add ppocr

.gitattributes

@@ -2,6 +2,13 @@
 *.pdf filter=lfs diff=lfs merge=lfs -text
 pdfs/**/*.json filter=lfs diff=lfs merge=lfs -text
 pdfs/**/*.txt filter=lfs diff=lfs merge=lfs -text
+# ppocr 
+*.pdopt filter=lfs diff=lfs merge=lfs -text
+*.pdparams filter=lfs diff=lfs merge=lfs -text
+*.pdiparams filter=lfs diff=lfs merge=lfs -text
+*.pdmodel filter=lfs diff=lfs merge=lfs -text
+*.states filter=lfs diff=lfs merge=lfs -text
+*.info filter=lfs diff=lfs merge=lfs -text
 *.arrow filter=lfs diff=lfs merge=lfs -text
 *.bin filter=lfs diff=lfs merge=lfs -text
 *.bz2 filter=lfs diff=lfs merge=lfs -text

.gitignore

@@ -31,4 +31,5 @@ daciling_pre.json
 daciling_zh.txt
 *.aac
 bt.jpeg
-*log.txt
+*log.txt
+paddleocr.egg-info/

PaddleOCR_ali1k_det_rec_300epoch_standalone/.gitattributes

@@ -0,0 +1,57 @@
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.so filter=lfs diff=lfs merge=lfs -text
+*.so.[0-9] filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+*.mp3 filter=lfs diff=lfs merge=lfs -text
+*.wav filter=lfs diff=lfs merge=lfs -text
+*.jpg filter=lfs diff=lfs merge=lfs -text
+*.png filter=lfs diff=lfs merge=lfs -text
+*.webp filter=lfs diff=lfs merge=lfs -text
+*.mp4 filter=lfs diff=lfs merge=lfs -text
+*.db filter=lfs diff=lfs merge=lfs -text
+# ppocr 
+*.pdopt filter=lfs diff=lfs merge=lfs -text
+*.pdparams filter=lfs diff=lfs merge=lfs -text
+*.pdiparams filter=lfs diff=lfs merge=lfs -text
+*.pdmodel filter=lfs diff=lfs merge=lfs -text
+*.states filter=lfs diff=lfs merge=lfs -text
+*.info filter=lfs diff=lfs merge=lfs -text
+# font
+*.ttf filter=lfs diff=lfs merge=lfs -text
+*.ttc filter=lfs diff=lfs merge=lfs -text
+
+

PaddleOCR_ali1k_det_rec_300epoch_standalone/.gitignore

@@ -0,0 +1,47 @@
+# node_modules
+# __pycache__
+# flagged
+# exported
+# package-lock.json
+# package.json
+# output.mp4
+# #config.json
+
+# ######### PaddleOCR_ali1k_det_rec_300epoch  begin ########################
+
+# # Byte-compiled / optimized / DLL files
+# __pycache__/
+# .ipynb_checkpoints/
+# *.py[cod]
+# *$py.class
+
+# # C extensions
+# # *.so
+
+# # inference/
+# inference_results/
+# # output/
+# # train_data/
+# log/
+# *.DS_Store
+# *.vs
+# *.user
+# *~
+# *.vscode
+# *.idea
+
+# # *.log
+# .clang-format
+# .clang_format.hook
+
+# build/
+# dist/
+# paddleocr.egg-info/
+# /deploy/android_demo/app/OpenCV/
+# /deploy/android_demo/app/PaddleLite/
+# /deploy/android_demo/app/.cxx/
+# /deploy/android_demo/app/cache/
+# test_tipc/web/models/
+# test_tipc/web/node_modules/
+
+# ######### PaddleOCR_ali1k_det_rec_300epoch  end   ########################

