abseil-cpp/absl/container/internal/raw_hash_set.h

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// Copyright 2018 The Abseil 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
//
//      https://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.
//
// An open-addressing
// hashtable with quadratic probing.
//
// This is a low level hashtable on top of which different interfaces can be
// implemented, like flat_hash_set, node_hash_set, string_hash_set, etc.
//
// The table interface is similar to that of std::unordered_set. Notable
// differences are that most member functions support heterogeneous keys when
// BOTH the hash and eq functions are marked as transparent. They do so by
// providing a typedef called `is_transparent`.
//
// When heterogeneous lookup is enabled, functions that take key_type act as if
// they have an overload set like:
//
//   iterator find(const key_type& key);
//   template <class K>
//   iterator find(const K& key);
//
//   size_type erase(const key_type& key);
//   template <class K>
//   size_type erase(const K& key);
//
//   std::pair<iterator, iterator> equal_range(const key_type& key);
//   template <class K>
//   std::pair<iterator, iterator> equal_range(const K& key);
//
// When heterogeneous lookup is disabled, only the explicit `key_type` overloads
// exist.
//
// find() also supports passing the hash explicitly:
//
//   iterator find(const key_type& key, size_t hash);
//   template <class U>
//   iterator find(const U& key, size_t hash);
//
// In addition the pointer to element and iterator stability guarantees are
// weaker: all iterators and pointers are invalidated after a new element is
// inserted.
//
// IMPLEMENTATION DETAILS
//
// # Table Layout
//
// A raw_hash_set's backing array consists of control bytes followed by slots
// that may or may not contain objects.
//
// The layout of the backing array, for `capacity` slots, is thus, as a
// pseudo-struct:
//
//   struct BackingArray {
//     // Control bytes for the "real" slots.
//     ctrl_t ctrl[capacity];
//     // Always `ctrl_t::kSentinel`. This is used by iterators to find when to
//     // stop and serves no other purpose.
//     ctrl_t sentinel;
//     // A copy of the first `kWidth - 1` elements of `ctrl`. This is used so
//     // that if a probe sequence picks a value near the end of `ctrl`,
//     // `Group` will have valid control bytes to look at.
//     ctrl_t clones[kWidth - 1];
//     // The actual slot data.
//     slot_type slots[capacity];
//   };
//
// The length of this array is computed by `AllocSize()` below.
//
// Control bytes (`ctrl_t`) are bytes (collected into groups of a
// platform-specific size) that define the state of the corresponding slot in
// the slot array. Group manipulation is tightly optimized to be as efficient
// as possible: SSE and friends on x86, clever bit operations on other arches.
//
//      Group 1         Group 2        Group 3
// +---------------+---------------+---------------+
// | | | | | | | | | | | | | | | | | | | | | | | | |
// +---------------+---------------+---------------+
//
// Each control byte is either a special value for empty slots, deleted slots
// (sometimes called *tombstones*), and a special end-of-table marker used by
// iterators, or, if occupied, seven bits (H2) from the hash of the value in the
// corresponding slot.
//
// Storing control bytes in a separate array also has beneficial cache effects,
// since more logical slots will fit into a cache line.
//
// # Hashing
//
// We compute two separate hashes, `H1` and `H2`, from the hash of an object.
// `H1(hash(x))` is an index into `slots`, and essentially the starting point
// for the probe sequence. `H2(hash(x))` is a 7-bit value used to filter out
// objects that cannot possibly be the one we are looking for.
//
// # Table operations.
//
// The key operations are `insert`, `find`, and `erase`.
//
// Since `insert` and `erase` are implemented in terms of `find`, we describe
// `find` first. To `find` a value `x`, we compute `hash(x)`. From
// `H1(hash(x))` and the capacity, we construct a `probe_seq` that visits every
// group of slots in some interesting order.
//
// We now walk through these indices. At each index, we select the entire group
// starting with that index and extract potential candidates: occupied slots
// with a control byte equal to `H2(hash(x))`. If we find an empty slot in the
// group, we stop and return an error. Each candidate slot `y` is compared with
// `x`; if `x == y`, we are done and return `&y`; otherwise we contine to the
// next probe index. Tombstones effectively behave like full slots that never
// match the value we're looking for.
//
// The `H2` bits ensure when we compare a slot to an object with `==`, we are
// likely to have actually found the object.  That is, the chance is low that
// `==` is called and returns `false`.  Thus, when we search for an object, we
// are unlikely to call `==` many times.  This likelyhood can be analyzed as
// follows (assuming that H2 is a random enough hash function).
//
// Let's assume that there are `k` "wrong" objects that must be examined in a
// probe sequence.  For example, when doing a `find` on an object that is in the
// table, `k` is the number of objects between the start of the probe sequence
// and the final found object (not including the final found object).  The
// expected number of objects with an H2 match is then `k/128`.  Measurements
// and analysis indicate that even at high load factors, `k` is less than 32,
// meaning that the number of "false positive" comparisons we must perform is
// less than 1/8 per `find`.
 
// `insert` is implemented in terms of `unchecked_insert`, which inserts a
// value presumed to not be in the table (violating this requirement will cause
// the table to behave erratically). Given `x` and its hash `hash(x)`, to insert
// it, we construct a `probe_seq` once again, and use it to find the first
// group with an unoccupied (empty *or* deleted) slot. We place `x` into the
// first such slot in the group and mark it as full with `x`'s H2.
//
// To `insert`, we compose `unchecked_insert` with `find`. We compute `h(x)` and
// perform a `find` to see if it's already present; if it is, we're done. If
// it's not, we may decide the table is getting overcrowded (i.e. the load
// factor is greater than 7/8 for big tables; `is_small()` tables use a max load
// factor of 1); in this case, we allocate a bigger array, `unchecked_insert`
// each element of the table into the new array (we know that no insertion here
// will insert an already-present value), and discard the old backing array. At
// this point, we may `unchecked_insert` the value `x`.
//
// Below, `unchecked_insert` is partly implemented by `prepare_insert`, which
// presents a viable, initialized slot pointee to the caller.
//
// `erase` is implemented in terms of `erase_at`, which takes an index to a
// slot. Given an offset, we simply create a tombstone and destroy its contents.
// If we can prove that the slot would not appear in a probe sequence, we can
// make the slot as empty, instead. We can prove this by observing that if a
// group has any empty slots, it has never been full (assuming we never create
// an empty slot in a group with no empties, which this heuristic guarantees we
// never do) and find would stop at this group anyways (since it does not probe
// beyond groups with empties).
//
// `erase` is `erase_at` composed with `find`: if we
// have a value `x`, we can perform a `find`, and then `erase_at` the resulting
// slot.
//
// To iterate, we simply traverse the array, skipping empty and deleted slots
// and stopping when we hit a `kSentinel`.
 
#ifndef ABSL_CONTAINER_INTERNAL_RAW_HASH_SET_H_
#define ABSL_CONTAINER_INTERNAL_RAW_HASH_SET_H_
 
#include <algorithm>
#include <cmath>
#include <cstdint>
#include <cstring>
#include <iterator>
#include <limits>
#include <memory>
#include <tuple>
#include <type_traits>
#include <utility>
 
#include "absl/base/config.h"
#include "absl/base/internal/endian.h"
#include "absl/base/internal/prefetch.h"
#include "absl/base/optimization.h"
#include "absl/base/port.h"
#include "absl/container/internal/common.h"
#include "absl/container/internal/compressed_tuple.h"
#include "absl/container/internal/container_memory.h"
#include "absl/container/internal/hash_policy_traits.h"
#include "absl/container/internal/hashtable_debug_hooks.h"
#include "absl/container/internal/hashtablez_sampler.h"
#include "absl/memory/memory.h"
#include "absl/meta/type_traits.h"
#include "absl/numeric/bits.h"
#include "absl/utility/utility.h"
 
#ifdef ABSL_INTERNAL_HAVE_SSE2
#include <emmintrin.h>
#endif
 
#ifdef ABSL_INTERNAL_HAVE_SSSE3
#include <tmmintrin.h>
#endif
 
#ifdef _MSC_VER
#include <intrin.h>
#endif
 
#ifdef ABSL_INTERNAL_HAVE_ARM_NEON
#include <arm_neon.h>
#endif
 
namespace absl {
ABSL_NAMESPACE_BEGIN
namespace container_internal {
 
template <typename AllocType>
void SwapAlloc(AllocType& lhs, AllocType& rhs,
               std::true_type /* propagate_on_container_swap */) {
  using std::swap;
  swap(lhs, rhs);
}
template <typename AllocType>
void SwapAlloc(AllocType& /*lhs*/, AllocType& /*rhs*/,
               std::false_type /* propagate_on_container_swap */) {}
 
// The state for a probe sequence.
//
// Currently, the sequence is a triangular progression of the form
//
//   p(i) := Width * (i^2 + i)/2 + hash (mod mask + 1)
//
// The use of `Width` ensures that each probe step does not overlap groups;
// the sequence effectively outputs the addresses of *groups* (although not
// necessarily aligned to any boundary). The `Group` machinery allows us
// to check an entire group with minimal branching.
//
// Wrapping around at `mask + 1` is important, but not for the obvious reason.
// As described above, the first few entries of the control byte array
// are mirrored at the end of the array, which `Group` will find and use
// for selecting candidates. However, when those candidates' slots are
// actually inspected, there are no corresponding slots for the cloned bytes,
// so we need to make sure we've treated those offsets as "wrapping around".
//
// It turns out that this probe sequence visits every group exactly once if the
// number of groups is a power of two, since (i^2+i)/2 is a bijection in
// Z/(2^m). See https://en.wikipedia.org/wiki/Quadratic_probing
template <size_t Width>
class probe_seq {
 public:
  // Creates a new probe sequence using `hash` as the initial value of the
  // sequence and `mask` (usually the capacity of the table) as the mask to
  // apply to each value in the progression.
  probe_seq(size_t hash, size_t mask) {
    assert(((mask + 1) & mask) == 0 && "not a mask");
    mask_ = mask;
    offset_ = hash & mask_;
  }
 
  // The offset within the table, i.e., the value `p(i)` above.
  size_t offset() const { return offset_; }
  size_t offset(size_t i) const { return (offset_ + i) & mask_; }
 
  void next() {
    index_ += Width;
    offset_ += index_;
    offset_ &= mask_;
  }
  // 0-based probe index, a multiple of `Width`.
  size_t index() const { return index_; }
 
 private:
  size_t mask_;
  size_t offset_;
  size_t index_ = 0;
};
 
template <class ContainerKey, class Hash, class Eq>
struct RequireUsableKey {
  template <class PassedKey, class... Args>
  std::pair<
      decltype(std::declval<const Hash&>()(std::declval<const PassedKey&>())),
      decltype(std::declval<const Eq&>()(std::declval<const ContainerKey&>(),
                                         std::declval<const PassedKey&>()))>*
  operator()(const PassedKey&, const Args&...) const;
};
 
template <class E, class Policy, class Hash, class Eq, class... Ts>
struct IsDecomposable : std::false_type {};
 
template <class Policy, class Hash, class Eq, class... Ts>
struct IsDecomposable<
    absl::void_t<decltype(Policy::apply(
        RequireUsableKey<typename Policy::key_type, Hash, Eq>(),
        std::declval<Ts>()...))>,
    Policy, Hash, Eq, Ts...> : std::true_type {};
 
// TODO(alkis): Switch to std::is_nothrow_swappable when gcc/clang supports it.
template <class T>
constexpr bool IsNoThrowSwappable(std::true_type = {} /* is_swappable */) {
  using std::swap;
  return noexcept(swap(std::declval<T&>(), std::declval<T&>()));
}
template <class T>
constexpr bool IsNoThrowSwappable(std::false_type /* is_swappable */) {
  return false;
}
 
template <typename T>
uint32_t TrailingZeros(T x) {
  ABSL_ASSUME(x != 0);
  return static_cast<uint32_t>(countr_zero(x));
}
 
