanIgnoreReturnValue;
import com.google.errorprone.annotations.concurrent.LazyInit;
import com.google.j2objc.annotations.RetainedWith;
import java.io.InvalidObjectException;
import java.io.ObjectInputStream;
import java.io.Serializable;
import java.math.RoundingMode;
import java.util.Arrays;
import java.util.Collection;
import java.util.Collections;
import java.util.EnumSet;
import java.util.Iterator;
import java.util.Set;
import java.util.SortedSet;
import java.util.Spliterator;
import java.util.function.Consumer;
import java.util.stream.Collector;
import javax.annotation.CheckForNull;
import org.checkerframework.checker.nullness.qual.Nullable;

/**
 * A {@link Set} whose contents will never change, with many other important properties detailed at
 * {@link ImmutableCollection}.
 *
 * @since 2.0
 */
@GwtCompatible(serializable = true, emulated = true)
@SuppressWarnings("serial") // we're overriding default serialization
@ElementTypesAreNonnullByDefault
public abstract class ImmutableSet extends ImmutableCollection implements Set {
  static final int SPLITERATOR_CHARACTERISTICS =
      ImmutableCollection.SPLITERATOR_CHARACTERISTICS | Spliterator.DISTINCT;

  /**
   * Returns a {@code Collector} that accumulates the input elements into a new {@code
   * ImmutableSet}. Elements appear in the resulting set in the encounter order of the stream; if
   * the stream contains duplicates (according to {@link Object#equals(Object)}), only the first
   * duplicate in encounter order will appear in the result.
   *
   * @since 21.0
   */
  public static  Collector> toImmutableSet() {
    return CollectCollectors.toImmutableSet();
  }

  /**
   * Returns the empty immutable set. Preferred over {@link Collections#emptySet} for code
   * consistency, and because the return type conveys the immutability guarantee.
   *
   * 

Performance note: the instance returned is a singleton. */ @SuppressWarnings({"unchecked"}) // fully variant implementation (never actually produces any Es) public static ImmutableSet of() { return (ImmutableSet) RegularImmutableSet.EMPTY; } /** * Returns an immutable set containing {@code element}. Preferred over {@link * Collections#singleton} for code consistency, {@code null} rejection, and because the return * type conveys the immutability guarantee. */ public static ImmutableSet of(E element) { return new SingletonImmutableSet(element); } /* * TODO: b/315526394 - Skip the Builder entirely for the of(...) methods, since we don't need to * worry that we might trigger the fallback to the JDK-backed implementation? (The varargs one * _could_, so we could keep it as it is. Or we could convince ourselves that hash flooding is * unlikely in practice there, too.) */ /** * Returns an immutable set containing the given elements, minus duplicates, in the order each was * first specified. That is, if multiple elements are {@linkplain Object#equals equal}, all except * the first are ignored. */ public static ImmutableSet of(E e1, E e2) { return new RegularSetBuilderImpl(2).add(e1).add(e2).review().build(); } /** * Returns an immutable set containing the given elements, minus duplicates, in the order each was * first specified. That is, if multiple elements are {@linkplain Object#equals equal}, all except * the first are ignored. */ public static ImmutableSet of(E e1, E e2, E e3) { return new RegularSetBuilderImpl(3).add(e1).add(e2).add(e3).review().build(); } /** * Returns an immutable set containing the given elements, minus duplicates, in the order each was * first specified. That is, if multiple elements are {@linkplain Object#equals equal}, all except * the first are ignored. */ public static ImmutableSet of(E e1, E e2, E e3, E e4) { return new RegularSetBuilderImpl(4).add(e1).add(e2).add(e3).add(e4).review().build(); } /** * Returns an immutable set containing the given elements, minus duplicates, in the order each was * first specified. That is, if multiple elements are {@linkplain Object#equals equal}, all except * the first are ignored. */ public static ImmutableSet of(E e1, E e2, E e3, E e4, E e5) { return new RegularSetBuilderImpl(5).add(e1).add(e2).add(e3).add(e4).add(e5).review().build(); } /** * Returns an immutable set containing the given elements, minus duplicates, in the order each was * first specified. That is, if multiple elements are {@linkplain Object#equals equal}, all except * the first are ignored. * *