PaddleOCR_ali1k_det_rec_300epoch_standalone/README.md

@@ -0,0 +1,289 @@
+English | [简体中文](README_ch.md)
+
+see 深入理解神经网络：从逻辑回归到CNN.md -> PaddleOCR_ali1k_det_rec_300epoch
+
+Illegal instruction 错误
+
+It can be fixed by PR , We skip SelfAttentionFusePass on non-avx512 platform
+
+pip uninstall paddlepaddle
+
+pip install paddlepaddle==2.4.2
+
+pip install -r requirements.txt
+
+python tools/infer/predict_rec.py --image_dir=train_data/rec/test/1_crop_5.jpg --rec_model_dir=output/rec_model/Student --rec_char_dict_path=train_data/keys.txt
+
+PaddleOCR_ali1k_det_rec_300epoch.7z
+
+
+```
+source activate PP && \
+pip uninstall opencv-python && \
+pip install opencv-python==4.6.0.66 && \
+pip install pyyaml
+
+cp autodl-tmp/train_data.zip . && \
+unzip train_data.zip -d PaddleOCR
+
+# 空间不够用软链接
+ln -s /root/autodl-tmp/train_data /root/PaddleOCR/train_data
+
+cd PPOCRLabel && \
+python gen_ocr_train_val_test.py
+
+# 训练
+source activate PP && \
+python tools/train.py -c configs/rec/PP-OCRv3/ch_PP-OCRv3_rec_distillation.yml
+
+# 继续上一次训练(epoch 接着上一次的断点开始)
+source activate PP && \
+python tools/train.py -c configs/rec/PP-OCRv3/ch_PP-OCRv3_rec_distillation.yml -o Global.checkpoints=output/rec_ppocr_v3_distillation/best_accuracy
+
+# 微调 (epoch 从一开始)
+source activate PP && \
+python tools/train.py -c configs/rec/PP-OCRv3/ch_PP-OCRv3_rec_distillation.yml -o Global.pretrained_model=output/rec_ppocr_v3_distillation/best_accuracy
+
+# 导出模型
+python tools/export_model.py -c configs/rec/PP-OCRv3/ch_PP-OCRv3_rec_distillation.yml -o Global.checkpoints=output/rec_ppocr_v3_distillation/best_accuracy Global.save_inference_dir=output/model
+
+# 推断
+python tools/infer/predict_rec.py --image_dir=train_data/rec/test/1_crop_0.jpg --rec_model_dir=output/model/Student --rec_char_dict_path=train_data/keys.txt
+	# train_data/keys.txt 是自已生成的自定义词典，训练的时侯也要指定这个词典
+```
+
+
+<p align="center">
+ <img src="./doc/PaddleOCR_log.png" align="middle" width = "600"/>
+<p align="center">
+<p align="left">
+    <a href="./LICENSE"><img src="https://img.shields.io/badge/license-Apache%202-dfd.svg"></a>
+    <a href="https://github.com/PaddlePaddle/PaddleOCR/releases"><img src="https://img.shields.io/github/v/release/PaddlePaddle/PaddleOCR?color=ffa"></a>
+    <a href=""><img src="https://img.shields.io/badge/python-3.7+-aff.svg"></a>
+    <a href=""><img src="https://img.shields.io/badge/os-linux%2C%20win%2C%20mac-pink.svg"></a>
+    <a href=""><img src="https://img.shields.io/pypi/format/PaddleOCR?color=c77"></a>
+    <a href="https://pypi.org/project/PaddleOCR/"><img src="https://img.shields.io/pypi/dm/PaddleOCR?color=9cf"></a>
+    <a href="https://github.com/PaddlePaddle/PaddleOCR/stargazers"><img src="https://img.shields.io/github/stars/PaddlePaddle/PaddleOCR?color=ccf"></a>
+</p>
+
+## Introduction
+
+PaddleOCR aims to create multilingual, awesome, leading, and practical OCR tools that help users train better models and apply them into practice.
+
+<div align="center">
+    <img src="./doc/imgs_results/PP-OCRv3/en/en_4.png" width="800">
+</div>
+
+<div align="center">
+    <img src="./doc/imgs_results/ch_ppocr_mobile_v2.0/00006737.jpg" width="800">
+</div>
+
+## 📣 Recent updates
+- **🔥2022.8.24 Release PaddleOCR [release/2.6](https://github.com/PaddlePaddle/PaddleOCR/tree/release/2.6)**
+  - Release [PP-Structurev2](./ppstructure/)，with functions and performance fully upgraded, adapted to Chinese scenes, and new support for [Layout Recovery](./ppstructure/recovery) and **one line command to convert PDF to Word**;
+  - [Layout Analysis](./ppstructure/layout) optimization: model storage reduced by 95%, while speed increased by 11 times, and the average CPU time-cost is only 41ms;
+  - [Table Recognition](./ppstructure/table) optimization: 3 optimization strategies are designed, and the model accuracy is improved by 6% under comparable time consumption;
+  - [Key Information Extraction](./ppstructure/kie) optimization：a visual-independent model structure is designed, the accuracy of semantic entity recognition is increased by 2.8%, and the accuracy of relation extraction is increased by 9.1%.
+- **🔥2022.8 Release [OCR scene application collection](./applications/README_en.md)**
+    - Release **9 vertical models** such as digital tube, LCD screen, license plate, handwriting recognition model, high-precision SVTR model, etc, covering the main OCR vertical applications in general, manufacturing, finance, and transportation industries.
+- **2022.8 Add implementation of [8 cutting-edge algorithms](doc/doc_en/algorithm_overview_en.md)**
+  - Text Detection: [FCENet](doc/doc_en/algorithm_det_fcenet_en.md), [DB++](doc/doc_en/algorithm_det_db_en.md)
+  - Text Recognition: [ViTSTR](doc/doc_en/algorithm_rec_vitstr_en.md), [ABINet](doc/doc_en/algorithm_rec_abinet_en.md), [VisionLAN](doc/doc_en/algorithm_rec_visionlan_en.md), [SPIN](doc/doc_en/algorithm_rec_spin_en.md), [RobustScanner](doc/doc_en/algorithm_rec_robustscanner_en.md)
+  - Table Recognition: [TableMaster](doc/doc_en/algorithm_table_master_en.md)
+- **2022.5.9 Release PaddleOCR [release/2.5](https://github.com/PaddlePaddle/PaddleOCR/tree/release/2.5)**
+    - Release [PP-OCRv3](./doc/doc_en/ppocr_introduction_en.md#pp-ocrv3): With comparable speed, the effect of Chinese scene is further improved by 5% compared with PP-OCRv2, the effect of English scene is improved by 11%, and the average recognition accuracy of 80 language multilingual models is improved by more than 5%.
+    - Release [PPOCRLabelv2](./PPOCRLabel): Add the annotation function for table recognition task, key information extraction task and irregular text image.
+    - Release interactive e-book [*"Dive into OCR"*](./doc/doc_en/ocr_book_en.md), covers the cutting-edge theory and code practice of OCR full stack technology.
+- [more](./doc/doc_en/update_en.md)
+
+
+## 🌟 Features
+
+PaddleOCR support a variety of cutting-edge algorithms related to OCR, and developed industrial featured models/solution [PP-OCR](./doc/doc_en/ppocr_introduction_en.md) and [PP-Structure](./ppstructure/README.md) on this basis, and get through the whole process of data production, model training, compression, inference and deployment.
+
+<div align="center">
+    <img src="https://user-images.githubusercontent.com/25809855/186171245-40abc4d7-904f-4949-ade1-250f86ed3a90.png">
+</div>
+
+> It is recommended to start with the “quick experience” in the document tutorial
+
+
+## ⚡ Quick Experience
+
+- Web online experience for the ultra-lightweight OCR: [Online Experience](https://www.paddlepaddle.org.cn/hub/scene/ocr)
+- Mobile DEMO experience (based on EasyEdge and Paddle-Lite, supports iOS and Android systems): [Sign in to the website to obtain the QR code for  installing the App](https://ai.baidu.com/easyedge/app/openSource?from=paddlelite)
+- One line of code quick use: [Quick Start](./doc/doc_en/quickstart_en.md)
+
+
+<a name="book"></a>
+## 📚 E-book: *Dive Into OCR*
+- [Dive Into OCR ](./doc/doc_en/ocr_book_en.md)
+
+<a name="Community"></a>
+## 👫 Community
+
+- For international developers, we regard [PaddleOCR Discussions](https://github.com/PaddlePaddle/PaddleOCR/discussions) as our international community platform. All ideas and questions can be discussed here in English.
+
+- For Chinese develops, Scan the QR code below with your Wechat, you can join the official technical discussion group. For richer community content, please refer to [中文README](README_ch.md), looking forward to your participation.
+
+<div align="center">
+<img src="https://raw.githubusercontent.com/PaddlePaddle/PaddleOCR/dygraph/doc/joinus.PNG"  width = "150" height = "150" />
+</div>
+
+<a name="Supported-Chinese-model-list"></a>
+
+## 🛠️ PP-OCR Series Model List（Update on September 8th）
+
+| Model introduction                                           | Model name                   | Recommended scene | Detection model                                              | Direction classifier                                         | Recognition model                                            |
+| ------------------------------------------------------------ | ---------------------------- | ----------------- | ------------------------------------------------------------ | ------------------------------------------------------------ | ------------------------------------------------------------ |
+| Chinese and English ultra-lightweight PP-OCRv3 model（16.2M）     | ch_PP-OCRv3_xx          | Mobile & Server | [inference model](https://paddleocr.bj.bcebos.com/PP-OCRv3/chinese/ch_PP-OCRv3_det_infer.tar) / [trained model](https://paddleocr.bj.bcebos.com/PP-OCRv3/chinese/ch_PP-OCRv3_det_distill_train.tar) | [inference model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_mobile_v2.0_cls_infer.tar) / [trained model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_mobile_v2.0_cls_train.tar) | [inference model](https://paddleocr.bj.bcebos.com/PP-OCRv3/chinese/ch_PP-OCRv3_rec_infer.tar) / [trained model](https://paddleocr.bj.bcebos.com/PP-OCRv3/chinese/ch_PP-OCRv3_rec_train.tar) |
+| English ultra-lightweight PP-OCRv3 model（13.4M）     | en_PP-OCRv3_xx          | Mobile & Server | [inference model](https://paddleocr.bj.bcebos.com/PP-OCRv3/english/en_PP-OCRv3_det_infer.tar) / [trained model](https://paddleocr.bj.bcebos.com/PP-OCRv3/english/en_PP-OCRv3_det_distill_train.tar) | [inference model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_mobile_v2.0_cls_infer.tar) / [trained model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_mobile_v2.0_cls_train.tar) | [inference model](https://paddleocr.bj.bcebos.com/PP-OCRv3/english/en_PP-OCRv3_rec_infer.tar) / [trained model](https://paddleocr.bj.bcebos.com/PP-OCRv3/english/en_PP-OCRv3_rec_train.tar) |
+| Chinese and English ultra-lightweight PP-OCRv2 model（11.6M） |  ch_PP-OCRv2_xx |Mobile & Server|[inference model](https://paddleocr.bj.bcebos.com/PP-OCRv2/chinese/ch_PP-OCRv2_det_infer.tar) / [trained model](https://paddleocr.bj.bcebos.com/PP-OCRv2/chinese/ch_PP-OCRv2_det_distill_train.tar)| [inference model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_mobile_v2.0_cls_infer.tar) / [trained model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_mobile_v2.0_cls_train.tar) |[inference model](https://paddleocr.bj.bcebos.com/PP-OCRv2/chinese/ch_PP-OCRv2_rec_infer.tar) / [trained model](https://paddleocr.bj.bcebos.com/PP-OCRv2/chinese/ch_PP-OCRv2_rec_train.tar)|
+| Chinese and English ultra-lightweight PP-OCR model (9.4M)       | ch_ppocr_mobile_v2.0_xx      | Mobile & server   |[inference model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_mobile_v2.0_det_infer.tar) / [trained model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_mobile_v2.0_det_train.tar)|[inference model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_mobile_v2.0_cls_infer.tar) / [trained model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_mobile_v2.0_cls_train.tar) |[inference model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_mobile_v2.0_rec_infer.tar) / [trained model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_mobile_v2.0_rec_train.tar)      |
+| Chinese and English general PP-OCR model (143.4M)               | ch_ppocr_server_v2.0_xx      | Server            |[inference model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_server_v2.0_det_infer.tar) / [trained model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_server_v2.0_det_train.tar)    |[inference model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_mobile_v2.0_cls_infer.tar) / [trained model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_mobile_v2.0_cls_train.tar)    |[inference model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_server_v2.0_rec_infer.tar) / [trained model](https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_server_v2.0_rec_train.tar)  |
+
+
+- For more model downloads (including multiple languages), please refer to [PP-OCR series model downloads](./doc/doc_en/models_list_en.md).
+- For a new language request, please refer to [Guideline for new language_requests](#language_requests).
+- For structural document analysis models, please refer to [PP-Structure models](./ppstructure/docs/models_list_en.md).
+
+## 📖 Tutorials
+- [Environment Preparation](./doc/doc_en/environment_en.md)
+- [PP-OCR 🔥](./doc/doc_en/ppocr_introduction_en.md)
+    - [Quick Start](./doc/doc_en/quickstart_en.md)
+    - [Model Zoo](./doc/doc_en/models_en.md)
+    - [Model training](./doc/doc_en/training_en.md)
+        - [Text Detection](./doc/doc_en/detection_en.md)
+        - [Text Recognition](./doc/doc_en/recognition_en.md)
+        - [Text Direction Classification](./doc/doc_en/angle_class_en.md)
+    - Model Compression
+        - [Model Quantization](./deploy/slim/quantization/README_en.md)
+        - [Model Pruning](./deploy/slim/prune/README_en.md)
+        - [Knowledge Distillation](./doc/doc_en/knowledge_distillation_en.md)
+    - [Inference and Deployment](./deploy/README.md)
+        - [Python Inference](./doc/doc_en/inference_ppocr_en.md)
+        - [C++ Inference](./deploy/cpp_infer/readme.md)
+        - [Serving](./deploy/pdserving/README.md)
+        - [Mobile](./deploy/lite/readme.md)
+        - [Paddle2ONNX](./deploy/paddle2onnx/readme.md)
+        - [PaddleCloud](./deploy/paddlecloud/README.md)
+        - [Benchmark](./doc/doc_en/benchmark_en.md)  
+- [PP-Structure 🔥](./ppstructure/README.md)
+    - [Quick Start](./ppstructure/docs/quickstart_en.md)
+    - [Model Zoo](./ppstructure/docs/models_list_en.md)
+    - [Model training](./doc/doc_en/training_en.md)  
+        - [Layout Analysis](./ppstructure/layout/README.md)
+        - [Table Recognition](./ppstructure/table/README.md)
+        - [Key Information Extraction](./ppstructure/kie/README.md)
+    - [Inference and Deployment](./deploy/README.md)
+        - [Python Inference](./ppstructure/docs/inference_en.md)
+        - [C++ Inference](./deploy/cpp_infer/readme.md)
+        - [Serving](./deploy/hubserving/readme_en.md)
+- [Academic Algorithms](./doc/doc_en/algorithm_overview_en.md)
+    - [Text detection](./doc/doc_en/algorithm_overview_en.md)
+    - [Text recognition](./doc/doc_en/algorithm_overview_en.md)
+    - [End-to-end OCR](./doc/doc_en/algorithm_overview_en.md)
+    - [Table Recognition](./doc/doc_en/algorithm_overview_en.md)
+    - [Key Information Extraction](./doc/doc_en/algorithm_overview_en.md)    
+    - [Add New Algorithms to PaddleOCR](./doc/doc_en/add_new_algorithm_en.md)
+- Data Annotation and Synthesis
+    - [Semi-automatic Annotation Tool: PPOCRLabel](./PPOCRLabel/README.md)
+    - [Data Synthesis Tool: Style-Text](./StyleText/README.md)
+    - [Other Data Annotation Tools](./doc/doc_en/data_annotation_en.md)
+    - [Other Data Synthesis Tools](./doc/doc_en/data_synthesis_en.md)
+- Datasets
+    - [General OCR Datasets(Chinese/English)](doc/doc_en/dataset/datasets_en.md)
+    - [HandWritten_OCR_Datasets(Chinese)](doc/doc_en/dataset/handwritten_datasets_en.md)
+    - [Various OCR Datasets(multilingual)](doc/doc_en/dataset/vertical_and_multilingual_datasets_en.md)
+    - [Layout Analysis](doc/doc_en/dataset/layout_datasets_en.md)
+    - [Table Recognition](doc/doc_en/dataset/table_datasets_en.md)
+    - [Key Information Extraction](doc/doc_en/dataset/kie_datasets_en.md)
+- [Code Structure](./doc/doc_en/tree_en.md)
+- [Visualization](#Visualization)
+- [Community](#Community)
+- [New language requests](#language_requests)
+- [FAQ](./doc/doc_en/FAQ_en.md)
+- [References](./doc/doc_en/reference_en.md)
+- [License](#LICENSE)
+
+
+<a name="Visualization"></a>
+## 👀 Visualization [more](./doc/doc_en/visualization_en.md)
+
+<details open>
+<summary>PP-OCRv3 Chinese model</summary>
+<div align="center">
+    <img src="doc/imgs_results/PP-OCRv3/ch/PP-OCRv3-pic001.jpg" width="800">
+    <img src="doc/imgs_results/PP-OCRv3/ch/PP-OCRv3-pic002.jpg" width="800">
+    <img src="doc/imgs_results/PP-OCRv3/ch/PP-OCRv3-pic003.jpg" width="800">
+</div>
+</details>
+
+<details open>
+<summary>PP-OCRv3 English model</summary>
+<div align="center">
+    <img src="doc/imgs_results/PP-OCRv3/en/en_1.png" width="800">
+    <img src="doc/imgs_results/PP-OCRv3/en/en_2.png" width="800">
+</div>
+</details>
+
+<details open>
+<summary>PP-OCRv3 Multilingual model</summary>
+<div align="center">
+    <img src="doc/imgs_results/PP-OCRv3/multi_lang/japan_2.jpg" width="800">
+    <img src="doc/imgs_results/PP-OCRv3/multi_lang/korean_1.jpg" width="800">
+</div>
+</details>
+
+<details open>
+<summary>PP-Structurev2</summary>
+
+- layout analysis + table recognition  
+<div align="center">
+    <img src="./ppstructure/docs/table/ppstructure.GIF" width="800">
+</div>
+
+- SER (Semantic entity recognition)
+<div align="center">
+    <img src="https://user-images.githubusercontent.com/25809855/186094456-01a1dd11-1433-4437-9ab2-6480ac94ec0a.png" width="600">
+</div>
+
+<div align="center">
+    <img src="https://user-images.githubusercontent.com/14270174/185310636-6ce02f7c-790d-479f-b163-ea97a5a04808.jpg" width="600">
+</div>
+
+<div align="center">
+    <img src="https://user-images.githubusercontent.com/14270174/185539517-ccf2372a-f026-4a7c-ad28-c741c770f60a.png" width="600">
+</div>
+
+- RE (Relation Extraction)
+<div align="center">
+    <img src="https://user-images.githubusercontent.com/25809855/186094813-3a8e16cc-42e5-4982-b9f4-0134dfb5688d.png" width="600">
+</div>   
+
+<div align="center">
+    <img src="https://user-images.githubusercontent.com/14270174/185393805-c67ff571-cf7e-4217-a4b0-8b396c4f22bb.jpg" width="600">
+</div>
+
+<div align="center">
+    <img src="https://user-images.githubusercontent.com/14270174/185540080-0431e006-9235-4b6d-b63d-0b3c6e1de48f.jpg" width="600">
+</div>
+
+</details>
+
+<a name="language_requests"></a>
+## 🇺🇳 Guideline for New Language Requests
+
+If you want to request a new language support, a PR with 1 following files are needed：
+
+1. In folder [ppocr/utils/dict](./ppocr/utils/dict),
+it is necessary to submit the dict text to this path and name it with `{language}_dict.txt` that contains a list of all characters. Please see the format example from other files in that folder.
+
+If your language has unique elements, please tell me in advance within any way, such as useful links, wikipedia and so on.
+
+More details, please refer to [Multilingual OCR Development Plan](https://github.com/PaddlePaddle/PaddleOCR/issues/1048).
+
+
+<a name="LICENSE"></a>
+## 📄 License
+This project is released under <a href="https://github.com/PaddlePaddle/PaddleOCR/blob/master/LICENSE">Apache 2.0 license</a>

