From 856e60864f5673840fd1b8634544cf0e44a201c8 Mon Sep 17 00:00:00 2001 From: Jelmer van der Linde Date: Tue, 4 Jul 2023 11:42:51 +0100 Subject: [PATCH 01/21] I don't want to have boost installed at runtime really Thinking about containers --- CMakeLists.txt | 1 + 1 file changed, 1 insertion(+) diff --git a/CMakeLists.txt b/CMakeLists.txt index 7c1df5b..9a63256 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -18,6 +18,7 @@ if (NOT CMAKE_BUILD_TYPE) endif() # We need boost +set(Boost_USE_STATIC_LIBS ON) find_package(Boost 1.41.0 REQUIRED COMPONENTS program_options unit_test_framework From 422d153138057f861f6640e6afd6394b2abd1fe7 Mon Sep 17 00:00:00 2001 From: Jelmer van der Linde Date: Tue, 4 Jul 2023 13:12:45 +0100 Subject: [PATCH 02/21] Make a docker image Convert it to singularity using `singularity pull ./docalign.sif docker-archive:docalign.img` --- .dockerignore | 2 ++ CMakeLists.txt | 5 ++++- Dockerfile | 19 +++++++++++++++++++ 3 files changed, 25 insertions(+), 1 deletion(-) create mode 100644 .dockerignore create mode 100644 Dockerfile diff --git a/.dockerignore b/.dockerignore new file mode 100644 index 0000000..4f5dc33 --- /dev/null +++ b/.dockerignore @@ -0,0 +1,2 @@ +/data +/build diff --git a/CMakeLists.txt b/CMakeLists.txt index 9a63256..4b98912 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -10,6 +10,10 @@ set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wall") set(CMAKE_CXX_FLAGS_RELEASE "-Ofast") set(CMAKE_CXX_FLAGS_DEBUG "-Wextra -g") +# Lazy mode: get me a static binary for at least the essentials +set(Boost_USE_STATIC_LIBS ON) +set(ZLIB_USE_STATIC_LIBS ON) + # Compile all executables into bin/ set(EXECUTABLE_OUTPUT_PATH ${PROJECT_BINARY_DIR}/bin) @@ -18,7 +22,6 @@ if (NOT CMAKE_BUILD_TYPE) endif() # We need boost -set(Boost_USE_STATIC_LIBS ON) find_package(Boost 1.41.0 REQUIRED COMPONENTS program_options unit_test_framework diff --git a/Dockerfile b/Dockerfile new file mode 100644 index 0000000..5554063 --- /dev/null +++ b/Dockerfile @@ -0,0 +1,19 @@ +FROM ubuntu:latest as builder +RUN apt-get update \ + && apt-get install -y \ + libboost-program-options-dev \ + libboost-test-dev \ + libicu-dev \ + zlib1g-dev \ + cmake \ + build-essential + +COPY . /root/ + +RUN mkdir /root/build \ + && cd /root/build \ + && cmake .. -DCMAKE_BUILD_TYPE=RelWithDebInfo \ + && make -j docalign docjoin + +FROM ubuntu:latest as runner +COPY --from=builder /root/build/bin/* /usr/local/bin/ From f908f615e46f7a67ffe1e46b7bd4a9bd861d2ab4 Mon Sep 17 00:00:00 2001 From: Jelmer van der Linde Date: Tue, 4 Jul 2023 13:20:57 +0100 Subject: [PATCH 03/21] Getting rid of the header Paracrawl & docjoin compatibility --- docalign.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docalign.cpp b/docalign.cpp index e3d4907..22dd8d2 100644 --- a/docalign.cpp +++ b/docalign.cpp @@ -445,7 +445,7 @@ int main(int argc, char *argv[]) size_t document_cnt = min(in_document_cnt, en_document_cnt); // Print output header - cout << "mt_doc_aligner_score\tidx_translated\tidx_trg" << endl; + //cout << "mt_doc_aligner_score\tidx_translated\tidx_trg" << endl; // For each pair (with score, sorted from good to bad) for (DocumentPair const &pair : scored_pairs) { From 97808adf98604f93ec0c347b6ab175feac1ec9a7 Mon Sep 17 00:00:00 2001 From: Jelmer van der Linde Date: Wed, 5 Jul 2023 15:24:08 +0100 Subject: [PATCH 04/21] Read subset of all ngrams per iteration, then scan to count them Still inefficient because the batch will be filled with singletons, but memory usage is much more predictable --- docalign.cpp | 174 ++++++++++++++++++++++++++++++--------------------- 1 file changed, 103 insertions(+), 71 deletions(-) diff --git a/docalign.cpp b/docalign.cpp index 22dd8d2..933bb34 100644 --- a/docalign.cpp +++ b/docalign.cpp @@ -45,7 +45,7 @@ template vector start(unsigned int n_threads, T fun) { vector threads; threads.reserve(n_threads); for (unsigned int n = 0; n < n_threads; ++n) - threads.push_back(thread(fun)); + threads.push_back(thread(fun, n)); return threads; } @@ -108,13 +108,89 @@ size_t queue_lines(std::string const &path, blocking_queue &df, std::string const &path, size_t ngram_size, size_t min_ngram_count, size_t batch_size = 1 << 24) +{ + using SeenCount = std::array; + + util::FilePiece fin(path.c_str()); + auto line_it = fin.begin(); + + size_t batch = 0; + size_t offset = 0; + size_t line_count = 0; // Will be known after first loop + + do { + std::unordered_map batch_df; + + // Read all the ngrams that occur in our batch + for (;line_it != fin.end() && batch_df.size() < batch_size; ++line_it, ++offset) { + Document document; + ReadDocument(*line_it, document, ngram_size); + for (auto const &entry : document.vocab) { + // Skip ngrams we've already counted for now + if (df.find(entry.first) != df.end()) + continue; + + batch_df.emplace(std::make_pair(entry.first, SeenCount{0})); + } + } + + std::cerr << "Batch " << batch << ": read " << offset << " documents " << batch_df.size() << " ngrams" << std::endl; + + // Read all of the data to count how often these ngrams occur in it + blocking_queue>> queue(kCountingThreads * QUEUE_SIZE_PER_THREAD); + std::vector workers(start(kCountingThreads, [&queue, &batch_df, ngram_size](size_t thread_id) { + while (true) { + unique_ptr> line_batch(queue.pop()); + + if (!line_batch) + break; + + for (Line const &line : *line_batch) { + Document document; + ReadDocument(line.str, document, ngram_size); + for (auto const &entry : document.vocab) { + auto it = batch_df.find(entry.first); + if (it != batch_df.end()) + it->second[thread_id] += 1; + } + } + } + })); + + line_count = queue_lines(path, queue); + stop(queue, workers); + + // Merge the entries that occur more than min_ngram_size times in the + // entire dataset. + for (auto &&entry : batch_df) { + size_t ngram_count = 0; + + for (auto &&count : entry.second) + ngram_count += count; + + if (ngram_count > min_ngram_count) + df[entry.first] = ngram_count; + } + + std::cerr << "Batch " << batch << ": " + << " (" << 100.0f * offset / line_count << "%)" + << std::endl; + + } while (line_it != fin.end()); + + return offset; +} + int main(int argc, char *argv[]) { unsigned int n_threads = thread::hardware_concurrency(); float threshold = 0.1; - size_t df_sample_rate = 1; + size_t batch_size = 20000000; size_t ngram_size = 2; @@ -133,8 +209,8 @@ int main(int argc, char *argv[]) po::options_description generic_desc("Additional options"); generic_desc.add_options() ("help", "produce help message") - ("df-sample-rate", po::value(&df_sample_rate), "set sample rate to every n-th document (default: 1)") ("ngram_size,n", po::value(&ngram_size), "ngram size (default: 2)") + ("batch_size,b", po::value(&batch_size), "batch size (default: 20_000_000)") ("jobs,j", po::value(&n_threads), "set number of threads (default: all)") ("threshold", po::value(&threshold), "set score threshold (default: 0.1)") ("min_count", po::value(&min_ngram_cnt), "minimal number of documents an ngram can appear in to be included in DF (default: 2)") @@ -167,8 +243,6 @@ int main(int argc, char *argv[]) return 1; } - unsigned int n_sample_threads = n_threads; - unsigned int n_load_threads = n_threads; // Note: I've tried many heuristics for the number of reading threads, but @@ -187,77 +261,35 @@ int main(int argc, char *argv[]) unordered_set max_ngram_pruned; size_t in_document_cnt, en_document_cnt, document_cnt; - { - mutex df_mutex; - blocking_queue>> queue(n_sample_threads * QUEUE_SIZE_PER_THREAD); - vector workers(start(n_sample_threads, [&queue, &df, &df_mutex, &ngram_size, &df_sample_rate]() { - unordered_map local_df; - - while (true) { - unique_ptr> line_batch(queue.pop()); - - if (!line_batch) - break; - - for (Line const &line : *line_batch) { - Document document; - ReadDocument(line.str, document, ngram_size); - for (auto const &entry : document.vocab) - local_df[entry.first] += 1; // Count once every document - } - } - - // Merge the local DF into the global one. Multiply by df_sample_rate - // to compensate for reading only nth part of the whole collection. - { - unique_lock lock(df_mutex); - for (auto const &entry : local_df) - df[entry.first] += entry.second * df_sample_rate; - } - })); - - // We'll use in_document_cnt later to reserve some space for the documents - // we want to keep in memory. (Also this line is the whole reason the - // worker management + reading isn't wrapped in a single function: I - // want to re-use the same workers for two files.) - en_document_cnt = queue_lines(vm["english-tokens"].as(), queue, df_sample_rate); - in_document_cnt = queue_lines(vm["translated-tokens"].as(), queue, df_sample_rate); - document_cnt = in_document_cnt + en_document_cnt; - - stop(queue, workers); - - if (verbose) - cerr << "Calculated DF from " << document_cnt / df_sample_rate << " documents" << endl; - - if (verbose) - cerr << "DF queue performance:\n" << queue.performance(); - } + // We'll use in_document_cnt later to reserve some space for the documents + // we want to keep in memory. + en_document_cnt = compute_df(df, vm["english-tokens"].as(), ngram_size, min_ngram_cnt, batch_size); + in_document_cnt = compute_df(df, vm["translated-tokens"].as(), ngram_size, min_ngram_cnt, batch_size); + document_cnt = in_document_cnt + en_document_cnt; // Prune the DF table, similar to what the Python implementation does. Note // that these counts are linked to sample-rate already, so if you have a // sample rate of higher than 1, your min_ngram_count should also be a // multiple of sample rate + 1. - { - unordered_map pruned_df; - for (auto const &entry : df) { - if (entry.second < min_ngram_cnt) - continue; - - if (entry.second > max_ngram_cnt) { - max_ngram_pruned.insert(entry.first); - continue; - } + size_t old_size = df.size(); - pruned_df[entry.first] = entry.second; + for (auto it = df.begin(); it != df.end();) { + if (it->second < min_ngram_cnt) { + it = df.erase(it); } + else if (it->second > max_ngram_cnt) { + max_ngram_pruned.insert(it->first); + it = df.erase(it); + } else { + // Keep it. + ++it; + } + } - if (verbose) { - cerr << "Pruned " << df.size() - pruned_df.size() << " (" << 100.0 - 100.0 * pruned_df.size() / df.size() - << "%) entries from DF" << endl; - cerr << "Very frequent ngram set is now " << max_ngram_pruned.size() << " long." << endl; - } - - swap(df, pruned_df); + if (verbose) { + cerr << "Pruned " << old_size - df.size() << " (" << 100.0 - 100.0 * df.size() / old_size << "%) entries from DF\n" + << "Very frequent ngram set is now " << max_ngram_pruned.size() << " long." + << endl; } // Read translated documents & pre-calculate TF/DF for each of these documents @@ -267,7 +299,7 @@ int main(int argc, char *argv[]) mutex ref_index_mutex; blocking_queue>> queue(n_load_threads * QUEUE_SIZE_PER_THREAD); - vector workers(start(n_load_threads, [&queue, &ref_index, &ref_index_mutex, &df, &max_ngram_pruned, &document_cnt, &ngram_size]() { + vector workers(start(n_load_threads, [&queue, &ref_index, &ref_index_mutex, &df, &max_ngram_pruned, &document_cnt, &ngram_size](size_t) { unordered_map> local_ref_index; while (true) { @@ -335,7 +367,7 @@ int main(int argc, char *argv[]) blocking_queue>> score_queue(n_score_threads * QUEUE_SIZE_PER_THREAD); - vector read_workers(start(n_read_threads, [&read_queue, &score_queue, &document_cnt, &df, &max_ngram_pruned, &ngram_size]() { + vector read_workers(start(n_read_threads, [&read_queue, &score_queue, &document_cnt, &df, &max_ngram_pruned, &ngram_size](size_t) { while (true) { unique_ptr> line_batch(read_queue.pop()); @@ -382,7 +414,7 @@ int main(int argc, char *argv[]) cout << "mt_doc_aligner_score\tidx_translated\tidx_trg" << endl; } - vector score_workers(start(n_score_threads, [&score_queue, &ref_index, &threshold, &mark_score]() { + vector score_workers(start(n_score_threads, [&score_queue, &ref_index, &threshold, &mark_score](size_t) { while (true) { unique_ptr> doc_ref_batch(score_queue.pop()); From 2f50f5affb4f41e526b6d254baffd0ab19199a5c Mon Sep 17 00:00:00 2001 From: Jelmer van der Linde Date: Wed, 5 Jul 2023 15:49:08 +0100 Subject: [PATCH 05/21] Report number of new ngrams --- docalign.cpp | 14 ++++++++++++-- 1 file changed, 12 insertions(+), 2 deletions(-) diff --git a/docalign.cpp b/docalign.cpp index 933bb34..b8328fe 100644 --- a/docalign.cpp +++ b/docalign.cpp @@ -163,6 +163,8 @@ size_t compute_df(std::unordered_map &df, std::string const &path, line_count = queue_lines(path, queue); stop(queue, workers); + size_t new_ngrams = 0; + // Merge the entries that occur more than min_ngram_size times in the // entire dataset. for (auto &&entry : batch_df) { @@ -171,11 +173,19 @@ size_t compute_df(std::unordered_map &df, std::string const &path, for (auto &&count : entry.second) ngram_count += count; - if (ngram_count > min_ngram_count) - df[entry.first] = ngram_count; + if (ngram_count > min_ngram_count) { + auto it = df.find(entry.first); + if (it != df.end()) { + UTIL_THROW_IF2(it->second != ngram_count, "ngram count doesnt match on recount"); + } else { + df[entry.first] = ngram_count; + ++new_ngrams; + } + } } std::cerr << "Batch " << batch << ": " + << new_ngrams << " new ngrams (" << (100.0f * new_ngrams / batch_df.size()) << "% of counted ngrams this batch)" << " (" << 100.0f * offset / line_count << "%)" << std::endl; From a5a41d6773bbcd487892c686240c185d5cef0b94 Mon Sep 17 00:00:00 2001 From: Jelmer van der Linde Date: Wed, 5 Jul 2023 15:49:24 +0100 Subject: [PATCH 06/21] Default to about 8-9gb of memory usage --- docalign.cpp | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docalign.cpp b/docalign.cpp index b8328fe..849241a 100644 --- a/docalign.cpp +++ b/docalign.cpp @@ -200,7 +200,7 @@ int main(int argc, char *argv[]) float threshold = 0.1; - size_t batch_size = 20000000; + size_t batch_size = 50000000; size_t ngram_size = 2; @@ -220,7 +220,7 @@ int main(int argc, char *argv[]) generic_desc.add_options() ("help", "produce help message") ("ngram_size,n", po::value(&ngram_size), "ngram size (default: 2)") - ("batch_size,b", po::value(&batch_size), "batch size (default: 20_000_000)") + ("batch_size,b", po::value(&batch_size), "batch size (default: 50_000_000)") ("jobs,j", po::value(&n_threads), "set number of threads (default: all)") ("threshold", po::value(&threshold), "set score threshold (default: 0.1)") ("min_count", po::value(&min_ngram_cnt), "minimal number of documents an ngram can appear in to be included in DF (default: 2)") From 4ba261c3cbab097e298df393def1c87ff9bdc210 Mon Sep 17 00:00:00 2001 From: Jelmer van der Linde Date: Thu, 6 Jul 2023 15:44:04 +0100 Subject: [PATCH 07/21] Only count from offset onward --- docalign.cpp | 23 ++++++++++++++--------- 1 file changed, 14 insertions(+), 9 deletions(-) diff --git a/docalign.cpp b/docalign.cpp index 849241a..b04f08d 100644 --- a/docalign.cpp +++ b/docalign.cpp @@ -75,22 +75,27 @@ void print_score(float score, size_t left_id, size_t right_id) << '\n'; } -size_t queue_lines(util::FilePiece &fin, blocking_queue>> &queue, size_t skip_rate = 1) +size_t queue_lines(util::FilePiece &fin, blocking_queue>> &queue, size_t offset = 0) { size_t document_count = 0; auto it = fin.begin(); + // Skip ahead to offset + while (document_count < offset && it != fin.end()) { + ++document_count; + ++it; + } + while (it != fin.end()) { unique_ptr> line_batch(new vector()); line_batch->reserve(BATCH_SIZE); for (size_t i = 0; i < BATCH_SIZE; ++i) { - if (document_count++ % skip_rate == 0) - line_batch->push_back({ - .str = string(it->data(), it->size()), - .n = document_count - }); + line_batch->push_back({ + .str = string(it->data(), it->size()), + .n = ++document_count + }); if (++it == fin.end()) break; @@ -129,11 +134,11 @@ size_t compute_df(std::unordered_map &df, std::string const &path, Document document; ReadDocument(*line_it, document, ngram_size); for (auto const &entry : document.vocab) { - // Skip ngrams we've already counted for now + // Skip ngrams we've already counted if (df.find(entry.first) != df.end()) continue; - batch_df.emplace(std::make_pair(entry.first, SeenCount{0})); + batch_df[entry.first][0] += 1; } } @@ -160,7 +165,7 @@ size_t compute_df(std::unordered_map &df, std::string const &path, } })); - line_count = queue_lines(path, queue); + line_count = queue_lines(path, queue, offset); stop(queue, workers); size_t new_ngrams = 0; From 8bc296894356c76be2ffe113c3c52b6d737fd10c Mon Sep 17 00:00:00 2001 From: Jelmer van der Linde Date: Thu, 6 Jul 2023 16:08:59 +0100 Subject: [PATCH 08/21] We can single-read here just as efficiently And it technically safes one read-through --- docalign.cpp | 46 +++++++++++++++++++++++----------------------- 1 file changed, 23 insertions(+), 23 deletions(-) diff --git a/docalign.cpp b/docalign.cpp index b04f08d..c6b0ce2 100644 --- a/docalign.cpp +++ b/docalign.cpp @@ -75,29 +75,23 @@ void print_score(float score, size_t left_id, size_t right_id) << '\n'; } -size_t queue_lines(util::FilePiece &fin, blocking_queue>> &queue, size_t offset = 0) +size_t queue_lines(util::LineIterator it, util::LineIterator end, blocking_queue>> &queue, size_t skip_rate = 1) { size_t document_count = 0; - auto it = fin.begin(); - - // Skip ahead to offset - while (document_count < offset && it != fin.end()) { - ++document_count; - ++it; - } - - while (it != fin.end()) { + while (it != end) { unique_ptr> line_batch(new vector()); line_batch->reserve(BATCH_SIZE); for (size_t i = 0; i < BATCH_SIZE; ++i) { - line_batch->push_back({ - .str = string(it->data(), it->size()), - .n = ++document_count - }); + if (document_count++ % skip_rate == 0) { + line_batch->push_back({ + .str = string(it->data(), it->size()), + .n = document_count + }); + } - if (++it == fin.end()) + if (++it == end) break; } @@ -110,7 +104,7 @@ size_t queue_lines(util::FilePiece &fin, blocking_queue> size_t queue_lines(std::string const &path, blocking_queue>> &queue, size_t skip_rate = 1) { util::FilePiece fin(path.c_str()); - return queue_lines(fin, queue, skip_rate); + return queue_lines(fin.begin(), fin.end(), queue, skip_rate); } constexpr size_t kCountingThreads = 16; @@ -119,14 +113,21 @@ size_t compute_df(std::unordered_map &df, std::string const &path, { using SeenCount = std::array; - util::FilePiece fin(path.c_str()); - auto line_it = fin.begin(); - size_t batch = 0; size_t offset = 0; size_t line_count = 0; // Will be known after first loop do { + // Re-open file again + // TODO: Ideally we could seek backwards or mark a restore point to resume + // decompressing from `offset`. That would be cool. + util::FilePiece fin(path.c_str()); + auto line_it = fin.begin(); + + // Advance till offset again + for (size_t i = 0; i < offset; ++i) + ++line_it; + std::unordered_map batch_df; // Read all the ngrams that occur in our batch @@ -146,7 +147,7 @@ size_t compute_df(std::unordered_map &df, std::string const &path, // Read all of the data to count how often these ngrams occur in it blocking_queue>> queue(kCountingThreads * QUEUE_SIZE_PER_THREAD); - std::vector workers(start(kCountingThreads, [&queue, &batch_df, ngram_size](size_t thread_id) { + std::vector workers(start(kCountingThreads, [&](size_t thread_id) { while (true) { unique_ptr> line_batch(queue.pop()); @@ -165,7 +166,7 @@ size_t compute_df(std::unordered_map &df, std::string const &path, } })); - line_count = queue_lines(path, queue, offset); + line_count = offset + queue_lines(line_it, fin.end(), queue); stop(queue, workers); size_t new_ngrams = 0; @@ -193,8 +194,7 @@ size_t compute_df(std::unordered_map &df, std::string const &path, << new_ngrams << " new ngrams (" << (100.0f * new_ngrams / batch_df.size()) << "% of counted ngrams this batch)" << " (" << 100.0f * offset / line_count << "%)" << std::endl; - - } while (line_it != fin.end()); + } while (offset < line_count); return offset; } From 04f77da45223c358b8ba133c62e010cc3cb36131 Mon Sep 17 00:00:00 2001 From: Jelmer van der Linde Date: Thu, 6 Jul 2023 17:09:17 +0100 Subject: [PATCH 09/21] Fix information printed --- docalign.cpp | 19 +++++++++---------- 1 file changed, 9 insertions(+), 10 deletions(-) diff --git a/docalign.cpp b/docalign.cpp index c6b0ce2..80360bc 100644 --- a/docalign.cpp +++ b/docalign.cpp @@ -129,6 +129,7 @@ size_t compute_df(std::unordered_map &df, std::string const &path, ++line_it; std::unordered_map batch_df; + size_t old_offset = offset; // Read all the ngrams that occur in our batch for (;line_it != fin.end() && batch_df.size() < batch_size; ++line_it, ++offset) { @@ -143,7 +144,7 @@ size_t compute_df(std::unordered_map &df, std::string const &path, } } - std::cerr << "Batch " << batch << ": read " << offset << " documents " << batch_df.size() << " ngrams" << std::endl; + std::cerr << "Batch " << batch << ": read " << (offset - old_offset) << " documents with " << batch_df.size() << " unique ngrams" << std::endl; // Read all of the data to count how often these ngrams occur in it blocking_queue>> queue(kCountingThreads * QUEUE_SIZE_PER_THREAD); @@ -176,24 +177,22 @@ size_t compute_df(std::unordered_map &df, std::string const &path, for (auto &&entry : batch_df) { size_t ngram_count = 0; + // Sum counts of for (auto &&count : entry.second) ngram_count += count; if (ngram_count > min_ngram_count) { - auto it = df.find(entry.first); - if (it != df.end()) { - UTIL_THROW_IF2(it->second != ngram_count, "ngram count doesnt match on recount"); - } else { - df[entry.first] = ngram_count; - ++new_ngrams; - } + df[entry.first] = ngram_count; + ++new_ngrams; } } std::cerr << "Batch " << batch << ": " - << new_ngrams << " new ngrams (" << (100.0f * new_ngrams / batch_df.size()) << "% of counted ngrams this batch)" - << " (" << 100.0f * offset / line_count << "%)" + << new_ngrams << " new ngrams added to df (" << (100.0f * new_ngrams / batch_df.size()) << "% of counted ngrams this batch)" + << " (read " << offset << " / " << line_count << " documents: " + << 100.0f * offset / line_count << "%)" << std::endl; + ++batch; } while (offset < line_count); return offset; From 45f292afe8d3fa81d84caa26ced95f3f4cca186b Mon Sep 17 00:00:00 2001 From: Jelmer van der Linde Date: Thu, 6 Jul 2023 17:42:00 +0100 Subject: [PATCH 10/21] Per thread array for counting I suspect that all threads accessing the same `std::array`, even when accessing different indices, were maybe causing cache synchronisation delays. --- docalign.cpp | 38 +++++++++++++++++++++++++++----------- 1 file changed, 27 insertions(+), 11 deletions(-) diff --git a/docalign.cpp b/docalign.cpp index 80360bc..98ea2de 100644 --- a/docalign.cpp +++ b/docalign.cpp @@ -109,10 +109,8 @@ size_t queue_lines(std::string const &path, blocking_queue &df, std::string const &path, size_t ngram_size, size_t min_ngram_count, size_t batch_size = 1 << 24) +size_t compute_df(std::unordered_map &df, std::string const &path, size_t ngram_size, size_t min_ngram_count, uint32_t batch_size = 1 << 24) { - using SeenCount = std::array; - size_t batch = 0; size_t offset = 0; size_t line_count = 0; // Will be known after first loop @@ -128,9 +126,14 @@ size_t compute_df(std::unordered_map &df, std::string const &path, for (size_t i = 0; i < offset; ++i) ++line_it; - std::unordered_map batch_df; size_t old_offset = offset; + // ngrams we look at this batch, storing an index into the counter arrays + std::unordered_map batch_df; + + // Per thread, we count the number of documents we see a certain entry in + std::array,kCountingThreads> counters{}; + // Read all the ngrams that occur in our batch for (;line_it != fin.end() && batch_df.size() < batch_size; ++line_it, ++offset) { Document document; @@ -140,13 +143,26 @@ size_t compute_df(std::unordered_map &df, std::string const &path, if (df.find(entry.first) != df.end()) continue; - batch_df[entry.first][0] += 1; + auto it = batch_df.find(entry.first); + if (it == batch_df.end()) { + batch_df[entry.first] = counters[0].size(); + counters[0].push_back(1); + } else { + counters[0][it->second] += 1; + } } } std::cerr << "Batch " << batch << ": read " << (offset - old_offset) << " documents with " << batch_df.size() << " unique ngrams" << std::endl; // Read all of the data to count how often these ngrams occur in it + + // Allocate the rest of the counters for all of the counting threads + // (thread 0 just continues counting in the first one) + UTIL_THROW_IF2(counters[0].size() != batch_df.size(), "batch_df is not the same size as the counter array"); + for (size_t i = 1; i < kCountingThreads; ++i) + counters[i].resize(counters[0].size(), 0); + blocking_queue>> queue(kCountingThreads * QUEUE_SIZE_PER_THREAD); std::vector workers(start(kCountingThreads, [&](size_t thread_id) { while (true) { @@ -161,7 +177,7 @@ size_t compute_df(std::unordered_map &df, std::string const &path, for (auto const &entry : document.vocab) { auto it = batch_df.find(entry.first); if (it != batch_df.end()) - it->second[thread_id] += 1; + counters[thread_id][it->second] += 1; } } } @@ -174,15 +190,15 @@ size_t compute_df(std::unordered_map &df, std::string const &path, // Merge the entries that occur more than min_ngram_size times in the // entire dataset. - for (auto &&entry : batch_df) { + for (auto it = batch_df.begin(); it != batch_df.end(); ++it) { size_t ngram_count = 0; - // Sum counts of - for (auto &&count : entry.second) - ngram_count += count; + // Sum counts of all the counting threads + for (size_t i = 0; i < kCountingThreads; ++i) + ngram_count += counters[i][it->second]; if (ngram_count > min_ngram_count) { - df[entry.first] = ngram_count; + df[it->first] = ngram_count; ++new_ngrams; } } From 1e9376f6cd5121a51ed0bd3b2deb55300df18cc5 Mon Sep 17 00:00:00 2001 From: Jelmer van der Linde Date: Fri, 7 Jul 2023 12:19:37 +0100 Subject: [PATCH 11/21] `a < b` == `b >= a` that should explain the miniscule differences I saw --- docalign.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docalign.cpp b/docalign.cpp index 98ea2de..331f7d2 100644 --- a/docalign.cpp +++ b/docalign.cpp @@ -197,7 +197,7 @@ size_t compute_df(std::unordered_map &df, std::string const &path, for (size_t i = 0; i < kCountingThreads; ++i) ngram_count += counters[i][it->second]; - if (ngram_count > min_ngram_count) { + if (ngram_count >= min_ngram_count) { df[it->first] = ngram_count; ++new_ngrams; } From 7113e4716e8aa2c676c4365699b9f99484ba6942 Mon Sep 17 00:00:00 2001 From: Jelmer van der Linde Date: Tue, 3 Oct 2023 15:14:26 +0100 Subject: [PATCH 12/21] Remove `skip_rate` --- docalign.cpp | 18 ++++++++---------- 1 file changed, 8 insertions(+), 10 deletions(-) diff --git a/docalign.cpp b/docalign.cpp index 331f7d2..79128e0 100644 --- a/docalign.cpp +++ b/docalign.cpp @@ -63,7 +63,7 @@ template void stop(blocking_queue> &queue, vector>> &queue, size_t skip_rate = 1) +size_t queue_lines(util::LineIterator it, util::LineIterator end, blocking_queue>> &queue) { size_t document_count = 0; @@ -84,12 +84,10 @@ size_t queue_lines(util::LineIterator it, util::LineIterator end, blocking_queue line_batch->reserve(BATCH_SIZE); for (size_t i = 0; i < BATCH_SIZE; ++i) { - if (document_count++ % skip_rate == 0) { - line_batch->push_back({ - .str = string(it->data(), it->size()), - .n = document_count - }); - } + line_batch->push_back({ + .str = string(it->data(), it->size()), + .n = document_count + }); if (++it == end) break; @@ -101,10 +99,10 @@ size_t queue_lines(util::LineIterator it, util::LineIterator end, blocking_queue return document_count; } -size_t queue_lines(std::string const &path, blocking_queue>> &queue, size_t skip_rate = 1) +size_t queue_lines(std::string const &path, blocking_queue>> &queue) { util::FilePiece fin(path.c_str()); - return queue_lines(fin.begin(), fin.end(), queue, skip_rate); + return queue_lines(fin.begin(), fin.end(), queue); } constexpr size_t kCountingThreads = 16; From 0abd7b9cbf8aba4d1c33e4b6052ab6c0407d2a90 Mon Sep 17 00:00:00 2001 From: Jelmer van der Linde Date: Tue, 3 Oct 2023 15:14:51 +0100 Subject: [PATCH 13/21] `move` -> `std::move` --- docalign.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docalign.cpp b/docalign.cpp index 79128e0..4bae395 100644 --- a/docalign.cpp +++ b/docalign.cpp @@ -368,7 +368,7 @@ int main(int argc, char *argv[]) dest.reserve(dest.size() + entry.second.size()); - move(entry.second.begin(), entry.second.end(), back_inserter(dest)); + std::move(entry.second.begin(), entry.second.end(), back_inserter(dest)); } } })); From bcc3ffb1fe4f2b6ac4588697019f3be30b2d19ef Mon Sep 17 00:00:00 2001 From: Jelmer van der Linde Date: Tue, 3 Oct 2023 15:19:01 +0100 Subject: [PATCH 14/21] Indentation consitency --- docalign.cpp | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/docalign.cpp b/docalign.cpp index 4bae395..f030912 100644 --- a/docalign.cpp +++ b/docalign.cpp @@ -69,10 +69,10 @@ ostream &operator<<(ostream &out, queue_performance const &performance) { void print_score(float score, size_t left_id, size_t right_id) { cout << fixed << setprecision(5) - << score - << '\t' << left_id - << '\t' << right_id - << '\n'; + << score + << '\t' << left_id + << '\t' << right_id + << '\n'; } size_t queue_lines(util::LineIterator it, util::LineIterator end, blocking_queue>> &queue) @@ -266,8 +266,8 @@ int main(int argc, char *argv[]) if (vm.count("help") || !vm.count("translated-tokens") || !vm.count("english-tokens")) { cout << "Usage: " << argv[0] - << " TRANSLATED-TOKENS ENGLISH-TOKENS\n\n" - << generic_desc << endl; + << " TRANSLATED-TOKENS ENGLISH-TOKENS\n\n" + << generic_desc << std::endl; return 1; } @@ -524,7 +524,7 @@ int main(int argc, char *argv[]) if (verbose) cerr << "Read queue performance (Note: blocks when score queue fills up):\n" << read_queue.performance() - << "Score queue