The array {@code others} must not be longer than {@code Integer.MAX_VALUE - 6}. * * @since 3.0 (source-compatible since 2.0) */ @SafeVarargs // For Eclipse. For internal javac we have disabled this pointless type of warning. public static ImmutableSet of(E e1, E e2, E e3, E e4, E e5, E e6, E... others) { checkArgument( others.length <= Integer.MAX_VALUE - 6, "the total number of elements must fit in an int"); SetBuilderImpl builder = new RegularSetBuilderImpl(6 + others.length); builder = builder.add(e1).add(e2).add(e3).add(e4).add(e5).add(e6); for (int i = 0; i < others.length; i++) { builder = builder.add(others[i]); } return builder.review().build(); } /** * Returns an immutable set containing each of {@code elements}, minus duplicates, in the order * each appears first in the source collection. * *

Performance note: This method will sometimes recognize that the actual copy operation * is unnecessary; for example, {@code copyOf(copyOf(anArrayList))} will copy the data only once. * This reduces the expense of habitually making defensive copies at API boundaries. However, the * precise conditions for skipping the copy operation are undefined. * * @throws NullPointerException if any of {@code elements} is null * @since 7.0 (source-compatible since 2.0) */ // This the best we could do to get copyOfEnumSet to compile in the mainline. // The suppression also covers the cast to E[], discussed below. // In the backport, we don't have those cases and thus don't need this suppression. // We keep it to minimize diffs. @SuppressWarnings("unchecked") public static ImmutableSet copyOf(Collection elements) { /* * TODO(lowasser): consider checking for ImmutableAsList here * TODO(lowasser): consider checking for Multiset here */ // Don't refer to ImmutableSortedSet by name so it won't pull in all that code if (elements instanceof ImmutableSet && !(elements instanceof SortedSet)) { @SuppressWarnings("unchecked") // all supported methods are covariant ImmutableSet set = (ImmutableSet) elements; if (!set.isPartialView()) { return set; } } else if (elements instanceof EnumSet) { return copyOfEnumSet((EnumSet) elements); } int size = elements.size(); if (size == 0) { // We avoid allocating anything. return of(); } // Collection.toArray() is required to contain only E instances, and all we do is read them. // TODO(cpovirk): Consider using Object[] anyway. E[] array = (E[]) elements.toArray(); /* * For a Set, we guess that it contains no duplicates. That's just a guess for purpose of * sizing; if the Set uses different equality semantics, it might contain duplicates according * to equals(), and we will deduplicate those properly, albeit at some cost in allocations. */ int expectedSize = elements instanceof Set ? array.length : estimatedSizeForUnknownDuplication(array.length); return fromArrayWithExpectedSize(array, expectedSize); } /** * Returns an immutable set containing each of {@code elements}, minus duplicates, in the order * each appears first in the source iterable. This method iterates over {@code elements} only * once. * *

