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// ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
// llil4map.cc (new chunking variant)
// https://www.perlmonks.com/?node_id=11149643
// A phmap::parallel_flat_hash_map demonstration.
// By Mario Roy, March 31, 2024
// Based on llil3m.cpp https://perlmonks.com/?node_id=11149482
// Original challenge https://perlmonks.com/?node_id=11147822
// and summary https://perlmonks.com/?node_id=11150293
// Other demonstrations https://perlmonks.com/?node_id=11149907
// ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
// OpenMP Little Book - https://nanxiao.gitbooks.io/openmp-little-book
//
// Obtain the parallel hashmap library (required dependency):
// git clone --depth=1 https://github.com/greg7mdp/parallel-hashmap
//
// Compile on Linux (clang++ or g++):
// clang++ -o llil4map -std=c++20 -fopenmp -Wall -O3 llil4map.cc -I./parallel-hashmap
//
// On macOS, use g++-12 from https://brew.sh (installation: brew install gcc@12).
// The g++ command also works with mingw C++ compiler (https://sourceforge.net/projects/mingw-w64)
// that comes bundled with Strawberry Perl (C:\Strawberry\c\bin\g++.exe).
//
// Obtain gen-llil.pl and gen-long-llil.pl from https://perlmonks.com/?node_id=11148681
// perl gen-llil.pl big1.txt 200 3 1
// perl gen-llil.pl big2.txt 200 3 1
// perl gen-llil.pl big3.txt 200 3 1
// perl gen-long-llil.pl long1.txt 600
// perl gen-long-llil.pl long2.txt 600
// perl gen-long-llil.pl long3.txt 600
//
// To make random input, obtain shuffle.pl from https://perlmonks.com/?node_id=11149800
// perl shuffle.pl big1.txt >tmp && mv tmp big1.txt
// perl shuffle.pl big2.txt >tmp && mv tmp big2.txt
// perl shuffle.pl big3.txt >tmp && mv tmp big3.txt
//
// Example run: llil4map big1.txt big2.txt big3.txt >out.txt
// NUM_THREADS=3 llil4map ...
// ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
// Specify 0/1 to use boost's parallel sorting algorithm; faster than __gnu_parallel::sort.
// https://www.boost.org/doc/libs/1_81_0/libs/sort/doc/html/sort/parallel.html
// This requires the boost header files: e.g. devpkg-boost bundle on Clear Linux.
// Note: Another option is downloading and unpacking Boost locally.
// (no need to build it because the bits we use are header file only)
#include <string_view>
#include <chrono>
#include <thread>
#include <parallel_hashmap/phmap.h>
#include <cstdio>
#include <cstddef>
#include <cstdint>
#include <cstdlib>
#include <cstring>
#include <ctime>
#include <string>
#include <array>
#include <vector>
#include <bit>
#include <utility>
#include <iterator>
#include <execution>
#include <algorithm>
#include <filesystem>
#if 1
#pragma clang diagnostic push
#pragma clang diagnostic ignored "-Wunused-parameter"
#pragma clang diagnostic ignored "-Wshadow"
#include <boost/sort/sort.hpp>
#pragma clang diagnostic pop
#endif
#include <boost/interprocess/managed_mapped_file.hpp>
#include <boost/lockfree/queue.hpp>
static_assert(sizeof(size_t) == sizeof(int64_t), "size_t too small, need a 64-bit compiler");
// ------------------------------------------------------------------------------------------
template <class F>
struct show_time {
using high_resolution_clock = std::chrono::high_resolution_clock;
using time_point = std::chrono::high_resolution_clock::time_point;
using milliseconds = std::chrono::milliseconds;
show_time(std::string_view message, F&& f) {
auto start = high_resolution_clock::now();
std::forward<F>(f)();
auto elasped = double(std::chrono::duration_cast<milliseconds>(high_resolution_clock::now() - start).count()) / 1000;
std::cerr << message << std::setw(8) << elasped << " secs\n";
}
};
// ------------------------------------------------------------------------------------------
struct stats_t {
using high_resolution_clock = std::chrono::high_resolution_clock;
using time_point = std::chrono::high_resolution_clock::time_point;
using milliseconds = std::chrono::milliseconds;
struct time_pairs {
