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g2px1 2025-04-30 23:51:31 +03:00
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cmake_minimum_required(VERSION 3.30)
project(parallelUnorderedMap)
set(CMAKE_CXX_STANDARD 20)
add_executable(parallelUnorderedMap main.cpp
UnorderedParallelMap.h
optimization.h)

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UnorderedParallelMap.h Normal file
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#ifndef UNORDEREDPARALLELMAP_H
#define UNORDEREDPARALLELMAP_H
#include <memory>
#include <atomic>
#include <vector>
#include <optional>
#include <thread>
#include "optimization.h"
template <typename K, typename V>
class LockFreeMap
{
struct Bucket
{
std::atomic<bool> occupied{false};
std::atomic<bool> deleted{false};
std::atomic<K> key;
std::atomic<V> value;
std::atomic<Bucket*> next{nullptr};
};
struct Table
{
size_t capacity;
std::vector<Bucket> buckets;
Table(size_t cap) : capacity(cap), buckets(cap) {}
};
std::shared_ptr<Table> table;
std::shared_ptr<Table> new_table{nullptr};
std::atomic<size_t> size_counter{0};
std::mutex resize_mutex;
static constexpr float MAX_LOAD_FACTOR = 0.75;
size_t hash(const K& key, size_t capacity) const
{
return std::hash<K>{}(key) % capacity;
}
void migrate_entry(Bucket& src, const std::shared_ptr<Table>& dest)
{
if (!src.occupied.load() || src.deleted.load()) return;
const K key = src.key.load();
const V val = src.value.load();
size_t idx = hash(key, dest->capacity);
Bucket& head = dest->buckets[idx];
if (!head.occupied.load())
{
bool expected = false;
if (head.occupied.compare_exchange_strong(expected, true))
{
head.key.store(key);
head.value.store(val);
head.deleted.store(false);
return;
}
}
Bucket* current = &head;
while (true)
{
if (!current->deleted.load() && current->key.load() == key)
return;
Bucket* next = current->next.load();
if (next)
{
current = next;
}
else
{
Bucket* new_node = new Bucket;
new_node->occupied.store(true);
new_node->key.store(key);
new_node->value.store(val);
new_node->deleted.store(false);
if (current->next.compare_exchange_strong(next, new_node))
return;
delete new_node;
}
}
}
void start_resize(size_t new_capacity)
{
std::lock_guard<std::mutex> lock(resize_mutex);
if (new_table) return;
auto old_table = table;
auto next = std::make_shared<Table>(new_capacity);
new_table = next;
std::thread([this, old_table, next]() {
for (auto& bucket : old_table->buckets)
{
Bucket* current = &bucket;
while (current)
{
migrate_entry(*current, next);
current = current->next.load();
}
}
table = next;
new_table = nullptr;
for (auto& bucket : old_table->buckets)
{
Bucket* current = bucket.next.load();
while (current)
{
Bucket* next = current->next.load();
delete current;
current = next;
}
}
}).detach();
}
std::shared_ptr<Table> active_table() const
{
auto nt = new_table;
return nt ? nt : table;
}
public:
explicit LockFreeMap(size_t initial_capacity = 1024)
{
table = std::make_shared<Table>(initial_capacity);
}
~LockFreeMap()
{
auto t = table;
for (auto& bucket : t->buckets)
{
Bucket* current = bucket.next.load();
while (current)
{
Bucket* next = current->next.load();
delete current;
current = next;
}
}
}
bool insert(const K& key, const V& value)
{
if ((float)(size_counter.load() + 1) / table->capacity > MAX_LOAD_FACTOR)
start_resize(table->capacity * 2);
auto t = active_table();
size_t idx = hash(key, t->capacity);
Bucket& head = t->buckets[idx];
prefetch_for_read(&head);
if (!head.occupied.load())
{
bool expected = false;
if (head.occupied.compare_exchange_strong(expected, true))
{
head.key.store(key);
head.value.store(value);
head.deleted.store(false);
size_counter.fetch_add(1);
return true;
}
}
Bucket* current = &head;
while (true)
{
if (!current->deleted.load() && current->key.load() == key)
return false;
Bucket* next = current->next.load();
if (next)
{
current = next;
cpu_relax();
}
else
{
Bucket* new_node = new Bucket;
new_node->occupied.store(true);
new_node->key.store(key);
new_node->value.store(value);
new_node->deleted.store(false);
if (current->next.compare_exchange_strong(next, new_node))
{
size_counter.fetch_add(1);
return true;
}
delete new_node;
cpu_relax();
}
}
}
std::optional<V> find(const K& key)
{
auto t = active_table();
size_t idx = hash(key, t->capacity);
Bucket* current = &t->buckets[idx];
while (current)
{
if (current->occupied.load() &&
!current->deleted.load() &&
current->key.load() == key)
{
return current->value.load();
}
current = current->next.load();
cpu_relax();
}
return std::nullopt;
}
bool erase(const K& key)
{
auto t = active_table();
size_t idx = hash(key, t->capacity);
Bucket* current = &t->buckets[idx];
while (current)
{
if (current->occupied.load() &&
!current->deleted.load() &&
current->key.load() == key)
{
current->deleted.store(true);
size_counter.fetch_sub(1);
return true;
}
current = current->next.load();
cpu_relax();
}
return false;
}
bool update(const K& key, const V& new_value)
{
auto t = active_table();
size_t idx = hash(key, t->capacity);
Bucket* current = &t->buckets[idx];
while (current)
{
if (current->occupied.load() &&
!current->deleted.load() &&
current->key.load() == key)
{
current->value.store(new_value);
return true;
}
current = current->next.load();
cpu_relax();
}
return false;
}
void shrink()
{
size_t current_size = size_counter.load();
auto cap = table->capacity;
if (current_size < cap / 4 && cap > 1024)
start_resize(cap / 2);
}
size_t size() const
{
return size_counter.load();
}
bool rehash_one(const K& key)
{
auto src = table;
auto dst = new_table;
if (!dst) return false;
size_t idx = hash(key, src->capacity);
Bucket* current = &src->buckets[idx];
while (current)
{
if (current->occupied.load() &&
!current->deleted.load() &&
current->key.load() == key)
{
migrate_entry(*current, dst);
return true;
}
current = current->next.load();
}
return false;
}
std::vector<K> keys()
{
std::vector<K> result;
auto t = active_table();
for (auto& bucket : t->buckets)
{
Bucket* current = &bucket;
while (current)
{
if (current->occupied.load() &&
!current->deleted.load())
{
result.push_back(current->key.load());
}
current = current->next.load();
}
}
return result;
}
std::vector<std::pair<K, V>> entries()
{
std::vector<std::pair<K, V>> result;
auto t = active_table();
for (auto& bucket : t->buckets)
{
Bucket* current = &bucket;
while (current)
{
if (current->occupied.load() && !current->deleted.load())
{
result.emplace_back(current->key.load(), current->value.load());
}
current = current->next.load();
}
}
return result;
}
void for_each(const std::function<void(const K&, const V&)>& cb)
{
auto t = active_table();
for (auto& bucket : t->buckets)
{
Bucket* current = &bucket;
while (current)
{
if (current->occupied.load() && !current->deleted.load())
{
cb(current->key.load(), current->value.load());
}
current = current->next.load();
}
}
}
};
#endif // UNORDEREDPARALLELMAP_H