PaddleOCR_ali1k_det_rec_300epoch_standalone/fonts/arabic.ttf

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PaddleOCR_ali1k_det_rec_300epoch_standalone/freeze.txt

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+astor==0.8.1
+attrdict==2.0.1
+babel==2.16.0
+bce-python-sdk==0.9.21
+blinker==1.8.2
+cachetools==5.5.0
+certifi==2024.8.30
+charset-normalizer==3.3.2
+click==8.1.7
+contourpy==1.3.0
+cssselect==1.2.0
+cssutils==2.11.1
+cycler==0.12.1
+Cython==3.0.11
+decorator==5.1.1
+et-xmlfile==1.1.0
+Flask==3.0.3
+flask-babel==4.0.0
+fonttools==4.53.1
+future==1.0.0
+idna==3.8
+imageio==2.35.1
+imgaug==0.4.0
+itsdangerous==2.2.0
+Jinja2==3.1.4
+kiwisolver==1.4.5
+lazy_loader==0.4
+lmdb==1.5.1
+lxml==5.3.0
+MarkupSafe==2.1.5
+matplotlib==3.9.2
+more-itertools==10.4.0
+networkx==3.3
+numpy==1.26.4
+opencv-contrib-python==4.10.0.84
+opencv-python==4.6.0.66
+openpyxl==3.1.5
+opt-einsum==3.3.0
+packaging==24.1
+pillow==10.4.0
+premailer==3.10.0
+psutil==6.0.0
+pyclipper==1.3.0.post5
+pycryptodome==3.20.0
+pyparsing==3.1.4
+python-dateutil==2.9.0.post0
+pytz==2024.1
+rapidfuzz==3.9.7
+rarfile==4.2
+requests==2.32.3
+scikit-image==0.24.0
+scipy==1.14.1
+shapely==2.0.6
+six==1.16.0
+tifffile==2024.8.30
+tqdm==4.66.5
+tzdata==2024.1
+urllib3==2.2.2
+Werkzeug==3.0.4

PaddleOCR_ali1k_det_rec_300epoch_standalone/google/protobuf/__init__.py

@@ -0,0 +1,33 @@
+# Protocol Buffers - Google's data interchange format
+# Copyright 2008 Google Inc.  All rights reserved.
+# https://developers.google.com/protocol-buffers/
+#
+# Redistribution and use in source and binary forms, with or without
+# modification, are permitted provided that the following conditions are
+# met:
+#
+#     * Redistributions of source code must retain the above copyright
+# notice, this list of conditions and the following disclaimer.
+#     * Redistributions in binary form must reproduce the above
+# copyright notice, this list of conditions and the following disclaimer
+# in the documentation and/or other materials provided with the
+# distribution.
+#     * Neither the name of Google Inc. nor the names of its
+# contributors may be used to endorse or promote products derived from
+# this software without specific prior written permission.
+#
+# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+# A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+# OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+# Copyright 2007 Google Inc. All Rights Reserved.
+
+__version__ = '3.20.0'

PaddleOCR_ali1k_det_rec_300epoch_standalone/google/protobuf/any_pb2.py

@@ -0,0 +1,26 @@
+# -*- coding: utf-8 -*-
+# Generated by the protocol buffer compiler.  DO NOT EDIT!
+# source: google/protobuf/any.proto
+"""Generated protocol buffer code."""
+from google.protobuf.internal import builder as _builder
+from google.protobuf import descriptor as _descriptor
+from google.protobuf import descriptor_pool as _descriptor_pool
+from google.protobuf import symbol_database as _symbol_database
+# @@protoc_insertion_point(imports)
+
+_sym_db = _symbol_database.Default()
+
+
+
+
+DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x19google/protobuf/any.proto\x12\x0fgoogle.protobuf\"&\n\x03\x41ny\x12\x10\n\x08type_url\x18\x01 \x01(\t\x12\r\n\x05value\x18\x02 \x01(\x0c\x42v\n\x13\x63om.google.protobufB\x08\x41nyProtoP\x01Z,google.golang.org/protobuf/types/known/anypb\xa2\x02\x03GPB\xaa\x02\x1eGoogle.Protobuf.WellKnownTypesb\x06proto3')
+
+_builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, globals())
+_builder.BuildTopDescriptorsAndMessages(DESCRIPTOR, 'google.protobuf.any_pb2', globals())
+if _descriptor._USE_C_DESCRIPTORS == False:
+
+  DESCRIPTOR._options = None
+  DESCRIPTOR._serialized_options = b'\n\023com.google.protobufB\010AnyProtoP\001Z,google.golang.org/protobuf/types/known/anypb\242\002\003GPB\252\002\036Google.Protobuf.WellKnownTypes'
+  _ANY._serialized_start=46
+  _ANY._serialized_end=84
+# @@protoc_insertion_point(module_scope)

PaddleOCR_ali1k_det_rec_300epoch_standalone/google/protobuf/api_pb2.py

@@ -0,0 +1,32 @@
+# -*- coding: utf-8 -*-
+# Generated by the protocol buffer compiler.  DO NOT EDIT!
+# source: google/protobuf/api.proto
+"""Generated protocol buffer code."""
+from google.protobuf.internal import builder as _builder
+from google.protobuf import descriptor as _descriptor
+from google.protobuf import descriptor_pool as _descriptor_pool
+from google.protobuf import symbol_database as _symbol_database
+# @@protoc_insertion_point(imports)
+
+_sym_db = _symbol_database.Default()
+
+
+from google.protobuf import source_context_pb2 as google_dot_protobuf_dot_source__context__pb2
+from google.protobuf import type_pb2 as google_dot_protobuf_dot_type__pb2
+
+
+DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x19google/protobuf/api.proto\x12\x0fgoogle.protobuf\x1a$google/protobuf/source_context.proto\x1a\x1agoogle/protobuf/type.proto\"\x81\x02\n\x03\x41pi\x12\x0c\n\x04name\x18\x01 \x01(\t\x12(\n\x07methods\x18\x02 \x03(\x0b\x32\x17.google.protobuf.Method\x12(\n\x07options\x18\x03 \x03(\x0b\x32\x17.google.protobuf.Option\x12\x0f\n\x07version\x18\x04 \x01(\t\x12\x36\n\x0esource_context\x18\x05 \x01(\x0b\x32\x1e.google.protobuf.SourceContext\x12&\n\x06mixins\x18\x06 \x03(\x0b\x32\x16.google.protobuf.Mixin\x12\'\n\x06syntax\x18\x07 \x01(\x0e\x32\x17.google.protobuf.Syntax\"\xd5\x01\n\x06Method\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\x18\n\x10request_type_url\x18\x02 \x01(\t\x12\x19\n\x11request_streaming\x18\x03 \x01(\x08\x12\x19\n\x11response_type_url\x18\x04 \x01(\t\x12\x1a\n\x12response_streaming\x18\x05 \x01(\x08\x12(\n\x07options\x18\x06 \x03(\x0b\x32\x17.google.protobuf.Option\x12\'\n\x06syntax\x18\x07 \x01(\x0e\x32\x17.google.protobuf.Syntax\"#\n\x05Mixin\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\x0c\n\x04root\x18\x02 \x01(\tBv\n\x13\x63om.google.protobufB\x08\x41piProtoP\x01Z,google.golang.org/protobuf/types/known/apipb\xa2\x02\x03GPB\xaa\x02\x1eGoogle.Protobuf.WellKnownTypesb\x06proto3')
+
+_builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, globals())
+_builder.BuildTopDescriptorsAndMessages(DESCRIPTOR, 'google.protobuf.api_pb2', globals())
+if _descriptor._USE_C_DESCRIPTORS == False:
+
+  DESCRIPTOR._options = None
+  DESCRIPTOR._serialized_options = b'\n\023com.google.protobufB\010ApiProtoP\001Z,google.golang.org/protobuf/types/known/apipb\242\002\003GPB\252\002\036Google.Protobuf.WellKnownTypes'
+  _API._serialized_start=113
+  _API._serialized_end=370
+  _METHOD._serialized_start=373
+  _METHOD._serialized_end=586
+  _MIXIN._serialized_start=588
+  _MIXIN._serialized_end=623
+# @@protoc_insertion_point(module_scope)

