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| // Copyright 2025 The ODML Authors. | |
| // | |
| // Licensed under the Apache License, Version 2.0 (the "License"); | |
| // you may not use this file except in compliance with the License. | |
| // You may obtain a copy of the License at | |
| // | |
| // http://www.apache.org/licenses/LICENSE-2.0 | |
| // | |
| // Unless required by applicable law or agreed to in writing, software | |
| // distributed under the License is distributed on an "AS IS" BASIS, | |
| // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | |
| // See the License for the specific language governing permissions and | |
| // limitations under the License. | |
| namespace litert::lm { | |
| namespace { | |
| constexpr size_t kMaxMagicSignatureLength = 8; | |
| } // namespace | |
| absl::StatusOr<FileFormat> GetFileFormatFromFileContents( | |
| absl::string_view contents) { | |
| absl::string_view header = contents.substr(0, kMaxMagicSignatureLength); | |
| if (absl::StrContains(header, "TFL3")) { | |
| return FileFormat::TFLITE; | |
| } else if (absl::StrContains(header, "PK")) { | |
| return FileFormat::TASK; | |
| } else if (absl::StartsWith(header, "LITERTLM")) { | |
| return FileFormat::LITERT_LM; | |
| } | |
| return absl::InvalidArgumentError("Unsupported or unknown file format."); | |
| } | |
| absl::StatusOr<FileFormat> GetFileFormatFromPath(absl::string_view model_path) { | |
| if (absl::EndsWith(model_path, ".tflite")) { | |
| return FileFormat::TFLITE; | |
| } else if (absl::EndsWith(model_path, ".task")) { | |
| return FileFormat::TASK; | |
| } else if (absl::EndsWith(model_path, ".litertlm")) { | |
| return FileFormat::LITERT_LM; | |
| } | |
| return absl::InvalidArgumentError("Unsupported or unknown file format."); | |
| } | |
| absl::StatusOr<FileFormat> GetFileFormat( | |
| absl::string_view model_path, std::shared_ptr<ScopedFile> scoped_file) { | |
| // Trust the extension of the file path, if it matches a known format. | |
| auto format_from_path = GetFileFormatFromPath(model_path); | |
| if (format_from_path.ok()) { | |
| return *format_from_path; | |
| } | |
| // Otherwise, inspect the file contents to determine the file format. | |
| if (scoped_file) { | |
| // Map the first few bytes of the file. | |
| ASSIGN_OR_RETURN(size_t file_size, // NOLINT | |
| ScopedFile::GetSize(scoped_file->file())); | |
| const uint64_t bytes_to_map = std::min(file_size, kMaxMagicSignatureLength); | |
| ASSIGN_OR_RETURN(auto mapped_file, // NOLINT | |
| MemoryMappedFile::Create(scoped_file->file(), /*offset=*/0, | |
| /*size=*/bytes_to_map)); | |
| absl::string_view header(reinterpret_cast<const char*>(mapped_file->data()), | |
| mapped_file->length()); | |
| ASSIGN_OR_RETURN(auto file_format, GetFileFormatFromFileContents(header)); | |
| return file_format; | |
| } | |
| return absl::InvalidArgumentError("Unsupported or unknown file format."); | |
| } | |
| absl::StatusOr<FileFormat> GetFileFormat(const ModelAssets& model_assets) { | |
| if (model_assets.HasMemoryMappedFile()) { | |
| auto mmfile = model_assets.GetMemoryMappedFile().value(); | |
| absl::string_view header( | |
| reinterpret_cast<const char*>(mmfile->data()), | |
| std::min((size_t)mmfile->length(), kMaxMagicSignatureLength)); | |
| return GetFileFormatFromFileContents(header); | |
| } | |
| return GetFileFormat(model_assets.GetPath().value_or(""), | |
| model_assets.GetScopedFile().value_or(nullptr)); | |
| } | |
| } // namespace litert::lm | |