// An abstract bitmask, such as that emitted by a SIMD instruction.
//
// Specifically, this type implements a simple bitset whose representation is
// controlled by `SignificantBits` and `Shift`. `SignificantBits` is the number
// of abstract bits in the bitset, while `Shift` is the log-base-two of the
// width of an abstract bit in the representation.
// This mask provides operations for any number of real bits set in an abstract
// bit. To add iteration on top of that, implementation must guarantee no more
// than one real bit is set in an abstract bit.
template <class T, int SignificantBits, int Shift = 0>
class NonIterableBitMask {
 public:
  explicit NonIterableBitMask(T mask) : mask_(mask) {}
 
  explicit operator bool() const { return this->mask_ != 0; }
 
  // Returns the index of the lowest *abstract* bit set in `self`.
  uint32_t LowestBitSet() const {
    return container_internal::TrailingZeros(mask_) >> Shift;
  }
 
  // Returns the index of the highest *abstract* bit set in `self`.
  uint32_t HighestBitSet() const {
    return static_cast<uint32_t>((bit_width(mask_) - 1) >> Shift);
  }
 
  // Return the number of trailing zero *abstract* bits.
  uint32_t TrailingZeros() const {
    return container_internal::TrailingZeros(mask_) >> Shift;
  }
 
  // Return the number of leading zero *abstract* bits.
  uint32_t LeadingZeros() const {
    constexpr int total_significant_bits = SignificantBits << Shift;
    constexpr int extra_bits = sizeof(T) * 8 - total_significant_bits;
    return static_cast<uint32_t>(countl_zero(mask_ << extra_bits)) >> Shift;
  }
 
  T mask_;
};
 
// Mask that can be iterable
//
// For example, when `SignificantBits` is 16 and `Shift` is zero, this is just
// an ordinary 16-bit bitset occupying the low 16 bits of `mask`. When
// `SignificantBits` is 8 and `Shift` is 3, abstract bits are represented as
// the bytes `0x00` and `0x80`, and it occupies all 64 bits of the bitmask.
//
// For example:
//   for (int i : BitMask<uint32_t, 16>(0b101)) -> yields 0, 2
//   for (int i : BitMask<uint64_t, 8, 3>(0x0000000080800000)) -> yields 2, 3
template <class T, int SignificantBits, int Shift = 0>
class BitMask : public NonIterableBitMask<T, SignificantBits, Shift> {
  using Base = NonIterableBitMask<T, SignificantBits, Shift>;
  static_assert(std::is_unsigned<T>::value, "");
  static_assert(Shift == 0 || Shift == 3, "");
 
 public:
  explicit BitMask(T mask) : Base(mask) {}
  // BitMask is an iterator over the indices of its abstract bits.
  using value_type = int;
  using iterator = BitMask;
  using const_iterator = BitMask;
 
  BitMask& operator++() {
    this->mask_ &= (this->mask_ - 1);
    return *this;
  }
 
  uint32_t operator*() const { return Base::LowestBitSet(); }
 
  BitMask begin() const { return *this; }
  BitMask end() const { return BitMask(0); }
 
 private:
  friend bool operator==(const BitMask& a, const BitMask& b) {
    return a.mask_ == b.mask_;
  }
  friend bool operator!=(const BitMask& a, const BitMask& b) {
    return a.mask_ != b.mask_;
  }
};
 
using h2_t = uint8_t;
 
// The values here are selected for maximum performance. See the static asserts
// below for details.
 
// A `ctrl_t` is a single control byte, which can have one of four
// states: empty, deleted, full (which has an associated seven-bit h2_t value)
// and the sentinel. They have the following bit patterns:
//
//      empty: 1 0 0 0 0 0 0 0
//    deleted: 1 1 1 1 1 1 1 0
//       full: 0 h h h h h h h  // h represents the hash bits.
//   sentinel: 1 1 1 1 1 1 1 1
//
// These values are specifically tuned for SSE-flavored SIMD.
// The static_asserts below detail the source of these choices.
//
// We use an enum class so that when strict aliasing is enabled, the compiler
// knows ctrl_t doesn't alias other types.
enum class ctrl_t : int8_t {
  kEmpty = -128,   // 0b10000000
  kDeleted = -2,   // 0b11111110
  kSentinel = -1,  // 0b11111111
};
static_assert(
    (static_cast<int8_t>(ctrl_t::kEmpty) &
     static_cast<int8_t>(ctrl_t::kDeleted) &
     static_cast<int8_t>(ctrl_t::kSentinel) & 0x80) != 0,
    "Special markers need to have the MSB to make checking for them efficient");
static_assert(
    ctrl_t::kEmpty < ctrl_t::kSentinel && ctrl_t::kDeleted < ctrl_t::kSentinel,
    "ctrl_t::kEmpty and ctrl_t::kDeleted must be smaller than "
    "ctrl_t::kSentinel to make the SIMD test of IsEmptyOrDeleted() efficient");
static_assert(
    ctrl_t::kSentinel == static_cast<ctrl_t>(-1),
    "ctrl_t::kSentinel must be -1 to elide loading it from memory into SIMD "
    "registers (pcmpeqd xmm, xmm)");
static_assert(ctrl_t::kEmpty == static_cast<ctrl_t>(-128),
              "ctrl_t::kEmpty must be -128 to make the SIMD check for its "
              "existence efficient (psignb xmm, xmm)");
static_assert(
    (~static_cast<int8_t>(ctrl_t::kEmpty) &
     ~static_cast<int8_t>(ctrl_t::kDeleted) &
     static_cast<int8_t>(ctrl_t::kSentinel) & 0x7F) != 0,
    "ctrl_t::kEmpty and ctrl_t::kDeleted must share an unset bit that is not "
    "shared by ctrl_t::kSentinel to make the scalar test for "
    "MaskEmptyOrDeleted() efficient");
static_assert(ctrl_t::kDeleted == static_cast<ctrl_t>(-2),
              "ctrl_t::kDeleted must be -2 to make the implementation of "
              "ConvertSpecialToEmptyAndFullToDeleted efficient");
 
ABSL_DLL extern const ctrl_t kEmptyGroup[16];
 
// Returns a pointer to a control byte group that can be used by empty tables.
inline ctrl_t* EmptyGroup() {
  // Const must be cast away here; no uses of this function will actually write
  // to it, because it is only used for empty tables.
  return const_cast<ctrl_t*>(kEmptyGroup);
}
 
// Mixes a randomly generated per-process seed with `hash` and `ctrl` to
// randomize insertion order within groups.
bool ShouldInsertBackwards(size_t hash, const ctrl_t* ctrl);
 
// Returns a per-table, hash salt, which changes on resize. This gets mixed into
// H1 to randomize iteration order per-table.
//
// The seed consists of the ctrl_ pointer, which adds enough entropy to ensure
// non-determinism of iteration order in most cases.
inline size_t PerTableSalt(const ctrl_t* ctrl) {
  // The low bits of the pointer have little or no entropy because of
  // alignment. We shift the pointer to try to use higher entropy bits. A
  // good number seems to be 12 bits, because that aligns with page size.
  return reinterpret_cast<uintptr_t>(ctrl) >> 12;
}
// Extracts the H1 portion of a hash: 57 bits mixed with a per-table salt.
inline size_t H1(size_t hash, const ctrl_t* ctrl) {
  return (hash >> 7) ^ PerTableSalt(ctrl);
}
 
// Extracts the H2 portion of a hash: the 7 bits not used for H1.
//
// These are used as an occupied control byte.
inline h2_t H2(size_t hash) { return hash & 0x7F; }
 
// Helpers for checking the state of a control byte.
inline bool IsEmpty(ctrl_t c) { return c == ctrl_t::kEmpty; }
inline bool IsFull(ctrl_t c) { return c >= static_cast<ctrl_t>(0); }
inline bool IsDeleted(ctrl_t c) { return c == ctrl_t::kDeleted; }
inline bool IsEmptyOrDeleted(ctrl_t c) { return c < ctrl_t::kSentinel; }
 
#ifdef ABSL_INTERNAL_HAVE_SSE2
// Quick reference guide for intrinsics used below:
//
// * __m128i: An XMM (128-bit) word.
//
// * _mm_setzero_si128: Returns a zero vector.
// * _mm_set1_epi8:     Returns a vector with the same i8 in each lane.
//
// * _mm_subs_epi8:    Saturating-subtracts two i8 vectors.
// * _mm_and_si128:    Ands two i128s together.
// * _mm_or_si128:     Ors two i128s together.
// * _mm_andnot_si128: And-nots two i128s together.
//
// * _mm_cmpeq_epi8: Component-wise compares two i8 vectors for equality,
//                   filling each lane with 0x00 or 0xff.
// * _mm_cmpgt_epi8: Same as above, but using > rather than ==.
//
// * _mm_loadu_si128:  Performs an unaligned load of an i128.
// * _mm_storeu_si128: Performs an unaligned store of an i128.
//
// * _mm_sign_epi8:     Retains, negates, or zeroes each i8 lane of the first
//                      argument if the corresponding lane of the second
//                      argument is positive, negative, or zero, respectively.
// * _mm_movemask_epi8: Selects the sign bit out of each i8 lane and produces a
//                      bitmask consisting of those bits.
// * _mm_shuffle_epi8:  Selects i8s from the first argument, using the low
//                      four bits of each i8 lane in the second argument as
//                      indices.
 
// https://github.com/abseil/abseil-cpp/issues/209
// https://gcc.gnu.org/bugzilla/show_bug.cgi?id=87853
// _mm_cmpgt_epi8 is broken under GCC with -funsigned-char
// Work around this by using the portable implementation of Group
// when using -funsigned-char under GCC.
inline __m128i _mm_cmpgt_epi8_fixed(__m128i a, __m128i b) {
#if defined(__GNUC__) && !defined(__clang__)
  if (std::is_unsigned<char>::value) {
    const __m128i mask = _mm_set1_epi8(0x80);
    const __m128i diff = _mm_subs_epi8(b, a);
    return _mm_cmpeq_epi8(_mm_and_si128(diff, mask), mask);
  }
#endif
  return _mm_cmpgt_epi8(a, b);
}
 
struct GroupSse2Impl {
  static constexpr size_t kWidth = 16;  // the number of slots per group
 
  explicit GroupSse2Impl(const ctrl_t* pos) {
    ctrl = _mm_loadu_si128(reinterpret_cast<const __m128i*>(pos));
  }
 
  // Returns a bitmask representing the positions of slots that match hash.
  BitMask<uint32_t, kWidth> Match(h2_t hash) const {
    auto match = _mm_set1_epi8(hash);
    return BitMask<uint32_t, kWidth>(
        static_cast<uint32_t>(_mm_movemask_epi8(_mm_cmpeq_epi8(match, ctrl))));
  }
 
  // Returns a bitmask representing the positions of empty slots.
  NonIterableBitMask<uint32_t, kWidth> MaskEmpty() const {
#ifdef ABSL_INTERNAL_HAVE_SSSE3
    // This only works because ctrl_t::kEmpty is -128.
    return NonIterableBitMask<uint32_t, kWidth>(
        static_cast<uint32_t>(_mm_movemask_epi8(_mm_sign_epi8(ctrl, ctrl))));
#else
    auto match = _mm_set1_epi8(static_cast<h2_t>(ctrl_t::kEmpty));
    return NonIterableBitMask<uint32_t, kWidth>(
        static_cast<uint32_t>(_mm_movemask_epi8(_mm_cmpeq_epi8(match, ctrl))));
#endif
  }
 
  // Returns a bitmask representing the positions of empty or deleted slots.
  NonIterableBitMask<uint32_t, kWidth> MaskEmptyOrDeleted() const {
    auto special = _mm_set1_epi8(static_cast<uint8_t>(ctrl_t::kSentinel));
    return NonIterableBitMask<uint32_t, kWidth>(static_cast<uint32_t>(
        _mm_movemask_epi8(_mm_cmpgt_epi8_fixed(special, ctrl))));
  }
 