PaddleOCR_ali1k_det_rec_300epoch_standalone/google/protobuf/compiler/plugin_pb2.py

@@ -0,0 +1,35 @@
+# -*- coding: utf-8 -*-
+# Generated by the protocol buffer compiler.  DO NOT EDIT!
+# source: google/protobuf/compiler/plugin.proto
+"""Generated protocol buffer code."""
+from google.protobuf.internal import builder as _builder
+from google.protobuf import descriptor as _descriptor
+from google.protobuf import descriptor_pool as _descriptor_pool
+from google.protobuf import symbol_database as _symbol_database
+# @@protoc_insertion_point(imports)
+
+_sym_db = _symbol_database.Default()
+
+
+from google.protobuf import descriptor_pb2 as google_dot_protobuf_dot_descriptor__pb2
+
+
+DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n%google/protobuf/compiler/plugin.proto\x12\x18google.protobuf.compiler\x1a google/protobuf/descriptor.proto\"F\n\x07Version\x12\r\n\x05major\x18\x01 \x01(\x05\x12\r\n\x05minor\x18\x02 \x01(\x05\x12\r\n\x05patch\x18\x03 \x01(\x05\x12\x0e\n\x06suffix\x18\x04 \x01(\t\"\xba\x01\n\x14\x43odeGeneratorRequest\x12\x18\n\x10\x66ile_to_generate\x18\x01 \x03(\t\x12\x11\n\tparameter\x18\x02 \x01(\t\x12\x38\n\nproto_file\x18\x0f \x03(\x0b\x32$.google.protobuf.FileDescriptorProto\x12;\n\x10\x63ompiler_version\x18\x03 \x01(\x0b\x32!.google.protobuf.compiler.Version\"\xc1\x02\n\x15\x43odeGeneratorResponse\x12\r\n\x05\x65rror\x18\x01 \x01(\t\x12\x1a\n\x12supported_features\x18\x02 \x01(\x04\x12\x42\n\x04\x66ile\x18\x0f \x03(\x0b\x32\x34.google.protobuf.compiler.CodeGeneratorResponse.File\x1a\x7f\n\x04\x46ile\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\x17\n\x0finsertion_point\x18\x02 \x01(\t\x12\x0f\n\x07\x63ontent\x18\x0f \x01(\t\x12?\n\x13generated_code_info\x18\x10 \x01(\x0b\x32\".google.protobuf.GeneratedCodeInfo\"8\n\x07\x46\x65\x61ture\x12\x10\n\x0c\x46\x45\x41TURE_NONE\x10\x00\x12\x1b\n\x17\x46\x45\x41TURE_PROTO3_OPTIONAL\x10\x01\x42W\n\x1c\x63om.google.protobuf.compilerB\x0cPluginProtosZ)google.golang.org/protobuf/types/pluginpb')
+
+_builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, globals())
+_builder.BuildTopDescriptorsAndMessages(DESCRIPTOR, 'google.protobuf.compiler.plugin_pb2', globals())
+if _descriptor._USE_C_DESCRIPTORS == False:
+
+  DESCRIPTOR._options = None
+  DESCRIPTOR._serialized_options = b'\n\034com.google.protobuf.compilerB\014PluginProtosZ)google.golang.org/protobuf/types/pluginpb'
+  _VERSION._serialized_start=101
+  _VERSION._serialized_end=171
+  _CODEGENERATORREQUEST._serialized_start=174
+  _CODEGENERATORREQUEST._serialized_end=360
+  _CODEGENERATORRESPONSE._serialized_start=363
+  _CODEGENERATORRESPONSE._serialized_end=684
+  _CODEGENERATORRESPONSE_FILE._serialized_start=499
+  _CODEGENERATORRESPONSE_FILE._serialized_end=626
+  _CODEGENERATORRESPONSE_FEATURE._serialized_start=628
+  _CODEGENERATORRESPONSE_FEATURE._serialized_end=684
+# @@protoc_insertion_point(module_scope)