Performance note: This method will sometimes recognize that the actual copy operation * is unnecessary; for example, {@code copyOf(copyOf(anArrayList))} should copy the data only * once. This reduces the expense of habitually making defensive copies at API boundaries. * However, the precise conditions for skipping the copy operation are undefined. * * @throws NullPointerException if any of {@code elements} is null */ public static ImmutableSet copyOf(Iterable elements) { return (elements instanceof Collection) ? copyOf((Collection) elements) : copyOf(elements.iterator()); } /** * Returns an immutable set containing each of {@code elements}, minus duplicates, in the order * each appears first in the source iterator. * * @throws NullPointerException if any of {@code elements} is null */ public static ImmutableSet copyOf(Iterator elements) { // We special-case for 0 or 1 elements, but anything further is madness. if (!elements.hasNext()) { return of(); } E first = elements.next(); if (!elements.hasNext()) { return of(first); } else { return new ImmutableSet.Builder().add(first).addAll(elements).build(); } } /** * Returns an immutable set containing each of {@code elements}, minus duplicates, in the order * each appears first in the source array. * * @throws NullPointerException if any of {@code elements} is null * @since 3.0 */ public static ImmutableSet copyOf(E[] elements) { return fromArrayWithExpectedSize(elements, estimatedSizeForUnknownDuplication(elements.length)); } private static ImmutableSet fromArrayWithExpectedSize(E[] elements, int expectedSize) { switch (elements.length) { case 0: return of(); case 1: return of(elements[0]); default: SetBuilderImpl builder = new RegularSetBuilderImpl(expectedSize); for (int i = 0; i < elements.length; i++) { builder = builder.add(elements[i]); } return builder.review().build(); } } @SuppressWarnings({"rawtypes", "unchecked"}) // necessary to compile against Java 8 private static ImmutableSet copyOfEnumSet(EnumSet enumSet) { return ImmutableEnumSet.asImmutable(EnumSet.copyOf((EnumSet) enumSet)); } ImmutableSet() {} /** Returns {@code true} if the {@code hashCode()} method runs quickly. */ boolean isHashCodeFast() { return false; } @Override public boolean equals(@CheckForNull Object object) { if (object == this) { return true; } if (object instanceof ImmutableSet && isHashCodeFast() && ((ImmutableSet) object).isHashCodeFast() && hashCode() != object.hashCode()) { return false; } return Sets.equalsImpl(this, object); } @Override public int hashCode() { return Sets.hashCodeImpl(this); } // This declaration is needed to make Set.iterator() and // ImmutableCollection.iterator() consistent. @Override public abstract UnmodifiableIterator iterator(); @GwtCompatible abstract static class CachingAsList extends ImmutableSet { @LazyInit @RetainedWith @CheckForNull private transient ImmutableList asList; @Override public ImmutableList asList() { ImmutableList result = asList; if (result == null) { return asList = createAsList(); } else { return result; } } ImmutableList createAsList() { return new RegularImmutableAsList(this, toArray()); } // redeclare to help optimizers with b/310253115 @SuppressWarnings("RedundantOverride") @Override @J2ktIncompatible // serialization @GwtIncompatible // serialization Object writeReplace() { return super.writeReplace(); } } abstract static class Indexed extends CachingAsList { abstract E get(int index); @Override public UnmodifiableIterator iterator() { return asList().iterator(); } @Override public Spliterator spliterator() { return CollectSpliterators.indexed(size(), SPLITERATOR_CHARACTERISTICS, this::get); } @Override public void forEach(Consumer consumer) { checkNotNull(consumer); int n = size(); for (int i = 0; i < n; i++) { consumer.accept(get(i)); } } @Override int copyIntoArray(@Nullable Object[] dst, int offset) { return asList().copyIntoArray(dst, offset); } @Override ImmutableList createAsList() { return new ImmutableAsList() { @Override public E get(int index) { return Indexed.this.get(index); } @Override Indexed delegateCollection() { return Indexed.this; } // redeclare to help optimizers with b/310253115 @SuppressWarnings("RedundantOverride") @Override @J2ktIncompatible // serialization @GwtIncompatible // serialization Object writeReplace() { return super.writeReplace(); } }; } // redeclare to help optimizers with b/310253115 @SuppressWarnings("RedundantOverride") @Override @J2ktIncompatible // serialization @GwtIncompatible // serialization Object writeReplace() { return super.writeReplace(); } } /* * This class is used to serialize all ImmutableSet instances, except for * ImmutableEnumSet/ImmutableSortedSet, regardless of implementation type. It * captures their "logical contents" and they are reconstructed using public * static factories. This is necessary to ensure that the existence of a * particular implementation type is an implementation detail. */ @J2ktIncompatible // serialization private static class SerializedForm implements Serializable { final Object[] elements; SerializedForm(Object[] elements) { this.elements = elements; } Object readResolve() { return copyOf(elements); } private static final long serialVersionUID = 0; } @Override @J2ktIncompatible // serialization Object writeReplace() { return new SerializedForm(toArray()); } @J2ktIncompatible // serialization private void readObject(ObjectInputStream stream) throws InvalidObjectException { throw new InvalidObjectException("Use SerializedForm"); } /** * Returns a new builder. The generated builder is equivalent to the builder created by the {@link * Builder} constructor. */ public static Builder builder() { return new Builder(); } /** * Returns a new builder, expecting the specified number of distinct elements to be added. * *

If {@code expectedSize} is exactly the number of distinct elements added to the builder * before {@link Builder#build} is called, the builder is likely to perform better than an unsized * {@link #builder()} would have. * *