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#include <cassert>
#include <iostream>
#include <map>
#include "UnorderedParallelMap.h"
#include <random>
constexpr int THREADS = 8;
constexpr int OPS_PER_THREAD = 10000;
void worker(LockFreeMap<int, int>& map, int thread_id)
{
std::mt19937 rng(thread_id);
std::uniform_int_distribution<int> dist(0, 99999);
for (int i = 0; i < OPS_PER_THREAD; ++i)
{
int op = dist(rng) % 4;
int key = dist(rng);
int value = thread_id * 1000 + i;
switch (op)
{
case 0:
map.insert(key, value);
break;
case 1:
map.find(key);
break;
case 2:
map.update(key, value + 1);
break;
case 3:
map.erase(key);
break;
}
}
}
void verify_map(LockFreeMap<int, int>& map)
{
std::cout << "Final size: " << map.size() << "\n";
auto s = map.size();
auto k = map.keys().size();
auto e = map.entries().size();
std::cout << "Verifying invariants...\n";
std::cout << " size() = " << s << "\n";
std::cout << " keys() = " << k << "\n";
std::cout << " entries() = " << e << "\n";
assert(e <= k);
assert(k <= s);
std::cout << "✓ Invariants OK\n\n";
}
int main()
{
LockFreeMap<int, int> simple_test_map;
simple_test_map.insert(1, 1);
simple_test_map.insert(2, 44);
assert(simple_test_map.size() == 2);
assert(simple_test_map.find(2) == 44);
simple_test_map.update(2, 55);
assert(simple_test_map.find(2) == 55);
std::cout << "✓ Single-thread test finished\n" << std::endl;
verify_map(simple_test_map);
LockFreeMap<int, int> map(1024);
std::vector<std::thread> threads;
threads.reserve(THREADS);
for (int i = 0; i < THREADS; ++i)
threads.emplace_back(worker, std::ref(map), i);
for (auto& t : threads)
t.join();
std::cout << "✓ Multi-thread test finished\n" << std::endl;
verify_map(map);
return 0;
}

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//
// Created by Kirill Zhukov on 20.04.2025.
//
#ifndef OPTIMIZATIONS_H
#define OPTIMIZATIONS_H
#if defined(__x86_64__) || defined(_M_X64) || defined(__i386) || defined(_M_IX86)
#include <immintrin.h>
inline void cpu_relax() noexcept { _mm_pause(); }
inline void prefetch_for_write(const void *ptr) noexcept {
_mm_prefetch(reinterpret_cast<const char *>(ptr), _MM_HINT_T0);
}
inline void prefetch_for_read(const void *ptr) noexcept {
_mm_prefetch(reinterpret_cast<const char *>(ptr), _MM_HINT_T0);
}
#elif defined(__aarch64__)
inline void cpu_relax() noexcept { asm volatile("yield" ::: "memory"); }
inline void prefetch_for_write(const void* ptr) noexcept
{
asm volatile("prfm pstl1strm, [%0]" :: "r"(ptr));
}
inline void prefetch_for_read(const void* ptr) noexcept
{
asm volatile("prfm pldl1keep, [%0]" :: "r"(ptr));
}
#else
inline void cpu_relax() noexcept
{
}
inline void prefetch_for_write(const void*) noexcept
{
}
inline void prefetch_for_read(const void*) noexcept
{
}
#endif
#endif //OPTIMIZATIONS_H