  // Returns the number of trailing empty or deleted elements in the group.
  uint32_t CountLeadingEmptyOrDeleted() const {
    auto special = _mm_set1_epi8(static_cast<uint8_t>(ctrl_t::kSentinel));
    return TrailingZeros(static_cast<uint32_t>(
        _mm_movemask_epi8(_mm_cmpgt_epi8_fixed(special, ctrl)) + 1));
  }
 
  void ConvertSpecialToEmptyAndFullToDeleted(ctrl_t* dst) const {
    auto msbs = _mm_set1_epi8(static_cast<char>(-128));
    auto x126 = _mm_set1_epi8(126);
#ifdef ABSL_INTERNAL_HAVE_SSSE3
    auto res = _mm_or_si128(_mm_shuffle_epi8(x126, ctrl), msbs);
#else
    auto zero = _mm_setzero_si128();
    auto special_mask = _mm_cmpgt_epi8_fixed(zero, ctrl);
    auto res = _mm_or_si128(msbs, _mm_andnot_si128(special_mask, x126));
#endif
    _mm_storeu_si128(reinterpret_cast<__m128i*>(dst), res);
  }
 
  __m128i ctrl;
};
#endif  // ABSL_INTERNAL_RAW_HASH_SET_HAVE_SSE2
 
#if defined(ABSL_INTERNAL_HAVE_ARM_NEON) && defined(ABSL_IS_LITTLE_ENDIAN)
struct GroupAArch64Impl {
  static constexpr size_t kWidth = 8;
 
  explicit GroupAArch64Impl(const ctrl_t* pos) {
    ctrl = vld1_u8(reinterpret_cast<const uint8_t*>(pos));
  }
 
  BitMask<uint64_t, kWidth, 3> Match(h2_t hash) const {
    uint8x8_t dup = vdup_n_u8(hash);
    auto mask = vceq_u8(ctrl, dup);
    constexpr uint64_t msbs = 0x8080808080808080ULL;
    return BitMask<uint64_t, kWidth, 3>(
        vget_lane_u64(vreinterpret_u64_u8(mask), 0) & msbs);
  }
 
  NonIterableBitMask<uint64_t, kWidth, 3> MaskEmpty() const {
    uint64_t mask =
        vget_lane_u64(vreinterpret_u64_u8(
                          vceq_s8(vdup_n_s8(static_cast<h2_t>(ctrl_t::kEmpty)),
                                  vreinterpret_s8_u8(ctrl))),
                      0);
    return NonIterableBitMask<uint64_t, kWidth, 3>(mask);
  }
 
  NonIterableBitMask<uint64_t, kWidth, 3> MaskEmptyOrDeleted() const {
    uint64_t mask =
        vget_lane_u64(vreinterpret_u64_u8(vcgt_s8(
                          vdup_n_s8(static_cast<int8_t>(ctrl_t::kSentinel)),
                          vreinterpret_s8_u8(ctrl))),
                      0);
    return NonIterableBitMask<uint64_t, kWidth, 3>(mask);
  }
 
  uint32_t CountLeadingEmptyOrDeleted() const {
    uint64_t mask = vget_lane_u64(vreinterpret_u64_u8(ctrl), 0);
    // ctrl | ~(ctrl >> 7) will have the lowest bit set to zero for kEmpty and
    // kDeleted. We lower all other bits and count number of trailing zeros.
    // Clang and GCC optimize countr_zero to rbit+clz without any check for 0,
    // so we should be fine.
    constexpr uint64_t bits = 0x0101010101010101ULL;
    return countr_zero((mask | ~(mask >> 7)) & bits) >> 3;
  }
 
  void ConvertSpecialToEmptyAndFullToDeleted(ctrl_t* dst) const {
    uint64_t mask = vget_lane_u64(vreinterpret_u64_u8(ctrl), 0);
    constexpr uint64_t msbs = 0x8080808080808080ULL;
    constexpr uint64_t lsbs = 0x0101010101010101ULL;
    auto x = mask & msbs;
    auto res = (~x + (x >> 7)) & ~lsbs;
    little_endian::Store64(dst, res);
  }
 
  uint8x8_t ctrl;
};
#endif  // ABSL_INTERNAL_HAVE_ARM_NEON && ABSL_IS_LITTLE_ENDIAN
 
struct GroupPortableImpl {
  static constexpr size_t kWidth = 8;
 
  explicit GroupPortableImpl(const ctrl_t* pos)
      : ctrl(little_endian::Load64(pos)) {}
 
  BitMask<uint64_t, kWidth, 3> Match(h2_t hash) const {
    // For the technique, see:
    // http://graphics.stanford.edu/~seander/bithacks.html##ValueInWord
    // (Determine if a word has a byte equal to n).
    //
    // Caveat: there are false positives but:
    // - they only occur if there is a real match
    // - they never occur on ctrl_t::kEmpty, ctrl_t::kDeleted, ctrl_t::kSentinel
    // - they will be handled gracefully by subsequent checks in code
    //
    // Example:
    //   v = 0x1716151413121110
    //   hash = 0x12
    //   retval = (v - lsbs) & ~v & msbs = 0x0000000080800000
    constexpr uint64_t msbs = 0x8080808080808080ULL;
    constexpr uint64_t lsbs = 0x0101010101010101ULL;
    auto x = ctrl ^ (lsbs * hash);
    return BitMask<uint64_t, kWidth, 3>((x - lsbs) & ~x & msbs);
  }
 
  NonIterableBitMask<uint64_t, kWidth, 3> MaskEmpty() const {
    constexpr uint64_t msbs = 0x8080808080808080ULL;
    return NonIterableBitMask<uint64_t, kWidth, 3>((ctrl & (~ctrl << 6)) &
                                                   msbs);
  }
 
  NonIterableBitMask<uint64_t, kWidth, 3> MaskEmptyOrDeleted() const {
    constexpr uint64_t msbs = 0x8080808080808080ULL;
    return NonIterableBitMask<uint64_t, kWidth, 3>((ctrl & (~ctrl << 7)) &
                                                   msbs);
  }
 
  uint32_t CountLeadingEmptyOrDeleted() const {
    // ctrl | ~(ctrl >> 7) will have the lowest bit set to zero for kEmpty and
    // kDeleted. We lower all other bits and count number of trailing zeros.
    constexpr uint64_t bits = 0x0101010101010101ULL;
    return countr_zero((ctrl | ~(ctrl >> 7)) & bits) >> 3;
  }
 
  void ConvertSpecialToEmptyAndFullToDeleted(ctrl_t* dst) const {
    constexpr uint64_t msbs = 0x8080808080808080ULL;
    constexpr uint64_t lsbs = 0x0101010101010101ULL;
    auto x = ctrl & msbs;
    auto res = (~x + (x >> 7)) & ~lsbs;
    little_endian::Store64(dst, res);
  }
 
  uint64_t ctrl;
};
 
#ifdef ABSL_INTERNAL_HAVE_SSE2
using Group = GroupSse2Impl;
#elif defined(ABSL_INTERNAL_HAVE_ARM_NEON) && defined(ABSL_IS_LITTLE_ENDIAN)
using Group = GroupAArch64Impl;
#else
using Group = GroupPortableImpl;
#endif
 
// Returns he number of "cloned control bytes".
//
// This is the number of control bytes that are present both at the beginning
// of the control byte array and at the end, such that we can create a
// `Group::kWidth`-width probe window starting from any control byte.
constexpr size_t NumClonedBytes() { return Group::kWidth - 1; }
 
template <class Policy, class Hash, class Eq, class Alloc>
class raw_hash_set;
 
// Returns whether `n` is a valid capacity (i.e., number of slots).
//
// A valid capacity is a non-zero integer `2^m - 1`.
inline bool IsValidCapacity(size_t n) { return ((n + 1) & n) == 0 && n > 0; }
 
// Applies the following mapping to every byte in the control array:
//   * kDeleted -> kEmpty
//   * kEmpty -> kEmpty
//   * _ -> kDeleted
// PRECONDITION:
//   IsValidCapacity(capacity)
//   ctrl[capacity] == ctrl_t::kSentinel
//   ctrl[i] != ctrl_t::kSentinel for all i < capacity
void ConvertDeletedToEmptyAndFullToDeleted(ctrl_t* ctrl, size_t capacity);
 
// Converts `n` into the next valid capacity, per `IsValidCapacity`.
inline size_t NormalizeCapacity(size_t n) {
  return n ? ~size_t{} >> countl_zero(n) : 1;
}
 
// General notes on capacity/growth methods below:
// - We use 7/8th as maximum load factor. For 16-wide groups, that gives an
//   average of two empty slots per group.
// - For (capacity+1) >= Group::kWidth, growth is 7/8*capacity.
// - For (capacity+1) < Group::kWidth, growth == capacity. In this case, we
//   never need to probe (the whole table fits in one group) so we don't need a
//   load factor less than 1.
 
// Given `capacity`, applies the load factor; i.e., it returns the maximum
// number of values we should put into the table before a resizing rehash.
inline size_t CapacityToGrowth(size_t capacity) {
  assert(IsValidCapacity(capacity));
  // `capacity*7/8`
  if (Group::kWidth == 8 && capacity == 7) {
    // x-x/8 does not work when x==7.
    return 6;
  }
  return capacity - capacity / 8;
}
 
// Given `growth`, "unapplies" the load factor to find how large the capacity
// should be to stay within the load factor.
//
// This might not be a valid capacity and `NormalizeCapacity()` should be
// called on this.
inline size_t GrowthToLowerboundCapacity(size_t growth) {
  // `growth*8/7`
  if (Group::kWidth == 8 && growth == 7) {
    // x+(x-1)/7 does not work when x==7.
    return 8;
  }
  return growth + static_cast<size_t>((static_cast<int64_t>(growth) - 1) / 7);
}
 
template <class InputIter>
size_t SelectBucketCountForIterRange(InputIter first, InputIter last,
                                     size_t bucket_count) {
  if (bucket_count != 0) {
    return bucket_count;
  }
  using InputIterCategory =
      typename std::iterator_traits<InputIter>::iterator_category;
  if (std::is_base_of<std::random_access_iterator_tag,
                      InputIterCategory>::value) {
    return GrowthToLowerboundCapacity(
        static_cast<size_t>(std::distance(first, last)));
  }
  return 0;
}
 
#define ABSL_INTERNAL_ASSERT_IS_FULL(ctrl, msg) \
  ABSL_HARDENING_ASSERT((ctrl != nullptr && IsFull(*ctrl)) && msg)
 
inline void AssertIsValid(ctrl_t* ctrl) {
  ABSL_HARDENING_ASSERT(
      (ctrl == nullptr || IsFull(*ctrl)) &&
      "Invalid operation on iterator. The element might have "
      "been erased, the table might have rehashed, or this may "
      "be an end() iterator.");
}
 
struct FindInfo {
  size_t offset;
  size_t probe_length;
};
 
// Whether a table is "small". A small table fits entirely into a probing
// group, i.e., has a capacity < `Group::kWidth`.
//
// In small mode we are able to use the whole capacity. The extra control
// bytes give us at least one "empty" control byte to stop the iteration.
// This is important to make 1 a valid capacity.
//
// In small mode only the first `capacity` control bytes after the sentinel
// are valid. The rest contain dummy ctrl_t::kEmpty values that do not
// represent a real slot. This is important to take into account on
// `find_first_non_full()`, where we never try
// `ShouldInsertBackwards()` for small tables.
inline bool is_small(size_t capacity) { return capacity < Group::kWidth - 1; }
 
// Begins a probing operation on `ctrl`, using `hash`.
inline probe_seq<Group::kWidth> probe(const ctrl_t* ctrl, size_t hash,
                                      size_t capacity) {
  return probe_seq<Group::kWidth>(H1(hash, ctrl), capacity);
}
 
// Probes an array of control bits using a probe sequence derived from `hash`,
// and returns the offset corresponding to the first deleted or empty slot.
//
// Behavior when the entire table is full is undefined.
//
// NOTE: this function must work with tables having both empty and deleted
// slots in the same group. Such tables appear during `erase()`.
template <typename = void>
inline FindInfo find_first_non_full(const ctrl_t* ctrl, size_t hash,
                                    size_t capacity) {
  auto seq = probe(ctrl, hash, capacity);
  while (true) {
    Group g{ctrl + seq.offset()};
    auto mask = g.MaskEmptyOrDeleted();
    if (mask) {
#if !defined(NDEBUG)
      // We want to add entropy even when ASLR is not enabled.
      // In debug build we will randomly insert in either the front or back of
      // the group.
      // TODO(kfm,sbenza): revisit after we do unconditional mixing
      if (!is_small(capacity) && ShouldInsertBackwards(hash, ctrl)) {
        return {seq.offset(mask.HighestBitSet()), seq.index()};
      }
#endif
      return {seq.offset(mask.LowestBitSet()), seq.index()};
    }
    seq.next();
    assert(seq.index() <= capacity && "full table!");
  }
}
 
