This commit is contained in:
bronku 2025-11-17 16:52:36 +01:00
parent 8b93786157
commit e7eef77c57
4 changed files with 127 additions and 14 deletions

View file

@ -16,8 +16,8 @@ public:
FileWriter(const std::string& filename, size_t buffer_size = 8);
~FileWriter();
void write(const Record& record);
void write_chunk(std::span<const Record>& chunk);
void write(Record record);
void write_chunk(std::span<Record> chunk);
size_t total_writes() const;
};

View file

@ -8,14 +8,14 @@ class MergeSorter {
private:
std::vector<Record> buffer_;
const std::string& tmp_dir_;
size_t buffer_rows = 0;
size_t buffer_rows_ = 0;
size_t disk_reads_ = 0;
size_t disk_writes_ = 0;
size_t phases_ = 0;
size_t create_initial_runs(const std::string& input_file);
void merge_runs(const std::vector<std::string>& input_files,
const std::string& output_file);
std::span<Record> get_chunk_span(size_t chunk_index);
size_t create_initial_runs(const std::string& input_file, const std::string& next_dir);
size_t merge_pass(const std::string& current_dir, const std::string& next_dir, size_t run_count);
void perform_k_way_merge(std::vector<std::unique_ptr<FileReader>>& readers,
FileWriter& writer);

View file

@ -24,7 +24,7 @@ FileWriter::~FileWriter()
write_buffer();
}
void FileWriter::write(const Record& record)
void FileWriter::write(Record record)
{
if (current_pos_ >= buffer_.size()) {
write_buffer();
@ -34,7 +34,7 @@ void FileWriter::write(const Record& record)
total_writes_++;
}
void FileWriter::write_chunk(std::span<const Record>& chunk)
void FileWriter::write_chunk(std::span<Record> chunk)
{
for (const auto& record : chunk) {
write(record);

View file

@ -1,12 +1,19 @@
#include "../include/merge_sorter.hpp"
size_t MergeSorter::create_initial_runs(const std::string& input_file)
std::span<Record> MergeSorter::get_chunk_span(size_t chunk_index)
{
size_t chunk_size = buffer_.size() / buffer_rows_;
size_t start = chunk_index * chunk_size;
return std::span<Record>(buffer_).subspan(start, chunk_size);
}
size_t MergeSorter::create_initial_runs(const std::string& input_file, const std::string& next_dir)
{
FileReader reader(input_file);
std::span<Record> chunk(buffer_);
size_t run_count = 0;
for (run_count = 0;; run_count++) {
for (;; run_count++) {
size_t records_read = reader.read_chunk(chunk);
if (records_read == 0) {
break;
@ -14,9 +21,9 @@ size_t MergeSorter::create_initial_runs(const std::string& input_file)
std::sort(chunk.begin(), chunk.begin() + records_read);
std::string run_file = tmp_dir_ + "pass0/run_" + std::to_string(run_count) + ".dat";
std::string run_file = next_dir + std::to_string(run_count) + ".dat";
FileWriter writer(run_file);
auto output = std::span<const Record>(chunk.data(), records_read);
auto output = std::span<Record>(chunk.data(), records_read);
writer.write_chunk(output);
disk_writes_ += writer.total_writes();
@ -25,10 +32,103 @@ size_t MergeSorter::create_initial_runs(const std::string& input_file)
return run_count;
}
void MergeSorter::perform_k_way_merge(std::vector<std::unique_ptr<FileReader>>& readers,
FileWriter& writer)
{
using HeapElement = std::pair<Record, size_t>;
auto heap_compare = [](const HeapElement& a, const HeapElement& b) {
return !(a.first < b.first);
};
std::priority_queue<HeapElement, std::vector<HeapElement>, decltype(heap_compare)>
min_heap(heap_compare);
std::vector<std::span<Record>> buffers;
std::vector<size_t> positions;
std::vector<size_t> chunk_sizes;
buffers.reserve(readers.size());
positions.reserve(readers.size());
chunk_sizes.reserve(readers.size());
for (size_t i = 0; i < readers.size(); ++i) {
buffers.push_back(get_chunk_span(i));
chunk_sizes.push_back(readers[i]->read_chunk(buffers.back()));
positions.push_back(0);
if (chunk_sizes[i] > 0) {
min_heap.emplace(buffers[i][0], i);
positions[i] = 1;
}
}
auto output_buffer = get_chunk_span(buffer_rows_ - 1);
size_t output_pos = 0;
while (!min_heap.empty()) {
auto [record, source_idx] = min_heap.top();
min_heap.pop();
output_buffer[output_pos++] = record;
if (output_pos >= output_buffer.size()) {
writer.write_chunk(output_buffer);
output_pos = 0;
}
if (positions[source_idx] >= chunk_sizes[source_idx]) {
chunk_sizes[source_idx] = readers[source_idx]->read_chunk(buffers[source_idx]);
positions[source_idx] = 0;
if (chunk_sizes[source_idx] == 0)
continue;
}
if (positions[source_idx] < chunk_sizes[source_idx]) {
min_heap.emplace(buffers[source_idx][positions[source_idx]], source_idx);
positions[source_idx]++;
}
}
if (output_pos > 0) {
writer.write_chunk(std::span<Record>(output_buffer.data(), output_pos));
}
}
size_t MergeSorter::merge_pass(const std::string& current_dir, const std::string& next_dir, size_t run_count)
{
const size_t merge_factor = buffer_rows_ - 1;
const size_t chunk_size = buffer_.size() / buffer_rows_;
size_t new_run_count = 0;
for (size_t i = 0; i < run_count; i += merge_factor) {
size_t end = std::min(i + merge_factor, run_count);
std::vector<std::unique_ptr<FileReader>> readers;
for (size_t j = i; j < end; ++j) {
std::string input_filename = current_dir + std::to_string(j) + ".dat";
readers.push_back(std::make_unique<FileReader>(input_filename, chunk_size));
}
std::string output_filename = next_dir + std::to_string(new_run_count) + ".dat";
FileWriter writer(output_filename, chunk_size);
perform_k_way_merge(readers, writer);
for (const auto& reader : readers) {
disk_reads_ += reader->total_reads();
}
disk_writes_ += writer.total_writes();
new_run_count++;
}
return new_run_count;
}
MergeSorter::MergeSorter(size_t buffer_rows, size_t buffer_cols, const std::string& tmp_dir)
: buffer_(buffer_rows * buffer_cols)
, tmp_dir_(tmp_dir)
, buffer_rows(buffer_rows)
, buffer_rows_(buffer_rows)
, disk_reads_(0)
, disk_writes_(0)
, phases_(0)
@ -40,8 +140,21 @@ MergeSorter::MergeSorter(size_t buffer_rows, size_t buffer_cols, const std::stri
bool MergeSorter::sort_file(const std::string& input_file, const std::string& output_file)
{
create_initial_runs(input_file);
std::string current_dir = tmp_dir_ + "/pass0/run_";
std::string next_dir = tmp_dir_ + "/pass1/run_";
size_t run_count = 0;
run_count = create_initial_runs(input_file, current_dir);
phases_++;
std::cout << "created inital runs, disk reads: " << disk_reads_ << ", disk writes: " << disk_writes_ << '\n';
while (run_count > 1) {
run_count = merge_pass(current_dir, next_dir, run_count);
phases_++;
current_dir = next_dir;
next_dir = tmp_dir_ + "/pass" + std::to_string(phases_) + "/run_";
}
std::cout << output_file << '\n';
return true;
}