double elasped() const { return double(std::chrono::duration_cast<milliseconds>(_stop - _start).count()) / 1000; }
void start() { _start = high_resolution_clock::now(); }
void stop() { _stop = high_resolution_clock::now(); }
//template <class F>
//void show_time(std::string_view message, F&& f) {}
time_point _start, _stop;
};
time_pairs get_props;
time_pairs map_to_vec;
time_pairs sort;
time_pairs write_stdout;
time_pairs total;
};
// ---------------------------------------------------------------------------------------------
// Stores a string + a count
// For strings up to N-1 bytes, total space used is N + 4 bytes
// For larger strings, uses N + 4 bytes + strlen(string) + 1
//
// invariants
// if extra[mark_idx], str is a valid string pointer
// if !extra[mark_idx], the N bytes starting at (const char *)(&str) store a null_terminated string
// ---------------------------------------------------------------------------------------------
template<size_t N>
struct string_cnt_t {
using uint_t = uint32_t;
static_assert(N >= 12);
static constexpr size_t buffsz = N;
static constexpr size_t extra_sz = N - sizeof(char*);
static constexpr size_t mark_idx = extra_sz - 1;
char * str;
char extra[extra_sz];
uint_t cnt;
string_cnt_t() : str{nullptr}, extra{0}, cnt{0} {}
string_cnt_t(std::string_view s, uint_t c = 0) : str(nullptr), cnt(c) { set(s); }
~string_cnt_t() { free(); }
string_cnt_t(const string_cnt_t& o) {
set(o.get());
}
string_cnt_t(string_cnt_t&& o) noexcept {
if (o.extra[mark_idx]) {
str = o.str;
o.str = nullptr;
extra[mark_idx] = 1;
} else {
std::strcpy((char *)(&str), o.get());
extra[mark_idx] = 0;
}
cnt = o.cnt;
}
string_cnt_t& operator=(const string_cnt_t& o) {
free();
set(o.get());
cnt = o.cnt;
return *this;
}
string_cnt_t& operator=(string_cnt_t&& o) noexcept {
free();
new (this) string_cnt_t(std::move(o));
return *this;
}
std::strong_ordering operator<=>(const string_cnt_t& o) const { return std::strcmp(get(), o.get()) <=> 0; }
bool operator==(const string_cnt_t& o) const { return std::strcmp(get(), o.get()) == 0; }
std::size_t hash() const {
auto s = get();
std::string_view sv {s};
return std::hash<std::string_view>()(sv);
}
const char *get() const { return extra[mark_idx] ? str : (const char *)(&str); }
private:
void free() { if (extra[mark_idx]) { delete [] str; str = nullptr; } }
void set(std::string_view s) {
static_assert(offsetof(string_cnt_t, cnt) == (intptr_t)buffsz);
static_assert(sizeof(string_cnt_t) == N + sizeof(cnt));
assert(!extra[mark_idx] || !str);
if (s.empty())
std::memset(&str, 0, buffsz);
else {
auto len = s.size();
if (len >= buffsz) {
str = new char[len+1];
std::memcpy(str, s.data(), len);
str[len] = 0;
extra[mark_idx] = 1;
} else {
std::memcpy((char *)(&str), s.data(), len);
((char *)&str)[len] = 0;
extra[mark_idx] = 0;
}
}
}
void set(const char *s) {
set(std::string_view{s});
}
};
using string_cnt = string_cnt_t<12>;
namespace std {
template<> struct hash<string_cnt> {
std::size_t operator()(const string_cnt& v) const noexcept { return v.hash(); };
};
}
namespace bip = boost::interprocess;
namespace lf = boost::lockfree;
// ------------------------------------------------------------------------------------------
// ideas
// -----
// do a first pass that
//
// - gather string length counts (each thread has an array `size_t lengths[256]` which are
// merged at the end)
// => enables to decide N for string_count (12, 20, 28, 36, 44) - chosen size should
// be enough for 95% of strings
// or
// use `arena` allocator which doesn't free anything?
//
// - gather statistics of first two starting letters (each thread has an array
// `size_t count[65536]` which aremerged at the end)
// => enables to divide equally between threads, and each thread holds the correctly
// sorted bunch
//
// - after extracting the vector on each thread, we can do `std::sort` and then output
// the results directly from the sorted vectors of each thread (no need to combine into
// large vector.
