1 /* Copyright 2020 The TensorFlow Authors. All Rights Reserved. 2 3 Licensed under the Apache License, Version 2.0 (the "License"); 4 you may not use this file except in compliance with the License. 5 You may obtain a copy of the License at 6 7 http://www.apache.org/licenses/LICENSE-2.0 8 9 Unless required by applicable law or agreed to in writing, software 10 distributed under the License is distributed on an "AS IS" BASIS, 11 WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 12 See the License for the specific language governing permissions and 13 limitations under the License. 14 ==============================================================================*/ 15 16 #include "tensorflow_lite_support/cc/task/text/nlclassifier/bert_nl_classifier_c_api.h" 17 18 #include <memory> 19 20 #include "absl/strings/string_view.h" 21 #include "tensorflow_lite_support/cc/task/core/category.h" 22 #include "tensorflow_lite_support/cc/task/text/nlclassifier/bert_nl_classifier.h" 23 24 using CategoryCPP = ::tflite::task::core::Category; 25 using BertNLClassifierCPP = 26 ::tflite::task::text::nlclassifier::BertNLClassifier; 27 28 #ifdef __cplusplus 29 extern "C" { 30 #endif // __cplusplus 31 32 struct BertNLClassifier { 33 std::unique_ptr<BertNLClassifierCPP> impl; 34 }; 35 BertNLClassifierFromFile(const char * model_path)36BertNLClassifier* BertNLClassifierFromFile(const char* model_path) { 37 auto classifier_status = 38 BertNLClassifierCPP::CreateFromFile(std::string(model_path)); 39 if (classifier_status.ok()) { 40 return new BertNLClassifier{.impl = std::unique_ptr<BertNLClassifierCPP>( 41 dynamic_cast<BertNLClassifierCPP*>( 42 classifier_status.value().release()))}; 43 } else { 44 return nullptr; 45 } 46 } 47 BertNLClassifierClassify(const BertNLClassifier * classifier,const char * text)48Categories* BertNLClassifierClassify(const BertNLClassifier* classifier, 49 const char* text) { 50 std::vector<CategoryCPP> results = 51 classifier->impl->Classify(absl::string_view(text).data()); 52 size_t size = results.size(); 53 auto* categories = new Category[size]; 54 55 for (size_t i = 0; i < size; ++i) { 56 categories[i].text = strdup(results[i].class_name.c_str()); 57 categories[i].score = results[i].score; 58 } 59 60 auto* c_categories = new Categories; 61 c_categories->size = size; 62 c_categories->categories = categories; 63 return c_categories; 64 } 65 BertNLClassifierDelete(BertNLClassifier * classifier)66void BertNLClassifierDelete(BertNLClassifier* classifier) { delete classifier; } 67 68 #ifdef __cplusplus 69 } // extern "C" 70 #endif // __cplusplus 71