It is not specified if any performance benefits apply if {@code expectedSize} is close to, * but not exactly, the number of distinct elements added to the builder. * * @since 23.1 */ public static Builder builderWithExpectedSize(int expectedSize) { checkNonnegative(expectedSize, "expectedSize"); return new Builder(expectedSize); } /** * A builder for creating {@code ImmutableSet} instances. Example: * *

{@code
   * static final ImmutableSet GOOGLE_COLORS =
   *     ImmutableSet.builder()
   *         .addAll(WEBSAFE_COLORS)
   *         .add(new Color(0, 191, 255))
   *         .build();
   * }
* *

Elements appear in the resulting set in the same order they were first added to the builder. * *

Building does not change the state of the builder, so it is still possible to add more * elements and to build again. * * @since 2.0 */ public static class Builder extends ImmutableCollection.Builder { /* * `impl` is null only for instances of the subclass, ImmutableSortedSet.Builder. That subclass * overrides all the methods that access it here. Thus, all the methods here can safely assume * that this field is non-null. */ @CheckForNull private SetBuilderImpl impl; boolean forceCopy; public Builder() { this(0); } Builder(int capacity) { if (capacity > 0) { impl = new RegularSetBuilderImpl(capacity); } else { impl = EmptySetBuilderImpl.instance(); } } Builder(@SuppressWarnings("unused") boolean subclass) { this.impl = null; // unused } @VisibleForTesting void forceJdk() { requireNonNull(impl); // see the comment on the field this.impl = new JdkBackedSetBuilderImpl(impl); } final void copyIfNecessary() { if (forceCopy) { copy(); forceCopy = false; } } void copy() { requireNonNull(impl); // see the comment on the field impl = impl.copy(); } @Override @CanIgnoreReturnValue public Builder add(E element) { requireNonNull(impl); // see the comment on the field checkNotNull(element); copyIfNecessary(); impl = impl.add(element); return this; } @Override @CanIgnoreReturnValue public Builder add(E... elements) { super.add(elements); return this; } /** * Adds each element of {@code elements} to the {@code ImmutableSet}, ignoring duplicate * elements (only the first duplicate element is added). * * @param elements the elements to add * @return this {@code Builder} object * @throws NullPointerException if {@code elements} is null or contains a null element */ @Override @CanIgnoreReturnValue public Builder addAll(Iterable elements) { super.addAll(elements); return this; } @Override @CanIgnoreReturnValue public Builder addAll(Iterator elements) { super.addAll(elements); return this; } @CanIgnoreReturnValue Builder combine(Builder other) { requireNonNull(impl); requireNonNull(other.impl); /* * For discussion of requireNonNull, see the comment on the field. * * (And I don't believe there's any situation in which we call x.combine(y) when x is a plain * ImmutableSet.Builder but y is an ImmutableSortedSet.Builder (or vice versa). Certainly * ImmutableSortedSet.Builder.combine() is written as if its argument will never be a plain * ImmutableSet.Builder: It casts immediately to ImmutableSortedSet.Builder.) */ copyIfNecessary(); this.impl = this.impl.combine(other.impl); return this; } @Override public ImmutableSet build() { requireNonNull(impl); // see the comment on the field forceCopy = true; impl = impl.review(); return impl.build(); } } /** Swappable internal implementation of an ImmutableSet.Builder. */ private abstract static class SetBuilderImpl { // The first `distinct` elements are non-null. // Since we can never access null elements, we don't mark this nullable. E[] dedupedElements; int distinct; @SuppressWarnings("unchecked") SetBuilderImpl(int expectedCapacity) { this.dedupedElements = (E[]) new Object[expectedCapacity]; this.distinct = 0; } /** Initializes this SetBuilderImpl with a copy of the deduped elements array from toCopy. */ SetBuilderImpl(SetBuilderImpl toCopy) { this.dedupedElements = Arrays.copyOf(toCopy.dedupedElements, toCopy.dedupedElements.length); this.distinct = toCopy.distinct; } /** * Resizes internal data structures if necessary to store the specified number of distinct * elements. */ private void ensureCapacity(int minCapacity) { if (minCapacity > dedupedElements.length) { int newCapacity = ImmutableCollection.Builder.expandedCapacity(dedupedElements.length, minCapacity); dedupedElements = Arrays.copyOf(dedupedElements, newCapacity); } } /** Adds e to the insertion-order array of deduplicated elements. Calls ensureCapacity. */ final void addDedupedElement(E e) { ensureCapacity(distinct + 1); dedupedElements[distinct++] = e; } /** * Adds e to this SetBuilderImpl, returning the updated result. Only use the returned * SetBuilderImpl, since we may switch implementations if e.g. hash flooding is detected. */ abstract SetBuilderImpl add(E e); /** Adds all the elements from the specified SetBuilderImpl to this SetBuilderImpl. */ final SetBuilderImpl combine(SetBuilderImpl other) { SetBuilderImpl result = this; for (int i = 0; i < other.distinct; i++) { /* * requireNonNull is safe because we ensure that the first `distinct` elements have been * populated. */ result = result.add(requireNonNull(other.dedupedElements[i])); } return result; } /** * Creates a new copy of this SetBuilderImpl. Modifications to that SetBuilderImpl will not * affect this SetBuilderImpl or sets constructed from this SetBuilderImpl via build(). */ abstract SetBuilderImpl copy(); /** * Call this before build(). Does a final check on the internal data structures, e.g. shrinking * unnecessarily large structures or detecting previously unnoticed hash flooding. */ SetBuilderImpl review() { return this; } abstract ImmutableSet build(); } private static final class EmptySetBuilderImpl extends SetBuilderImpl { private static final EmptySetBuilderImpl INSTANCE = new EmptySetBuilderImpl<>(); @SuppressWarnings("unchecked") static SetBuilderImpl instance() { return (SetBuilderImpl) INSTANCE; } private EmptySetBuilderImpl() { super(0); } @Override SetBuilderImpl add(E e) { return new RegularSetBuilderImpl(Builder.DEFAULT_INITIAL_CAPACITY).add(e); } @Override SetBuilderImpl copy() { return this; } @Override ImmutableSet build() { return ImmutableSet.of(); } } // We use power-of-2 tables, and this is the highest int that's a power of 2 static final int MAX_TABLE_SIZE = Ints.MAX_POWER_OF_TWO; // Represents how tightly we can pack things, as a maximum. private static final double DESIRED_LOAD_FACTOR = 0.7; // If the set has this many elements, it will "max out" the table size private static final int CUTOFF = (int) (MAX_TABLE_SIZE * DESIRED_LOAD_FACTOR); /** * Returns an array size suitable for the backing array of a hash table that uses open addressing * with linear probing in its implementation. The returned size is the smallest power of two that * can hold setSize elements with the desired load factor. Always returns at least setSize + 2. */ // TODO(cpovirk): Move to Hashing or something, since it's used elsewhere in the Android version. static int chooseTableSize(int setSize) { setSize = Math.max(setSize, 2); // Correct the size for open addressing to match desired load factor. if (setSize < CUTOFF) { // Round up to the next highest power of 2. int tableSize = Integer.highestOneBit(setSize - 1) << 1; while (tableSize * DESIRED_LOAD_FACTOR < setSize) { tableSize <<= 1; } return tableSize; } // The table can't be completely full or we'll get infinite reprobes checkArgument(setSize < MAX_TABLE_SIZE, "collection too large"); return MAX_TABLE_SIZE; } /** * Default implementation of the guts of ImmutableSet.Builder, creating an open-addressed hash * table and deduplicating elements as they come, so it only allocates O(max(distinct, * expectedCapacity)) rather than O(calls to add). * *