PaddleOCR_ali1k_det_rec_300epoch_standalone/google/protobuf/descriptor.py

@@ -0,0 +1,1224 @@
+# Protocol Buffers - Google's data interchange format
+# Copyright 2008 Google Inc.  All rights reserved.
+# https://developers.google.com/protocol-buffers/
+#
+# Redistribution and use in source and binary forms, with or without
+# modification, are permitted provided that the following conditions are
+# met:
+#
+#     * Redistributions of source code must retain the above copyright
+# notice, this list of conditions and the following disclaimer.
+#     * Redistributions in binary form must reproduce the above
+# copyright notice, this list of conditions and the following disclaimer
+# in the documentation and/or other materials provided with the
+# distribution.
+#     * Neither the name of Google Inc. nor the names of its
+# contributors may be used to endorse or promote products derived from
+# this software without specific prior written permission.
+#
+# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+# A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+# OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+"""Descriptors essentially contain exactly the information found in a .proto
+file, in types that make this information accessible in Python.
+"""
+
+__author__ = 'robinson@google.com (Will Robinson)'
+
+import threading
+import warnings
+
+from google.protobuf.internal import api_implementation
+
+_USE_C_DESCRIPTORS = False
+if api_implementation.Type() == 'cpp':
+  # Used by MakeDescriptor in cpp mode
+  import binascii
+  import os
+  from google.protobuf.pyext import _message
+  _USE_C_DESCRIPTORS = True
+
+
+class Error(Exception):
+  """Base error for this module."""
+
+
+class TypeTransformationError(Error):
+  """Error transforming between python proto type and corresponding C++ type."""
+
+
+if _USE_C_DESCRIPTORS:
+  # This metaclass allows to override the behavior of code like
+  #     isinstance(my_descriptor, FieldDescriptor)
+  # and make it return True when the descriptor is an instance of the extension
+  # type written in C++.
+  class DescriptorMetaclass(type):
+    def __instancecheck__(cls, obj):
+      if super(DescriptorMetaclass, cls).__instancecheck__(obj):
+        return True
+      if isinstance(obj, cls._C_DESCRIPTOR_CLASS):
+        return True
+      return False
+else:
+  # The standard metaclass; nothing changes.
+  DescriptorMetaclass = type
+
+
+class _Lock(object):
+  """Wrapper class of threading.Lock(), which is allowed by 'with'."""
+
+  def __new__(cls):
+    self = object.__new__(cls)
+    self._lock = threading.Lock()  # pylint: disable=protected-access
+    return self
+
+  def __enter__(self):
+    self._lock.acquire()
+
+  def __exit__(self, exc_type, exc_value, exc_tb):
+    self._lock.release()
+
+
+_lock = threading.Lock()
+
+
+def _Deprecated(name):
+  if _Deprecated.count > 0:
+    _Deprecated.count -= 1
+    warnings.warn(
+        'Call to deprecated create function %s(). Note: Create unlinked '
+        'descriptors is going to go away. Please use get/find descriptors from '
+        'generated code or query the descriptor_pool.'
+        % name,
+        category=DeprecationWarning, stacklevel=3)
+
+
+# Deprecated warnings will print 100 times at most which should be enough for
+# users to notice and do not cause timeout.
+_Deprecated.count = 100
+
+
+_internal_create_key = object()
+
+
+class DescriptorBase(metaclass=DescriptorMetaclass):
+
+  """Descriptors base class.
+
+  This class is the base of all descriptor classes. It provides common options
+  related functionality.
+
+  Attributes:
+    has_options:  True if the descriptor has non-default options.  Usually it
+        is not necessary to read this -- just call GetOptions() which will
+        happily return the default instance.  However, it's sometimes useful
+        for efficiency, and also useful inside the protobuf implementation to
+        avoid some bootstrapping issues.
+  """
+
+  if _USE_C_DESCRIPTORS:
+    # The class, or tuple of classes, that are considered as "virtual
+    # subclasses" of this descriptor class.
+    _C_DESCRIPTOR_CLASS = ()
+
+  def __init__(self, options, serialized_options, options_class_name):
+    """Initialize the descriptor given its options message and the name of the
+    class of the options message. The name of the class is required in case
+    the options message is None and has to be created.
+    """
+    self._options = options
+    self._options_class_name = options_class_name
+    self._serialized_options = serialized_options
+
+    # Does this descriptor have non-default options?
+    self.has_options = (options is not None) or (serialized_options is not None)
+
+  def _SetOptions(self, options, options_class_name):
+    """Sets the descriptor's options
+
+    This function is used in generated proto2 files to update descriptor
+    options. It must not be used outside proto2.
+    """
+    self._options = options
+    self._options_class_name = options_class_name
+
+    # Does this descriptor have non-default options?
+    self.has_options = options is not None
+
+  def GetOptions(self):
+    """Retrieves descriptor options.
+
+    This method returns the options set or creates the default options for the
+    descriptor.
+    """
+    if self._options:
+      return self._options
+
+    from google.protobuf import descriptor_pb2
+    try:
+      options_class = getattr(descriptor_pb2,
+                              self._options_class_name)
+    except AttributeError:
+      raise RuntimeError('Unknown options class name %s!' %
+                         (self._options_class_name))
+
+    with _lock:
+      if self._serialized_options is None:
+        self._options = options_class()
+      else:
+        self._options = _ParseOptions(options_class(),
+                                      self._serialized_options)
+
+      return self._options
+
+
+class _NestedDescriptorBase(DescriptorBase):
+  """Common class for descriptors that can be nested."""
+
+  def __init__(self, options, options_class_name, name, full_name,
+               file, containing_type, serialized_start=None,
+               serialized_end=None, serialized_options=None):
+    """Constructor.
+
+    Args:
+      options: Protocol message options or None
+        to use default message options.
+      options_class_name (str): The class name of the above options.
+      name (str): Name of this protocol message type.
+      full_name (str): Fully-qualified name of this protocol message type,
+        which will include protocol "package" name and the name of any
+        enclosing types.
+      file (FileDescriptor): Reference to file info.
+      containing_type: if provided, this is a nested descriptor, with this
+        descriptor as parent, otherwise None.
+      serialized_start: The start index (inclusive) in block in the
+        file.serialized_pb that describes this descriptor.
+      serialized_end: The end index (exclusive) in block in the
+        file.serialized_pb that describes this descriptor.
+      serialized_options: Protocol message serialized options or None.
+    """
+    super(_NestedDescriptorBase, self).__init__(
+        options, serialized_options, options_class_name)
+
+    self.name = name
+    # TODO(falk): Add function to calculate full_name instead of having it in
+    #             memory?
+    self.full_name = full_name
+    self.file = file
+    self.containing_type = containing_type
+
+    self._serialized_start = serialized_start
+    self._serialized_end = serialized_end
+
+  def CopyToProto(self, proto):
+    """Copies this to the matching proto in descriptor_pb2.
+
+    Args:
+      proto: An empty proto instance from descriptor_pb2.
+
+    Raises:
+      Error: If self couldn't be serialized, due to to few constructor
+        arguments.
+    """
+    if (self.file is not None and
+        self._serialized_start is not None and
+        self._serialized_end is not None):
+      proto.ParseFromString(self.file.serialized_pb[
+          self._serialized_start:self._serialized_end])
+    else:
+      raise Error('Descriptor does not contain serialization.')
+
+
+class Descriptor(_NestedDescriptorBase):
+
+  """Descriptor for a protocol message type.
+
+  Attributes:
+      name (str): Name of this protocol message type.
+      full_name (str): Fully-qualified name of this protocol message type,
+          which will include protocol "package" name and the name of any
+          enclosing types.
+      containing_type (Descriptor): Reference to the descriptor of the type
+          containing us, or None if this is top-level.
+      fields (list[FieldDescriptor]): Field descriptors for all fields in
+          this type.
+      fields_by_number (dict(int, FieldDescriptor)): Same
+          :class:`FieldDescriptor` objects as in :attr:`fields`, but indexed
+          by "number" attribute in each FieldDescriptor.
+      fields_by_name (dict(str, FieldDescriptor)): Same
+          :class:`FieldDescriptor` objects as in :attr:`fields`, but indexed by
+          "name" attribute in each :class:`FieldDescriptor`.
+      nested_types (list[Descriptor]): Descriptor references
+          for all protocol message types nested within this one.
+      nested_types_by_name (dict(str, Descriptor)): Same Descriptor
+          objects as in :attr:`nested_types`, but indexed by "name" attribute
+          in each Descriptor.
+      enum_types (list[EnumDescriptor]): :class:`EnumDescriptor` references
+          for all enums contained within this type.
+      enum_types_by_name (dict(str, EnumDescriptor)): Same
+          :class:`EnumDescriptor` objects as in :attr:`enum_types`, but
+          indexed by "name" attribute in each EnumDescriptor.
+      enum_values_by_name (dict(str, EnumValueDescriptor)): Dict mapping
+          from enum value name to :class:`EnumValueDescriptor` for that value.
+      extensions (list[FieldDescriptor]): All extensions defined directly
+          within this message type (NOT within a nested type).
+      extensions_by_name (dict(str, FieldDescriptor)): Same FieldDescriptor
+          objects as :attr:`extensions`, but indexed by "name" attribute of each
+          FieldDescriptor.
+      is_extendable (bool):  Does this type define any extension ranges?
+      oneofs (list[OneofDescriptor]): The list of descriptors for oneof fields
+          in this message.
+      oneofs_by_name (dict(str, OneofDescriptor)): Same objects as in
+          :attr:`oneofs`, but indexed by "name" attribute.
+      file (FileDescriptor): Reference to file descriptor.
+
+  """
+
+  if _USE_C_DESCRIPTORS:
+    _C_DESCRIPTOR_CLASS = _message.Descriptor
+
+    def __new__(
+        cls,
+        name=None,
+        full_name=None,
+        filename=None,
+        containing_type=None,
+        fields=None,
+        nested_types=None,
+        enum_types=None,
+        extensions=None,
+        options=None,
+        serialized_options=None,
+        is_extendable=True,
+        extension_ranges=None,
+        oneofs=None,
+        file=None,  # pylint: disable=redefined-builtin
+        serialized_start=None,
+        serialized_end=None,
+        syntax=None,
+        create_key=None):
+      _message.Message._CheckCalledFromGeneratedFile()
+      return _message.default_pool.FindMessageTypeByName(full_name)
+
+  # NOTE(tmarek): The file argument redefining a builtin is nothing we can
+  # fix right now since we don't know how many clients already rely on the
+  # name of the argument.
+  def __init__(self, name, full_name, filename, containing_type, fields,
+               nested_types, enum_types, extensions, options=None,
+               serialized_options=None,
+               is_extendable=True, extension_ranges=None, oneofs=None,
+               file=None, serialized_start=None, serialized_end=None,  # pylint: disable=redefined-builtin
+               syntax=None, create_key=None):