// Extern template for inline function keep possibility of inlining.
// When compiler decided to not inline, no symbols will be added to the
// corresponding translation unit.
extern template FindInfo find_first_non_full(const ctrl_t*, size_t, size_t);
 
// Sets `ctrl` to `{kEmpty, kSentinel, ..., kEmpty}`, marking the entire
// array as marked as empty.
inline void ResetCtrl(size_t capacity, ctrl_t* ctrl, const void* slot,
                      size_t slot_size) {
  std::memset(ctrl, static_cast<int8_t>(ctrl_t::kEmpty),
              capacity + 1 + NumClonedBytes());
  ctrl[capacity] = ctrl_t::kSentinel;
  SanitizerPoisonMemoryRegion(slot, slot_size * capacity);
}
 
// Sets `ctrl[i]` to `h`.
//
// Unlike setting it directly, this function will perform bounds checks and
// mirror the value to the cloned tail if necessary.
inline void SetCtrl(size_t i, ctrl_t h, size_t capacity, ctrl_t* ctrl,
                    const void* slot, size_t slot_size) {
  assert(i < capacity);
 
  auto* slot_i = static_cast<const char*>(slot) + i * slot_size;
  if (IsFull(h)) {
    SanitizerUnpoisonMemoryRegion(slot_i, slot_size);
  } else {
    SanitizerPoisonMemoryRegion(slot_i, slot_size);
  }
 
  ctrl[i] = h;
  ctrl[((i - NumClonedBytes()) & capacity) + (NumClonedBytes() & capacity)] = h;
}
 
// Overload for setting to an occupied `h2_t` rather than a special `ctrl_t`.
inline void SetCtrl(size_t i, h2_t h, size_t capacity, ctrl_t* ctrl,
                    const void* slot, size_t slot_size) {
  SetCtrl(i, static_cast<ctrl_t>(h), capacity, ctrl, slot, slot_size);
}
 
// Given the capacity of a table, computes the offset (from the start of the
// backing allocation) at which the slots begin.
inline size_t SlotOffset(size_t capacity, size_t slot_align) {
  assert(IsValidCapacity(capacity));
  const size_t num_control_bytes = capacity + 1 + NumClonedBytes();
  return (num_control_bytes + slot_align - 1) & (~slot_align + 1);
}
 
// Given the capacity of a table, computes the total size of the backing
// array.
inline size_t AllocSize(size_t capacity, size_t slot_size, size_t slot_align) {
  return SlotOffset(capacity, slot_align) + capacity * slot_size;
}
 
// A SwissTable.
//
// Policy: a policy defines how to perform different operations on
// the slots of the hashtable (see hash_policy_traits.h for the full interface
// of policy).
//
// Hash: a (possibly polymorphic) functor that hashes keys of the hashtable. The
// functor should accept a key and return size_t as hash. For best performance
// it is important that the hash function provides high entropy across all bits
// of the hash.
//
// Eq: a (possibly polymorphic) functor that compares two keys for equality. It
// should accept two (of possibly different type) keys and return a bool: true
// if they are equal, false if they are not. If two keys compare equal, then
// their hash values as defined by Hash MUST be equal.
//
// Allocator: an Allocator
// [https://en.cppreference.com/w/cpp/named_req/Allocator] with which
// the storage of the hashtable will be allocated and the elements will be
// constructed and destroyed.
template <class Policy, class Hash, class Eq, class Alloc>
class raw_hash_set {
  using PolicyTraits = hash_policy_traits<Policy>;
  using KeyArgImpl =
      KeyArg<IsTransparent<Eq>::value && IsTransparent<Hash>::value>;
 
 public:
  using init_type = typename PolicyTraits::init_type;
  using key_type = typename PolicyTraits::key_type;
  // TODO(sbenza): Hide slot_type as it is an implementation detail. Needs user
  // code fixes!
  using slot_type = typename PolicyTraits::slot_type;
  using allocator_type = Alloc;
  using size_type = size_t;
  using difference_type = ptrdiff_t;
  using hasher = Hash;
  using key_equal = Eq;
  using policy_type = Policy;
  using value_type = typename PolicyTraits::value_type;
  using reference = value_type&;
  using const_reference = const value_type&;
  using pointer = typename absl::allocator_traits<
      allocator_type>::template rebind_traits<value_type>::pointer;
  using const_pointer = typename absl::allocator_traits<
      allocator_type>::template rebind_traits<value_type>::const_pointer;
 
  // Alias used for heterogeneous lookup functions.
  // `key_arg<K>` evaluates to `K` when the functors are transparent and to
  // `key_type` otherwise. It permits template argument deduction on `K` for the
  // transparent case.
  template <class K>
  using key_arg = typename KeyArgImpl::template type<K, key_type>;
 
 private:
  // Give an early error when key_type is not hashable/eq.
  auto KeyTypeCanBeHashed(const Hash& h, const key_type& k) -> decltype(h(k));
  auto KeyTypeCanBeEq(const Eq& eq, const key_type& k) -> decltype(eq(k, k));
 
  using AllocTraits = absl::allocator_traits<allocator_type>;
  using SlotAlloc = typename absl::allocator_traits<
      allocator_type>::template rebind_alloc<slot_type>;
  using SlotAllocTraits = typename absl::allocator_traits<
      allocator_type>::template rebind_traits<slot_type>;
 
  static_assert(std::is_lvalue_reference<reference>::value,
                "Policy::element() must return a reference");
 
  template <typename T>
  struct SameAsElementReference
      : std::is_same<typename std::remove_cv<
                         typename std::remove_reference<reference>::type>::type,
                     typename std::remove_cv<
                         typename std::remove_reference<T>::type>::type> {};
 
  // An enabler for insert(T&&): T must be convertible to init_type or be the
  // same as [cv] value_type [ref].
  // Note: we separate SameAsElementReference into its own type to avoid using
  // reference unless we need to. MSVC doesn't seem to like it in some
  // cases.
  template <class T>
  using RequiresInsertable = typename std::enable_if<
      absl::disjunction<std::is_convertible<T, init_type>,
                        SameAsElementReference<T>>::value,
      int>::type;
 
  // RequiresNotInit is a workaround for gcc prior to 7.1.
  // See https://godbolt.org/g/Y4xsUh.
  template <class T>
  using RequiresNotInit =
      typename std::enable_if<!std::is_same<T, init_type>::value, int>::type;
 
  template <class... Ts>
  using IsDecomposable = IsDecomposable<void, PolicyTraits, Hash, Eq, Ts...>;
 
 public:
  static_assert(std::is_same<pointer, value_type*>::value,
                "Allocators with custom pointer types are not supported");
  static_assert(std::is_same<const_pointer, const value_type*>::value,
                "Allocators with custom pointer types are not supported");
 
  class iterator {
    friend class raw_hash_set;
 
   public:
    using iterator_category = std::forward_iterator_tag;
    using value_type = typename raw_hash_set::value_type;
    using reference =
        absl::conditional_t<PolicyTraits::constant_iterators::value,
                            const value_type&, value_type&>;
    using pointer = absl::remove_reference_t<reference>*;
    using difference_type = typename raw_hash_set::difference_type;
 
    iterator() {}
 
    // PRECONDITION: not an end() iterator.
    reference operator*() const {
      ABSL_INTERNAL_ASSERT_IS_FULL(ctrl_,
                                   "operator*() called on invalid iterator.");
      return PolicyTraits::element(slot_);
    }
 
    // PRECONDITION: not an end() iterator.
    pointer operator->() const {
      ABSL_INTERNAL_ASSERT_IS_FULL(ctrl_,
                                   "operator-> called on invalid iterator.");
      return &operator*();
    }
 
    // PRECONDITION: not an end() iterator.
    iterator& operator++() {
      ABSL_INTERNAL_ASSERT_IS_FULL(ctrl_,
                                   "operator++ called on invalid iterator.");
      ++ctrl_;
      ++slot_;
      skip_empty_or_deleted();
      return *this;
    }
    // PRECONDITION: not an end() iterator.
    iterator operator++(int) {
      auto tmp = *this;
      ++*this;
      return tmp;
    }
 
    friend bool operator==(const iterator& a, const iterator& b) {
      AssertIsValid(a.ctrl_);
      AssertIsValid(b.ctrl_);
      return a.ctrl_ == b.ctrl_;
    }
    friend bool operator!=(const iterator& a, const iterator& b) {
      return !(a == b);
    }
 
   private:
    iterator(ctrl_t* ctrl, slot_type* slot) : ctrl_(ctrl), slot_(slot) {
      // This assumption helps the compiler know that any non-end iterator is
      // not equal to any end iterator.
      ABSL_ASSUME(ctrl != nullptr);
    }
 
    // Fixes up `ctrl_` to point to a full by advancing it and `slot_` until
    // they reach one.
    //
    // If a sentinel is reached, we null both of them out instead.
    void skip_empty_or_deleted() {
      while (IsEmptyOrDeleted(*ctrl_)) {
        uint32_t shift = Group{ctrl_}.CountLeadingEmptyOrDeleted();
        ctrl_ += shift;
        slot_ += shift;
      }
      if (ABSL_PREDICT_FALSE(*ctrl_ == ctrl_t::kSentinel)) ctrl_ = nullptr;
    }
 
    ctrl_t* ctrl_ = nullptr;
    // To avoid uninitialized member warnings, put slot_ in an anonymous union.
    // The member is not initialized on singleton and end iterators.
    union {
      slot_type* slot_;
    };
  };
 
  class const_iterator {
    friend class raw_hash_set;
 
   public:
    using iterator_category = typename iterator::iterator_category;
    using value_type = typename raw_hash_set::value_type;
    using reference = typename raw_hash_set::const_reference;
    using pointer = typename raw_hash_set::const_pointer;
    using difference_type = typename raw_hash_set::difference_type;
 
    const_iterator() {}
    // Implicit construction from iterator.
    const_iterator(iterator i) : inner_(std::move(i)) {}
 
    reference operator*() const { return *inner_; }
    pointer operator->() const { return inner_.operator->(); }
 
    const_iterator& operator++() {
      ++inner_;
      return *this;
    }
    const_iterator operator++(int) { return inner_++; }
 
    friend bool operator==(const const_iterator& a, const const_iterator& b) {
      return a.inner_ == b.inner_;
    }
    friend bool operator!=(const const_iterator& a, const const_iterator& b) {
      return !(a == b);
    }
 
   private:
    const_iterator(const ctrl_t* ctrl, const slot_type* slot)
        : inner_(const_cast<ctrl_t*>(ctrl), const_cast<slot_type*>(slot)) {}
 
    iterator inner_;
  };
 
  using node_type = node_handle<Policy, hash_policy_traits<Policy>, Alloc>;
  using insert_return_type = InsertReturnType<iterator, node_type>;
 
  raw_hash_set() noexcept(
      std::is_nothrow_default_constructible<hasher>::value&&
          std::is_nothrow_default_constructible<key_equal>::value&&
              std::is_nothrow_default_constructible<allocator_type>::value) {}
 
  explicit raw_hash_set(size_t bucket_count, const hasher& hash = hasher(),
                        const key_equal& eq = key_equal(),
                        const allocator_type& alloc = allocator_type())
      : ctrl_(EmptyGroup()),
        settings_(0, HashtablezInfoHandle(), hash, eq, alloc) {
    if (bucket_count) {
      capacity_ = NormalizeCapacity(bucket_count);
      initialize_slots();
    }
  }
 
  raw_hash_set(size_t bucket_count, const hasher& hash,
               const allocator_type& alloc)
      : raw_hash_set(bucket_count, hash, key_equal(), alloc) {}
 
  raw_hash_set(size_t bucket_count, const allocator_type& alloc)
      : raw_hash_set(bucket_count, hasher(), key_equal(), alloc) {}
 
  explicit raw_hash_set(const allocator_type& alloc)
      : raw_hash_set(0, hasher(), key_equal(), alloc) {}
 
  template <class InputIter>
  raw_hash_set(InputIter first, InputIter last, size_t bucket_count = 0,
               const hasher& hash = hasher(), const key_equal& eq = key_equal(),
               const allocator_type& alloc = allocator_type())
      : raw_hash_set(SelectBucketCountForIterRange(first, last, bucket_count),
                     hash, eq, alloc) {
    insert(first, last);
  }
 
  template <class InputIter>
  raw_hash_set(InputIter first, InputIter last, size_t bucket_count,
               const hasher& hash, const allocator_type& alloc)
      : raw_hash_set(first, last, bucket_count, hash, key_equal(), alloc) {}
 
  template <class InputIter>
  raw_hash_set(InputIter first, InputIter last, size_t bucket_count,
               const allocator_type& alloc)
      : raw_hash_set(first, last, bucket_count, hasher(), key_equal(), alloc) {}
 
  template <class InputIter>
  raw_hash_set(InputIter first, InputIter last, const allocator_type& alloc)
      : raw_hash_set(first, last, 0, hasher(), key_equal(), alloc) {}
 