performance:\n" << score_queue.performance(); + << "Score queue performance:\n" << score_queue.performance(); } return 0; From 1ef3ca1d01b5fad8416389fd0fb7dc3459327435 Mon Sep 17 00:00:00 2001 From: Jelmer van der Linde Date: Tue, 3 Oct 2023 15:19:11 +0100 Subject: [PATCH 15/21] Always print the header --- docalign.cpp | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/docalign.cpp b/docalign.cpp index f030912..98145c1 100644 --- a/docalign.cpp +++ b/docalign.cpp @@ -437,9 +437,6 @@ int main(int argc, char *argv[]) unique_lock lock(mark_score_mutex); print_score(score, in_ref, en_ref); }; - - // Print output header - cout << "mt_doc_aligner_score\tidx_translated\tidx_trg" << endl; } vector score_workers(start(n_score_threads, [&score_queue, &ref_index, &threshold, &mark_score](size_t) { @@ -470,6 +467,9 @@ int main(int argc, char *argv[]) } })); + // Print output header + cout << "mt_doc_aligner_score\tidx_translated\tidx_trg" << endl; + size_t read_cnt = queue_lines(vm["english-tokens"].as(), read_queue); UTIL_THROW_IF(read_cnt != en_document_cnt, util::Exception, "Line count changed" From cb49865ed8e61a8bddf1d963a181968648e94a09 Mon Sep 17 00:00:00 2001 From: Jelmer van der Linde Date: Tue, 3 Oct 2023 16:08:00 +0100 Subject: [PATCH 16/21] Add tests --- .github/workflows/build.yaml | 36 ++++++++++++++++++++++++++++++++++++ CMakeLists.txt | 11 ++++------- tests/CMakeLists.txt | 3 +++ 3 files changed, 43 insertions(+), 7 deletions(-) create mode 100644 .github/workflows/build.yaml create mode 100644 tests/CMakeLists.txt diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml new file mode 100644 index 0000000..7136168 --- /dev/null +++ b/.github/workflows/build.yaml @@ -0,0 +1,36 @@ +on: + push: + +jobs: + build: + runs-on: ubuntu-latest + steps: + - name: checkout + uses: actions/checkout@v2 + with: + submodules: recursive + - name: install dependencies + run: |- + sudo apt-get update + sudo apt-get install -y libboost-program-options-dev \ + libboost-test-dev \ + libicu-dev \ + zlib1g-dev \ + cmake \ + build-essential + - name: cmake + run: |- + mkdir -p build + cd build + cmake -L .. \ + -DCMAKE_BUILD_TYPE=RelWithDebInfo \ + -DCOMPILE_TESTS=On + - name: build + working-directory: build + run: make -j2 + - name: run unit tests + working-directory: build + run: make test + - name: run end-to-end tests + working-directory: build + run: "true" # todo diff --git a/CMakeLists.txt b/CMakeLists.txt index 4b98912..2eb8d3b 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -52,7 +52,6 @@ include_directories(${PREPROCESS_PATH}) # find *.h and *.cpp files file(GLOB dalign_cpp_headers ${CMAKE_CURRENT_SOURCE_DIR}/src/*.h) file(GLOB dalign_cpp_cpp ${CMAKE_CURRENT_SOURCE_DIR}/src/*.cpp) -file(GLOB dalign_tests ${CMAKE_CURRENT_SOURCE_DIR}/tests/*.cpp) # Tool to score alignment between two sets of documents in the same language. add_executable(docalign docalign.cpp ${dalign_cpp_headers} ${dalign_cpp_cpp}) @@ -69,10 +68,8 @@ install(TARGETS docjoin docalign LIBRARY DESTINATION ${CMAKE_LIBRARY_BINDIR} ) -if (BUILD_TESTING) - add_executable(ngram_test tests/ngram_test.cpp ${dalign_cpp_headers} ${dalign_cpp_cpp}) - target_compile_definitions(ngram_test PRIVATE "BOOST_TEST_DYN_LINK=1") - target_link_libraries(ngram_test ${Boost_UNIT_TEST_FRAMEWORK_LIBRARY} preprocess_util) - add_test(NAME ngram_test COMMAND ngram_test) -endif (BUILD_TESTING) +option(COMPILE_TESTS "Compile tests" OFF) +if (COMPILE_TESTS) + add_subdirectory(tests) +endif (COMPILE_TESTS) diff --git a/tests/CMakeLists.txt b/tests/CMakeLists.txt new file mode 100644 index 0000000..ce12476 --- /dev/null +++ b/tests/CMakeLists.txt @@ -0,0 +1,3 @@ +add_executable(ngram_test ngram_test.cpp ${dalign_cpp_headers} ${dalign_cpp_cpp}) +target_link_libraries(ngram_test ${Boost_UNIT_TEST_FRAMEWORK_LIBRARY} preprocess_util) +add_test(NAME ngram_test COMMAND ngram_test) \ No newline at end of file From 593325a86c584910b44a547f4a05f37567a4c2b1 Mon Sep 17 00:00:00 2001 From: Jelmer van der Linde Date: Tue, 3 Oct 2023 17:46:37 +0100 Subject: [PATCH 17/21] Add simple end-to-end run --- .github/workflows/build.yaml | 4 ++-- .gitignore | 3 ++- tests/docalign/ref.gz | Bin 0 -> 172431 bytes tests/docalign/ref.txt | 24 ++++++++++++++++++++++++ tests/docalign/run.sh | 4 ++++ tests/docalign/trg.gz | Bin 0 -> 415214 bytes 6 files changed, 32 insertions(+), 3 deletions(-) create mode 100644 tests/docalign/ref.gz create mode 100644 tests/docalign/ref.txt create mode 100755 tests/docalign/run.sh create mode 100644 tests/docalign/trg.gz diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml index 7136168..0649d5d 100644 --- a/.github/workflows/build.yaml +++ b/.github/workflows/build.yaml @@ -32,5 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+mt_doc_aligner_score idx_translated idx_trg +0.39602 22 52 +0.36868 23 53 +0.30551 15 43 +0.30326 14 46 +0.26187 11 42 +0.23885 20 50 +0.23683 16 45 +0.23335 33 47 +0.22548 19 49 +0.20710 12 44 +0.20182 17 48 +0.18125 21 51 +0.15493 25 60 +0.14018 31 68 +0.13380 8 66 +0.12575 38 56 +0.12398 41 61 +0.12073 18 64 +0.11697 60 22 +0.11691 7 57 +0.11311 32 65 +0.10935 34 69 +0.10410 64 72 diff --git a/tests/docalign/run.sh b/tests/docalign/run.sh new file mode 100755 index 0000000..f3f43be --- /dev/null +++ b/tests/docalign/run.sh @@ -0,0 +1,4 @@ +#!