From cf6e999f5ea595e0fc265425e9f8be757ddbdabb Mon Sep 17 00:00:00 2001 From: Yuan Zhou Date: Mon, 12 Dec 2022 09:59:54 +0800 Subject: [PATCH] using emhash for hashagg This patch replaces the phmap::flat_hash_map with emhash8::HashMap Signed-off-by: Yuan Zhou --- .../cpp/src/third_party/hash_table7.hpp | 1876 +++++++++++++++++ .../cpp/src/third_party/hash_table8.hpp | 1789 ++++++++++++++++ .../third_party/sparsehash/sparse_hash_map.h | 5 +- 3 files changed, 3668 insertions(+), 2 deletions(-) create mode 100644 native-sql-engine/cpp/src/third_party/hash_table7.hpp create mode 100644 native-sql-engine/cpp/src/third_party/hash_table8.hpp diff --git a/native-sql-engine/cpp/src/third_party/hash_table7.hpp b/native-sql-engine/cpp/src/third_party/hash_table7.hpp new file mode 100644 index 000000000..ced0f1d08 --- /dev/null +++ b/native-sql-engine/cpp/src/third_party/hash_table7.hpp @@ -0,0 +1,1876 @@ +// emhash7::HashMap for C++11/14/17 +// version 2.2.3 +// https://github.com/ktprime/ktprime/blob/master/hash_table7.hpp +// +// Licensed under the MIT License . +// SPDX-License-Identifier: MIT +// Copyright (c) 2019-2022 Huang Yuanbing & bailuzhou AT 163.com +// +// Permission is hereby granted, free of charge, to any person obtaining a copy +// of this software and associated documentation files (the "Software"), to deal +// in the Software without restriction, including without limitation the rights +// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +// copies of the Software, and to permit persons to whom the Software is +// furnished to do so, subject to the following conditions: +// +// The above copyright notice and this permission notice shall be included in all +// copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +// SOFTWARE + +// From +// NUMBER OF PROBES / LOOKUP Successful Unsuccessful +// Quadratic collision resolution 1 - ln(1-L) - L/2 1/(1-L) - L - ln(1-L) +// Linear collision resolution [1+1/(1-L)]/2 [1+1/(1-L)2]/2 +// separator chain resolution 1 + L / 2 exp(-L) + L + +// -- enlarge_factor -- 0.10 0.50 0.60 0.75 0.80 0.90 0.99 +// QUADRATIC COLLISION RES. +// probes/successful lookup 1.05 1.44 1.62 2.01 2.21 2.85 5.11 +// probes/unsuccessful lookup 1.11 2.19 2.82 4.64 5.81 11.4 103.6 +// LINEAR COLLISION RES. +// probes/successful lookup 1.06 1.5 1.75 2.5 3.0 5.5 50.5 +// probes/unsuccessful lookup 1.12 2.5 3.6 8.5 13.0 50.0 +// SEPARATE CHAN RES. +// probes/successful lookup 1.05 1.25 1.3 1.25 1.4 1.45 1.50 +// probes/unsuccessful lookup 1.00 1.11 1.15 1.22 1.25 1.31 1.37 +// clacul/unsuccessful lookup 1.01 1.25 1.36, 1.56, 1.64, 1.81, 1.97 + +/**************** + under random hashCodes, the frequency of nodes in bins follows a Poisson +distribution(http://en.wikipedia.org/wiki/Poisson_distribution) with a parameter of about 0.5 +on average for the default resizing threshold of 0.75, although with a large variance because +of resizing granularity. Ignoring variance, the expected occurrences of list size k are +(exp(-0.5) * pow(0.5, k)/factorial(k)). The first values are: +0: 0.60653066 +1: 0.30326533 +2: 0.07581633 +3: 0.01263606 +4: 0.00157952 +5: 0.00015795 +6: 0.00001316 +7: 0.00000094 +8: 0.00000006 + + ============== buckets size ration ======== + 1 1543981 0.36884964|0.36787944 36.885 + 2 768655 0.36725597|0.36787944 73.611 + 3 256236 0.18364065|0.18393972 91.975 + 4 64126 0.06127757|0.06131324 98.102 + 5 12907 0.01541710|0.01532831 99.644 + 6 2050 0.00293841|0.00306566 99.938 + 7 310 0.00051840|0.00051094 99.990 + 8 49 0.00009365|0.00007299 99.999 + 9 4 0.00000860|0.00000913 100.000 +========== collision miss ration =========== + _num_filled aver_size k.v size_kv = 4185936, 1.58, x.x 24 + collision,possion,cache_miss hit_find|hit_miss, load_factor = 36.73%,36.74%,31.31% 1.50|2.00, 1.00 +============== buckets size ration ======== +*******************************************************/ + +#pragma once + +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include + +#if EMH_WY_HASH + #include "wyhash.h" +#endif + +#ifdef EMH_KEY + #undef EMH_KEY + #undef EMH_VAL + #undef EMH_PKV + #undef EMH_NEW + #undef EMH_SET + #undef EMH_BUCKET + #undef EMH_EMPTY +#endif + +// likely/unlikely +#if (__GNUC__ >= 4 || __clang__) +# define EMH_LIKELY(condition) __builtin_expect(condition, 1) +# define EMH_UNLIKELY(condition) __builtin_expect(condition, 0) +#else +# define EMH_LIKELY(condition) condition +# define EMH_UNLIKELY(condition) condition +#endif + +#ifndef EMH_BUCKET_INDEX + #define EMH_BUCKET_INDEX 1 +#endif + +#if EMH_BUCKET_INDEX == 0 + #define EMH_KEY(p,n) p[n].second.first + #define EMH_VAL(p,n) p[n].second.second + #define EMH_BUCKET(p,n) p[n].first + #define EMH_PKV(p,n) p[n].second + #define EMH_NEW(key, val, bucket)\ + new(_pairs + bucket) PairT(bucket, value_type(key, val));\ + _num_filled ++; EMH_SET(bucket) +#elif EMH_BUCKET_INDEX == 2 + #define EMH_KEY(p,n) p[n].first.first + #define EMH_VAL(p,n) p[n].first.second + #define EMH_BUCKET(p,n) p[n].second + #define EMH_PKV(p,n) p[n].first + #define EMH_NEW(key, val, bucket)\ + new(_pairs + bucket) PairT(value_type(key, val), bucket);\ + _num_filled ++; EMH_SET(bucket) +#else + #define EMH_KEY(p,n) p[n].first + #define EMH_VAL(p,n) p[n].second + #define EMH_BUCKET(p,n) p[n].bucket + #define EMH_PKV(p,n) p[n] + #define EMH_NEW(key, val, bucket)\ + new(_pairs + bucket) PairT(key, val, bucket);\ + _num_filled ++; EMH_SET(bucket) +#endif + +#define EMH_MASK(bucket) 1 << (bucket % MASK_BIT) +#define EMH_SET(bucket) _bitmask[bucket / MASK_BIT] &= ~(EMH_MASK(bucket)) +#define EMH_CLS(bucket) _bitmask[bucket / MASK_BIT] |= EMH_MASK(bucket) +#define EMH_EMPTY(bitmask, bucket) (_bitmask[bucket / MASK_BIT] & (EMH_MASK(bucket))) != 0 + +#if _WIN32 + #include +#if _WIN64 + #pragma intrinsic(_umul128) +#endif +#endif + +namespace emhash7 { + +#ifdef EMH_SIZE_TYPE_16BIT + typedef uint16_t size_type; + static constexpr size_type INACTIVE = 0xFFFF; +#elif EMH_SIZE_TYPE_64BIT + typedef uint64_t size_type; + static constexpr size_type INACTIVE = 0 - 0x1ull; +#else + typedef uint32_t size_type; + static constexpr size_type INACTIVE = 0 - 0x1u; +#endif + +#ifndef EMH_SIZE_TYPE_16BIT +static_assert((int)INACTIVE < 0, "INACTIVE must negative (to int)"); +#endif + +//count the leading zero bit +static int CTZ(size_t n) +{ +#if defined(__x86_64__) || defined(_WIN32) || (__BYTE_ORDER__ && __BYTE_ORDER__ == __ORDER_LITTLE_ENDIAN__) + +#elif __BIG_ENDIAN__ || (__BYTE_ORDER__ && __BYTE_ORDER__ == __ORDER_BIG_ENDIAN__) + n = __builtin_bswap64(n); +#else + static uint32_t endianness = 0x12345678; + const auto is_big = *(const char *)&endianness == 0x12; + if (is_big) + n = __builtin_bswap64(n); +#endif + +#if _WIN32 + unsigned long index; + #if defined(_WIN64) + _BitScanForward64(&index, n); + #else + _BitScanForward(&index, n); + #endif +#elif defined (__LP64__) || (SIZE_MAX == UINT64_MAX) || defined (__x86_64__) + auto index = __builtin_ctzll(n); +#elif 1 + auto index = __builtin_ctzl(n); +#else + #if defined (__LP64__) || (SIZE_MAX == UINT64_MAX) || defined (__x86_64__) + size_type index; + __asm__("bsfq %1, %0\n" : "=r" (index) : "rm" (n) : "cc"); + #else + size_type index; + __asm__("bsf %1, %0\n" : "=r" (index) : "rm" (n) : "cc"); + #endif +#endif + + return (int)index; +} + +template +struct entry { + using first_type = First; + using second_type = Second; + entry(const First& key, const Second& val, size_type ibucket) + :second(val), first(key) + { + bucket = ibucket; + } + + entry(First&& key, Second&& val, size_type ibucket) + :second(std::move(val)), first(std::move(key)) + { + bucket = ibucket; + } + + template + entry(K&& key, V&& val, size_type ibucket) + :second(std::forward(val)), first(std::forward(key)) + { + bucket = ibucket; + } + + entry(const std::pair& pair) + :second(pair.second), first(pair.first) + { + bucket = INACTIVE; + } + + entry(std::pair&& pair) + :second(std::move(pair.second)), first(std::move(pair.first)) + { + bucket = INACTIVE; + } + + entry(std::tuple&& tup) + :second(std::move(std::get<2>(tup))), first(std::move(std::get<1>(tup))) + { + bucket = INACTIVE; + } + + entry(const entry& rhs) + :second(rhs.second), first(rhs.first) + { + bucket = rhs.bucket; + } + + entry(entry&& rhs) noexcept + :second(std::move(rhs.second)), first(std::move(rhs.first)) + { + bucket = rhs.bucket; + } + + entry& operator = (entry&& rhs) noexcept + { + second = std::move(rhs.second); + bucket = rhs.bucket; + first = std::move(rhs.first); + return *this; + } + + entry& operator = (const entry& rhs) + { + second = rhs.second; + bucket = rhs.bucket; + first = rhs.first; + return *this; + } + + bool operator == (const entry& p) const + { + return first == p.first && second == p.second; + } + + bool operator == (const std::pair& p) const + { + return first == p.first && second == p.second; + } + + void swap(entry& o) + { + std::swap(second, o.second); + std::swap(first, o.first); + } + +#if EMH_ORDER_KV || EMH_SIZE_TYPE_64BIT + First first; + size_type bucket; + Second second; +#else + Second second; + size_type bucket; + First first; +#endif +}; + +/// A cache-friendly hash table with open addressing, linear/qua probing and power-of-two capacity +template , typename EqT = std::equal_to> +class HashMap +{ +#ifndef EMH_DEFAULT_LOAD_FACTOR + constexpr static float EMH_DEFAULT_LOAD_FACTOR = 0.80f; + constexpr static float EMH_MIN_LOAD_FACTOR = 0.25f; //< 0.5 +#endif + +public: + typedef HashMap htype; + typedef std::pair value_type; + +#if EMH_BUCKET_INDEX == 0 + typedef value_type value_pair; + typedef std::pair PairT; +#elif EMH_BUCKET_INDEX == 2 + typedef value_type value_pair; + typedef std::pair PairT; +#else + typedef entry value_pair; + typedef entry PairT; +#endif + + typedef KeyT key_type; + typedef ValueT val_type; + typedef ValueT mapped_type; + typedef HashT hasher; + typedef EqT key_equal; + typedef PairT& reference; + typedef const PairT& const_reference; + + class const_iterator; + class iterator + { + public: + typedef std::forward_iterator_tag iterator_category; + typedef std::ptrdiff_t difference_type; + typedef value_pair value_type; + + typedef value_pair* pointer; + typedef value_pair& reference; + + iterator() = default; + iterator(const const_iterator& it) : _map(it._map), _bucket(it._bucket), _from(it._from), _bmask(it._bmask) { } + iterator(const htype* hash_map, size_type bucket, bool) : _map(hash_map), _bucket(bucket) { init(); } +#if EMH_ITER_SAFE + iterator(const htype* hash_map, size_type bucket) : _map(hash_map), _bucket(bucket) { init(); } +#else + iterator(const htype* hash_map, size_type bucket) : _map(hash_map), _bucket(bucket) { _bmask = _from = 0; } +#endif + + void init() + { + _from = (_bucket / SIZE_BIT) * SIZE_BIT; + if (_bucket < _map->bucket_count()) { + _bmask = *(size_t*)((size_t*)_map->_bitmask + _from / SIZE_BIT); + _bmask |= (1ull << _bucket % SIZE_BIT) - 1; + _bmask = ~_bmask; + } else { + _bmask = 0; + } + } + + size_type bucket() const + { + return _bucket; + } + + void clear(size_type bucket) + { + if (_bucket / SIZE_BIT == bucket / SIZE_BIT) + _bmask &= ~(1ull << (bucket % SIZE_BIT)); + } + + iterator& next() + { + goto_next_element(); + return *this; + } + + iterator& operator++() + { + _bmask &= _bmask - 1; + goto_next_element(); + return *this; + } + + iterator operator++(int) + { + iterator old = *this; + _bmask &= _bmask - 1; + goto_next_element(); + return old; + } + + reference operator*() const + { + return _map->EMH_PKV(_pairs, _bucket); + } + + pointer operator->() const + { + return &(_map->EMH_PKV(_pairs, _bucket)); + } + + bool operator==(const iterator& rhs) const { return _bucket == rhs._bucket; } + bool operator!=(const iterator& rhs) const { return _bucket != rhs._bucket; } + bool operator==(const const_iterator& rhs) const { return _bucket == rhs._bucket; } + bool operator!