This implementation attempts to detect hash flooding, and if it's identified, falls back to * JdkBackedSetBuilderImpl. */ private static final class RegularSetBuilderImpl extends SetBuilderImpl { // null until at least two elements are present @CheckForNull private @Nullable Object[] hashTable; private int maxRunBeforeFallback; private int expandTableThreshold; private int hashCode; RegularSetBuilderImpl(int expectedCapacity) { super(expectedCapacity); this.hashTable = null; this.maxRunBeforeFallback = 0; this.expandTableThreshold = 0; } RegularSetBuilderImpl(RegularSetBuilderImpl toCopy) { super(toCopy); this.hashTable = (toCopy.hashTable == null) ? null : toCopy.hashTable.clone(); this.maxRunBeforeFallback = toCopy.maxRunBeforeFallback; this.expandTableThreshold = toCopy.expandTableThreshold; this.hashCode = toCopy.hashCode; } @Override SetBuilderImpl add(E e) { checkNotNull(e); if (hashTable == null) { if (distinct == 0) { addDedupedElement(e); return this; } else { ensureTableCapacity(dedupedElements.length); E elem = dedupedElements[0]; distinct--; return insertInHashTable(elem).add(e); } } return insertInHashTable(e); } private SetBuilderImpl insertInHashTable(E e) { requireNonNull(hashTable); int eHash = e.hashCode(); int i0 = Hashing.smear(eHash); int mask = hashTable.length - 1; for (int i = i0; i - i0 < maxRunBeforeFallback; i++) { int index = i & mask; Object tableEntry = hashTable[index]; if (tableEntry == null) { addDedupedElement(e); hashTable[index] = e; hashCode += eHash; ensureTableCapacity(distinct); // rebuilds table if necessary return this; } else if (tableEntry.equals(e)) { // not a new element, ignore return this; } } // we fell out of the loop due to a long run; fall back to JDK impl return new JdkBackedSetBuilderImpl(this).add(e); } @Override SetBuilderImpl copy() { return new RegularSetBuilderImpl(this); } @Override SetBuilderImpl review() { if (hashTable == null) { return this; } int targetTableSize = chooseTableSize(distinct); if (targetTableSize * 2 < hashTable.length) { hashTable = rebuildHashTable(targetTableSize, dedupedElements, distinct); maxRunBeforeFallback = maxRunBeforeFallback(targetTableSize); expandTableThreshold = (int) (DESIRED_LOAD_FACTOR * targetTableSize); } return hashFloodingDetected(hashTable) ? new JdkBackedSetBuilderImpl(this) : this; } @Override ImmutableSet build() { switch (distinct) { case 0: return of(); case 1: /* * requireNonNull is safe because we ensure that the first `distinct` elements have been * populated. */ return of(requireNonNull(dedupedElements[0])); default: /* * The suppression is safe because we ensure that the first `distinct` elements have been * populated. */ @SuppressWarnings("nullness") Object[] elements = (distinct == dedupedElements.length) ? dedupedElements : Arrays.copyOf(dedupedElements, distinct); return new RegularImmutableSet( elements, hashCode, requireNonNull(hashTable), hashTable.length - 1); } } /** Builds a new open-addressed hash table from the first n objects in elements. */ static @Nullable Object[] rebuildHashTable(int newTableSize, Object[] elements, int n) { @Nullable Object[] hashTable = new @Nullable Object[newTableSize]; int mask = hashTable.length - 1; for (int i = 0; i < n; i++) { // requireNonNull is safe because we ensure that the first n elements have been populated. Object e = requireNonNull(elements[i]); int j0 = Hashing.smear(e.hashCode()); for (int j = j0; ; j++) { int index = j & mask; if (hashTable[index] == null) { hashTable[index] = e; break; } } } return hashTable; } void ensureTableCapacity(int minCapacity) { int newTableSize; if (hashTable == null) { newTableSize = chooseTableSize(minCapacity); hashTable = new Object[newTableSize]; } else if (minCapacity > expandTableThreshold && hashTable.length < MAX_TABLE_SIZE) { newTableSize = hashTable.length * 2; hashTable = rebuildHashTable(newTableSize, dedupedElements, distinct); } else { return; } maxRunBeforeFallback = maxRunBeforeFallback(newTableSize); expandTableThreshold = (int) (DESIRED_LOAD_FACTOR * newTableSize); } /** * We attempt to detect deliberate hash flooding attempts. If one is detected, we fall back to a * wrapper around j.u.HashSet, which has built-in flooding protection. MAX_RUN_MULTIPLIER was * determined experimentally to match our desired probability of false positives. */ // NB: yes, this is surprisingly high, but that's what the experiments said was necessary // Raising this number slows the worst-case contains behavior, speeds up hashFloodingDetected, // and reduces the false-positive probability. static final int MAX_RUN_MULTIPLIER = 13; /** * Checks the whole hash table for poor hash distribution. Takes O(n) in the worst case, O(n / * log n) on average. * *