+    """Arguments to __init__() are as described in the description
+    of Descriptor fields above.
+
+    Note that filename is an obsolete argument, that is not used anymore.
+    Please use file.name to access this as an attribute.
+    """
+    if create_key is not _internal_create_key:
+      _Deprecated('Descriptor')
+
+    super(Descriptor, self).__init__(
+        options, 'MessageOptions', name, full_name, file,
+        containing_type, serialized_start=serialized_start,
+        serialized_end=serialized_end, serialized_options=serialized_options)
+
+    # We have fields in addition to fields_by_name and fields_by_number,
+    # so that:
+    #   1. Clients can index fields by "order in which they're listed."
+    #   2. Clients can easily iterate over all fields with the terse
+    #      syntax: for f in descriptor.fields: ...
+    self.fields = fields
+    for field in self.fields:
+      field.containing_type = self
+    self.fields_by_number = dict((f.number, f) for f in fields)
+    self.fields_by_name = dict((f.name, f) for f in fields)
+    self._fields_by_camelcase_name = None
+
+    self.nested_types = nested_types
+    for nested_type in nested_types:
+      nested_type.containing_type = self
+    self.nested_types_by_name = dict((t.name, t) for t in nested_types)
+
+    self.enum_types = enum_types
+    for enum_type in self.enum_types:
+      enum_type.containing_type = self
+    self.enum_types_by_name = dict((t.name, t) for t in enum_types)
+    self.enum_values_by_name = dict(
+        (v.name, v) for t in enum_types for v in t.values)
+
+    self.extensions = extensions
+    for extension in self.extensions:
+      extension.extension_scope = self
+    self.extensions_by_name = dict((f.name, f) for f in extensions)
+    self.is_extendable = is_extendable
+    self.extension_ranges = extension_ranges
+    self.oneofs = oneofs if oneofs is not None else []
+    self.oneofs_by_name = dict((o.name, o) for o in self.oneofs)
+    for oneof in self.oneofs:
+      oneof.containing_type = self
+    self.syntax = syntax or "proto2"
+
+  @property
+  def fields_by_camelcase_name(self):
+    """Same FieldDescriptor objects as in :attr:`fields`, but indexed by
+    :attr:`FieldDescriptor.camelcase_name`.
+    """
+    if self._fields_by_camelcase_name is None:
+      self._fields_by_camelcase_name = dict(
+          (f.camelcase_name, f) for f in self.fields)
+    return self._fields_by_camelcase_name
+
+  def EnumValueName(self, enum, value):
+    """Returns the string name of an enum value.
+
+    This is just a small helper method to simplify a common operation.
+
+    Args:
+      enum: string name of the Enum.
+      value: int, value of the enum.
+
+    Returns:
+      string name of the enum value.
+
+    Raises:
+      KeyError if either the Enum doesn't exist or the value is not a valid
+        value for the enum.
+    """
+    return self.enum_types_by_name[enum].values_by_number[value].name
+
+  def CopyToProto(self, proto):
+    """Copies this to a descriptor_pb2.DescriptorProto.
+
+    Args:
+      proto: An empty descriptor_pb2.DescriptorProto.
+    """
+    # This function is overridden to give a better doc comment.
+    super(Descriptor, self).CopyToProto(proto)
+
+
+# TODO(robinson): We should have aggressive checking here,
+# for example:
+#   * If you specify a repeated field, you should not be allowed
+#     to specify a default value.
+#   * [Other examples here as needed].
+#
+# TODO(robinson): for this and other *Descriptor classes, we
+# might also want to lock things down aggressively (e.g.,
+# prevent clients from setting the attributes).  Having
+# stronger invariants here in general will reduce the number
+# of runtime checks we must do in reflection.py...
+class FieldDescriptor(DescriptorBase):
+
+  """Descriptor for a single field in a .proto file.
+
+  Attributes:
+    name (str): Name of this field, exactly as it appears in .proto.
+    full_name (str): Name of this field, including containing scope.  This is
+      particularly relevant for extensions.
+    index (int): Dense, 0-indexed index giving the order that this
+      field textually appears within its message in the .proto file.
+    number (int): Tag number declared for this field in the .proto file.
+
+    type (int): (One of the TYPE_* constants below) Declared type.
+    cpp_type (int): (One of the CPPTYPE_* constants below) C++ type used to
+      represent this field.
+
+    label (int): (One of the LABEL_* constants below) Tells whether this
+      field is optional, required, or repeated.
+    has_default_value (bool): True if this field has a default value defined,
+      otherwise false.
+    default_value (Varies): Default value of this field.  Only
+      meaningful for non-repeated scalar fields.  Repeated fields
+      should always set this to [], and non-repeated composite
+      fields should always set this to None.
+
+    containing_type (Descriptor): Descriptor of the protocol message
+      type that contains this field.  Set by the Descriptor constructor
+      if we're passed into one.
+      Somewhat confusingly, for extension fields, this is the
+      descriptor of the EXTENDED message, not the descriptor
+      of the message containing this field.  (See is_extension and
+      extension_scope below).
+    message_type (Descriptor): If a composite field, a descriptor
+      of the message type contained in this field.  Otherwise, this is None.
+    enum_type (EnumDescriptor): If this field contains an enum, a
+      descriptor of that enum.  Otherwise, this is None.
+
+    is_extension: True iff this describes an extension field.
+    extension_scope (Descriptor): Only meaningful if is_extension is True.
+      Gives the message that immediately contains this extension field.
+      Will be None iff we're a top-level (file-level) extension field.
+
+    options (descriptor_pb2.FieldOptions): Protocol message field options or
+      None to use default field options.
+
+    containing_oneof (OneofDescriptor): If the field is a member of a oneof
+      union, contains its descriptor. Otherwise, None.
+
+    file (FileDescriptor): Reference to file descriptor.
+  """
+
+  # Must be consistent with C++ FieldDescriptor::Type enum in
+  # descriptor.h.
+  #
+  # TODO(robinson): Find a way to eliminate this repetition.
+  TYPE_DOUBLE         = 1
+  TYPE_FLOAT          = 2
+  TYPE_INT64          = 3
+  TYPE_UINT64         = 4
+  TYPE_INT32          = 5
+  TYPE_FIXED64        = 6
+  TYPE_FIXED32        = 7
+  TYPE_BOOL           = 8
+  TYPE_STRING         = 9
+  TYPE_GROUP          = 10
+  TYPE_MESSAGE        = 11
+  TYPE_BYTES          = 12
+  TYPE_UINT32         = 13
+  TYPE_ENUM           = 14
+  TYPE_SFIXED32       = 15
+  TYPE_SFIXED64       = 16
+  TYPE_SINT32         = 17
+  TYPE_SINT64         = 18
+  MAX_TYPE            = 18
+
+  # Must be consistent with C++ FieldDescriptor::CppType enum in
+  # descriptor.h.
+  #
+  # TODO(robinson): Find a way to eliminate this repetition.
+  CPPTYPE_INT32       = 1
+  CPPTYPE_INT64       = 2
+  CPPTYPE_UINT32      = 3
+  CPPTYPE_UINT64      = 4
+  CPPTYPE_DOUBLE      = 5
+  CPPTYPE_FLOAT       = 6
+  CPPTYPE_BOOL        = 7
+  CPPTYPE_ENUM        = 8
+  CPPTYPE_STRING      = 9
+  CPPTYPE_MESSAGE     = 10
+  MAX_CPPTYPE         = 10
+
+  _PYTHON_TO_CPP_PROTO_TYPE_MAP = {
+      TYPE_DOUBLE: CPPTYPE_DOUBLE,
+      TYPE_FLOAT: CPPTYPE_FLOAT,
+      TYPE_ENUM: CPPTYPE_ENUM,
+      TYPE_INT64: CPPTYPE_INT64,
+      TYPE_SINT64: CPPTYPE_INT64,
+      TYPE_SFIXED64: CPPTYPE_INT64,
+      TYPE_UINT64: CPPTYPE_UINT64,
+      TYPE_FIXED64: CPPTYPE_UINT64,
+      TYPE_INT32: CPPTYPE_INT32,
+      TYPE_SFIXED32: CPPTYPE_INT32,
+      TYPE_SINT32: CPPTYPE_INT32,
+      TYPE_UINT32: CPPTYPE_UINT32,
+      TYPE_FIXED32: CPPTYPE_UINT32,
+      TYPE_BYTES: CPPTYPE_STRING,
+      TYPE_STRING: CPPTYPE_STRING,
+      TYPE_BOOL: CPPTYPE_BOOL,
+      TYPE_MESSAGE: CPPTYPE_MESSAGE,
+      TYPE_GROUP: CPPTYPE_MESSAGE
+      }
+
+  # Must be consistent with C++ FieldDescriptor::Label enum in
+  # descriptor.h.
+  #
+  # TODO(robinson): Find a way to eliminate this repetition.
+  LABEL_OPTIONAL      = 1
+  LABEL_REQUIRED      = 2
+  LABEL_REPEATED      = 3
+  MAX_LABEL           = 3
+
+  # Must be consistent with C++ constants kMaxNumber, kFirstReservedNumber,
+  # and kLastReservedNumber in descriptor.h
+  MAX_FIELD_NUMBER = (1 << 29) - 1
+  FIRST_RESERVED_FIELD_NUMBER = 19000
+  LAST_RESERVED_FIELD_NUMBER = 19999
+
+  if _USE_C_DESCRIPTORS:
+    _C_DESCRIPTOR_CLASS = _message.FieldDescriptor
+
+    def __new__(cls, name, full_name, index, number, type, cpp_type, label,
+                default_value, message_type, enum_type, containing_type,
+                is_extension, extension_scope, options=None,
+                serialized_options=None,
+                has_default_value=True, containing_oneof=None, json_name=None,
+                file=None, create_key=None):  # pylint: disable=redefined-builtin
+      _message.Message._CheckCalledFromGeneratedFile()
+      if is_extension:
+        return _message.default_pool.FindExtensionByName(full_name)
+      else:
+        return _message.default_pool.FindFieldByName(full_name)
+
+  def __init__(self, name, full_name, index, number, type, cpp_type, label,
+               default_value, message_type, enum_type, containing_type,
+               is_extension, extension_scope, options=None,
+               serialized_options=None,
+               has_default_value=True, containing_oneof=None, json_name=None,
+               file=None, create_key=None):  # pylint: disable=redefined-builtin
+    """The arguments are as described in the description of FieldDescriptor
+    attributes above.
+
+    Note that containing_type may be None, and may be set later if necessary
+    (to deal with circular references between message types, for example).
+    Likewise for extension_scope.
+    """
+    if create_key is not _internal_create_key:
+      _Deprecated('FieldDescriptor')
+
+    super(FieldDescriptor, self).__init__(
+        options, serialized_options, 'FieldOptions')
+    self.name = name
+    self.full_name = full_name
+    self.file = file
+    self._camelcase_name = None
+    if json_name is None:
+      self.json_name = _ToJsonName(name)
+    else:
+      self.json_name = json_name
+    self.index = index
+    self.number = number
+    self.type = type
+    self.cpp_type = cpp_type
+    self.label = label
+    self.has_default_value = has_default_value
+    self.default_value = default_value
+    self.containing_type = containing_type
+    self.message_type = message_type
+    self.enum_type = enum_type
+    self.is_extension = is_extension
+    self.extension_scope = extension_scope
+    self.containing_oneof = containing_oneof
+    if api_implementation.Type() == 'cpp':
+      if is_extension:
+        self._cdescriptor = _message.default_pool.FindExtensionByName(full_name)
+      else:
+        self._cdescriptor = _message.default_pool.FindFieldByName(full_name)
+    else:
+      self._cdescriptor = None
+
+  @property
+  def camelcase_name(self):
+    """Camelcase name of this field.
+
+    Returns:
+      str: the name in CamelCase.
+    """
+    if self._camelcase_name is None:
+      self._camelcase_name = _ToCamelCase(self.name)
+    return self._camelcase_name
+
+  @property
+  def has_presence(self):
+    """Whether the field distinguishes between unpopulated and default values.
+
+    Raises:
+      RuntimeError: singular field that is not linked with message nor file.
+    """
+    if self.label == FieldDescriptor.LABEL_REPEATED:
+      return False
+    if (self.cpp_type == FieldDescriptor.CPPTYPE_MESSAGE or
+        self.containing_oneof):
+      return True
+    if hasattr(self.file, 'syntax'):
+      return self.file.syntax == 'proto2'
+    if hasattr(self.message_type, 'syntax'):
+      return self.message_type.syntax == 'proto2'
+    raise RuntimeError(
