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How to make any object thread-safe with the speed of lock-free algorithms
safe_ptr.h
contains C++ code of:
-
safe_ptr<>
- make any your custom object thread-safe, even when passed to a function -
contention_free_shared_mutex<>
- 10 X times faster thanstd::shared_mutex
-
contfree_safe_ptr<>
- make any your custom object thread-safe with the speed of lock-free algorithms
Additional contents for articles
There are examples:
- any_object_threadsafe - how to use
safe_ptr<>
- Article 1: https://www.codeproject.com/Articles/1183379/We-make-any-object-thread-safe - contfree_shared_mutex - how to use
contention_free_shared_mutex<>
- Article 2: https://www.codeproject.com/Articles/1183423/We-make-a-std-shared-mutex-times-faster - examples - all examples from online compilers in articles
There are benchmarks:
-
bench_contfree - Benchmark contention free shared mutex - Article 2: https://www.codeproject.com/Articles/1183423/We-make-a-std-shared-mutex-times-faster
-
benchmark - Benchmark contention free shared mutex (extended) - Article 3: https://www.codeproject.com/Articles/1183446/Thread-safe-std-map-with-the-speed-of-lock-free-ma
-
CDS_test - Benchmark lock-free lib-CDS and
std::map
guarded by contention free shared mutex - Article 3: https://www.codeproject.com/Articles/1183446/Thread-safe-std-map-with-the-speed-of-lock-free-ma -
Real_app_bench - Benchmark lock-free lib-CDS and
std::map
guarded by contention free shared mutex(Simulates real application - added 20 usec delay between each inter-thread data exchange) - Article 3: https://www.codeproject.com/Articles/1183446/Thread-safe-std-map-with-the-speed-of-lock-free-ma
For your Pull Requests use a separate branch: https://github.com/AlexeyAB/object_threadsafe/tree/for_pull_requests
Before Pull Requests - please run all necessary benchmarks, preferably on a server CPU, such as in folders: CDS_test, Real_app_bench or benchmark - and insert images of the results charts.
- How to use
safe_ptr<>
- in the same way asstd::shared_ptr<>
: http://coliru.stacked-crooked.com/a/ccf634f1a5e7f991
#include <iostream>
#include <thread>
#include <vector>
#include <string>
#include <map>
#include "safe_ptr.h"
int main() {
sf::safe_ptr< std::map< std::string, int > > safe_map_string_int;
std::thread t1([&]() { safe_map_string_int->emplace("apple", 1); });
std::thread t2([&]() { safe_map_string_int->emplace("potato", 2); });
t1.join(); t2.join();
std::cout << "apple = " << (*safe_map_string_int)["apple"] <<
", potato = " << (*safe_map_string_int)["potato"] << std::endl;
return 0;
}
- How to use
sf::contention_free_shared_mutex
- in the same way asstd::shared_mutex
: http://coliru.stacked-crooked.com/a/11c191b06aeb5fb6
#include <iostream>
#include <thread>
#include <vector>
#include "safe_ptr.h"
template <typename T>
void func(T &s_m, int &a, int &b)
{
for (size_t i = 0; i < 100000; ++i)
{
// x-lock for modification
{
s_m.lock();
a++;
b++;
s_m.unlock();
}
// s-lock for reading
{
s_m.lock_shared();
assert(a == b); // will never happen
s_m.unlock_shared();
}
}
}
int main() {
int a = 0;
int b = 0;
sf::contention_free_shared_mutex< > s_m;
// 20 threads
std::vector< std::thread > vec_thread(20);
for (auto &i : vec_thread) i = std::move(std::thread([&]() { func(s_m, a, b); }));
for (auto &i : vec_thread) i.join();
std::cout << "a = " << a << ", b = " << b << std::endl;
getchar();
return 0;
}
2.1. How to use contfree_safe_ptr< std::map >
: http://coliru.stacked-crooked.com/a/b78467b7a3885e5b
#include "safe_ptr.h"
sf::contfree_safe_ptr< std::map<std::string, int> > safe_map_strings_global; // cont-free shared-mutex
template<typename T>
void func(sf::contfree_safe_ptr<T> safe_map_strings)
{
// read-only (shared lock during access)