  // Instead of accepting std::initializer_list<value_type> as the first
  // argument like std::unordered_set<value_type> does, we have two overloads
  // that accept std::initializer_list<T> and std::initializer_list<init_type>.
  // This is advantageous for performance.
  //
  //   // Turns {"abc", "def"} into std::initializer_list<std::string>, then
  //   // copies the strings into the set.
  //   std::unordered_set<std::string> s = {"abc", "def"};
  //
  //   // Turns {"abc", "def"} into std::initializer_list<const char*>, then
  //   // copies the strings into the set.
  //   absl::flat_hash_set<std::string> s = {"abc", "def"};
  //
  // The same trick is used in insert().
  //
  // The enabler is necessary to prevent this constructor from triggering where
  // the copy constructor is meant to be called.
  //
  //   absl::flat_hash_set<int> a, b{a};
  //
  // RequiresNotInit<T> is a workaround for gcc prior to 7.1.
  template <class T, RequiresNotInit<T> = 0, RequiresInsertable<T> = 0>
  raw_hash_set(std::initializer_list<T> init, size_t bucket_count = 0,
               const hasher& hash = hasher(), const key_equal& eq = key_equal(),
               const allocator_type& alloc = allocator_type())
      : raw_hash_set(init.begin(), init.end(), bucket_count, hash, eq, alloc) {}
 
  raw_hash_set(std::initializer_list<init_type> init, size_t bucket_count = 0,
               const hasher& hash = hasher(), const key_equal& eq = key_equal(),
               const allocator_type& alloc = allocator_type())
      : raw_hash_set(init.begin(), init.end(), bucket_count, hash, eq, alloc) {}
 
  template <class T, RequiresNotInit<T> = 0, RequiresInsertable<T> = 0>
  raw_hash_set(std::initializer_list<T> init, size_t bucket_count,
               const hasher& hash, const allocator_type& alloc)
      : raw_hash_set(init, bucket_count, hash, key_equal(), alloc) {}
 
  raw_hash_set(std::initializer_list<init_type> init, size_t bucket_count,
               const hasher& hash, const allocator_type& alloc)
      : raw_hash_set(init, bucket_count, hash, key_equal(), alloc) {}
 
  template <class T, RequiresNotInit<T> = 0, RequiresInsertable<T> = 0>
  raw_hash_set(std::initializer_list<T> init, size_t bucket_count,
               const allocator_type& alloc)
      : raw_hash_set(init, bucket_count, hasher(), key_equal(), alloc) {}
 
  raw_hash_set(std::initializer_list<init_type> init, size_t bucket_count,
               const allocator_type& alloc)
      : raw_hash_set(init, bucket_count, hasher(), key_equal(), alloc) {}
 
  template <class T, RequiresNotInit<T> = 0, RequiresInsertable<T> = 0>
  raw_hash_set(std::initializer_list<T> init, const allocator_type& alloc)
      : raw_hash_set(init, 0, hasher(), key_equal(), alloc) {}
 
  raw_hash_set(std::initializer_list<init_type> init,
               const allocator_type& alloc)
      : raw_hash_set(init, 0, hasher(), key_equal(), alloc) {}
 
  raw_hash_set(const raw_hash_set& that)
      : raw_hash_set(that, AllocTraits::select_on_container_copy_construction(
                               that.alloc_ref())) {}
 
  raw_hash_set(const raw_hash_set& that, const allocator_type& a)
      : raw_hash_set(0, that.hash_ref(), that.eq_ref(), a) {
    reserve(that.size());
    // Because the table is guaranteed to be empty, we can do something faster
    // than a full `insert`.
    for (const auto& v : that) {
      const size_t hash = PolicyTraits::apply(HashElement{hash_ref()}, v);
      auto target = find_first_non_full(ctrl_, hash, capacity_);
      SetCtrl(target.offset, H2(hash), capacity_, ctrl_, slots_,
              sizeof(slot_type));
      emplace_at(target.offset, v);
      infoz().RecordInsert(hash, target.probe_length);
    }
    size_ = that.size();
    growth_left() -= that.size();
  }
 
  raw_hash_set(raw_hash_set&& that) noexcept(
      std::is_nothrow_copy_constructible<hasher>::value&&
          std::is_nothrow_copy_constructible<key_equal>::value&&
              std::is_nothrow_copy_constructible<allocator_type>::value)
      : ctrl_(absl::exchange(that.ctrl_, EmptyGroup())),
        slots_(absl::exchange(that.slots_, nullptr)),
        size_(absl::exchange(that.size_, 0)),
        capacity_(absl::exchange(that.capacity_, 0)),
        // Hash, equality and allocator are copied instead of moved because
        // `that` must be left valid. If Hash is std::function<Key>, moving it
        // would create a nullptr functor that cannot be called.
        settings_(absl::exchange(that.growth_left(), 0),
                  absl::exchange(that.infoz(), HashtablezInfoHandle()),
                  that.hash_ref(), that.eq_ref(), that.alloc_ref()) {}
 
  raw_hash_set(raw_hash_set&& that, const allocator_type& a)
      : ctrl_(EmptyGroup()),
        slots_(nullptr),
        size_(0),
        capacity_(0),
        settings_(0, HashtablezInfoHandle(), that.hash_ref(), that.eq_ref(),
                  a) {
    if (a == that.alloc_ref()) {
      std::swap(ctrl_, that.ctrl_);
      std::swap(slots_, that.slots_);
      std::swap(size_, that.size_);
      std::swap(capacity_, that.capacity_);
      std::swap(growth_left(), that.growth_left());
      std::swap(infoz(), that.infoz());
    } else {
      reserve(that.size());
      // Note: this will copy elements of dense_set and unordered_set instead of
      // moving them. This can be fixed if it ever becomes an issue.
      for (auto& elem : that) insert(std::move(elem));
    }
  }
 
  raw_hash_set& operator=(const raw_hash_set& that) {
    raw_hash_set tmp(that,
                     AllocTraits::propagate_on_container_copy_assignment::value
                         ? that.alloc_ref()
                         : alloc_ref());
    swap(tmp);
    return *this;
  }
 
  raw_hash_set& operator=(raw_hash_set&& that) noexcept(
      absl::allocator_traits<allocator_type>::is_always_equal::value&&
          std::is_nothrow_move_assignable<hasher>::value&&
              std::is_nothrow_move_assignable<key_equal>::value) {
    // TODO(sbenza): We should only use the operations from the noexcept clause
    // to make sure we actually adhere to that contract.
    return move_assign(
        std::move(that),
        typename AllocTraits::propagate_on_container_move_assignment());
  }
 
  ~raw_hash_set() { destroy_slots(); }
 
  iterator begin() {
    auto it = iterator_at(0);
    it.skip_empty_or_deleted();
    return it;
  }
  iterator end() { return {}; }
 
  const_iterator begin() const {
    return const_cast<raw_hash_set*>(this)->begin();
  }
  const_iterator end() const { return {}; }
  const_iterator cbegin() const { return begin(); }
  const_iterator cend() const { return end(); }
 
  bool empty() const { return !size(); }
  size_t size() const { return size_; }
  size_t capacity() const { return capacity_; }
  size_t max_size() const { return (std::numeric_limits<size_t>::max)(); }
 
  ABSL_ATTRIBUTE_REINITIALIZES void clear() {
    // Iterating over this container is O(bucket_count()). When bucket_count()
    // is much greater than size(), iteration becomes prohibitively expensive.
    // For clear() it is more important to reuse the allocated array when the
    // container is small because allocation takes comparatively long time
    // compared to destruction of the elements of the container. So we pick the
    // largest bucket_count() threshold for which iteration is still fast and
    // past that we simply deallocate the array.
    if (capacity_ > 127) {
      destroy_slots();
 
      infoz().RecordClearedReservation();
    } else if (capacity_) {
      for (size_t i = 0; i != capacity_; ++i) {
        if (IsFull(ctrl_[i])) {
          PolicyTraits::destroy(&alloc_ref(), slots_ + i);
        }
      }
      size_ = 0;
      ResetCtrl(capacity_, ctrl_, slots_, sizeof(slot_type));
      reset_growth_left();
    }
    assert(empty());
    infoz().RecordStorageChanged(0, capacity_);
  }
 
  // This overload kicks in when the argument is an rvalue of insertable and
  // decomposable type other than init_type.
  //
  //   flat_hash_map<std::string, int> m;
  //   m.insert(std::make_pair("abc", 42));
  // TODO(cheshire): A type alias T2 is introduced as a workaround for the nvcc
  // bug.
  template <class T, RequiresInsertable<T> = 0, class T2 = T,
            typename std::enable_if<IsDecomposable<T2>::value, int>::type = 0,
            T* = nullptr>
  std::pair<iterator, bool> insert(T&& value) {
    return emplace(std::forward<T>(value));
  }
 
  // This overload kicks in when the argument is a bitfield or an lvalue of
  // insertable and decomposable type.
  //
  //   union { int n : 1; };
  //   flat_hash_set<int> s;
  //   s.insert(n);
  //
  //   flat_hash_set<std::string> s;
  //   const char* p = "hello";
  //   s.insert(p);
  //
  // TODO(romanp): Once we stop supporting gcc 5.1 and below, replace
  // RequiresInsertable<T> with RequiresInsertable<const T&>.
  // We are hitting this bug: https://godbolt.org/g/1Vht4f.
  template <
      class T, RequiresInsertable<T> = 0,
      typename std::enable_if<IsDecomposable<const T&>::value, int>::type = 0>
  std::pair<iterator, bool> insert(const T& value) {
    return emplace(value);
  }
 
  // This overload kicks in when the argument is an rvalue of init_type. Its
  // purpose is to handle brace-init-list arguments.
  //
  //   flat_hash_map<std::string, int> s;
  //   s.insert({"abc", 42});
  std::pair<iterator, bool> insert(init_type&& value) {
    return emplace(std::move(value));
  }
 
  // TODO(cheshire): A type alias T2 is introduced as a workaround for the nvcc
  // bug.
  template <class T, RequiresInsertable<T> = 0, class T2 = T,
            typename std::enable_if<IsDecomposable<T2>::value, int>::type = 0,
            T* = nullptr>
  iterator insert(const_iterator, T&& value) {
    return insert(std::forward<T>(value)).first;
  }
 
