#include "lm/binary_format.hh" #include "lm/lm_exception.hh" #include "util/file.hh" #include "util/file_piece.hh" #include #include #include #include #include #include namespace lm { namespace ngram { const char *kModelNames[6] = {"probing hash tables", "probing hash tables with rest costs", "trie", "trie with quantization", "trie with array-compressed pointers", "trie with quantization and array-compressed pointers"}; namespace { const char kMagicBeforeVersion[] = "mmap lm http://kheafield.com/code format version"; const char kMagicBytes[] = "mmap lm http://kheafield.com/code format version 5\n\0"; // This must be shorter than kMagicBytes and indicates an incomplete binary file (i.e. build failed). const char kMagicIncomplete[] = "mmap lm http://kheafield.com/code incomplete\n"; const long int kMagicVersion = 5; // Old binary files built on 32-bit machines have this header. // TODO: eliminate with next binary release. struct OldSanity { char magic[sizeof(kMagicBytes)]; float zero_f, one_f, minus_half_f; WordIndex one_word_index, max_word_index; uint64_t one_uint64; void SetToReference() { std::memset(this, 0, sizeof(OldSanity)); std::memcpy(magic, kMagicBytes, sizeof(magic)); zero_f = 0.0; one_f = 1.0; minus_half_f = -0.5; one_word_index = 1; max_word_index = std::numeric_limits::max(); one_uint64 = 1; } }; // Test values aligned to 8 bytes. struct Sanity { char magic[ALIGN8(sizeof(kMagicBytes))]; float zero_f, one_f, minus_half_f; WordIndex one_word_index, max_word_index, padding_to_8; uint64_t one_uint64; void SetToReference() { std::memset(this, 0, sizeof(Sanity)); std::memcpy(magic, kMagicBytes, sizeof(kMagicBytes)); zero_f = 0.0; one_f = 1.0; minus_half_f = -0.5; one_word_index = 1; max_word_index = std::numeric_limits::max(); padding_to_8 = 0; one_uint64 = 1; } }; std::size_t TotalHeaderSize(unsigned char order) { return ALIGN8(sizeof(Sanity) + sizeof(FixedWidthParameters) + sizeof(uint64_t) * order); } void WriteHeader(void *to, const Parameters ¶ms) { Sanity header = Sanity(); header.SetToReference(); std::memcpy(to, &header, sizeof(Sanity)); char *out = reinterpret_cast(to) + sizeof(Sanity); *reinterpret_cast(out) = params.fixed; out += sizeof(FixedWidthParameters); uint64_t *counts = reinterpret_cast(out); for (std::size_t i = 0; i < params.counts.size(); ++i) { counts[i] = params.counts[i]; } } } // namespace bool IsBinaryFormat(int fd) { const uint64_t size = util::SizeFile(fd); if (size == util::kBadSize || (size <= static_cast(sizeof(Sanity)))) return false; // Try reading the header. util::scoped_memory memory; try { util::MapRead(util::LAZY, fd, 0, sizeof(Sanity), memory); } catch (const util::Exception &e) { return false; } Sanity reference_header = Sanity(); reference_header.SetToReference(); if (!std::memcmp(memory.get(), &reference_header, sizeof(Sanity))) return true; if (!std::memcmp(memory.get(), kMagicIncomplete, strlen(kMagicIncomplete))) { UTIL_THROW(FormatLoadException, "This binary file did not finish building"); } if (!std::memcmp(memory.get(), kMagicBeforeVersion, strlen(kMagicBeforeVersion))) { char *end_ptr; const char *begin_version = static_cast(memory.get()) + strlen(kMagicBeforeVersion); long int version = std::strtol(begin_version, &end_ptr, 10); if ((end_ptr != begin_version) && version != kMagicVersion) { UTIL_THROW(FormatLoadException, "Binary file has version " << version << " but this implementation expects version " << kMagicVersion << " so you'll have to use the ARPA to rebuild your binary"); } OldSanity old_sanity = OldSanity(); old_sanity.SetToReference(); UTIL_THROW_IF(!std::memcmp(memory.get(), &old_sanity, sizeof(OldSanity)), FormatLoadException, "Looks like this is an old 32-bit format. The old 32-bit format has been removed so that 64-bit and 32-bit files are exchangeable."); UTIL_THROW(FormatLoadException, "File looks like it should be loaded with mmap, but the test values don't match. Try rebuilding the binary format LM using the same code