=(const const_iterator& rhs) const { return _bucket != rhs._bucket; } + + private: + void goto_next_element() + { + if (_bmask != 0) { + _bucket = _from + CTZ(_bmask); + return; + } + + do { + _bmask = ~*(size_t*)((size_t*)_map->_bitmask + (_from += SIZE_BIT) / SIZE_BIT); + } while (_bmask == 0); + + _bucket = _from + CTZ(_bmask); + } + + public: + const htype* _map; + size_type _bucket; + size_type _from; + size_t _bmask; + }; + + class const_iterator + { + public: + typedef std::forward_iterator_tag iterator_category; + typedef std::ptrdiff_t difference_type; + typedef value_pair value_type; + + typedef const value_pair* pointer; + typedef const value_pair& reference; + + const_iterator(const iterator& it) : _map(it._map), _bucket(it._bucket), _from(it._from), _bmask(it._bmask) { } + const_iterator(const htype* hash_map, size_type bucket, bool) : _map(hash_map), _bucket(bucket) { init(); } +#if EMH_ITER_SAFE + const_iterator(const htype* hash_map, size_type bucket) : _map(hash_map), _bucket(bucket) { init(); } +#else + const_iterator(const htype* hash_map, size_type bucket) : _map(hash_map), _bucket(bucket) { _bmask = _from = 0; } +#endif + + void init() + { + _from = (_bucket / SIZE_BIT) * SIZE_BIT; + if (_bucket < _map->bucket_count()) { + _bmask = *(size_t*)((size_t*)_map->_bitmask + _from / SIZE_BIT); + _bmask |= (1ull << _bucket % SIZE_BIT) - 1; + _bmask = ~_bmask; + } else { + _bmask = 0; + } + } + + size_type bucket() const + { + return _bucket; + } + + const_iterator& operator++() + { + goto_next_element(); + return *this; + } + + const_iterator operator++(int) + { + const_iterator old(*this); + goto_next_element(); + return old; + } + + reference operator*() const + { + return _map->EMH_PKV(_pairs, _bucket); + } + + pointer operator->() const + { + return &(_map->EMH_PKV(_pairs, _bucket)); + } + + bool operator==(const const_iterator& rhs) const { return _bucket == rhs._bucket; } + bool operator!=(const const_iterator& rhs) const { return _bucket != rhs._bucket; } + + private: + void goto_next_element() + { + _bmask &= _bmask - 1; + if (_bmask != 0) { + _bucket = _from + CTZ(_bmask); + return; + } + + do { + _bmask = ~*(size_t*)((size_t*)_map->_bitmask + (_from += SIZE_BIT) / SIZE_BIT); + } while (_bmask == 0); + + _bucket = _from + CTZ(_bmask); + } + + public: + const htype* _map; + size_type _bucket; + size_type _from; + size_t _bmask; + }; + + void init(size_type bucket, float mlf = EMH_DEFAULT_LOAD_FACTOR) + { + _pairs = nullptr; + _bitmask = nullptr; + _num_buckets = _num_filled = 0; + max_load_factor(mlf); + rehash(bucket); + } + + HashMap(size_type bucket = 2, float mlf = EMH_DEFAULT_LOAD_FACTOR) noexcept + { + init(bucket, mlf); + } + + size_t AllocSize(uint64_t num_buckets) const + { + return (num_buckets + EPACK_SIZE) * sizeof(PairT) + (num_buckets + 7) / 8 + BIT_PACK; + } + + HashMap(const HashMap& rhs) noexcept + { + if (rhs.load_factor() > EMH_MIN_LOAD_FACTOR) { + _pairs = (PairT*)malloc(AllocSize(rhs._num_buckets)); + clone(rhs); + } else { + init(rhs._num_filled + 2, EMH_DEFAULT_LOAD_FACTOR); + for (auto it = rhs.begin(); it != rhs.end(); ++it) + insert_unique(it->first, it->second); + } + } + + HashMap(HashMap&& rhs) noexcept + { +#ifndef EMH_ZERO_MOVE + init(4); +#else + _num_buckets = _num_filled = _mask = 0; + _pairs = nullptr; +#endif + swap(rhs); + } + + HashMap(std::initializer_list ilist) + { + init((size_type)ilist.size()); + for (auto it = ilist.begin(); it != ilist.end(); ++it) + do_insert(*it); + } + + template + HashMap(InputIt first, InputIt last, size_type bucket_count=4) + { + init(std::distance(first, last) + bucket_count); + for (; first != last; ++first) + emplace(*first); + } + + HashMap& operator= (const HashMap& rhs) noexcept + { + if (this == &rhs) + return *this; + + if (rhs.load_factor() < EMH_MIN_LOAD_FACTOR) { + clear(); free(_pairs); _pairs = nullptr; + rehash(rhs._num_filled + 2); + for (auto it = rhs.begin(); it != rhs.end(); ++it) + insert_unique(it->first, it->second); + return *this; + } + + if (_num_filled) + clearkv(); + + if (_num_buckets != rhs._num_buckets) { + free(_pairs); + _pairs = (PairT*)malloc(AllocSize(rhs._num_buckets)); + } + + clone(rhs); + return *this; + } + + HashMap& operator= (HashMap&& rhs) noexcept + { + if (this != &rhs) { + swap(rhs); + rhs.clear(); + } + return *this; + } + + template + bool operator == (const Con& rhs) const + { + if (size() != rhs.size()) + return false; + + for (auto it = begin(), last = end(); it != last; ++it) { + auto oi = rhs.find(it->first); + if (oi == rhs.end() || it->second != oi->second) + return false; + } + return true; + } + + template + bool operator != (const Con& rhs) const { return !(*this == rhs); } + + ~HashMap() noexcept + { + if (is_triviall_destructable() && _num_filled) { + for (auto it = cbegin(); _num_filled; ++it) { + _num_filled --; + it->~value_pair(); + } + } + free(_pairs); + } + + void clone(const HashMap& rhs) noexcept + { + _hasher = rhs._hasher; + //_eq = rhs._eq; + + _num_filled = rhs._num_filled; + _mask = rhs._mask; + _mlf = rhs._mlf; + _num_buckets = rhs._num_buckets; + + _bitmask = decltype(_bitmask)(_pairs + EPACK_SIZE + _num_buckets); + auto* opairs = rhs._pairs; + + if (is_copy_trivially()) + memcpy(_pairs, opairs, AllocSize(_num_buckets)); + else { + memcpy(_pairs + _num_buckets, opairs + _num_buckets, EPACK_SIZE * sizeof(PairT) + (_num_buckets + 7) / 8 + BIT_PACK); + for (auto it = rhs.cbegin(); it.bucket() <= _mask; ++it) { + const auto bucket = it.bucket(); + EMH_BUCKET(_pairs, bucket) = EMH_BUCKET(opairs, bucket); + new(_pairs + bucket) PairT(opairs[bucket]); + } + } + } + + void swap(HashMap& rhs) + { + std::swap(_hasher, rhs._hasher); + //std::swap(_eq, rhs._eq); + std::swap(_pairs, rhs._pairs); + std::swap(_num_buckets, rhs._num_buckets); + std::swap(_num_filled, rhs._num_filled); + std::swap(_mask, rhs._mask); + std::swap(_mlf, rhs._mlf); + std::swap(_bitmask, rhs._bitmask); + } + + // ------------------------------------------------------------- + iterator begin() noexcept + { +#ifdef EMH_ZERO_MOVE + if (0 == _num_filled) + return {this, _num_buckets}; +#endif + + const auto bmask = ~(*(size_t*)_bitmask); + if (bmask != 0) + return {this, (size_type)CTZ(bmask), true}; + + iterator it(this, sizeof(bmask) * 8 - 1); + return it.next(); + } + + const_iterator cbegin() const noexcept + { +#ifdef EMH_ZERO_MOVE + if (0 == _num_filled) + return {this, _num_buckets}; +#endif + + const auto bmask = ~(*(size_t*)_bitmask); + if (bmask != 0) + return {this, (size_type)CTZ(bmask), true}; + + iterator it(this, sizeof(bmask) * 8 - 1); + return it.next(); + } + + iterator last() const + { + if (_num_filled == 0) + return end(); + + auto bucket = _mask; + while (EMH_EMPTY(_pairs, bucket)) bucket--; + return {this, bucket, true}; + } + + inline const_iterator begin() const noexcept { return cbegin(); } + + inline iterator end() noexcept { return {this, _num_buckets}; } + inline const_iterator cend() const { return {this, _num_buckets}; } + inline const_iterator end() const { return cend(); } + + inline size_type size() const { return _num_filled; } + inline bool empty() const { return _num_filled == 0; } + + inline size_type bucket_count() const { return _num_buckets; } + inline float load_factor() const { return static_cast(_num_filled) / (_mask + 1); } + + inline HashT& hash_function() const { return _hasher; } + inline EqT& key_eq() const { return _eq; } + + inline void max_load_factor(float mlf) + { + if (mlf < 0.999f && mlf > EMH_MIN_LOAD_FACTOR) + _mlf = (uint32_t)((1 << 27) / mlf); + } + + inline constexpr float max_load_factor() const { return (1 << 27) / (float)_mlf; } + inline constexpr size_type max_size() const { return 1ull << (sizeof(size_type) * 8 - 1); } + inline constexpr size_type max_bucket_count() const { return max_size(); } + + size_type bucket_main() const + { + auto main_size = 0; + for (size_type bucket = 0; bucket < _num_buckets; ++bucket) { + if (EMH_BUCKET(_pairs, bucket) == bucket) + main_size ++; + } + return main_size; + } + +#if EMH_STATIS + //Returns the bucket number where the element with key k is located. + size_type bucket(const KeyT& key) const + { + const auto bucket = hash_key(key) & _mask; + const auto next_bucket = EMH_BUCKET(_pairs, bucket); + if (EMH_EMPTY(_pairs, bucket)) + return 0; + else if (bucket == next_bucket) + return bucket + 1; + + const auto& bucket_key = EMH_KEY(_pairs, bucket); + return (hash_key(bucket_key) & _mask) + 1; + } + + //Returns the number of elements in bucket n. + size_type bucket_size(const size_type bucket) const + { + if (EMH_EMPTY(_pairs, bucket)) + return 0; + + auto next_bucket = EMH_BUCKET(_pairs, bucket); + next_bucket = hash_key(EMH_KEY(_pairs, bucket)) & _mask; + size_type bucket_size = 1; + + //iterator each item in current main bucket + while (true) { + const auto nbucket = EMH_BUCKET(_pairs, next_bucket); + if (nbucket == next_bucket) { + break; + } + bucket_size++; + next_bucket = nbucket; + } + return bucket_size; + } + + size_type get_main_bucket(const size_type bucket) const + { + if (EMH_EMPTY(_pairs, bucket)) + return INACTIVE; + + auto next_bucket = EMH_BUCKET(_pairs, bucket); + const auto& bucket_key = EMH_KEY(_pairs, bucket); + const auto main_bucket = hash_key(bucket_key) & _mask; + return main_bucket; + } + + size_type get_diss(size_type bucket, size_type next_bucket, const size_type slots) const + { + const int cahe_line_size = 64; + auto pbucket = reinterpret_cast(&_pairs[bucket]); + auto pnext = reinterpret_cast(&_pairs[next_bucket]); + if (pbucket / cahe_line_size == pnext / cahe_line_size) + return 0; + size_type diff = pbucket > pnext ? (pbucket - pnext) : (pnext - pbucket); + if (diff / cahe_line_size + 1 < slots) + return (diff / cahe_line_size + 1); + return slots - 1; + } + + int get_bucket_info(const size_type bucket, size_type steps[], const size_type slots) const + { + if (EMH_EMPTY(_pairs, bucket)) + return -1; + + auto next_bucket = EMH_BUCKET(_pairs, bucket); + if ((hash_key(EMH_KEY(_pairs, bucket)) & _mask) != bucket) + return 0; + else if (next_bucket == bucket) + return 1; + + steps[get_diss(bucket, next_bucket, slots)] ++; + size_type bucket_size = 2; + while (true) { + const auto nbucket = EMH_BUCKET(_pairs, next_bucket); + if (nbucket == next_bucket) + break; + + steps[get_diss(nbucket, next_bucket, slots)] ++; + bucket_size ++; + next_bucket = nbucket; + } + + return bucket_size; + } + + void dump_statics(bool show_cache) const + { + const int slots = 128; + size_type buckets[slots + 1] = {0}; + size_type steps[slots + 1] = {0}; + char buff[1024 * 8]; + for (size_type bucket = 0; bucket < _num_buckets; ++bucket) { + auto bsize = get_bucket_info(bucket, steps, slots); + if (bsize >= 0) + buckets[bsize] ++; + } + + size_type sumb = 0, sums = 0, sumn = 0; + size_type miss = 0, finds = 0, bucket_coll = 0; + double lf = load_factor(), fk = 1.0 / exp(lf), sum_poisson = 0; + int bsize = sprintf (buff, "============== buckets size ration ========\n"); + + miss += _num_buckets - _num_filled; + for (int i = 1, factorial = 1; i < sizeof(buckets) / sizeof(buckets[0]); i++) { + double poisson = fk / factorial; factorial *= i; fk *= lf; + if (poisson > 1e-13 && i < 20) + sum_poisson += poisson * 100.0 * (i - 1) / i; + + const int64_t bucketsi = buckets[i]; + if (bucketsi == 0) + continue; + + sumb += bucketsi; + sumn += bucketsi * i; + bucket_coll += bucketsi * (i - 1); + finds += bucketsi * i * (i + 1) / 2; + miss += bucketsi * i * i; + auto errs = (bucketsi * 1.0 * i / _num_filled - poisson) * 100 / poisson; + bsize += sprintf(buff + bsize, " %2d %8ld %0.8lf|%0.2lf%% %2.3lf\n", + i, bucketsi, bucketsi * 1.0 * i / _num_filled, errs, sumn * 100.0 / _num_filled); + if (sumn >= _num_filled) + break; + } + + bsize += sprintf(buff + bsize, "========== collision miss ration ===========\n"); + for (size_type i = 0; show_cache && i < sizeof(steps) / sizeof(steps[0]); i++) { + sums += steps[i]; + if (steps[i] == 0) + continue; + if (steps[i] > 10) + bsize += sprintf(buff + bsize, " %2d %8u %0.2lf %.2lf\n", (int)i, steps[i], steps[i] * 100.0 / bucket_coll, sums * 100.0 / bucket_coll); + } + + if (sumb == 0) return; + + bsize += sprintf(buff + bsize, " _num_filled aver_size k.v size_kv = %u, %.2lf, %s.