The online hash flooding detecting in RegularSetBuilderImpl.add can detect e.g. many * exactly matching hash codes, which would cause construction to take O(n^2), but can't detect * e.g. hash codes adversarially designed to go into ascending table locations, which keeps * construction O(n) (as desired) but then can have O(n) queries later. * *

If this returns false, then no query can take more than O(log n). * *

Note that for a RegularImmutableSet with elements with truly random hash codes, contains * operations take expected O(1) time but with high probability take O(log n) for at least some * element. (https://en.wikipedia.org/wiki/Linear_probing#Analysis) * *

This method may return {@code true} even on truly random input, but {@code * ImmutableSetTest} tests that the probability of that is low. */ static boolean hashFloodingDetected(@Nullable Object[] hashTable) { int maxRunBeforeFallback = maxRunBeforeFallback(hashTable.length); int mask = hashTable.length - 1; // Invariant: all elements at indices in [knownRunStart, knownRunEnd) are nonnull. // If knownRunStart == knownRunEnd, this is vacuously true. // When knownRunEnd exceeds hashTable.length, it "wraps", detecting runs around the end // of the table. int knownRunStart = 0; int knownRunEnd = 0; outerLoop: while (knownRunStart < hashTable.length) { if (knownRunStart == knownRunEnd && hashTable[knownRunStart] == null) { if (hashTable[(knownRunStart + maxRunBeforeFallback - 1) & mask] == null) { // There are only maxRunBeforeFallback - 1 elements between here and there, // so even if they were all nonnull, we wouldn't detect a hash flood. Therefore, // we can skip them all. knownRunStart += maxRunBeforeFallback; } else { knownRunStart++; // the only case in which maxRunEnd doesn't increase by mRBF // happens about f * (1-f) for f = DESIRED_LOAD_FACTOR, so around 21% of the time } knownRunEnd = knownRunStart; } else { for (int j = knownRunStart + maxRunBeforeFallback - 1; j >= knownRunEnd; j--) { if (hashTable[j & mask] == null) { knownRunEnd = knownRunStart + maxRunBeforeFallback; knownRunStart = j + 1; continue outerLoop; } } return true; } } return false; } /** * If more than this many consecutive positions are filled in a table of the specified size, * report probable hash flooding. ({@link #hashFloodingDetected} may also report hash flooding * if fewer consecutive positions are filled; see that method for details.) */ static int maxRunBeforeFallback(int tableSize) { return MAX_RUN_MULTIPLIER * IntMath.log2(tableSize, RoundingMode.UNNECESSARY); } } /** * SetBuilderImpl version that uses a JDK HashSet, which has built in hash flooding protection. */ private static final class JdkBackedSetBuilderImpl extends SetBuilderImpl { private final Set delegate; JdkBackedSetBuilderImpl(SetBuilderImpl toCopy) { super(toCopy); // initializes dedupedElements and distinct delegate = Sets.newHashSetWithExpectedSize(distinct); for (int i = 0; i < distinct; i++) { /* * requireNonNull is safe because we ensure that the first `distinct` elements have been * populated. */ delegate.add(requireNonNull(dedupedElements[i])); } } @Override SetBuilderImpl add(E e) { checkNotNull(e); if (delegate.add(e)) { addDedupedElement(e); } return this; } @Override SetBuilderImpl copy() { return new JdkBackedSetBuilderImpl<>(this); } @Override ImmutableSet build() { switch (distinct) { case 0: return of(); case 1: /* * requireNonNull is safe because we ensure that the first `distinct` elements have been * populated. */ return of(requireNonNull(dedupedElements[0])); default: return new JdkBackedImmutableSet( delegate, ImmutableList.asImmutableList(dedupedElements, distinct)); } } } private static int estimatedSizeForUnknownDuplication(int inputElementsIncludingAnyDuplicates) { if (inputElementsIncludingAnyDuplicates < ImmutableCollection.Builder.DEFAULT_INITIAL_CAPACITY) { return inputElementsIncludingAnyDuplicates; } // Guess the size is "halfway between" all duplicates and no duplicates, on a log scale. return Math.max( ImmutableCollection.Builder.DEFAULT_INITIAL_CAPACITY, IntMath.sqrt(inputElementsIncludingAnyDuplicates, RoundingMode.CEILING)); } private static final long serialVersionUID = 0xcafebabe; }