sf::contfree_safe_ptr<T> const &readonly_safe_map_string = safe_map_strings;
for (size_t i = 0; i < 100000; ++i)
{
// two Shared locks (recursive)
assert(readonly_safe_map_string->at("apple") == readonly_safe_map_string->at("potato"));
std::lock_guard<decltype(safe_map_strings)> lock(safe_map_strings); // 1-st eXclusive lock
safe_map_strings->at("apple") += 1; // 2-nd recursive eXclusive lock
safe_map_strings->find("potato")->second += 1; // 3-rd recursive eXclusive lock
}
}
int main() {
(*safe_map_strings_global)["apple"] = 0;
(*safe_map_strings_global)["potato"] = 0;
std::vector<std::thread> vec_thread(10);
for (auto &i : vec_thread) i = std::move(std::thread([&]() { func(safe_map_strings_global); }));
for (auto &i : vec_thread) i.join();
std::cout << "END: potato is " << safe_map_strings_global->at("potato") <<
", apple is " << safe_map_strings_global->at("apple") << std::endl;
return 0;
}
- High-performance usage of
contfree_safe_ptr< std::map >
andsafe_obj<>
: http://coliru.stacked-crooked.com/a/f7079aa1acc00a78
#include "safe_ptr.h"
using namespace sf;
struct field_t { int money, time; field_t(int m, int t) : money(m), time(t) {} field_t() : money(0), time(0) {} };
typedef safe_obj<field_t, spinlock_t> safe_obj_field_t;
contfree_safe_ptr< std::map<int, safe_obj_field_t> > safe_map_contfree_rowlock_global;
template<typename T>
void benchmark_safe_ptr_rowlock(T safe_map, size_t const iterations_count, size_t const container_size)
{
const unsigned int seed = (unsigned)std::chrono::system_clock::now().time_since_epoch().count();
std::default_random_engine generator(seed);
std::uniform_int_distribution<size_t> index_distribution(0, container_size);
enum { insert_op, delete_op, update_op, read_op };
std::uniform_int_distribution<size_t> operation_distribution(insert_op, read_op); // 0 - 4
for (size_t i = 0; i < iterations_count; ++i)
{
int const rnd_index = index_distribution(generator); // 0 - container_size
int const num_op = operation_distribution(generator); // insert_op, update_op, delete_op, read_op
switch (num_op) {
case insert_op: {
slock_safe_ptr(safe_map)->find(rnd_index); // find for pre-cache to L1 with temprorary S-lock
safe_map->emplace(rnd_index, (field_t(rnd_index, rnd_index))); // insert with X-lock on Table
break;
}
case delete_op: {
slock_safe_ptr(safe_map)->find(rnd_index); // find for pre-cache to L1 with temprorary S-lock
size_t erased_elements = safe_map->erase(rnd_index); // erase with X-lock on Table
}
break;
case update_op: {
auto s_safe_map = slock_safe_ptr(safe_map); // S-lock on Table
auto it = s_safe_map->find(rnd_index);
if (it != s_safe_map->cend()) {
auto x_field = xlock_safe_ptr(it->second);
x_field->money += rnd_index; // X-lock on field, still S-lock on Table (must necessarily be)
}
}
break;
case read_op: {
auto s_safe_map = slock_safe_ptr(safe_map); // S-lock on Table
auto it = s_safe_map->find(rnd_index);
if (it != s_safe_map->cend()) {
auto s_field = slock_safe_ptr(it->second);
volatile int money = s_field->money; // S-lock on field, still S-lock on Table (must be)
// volatile here only to avoid optimization for unused money-variable
}
}
break;
default: std::cout << "\n wrong way! \n"; break;
}
}
}
int main() {
const size_t iterations_count = 100000; // operations of data exchange between threads
const size_t container_size = 100000; // elements in container
std::vector<std::thread> vec_thread(8); // threads number
std::cout << "Threads: " << vec_thread.size() << std::endl;
std::cout << "Testing safe<map,contf>rowlock... \n";
for (auto &i : vec_thread) i = std::move(std::thread([&]() {
benchmark_safe_ptr_rowlock(safe_map_contfree_rowlock_global, iterations_count, container_size);
}));
for (auto &i : vec_thread) i.join();
std::cout << "Successfully completed." << std::endl;
return 0;
}