%s %zd\n", + _num_filled, _num_filled * 1.0 / sumb, typeid(KeyT).name(), typeid(ValueT).name(), sizeof(PairT)); + + bsize += sprintf(buff + bsize, " collision, poisson, cache_miss hit_find|hit_miss, load_factor = %.2lf%%,%.2lf%%,%.2lf%% %.2lf|%.2lf, %.2lf\n", + (bucket_coll * 100.0 / _num_filled), sum_poisson, (bucket_coll - steps[0]) * 100.0 / _num_filled, + finds * 1.0 / _num_filled, miss * 1.0 / _num_buckets, _num_filled * 1.0 / _num_buckets); + + bsize += sprintf(buff + bsize, "============== buckets size end =============\n"); + buff[bsize + 1] = 0; + +#ifdef EMH_LOG + EMH_LOG << __FUNCTION__ << "|" << buff << endl; +#else + puts(buff); +#endif + assert(sumn == _num_filled); + assert(sums == bucket_coll || !show_cache); + assert(bucket_coll == buckets[0]); + } +#endif + + // ------------------------------------------------------------ + template + inline iterator find(const Key& key, size_t key_hash) noexcept + { + return {this, find_filled_hash(key, key_hash)}; + } + + template + inline const_iterator find(const Key& key, size_t key_hash) const noexcept + { + return {this, find_filled_hash(key, key_hash)}; + } + + template + inline iterator find(const Key& key) noexcept + { + return {this, find_filled_bucket(key)}; + } + + template + inline const_iterator find(const Key& key) const noexcept + { + return {this, find_filled_bucket(key)}; + } + + template + ValueT& at(const KeyT& key) + { + const auto bucket = find_filled_bucket(key); + //throw + return EMH_VAL(_pairs, bucket); + } + + template + const ValueT& at(const KeyT& key) const + { + const auto bucket = find_filled_bucket(key); + //throw + return EMH_VAL(_pairs, bucket); + } + + template + inline bool contains(const Key& key) const noexcept + { + return find_filled_bucket(key) != _num_buckets; + } + + template + inline size_type count(const Key& key) const noexcept + { + return find_filled_bucket(key) != _num_buckets ? 1 : 0; + } + + template + std::pair equal_range(const Key& key) const noexcept + { + const auto found = {this, find_filled_bucket(key), true}; + if (found.bucket() == _num_buckets) + return { found, found }; + else + return { found, std::next(found) }; + } + + template + std::pair equal_range(const K& key) const + { + const auto found = {this, find_filled_bucket(key), true}; + if (found.bucket() == _num_buckets) + return { found, found }; + else + return { found, std::next(found) }; + } + + void merge(HashMap& rhs) + { + if (empty()) { + *this = std::move(rhs); + return; + } + + for (auto rit = rhs.begin(); rit != rhs.end(); ) { + auto fit = find(rit->first); + if (fit.bucket() == _num_buckets) { + insert_unique(rit->first, std::move(rit->second)); + rit = rhs.erase(rit); + } else { + ++rit; + } + } + } + +#ifdef EMH_EXT + bool try_get(const KeyT& key, ValueT& val) const noexcept + { + const auto bucket = find_filled_bucket(key); + const auto found = bucket != _num_buckets; + if (found) { + val = EMH_VAL(_pairs, bucket); + } + return found; + } + + /// Returns the matching ValueT or nullptr if k isn't found. + ValueT* try_get(const KeyT& key) noexcept + { + const auto bucket = find_filled_bucket(key); + return bucket == _num_buckets ? nullptr : &EMH_VAL(_pairs, bucket); + } + + /// Const version of the above + ValueT* try_get(const KeyT& key) const noexcept + { + const auto bucket = find_filled_bucket(key); + return bucket == _num_buckets ? nullptr : &EMH_VAL(_pairs, bucket); + } + + /// Convenience function. + ValueT get_or_return_default(const KeyT& key) const noexcept + { + const auto bucket = find_filled_bucket(key); + return bucket == _num_buckets ? ValueT() : EMH_VAL(_pairs, bucket); + } +#endif + + // ----------------------------------------------------- + template + std::pair do_assign(K&& key, V&& val) + { + reserve(_num_filled); + + bool isempty; + const auto bucket = find_or_allocate(key, isempty); + if (isempty) { + EMH_NEW(std::forward(key), std::forward(val), bucket); + } else { + EMH_VAL(_pairs, bucket) = std::move(val); + } + return { {this, bucket}, isempty }; + } + + std::pair do_insert(const value_type& value) + { + bool isempty; + const auto bucket = find_or_allocate(value.first, isempty); + if (isempty) { + EMH_NEW(value.first, value.second, bucket); + } + return { {this, bucket}, isempty }; + } + + std::pair do_insert(value_type&& value) + { + bool isempty; + const auto bucket = find_or_allocate(value.first, isempty); + if (isempty) { + EMH_NEW(std::move(value.first), std::move(value.second), bucket); + } + return { {this, bucket}, isempty }; + } + + template + std::pair do_insert(K&& key, V&& val) + { + bool isempty; + const auto bucket = find_or_allocate(key, isempty); + if (isempty) { + EMH_NEW(std::forward(key), std::forward(val), bucket); + } + return { {this, bucket}, isempty }; + } + + std::pair insert(const value_type& value) + { + check_expand_need(); + return do_insert(value); + } + + std::pair insert(value_type&& value) + { + check_expand_need(); + return do_insert(std::move(value)); + } + + void insert(std::initializer_list ilist) + { + reserve(ilist.size() + _num_filled); + for (auto it = ilist.begin(); it != ilist.end(); ++it) + do_insert(*it); + } + + template + void insert(Iter first, Iter last) + { + reserve(std::distance(first, last) + _num_filled); + for (auto it = first; it != last; ++it) + do_insert(it->first, it->second); + } + +#if 0 + template + void insert_unique(Iter begin, Iter end) + { + reserve(std::distance(begin, end) + _num_filled); + for (; begin != end; ++begin) + do_insert_unqiue(*begin); + } +#endif + + template + inline size_type insert_unique(K&& key, V&& val) + { + return do_insert_unqiue(std::forward(key), std::forward(val)); + } + + inline size_type insert_unique(value_type&& value) + { + return do_insert_unqiue(std::move(value.first), std::move(value.second)); + } + + inline size_type insert_unique(const value_type& value) + { + return do_insert_unqiue(value.first, value.second); + } + + template + size_type do_insert_unqiue(K&& key, V&& val) + { + check_expand_need(); + auto bucket = find_unique_bucket(key); + EMH_NEW(std::forward(key), std::forward(val), bucket); + return bucket; + } + + std::pair insert_or_assign(const KeyT& key, ValueT&& val) { return do_assign(key, std::forward(val)); } + std::pair insert_or_assign(KeyT&& key, ValueT&& val) { return do_assign(std::move(key), std::forward(val)); } + + template + std::pair emplace(Args&&... args) noexcept + { + check_expand_need(); + return do_insert(std::forward(args)...); + } + + template + iterator emplace_hint(const_iterator hint, Args&&... args) + { + (void)hint; + check_expand_need(); + return do_insert(std::forward(args)...).first; + } + + template + std::pair try_emplace(const KeyT& key, Args&&... args) + { + check_expand_need(); + return do_insert(key, std::forward(args)...); + } + + template + std::pair try_emplace(KeyT&& key, Args&&... args) + { + check_expand_need(); + return do_insert(std::forward(key), std::forward(args)...); + } + + template + size_type emplace_unique(Args&&... args) noexcept + { + return insert_unique(std::forward(args)...); + } + + /* Check if inserting a new value rather than overwriting an old entry */ + ValueT& operator[](const KeyT& key) noexcept + { + check_expand_need(); + + bool isempty; + const auto bucket = find_or_allocate(key, isempty); + if (isempty) { + EMH_NEW(key, std::move(ValueT()), bucket); + } + + return EMH_VAL(_pairs, bucket); + } + + ValueT& operator[](KeyT&& key) noexcept + { + check_expand_need(); + + bool isempty; + const auto bucket = find_or_allocate(key, isempty); + if (isempty) { + EMH_NEW(std::move(key), std::move(ValueT()), bucket); + } + + return EMH_VAL(_pairs, bucket); + } + + // ------------------------------------------------------- + /// Erase an element from the hash table. + /// return 0 if element was not found + template + size_type erase(const Key& key) + { + const auto bucket = erase_key(key); + if (bucket == INACTIVE) + return 0; + + clear_bucket(bucket); + return 1; + } + + //iterator erase const_iterator + iterator erase(const_iterator cit) + { + iterator it(cit); + return erase(it); + } + + /// Erase an element typedef an iterator. + /// Returns an iterator to the next element (or end()). + iterator erase(iterator it) + { + const auto bucket = erase_bucket(it._bucket); + clear_bucket(bucket); + if (bucket == it._bucket) { + return ++it; + } else { + //erase main bucket as next + it.clear(bucket); + return it; + } + } + + /// Erase an element typedef an iterator without return next iterator + void _erase(const_iterator it) + { + const auto bucket = erase_bucket(it._bucket); + clear_bucket(bucket); + } + + template + size_type erase_if(Pred pred) + { + auto old_size = size(); + for (auto it = begin(), last = end(); it != last; ) { + if (pred(*it)) + it = erase(it); + else + ++it; + } + return old_size - size(); + } + + static constexpr bool is_triviall_destructable() + { +#if __cplusplus >= 201402L || _MSC_VER > 1600 + return !(std::is_trivially_destructible::value && std::is_trivially_destructible::value); +#else + return !(std::is_pod::value && std::is_pod::value); +#endif + } + + static constexpr bool is_copy_trivially() + { +#if __cplusplus >= 201402L || _MSC_VER > 1600 + return (std::is_trivially_copyable::value && std::is_trivially_copyable::value); +#else + return (std::is_pod::value && std::is_pod::value); +#endif + } + + void clearkv() + { + if (is_triviall_destructable()) { + for (auto it = cbegin(); _num_filled; ++it) + clear_bucket(it.bucket()); + } + } + + /// Remove all elements, keeping full capacity. + void clear() + { + if (!is_triviall_destructable() && _num_filled) { + memset(_bitmask, 0xFFFFFFFF, (_num_buckets + 7) / 8); + if (_num_buckets < 8) _bitmask[0] = (1 << _num_buckets) - 1; + } + else if (_num_filled) + clearkv(); + + //EMH_BUCKET(_pairs, _num_buckets) = 0; //_last + _num_filled = 0; + } + + void shrink_to_fit() + { + rehash(_num_filled + 1); + } + + /// Make room for this many elements + bool reserve(uint64_t num_elems) + { + const auto required_buckets = (num_elems * _mlf >> 27); + if (EMH_LIKELY(required_buckets < _num_buckets)) + return false; + +#if EMH_HIGH_LOAD + if (required_buckets < 64 && _num_filled < _num_buckets) + return false; +#endif + +#if EMH_STATIS + if (_num_filled > EMH_STATIS) dump_statics(true); +#endif + rehash(required_buckets + 2); + return true; + } + + void rehash(uint64_t required_buckets) + { + if (required_buckets < _num_filled) + return; + + uint64_t buckets = _num_filled > (1u << 16) ? (1u << 16) : 2u; + while (buckets < required_buckets) { buckets *= 2; } + + // no need alloc large bucket for small key sizeof(KeyT) < sizeof(int). + // set small a max_load_factor, insert/reserve() will fail and introduce rehash issiue TODO: dothing ? + if (sizeof(KeyT) < sizeof(size_type) && buckets >= (1ul << (2 * 8))) + buckets = 2ul << (sizeof(KeyT) * 8); + + assert(buckets < max_size() && buckets > _num_filled); + //TODO: throwOverflowError + + auto num_buckets = (size_type)buckets; + auto old_num_filled = _num_filled; + auto old_mask = _num_buckets - 1; + auto old_pairs = _pairs; + auto* obmask = _bitmask; + + _num_filled = 0; + _num_buckets = num_buckets; + _mask = num_buckets - 1; + + _pairs = (PairT*)malloc(AllocSize(_num_buckets)); + memset((char*)(_pairs + _num_buckets), 0, sizeof(PairT) * EPACK_SIZE); + + _bitmask = decltype(_bitmask)(_pairs + EPACK_SIZE + num_buckets); + + const auto mask_byte = (num_buckets + 7) / 8; + memset(_bitmask, 0xFFFFFFFF, mask_byte); + memset(((char*)_bitmask) + mask_byte, 0, BIT_PACK); + if (num_buckets < 8) + _bitmask[0] = (1 << num_buckets) - 1; + + //for (size_type src_bucket = 0; _num_filled < old_num_filled; src_bucket++) { + for (size_type src_bucket = old_mask; _num_filled < old_num_filled; src_bucket --) { + if (obmask[src_bucket / MASK_BIT] & (EMH_MASK(src_bucket))) + continue; + + auto& key = EMH_KEY(old_pairs, src_bucket); + const auto bucket = find_unique_bucket(key); + EMH_NEW(std::move(key), std::move(EMH_VAL(old_pairs, src_bucket)), bucket); + if (is_triviall_destructable()) + old_pairs[src_bucket].~PairT(); + } + +#if EMH_REHASH_LOG + if (_num_filled > EMH_REHASH_LOG) { + auto mbucket = bucket_main(); + char buff[255] = {0}; + sprintf(buff, " _num_filled/collision/main/K.V/pack/ = %u/%.2lf%%(%.2lf%%)/%s.%s/%zd", + _num_filled, 200.0f * (_num_filled - mbucket) / _mask, 100.0f * mbucket / _mask, + typeid(KeyT).name(), typeid(ValueT).name(), sizeof(_pairs[0])); +#ifdef EMH_LOG + static size_t ihashs = 0; + EMH_LOG << "rhash_nums = " << ihashs ++ << "|" <<__FUNCTION__ << "|" << buff << endl; +#else + puts(buff); +#endif + } +#endif + + free(old_pairs); + assert(old_num_filled == _num_filled); + } + +private: + // Can we fit another element? + inline bool check_expand_need() + { + return reserve(_num_filled); + } + + void clear_bucket(size_type bucket) + { + EMH_CLS(bucket); + _num_filled--; + if (is_triviall_destructable()) + _pairs[bucket].