+        'has_presence is not ready to use because field %s is not'
+        ' linked with message type nor file' % self.full_name)
+
+  @staticmethod
+  def ProtoTypeToCppProtoType(proto_type):
+    """Converts from a Python proto type to a C++ Proto Type.
+
+    The Python ProtocolBuffer classes specify both the 'Python' datatype and the
+    'C++' datatype - and they're not the same. This helper method should
+    translate from one to another.
+
+    Args:
+      proto_type: the Python proto type (descriptor.FieldDescriptor.TYPE_*)
+    Returns:
+      int: descriptor.FieldDescriptor.CPPTYPE_*, the C++ type.
+    Raises:
+      TypeTransformationError: when the Python proto type isn't known.
+    """
+    try:
+      return FieldDescriptor._PYTHON_TO_CPP_PROTO_TYPE_MAP[proto_type]
+    except KeyError:
+      raise TypeTransformationError('Unknown proto_type: %s' % proto_type)
+
+
+class EnumDescriptor(_NestedDescriptorBase):
+
+  """Descriptor for an enum defined in a .proto file.
+
+  Attributes:
+    name (str): Name of the enum type.
+    full_name (str): Full name of the type, including package name
+      and any enclosing type(s).
+
+    values (list[EnumValueDescriptor]): List of the values
+      in this enum.
+    values_by_name (dict(str, EnumValueDescriptor)): Same as :attr:`values`,
+      but indexed by the "name" field of each EnumValueDescriptor.
+    values_by_number (dict(int, EnumValueDescriptor)): Same as :attr:`values`,
+      but indexed by the "number" field of each EnumValueDescriptor.
+    containing_type (Descriptor): Descriptor of the immediate containing
+      type of this enum, or None if this is an enum defined at the
+      top level in a .proto file.  Set by Descriptor's constructor
+      if we're passed into one.
+    file (FileDescriptor): Reference to file descriptor.
+    options (descriptor_pb2.EnumOptions): Enum options message or
+      None to use default enum options.
+  """
+
+  if _USE_C_DESCRIPTORS:
+    _C_DESCRIPTOR_CLASS = _message.EnumDescriptor
+
+    def __new__(cls, name, full_name, filename, values,
+                containing_type=None, options=None,
+                serialized_options=None, file=None,  # pylint: disable=redefined-builtin
+                serialized_start=None, serialized_end=None, create_key=None):
+      _message.Message._CheckCalledFromGeneratedFile()
+      return _message.default_pool.FindEnumTypeByName(full_name)
+
+  def __init__(self, name, full_name, filename, values,
+               containing_type=None, options=None,
+               serialized_options=None, file=None,  # pylint: disable=redefined-builtin
+               serialized_start=None, serialized_end=None, create_key=None):
+    """Arguments are as described in the attribute description above.
+
+    Note that filename is an obsolete argument, that is not used anymore.
+    Please use file.name to access this as an attribute.
+    """
+    if create_key is not _internal_create_key:
+      _Deprecated('EnumDescriptor')
+
+    super(EnumDescriptor, self).__init__(
+        options, 'EnumOptions', name, full_name, file,
+        containing_type, serialized_start=serialized_start,
+        serialized_end=serialized_end, serialized_options=serialized_options)
+
+    self.values = values
+    for value in self.values:
+      value.type = self
+    self.values_by_name = dict((v.name, v) for v in values)
+    # Values are reversed to ensure that the first alias is retained.
+    self.values_by_number = dict((v.number, v) for v in reversed(values))
+
+  def CopyToProto(self, proto):
+    """Copies this to a descriptor_pb2.EnumDescriptorProto.
+
+    Args:
+      proto (descriptor_pb2.EnumDescriptorProto): An empty descriptor proto.
+    """
+    # This function is overridden to give a better doc comment.
+    super(EnumDescriptor, self).CopyToProto(proto)
+
+
+class EnumValueDescriptor(DescriptorBase):
+
+  """Descriptor for a single value within an enum.
+
+  Attributes:
+    name (str): Name of this value.
+    index (int): Dense, 0-indexed index giving the order that this
+      value appears textually within its enum in the .proto file.
+    number (int): Actual number assigned to this enum value.
+    type (EnumDescriptor): :class:`EnumDescriptor` to which this value
+      belongs.  Set by :class:`EnumDescriptor`'s constructor if we're
+      passed into one.
+    options (descriptor_pb2.EnumValueOptions): Enum value options message or
+      None to use default enum value options options.
+  """
+
+  if _USE_C_DESCRIPTORS:
+    _C_DESCRIPTOR_CLASS = _message.EnumValueDescriptor
+
+    def __new__(cls, name, index, number,
+                type=None,  # pylint: disable=redefined-builtin
+                options=None, serialized_options=None, create_key=None):
+      _message.Message._CheckCalledFromGeneratedFile()
+      # There is no way we can build a complete EnumValueDescriptor with the
+      # given parameters (the name of the Enum is not known, for example).
+      # Fortunately generated files just pass it to the EnumDescriptor()
+      # constructor, which will ignore it, so returning None is good enough.
+      return None
+
+  def __init__(self, name, index, number,
+               type=None,  # pylint: disable=redefined-builtin
+               options=None, serialized_options=None, create_key=None):
+    """Arguments are as described in the attribute description above."""
+    if create_key is not _internal_create_key:
+      _Deprecated('EnumValueDescriptor')
+
+    super(EnumValueDescriptor, self).__init__(
+        options, serialized_options, 'EnumValueOptions')
+    self.name = name
+    self.index = index
+    self.number = number
+    self.type = type
+
+
+class OneofDescriptor(DescriptorBase):
+  """Descriptor for a oneof field.
+
+  Attributes:
+    name (str): Name of the oneof field.
+    full_name (str): Full name of the oneof field, including package name.
+    index (int): 0-based index giving the order of the oneof field inside
+      its containing type.
+    containing_type (Descriptor): :class:`Descriptor` of the protocol message
+      type that contains this field.  Set by the :class:`Descriptor` constructor
+      if we're passed into one.
+    fields (list[FieldDescriptor]): The list of field descriptors this
+      oneof can contain.
+  """
+
+  if _USE_C_DESCRIPTORS:
+    _C_DESCRIPTOR_CLASS = _message.OneofDescriptor
+
+    def __new__(
+        cls, name, full_name, index, containing_type, fields, options=None,
+        serialized_options=None, create_key=None):
+      _message.Message._CheckCalledFromGeneratedFile()
+      return _message.default_pool.FindOneofByName(full_name)
+
+  def __init__(
+      self, name, full_name, index, containing_type, fields, options=None,
+      serialized_options=None, create_key=None):
+    """Arguments are as described in the attribute description above."""
+    if create_key is not _internal_create_key:
+      _Deprecated('OneofDescriptor')
+
+    super(OneofDescriptor, self).__init__(
+        options, serialized_options, 'OneofOptions')
+    self.name = name
+    self.full_name = full_name
+    self.index = index
+    self.containing_type = containing_type
+    self.fields = fields
+
+
+class ServiceDescriptor(_NestedDescriptorBase):
+
+  """Descriptor for a service.
+
+  Attributes:
+    name (str): Name of the service.
+    full_name (str): Full name of the service, including package name.
+    index (int): 0-indexed index giving the order that this services
+      definition appears within the .proto file.
+    methods (list[MethodDescriptor]): List of methods provided by this
+      service.
+    methods_by_name (dict(str, MethodDescriptor)): Same
+      :class:`MethodDescriptor` objects as in :attr:`methods_by_name`, but
+      indexed by "name" attribute in each :class:`MethodDescriptor`.
+    options (descriptor_pb2.ServiceOptions): Service options message or
+      None to use default service options.
+    file (FileDescriptor): Reference to file info.
+  """
+
+  if _USE_C_DESCRIPTORS:
+    _C_DESCRIPTOR_CLASS = _message.ServiceDescriptor
+
+    def __new__(
+        cls,
+        name=None,
+        full_name=None,
+        index=None,
+        methods=None,
+        options=None,
+        serialized_options=None,
+        file=None,  # pylint: disable=redefined-builtin
+        serialized_start=None,
+        serialized_end=None,
+        create_key=None):
+      _message.Message._CheckCalledFromGeneratedFile()  # pylint: disable=protected-access
+      return _message.default_pool.FindServiceByName(full_name)
+
+  def __init__(self, name, full_name, index, methods, options=None,
+               serialized_options=None, file=None,  # pylint: disable=redefined-builtin
+               serialized_start=None, serialized_end=None, create_key=None):
+    if create_key is not _internal_create_key:
+      _Deprecated('ServiceDescriptor')
+
+    super(ServiceDescriptor, self).__init__(
+        options, 'ServiceOptions', name, full_name, file,
+        None, serialized_start=serialized_start,
+        serialized_end=serialized_end, serialized_options=serialized_options)
+    self.index = index
+    self.methods = methods
+    self.methods_by_name = dict((m.name, m) for m in methods)
+    # Set the containing service for each method in this service.
+    for method in self.methods:
+      method.containing_service = self
+
+  def FindMethodByName(self, name):
+    """Searches for the specified method, and returns its descriptor.
+
+    Args:
+      name (str): Name of the method.
+    Returns:
+      MethodDescriptor or None: the descriptor for the requested method, if
+      found.
+    """
+    return self.methods_by_name.get(name, None)
+
+  def CopyToProto(self, proto):
+    """Copies this to a descriptor_pb2.ServiceDescriptorProto.
+
+    Args:
+      proto (descriptor_pb2.ServiceDescriptorProto): An empty descriptor proto.
+    """
+    # This function is overridden to give a better doc comment.
+    super(ServiceDescriptor, self).CopyToProto(proto)
+
+
+class MethodDescriptor(DescriptorBase):
+
+  """Descriptor for a method in a service.
+
+  Attributes:
+    name (str): Name of the method within the service.
+    full_name (str): Full name of method.
+    index (int): 0-indexed index of the method inside the service.
+    containing_service (ServiceDescriptor): The service that contains this
+      method.
+    input_type (Descriptor): The descriptor of the message that this method
+      accepts.
+    output_type (Descriptor): The descriptor of the message that this method
+      returns.
+    client_streaming (bool): Whether this method uses client streaming.
+    server_streaming (bool): Whether this method uses server streaming.
+    options (descriptor_pb2.MethodOptions or None): Method options message, or
+      None to use default method options.
+  """
+
+  if _USE_C_DESCRIPTORS:
+    _C_DESCRIPTOR_CLASS = _message.MethodDescriptor
+
+    def __new__(cls,
+                name,
+                full_name,
+                index,
+                containing_service,
+                input_type,
+                output_type,
+                client_streaming=False,
+                server_streaming=False,
+                options=None,
+                serialized_options=None,
+                create_key=None):
+      _message.Message._CheckCalledFromGeneratedFile()  # pylint: disable=protected-access
+      return _message.default_pool.FindMethodByName(full_name)
+
+  def __init__(self,
+               name,
+               full_name,
+               index,
+               containing_service,
+               input_type,
+               output_type,
+               client_streaming=False,
+               server_streaming=False,
+               options=None,
+               serialized_options=None,
+               create_key=None):
+    """The arguments are as described in the description of MethodDescriptor
+    attributes above.
