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VectorSearch/lib_vector_search/src/bucket_finder.cpp
2024-03-21 20:56:48 +01:00

85 lines
2.2 KiB
C++

#include "bucket_finder.h"
#include <mutex>
#include <strings.h>
#include <thread>
void Bucket::insert(const WordList &word_list, size_t first_index,
size_t last_index) {
for (size_t index = first_index; index < last_index; ++index) {
const auto &current_word = word_list[index];
groups_[current_word.front()].push_back(&current_word);
}
}
WordRefList Bucket::find_prefix(std::string_view search_term) const {
auto group_it = groups_.find(search_term.front());
if (group_it == groups_.cend()) {
return {};
}
WordRefList result;
for (const auto *word : group_it->second) {
if (word->starts_with(search_term)) {
result.push_back(word);
}
}
return result;
}
BucketFinder::BucketFinder(const WordList &word_list) {
if (word_list.empty()) {
return;
}
const size_t word_list_size = word_list.size();
const size_t bucket_count =
std::min<size_t>(std::thread::hardware_concurrency(), word_list_size);
const size_t bucket_size = word_list_size / bucket_count;
buckets_.resize(bucket_count);
std::vector<std::thread> threads;
for (auto bucket_index = 0; bucket_index < bucket_count; ++bucket_index) {
auto &bucket = buckets_[bucket_index];
bool is_last_bucket = bucket_index == bucket_count - 1;
const size_t first_index = bucket_index * bucket_size;
const size_t last_index =
is_last_bucket ? word_list_size : first_index + bucket_size;
threads.emplace_back([&, first_index, last_index] {
bucket.insert(word_list, first_index, last_index);
});
}
for (auto &thread : 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> threads;
for (const auto &bucket : buckets_) {
threads.emplace_back([&] {
auto thread_search_results = bucket.find_prefix(search_term);
if (!thread_search_results.empty()) {
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 : threads) {
thread.join();
}
return search_results;
};