/bin/sh +set -euo pipefail +docalign trg.gz ref.gz > out.txt +diff out.txt ref.txt diff --git a/tests/docalign/trg.gz b/tests/docalign/trg.gz new file mode 100644 index 0000000000000000000000000000000000000000..ea8500b1ff92977b6f3298aea60bc0bf90087d01 GIT binary patch literal 415214 zcmb@sRZJZW@aB!X6{mPPxVyW%7k77u;_eQ`-J!S_cR0Aa>p_d_LH7M8-`$tp?8PQ? z@nkM1GnqWU8PZq;1b=ZN3#cz^ZwrV^e_5{|vZ+^}A6b?d%Ok~jP~Q}O{8oS*Mnm9K 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z1H)$6t|#Q9=MLv+KX^U$n*Q77>ZC86By?l1=U4nHZq5sEmpNwJQugMy{=ViQ$J|i} zPLhc=3t{5HkW-;IPWIOdm*^3oZaS!R*2q<#WDF4Hcoeg`FMoo^DW=D!^8_;=9i!$8 zuJgIGCx6;JaEze;?IwZWY*iz@(y4QYxZ+*T!ETM&dYNZRthRX93N(%V@%;~p39DVo zzmp4l+-g?vxpQX&OszRX@@qQw&Hsk&s+wniYWPJNgF)*~#3)TS(kutBRfOdyo1az8 zS(MITSbqG`V=mY5efqhX&B=FTc8%;De8I>1+OPPBD*ycFifpDU?h@beUJ!eUb)sh& z*On6VjCBO>w$k>j#`P}6%<=vH*I?=JdHIgJa;fgh3oy=~tW#>>XOI4vbte`6>V-b% zlkUQDeFB*g#XGIv%Up0>9W-{=3nLvE;J|oq Date: Tue, 3 Oct 2023 17:47:23 +0100 Subject: [PATCH 18/21] Fix document_count not updating --- docalign.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docalign.cpp b/docalign.cpp index 98145c1..cc9d2d4 100644 --- a/docalign.cpp +++ b/docalign.cpp @@ -86,7 +86,7 @@ size_t queue_lines(util::LineIterator it, util::LineIterator end, blocking_queue for (size_t i = 0; i < BATCH_SIZE; ++i) { line_batch->push_back({ .str = string(it->data(), it->size()), - .n = document_count + .n = ++document_count }); if (++it == end) From 4c1fedb164c636cf14553e497ec92e184bf88f71 Mon Sep 17 00:00:00 2001 From: Jelmer van der Linde Date: Tue, 3 Oct 2023 17:52:32 +0100 Subject: [PATCH 19/21] `sh` =/= `bash` --- tests/docalign/run.sh | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/docalign/run.sh b/tests/docalign/run.sh index f3f43be..6c938fa 100755 --- a/tests/docalign/run.sh +++ b/tests/docalign/run.sh @@ -1,4 +1,4 @@ -#!/bin/sh +#!/bin/bash set -euo pipefail docalign trg.gz ref.gz > out.txt diff out.txt ref.txt From 0095280de47b0e6a05bc4cd159fe6dd66e23ce3f Mon Sep 17 00:00:00 2001 From: Jelmer van der Linde Date: Tue, 3 Oct 2023 17:55:01 +0100 Subject: [PATCH 20/21] :grin: --- .github/workflows/build.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml index 0649d5d..b66955d 100644 --- a/.github/workflows/build.yaml +++ b/.github/workflows/build.yaml @@ -33,4 +33,4 @@ jobs: run: make test - name: run end-to-end tests working-directory: tests/docalign - run: PATH=../../build:$PATH ./run.sh + run: PATH=../../build/bin:$PATH ./run.sh From 45823111fa3457a3ce5dcda867a831f433bf85ba Mon Sep 17 00:00:00 2001 From: Jelmer van der Linde Date: Tue, 3 Oct 2023 18:19:21 +0100 Subject: [PATCH 21/21] Less strict diff we're dealing with floats :* --- .github/workflows/build.yaml | 4 +++- tests/docalign/diff.py | 38 ++++++++++++++++++++++++++++++++++++ tests/docalign/run.sh | 3 ++- 3 files changed, 43 insertions(+), 2 deletions(-) create mode 100755 tests/docalign/diff.py diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml index b66955d..a5b8e80 100644 --- a/.github/workflows/build.yaml +++ b/.github/workflows/build.yaml @@ -12,7 +12,9 @@ jobs: - name: install dependencies run: |- sudo apt-get update - sudo apt-get install -y libboost-program-options-dev \ + sudo apt-get install -y \ + python3 \ + libboost-program-options-dev \ libboost-test-dev \ libicu-dev \ zlib1g-dev \ diff --git a/tests/docalign/diff.py b/tests/docalign/diff.py new file mode 100755 index 0000000..7614af7 --- /dev/null +++ b/tests/docalign/diff.py @@ -0,0 +1,38 @@ +#!/usr/bin/env python3 +import sys +import math + +max_diff = float(sys.argv[1]) + +has_diff = False + +with open(sys.argv[2], 'r') as file1, open(sys.argv[3], 'r') as file2: + for n, (line1, line2) in enumerate(zip(file1, file2)): + is_diff = False + + if n == 0: # header + is_diff |= line1 != line2 + else: + cols1 = line1.split() + cols2 = line2.split() + + # Diff score + is_diff |= math.fabs(float(cols1[0]) - float(cols2[0])) > max_diff + + # Diff translated index + is_diff |= cols1[1] != cols2[1] + + # Diff ref index + is_diff |= cols1[2] != cols2[2] + + if is_diff: + sys.stderr.write(f"--- Line {n} ---\n") + sys.stderr.write("< ") + sys.stderr.write(line1) + sys.stderr.write("> ") + sys.stderr.write(line2) + + has_diff |= is_diff + + if has_diff: + sys.exit(1) \ No newline at end of file diff --git a/tests/docalign/run.sh b/tests/docalign/run.sh index 6c938fa..7da4ef4 100755 --- a/tests/docalign/run.sh +++ b/tests/docalign/run.sh @@ -1,4 +1,5 @@ #!/bin/bash set -euo pipefail + docalign trg.gz ref.gz > out.txt -diff out.txt ref.txt +./diff.py 0.01 out.txt ref.txt