| // Copyright 2021 The Chromium OS Authors. All rights reserved. |
| // Use of this source code is governed by a BSD-style license that can be |
| // found in the LICENSE file. |
| |
| #include "ml/web_platform_handwriting_recognizer_impl.h" |
| |
| #include <utility> |
| #include <vector> |
| |
| #include <mojo/public/cpp/bindings/pending_receiver.h> |
| #include <mojo/public/cpp/bindings/receiver.h> |
| |
| #include "chrome/knowledge/handwriting/handwriting_interface.pb.h" |
| #include "ml/handwriting.h" |
| #include "ml/mojom/handwriting_recognizer.mojom.h" |
| #include "ml/mojom/web_platform_handwriting.mojom.h" |
| #include "ml/request_metrics.h" |
| #include "ml/web_platform_handwriting_proto_mojom_conversion.h" |
| |
| namespace ml { |
| |
| namespace { |
| |
| using ::chromeos::machine_learning::mojom::HandwritingRecognizerResult; |
| using ::chromeos::machine_learning::web_platform::mojom:: |
| HandwritingModelConstraintPtr; |
| using ::chromeos::machine_learning::web_platform::mojom:: |
| HandwritingPredictionPtr; |
| using ::chromeos::machine_learning::web_platform::mojom::HandwritingRecognizer; |
| |
| } // namespace |
| |
| bool WebPlatformHandwritingRecognizerImpl::Create( |
| HandwritingModelConstraintPtr constraint, |
| mojo::PendingReceiver<HandwritingRecognizer> receiver) { |
| auto recognizer_impl = new WebPlatformHandwritingRecognizerImpl( |
| std::move(constraint), std::move(receiver)); |
| |
| // Set the disconnection handler to strongly bind `recognizer_impl` to delete |
| // `recognizer_impl` when the connection is gone. |
| recognizer_impl->receiver_.set_disconnect_handler(base::Bind( |
| [](const WebPlatformHandwritingRecognizerImpl* const recognizer_impl) { |
| delete recognizer_impl; |
| }, |
| base::Unretained(recognizer_impl))); |
| |
| return recognizer_impl->successfully_loaded_; |
| } |
| |
| WebPlatformHandwritingRecognizerImpl::WebPlatformHandwritingRecognizerImpl( |
| HandwritingModelConstraintPtr constraint, |
| mojo::PendingReceiver<HandwritingRecognizer> receiver) |
| : library_(ml::HandwritingLibrary::GetInstance()), |
| receiver_(this, std::move(receiver)) { |
| DCHECK(library_->GetStatus() == ml::HandwritingLibrary::Status::kOk) |
| << "WebPlatformHandwritingRecognizerImpl should be created only if " |
| "HandwritingLibrary is initialized successfully."; |
| |
| recognizer_ = library_->CreateHandwritingRecognizer(); |
| |
| successfully_loaded_ = library_->LoadHandwritingRecognizer( |
| recognizer_, constraint->languages.front()); |
| } |
| |
| WebPlatformHandwritingRecognizerImpl::~WebPlatformHandwritingRecognizerImpl() { |
| library_->DestroyHandwritingRecognizer(recognizer_); |
| } |
| |
| void WebPlatformHandwritingRecognizerImpl::GetPrediction( |
| std::vector< |
| chromeos::machine_learning::web_platform::mojom::HandwritingStrokePtr> |
| strokes, |
| chromeos::machine_learning::web_platform::mojom::HandwritingHintsPtr hints, |
| GetPredictionCallback callback) { |
| RequestMetrics request_metrics("WebPlatformHandwritingModel", |
| "GetPrediction"); |
| request_metrics.StartRecordingPerformanceMetrics(); |
| |
| chrome_knowledge::HandwritingRecognizerResult result_proto; |
| |
| if (library_->RecognizeHandwriting( |
| recognizer_, |
| WebPlatformHandwritingStrokesAndHintsToProto(strokes, hints), |
| &result_proto)) { |
| // Recognition succeeded, run callback on the result. |
| auto predictions = |
| WebPlatformHandwritingPredictionsFromProto(strokes, result_proto); |
| if (predictions.has_value()) { |
| std::move(callback).Run(std::move(predictions)); |
| request_metrics.FinishRecordingPerformanceMetrics(); |
| request_metrics.RecordRequestEvent( |
| HandwritingRecognizerResult::Status::OK); |
| return; |
| } |
| } |
| // Recognition failed, run callback on empty result. |
| std::move(callback).Run(base::nullopt); |
| request_metrics.RecordRequestEvent( |
| HandwritingRecognizerResult::Status::ERROR); |
| } |
| |
| } // namespace ml |