//
// - blocks sent to consumer strings should not contain string_cnt, but blocks of:
// <str><null><cnt>
// 1b 2b
//
// and the `string_cnt` used to do the find() in the map should be pointing to the string
// in the block (no copy), so no string alloc for duplicate strings
// ------------------------------------------------------------------------------------------
template<size_t num_consumers>
class llil_t {
public:
using uint_t = string_cnt::uint_t;
static_assert(std::bit_ceil(num_consumers) == num_consumers);
using string_cnt_set_t = phmap::parallel_flat_hash_set<
string_cnt,
phmap::priv::hash_default_hash<string_cnt>,
phmap::priv::hash_default_eq<string_cnt>,
phmap::priv::Allocator<string_cnt>,
std::countr_zero(std::bit_ceil(num_consumers))
>;
using string_cnt_vector_t = std::vector<string_cnt>;
using string_cnt_vector_t2 = std::array<string_cnt, 2>;
struct consumer {
consumer() : queue(10000) {}
lf::queue<string_cnt_vector_t*> queue;
std::thread thread;
std::atomic<bool> done {false};
};
string_cnt_set_t set;
std::atomic<size_t> num_lines = 0;
size_t num_unique;
std::array<consumer, num_consumers> consumers;
~llil_t() {
show_stats();
}
void get_properties(const char* fname) {
auto mapping = bip::file_mapping(fname, bip::read_only);
auto rgn = bip::mapped_region(mapping, bip::read_only);
char* first = (char *)rgn.get_address();
char* last = first + rgn.get_size();
size_t _num_lines = 0;
std::array<string_cnt_vector_t, num_consumers> vecs;
constexpr size_t batch_size = 2048;
for (auto& v : vecs)
v.reserve(batch_size);
while (first < last) {
char* beg_ptr{first};
char* end_ptr{find_char(first, last, '\n')};
char *found = find_char(beg_ptr, end_ptr, '\t');
if (found == end_ptr)
continue;
assert(*found == '\t');
std::string_view word{beg_ptr, static_cast<size_t>(found - beg_ptr)};
uint_t count = fast_atoui(found + 1, end_ptr);
size_t hashval = std::hash<std::string_view>()(word);
auto subidx = set.subidx(hashval);
auto& v = vecs[subidx];
v.emplace_back(word, count);
if (v.size() == batch_size) {
// enqueue vector to consumer thread
enqueue_vec(std::move(v), subidx);
v.clear();
v.reserve(batch_size);
}
first = end_ptr + 1;
++_num_lines;
}
for (size_t i=0; i<vecs.size(); ++i)
if (!vecs[i].empty())
enqueue_vec(std::move(vecs[i]), i);
num_lines += _num_lines;
}
template <size_t num_producers>
void get_properties(char** fname, int nfiles) {
std::vector<std::thread> producers; // produce blocks of word/count to add
lf::queue<const char*> file_queue(4096); // queue of files to process
std::atomic<bool> done_adding_files {false}; // true when all files to process are enqueued
producers.reserve(num_producers);
for (size_t i=0; i<num_producers; ++i) {
producers.emplace_back([&]() {
const char* value;
while (!done_adding_files) {
while (file_queue.pop(value))
get_properties(value);
}
while (file_queue.pop(value))
get_properties(value);
});
}
for (int i = 0; i < nfiles; ++i) {
while (!file_queue.push(fname[i]))
;
}
done_adding_files = true;
// producers are now enqueueing blocks to process on the consumer queues
// start the consumers
for (size_t i=0; i<num_consumers; ++i) {
consumer& c = consumers[i];
c.thread = std::thread([&, i=i]() {
string_cnt_vector_t* v;
while (!c.done) {
while (c.queue.pop(v))
process_vec(i, v);
}
while (c.queue.pop(v))
process_vec(i, v);
});
}
for (size_t i=0; i<num_producers; ++i)
producers[i].join();
for (auto& c : consumers)
c.done = true;
for (auto& c : consumers)
c.thread.join();
num_unique = set.size();
}
void show_stats() {
std::cerr << "\n\n";
std::cerr << " count lines " << num_lines << "\n";
std::cerr << " num uniques " << num_unique << "\n";
}
private:
void enqueue_vec(string_cnt_vector_t&& v, size_t subidx) {
auto v_ptr = new string_cnt_vector_t(std::move(v));
while (!consumers[subidx].queue.push(v_ptr))
;
}
void process_vec(size_t subidx, string_cnt_vector_t* v) {
#if 1
set.with_submap_m(subidx, [&](auto& s) {
for (auto& sc : *v) {
auto it = s.find(sc);
if (it == s.end())
s.insert(std::move(sc));
else
const_cast<string_cnt&>(*it).cnt += sc.cnt;
}
});
#endif
delete v;
}
uint_t fast_atoui(const char* first, char* last) {
uint_t val = 0;
uint8_t digit;
while (first < last && (digit = uint8_t(*first++ - '0')) <= 9)
val = val * 10 + digit;
return val;
}
char* find_char(char* first, char* last, char c) {
while (first != last) {
if (*first == c) break;
++first;
}
return first;
}
};
int main(int argc, char* argv[])
{
if (argc < 2) { std::cerr << "usage: llil4map file1 file2 ... >out.txt\n"; return 1; }
llil_t<32> llil;
show_time("get properties ", [&]() { llil.get_properties<6>(&argv[1], argc - 1); });
return 0;
}
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