  // TODO(romanp): Once we stop supporting gcc 5.1 and below, replace
  // RequiresInsertable<T> with RequiresInsertable<const T&>.
  // We are hitting this bug: https://godbolt.org/g/1Vht4f.
  template <
      class T, RequiresInsertable<T> = 0,
      typename std::enable_if<IsDecomposable<const T&>::value, int>::type = 0>
  iterator insert(const_iterator, const T& value) {
    return insert(value).first;
  }
 
  iterator insert(const_iterator, init_type&& value) {
    return insert(std::move(value)).first;
  }
 
  template <class InputIt>
  void insert(InputIt first, InputIt last) {
    for (; first != last; ++first) emplace(*first);
  }
 
  template <class T, RequiresNotInit<T> = 0, RequiresInsertable<const T&> = 0>
  void insert(std::initializer_list<T> ilist) {
    insert(ilist.begin(), ilist.end());
  }
 
  void insert(std::initializer_list<init_type> ilist) {
    insert(ilist.begin(), ilist.end());
  }
 
  insert_return_type insert(node_type&& node) {
    if (!node) return {end(), false, node_type()};
    const auto& elem = PolicyTraits::element(CommonAccess::GetSlot(node));
    auto res = PolicyTraits::apply(
        InsertSlot<false>{*this, std::move(*CommonAccess::GetSlot(node))},
        elem);
    if (res.second) {
      CommonAccess::Reset(&node);
      return {res.first, true, node_type()};
    } else {
      return {res.first, false, std::move(node)};
    }
  }
 
  iterator insert(const_iterator, node_type&& node) {
    auto res = insert(std::move(node));
    node = std::move(res.node);
    return res.position;
  }
 
  // This overload kicks in if we can deduce the key from args. This enables us
  // to avoid constructing value_type if an entry with the same key already
  // exists.
  //
  // For example:
  //
  //   flat_hash_map<std::string, std::string> m = {{"abc", "def"}};
  //   // Creates no std::string copies and makes no heap allocations.
  //   m.emplace("abc", "xyz");
  template <class... Args, typename std::enable_if<
                               IsDecomposable<Args...>::value, int>::type = 0>
  std::pair<iterator, bool> emplace(Args&&... args) {
    return PolicyTraits::apply(EmplaceDecomposable{*this},
                               std::forward<Args>(args)...);
  }
 
  // This overload kicks in if we cannot deduce the key from args. It constructs
  // value_type unconditionally and then either moves it into the table or
  // destroys.
  template <class... Args, typename std::enable_if<
                               !IsDecomposable<Args...>::value, int>::type = 0>
  std::pair<iterator, bool> emplace(Args&&... args) {
    alignas(slot_type) unsigned char raw[sizeof(slot_type)];
    slot_type* slot = reinterpret_cast<slot_type*>(&raw);
 
    PolicyTraits::construct(&alloc_ref(), slot, std::forward<Args>(args)...);
    const auto& elem = PolicyTraits::element(slot);
    return PolicyTraits::apply(InsertSlot<true>{*this, std::move(*slot)}, elem);
  }
 
  template <class... Args>
  iterator emplace_hint(const_iterator, Args&&... args) {
    return emplace(std::forward<Args>(args)...).first;
  }
 
  // Extension API: support for lazy emplace.
  //
  // Looks up key in the table. If found, returns the iterator to the element.
  // Otherwise calls `f` with one argument of type `raw_hash_set::constructor`.
  //
  // `f` must abide by several restrictions:
  //  - it MUST call `raw_hash_set::constructor` with arguments as if a
  //    `raw_hash_set::value_type` is constructed,
  //  - it MUST NOT access the container before the call to
  //    `raw_hash_set::constructor`, and
  //  - it MUST NOT erase the lazily emplaced element.
  // Doing any of these is undefined behavior.
  //
  // For example:
  //
  //   std::unordered_set<ArenaString> s;
  //   // Makes ArenaStr even if "abc" is in the map.
  //   s.insert(ArenaString(&arena, "abc"));
  //
  //   flat_hash_set<ArenaStr> s;
  //   // Makes ArenaStr only if "abc" is not in the map.
  //   s.lazy_emplace("abc", [&](const constructor& ctor) {
  //     ctor(&arena, "abc");
  //   });
  //
  // WARNING: This API is currently experimental. If there is a way to implement
  // the same thing with the rest of the API, prefer that.
  class constructor {
    friend class raw_hash_set;
 
   public:
    template <class... Args>
    void operator()(Args&&... args) const {
      assert(*slot_);
      PolicyTraits::construct(alloc_, *slot_, std::forward<Args>(args)...);
      *slot_ = nullptr;
    }
 
   private:
    constructor(allocator_type* a, slot_type** slot) : alloc_(a), slot_(slot) {}
 
    allocator_type* alloc_;
    slot_type** slot_;
  };
 
  template <class K = key_type, class F>
  iterator lazy_emplace(const key_arg<K>& key, F&& f) {
    auto res = find_or_prepare_insert(key);
    if (res.second) {
      slot_type* slot = slots_ + res.first;
      std::forward<F>(f)(constructor(&alloc_ref(), &slot));
      assert(!slot);
    }
    return iterator_at(res.first);
  }
 
  // Extension API: support for heterogeneous keys.
  //
  //   std::unordered_set<std::string> s;
  //   // Turns "abc" into std::string.
  //   s.erase("abc");
  //
  //   flat_hash_set<std::string> s;
  //   // Uses "abc" directly without copying it into std::string.
  //   s.erase("abc");
  template <class K = key_type>
  size_type erase(const key_arg<K>& key) {
    auto it = find(key);
    if (it == end()) return 0;
    erase(it);
    return 1;
  }
 
  // Erases the element pointed to by `it`.  Unlike `std::unordered_set::erase`,
  // this method returns void to reduce algorithmic complexity to O(1).  The
  // iterator is invalidated, so any increment should be done before calling
  // erase.  In order to erase while iterating across a map, use the following
  // idiom (which also works for standard containers):
  //
  // for (auto it = m.begin(), end = m.end(); it != end;) {
  //   // `erase()` will invalidate `it`, so advance `it` first.
  //   auto copy_it = it++;
  //   if (<pred>) {
  //     m.erase(copy_it);
  //   }
  // }
  void erase(const_iterator cit) { erase(cit.inner_); }
 
  // This overload is necessary because otherwise erase<K>(const K&) would be
  // a better match if non-const iterator is passed as an argument.
  void erase(iterator it) {
    ABSL_INTERNAL_ASSERT_IS_FULL(it.ctrl_,
                                 "erase() called on invalid iterator.");
    PolicyTraits::destroy(&alloc_ref(), it.slot_);
    erase_meta_only(it);
  }
 
  iterator erase(const_iterator first, const_iterator last) {
    while (first != last) {
      erase(first++);
    }
    return last.inner_;
  }
 
  // Moves elements from `src` into `this`.
  // If the element already exists in `this`, it is left unmodified in `src`.
  template <typename H, typename E>
  void merge(raw_hash_set<Policy, H, E, Alloc>& src) {  // NOLINT
    assert(this != &src);
    for (auto it = src.begin(), e = src.end(); it != e;) {
      auto next = std::next(it);
      if (PolicyTraits::apply(InsertSlot<false>{*this, std::move(*it.slot_)},
                              PolicyTraits::element(it.slot_))
              .second) {
        src.erase_meta_only(it);
      }
      it = next;
    }
  }
 
  template <typename H, typename E>
  void merge(raw_hash_set<Policy, H, E, Alloc>&& src) {
    merge(src);
  }
 
  node_type extract(const_iterator position) {
    ABSL_INTERNAL_ASSERT_IS_FULL(position.inner_.ctrl_,
                                 "extract() called on invalid iterator.");
    auto node =
        CommonAccess::Transfer<node_type>(alloc_ref(), position.inner_.slot_);
    erase_meta_only(position);
    return node;
  }
 
  template <
      class K = key_type,
      typename std::enable_if<!std::is_same<K, iterator>::value, int>::type = 0>
  node_type extract(const key_arg<K>& key) {
    auto it = find(key);
    return it == end() ? node_type() : extract(const_iterator{it});
  }
 
  void swap(raw_hash_set& that) noexcept(
      IsNoThrowSwappable<hasher>() && IsNoThrowSwappable<key_equal>() &&
      IsNoThrowSwappable<allocator_type>(
          typename AllocTraits::propagate_on_container_swap{})) {
    using std::swap;
    swap(ctrl_, that.ctrl_);
    swap(slots_, that.slots_);
    swap(size_, that.size_);
    swap(capacity_, that.capacity_);
    swap(growth_left(), that.growth_left());
    swap(hash_ref(), that.hash_ref());
    swap(eq_ref(), that.eq_ref());
    swap(infoz(), that.infoz());
    SwapAlloc(alloc_ref(), that.alloc_ref(),
              typename AllocTraits::propagate_on_container_swap{});
  }
 
  void rehash(size_t n) {
    if (n == 0 && capacity_ == 0) return;
    if (n == 0 && size_ == 0) {
      destroy_slots();
      infoz().RecordStorageChanged(0, 0);
      infoz().RecordClearedReservation();
      return;
    }
 
    // bitor is a faster way of doing `max` here. We will round up to the next
    // power-of-2-minus-1, so bitor is good enough.
    auto m = NormalizeCapacity(n | GrowthToLowerboundCapacity(size()));
    // n == 0 unconditionally rehashes as per the standard.
    if (n == 0 || m > capacity_) {
      resize(m);
 
      // This is after resize, to ensure that we have completed the allocation
      // and have potentially sampled the hashtable.
      infoz().RecordReservation(n);
    }
  }
 
  void reserve(size_t n) {
    if (n > size() + growth_left()) {
      size_t m = GrowthToLowerboundCapacity(n);
      resize(NormalizeCapacity(m));
 
      // This is after resize, to ensure that we have completed the allocation
      // and have potentially sampled the hashtable.
      infoz().RecordReservation(n);
    }
  }
 
  // Extension API: support for heterogeneous keys.
  //
  //   std::unordered_set<std::string> s;
  //   // Turns "abc" into std::string.
  //   s.count("abc");
  //
  //   ch_set<std::string> s;
  //   // Uses "abc" directly without copying it into std::string.
  //   s.count("abc");
  template <class K = key_type>
  size_t count(const key_arg<K>& key) const {
    return find(key) == end() ? 0 : 1;
  }
 
  // Issues CPU prefetch instructions for the memory needed to find or insert
  // a key.  Like all lookup functions, this support heterogeneous keys.
  //
  // NOTE: This is a very low level operation and should not be used without
  // specific benchmarks indicating its importance.
  template <class K = key_type>
  void prefetch(const key_arg<K>& key) const {
    (void)key;
    // Avoid probing if we won't be able to prefetch the addresses received.
#ifdef ABSL_INTERNAL_HAVE_PREFETCH
    prefetch_heap_block();
    auto seq = probe(ctrl_, hash_ref()(key), capacity_);
    base_internal::PrefetchT0(ctrl_ + seq.offset());
    base_internal::PrefetchT0(slots_ + seq.offset());
#endif  // ABSL_INTERNAL_HAVE_PREFETCH
  }
 
