file_sorting/src/merge_sorter.cpp
2025-11-17 19:39:10 +01:00

174 lines
5.1 KiB
C++

#include "../include/merge_sorter.hpp"
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++) {
size_t records_read = reader.read_chunk(chunk);
if (records_read == 0) {
break;
}
std::sort(chunk.begin(), chunk.begin() + records_read);
std::string run_file = next_dir + std::to_string(run_count) + ".dat";
FileWriter writer(run_file);
auto output = std::span<Record>(chunk.data(), records_read);
writer.write_chunk(output);
disk_writes_ += writer.total_writes();
}
disk_reads_ += reader.total_reads();
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)
, disk_reads_(0)
, disk_writes_(0)
, phases_(0)
{
if (buffer_rows < 3) {
throw std::invalid_argument("Buffer must have at least 3 rows for merging");
}
}
void MergeSorter::sort_file(const std::string& input_file, const std::string& output_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_++;
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::string final_run = current_dir + "0.dat";
std::filesystem::rename(final_run, output_file);
}
size_t MergeSorter::disk_reads()
{
return disk_reads_;
}
size_t MergeSorter::disk_writes()
{
return disk_writes_;
}
size_t MergeSorter::phases()
{
return phases_;
}