~PairT(); + } + +#if 1 + //template::value, size_type>::type = 0> + template + size_type erase_key(const UType& key) + { + const auto bucket = hash_key(key) & _mask; + if (EMH_EMPTY(_pairs, bucket)) + return INACTIVE; + + auto next_bucket = EMH_BUCKET(_pairs, bucket); + const auto eqkey = _eq(key, EMH_KEY(_pairs, bucket)); + if (eqkey) { + if (next_bucket == bucket) + return bucket; + + const auto nbucket = EMH_BUCKET(_pairs, next_bucket); + if (is_copy_trivially()) + EMH_PKV(_pairs, bucket) = EMH_PKV(_pairs, next_bucket); + else + EMH_PKV(_pairs, bucket).swap(EMH_PKV(_pairs, next_bucket)); + + EMH_BUCKET(_pairs, bucket) = (nbucket == next_bucket) ? bucket : nbucket; + return next_bucket; + } else if (next_bucket == bucket) + return INACTIVE; + /* else if (EMH_UNLIKELY(bucket != hash_key(EMH_KEY(_pairs, bucket)) & _mask)) + return INACTIVE; + */ + + auto prev_bucket = bucket; + while (true) { + const auto nbucket = EMH_BUCKET(_pairs, next_bucket); + if (_eq(key, EMH_KEY(_pairs, next_bucket))) { + EMH_BUCKET(_pairs, prev_bucket) = (nbucket == next_bucket) ? prev_bucket : nbucket; + return next_bucket; + } + + if (nbucket == next_bucket) + break; + prev_bucket = next_bucket; + next_bucket = nbucket; + } + + return INACTIVE; + } +#else + template::value, size_type>::type = 0> + size_type erase_key(const UType& key) + { + const auto bucket = hash_key(key) & _mask; + if (EMH_EMPTY(_pairs, bucket)) + return INACTIVE; + + auto next_bucket = EMH_BUCKET(_pairs, bucket); + if (next_bucket == bucket) + return _eq(key, EMH_KEY(_pairs, bucket)) ? bucket : INACTIVE; +// else if (bucket != hash_key(EMH_KEY(_pairs, bucket))) +// return INACTIVE; + + //find erase key and swap to last bucket + size_type prev_bucket = bucket, find_bucket = INACTIVE; + next_bucket = bucket; + while (true) { + const auto nbucket = EMH_BUCKET(_pairs, next_bucket); + if (_eq(key, EMH_KEY(_pairs, next_bucket))) { + find_bucket = next_bucket; + if (nbucket == next_bucket) { + EMH_BUCKET(_pairs, prev_bucket) = prev_bucket; + break; + } + } + if (nbucket == next_bucket) { + if (find_bucket != INACTIVE) { + EMH_PKV(_pairs, find_bucket).swap(EMH_PKV(_pairs, nbucket)); +// EMH_PKV(_pairs, find_bucket) = EMH_PKV(_pairs, nbucket); + EMH_BUCKET(_pairs, prev_bucket) = prev_bucket; + find_bucket = nbucket; + } + break; + } + prev_bucket = next_bucket; + next_bucket = nbucket; + } + + return find_bucket; + } +#endif + + size_type erase_bucket(const size_type bucket) + { + const auto next_bucket = EMH_BUCKET(_pairs, bucket); + const auto main_bucket = hash_key(EMH_KEY(_pairs, bucket)) & _mask; + if (bucket == main_bucket) { + if (bucket != next_bucket) { + const auto nbucket = EMH_BUCKET(_pairs, next_bucket); + if (is_copy_trivially()) + EMH_PKV(_pairs, bucket) = EMH_PKV(_pairs, next_bucket); + else + EMH_PKV(_pairs, bucket).swap(EMH_PKV(_pairs, next_bucket)); + EMH_BUCKET(_pairs, bucket) = (nbucket == next_bucket) ? bucket : nbucket; + } + return next_bucket; + } + + const auto prev_bucket = find_prev_bucket(main_bucket, bucket); + EMH_BUCKET(_pairs, prev_bucket) = (bucket == next_bucket) ? prev_bucket : next_bucket; + return bucket; + } + + // Find the bucket with this key, or return bucket size + template + size_type find_filled_hash(const K& key, const size_t key_hash) const + { + const auto bucket = key_hash & _mask; + if (EMH_EMPTY(_pairs, bucket)) + return _num_buckets; + + auto next_bucket = bucket; + while (true) { + if (_eq(key, EMH_KEY(_pairs, next_bucket))) + return next_bucket; + + const auto nbucket = EMH_BUCKET(_pairs, next_bucket); + if (nbucket == next_bucket) + break; + next_bucket = nbucket; + } + + return _num_buckets; + } + + // Find the bucket with this key, or return bucket size + template + size_type find_filled_bucket(const K& key) const + { + const auto bucket = hash_key(key) & _mask; + if (EMH_EMPTY(_pairs, bucket)) + return _num_buckets; + + auto next_bucket = bucket; +// else if (bucket != (hash_key(bucket_key) & _mask)) +// return _num_buckets; + + while (true) { + if (_eq(key, EMH_KEY(_pairs, next_bucket))) + return next_bucket; + + const auto nbucket = EMH_BUCKET(_pairs, next_bucket); + if (nbucket == next_bucket) + return _num_buckets; + next_bucket = nbucket; + } + + return 0; + } + + //kick out bucket and find empty to occpuy + //it will break the orgin link and relnik again. + //before: main_bucket-->prev_bucket --> bucket --> next_bucket + //atfer : main_bucket-->prev_bucket --> (removed)--> new_bucket--> next_bucket + size_type kickout_bucket(const size_type kmain, const size_type kbucket) + { + const auto next_bucket = EMH_BUCKET(_pairs, kbucket); + const auto new_bucket = find_empty_bucket(next_bucket, kbucket); + const auto prev_bucket = find_prev_bucket(kmain, kbucket); + new(_pairs + new_bucket) PairT(std::move(_pairs[kbucket])); + if (is_triviall_destructable()) + _pairs[kbucket].~PairT(); + + if (next_bucket == kbucket) + EMH_BUCKET(_pairs, new_bucket) = new_bucket; + EMH_BUCKET(_pairs, prev_bucket) = new_bucket; + + EMH_SET(new_bucket); + return kbucket; + } + +/* +** inserts a new key into a hash table; first check whether key's main +** bucket/position is free. If not, check whether colliding node/bucket is in its main +** position or not: if it is not, move colliding bucket to an empty place and +** put new key in its main position; otherwise (colliding bucket is in its main +** position), new key goes to an empty position. ***/ + + template + size_type find_or_allocate(const K& key, bool& isempty) + { + const auto bucket = hash_key(key) & _mask; + const auto& bucket_key = EMH_KEY(_pairs, bucket); + if (EMH_EMPTY(_pairs, bucket)) { + isempty = true; + return bucket; + } + else if (_eq(key, bucket_key)) { + isempty = false; + return bucket; + } + + isempty = true; + auto next_bucket = EMH_BUCKET(_pairs, bucket); + //check current bucket_key is in main bucket or not + const auto kmain_bucket = hash_key(bucket_key) & _mask; + if (kmain_bucket != bucket) + return kickout_bucket(kmain_bucket, bucket); + else if (next_bucket == bucket) + return EMH_BUCKET(_pairs, next_bucket) = find_empty_bucket(next_bucket, bucket); + +#if EMH_LRU_SET + auto prev_bucket = bucket; +#endif + //find next linked bucket and check key, if lru is set then swap current key with prev_bucket + while (true) { + if (EMH_UNLIKELY(_eq(key, EMH_KEY(_pairs, next_bucket)))) { + isempty = false; +#if EMH_LRU_SET + EMH_PKV(_pairs, next_bucket).swap(EMH_PKV(_pairs, prev_bucket)); + return prev_bucket; +#else + return next_bucket; +#endif + } + +#if EMH_LRU_SET + prev_bucket = next_bucket; +#endif + + const auto nbucket = EMH_BUCKET(_pairs, next_bucket); + if (nbucket == next_bucket) + break; + next_bucket = nbucket; + } + + //find a new empty and link it to tail, TODO link after main bucket? + const auto new_bucket = find_empty_bucket(next_bucket, bucket);// : find_empty_bucket(next_bucket); + return EMH_BUCKET(_pairs, next_bucket) = new_bucket; + } + + // key is not in this map. Find a place to put it. + size_type find_empty_bucket(const size_type bucket_from, const size_type main_bucket) + { +#ifdef EMH_ALIGN64 // only works 64bit + const auto boset = bucket_from % MASK_BIT; + auto* const align = _bitmask + bucket_from / MASK_BIT; + const auto bmask = ((size_t)align[1] << (MASK_BIT - boset)) | (align[0] >> boset); + if (EMH_LIKELY(bmask != 0)) + return bucket_from + CTZ(bmask); +#elif EMH_ITER_SAFE + const auto boset = bucket_from % 8; + auto* const start = (uint8_t*)_bitmask + bucket_from / 8; + size_t bmask; memcpy(&bmask, start + 0, sizeof(bmask)); bmask >>= boset;// bmask |= ((size_t)start[8] << (SIZE_BIT - boset)); + if (EMH_LIKELY(bmask != 0)) + return bucket_from + CTZ(bmask); +#else + const auto boset = main_bucket % 8; + auto* const align = (uint8_t*)_bitmask + main_bucket / 8; (void)bucket_from; + const size_t bmask = (*(size_t*)(align) >> boset);// & 0xF0F0F0F0FF0FF0FFull;// + if (EMH_LIKELY(bmask != 0)) + return main_bucket + CTZ(bmask); +#endif + + const auto qmask = _mask / SIZE_BIT; + if (0) { + const size_type step = (main_bucket - SIZE_BIT / 4) & qmask; + const auto bmask3 = *((size_t*)_bitmask + step); + if (bmask3 != 0) + return step * SIZE_BIT + CTZ(bmask3); + } + + for (; ;) { + auto& _last = EMH_BUCKET(_pairs, _num_buckets); + const auto bmask2 = *((size_t*)_bitmask + _last); + if (bmask2 != 0) + return _last * SIZE_BIT + CTZ(bmask2); + + const auto next1 = (qmask / 2 + _last) & qmask; + const auto bmask1 = *((size_t*)_bitmask + next1); + if (bmask1 != 0) { + //_last = next1; + return next1 * SIZE_BIT + CTZ(bmask1); + } + _last = (_last + 1) & qmask; + } + + return 0; + } + + // key is not in this map. Find a place to put it. + size_type find_unique_empty(const size_type bucket_from, const size_t main_bucket) + { +#ifdef EMH_ALIGN64 + const auto boset = bucket_from % MASK_BIT; + auto* const align = _bitmask + bucket_from / MASK_BIT; + const auto bmask = ((size_t)align[1] << (MASK_BIT - boset)) | (align[0] >> boset); + static_assert(sizeof(size_t) > 4); +#elif EMH_ITER_SAFE + const auto boset = bucket_from % 8; + auto* const start = (uint8_t*)_bitmask + bucket_from / 8; + size_t bmask; memcpy(&bmask, start + 0, sizeof(bmask)); bmask >>= boset; +#else + const auto boset = bucket_from % 8; (void)main_bucket; + auto* const align = (uint8_t*)_bitmask + bucket_from / 8; + const auto bmask = (*(size_t*)(align) >> boset); //maybe not aligned and warning +#endif + if (EMH_LIKELY(bmask != 0)) + return bucket_from + CTZ(bmask); + + const auto qmask = _mask / SIZE_BIT; + for (auto last = (bucket_from + _mask) & qmask; ;) { + const auto bmask2 = *((size_t*)_bitmask + last);// & 0xF0F0F0F0FF0FF0FFull; + if (EMH_LIKELY(bmask2 != 0)) + return last * SIZE_BIT + CTZ(bmask2); + last = (last + 1) & qmask; + } + + return 0; + } + + size_type find_last_bucket(size_type main_bucket) const + { + auto next_bucket = EMH_BUCKET(_pairs, main_bucket); + if (next_bucket == main_bucket) + return main_bucket; + + while (true) { + const auto nbucket = EMH_BUCKET(_pairs, next_bucket); + if (nbucket == next_bucket) + return next_bucket; + next_bucket = nbucket; + } + } + + size_type find_prev_bucket(size_type main_bucket, const size_type bucket) const + { + auto next_bucket = EMH_BUCKET(_pairs, main_bucket); + if (next_bucket == bucket) + return main_bucket; + + while (true) { + const auto nbucket = EMH_BUCKET(_pairs, next_bucket); + if (nbucket == bucket) + return next_bucket; + next_bucket = nbucket; + } + } + + size_type find_unique_bucket(const KeyT& key) + { + const size_type bucket = hash_key(key) & _mask; + if (EMH_EMPTY(_pairs, bucket)) + return bucket; + + //check current bucket_key is in main bucket or not + const auto kmain_bucket = hash_key(EMH_KEY(_pairs, bucket)) & _mask; + if (EMH_UNLIKELY(kmain_bucket != bucket)) + return kickout_bucket(kmain_bucket, bucket); + + auto next_bucket = EMH_BUCKET(_pairs, bucket); + if (next_bucket != bucket) + next_bucket = find_last_bucket(next_bucket); + + //find a new empty and link it to tail + return EMH_BUCKET(_pairs, next_bucket) = find_unique_empty(next_bucket, bucket); + } + +#if EMH_INT_HASH + static constexpr uint64_t KC = UINT64_C(11400714819323198485); + inline uint64_t hash64(uint64_t key) + { +#if __SIZEOF_INT128__ && EMH_INT_HASH == 1 + __uint128_t r = key; r *= KC; + return (uint64_t)(r >> 64) + (uint64_t)r; +#elif EMH_INT_HASH == 2 + //MurmurHash3Mixer + uint64_t h = key; + h ^= h >> 33; + h *= 0xff51afd7ed558ccd; + h ^= h >> 33; + h *= 0xc4ceb9fe1a85ec53; + h ^= h >> 33; + return h; +#elif _WIN64 && EMH_INT_HASH == 1 + uint64_t high; + return _umul128(key, KC, &high) + high; +#elif EMH_INT_HASH == 3 + auto ror = (key >> 32) | (key << 32); + auto low = key * 0xA24BAED4963EE407ull; + auto high = ror * 0x9FB21C651E98DF25ull; + auto mix = low + high; + return mix; +#elif EMH_INT_HASH == 1 + uint64_t r = key * UINT64_C(0xca4bcaa75ec3f625); + return (r >> 32) + r; +#elif EMH_WYHASH64 + return wyhash64(key, KC); +#else + uint64_t x = key; + x = (x ^ (x >> 30)) * UINT64_C(0xbf58476d1ce4e5b9); + x = (x ^ (x >> 27)) * UINT64_C(0x94d049bb133111eb); + x = x ^ (x >> 31); + return x; +#endif + } +#endif + + template::value, size_type>::type = 0> + inline size_type hash_key(const UType key) const + { +#if EMH_INT_HASH + return hash64(key); +#elif EMH_IDENTITY_HASH + return key + (key >> 24); +#else + return (size_type)_hasher(key); +#endif + } + + template::value, size_type>::type = 0> + inline size_type hash_key(const UType& key) const + { +#if EMH_WY_HASH + return wyhash(key.data(), key.size(), 0); +#else + return (size_type)_hasher(key); +#endif + } + + template::value && !std::is_same::value, size_type>::type = 0> + inline size_type hash_key(const UType& key) const + { + return (size_type)_hasher(key); + } + +private: + uint32_t* _bitmask; + PairT* _pairs; + HashT _hasher; + EqT _eq; + size_type _mask; + size_type _num_buckets; + + size_type _num_filled; + uint32_t _mlf; + +private: + static constexpr uint32_t BIT_PACK = sizeof(_bitmask[0]) * 2; + static constexpr uint32_t MASK_BIT = sizeof(_bitmask[0]) * 8; + static constexpr uint32_t SIZE_BIT = sizeof(size_t) * 8; + static constexpr uint32_t EPACK_SIZE = sizeof(PairT) >= sizeof(size_t) == 0 ? 