revision, compiler, and architecture"); } return false; } void ReadHeader(int fd, Parameters &out) { util::SeekOrThrow(fd, sizeof(Sanity)); util::ReadOrThrow(fd, &out.fixed, sizeof(out.fixed)); if (out.fixed.probing_multiplier < 1.0) UTIL_THROW(FormatLoadException, "Binary format claims to have a probing multiplier of " << out.fixed.probing_multiplier << " which is < 1.0."); out.counts.resize(static_cast(out.fixed.order)); if (out.fixed.order) util::ReadOrThrow(fd, &*out.counts.begin(), sizeof(uint64_t) * out.fixed.order); } void MatchCheck(ModelType model_type, unsigned int search_version, const Parameters ¶ms) { if (params.fixed.model_type != model_type) { if (static_cast(params.fixed.model_type) >= (sizeof(kModelNames) / sizeof(const char *))) UTIL_THROW(FormatLoadException, "The binary file claims to be model type " << static_cast(params.fixed.model_type) << " but this is not implemented for in this inference code."); UTIL_THROW(FormatLoadException, "The binary file was built for " << kModelNames[params.fixed.model_type] << " but the inference code is trying to load " << kModelNames[model_type]); } UTIL_THROW_IF(search_version != params.fixed.search_version, FormatLoadException, "The binary file has " << kModelNames[params.fixed.model_type] << " version " << params.fixed.search_version << " but this code expects " << kModelNames[params.fixed.model_type] << " version " << search_version); } const std::size_t kInvalidSize = static_cast(-1); BinaryFormat::BinaryFormat(const Config &config) : write_method_(config.write_method), write_mmap_(config.write_mmap), load_method_(config.load_method), header_size_(kInvalidSize), vocab_size_(kInvalidSize), vocab_string_offset_(kInvalidOffset) {} void BinaryFormat::InitializeBinary(int fd, ModelType model_type, unsigned int search_version, Parameters ¶ms) { file_.reset(fd); write_mmap_ = NULL; // Ignore write requests; this is already in binary format. ReadHeader(fd, params); MatchCheck(model_type, search_version, params); header_size_ = TotalHeaderSize(params.counts.size()); } void BinaryFormat::ReadForConfig(void *to, std::size_t amount, uint64_t offset_excluding_header) const { assert(header_size_ != kInvalidSize); util::ErsatzPRead(file_.get(), to, amount, offset_excluding_header + header_size_); } void *BinaryFormat::LoadBinary(std::size_t size) { assert(header_size_ != kInvalidSize); const uint64_t file_size = util::SizeFile(file_.get()); // The header is smaller than a page, so we have to map the whole header as well. uint64_t total_map = static_cast(header_size_) + static_cast(size); UTIL_THROW_IF(file_size != util::kBadSize && file_size < total_map, FormatLoadException, "Binary file has size " << file_size << " but the headers say it should be at least " << total_map); util::MapRead(load_method_, file_.get(), 0, util::CheckOverflow(total_map), mapping_); vocab_string_offset_ = total_map; return reinterpret_cast(mapping_.get()) + header_size_; } void *BinaryFormat::SetupJustVocab(std::size_t memory_size, uint8_t order) { vocab_size_ = memory_size; if (!write_mmap_) { header_size_ = 0; util::MapAnonymous(memory_size, memory_vocab_); util::AdviseHugePages(memory_vocab_.get(), memory_size); return reinterpret_cast(memory_vocab_.get()); } header_size_ = TotalHeaderSize(order); std::size_t total = util::CheckOverflow(static_cast(header_size_) + static_cast(memory_size)); file_.reset(util::CreateOrThrow(write_mmap_)); // some gccs complain about uninitialized variables even though all enum values are covered. void *vocab_base = NULL; switch (write_method_) { case Config::WRITE_MMAP: mapping_.reset(util::MapZeroedWrite(file_.get(), total), total, util::scoped_memory::MMAP_ALLOCATED); vocab_base = mapping_.get(); break; case Config::WRITE_AFTER: util::ResizeOrThrow(file_.get(), 0); util::MapAnonymous(total, memory_vocab_); vocab_base = memory_vocab_.get(); break; } strncpy(reinterpret_cast(vocab_base), kMagicIncomplete, header_size_); util::AdviseHugePages(vocab_base, total); return