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VectorSearch/lib_vector_search/src/bucket_finder.cpp
2024-03-23 12:22:53 +01:00

93 lines
2.6 KiB
C++

#include "bucket_finder.h"
#include <algorithm>
#include <iterator>
#include <mutex>
#include <string>
#include <thread>
#include <vector>
// class Bucket
void Bucket::insert(const WordList &word_list, size_t first_index,
size_t last_index) {
for (auto index = first_index; index < last_index; ++index) {
const auto &current_word = word_list[index];
directory_[current_word.front()].push_back(&current_word);
}
}
WordRefList Bucket::find_prefix(std::string_view search_term) const {
auto directory_it = directory_.find(search_term.front());
if (directory_it == directory_.cend()) {
return {};
}
WordRefList result;
for (const auto *word : directory_it->second) {
if (word->starts_with(search_term)) {
result.push_back(word);
}
}
return result;
}
// class BucketFinder
BucketFinder::BucketFinder(const WordList &word_list) { insert(word_list); }
void BucketFinder::insert(const WordList &word_list) {
if (word_list.empty()) {
return;
}
const size_t max_threads = std::thread::hardware_concurrency();
const size_t word_list_size = word_list.size();
const size_t bucket_count = std::min<size_t>(max_threads, word_list_size);
const size_t bucket_size = word_list_size / bucket_count;
buckets_.resize(bucket_count);
std::vector<std::thread> insert_threads;
for (auto bucket_index = 0; bucket_index < bucket_count; ++bucket_index) {
auto &thread_bucket = buckets_[bucket_index];
const bool is_last_bucket = bucket_index == bucket_count - 1;
const size_t first_word_index = bucket_index * bucket_size;
const size_t last_word_index =
is_last_bucket ? word_list_size : first_word_index + bucket_size;
insert_threads.emplace_back([&, first_word_index, last_word_index] {
thread_bucket.insert(word_list, first_word_index, last_word_index);
});
}
for (auto &thread : insert_threads) {
thread.join();
}
}
WordRefList BucketFinder::find_prefix(std::string_view search_term) const {
WordRefList search_results;
std::mutex search_results_mutex;
std::vector<std::thread> search_threads;
for (const auto &bucket : buckets_) {
search_threads.emplace_back([&] {
auto thread_search_results = bucket.find_prefix(search_term);
if (!thread_search_results.empty()) {
const std::lock_guard result_lock(search_results_mutex);
std::move(thread_search_results.begin(), thread_search_results.end(),
std::back_inserter(search_results));
}
});
}
for (auto &thread : search_threads) {
thread.join();
}
return search_results;
};