1 : 2; // > 1 +}; +} +// namespace emhash7 +#if __cplusplus >= 201103L +//template using ehmap7 = emhash7::HashMap, std::equal_to>; +#endif + +//TODO +//2. improve rehash and find miss performance(reduce peak memory) +//3. dump or Serialization interface +//4. node hash map support +//5. load_factor > 1.0 && add grow ration +//... https://godbolt.org/ diff --git a/native-sql-engine/cpp/src/third_party/hash_table8.hpp b/native-sql-engine/cpp/src/third_party/hash_table8.hpp new file mode 100644 index 000000000..5ab48c6cc --- /dev/null +++ b/native-sql-engine/cpp/src/third_party/hash_table8.hpp @@ -0,0 +1,1789 @@ +// emhash8::HashMap for C++11/14/17 +// version 1.6.3 +// +// Licensed under the MIT License . +// SPDX-License-Identifier: MIT +// Copyright (c) 2019-2022 Huang Yuanbing & bailuzhou AT 163.com +// +// Permission is hereby granted, free of charge, to any person obtaining a copy +// of this software and associated documentation files (the "Software"), to deal +// in the Software without restriction, including without limitation the rights +// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +// copies of the Software, and to permit persons to whom the Software is +// furnished to do so, subject to the following conditions: +// +// The above copyright notice and this permission notice shall be included in all +// copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +// SOFTWARE + +#pragma once + +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include + +#ifdef EMH_KEY + #undef EMH_KEY + #undef EMH_VAL + #undef EMH_KV + #undef EMH_BUCKET + #undef EMH_NEW + #undef EMH_EMPTY + #undef EMH_PREVET + #undef EMH_LIKELY + #undef EMH_UNLIKELY +#endif + +// likely/unlikely +#if defined(__GNUC__) || defined(__INTEL_COMPILER) || defined(__clang__) +# define EMH_LIKELY(condition) __builtin_expect(condition, 1) +# define EMH_UNLIKELY(condition) __builtin_expect(condition, 0) +#else +# define EMH_LIKELY(condition) (condition) +# define EMH_UNLIKELY(condition) (condition) +#endif + +#define EMH_KEY(p, n) p[n].first +#define EMH_VAL(p, n) p[n].second +#define EMH_KV(p, n) p[n] + +#define EMH_INDEX(i, n) i[n] +#define EMH_BUCKET(i, n) i[n].bucket +#define EMH_HSLOT(i, n) i[n].slot +#define EMH_SLOT(i, n) (i[n].slot & _mask) +#define EMH_PREVET(i, n) i[n].slot + +#define EMH_KEYMASK(key, mask) ((size_type)(key) & ~mask) +#define EMH_EQHASH(n, key_hash) (EMH_KEYMASK(key_hash, _mask) == (_index[n].slot & ~_mask)) +#define EMH_NEW(key, val, bucket, key_hash) \ + new(_pairs + _num_filled) value_type(key, val); \ + _etail = bucket; \ + _index[bucket] = {bucket, _num_filled++ | EMH_KEYMASK(key_hash, _mask)} + +#define EMH_EMPTY(i, n) (0 > (int)i[n].bucket) + +namespace emhash8 { + +#ifndef EMH_DEFAULT_LOAD_FACTOR + constexpr static float EMH_DEFAULT_LOAD_FACTOR = 0.80f; + constexpr static float EMH_MIN_LOAD_FACTOR = 0.25f; //< 0.5 +#endif +#if EMH_CACHE_LINE_SIZE < 32 + constexpr static uint32_t EMH_CACHE_LINE_SIZE = 64; +#endif + +template , typename EqT = std::equal_to> +class HashMap +{ +public: + using htype = HashMap; + using value_type = std::pair; + using key_type = KeyT; + using mapped_type = ValueT; + +#ifdef EMH_SMALL_TYPE + using size_type = uint16_t; +#elif EMH_SIZE_TYPE == 0 + using size_type = uint32_t; +#else + using size_type = size_t; +#endif + + using hasher = HashT; + using key_equal = EqT; + + constexpr static size_type INACTIVE = 0-1u; + //constexpr uint32_t END = 0-0x1u; + constexpr static size_type EAD = 2; + + struct Index + { + size_type bucket; + size_type slot; + }; + + class const_iterator; + class iterator + { + public: + using iterator_category = std::bidirectional_iterator_tag; + using difference_type = std::ptrdiff_t; + using value_type = typename htype::value_type; + using pointer = value_type*; + using const_pointer = const value_type* ; + using reference = value_type&; + using const_reference = const value_type&; + + iterator() : kv_(nullptr) {} + iterator(const_iterator& cit) { + kv_ = cit.kv_; + } + + iterator(const htype* hash_map, size_type bucket) { + kv_ = hash_map->_pairs + (int)bucket; + } + + iterator& operator++() + { + kv_ ++; + return *this; + } + + iterator operator++(int) + { + auto cur = *this; kv_ ++; + return cur; + } + + iterator& operator--() + { + kv_ --; + return *this; + } + + iterator operator--(int) + { + auto cur = *this; kv_ --; + return cur; + } + + reference operator*() const { return *kv_; } + pointer operator->() const { return kv_; } + + bool operator == (const iterator& rhs) const { return kv_ == rhs.kv_; } + bool operator != (const iterator& rhs) const { return kv_ != rhs.kv_; } + bool operator == (const const_iterator& rhs) const { return kv_ == rhs.kv_; } + bool operator != (const const_iterator& rhs) const { return kv_ != rhs.kv_; } + + public: + value_type* kv_; + }; + + class const_iterator + { + public: + using iterator_category = std::bidirectional_iterator_tag; + using value_type = typename htype::value_type; + using difference_type = std::ptrdiff_t; + using pointer = value_type*; + using const_pointer = const value_type*; + using reference = value_type&; + using const_reference = const value_type&; + + const_iterator(const iterator& it) { + kv_ = it.kv_; + } + + const_iterator (const htype* hash_map, size_type bucket) { + kv_ = hash_map->_pairs + (int)bucket; + } + + const_iterator& operator++() + { + kv_ ++; + return *this; + } + + const_iterator operator++(int) + { + auto cur = *this; kv_ ++; + return cur; + } + + const_iterator& operator--() + { + kv_ --; + return *this; + } + + const_iterator operator--(int) + { + auto cur = *this; kv_ --; + return cur; + } + + const_reference operator*() const { return *kv_; } + const_pointer operator->() const { return kv_; } + + bool operator == (const iterator& rhs) const { return kv_ == rhs.kv_; } + bool operator != (const iterator& rhs) const { return kv_ != rhs.kv_; } + bool operator == (const const_iterator& rhs) const { return kv_ == rhs.kv_; } + bool operator != (const const_iterator& rhs) const { return kv_ != rhs.kv_; } + public: + const value_type* kv_; + }; + + void init(size_type bucket, float mlf = EMH_DEFAULT_LOAD_FACTOR) + { + _pairs = nullptr; + _index = nullptr; + _mask = _num_buckets = 0; + _num_filled = 0; + max_load_factor(mlf); + rehash(bucket); + } + + HashMap(size_type bucket = 2, float mlf = EMH_DEFAULT_LOAD_FACTOR) + { + init(bucket, mlf); + } + + HashMap(const HashMap& rhs) + { + if (rhs.load_factor() > EMH_MIN_LOAD_FACTOR) { + _pairs = alloc_bucket((size_type)(rhs._num_buckets * rhs.max_load_factor()) + 4); + _index = alloc_index(rhs._num_buckets); + clone(rhs); + } else { + init(rhs._num_filled + 2, EMH_DEFAULT_LOAD_FACTOR); + for (auto it = rhs.begin(); it != rhs.end(); ++it) + insert_unique(it->first, it->second); + } + } + + HashMap(HashMap&& rhs) noexcept + { + init(0); + *this = std::move(rhs); + } + + HashMap(std::initializer_list ilist) + { + init((size_type)ilist.size()); + for (auto it = ilist.begin(); it != ilist.end(); ++it) + do_insert(*it); + } + + template + HashMap(InputIt first, InputIt last, size_type bucket_count=4) + { + init(std::distance(first, last) + bucket_count); + for (; first != last; ++first) + emplace(*first); + } + + HashMap& operator=(const HashMap& rhs) + { + if (this == &rhs) + return *this; + + if (rhs.load_factor() < EMH_MIN_LOAD_FACTOR) { + clear(); free(_pairs); _pairs = nullptr; + rehash(rhs._num_filled + 2); + for (auto it = rhs.begin(); it != rhs.end(); ++it) + insert_unique(it->first, it->second); + return *this; + } + + clearkv(); + + if (_num_buckets != rhs._num_buckets) { + free(_pairs); free(_index); + _index = alloc_index(rhs._num_buckets); + _pairs = alloc_bucket((size_type)(rhs._num_buckets * rhs.max_load_factor()) + 4); + } + + clone(rhs); + return *this; + } + + HashMap& operator=(HashMap&& rhs) noexcept + { + if (this != &rhs) { + swap(rhs); + rhs.clear(); + } + return *this; + } + + template + bool operator == (const Con& rhs) const + { + if (size() != rhs.size()) + return false; + + for (auto it = begin(), last = end(); it != last; ++it) { + auto oi = rhs.find(it->first); + if (oi == rhs.end() || it->second != oi->second) + return false; + } + return true; + } + + template + bool operator != (const Con& rhs) const { return !(*this == rhs); } + + ~HashMap() noexcept + { + clearkv(); + free(_pairs); + free(_index); + } + + void clone(const HashMap& rhs) + { + _hasher = rhs._hasher; +// _eq = rhs._eq; + _num_buckets = rhs._num_buckets; + _num_filled = rhs._num_filled; + _mlf = rhs._mlf; + _last = rhs._last; + _mask = rhs._mask; +#if EMH_HIGH_LOAD + _ehead = rhs._ehead; +#endif + _etail = rhs._etail; + + auto opairs = rhs._pairs; + memcpy((char*)_index, (char*)rhs._index, (_num_buckets + EAD) * sizeof(Index)); + + if (is_copy_trivially()) { + if (opairs) + memcpy((char*)_pairs, (char*)opairs, _num_filled * sizeof(value_type)); + } else { + for (size_type slot = 0; slot < _num_filled; slot++) + new(_pairs + slot) value_type(opairs[slot]); + } + } + + void swap(HashMap& rhs) + { + // std::swap(_eq, rhs._eq); + std::swap(_hasher, rhs._hasher); + std::swap(_pairs, rhs._pairs); + std::swap(_index, rhs._index); + std::swap(_num_buckets, rhs._num_buckets); + std::swap(_num_filled, rhs._num_filled); + std::swap(_mask, rhs._mask); + std::swap(_mlf, rhs._mlf); + std::swap(_last, rhs._last); +#if EMH_HIGH_LOAD + std::swap(_ehead, rhs._ehead); +#endif + std::swap(_etail, rhs._etail); + } + + // ------------------------------------------------------------- + inline iterator first() const { return {this, 0}; } + inline iterator last() const { return {this, _num_filled - 1}; } + + inline iterator begin() { return first(); } + inline const_iterator cbegin() const { return first(); } + inline const_iterator begin() const { return first(); } + + inline iterator end() { return {this, _num_filled}; } + inline const_iterator cend() const { return {this, _num_filled}; } + inline const_iterator end() const { return cend(); } + + inline const value_type* values() const { return _pairs; } + inline const Index* index() const { return _index; } + + inline size_type size() const { return _num_filled; } + inline bool empty() const { return _num_filled == 0; } + inline size_type bucket_count() const { return _num_buckets; } + + /// Returns average number of elements per bucket. + inline float load_factor() const { return static_cast(_num_filled) / (_mask + 1); } + + inline HashT& hash_function() const { return _hasher; } + inline EqT& key_eq() const { return _eq; } + + void max_load_factor(float mlf) + { + if (mlf < 0.991 && mlf > EMH_MIN_LOAD_FACTOR) { + _mlf = (uint32_t)((1 << 27) / mlf); + if (_num_buckets > 0) rehash(_num_buckets); + } + } + + inline constexpr float max_load_factor() const { return (1 << 27) / (float)_mlf; } + inline constexpr size_type max_size() const { return (1ull << (sizeof(size_type) * 8 - 1)); } + inline constexpr size_type max_bucket_count() const { return max_size(); } + +#if EMH_STATIS + //Returns the bucket number where the element with key k is located. + size_type bucket(const KeyT& key) const + { + const auto bucket = hash_bucket(key); + const auto next_bucket = EMH_BUCKET(_index, bucket); + if ((int)next_bucket < 0) + return 0; + else if (bucket == next_bucket) + return bucket + 1; + + return hash_main(bucket) + 1; + } + + //Returns the number of elements in bucket n. + size_type bucket_size(const size_type bucket) const + { + auto next_bucket = EMH_BUCKET(_index, bucket); + if ((int)next_bucket < 0) + return 0; + + next_bucket = hash_main(bucket); + size_type ibucket_size = 1; + + //iterator each item in current main bucket + while (true) { + const auto nbucket = EMH_BUCKET(_index, next_bucket); + if (nbucket == next_bucket) { + break; + } + ibucket_size ++; + next_bucket = nbucket; + } + return ibucket_size; + } + + size_type get_main_bucket(const size_type bucket) const + { + auto next_bucket = EMH_BUCKET(_index, bucket); + if ((int)next_bucket < 0) + return INACTIVE; + + return hash_main(bucket); + } + + size_type get_diss(size_type bucket, size_type next_bucket, const size_type slots) const + { + auto pbucket = reinterpret_cast(&_pairs[bucket]); + auto pnext = reinterpret_cast(&_pairs[next_bucket]); + if (pbucket / EMH_CACHE_LINE_SIZE == pnext / EMH_CACHE_LINE_SIZE) + return 0; + size_type diff = pbucket > pnext ? (pbucket - pnext) : (pnext - pbucket); + if (diff / EMH_CACHE_LINE_SIZE < slots - 1) + return diff / EMH_CACHE_LINE_SIZE + 1; + return slots - 1; + } + + int get_bucket_info(const size_type bucket, size_type steps[], const size_type slots) const + { + auto next_bucket = EMH_BUCKET(_index, bucket); + if ((int)next_bucket < 0) + return -1; + + const auto main_bucket = hash_main(bucket); + if (next_bucket == main_bucket) + return 1; + else if (main_bucket != bucket) + return 0; + + steps[get_diss(bucket, next_bucket, slots)] ++; + size_type ibucket_size = 2; + //find a empty and linked it to tail + while (true) { + const auto nbucket = EMH_BUCKET(_index, next_bucket); + if (nbucket == next_bucket) + break; + + steps[get_diss(nbucket, next_bucket, slots)] ++; + ibucket_size ++; + next_bucket = nbucket; + } + return (int)ibucket_size; + } + + void dump_statics() const + { + const size_type slots = 128; + size_type buckets[slots + 1] = {0}; + size_type steps[slots + 1] = {0}; + for (size_type bucket = 0; bucket < _num_buckets; ++bucket) { + auto bsize = get_bucket_info(bucket, steps, slots); + if (bsize > 0) + buckets[bsize] ++; + } + + size_type sumb = 0, collision = 0, sumc = 0, finds = 0, sumn = 0; + puts("============== buckets size ration ========="); + for (size_type i = 0; i < sizeof(buckets) / sizeof(buckets[0]); i++) { + const auto bucketsi = buckets[i]; + if (bucketsi == 0) + continue; + sumb += bucketsi; + sumn += bucketsi * i; + collision += bucketsi * (i - 1); + finds += bucketsi * i * (i + 1) / 2; + printf(" %2u %8u %2.2lf| %.2lf\n", i, bucketsi, bucketsi * 100.0 * i / _num_filled, sumn * 100.0 / _num_filled); + } + + puts("========== collision miss ration ==========="); + for (size_type i = 0; i < sizeof(steps) / sizeof(steps[0]); i++) { + sumc += steps[i]; + if (steps[i] <= 2) + continue; + printf(" %2u %8u %.2lf %.2lf\n", i, steps[i], steps[i] * 100.0 / collision, sumc * 100.0 / collision); + } + + if (sumb == 0) return; + printf(" _num_filled/bucket_size/packed collision/cache_miss/hit_find = %u/%.2lf/%zd/ %.2lf%%/%.2lf%%/%.2lf\n", + _num_filled, _num_filled * 1.0 / sumb, sizeof(value_type), (collision * 100.0 / _num_filled), (collision - steps[0]) * 100.0 / _num_filled, finds * 1.0 / _num_filled); + assert(sumn == _num_filled); + assert(sumc == collision); + puts("============== buckets size end ============="); + } +#endif + + // ------------------------------------------------------------ + template + inline iterator find(const K& key) noexcept + { + return {this, find_filled_slot(key)}; + } + + template + inline const_iterator find(const K& key) const noexcept + { + return {this, find_filled_slot(key)}; + } + + template + ValueT& at(const K& key) + { + const auto slot = find_filled_slot(key); + //throw + return EMH_VAL(_pairs, slot); + } + + template + const ValueT& at(const K& key) const + { + const auto slot = find_filled_slot(key); + //throw + return EMH_VAL(_pairs, slot); + } + + template + inline bool contains(const K& key) const noexcept + { + return find_filled_slot(key) != _num_filled; + } + + template + inline size_type count(const K& key) const noexcept + { + return find_filled_slot(key) == _num_filled ? 0 : 1; + //return find_sorted_bucket(key) == END ? 0 : 1; + //return find_hash_bucket(key) == END ? 0 : 1; + } + + template + std::pair equal_range(const K& key) + { + const auto found = find(key); + if (found.second == _num_filled) + return { found, found }; + else + return { found, std::next(found) }; + } + + void merge(HashMap& rhs) + { + if (empty()) { + *this = std::move(rhs); + return; + } + + for (auto rit = rhs.begin(); rit != rhs.end(); ) { + auto fit = find(rit->first); + if (fit == end()) { + insert_unique(rit->first, std::move(rit->second)); + rit = rhs.erase(rit); + } else { + ++rit; + } + } + } + + /// Returns the matching ValueT or nullptr if k isn't found. + bool try_get(const KeyT& key, ValueT& val) const noexcept + { + const auto slot = find_filled_slot(key); + const auto found = slot != _num_filled; + if (found) { + val = EMH_VAL(_pairs, slot); + } + return found; + } + + /// Returns the matching ValueT or nullptr if k isn't found. + ValueT* try_get(const KeyT& key) noexcept + { + const auto slot = find_filled_slot(key); + return slot != _num_filled ? &EMH_VAL(_pairs, slot) : nullptr; + } + + /// Const version of the above + ValueT* try_get(const KeyT& key) const noexcept + { + const auto slot = find_filled_slot(key); + return slot != _num_filled ? &EMH_VAL(_pairs, slot) : nullptr; + } + + /// set value if key exist + bool try_set(const KeyT& key, const ValueT& val) noexcept + { + const auto slot = find_filled_slot(key); + if (slot == _num_filled) + return false; + + EMH_VAL(_pairs, slot) = val; + return true; + } + + /// set value if key exist + bool try_set(const KeyT& key, ValueT&& val) noexcept + { + const auto slot = find_filled_slot(key); + if (slot == _num_filled) + return false; + + EMH_VAL(_pairs, slot) = std::move(val); + return true; + } + + /// Convenience function. + ValueT get_or_return_default(const KeyT& key) const noexcept + { + const auto slot = find_filled_slot(key); + return slot == _num_filled ? ValueT() : EMH_VAL(_pairs, slot); + } + + // ----------------------------------------------------- + std::pair do_insert(const value_type& value) noexcept + { + const auto key_hash = hash_key(value.first); + const auto bucket = find_or_allocate(value.first, key_hash); + const auto bempty = EMH_EMPTY(_index, bucket); + if (bempty) { + EMH_NEW(value.first, value.second, bucket, key_hash); + } + + const auto slot = EMH_SLOT(_index, bucket); + return { {this, slot}, bempty }; + } + + std::pair do_insert(value_type&& value) noexcept + { + const auto key_hash = hash_key(value.first); + const auto bucket = find_or_allocate(value.first, key_hash); + const auto bempty = EMH_EMPTY(_index, bucket); + if (bempty) { + EMH_NEW(std::move(value.first), std::move(value.second), bucket, key_hash); + } + + const auto slot = EMH_SLOT(_index, bucket); + return { {this, slot}, bempty }; + } + + template + std::pair do_insert(K&& key, V&& val) noexcept + { + const auto key_hash = hash_key(key); + const auto bucket = find_or_allocate(key, key_hash); + const auto bempty = EMH_EMPTY(_index, bucket); + if (bempty) { + EMH_NEW(std::forward(key), std::forward(val), bucket, key_hash); + } + + const auto slot = EMH_SLOT(_index, bucket); + return { {this, slot}, bempty }; + } + + template + std::pair do_assign(K&& key, V&& val) noexcept + { + check_expand_need(); + const auto key_hash = hash_key(key); + const auto bucket = find_or_allocate(key, key_hash); + const auto bempty = EMH_EMPTY(_index, bucket); + if (bempty) { + EMH_NEW(std::forward(key), std::forward(val), bucket, key_hash); + } else { + EMH_VAL(_pairs, EMH_SLOT(_index, bucket)) = std::move(val); + } + + const auto slot = EMH_SLOT(_index, bucket); + return { {this, slot}, bempty }; + } + + std::pair insert(const value_type& p) + { + check_expand_need(); + return do_insert(p); + } + + std::pair insert(value_type && p) + { + check_expand_need(); + return do_insert(std::move(p)); + } + + void insert(std::initializer_list ilist) + { + reserve(ilist.size() + _num_filled, false); + for (auto it = ilist.begin(); it != ilist.end(); ++it) + do_insert(*it); + } + + template + void insert(Iter first, Iter last) + { + reserve(std::distance(first, last) + _num_filled, false); + for (; first != last; ++first) + do_insert(first->first, first->second); + } + +#if 0 + template + void insert_unique(Iter begin, Iter end) + { + reserve(std::distance(begin, end) + _num_filled, false); + for (; begin != end; ++begin) { + insert_unique(*begin); + } + } +#endif + + template + size_type insert_unique(K&& key, V&& val) + { + check_expand_need(); + const auto key_hash = hash_key(key); + auto bucket = find_unique_bucket(key_hash); + EMH_NEW(std::forward(key), std::forward(val), bucket, key_hash); + return bucket; + } + + size_type insert_unique(value_type&& value) + { + return insert_unique(std::move(value.first), std::move(value.second)); + } + + inline size_type insert_unique(const value_type& value) + { + return insert_unique(value.first, value.second); + } + + template + inline std::pair emplace(Args&&... args) noexcept + { + check_expand_need(); + return do_insert(std::forward(args)...); + } + + //no any optimize for position + template + iterator emplace_hint(const_iterator hint, Args&&... args) + { + (void)hint; + check_expand_need(); + return do_insert(std::forward(args)...).first; + } + + template + std::pair try_emplace(const KeyT& k, Args&&... args) + { + check_expand_need(); + return do_insert(k, std::forward(args)...); + } + + template + std::pair try_emplace(KeyT&& k, Args&&... args) + { + check_expand_need(); + return do_insert(std::move(k), std::forward(args)...); + } + + template + inline size_type emplace_unique(Args&&... args) + { + return insert_unique(std::forward(args)...); + } + + std::pair insert_or_assign(const KeyT& key, ValueT&& val) { return do_assign(key, std::forward(val)); } + std::pair insert_or_assign(KeyT&& key, ValueT&& val) { return do_assign(std::move(key), std::forward(val)); } + + /// Return the old value or ValueT() if it didn't exist. + ValueT set_get(const KeyT& key, const ValueT& val) + { + check_expand_need(); + const auto key_hash = hash_key(key); + const auto bucket = find_or_allocate(key, key_hash); + if (EMH_EMPTY(_index, bucket)) { + EMH_NEW(key, val, bucket, key_hash); + return ValueT(); + } else { + const auto slot = EMH_SLOT(_index, bucket); + ValueT old_value(val); + std::swap(EMH_VAL(_pairs, slot), old_value); + return old_value; + } + } + + /// Like std::map::operator[]. + ValueT& operator[](const KeyT& key) noexcept + { + check_expand_need(); + const auto key_hash = hash_key(key); + const auto bucket = find_or_allocate(key, key_hash); + if (EMH_EMPTY(_index, bucket)) { + /* Check if inserting a value rather than overwriting an old entry */ + EMH_NEW(key, std::move(ValueT()), bucket, key_hash); + } + + const auto slot = EMH_SLOT(_index, bucket); + return EMH_VAL(_pairs, slot); + } + + ValueT& operator[](KeyT&& key) noexcept + { + check_expand_need(); + const auto key_hash = hash_key(key); + const auto bucket = find_or_allocate(key, key_hash); + if (EMH_EMPTY(_index, bucket)) { + EMH_NEW(std::move(key), std::move(ValueT()), bucket, key_hash); + } + + const auto slot = EMH_SLOT(_index, bucket); + return EMH_VAL(_pairs, slot); + } + + /// Erase an element from the hash table. + /// return 0 if element was not found + size_type erase(const KeyT& key) noexcept + { + const auto key_hash = hash_key(key); + const auto sbucket = find_filled_bucket(key, key_hash); + if (sbucket == INACTIVE) + return 0; + + const auto main_bucket = key_hash & _mask; + erase_slot(sbucket, (size_type)main_bucket); + return 1; + } + + //iterator erase(const_iterator begin_it, const_iterator end_it) + iterator erase(const const_iterator& cit) noexcept + { + const auto slot = (size_type)(cit.kv_ - _pairs); + size_type main_bucket; + const auto sbucket = find_slot_bucket(slot, main_bucket); //TODO + erase_slot(sbucket, main_bucket); + return {this, slot}; + } + + //only last >= first + iterator erase(const_iterator first, const_iterator last) noexcept + { + auto esize = long(last.kv_ - first.kv_); + auto tsize = long((_pairs + _num_filled) - last.kv_); //last to tail size + auto next = first; + while (tsize -- > 0) { + if (esize-- <= 0) + break; + next = ++erase(next); + } + + //fast erase from last + next = this->last(); + while (esize -- > 0) + next = --erase(next); + + return {this, size_type(next.kv_ - _pairs)}; + } + + template + size_type erase_if(Pred pred) + { + auto old_size = size(); + for (auto it = begin(); it != end();) { + if (pred(*it)) + it = erase(it); + else + ++it; + } + return old_size - size(); + } + + static constexpr bool is_triviall_destructable() + { +#if __cplusplus >= 201402L || _MSC_VER > 1600 + return !