  // The API of find() has two extensions.
  //
  // 1. The hash can be passed by the user. It must be equal to the hash of the
  // key.
  //
  // 2. The type of the key argument doesn't have to be key_type. This is so
  // called heterogeneous key support.
  template <class K = key_type>
  iterator find(const key_arg<K>& key, size_t hash) {
    auto seq = probe(ctrl_, hash, capacity_);
    while (true) {
      Group g{ctrl_ + seq.offset()};
      for (uint32_t i : g.Match(H2(hash))) {
        if (ABSL_PREDICT_TRUE(PolicyTraits::apply(
                EqualElement<K>{key, eq_ref()},
                PolicyTraits::element(slots_ + seq.offset(i)))))
          return iterator_at(seq.offset(i));
      }
      if (ABSL_PREDICT_TRUE(g.MaskEmpty())) return end();
      seq.next();
      assert(seq.index() <= capacity_ && "full table!");
    }
  }
  template <class K = key_type>
  iterator find(const key_arg<K>& key) {
    prefetch_heap_block();
    return find(key, hash_ref()(key));
  }
 
  template <class K = key_type>
  const_iterator find(const key_arg<K>& key, size_t hash) const {
    return const_cast<raw_hash_set*>(this)->find(key, hash);
  }
  template <class K = key_type>
  const_iterator find(const key_arg<K>& key) const {
    prefetch_heap_block();
    return find(key, hash_ref()(key));
  }
 
  template <class K = key_type>
  bool contains(const key_arg<K>& key) const {
    return find(key) != end();
  }
 
  template <class K = key_type>
  std::pair<iterator, iterator> equal_range(const key_arg<K>& key) {
    auto it = find(key);
    if (it != end()) return {it, std::next(it)};
    return {it, it};
  }
  template <class K = key_type>
  std::pair<const_iterator, const_iterator> equal_range(
      const key_arg<K>& key) const {
    auto it = find(key);
    if (it != end()) return {it, std::next(it)};
    return {it, it};
  }
 
  size_t bucket_count() const { return capacity_; }
  float load_factor() const {
    return capacity_ ? static_cast<double>(size()) / capacity_ : 0.0;
  }
  float max_load_factor() const { return 1.0f; }
  void max_load_factor(float) {
    // Does nothing.
  }
 
  hasher hash_function() const { return hash_ref(); }
  key_equal key_eq() const { return eq_ref(); }
  allocator_type get_allocator() const { return alloc_ref(); }
 
  friend bool operator==(const raw_hash_set& a, const raw_hash_set& b) {
    if (a.size() != b.size()) return false;
    const raw_hash_set* outer = &a;
    const raw_hash_set* inner = &b;
    if (outer->capacity() > inner->capacity()) std::swap(outer, inner);
    for (const value_type& elem : *outer)
      if (!inner->has_element(elem)) return false;
    return true;
  }
 
  friend bool operator!=(const raw_hash_set& a, const raw_hash_set& b) {
    return !(a == b);
  }
 
  template <typename H>
  friend typename std::enable_if<H::template is_hashable<value_type>::value,
                                 H>::type
  AbslHashValue(H h, const raw_hash_set& s) {
    return H::combine(H::combine_unordered(std::move(h), s.begin(), s.end()),
                      s.size());
  }
 
  friend void swap(raw_hash_set& a,
                   raw_hash_set& b) noexcept(noexcept(a.swap(b))) {
    a.swap(b);
  }
 
 private:
  template <class Container, typename Enabler>
  friend struct absl::container_internal::hashtable_debug_internal::
      HashtableDebugAccess;
 
  struct FindElement {
    template <class K, class... Args>
    const_iterator operator()(const K& key, Args&&...) const {
      return s.find(key);
    }
    const raw_hash_set& s;
  };
 
  struct HashElement {
    template <class K, class... Args>
    size_t operator()(const K& key, Args&&...) const {
      return h(key);
    }
    const hasher& h;
  };
 
  template <class K1>
  struct EqualElement {
    template <class K2, class... Args>
    bool operator()(const K2& lhs, Args&&...) const {
      return eq(lhs, rhs);
    }
    const K1& rhs;
    const key_equal& eq;
  };
 
  struct EmplaceDecomposable {
    template <class K, class... Args>
    std::pair<iterator, bool> operator()(const K& key, Args&&... args) const {
      auto res = s.find_or_prepare_insert(key);
      if (res.second) {
        s.emplace_at(res.first, std::forward<Args>(args)...);
      }
      return {s.iterator_at(res.first), res.second};
    }
    raw_hash_set& s;
  };
 
  template <bool do_destroy>
  struct InsertSlot {
    template <class K, class... Args>
    std::pair<iterator, bool> operator()(const K& key, Args&&...) && {
      auto res = s.find_or_prepare_insert(key);
      if (res.second) {
        PolicyTraits::transfer(&s.alloc_ref(), s.slots_ + res.first, &slot);
      } else if (do_destroy) {
        PolicyTraits::destroy(&s.alloc_ref(), &slot);
      }
      return {s.iterator_at(res.first), res.second};
    }
    raw_hash_set& s;
    // Constructed slot. Either moved into place or destroyed.
    slot_type&& slot;
  };
 
  // Erases, but does not destroy, the value pointed to by `it`.
  //
  // This merely updates the pertinent control byte. This can be used in
  // conjunction with Policy::transfer to move the object to another place.
  void erase_meta_only(const_iterator it) {
    assert(IsFull(*it.inner_.ctrl_) && "erasing a dangling iterator");
    --size_;
    const size_t index = static_cast<size_t>(it.inner_.ctrl_ - ctrl_);
    const size_t index_before = (index - Group::kWidth) & capacity_;
    const auto empty_after = Group(it.inner_.ctrl_).MaskEmpty();
    const auto empty_before = Group(ctrl_ + index_before).MaskEmpty();
 
    // We count how many consecutive non empties we have to the right and to the
    // left of `it`. If the sum is >= kWidth then there is at least one probe
    // window that might have seen a full group.
    bool was_never_full =
        empty_before && empty_after &&
        static_cast<size_t>(empty_after.TrailingZeros() +
                            empty_before.LeadingZeros()) < Group::kWidth;
 
    SetCtrl(index, was_never_full ? ctrl_t::kEmpty : ctrl_t::kDeleted,
            capacity_, ctrl_, slots_, sizeof(slot_type));
    growth_left() += was_never_full;
    infoz().RecordErase();
  }
 
  // Allocates a backing array for `self` and initializes its control bytes.
  // This reads `capacity_` and updates all other fields based on the result of
  // the allocation.
  //
  // This does not free the currently held array; `capacity_` must be nonzero.
  void initialize_slots() {
    assert(capacity_);
    // Folks with custom allocators often make unwarranted assumptions about the
    // behavior of their classes vis-a-vis trivial destructability and what
    // calls they will or wont make.  Avoid sampling for people with custom
    // allocators to get us out of this mess.  This is not a hard guarantee but
    // a workaround while we plan the exact guarantee we want to provide.
    //
    // People are often sloppy with the exact type of their allocator (sometimes
    // it has an extra const or is missing the pair, but rebinds made it work
    // anyway).  To avoid the ambiguity, we work off SlotAlloc which we have
    // bound more carefully.
    if (std::is_same<SlotAlloc, std::allocator<slot_type>>::value &&
        slots_ == nullptr) {
      infoz() = Sample(sizeof(slot_type));
    }
 
    char* mem = static_cast<char*>(Allocate<alignof(slot_type)>(
        &alloc_ref(),
        AllocSize(capacity_, sizeof(slot_type), alignof(slot_type))));
    ctrl_ = reinterpret_cast<ctrl_t*>(mem);
    slots_ = reinterpret_cast<slot_type*>(
        mem + SlotOffset(capacity_, alignof(slot_type)));
    ResetCtrl(capacity_, ctrl_, slots_, sizeof(slot_type));
    reset_growth_left();
    infoz().RecordStorageChanged(size_, capacity_);
  }
 
  // Destroys all slots in the backing array, frees the backing array, and
  // clears all top-level book-keeping data.
  //
  // This essentially implements `map = raw_hash_set();`.
  void destroy_slots() {
    if (!capacity_) return;
    for (size_t i = 0; i != capacity_; ++i) {
      if (IsFull(ctrl_[i])) {
        PolicyTraits::destroy(&alloc_ref(), slots_ + i);
      }
    }
 
    // Unpoison before returning the memory to the allocator.
    SanitizerUnpoisonMemoryRegion(slots_, sizeof(slot_type) * capacity_);
    Deallocate<alignof(slot_type)>(
        &alloc_ref(), ctrl_,
        AllocSize(capacity_, sizeof(slot_type), alignof(slot_type)));
    ctrl_ = EmptyGroup();
    slots_ = nullptr;
    size_ = 0;
    capacity_ = 0;
    growth_left() = 0;
  }
 
  void resize(size_t new_capacity) {
    assert(IsValidCapacity(new_capacity));
    auto* old_ctrl = ctrl_;
    auto* old_slots = slots_;
    const size_t old_capacity = capacity_;
    capacity_ = new_capacity;
    initialize_slots();
 
    size_t total_probe_length = 0;
    for (size_t i = 0; i != old_capacity; ++i) {
      if (IsFull(old_ctrl[i])) {
        size_t hash = PolicyTraits::apply(HashElement{hash_ref()},
                                          PolicyTraits::element(old_slots + i));
        auto target = find_first_non_full(ctrl_, hash, capacity_);
        size_t new_i = target.offset;
        total_probe_length += target.probe_length;
        SetCtrl(new_i, H2(hash), capacity_, ctrl_, slots_, sizeof(slot_type));
        PolicyTraits::transfer(&alloc_ref(), slots_ + new_i, old_slots + i);
      }
    }
    if (old_capacity) {
      SanitizerUnpoisonMemoryRegion(old_slots,
                                    sizeof(slot_type) * old_capacity);
      Deallocate<alignof(slot_type)>(
          &alloc_ref(), old_ctrl,
          AllocSize(old_capacity, sizeof(slot_type), alignof(slot_type)));
    }
    infoz().RecordRehash(total_probe_length);
  }
 
  // Prunes control bytes to remove as many tombstones as possible.
  //
  // See the comment on `rehash_and_grow_if_necessary()`.
  void drop_deletes_without_resize() ABSL_ATTRIBUTE_NOINLINE {
    assert(IsValidCapacity(capacity_));
    assert(!is_small(capacity_));
    // Algorithm:
    // - mark all DELETED slots as EMPTY
    // - mark all FULL slots as DELETED
    // - for each slot marked as DELETED
    //     hash = Hash(element)
    //     target = find_first_non_full(hash)
    //     if target is in the same group
    //       mark slot as FULL
    //     else if target is EMPTY
    //       transfer element to target
    //       mark slot as EMPTY
    //       mark target as FULL
    //     else if target is DELETED
    //       swap current element with target element
    //       mark target as FULL
    //       repeat procedure for current slot with moved from element (target)
    ConvertDeletedToEmptyAndFullToDeleted(ctrl_, capacity_);
    alignas(slot_type) unsigned char raw[sizeof(slot_type)];
    size_t total_probe_length = 0;
    slot_type* slot = reinterpret_cast<slot_type*>(&raw);
    for (size_t i = 0; i != capacity_; ++i) {
      if (!IsDeleted(ctrl_[i])) continue;
      const size_t hash = PolicyTraits::apply(
          HashElement{hash_ref()}, PolicyTraits::element(slots_ + i));
      const FindInfo target = find_first_non_full(ctrl_, hash, capacity_);
      const size_t new_i = target.offset;
      total_probe_length += target.probe_length;
 
      // Verify if the old and new i fall within the same group wrt the hash.
      // If they do, we don't need to move the object as it falls already in the
      // best probe we can.
      const size_t probe_offset = probe(ctrl_, hash, capacity_).offset();
      const auto probe_index = [probe_offset, this](size_t pos) {
        return ((pos - probe_offset) & capacity_) / Group::kWidth;
      };
 
      // Element doesn't move.
      if (ABSL_PREDICT_TRUE(probe_index(new_i) == probe_index(i))) {
        SetCtrl(i, H2(hash), capacity_, ctrl_, slots_, sizeof(slot_type));
        continue;
      }
      if (IsEmpty(ctrl_[new_i])) {
        // Transfer element to the empty spot.
        // SetCtrl poisons/unpoisons the slots so we have to call it at the
        // right time.
        SetCtrl(new_i, H2(hash), capacity_, ctrl_, slots_, sizeof(slot_type));
        PolicyTraits::transfer(&alloc_ref(), slots_ + new_i, slots_ + i);
        SetCtrl(i, ctrl_t::kEmpty, capacity_, ctrl_, slots_, sizeof(slot_type));
      } else {
        assert(IsDeleted(ctrl_[new_i]));
        SetCtrl(new_i, H2(hash), capacity_, ctrl_, slots_, sizeof(slot_type));
        // Until we are done rehashing, DELETED marks previously FULL slots.
        // Swap i and new_i elements.
        PolicyTraits::transfer(&alloc_ref(), slot, slots_ + i);
        PolicyTraits::transfer(&alloc_ref(), slots_ + i, slots_ + new_i);
        PolicyTraits::transfer(&alloc_ref(), slots_ + new_i, slot);
        --i;  // repeat
      }
    }
    reset_growth_left();
    infoz().RecordRehash(total_probe_length);
  }
 