reinterpret_cast(vocab_base) + header_size_; } void *BinaryFormat::GrowForSearch(std::size_t memory_size, std::size_t vocab_pad, void *&vocab_base) { assert(vocab_size_ != kInvalidSize); vocab_pad_ = vocab_pad; std::size_t new_size = header_size_ + vocab_size_ + vocab_pad_ + memory_size; vocab_string_offset_ = new_size; if (!write_mmap_ || write_method_ == Config::WRITE_AFTER) { util::MapAnonymous(memory_size, memory_search_); assert(header_size_ == 0 || write_mmap_); vocab_base = reinterpret_cast(memory_vocab_.get()) + header_size_; util::AdviseHugePages(memory_search_.get(), memory_size); return reinterpret_cast(memory_search_.get()); } assert(write_method_ == Config::WRITE_MMAP); // Also known as total size without vocab words. // Grow the file to accomodate the search, using zeros. // According to man mmap, behavior is undefined when the file is resized // underneath a mmap that is not a multiple of the page size. So to be // safe, we'll unmap it and map it again. mapping_.reset(); util::ResizeOrThrow(file_.get(), new_size); void *ret; MapFile(vocab_base, ret); util::AdviseHugePages(ret, new_size); return ret; } void BinaryFormat::WriteVocabWords(const std::string &buffer, void *&vocab_base, void *&search_base) { // Checking Config's include_vocab is the responsibility of the caller. assert(header_size_ != kInvalidSize && vocab_size_ != kInvalidSize); if (!write_mmap_) { // Unchanged base. vocab_base = reinterpret_cast(memory_vocab_.get()); search_base = reinterpret_cast(memory_search_.get()); return; } if (write_method_ == Config::WRITE_MMAP) { mapping_.reset(); } util::SeekOrThrow(file_.get(), VocabStringReadingOffset()); util::WriteOrThrow(file_.get(), &buffer[0], buffer.size()); if (write_method_ == Config::WRITE_MMAP) { MapFile(vocab_base, search_base); } else { vocab_base = reinterpret_cast(memory_vocab_.get()) + header_size_; search_base = reinterpret_cast(memory_search_.get()); } } void BinaryFormat::FinishFile(const Config &config, ModelType model_type, unsigned int search_version, const std::vector &counts) { if (!write_mmap_) return; switch (write_method_) { case Config::WRITE_MMAP: util::SyncOrThrow(mapping_.get(), mapping_.size()); break; case Config::WRITE_AFTER: util::SeekOrThrow(file_.get(), 0); util::WriteOrThrow(file_.get(), memory_vocab_.get(), memory_vocab_.size()); util::SeekOrThrow(file_.get(), header_size_ + vocab_size_ + vocab_pad_); util::WriteOrThrow(file_.get(), memory_search_.get(), memory_search_.size()); util::FSyncOrThrow(file_.get()); break; } // header and vocab share the same mmap. Parameters params = Parameters(); memset(¶ms, 0, sizeof(Parameters)); params.counts = counts; params.fixed.order = counts.size(); params.fixed.probing_multiplier = config.probing_multiplier; params.fixed.model_type = model_type; params.fixed.has_vocabulary = config.include_vocab; params.fixed.search_version = search_version; switch (write_method_) { case Config::WRITE_MMAP: WriteHeader(mapping_.get(), params); util::SyncOrThrow(mapping_.get(), mapping_.size()); break; case Config::WRITE_AFTER: { std::vector buffer(TotalHeaderSize(counts.size())); WriteHeader(&buffer[0], params); util::SeekOrThrow(file_.get(), 0); util::WriteOrThrow(file_.get(), &buffer[0], buffer.size()); } break; } } void BinaryFormat::MapFile(void *&vocab_base, void *&search_base) { mapping_.reset(util::MapOrThrow(vocab_string_offset_, true, util::kFileFlags, false, file_.get()), vocab_string_offset_, util::scoped_memory::MMAP_ALLOCATED); vocab_base = reinterpret_cast(mapping_.get()) + header_size_; search_base = reinterpret_cast(mapping_.get()) + header_size_ + vocab_size_ + vocab_pad_; } bool RecognizeBinary(const char *file, ModelType &recognized) { util::scoped_fd fd(util::OpenReadOrThrow(file)); if (!IsBinaryFormat(fd.get())) { return false; } Parameters params; ReadHeader(fd.get(), params); recognized = params.fixed.model_type; return true; } } // namespace ngram } // namespace lm