(std::is_trivially_destructible::value && std::is_trivially_destructible::value); +#else + return !(std::is_pod::value && std::is_pod::value); +#endif + } + + static constexpr bool is_copy_trivially() + { +#if __cplusplus >= 201103L || _MSC_VER > 1600 + return (std::is_trivially_copyable::value && std::is_trivially_copyable::value); +#else + return (std::is_pod::value && std::is_pod::value); +#endif + } + + void clearkv() + { + if (is_triviall_destructable()) { + while (_num_filled --) + _pairs[_num_filled].~value_type(); + } + } + + /// Remove all elements, keeping full capacity. + void clear() noexcept + { + clearkv(); + + if (_num_filled > 0) + memset((char*)_index, INACTIVE, sizeof(_index[0]) * _num_buckets); + + _last = _num_filled = 0; + _etail = INACTIVE; + +#if EMH_HIGH_LOAD + _ehead = 0; +#endif + } + + void shrink_to_fit(const float min_factor = EMH_DEFAULT_LOAD_FACTOR / 4) + { + if (load_factor() < min_factor && bucket_count() > 10) //safe guard + rehash(_num_filled + 1); + } + +#if EMH_HIGH_LOAD + void set_empty() + { + auto prev = 0; + for (int32_t bucket = 1; bucket < _num_buckets; ++bucket) { + if (EMH_EMPTY(_index, bucket)) { + if (prev != 0) { + EMH_PREVET(_index, bucket) = prev; + EMH_BUCKET(_index, prev) = -bucket; + } + else + _ehead = bucket; + prev = bucket; + } + } + + EMH_PREVET(_index, _ehead) = prev; + EMH_BUCKET(_index, prev) = 0-_ehead; + _ehead = 0-EMH_BUCKET(_index, _ehead); + } + + void clear_empty() + { + auto prev = EMH_PREVET(_index, _ehead); + while (prev != _ehead) { + EMH_BUCKET(_index, prev) = INACTIVE; + prev = EMH_PREVET(_index, prev); + } + EMH_BUCKET(_index, _ehead) = INACTIVE; + _ehead = 0; + } + + //prev-ehead->next + size_type pop_empty(const size_type bucket) + { + const auto prev_bucket = EMH_PREVET(_index, bucket); + const int next_bucket = 0-EMH_BUCKET(_index, bucket); + + EMH_PREVET(_index, next_bucket) = prev_bucket; + EMH_BUCKET(_index, prev_bucket) = -next_bucket; + + _ehead = next_bucket; + return bucket; + } + + //ehead->bucket->next + void push_empty(const int32_t bucket) + { + const int next_bucket = 0-EMH_BUCKET(_index, _ehead); + assert(next_bucket > 0); + + EMH_PREVET(_index, bucket) = _ehead; + EMH_BUCKET(_index, bucket) = -next_bucket; + + EMH_PREVET(_index, next_bucket) = bucket; + EMH_BUCKET(_index, _ehead) = -bucket; + // _ehead = bucket; + } +#endif + + /// Make room for this many elements + bool reserve(uint64_t num_elems, bool force) + { + (void)force; +#if EMH_HIGH_LOAD == 0 + const auto required_buckets = num_elems * _mlf >> 27; + if (EMH_LIKELY(required_buckets < _mask)) // && !force + return false; + +#elif EMH_HIGH_LOAD + const auto required_buckets = num_elems + num_elems * 1 / 9; + if (EMH_LIKELY(required_buckets < _mask)) + return false; + + else if (_num_buckets < 16 && _num_filled < _num_buckets) + return false; + + else if (_num_buckets > EMH_HIGH_LOAD) { + if (_ehead == 0) { + set_empty(); + return false; + } else if (/*_num_filled + 100 < _num_buckets && */EMH_BUCKET(_index, _ehead) != 0-_ehead) { + return false; + } + } +#endif +#if EMH_STATIS + if (_num_filled > EMH_STATIS) dump_statics(); +#endif + + //assert(required_buckets < max_size()); + rehash(required_buckets + 2); + return true; + } + + static value_type* alloc_bucket(size_type num_buckets) + { + auto new_pairs = (char*)malloc((uint64_t)num_buckets * sizeof(value_type)); + return (value_type *)(new_pairs); + } + + static Index* alloc_index(size_type num_buckets) + { + auto new_index = (char*)malloc((uint64_t)(EAD + num_buckets) * sizeof(Index)); + return (Index *)(new_index); + } + + bool reserve(size_type required_buckets) noexcept + { + if (_num_filled != required_buckets) + return reserve(required_buckets, true); + + _last = 0; +#if EMH_HIGH_LOAD + _ehead = 0; +#endif + +#if EMH_SORT + std::sort(_pairs, _pairs + _num_filled, [this](const value_type & l, const value_type & r) { + const auto hashl = (size_type)hash_key(l.first) & _mask, hashr = (size_type)hash_key(r.first) & _mask; + return hashl < hashr; + //return l.first < r.first; + }); +#endif + + memset((char*)_index, INACTIVE, sizeof(_index[0]) * _num_buckets); + for (size_type slot = 0; slot < _num_filled; slot++) { + const auto& key = EMH_KEY(_pairs, slot); + const auto key_hash = hash_key(key); + const auto bucket = size_type(key_hash & _mask); + auto& next_bucket = EMH_BUCKET(_index, bucket); + if ((int)next_bucket < 0) + EMH_INDEX(_index, bucket) = {1, slot | EMH_KEYMASK(key_hash, _mask)}; + else { + EMH_HSLOT(_index, bucket) |= EMH_KEYMASK(key_hash, _mask); + next_bucket ++; + } + } + return true; + } + + void rebuild(size_type num_buckets) noexcept + { + free(_index); + auto new_pairs = (value_type*)alloc_bucket((size_type)(num_buckets * max_load_factor()) + 4); + if (is_copy_trivially()) { + memcpy((char*)new_pairs, (char*)_pairs, _num_filled * sizeof(value_type)); + } else { + for (size_type slot = 0; slot < _num_filled; slot++) { + new(new_pairs + slot) value_type(std::move(_pairs[slot])); + if (is_triviall_destructable()) + _pairs[slot].~value_type(); + } + } + free(_pairs); + _pairs = new_pairs; + _index = (Index*)alloc_index (num_buckets); + + memset((char*)_index, INACTIVE, sizeof(_index[0]) * num_buckets); + memset((char*)(_index + num_buckets), 0, sizeof(_index[0]) * EAD); + } + + void rehash(uint64_t required_buckets) + { + if (required_buckets < _num_filled) + return; + + assert(required_buckets < max_size()); + auto num_buckets = _num_filled > (1u << 16) ? (1u << 16) : 4u; + while (num_buckets < required_buckets) { num_buckets *= 2; } + +#if EMH_REHASH_LOG + auto last = _last; + size_type collision = 0; +#endif + +#if EMH_HIGH_LOAD + _ehead = 0; +#endif + _last = _mask / 4; + + _mask = num_buckets - 1; +#if EMH_PACK_TAIL > 1 + _last = _mask; + num_buckets += num_buckets * EMH_PACK_TAIL / 100; //add more 5-10% +#endif + _num_buckets = num_buckets; + + rebuild(num_buckets); + +#ifdef EMH_SORT + std::sort(_pairs, _pairs + _num_filled, [this](const value_type & l, const value_type & r) { + const auto hashl = hash_key(l.first), hashr = hash_key(r.first); + auto diff = int64_t((hashl & _mask) - (hashr & _mask)); + if (diff != 0) + return diff < 0; + return hashl < hashr; +// return l.first < r.first; + }); +#endif + + _etail = INACTIVE; + for (size_type slot = 0; slot < _num_filled; ++slot) { + const auto& key = EMH_KEY(_pairs, slot); + const auto key_hash = hash_key(key); + const auto bucket = find_unique_bucket(key_hash); + EMH_INDEX(_index, bucket) = {bucket, slot | EMH_KEYMASK(key_hash, _mask)}; + +#if EMH_REHASH_LOG + if (bucket != hash_main(bucket)) + collision ++; +#endif + } + +#if EMH_REHASH_LOG + if (_num_filled > EMH_REHASH_LOG) { + auto mbucket = _num_filled - collision; + char buff[255] = {0}; + sprintf(buff, " _num_filled/aver_size/K.V/pack/collision|last = %u/%.2lf/%s.%s/%zd|%.2lf%%,%.2lf%%", + _num_filled, double (_num_filled) / mbucket, typeid(KeyT).name(), typeid(ValueT).name(), sizeof(_pairs[0]), collision * 100.0 / _num_filled, last * 100.0 / _num_buckets); +#ifdef EMH_LOG + static uint32_t ihashs = 0; EMH_LOG() << "hash_nums = " << ihashs ++ << "|" <<__FUNCTION__ << "|" << buff << endl; +#else + puts(buff); +#endif + } +#endif + } + +private: + // Can we fit another element? + inline bool check_expand_need() + { + return reserve(_num_filled, false); + } + + size_type slot_to_bucket(const size_type slot) const noexcept + { + size_type main_bucket; + return find_slot_bucket(slot, main_bucket); //TODO + } + + //very slow + void erase_slot(const size_type sbucket, const size_type main_bucket) noexcept + { + const auto slot = EMH_SLOT(_index, sbucket); + const auto ebucket = erase_bucket(sbucket, main_bucket); + const auto last_slot = --_num_filled; + if (EMH_LIKELY(slot != last_slot)) { + const auto last_bucket = (_etail == INACTIVE || ebucket == _etail) + ? slot_to_bucket(last_slot) : _etail; + + EMH_KV(_pairs, slot) = std::move(EMH_KV(_pairs, last_slot)); + EMH_HSLOT(_index, last_bucket) = slot | (EMH_HSLOT(_index, last_bucket) & ~_mask); + } + + if (is_triviall_destructable()) + _pairs[last_slot].~value_type(); + + _etail = INACTIVE; + EMH_INDEX(_index, ebucket) = {INACTIVE, 0}; +#if EMH_HIGH_LOAD + if (_ehead) { + if (10 * _num_filled < 8 * _num_buckets) + clear_empty(); + else if (ebucket) + push_empty(ebucket); + } +#endif + } + + size_type erase_bucket(const size_type bucket, const size_type main_bucket) noexcept + { + const auto next_bucket = EMH_BUCKET(_index, bucket); + if (bucket == main_bucket) { + if (main_bucket != next_bucket) { + const auto nbucket = EMH_BUCKET(_index, next_bucket); + EMH_INDEX(_index, main_bucket) = { + (nbucket == next_bucket) ? main_bucket : nbucket, + EMH_HSLOT(_index, next_bucket) + }; + } + return next_bucket; + } + + const auto prev_bucket = find_prev_bucket(main_bucket, bucket); + EMH_BUCKET(_index, prev_bucket) = (bucket == next_bucket) ? prev_bucket : next_bucket; + return bucket; + } + + // Find the slot with this key, or return bucket size + size_type find_slot_bucket(const size_type slot, size_type& main_bucket) const + { + const auto key_hash = hash_key(EMH_KEY(_pairs, slot)); + const auto bucket = main_bucket = size_type(key_hash & _mask); + if (slot == EMH_SLOT(_index, bucket)) + return bucket; + + auto next_bucket = EMH_BUCKET(_index, bucket); + while (true) { + if (EMH_LIKELY(slot == EMH_SLOT(_index, next_bucket))) + return next_bucket; + next_bucket = EMH_BUCKET(_index, next_bucket); + } + + return INACTIVE; + } + + // Find the slot with this key, or return bucket size + size_type find_filled_bucket(const KeyT& key, uint64_t key_hash) const noexcept + { + const auto bucket = size_type(key_hash & _mask); + auto next_bucket = EMH_BUCKET(_index, bucket); + if (EMH_UNLIKELY((int)next_bucket < 0)) + return INACTIVE; + + if (EMH_EQHASH(bucket, key_hash)) { + const auto slot = EMH_SLOT(_index, bucket); + if (EMH_LIKELY(_eq(key, EMH_KEY(_pairs, slot)))) + return bucket; + } + if (next_bucket == bucket) + return INACTIVE; + + while (true) { + if (EMH_EQHASH(next_bucket, key_hash)) { + const auto slot = EMH_SLOT(_index, next_bucket); + if (EMH_LIKELY(_eq(key, EMH_KEY(_pairs, slot)))) + return next_bucket; + } + + const auto nbucket = EMH_BUCKET(_index, next_bucket); + if (nbucket == next_bucket) + return INACTIVE; + next_bucket = nbucket; + } + + return INACTIVE; + } + + // Find the slot with this key, or return bucket size + template + size_type find_filled_slot(const K& key) const noexcept + { + const auto key_hash = hash_key(key); + const auto bucket = size_type(key_hash & _mask); + auto next_bucket = EMH_BUCKET(_index, bucket); + if ((int)next_bucket < 0) + return _num_filled; + + if (EMH_EQHASH(bucket, key_hash)) { + const auto slot = EMH_SLOT(_index, bucket); + if (EMH_LIKELY(_eq(key, EMH_KEY(_pairs, slot)))) + return slot; + } + if (next_bucket == bucket) + return _num_filled; + + while (true) { + if (EMH_EQHASH(next_bucket, key_hash)) { + const auto slot = EMH_SLOT(_index, next_bucket); + if (EMH_LIKELY(_eq(key, EMH_KEY(_pairs, slot)))) + return slot; + } + + const auto nbucket = EMH_BUCKET(_index, next_bucket); + if (nbucket == next_bucket) + return _num_filled; + next_bucket = nbucket; + } + + return _num_filled; + } + +#if EMH_SORT + size_type find_hash_bucket(const KeyT& key) const noexcept + { + const auto key_hash = hash_key(key); + const auto bucket = size_type(key_hash & _mask); + const auto next_bucket = EMH_BUCKET(_index, bucket); + if ((int)next_bucket < 0) + return END; + + auto slot = EMH_SLOT(_index, bucket); + if (_eq(key, EMH_KEY(_pairs, slot++))) + return slot; + else if (next_bucket == bucket) + return END; + + while (true) { + const auto& okey = EMH_KEY(_pairs, slot++); + if (_eq(key, okey)) + return slot; + + const auto hasho = hash_key(okey); + if ((hasho & _mask) != bucket) + break; + else if (hasho > key_hash) + break; + else if (EMH_UNLIKELY(slot >= _num_filled)) + break; + } + + return END; + } + + //only for find/can not insert + size_type find_sorted_bucket(const KeyT& key) const noexcept + { + const auto key_hash = hash_key(key); + const auto bucket = size_type(key_hash & _mask); + const auto slots = (int)(EMH_BUCKET(_index, bucket)); //TODO + if (slots < 0 /**|| key < EMH_KEY(_pairs, slot)*/) + return END; + + const auto slot = EMH_SLOT(_index, bucket); + auto