  // Called whenever the table *might* need to conditionally grow.
  //
  // This function is an optimization opportunity to perform a rehash even when
  // growth is unnecessary, because vacating tombstones is beneficial for
  // performance in the long-run.
  void rehash_and_grow_if_necessary() {
    if (capacity_ == 0) {
      resize(1);
    } else if (capacity_ > Group::kWidth &&
               // Do these calcuations in 64-bit to avoid overflow.
               size() * uint64_t{32} <= capacity_ * uint64_t{25}) {
      // Squash DELETED without growing if there is enough capacity.
      //
      // Rehash in place if the current size is <= 25/32 of capacity_.
      // Rationale for such a high factor: 1) drop_deletes_without_resize() is
      // faster than resize, and 2) it takes quite a bit of work to add
      // tombstones.  In the worst case, seems to take approximately 4
      // insert/erase pairs to create a single tombstone and so if we are
      // rehashing because of tombstones, we can afford to rehash-in-place as
      // long as we are reclaiming at least 1/8 the capacity without doing more
      // than 2X the work.  (Where "work" is defined to be size() for rehashing
      // or rehashing in place, and 1 for an insert or erase.)  But rehashing in
      // place is faster per operation than inserting or even doubling the size
      // of the table, so we actually afford to reclaim even less space from a
      // resize-in-place.  The decision is to rehash in place if we can reclaim
      // at about 1/8th of the usable capacity (specifically 3/28 of the
      // capacity) which means that the total cost of rehashing will be a small
      // fraction of the total work.
      //
      // Here is output of an experiment using the BM_CacheInSteadyState
      // benchmark running the old case (where we rehash-in-place only if we can
      // reclaim at least 7/16*capacity_) vs. this code (which rehashes in place
      // if we can recover 3/32*capacity_).
      //
      // Note that although in the worst-case number of rehashes jumped up from
      // 15 to 190, but the number of operations per second is almost the same.
      //
      // Abridged output of running BM_CacheInSteadyState benchmark from
      // raw_hash_set_benchmark.   N is the number of insert/erase operations.
      //
      //      | OLD (recover >= 7/16        | NEW (recover >= 3/32)
      // size |    N/s LoadFactor NRehashes |    N/s LoadFactor NRehashes
      //  448 | 145284       0.44        18 | 140118       0.44        19
      //  493 | 152546       0.24        11 | 151417       0.48        28
      //  538 | 151439       0.26        11 | 151152       0.53        38
      //  583 | 151765       0.28        11 | 150572       0.57        50
      //  628 | 150241       0.31        11 | 150853       0.61        66
      //  672 | 149602       0.33        12 | 150110       0.66        90
      //  717 | 149998       0.35        12 | 149531       0.70       129
      //  762 | 149836       0.37        13 | 148559       0.74       190
      //  807 | 149736       0.39        14 | 151107       0.39        14
      //  852 | 150204       0.42        15 | 151019       0.42        15
      drop_deletes_without_resize();
    } else {
      // Otherwise grow the container.
      resize(capacity_ * 2 + 1);
    }
  }
 
  bool has_element(const value_type& elem) const {
    size_t hash = PolicyTraits::apply(HashElement{hash_ref()}, elem);
    auto seq = probe(ctrl_, hash, capacity_);
    while (true) {
      Group g{ctrl_ + seq.offset()};
      for (uint32_t i : g.Match(H2(hash))) {
        if (ABSL_PREDICT_TRUE(PolicyTraits::element(slots_ + seq.offset(i)) ==
                              elem))
          return true;
      }
      if (ABSL_PREDICT_TRUE(g.MaskEmpty())) return false;
      seq.next();
      assert(seq.index() <= capacity_ && "full table!");
    }
    return false;
  }
 
  // TODO(alkis): Optimize this assuming *this and that don't overlap.
  raw_hash_set& move_assign(raw_hash_set&& that, std::true_type) {
    raw_hash_set tmp(std::move(that));
    swap(tmp);
    return *this;
  }
  raw_hash_set& move_assign(raw_hash_set&& that, std::false_type) {
    raw_hash_set tmp(std::move(that), alloc_ref());
    swap(tmp);
    return *this;
  }
 
 protected:
  // Attempts to find `key` in the table; if it isn't found, returns a slot that
  // the value can be inserted into, with the control byte already set to
  // `key`'s H2.
  template <class K>
  std::pair<size_t, bool> find_or_prepare_insert(const K& key) {
    prefetch_heap_block();
    auto hash = hash_ref()(key);
    auto seq = probe(ctrl_, hash, capacity_);
    while (true) {
      Group g{ctrl_ + seq.offset()};
      for (uint32_t i : g.Match(H2(hash))) {
        if (ABSL_PREDICT_TRUE(PolicyTraits::apply(
                EqualElement<K>{key, eq_ref()},
                PolicyTraits::element(slots_ + seq.offset(i)))))
          return {seq.offset(i), false};
      }
      if (ABSL_PREDICT_TRUE(g.MaskEmpty())) break;
      seq.next();
      assert(seq.index() <= capacity_ && "full table!");
    }
    return {prepare_insert(hash), true};
  }
 
  // Given the hash of a value not currently in the table, finds the next
  // viable slot index to insert it at.
  //
  // REQUIRES: At least one non-full slot available.
  size_t prepare_insert(size_t hash) ABSL_ATTRIBUTE_NOINLINE {
    auto target = find_first_non_full(ctrl_, hash, capacity_);
    if (ABSL_PREDICT_FALSE(growth_left() == 0 &&
                           !IsDeleted(ctrl_[target.offset]))) {
      rehash_and_grow_if_necessary();
      target = find_first_non_full(ctrl_, hash, capacity_);
    }
    ++size_;
    growth_left() -= IsEmpty(ctrl_[target.offset]);
    SetCtrl(target.offset, H2(hash), capacity_, ctrl_, slots_,
            sizeof(slot_type));
    infoz().RecordInsert(hash, target.probe_length);
    return target.offset;
  }
 
  // Constructs the value in the space pointed by the iterator. This only works
  // after an unsuccessful find_or_prepare_insert() and before any other
  // modifications happen in the raw_hash_set.
  //
  // PRECONDITION: i is an index returned from find_or_prepare_insert(k), where
  // k is the key decomposed from `forward<Args>(args)...`, and the bool
  // returned by find_or_prepare_insert(k) was true.
  // POSTCONDITION: *m.iterator_at(i) == value_type(forward<Args>(args)...).
  template <class... Args>
  void emplace_at(size_t i, Args&&... args) {
    PolicyTraits::construct(&alloc_ref(), slots_ + i,
                            std::forward<Args>(args)...);
 
    assert(PolicyTraits::apply(FindElement{*this}, *iterator_at(i)) ==
               iterator_at(i) &&
           "constructed value does not match the lookup key");
  }
 
  iterator iterator_at(size_t i) { return {ctrl_ + i, slots_ + i}; }
  const_iterator iterator_at(size_t i) const { return {ctrl_ + i, slots_ + i}; }
 
 private:
  friend struct RawHashSetTestOnlyAccess;
 
  void reset_growth_left() {
    growth_left() = CapacityToGrowth(capacity()) - size_;
  }
 
  // The number of slots we can still fill without needing to rehash.
  //
  // This is stored separately due to tombstones: we do not include tombstones
  // in the growth capacity, because we'd like to rehash when the table is
  // otherwise filled with tombstones: otherwise, probe sequences might get
  // unacceptably long without triggering a rehash. Callers can also force a
  // rehash via the standard `rehash(0)`, which will recompute this value as a
  // side-effect.
  //
  // See `CapacityToGrowth()`.
  size_t& growth_left() { return settings_.template get<0>(); }
 
  // Prefetch the heap-allocated memory region to resolve potential TLB misses.
  // This is intended to overlap with execution of calculating the hash for a
  // key.
  void prefetch_heap_block() const {
    base_internal::PrefetchT2(ctrl_);
  }
 
  HashtablezInfoHandle& infoz() { return settings_.template get<1>(); }
 
  hasher& hash_ref() { return settings_.template get<2>(); }
  const hasher& hash_ref() const { return settings_.template get<2>(); }
  key_equal& eq_ref() { return settings_.template get<3>(); }
  const key_equal& eq_ref() const { return settings_.template get<3>(); }
  allocator_type& alloc_ref() { return settings_.template get<4>(); }
  const allocator_type& alloc_ref() const {
    return settings_.template get<4>();
  }
 
  // TODO(alkis): Investigate removing some of these fields:
  // - ctrl/slots can be derived from each other
  // - size can be moved into the slot array
 
  // The control bytes (and, also, a pointer to the base of the backing array).
  //
  // This contains `capacity_ + 1 + NumClonedBytes()` entries, even
  // when the table is empty (hence EmptyGroup).
  ctrl_t* ctrl_ = EmptyGroup();
  // The beginning of the slots, located at `SlotOffset()` bytes after
  // `ctrl_`. May be null for empty tables.
  slot_type* slots_ = nullptr;
 
  // The number of filled slots.
  size_t size_ = 0;
 
  // The total number of available slots.
  size_t capacity_ = 0;
  absl::container_internal::CompressedTuple<size_t /* growth_left */,
                                            HashtablezInfoHandle, hasher,
                                            key_equal, allocator_type>
      settings_{0u, HashtablezInfoHandle{}, hasher{}, key_equal{},
                allocator_type{}};
};
 
// Erases all elements that satisfy the predicate `pred` from the container `c`.
template <typename P, typename H, typename E, typename A, typename Predicate>
typename raw_hash_set<P, H, E, A>::size_type EraseIf(
    Predicate& pred, raw_hash_set<P, H, E, A>* c) {
  const auto initial_size = c->size();
  for (auto it = c->begin(), last = c->end(); it != last;) {
    if (pred(*it)) {
      c->erase(it++);
    } else {
      ++it;
    }
  }
  return initial_size - c->size();
}
 
namespace hashtable_debug_internal {
template <typename Set>
struct HashtableDebugAccess<Set, absl::void_t<typename Set::raw_hash_set>> {
  using Traits = typename Set::PolicyTraits;
  using Slot = typename Traits::slot_type;
 
  static size_t GetNumProbes(const Set& set,
                             const typename Set::key_type& key) {
    size_t num_probes = 0;
    size_t hash = set.hash_ref()(key);
    auto seq = probe(set.ctrl_, hash, set.capacity_);
    while (true) {
      container_internal::Group g{set.ctrl_ + seq.offset()};
      for (uint32_t i : g.Match(container_internal::H2(hash))) {
        if (Traits::apply(
                typename Set::template EqualElement<typename Set::key_type>{
                    key, set.eq_ref()},
                Traits::element(set.slots_ + seq.offset(i))))
          return num_probes;
        ++num_probes;
      }
      if (g.MaskEmpty()) return num_probes;
      seq.next();
      ++num_probes;
    }
  }
 
  static size_t AllocatedByteSize(const Set& c) {
    size_t capacity = c.capacity_;
    if (capacity == 0) return 0;
    size_t m = AllocSize(capacity, sizeof(Slot), alignof(Slot));
 
    size_t per_slot = Traits::space_used(static_cast<const Slot*>(nullptr));
    if (per_slot != ~size_t{}) {
      m += per_slot * c.size();
    } else {
      for (size_t i = 0; i != capacity; ++i) {
        if (container_internal::IsFull(c.ctrl_[i])) {
          m += Traits::space_used(c.slots_ + i);
        }
      }
    }
    return m;
  }
 
  static size_t LowerBoundAllocatedByteSize(size_t size) {
    size_t capacity = GrowthToLowerboundCapacity(size);
    if (capacity == 0) return 0;
    size_t m =
        AllocSize(NormalizeCapacity(capacity), sizeof(Slot), alignof(Slot));
    size_t per_slot = Traits::space_used(static_cast<const Slot*>(nullptr));
    if (per_slot != ~size_t{}) {
      m += per_slot * size;
    }
    return m;
  }
};
 
}  // namespace hashtable_debug_internal
}  // namespace container_internal
ABSL_NAMESPACE_END
}  // namespace absl
 
#undef ABSL_INTERNAL_ASSERT_IS_FULL
 
#endif  // ABSL_CONTAINER_INTERNAL_RAW_HASH_SET_H_