ormask = _index[bucket].slot & ~_mask; + auto hmask = EMH_KEYMASK(key_hash, _mask); + if ((hmask | ormask) != ormask) + return END; + + if (_eq(key, EMH_KEY(_pairs, slot))) + return slot; + else if (slots == 1 || key < EMH_KEY(_pairs, slot)) + return END; + +#if EMH_SORT + if (key < EMH_KEY(_pairs, slot) || key > EMH_KEY(_pairs, slots + slot - 1)) + return END; +#endif + + for (size_type i = 1; i < slots; ++i) { + const auto& okey = EMH_KEY(_pairs, slot + i); + if (_eq(key, okey)) + return slot + i; +// else if (okey > key) +// return END; + } + + return END; + } +#endif + + //kick out bucket and find empty to occpuy + //it will break the orgin link and relnik again. + //before: main_bucket-->prev_bucket --> bucket --> next_bucket + //atfer : main_bucket-->prev_bucket --> (removed)--> new_bucket--> next_bucket + size_type kickout_bucket(const size_type kmain, const size_type bucket) noexcept + { + const auto next_bucket = EMH_BUCKET(_index, bucket); + const auto new_bucket = find_empty_bucket(next_bucket, 2); + const auto prev_bucket = find_prev_bucket(kmain, bucket); + + const auto last = next_bucket == bucket ? new_bucket : next_bucket; + EMH_INDEX(_index, new_bucket) = {last, EMH_HSLOT(_index, bucket)}; + + EMH_BUCKET(_index, prev_bucket) = new_bucket; + EMH_BUCKET(_index, bucket) = INACTIVE; + + return bucket; + } + +/* +** inserts a new key into a hash table; first, check whether key's main +** bucket/position is free. If not, check whether colliding node/bucket is in its main +** position or not: if it is not, move colliding bucket to an empty place and +** put new key in its main position; otherwise (colliding bucket is in its main +** position), new key goes to an empty position. +*/ + template + size_type find_or_allocate(const K& key, uint64_t key_hash) noexcept + { + const auto bucket = size_type(key_hash & _mask); + auto next_bucket = EMH_BUCKET(_index, bucket); + if ((int)next_bucket < 0) { +#if EMH_HIGH_LOAD + if (next_bucket != INACTIVE) + pop_empty(bucket); +#endif + return bucket; + } + + const auto slot = EMH_SLOT(_index, bucket); + if (EMH_EQHASH(bucket, key_hash)) + if (EMH_LIKELY(_eq(key, EMH_KEY(_pairs, slot)))) + return bucket; + + //check current bucket_key is in main bucket or not + const auto kmain = hash_bucket(EMH_KEY(_pairs, slot)); + if (kmain != bucket) + return kickout_bucket(kmain, bucket); + else if (next_bucket == bucket) + return EMH_BUCKET(_index, next_bucket) = find_empty_bucket(next_bucket, 1); + + uint32_t csize = 1; + //find next linked bucket and check key + while (true) { + const auto eslot = EMH_SLOT(_index, next_bucket); + if (EMH_EQHASH(next_bucket, key_hash)) { + if (EMH_LIKELY(_eq(key, EMH_KEY(_pairs, eslot)))) + return next_bucket; + } + + csize += 1; + const auto nbucket = EMH_BUCKET(_index, next_bucket); + if (nbucket == next_bucket) + break; + next_bucket = nbucket; + } + + //find a empty and link it to tail + const auto new_bucket = find_empty_bucket(next_bucket, csize); + return EMH_BUCKET(_index, next_bucket) = new_bucket; + } + + size_type find_unique_bucket(uint64_t key_hash) noexcept + { + const auto bucket = size_type(key_hash & _mask); + auto next_bucket = EMH_BUCKET(_index, bucket); + if ((int)next_bucket < 0) { +#if EMH_HIGH_LOAD + if (next_bucket != INACTIVE) + pop_empty(bucket); +#endif + return bucket; + } + + //check current bucket_key is in main bucket or not + const auto kmain = hash_main(bucket); + if (EMH_UNLIKELY(kmain != bucket)) + return kickout_bucket(kmain, bucket); + else if (EMH_UNLIKELY(next_bucket != bucket)) + next_bucket = find_last_bucket(next_bucket); + + return EMH_BUCKET(_index, next_bucket) = find_empty_bucket(next_bucket, 2); + } + +/*** + Different probing techniques usually provide a trade-off between memory locality and avoidance of clustering. +Since Robin Hood hashing is relatively resilient to clustering (both primary and secondary), linear probing is the most cache friendly alternativeis typically used. + + It's the core algorithm of this hash map with highly optimization/benchmark. +normaly linear probing is inefficient with high load factor, it use a new 3-way linear +probing strategy to search empty slot. from benchmark even the load factor > 0.9, it's more 2-3 timer fast than +one-way search strategy. + +1. linear or quadratic probing a few cache line for less cache miss from input slot "bucket_from". +2. the first search slot from member variant "_last", init with 0 +3. the second search slot from calculated pos "(_num_filled + _last) & _mask", it's like a rand value +*/ + // key is not in this mavalue. Find a place to put it. + size_type find_empty_bucket(const size_type bucket_from, uint32_t csize) noexcept + { +#if EMH_HIGH_LOAD + if (_ehead) + return pop_empty(_ehead); +#endif + + auto bucket = bucket_from; + if (EMH_EMPTY(_index, ++bucket) || EMH_EMPTY(_index, ++bucket)) + return bucket; + +#ifdef EMH_QUADRATIC + constexpr size_type linear_probe_length = 2 * EMH_CACHE_LINE_SIZE / sizeof(Index);//16 + for (size_type offset = csize + 2, step = 4; offset <= linear_probe_length; ) { + bucket = (bucket_from + offset) & _mask; + if (EMH_EMPTY(_index, bucket) || EMH_EMPTY(_index, ++bucket)) + return bucket; + offset += step; //7/8. 12. 16 + } +#else + constexpr size_type quadratic_probe_length = 6u; + for (size_type offset = 4u, step = 3u; step < quadratic_probe_length; ) { + bucket = (bucket_from + offset) & _mask; + if (EMH_EMPTY(_index, bucket) || EMH_EMPTY(_index, ++bucket)) + return bucket; + offset += step++;//3.4.5 + } +#endif + +#if EMH_PREFETCH + __builtin_prefetch(static_cast(_index + _last + 1), 0, EMH_PREFETCH); +#endif + + for (;;) { +#if EMH_PACK_TAIL + //find empty bucket and skip next + if (EMH_EMPTY(_index, _last++))// || EMH_EMPTY(_index, _last++)) + return _last++ - 1; + + if (EMH_UNLIKELY(_last >= _num_buckets)) + _last = 0; + + auto medium = (_mask / 4 + _last++) & _mask; + if (EMH_EMPTY(_index, medium)) + return medium; +#else + if (EMH_EMPTY(_index, ++_last))// || EMH_EMPTY(_index, ++_last)) + return _last++; + + _last &= _mask; + auto medium = (_num_buckets / 2 + _last) & _mask; + if (EMH_EMPTY(_index, medium))// || EMH_EMPTY(_index, ++medium)) + return _last = medium; +#endif + } + + return 0; + } + + size_type find_last_bucket(size_type main_bucket) const + { + auto next_bucket = EMH_BUCKET(_index, main_bucket); + if (next_bucket == main_bucket) + return main_bucket; + + while (true) { + const auto nbucket = EMH_BUCKET(_index, next_bucket); + if (nbucket == next_bucket) + return next_bucket; + next_bucket = nbucket; + } + } + + size_type find_prev_bucket(const size_type main_bucket, const size_type bucket) const + { + auto next_bucket = EMH_BUCKET(_index, main_bucket); + if (next_bucket == bucket) + return main_bucket; + + while (true) { + const auto nbucket = EMH_BUCKET(_index, next_bucket); + if (nbucket == bucket) + return next_bucket; + next_bucket = nbucket; + } + } + + inline size_type hash_bucket(const KeyT& key) const noexcept + { + return (size_type)hash_key(key) & _mask; + } + + inline size_type hash_main(const size_type bucket) const noexcept + { + const auto slot = EMH_SLOT(_index, bucket); + return (size_type)hash_key(EMH_KEY(_pairs, slot)) & _mask; + } + +#if EMH_INT_HASH + static constexpr uint64_t KC = UINT64_C(11400714819323198485); + static uint64_t hash64(uint64_t key) + { +#if __SIZEOF_INT128__ && EMH_INT_HASH == 1 + __uint128_t r = key; r *= KC; + return (uint64_t)(r >> 64) + (uint64_t)r; +#elif EMH_INT_HASH == 2 + //MurmurHash3Mixer + uint64_t h = key; + h ^= h >> 33; + h *= 0xff51afd7ed558ccd; + h ^= h >> 33; + h *= 0xc4ceb9fe1a85ec53; + h ^= h >> 33; + return h; +#elif _WIN64 && EMH_INT_HASH == 1 + uint64_t high; + return _umul128(key, KC, &high) + high; +#elif EMH_INT_HASH == 3 + auto ror = (key >> 32) | (key << 32); + auto low = key * 0xA24BAED4963EE407ull; + auto high = ror * 0x9FB21C651E98DF25ull; + auto mix = low + high; + return mix; +#elif EMH_INT_HASH == 1 + uint64_t r = key * UINT64_C(0xca4bcaa75ec3f625); + return (r >> 32) + r; +#elif EMH_WYHASH64 + return wyhash64(key, KC); +#else + uint64_t x = key; + x = (x ^ (x >> 30)) * UINT64_C(0xbf58476d1ce4e5b9); + x = (x ^ (x >> 27)) * UINT64_C(0x94d049bb133111eb); + x = x ^ (x >> 31); + return x; +#endif + } +#endif + +#if EMH_WYHASH_HASH + //#define WYHASH_CONDOM 1 + inline uint64_t wymix(uint64_t A, uint64_t B) + { +#if defined(__SIZEOF_INT128__) + __uint128_t r = A; r *= B; +#if WYHASH_CONDOM2 + A ^= (uint64_t)r; B ^= (uint64_t)(r >> 64); +#else + A = (uint64_t)r; B = (uint64_t)(r >> 64); +#endif + +#elif defined(_MSC_VER) && defined(_M_X64) +#if WYHASH_CONDOM2 + uint64_t a, b; + a = _umul128(A, B, &b); + A ^= a; B ^= b; +#else + A = _umul128(A, B, &B); +#endif +#else + uint64_t ha = A >> 32, hb = B >> 32, la = (uint32_t)A, lb = (uint32_t)B, hi, lo; + uint64_t rh = ha * hb, rm0 = ha * lb, rm1 = hb * la, rl = la * lb, t = rl + (rm0 << 32), c = t < rl; + lo = t + (rm1 << 32); c += lo < t; hi = rh + (rm0 >> 32) + (rm1 >> 32) + c; +#if WYHASH_CONDOM2 + A ^= lo; B ^= hi; +#else + A = lo; B = hi; +#endif +#endif + return A ^ B; + } + + //multiply and xor mix function, aka MUM + static inline uint64_t wyr8(const uint8_t *p) { uint64_t v; memcpy(&v, p, 8); return v; } + static inline uint64_t wyr4(const uint8_t *p) { uint32_t v; memcpy(&v, p, 4); return v; } + static inline uint64_t wyr3(const uint8_t *p, size_t k) { + return (((uint64_t)p[0]) << 16) | (((uint64_t)p[k >> 1]) << 8) | p[k - 1]; + } + + static constexpr uint64_t secret[4] = { + 0xa0761d6478bd642full, 0xe7037ed1a0b428dbull, + 0x8ebc6af09c88c6e3ull, 0x589965cc75374cc3ull}; + +public: + //wyhash main function https://github.com/wangyi-fudan/wyhash + static uint64_t wyhashstr(const char *key, const size_t len) + { + uint64_t a = 0, b = 0, seed = secret[0]; + const uint8_t *p = (const uint8_t*)key; + if (EMH_LIKELY(len <= 16)) { + if (EMH_LIKELY(len >= 4)) { + const auto half = (len >> 3) << 2; + a = (wyr4(p) << 32U) | wyr4(p + half); p += len - 4; + b = (wyr4(p) << 32U) | wyr4(p - half); + } else if (len) { + a = wyr3(p, len); + } + } else { + size_t i = len; + if (EMH_UNLIKELY(i > 48)) { + uint64_t see1 = seed, see2 = seed; + do { + seed = wymix(wyr8(p + 0) ^ secret[1], wyr8(p + 8) ^ seed); + see1 = wymix(wyr8(p + 16) ^ secret[2], wyr8(p + 24) ^ see1); + see2 = wymix(wyr8(p + 32) ^ secret[3], wyr8(p + 40) ^ see2); + p += 48; i -= 48; + } while (EMH_LIKELY(i > 48)); + seed ^= see1 ^ see2; + } + while (i > 16) { + seed = wymix(wyr8(p) ^ secret[1], wyr8(p + 8) ^ seed); + i -= 16; p += 16; + } + a = wyr8(p + i - 16); + b = wyr8(p + i - 8); + } + + return wymix(secret[1] ^ len, wymix(a ^ secret[1], b ^ seed)); + } +#endif + +private: + template::value, uint32_t>::type = 0> + inline uint64_t hash_key(const UType key) const + { +#if EMH_INT_HASH + return hash64(key); +#elif EMH_IDENTITY_HASH + return key + (key >> 24); +#else + return _hasher(key); +#endif + } + + template::value, uint32_t>::type = 0> + inline uint64_t hash_key(const UType& key) const + { +#if EMH_WYHASH_HASH + return wyhashstr(key.data(), key.size()); +#else + return _hasher(key); +#endif + } + + template::value && !std::is_same::value, uint32_t>::type = 0> + inline uint64_t hash_key(const UType& key) const + { + return _hasher(key); + } + +private: + Index* _index; + value_type*_pairs; + + HashT _hasher; + EqT _eq; + uint32_t _mlf; + size_type _mask; + size_type _num_buckets; + size_type _num_filled; + size_type _last; +#if EMH_HIGH_LOAD + size_type _ehead; +#endif + size_type _etail; +}; +} // namespace emhash + diff --git a/native-sql-engine/cpp/src/third_party/sparsehash/sparse_hash_map.h b/native-sql-engine/cpp/src/third_party/sparsehash/sparse_hash_map.h index 523379670..010fc3b7c 100644 --- a/native-sql-engine/cpp/src/third_party/sparsehash/sparse_hash_map.h +++ b/native-sql-engine/cpp/src/third_party/sparsehash/sparse_hash_map.h @@ -21,6 +21,7 @@ #include +#include "third_party/hash_table7.hpp" #include "third_party/parallel_hashmap/phmap.h" using phmap::flat_hash_map; @@ -77,7 +78,7 @@ class SparseHashMap::va int32_t size_ = 0; private: - flat_hash_map dense_map_; + emhash7::HashMap dense_map_; bool null_index_set_ = false; int32_t null_index_; @@ -151,7 +152,7 @@ class SparseHashMap::val int32_t size_ = 0; private: - flat_hash_map dense_map_; + emhash8::HashMap dense_map_; bool null_index_set_ = false; int32_t null_index_;