+
+    Note that containing_service may be None, and may be set later if necessary.
+    """
+    if create_key is not _internal_create_key:
+      _Deprecated('MethodDescriptor')
+
+    super(MethodDescriptor, self).__init__(
+        options, serialized_options, 'MethodOptions')
+    self.name = name
+    self.full_name = full_name
+    self.index = index
+    self.containing_service = containing_service
+    self.input_type = input_type
+    self.output_type = output_type
+    self.client_streaming = client_streaming
+    self.server_streaming = server_streaming
+
+  def CopyToProto(self, proto):
+    """Copies this to a descriptor_pb2.MethodDescriptorProto.
+
+    Args:
+      proto (descriptor_pb2.MethodDescriptorProto): An empty descriptor proto.
+
+    Raises:
+      Error: If self couldn't be serialized, due to too few constructor
+        arguments.
+    """
+    if self.containing_service is not None:
+      from google.protobuf import descriptor_pb2
+      service_proto = descriptor_pb2.ServiceDescriptorProto()
+      self.containing_service.CopyToProto(service_proto)
+      proto.CopyFrom(service_proto.method[self.index])
+    else:
+      raise Error('Descriptor does not contain a service.')
+
+
+class FileDescriptor(DescriptorBase):
+  """Descriptor for a file. Mimics the descriptor_pb2.FileDescriptorProto.
+
+  Note that :attr:`enum_types_by_name`, :attr:`extensions_by_name`, and
+  :attr:`dependencies` fields are only set by the
+  :py:mod:`google.protobuf.message_factory` module, and not by the generated
+  proto code.
+
+  Attributes:
+    name (str): Name of file, relative to root of source tree.
+    package (str): Name of the package
+    syntax (str): string indicating syntax of the file (can be "proto2" or
+      "proto3")
+    serialized_pb (bytes): Byte string of serialized
+      :class:`descriptor_pb2.FileDescriptorProto`.
+    dependencies (list[FileDescriptor]): List of other :class:`FileDescriptor`
+      objects this :class:`FileDescriptor` depends on.
+    public_dependencies (list[FileDescriptor]): A subset of
+      :attr:`dependencies`, which were declared as "public".
+    message_types_by_name (dict(str, Descriptor)): Mapping from message names
+      to their :class:`Descriptor`.
+    enum_types_by_name (dict(str, EnumDescriptor)): Mapping from enum names to
+      their :class:`EnumDescriptor`.
+    extensions_by_name (dict(str, FieldDescriptor)): Mapping from extension
+      names declared at file scope to their :class:`FieldDescriptor`.
+    services_by_name (dict(str, ServiceDescriptor)): Mapping from services'
+      names to their :class:`ServiceDescriptor`.
+    pool (DescriptorPool): The pool this descriptor belongs to.  When not
+      passed to the constructor, the global default pool is used.
+  """
+
+  if _USE_C_DESCRIPTORS:
+    _C_DESCRIPTOR_CLASS = _message.FileDescriptor
+
+    def __new__(cls, name, package, options=None,
+                serialized_options=None, serialized_pb=None,
+                dependencies=None, public_dependencies=None,
+                syntax=None, pool=None, create_key=None):
+      # FileDescriptor() is called from various places, not only from generated
+      # files, to register dynamic proto files and messages.
+      # pylint: disable=g-explicit-bool-comparison
+      if serialized_pb == b'':
+        # Cpp generated code must be linked in if serialized_pb is ''
+        try:
+          return _message.default_pool.FindFileByName(name)
+        except KeyError:
+          raise RuntimeError('Please link in cpp generated lib for %s' % (name))
+      elif serialized_pb:
+        return _message.default_pool.AddSerializedFile(serialized_pb)
+      else:
+        return super(FileDescriptor, cls).__new__(cls)
+
+  def __init__(self, name, package, options=None,
+               serialized_options=None, serialized_pb=None,
+               dependencies=None, public_dependencies=None,
+               syntax=None, pool=None, create_key=None):
+    """Constructor."""
+    if create_key is not _internal_create_key:
+      _Deprecated('FileDescriptor')
+
+    super(FileDescriptor, self).__init__(
+        options, serialized_options, 'FileOptions')
+
+    if pool is None:
+      from google.protobuf import descriptor_pool
+      pool = descriptor_pool.Default()
+    self.pool = pool
+    self.message_types_by_name = {}
+    self.name = name
+    self.package = package
+    self.syntax = syntax or "proto2"
+    self.serialized_pb = serialized_pb
+
+    self.enum_types_by_name = {}
+    self.extensions_by_name = {}
+    self.services_by_name = {}
+    self.dependencies = (dependencies or [])
+    self.public_dependencies = (public_dependencies or [])
+
+  def CopyToProto(self, proto):
+    """Copies this to a descriptor_pb2.FileDescriptorProto.
+
+    Args:
+      proto: An empty descriptor_pb2.FileDescriptorProto.
+    """
+    proto.ParseFromString(self.serialized_pb)
+
+
+def _ParseOptions(message, string):
+  """Parses serialized options.
+
+  This helper function is used to parse serialized options in generated
+  proto2 files. It must not be used outside proto2.
+  """
+  message.ParseFromString(string)
+  return message
+
+
+def _ToCamelCase(name):
+  """Converts name to camel-case and returns it."""
+  capitalize_next = False
+  result = []
+
+  for c in name:
+    if c == '_':
+      if result:
+        capitalize_next = True
+    elif capitalize_next:
+      result.append(c.upper())
+      capitalize_next = False
+    else:
+      result += c
+
+  # Lower-case the first letter.
+  if result and result[0].isupper():
+    result[0] = result[0].lower()
+  return ''.join(result)
+
+
+def _OptionsOrNone(descriptor_proto):
+  """Returns the value of the field `options`, or None if it is not set."""
+  if descriptor_proto.HasField('options'):
+    return descriptor_proto.options
+  else:
+    return None
+
+
+def _ToJsonName(name):
+  """Converts name to Json name and returns it."""
+  capitalize_next = False
+  result = []
+
+  for c in name:
+    if c == '_':
+      capitalize_next = True
+    elif capitalize_next:
+      result.append(c.upper())
+      capitalize_next = False
+    else:
+      result += c
+
+  return ''.join(result)
+
+
+def MakeDescriptor(desc_proto, package='', build_file_if_cpp=True,
+                   syntax=None):
+  """Make a protobuf Descriptor given a DescriptorProto protobuf.
+
+  Handles nested descriptors. Note that this is limited to the scope of defining
+  a message inside of another message. Composite fields can currently only be
+  resolved if the message is defined in the same scope as the field.
+
+  Args:
+    desc_proto: The descriptor_pb2.DescriptorProto protobuf message.
+    package: Optional package name for the new message Descriptor (string).
+    build_file_if_cpp: Update the C++ descriptor pool if api matches.
+                       Set to False on recursion, so no duplicates are created.
+    syntax: The syntax/semantics that should be used.  Set to "proto3" to get
+            proto3 field presence semantics.
+  Returns:
+    A Descriptor for protobuf messages.
+  """
+  if api_implementation.Type() == 'cpp' and build_file_if_cpp:
+    # The C++ implementation requires all descriptors to be backed by the same
+    # definition in the C++ descriptor pool. To do this, we build a
+    # FileDescriptorProto with the same definition as this descriptor and build
+    # it into the pool.
+    from google.protobuf import descriptor_pb2
+    file_descriptor_proto = descriptor_pb2.FileDescriptorProto()
+    file_descriptor_proto.message_type.add().MergeFrom(desc_proto)
+
+    # Generate a random name for this proto file to prevent conflicts with any
+    # imported ones. We need to specify a file name so the descriptor pool
+    # accepts our FileDescriptorProto, but it is not important what that file
+    # name is actually set to.
+    proto_name = binascii.hexlify(os.urandom(16)).decode('ascii')
+
+    if package:
+      file_descriptor_proto.name = os.path.join(package.replace('.', '/'),
+                                                proto_name + '.proto')
+      file_descriptor_proto.package = package
+    else:
+      file_descriptor_proto.name = proto_name + '.proto'
+
+    _message.default_pool.Add(file_descriptor_proto)
+    result = _message.default_pool.FindFileByName(file_descriptor_proto.name)
+
+    if _USE_C_DESCRIPTORS:
+      return result.message_types_by_name[desc_proto.name]
+
+  full_message_name = [desc_proto.name]
+  if package: full_message_name.insert(0, package)
+
+  # Create Descriptors for enum types
+  enum_types = {}
+  for enum_proto in desc_proto.enum_type:
+    full_name = '.'.join(full_message_name + [enum_proto.name])
+    enum_desc = EnumDescriptor(
+        enum_proto.name, full_name, None, [
+            EnumValueDescriptor(enum_val.name, ii, enum_val.number,
+                                create_key=_internal_create_key)
+            for ii, enum_val in enumerate(enum_proto.value)],
+        create_key=_internal_create_key)
+    enum_types[full_name] = enum_desc
+
+  # Create Descriptors for nested types
+  nested_types = {}
+  for nested_proto in desc_proto.nested_type:
+    full_name = '.'.join(full_message_name + [nested_proto.name])
+    # Nested types are just those defined inside of the message, not all types
+    # used by fields in the message, so no loops are possible here.
+    nested_desc = MakeDescriptor(nested_proto,
+                                 package='.'.join(full_message_name),
+                                 build_file_if_cpp=False,
+                                 syntax=syntax)
+    nested_types[full_name] = nested_desc
+
+  fields = []
+  for field_proto in desc_proto.field:
+    full_name = '.'.join(full_message_name + [field_proto.name])
+    enum_desc = None
+    nested_desc = None
+    if field_proto.json_name:
+      json_name = field_proto.json_name
+    else:
+      json_name = None
+    if field_proto.HasField('type_name'):
+      type_name = field_proto.type_name
+      full_type_name = '.'.join(full_message_name +
+                                [type_name[type_name.rfind('.')+1:]])
+      if full_type_name in nested_types:
+        nested_desc = nested_types[full_type_name]
+      elif full_type_name in enum_types:
+        enum_desc = enum_types[full_type_name]
+      # Else type_name references a non-local type, which isn't implemented
+    field = FieldDescriptor(
+        field_proto.name, full_name, field_proto.number - 1,
+        field_proto.number, field_proto.type,
+        FieldDescriptor.ProtoTypeToCppProtoType(field_proto.type),
+        field_proto.label, None, nested_desc, enum_desc, None, False, None,
+        options=_OptionsOrNone(field_proto), has_default_value=False,
+        json_name=json_name, create_key=_internal_create_key)
+    fields.append(field)
+
+  desc_name = '.'.join(full_message_name)
+  return Descriptor(desc_proto.name, desc_name, None, None, fields,
+                    list(nested_types.values()), list(enum_types.values()), [],
+                    options=_OptionsOrNone(desc_proto),
+                    create_key=_internal_create_key)

PaddleOCR_ali1k_det_rec_300epoch_standalone/google/protobuf/descriptor_database.py

@@ -0,0 +1,177 @@
+# Protocol Buffers - Google's data interchange format
+# Copyright 2008 Google Inc.  All rights reserved.
+# https://developers.google.com/protocol-buffers/
+#
+# Redistribution and use in source and binary forms, with or without
+# modification, are permitted provided that the following conditions are
+# met:
+#
+#     * Redistributions of source code must retain the above copyright
+# notice, this list of conditions and the following disclaimer.
+#     * Redistributions in binary form must reproduce the above
+# copyright notice, this list of conditions and the following disclaimer
+# in the documentation and/or other materials provided with the
+# distribution.
+#     * Neither the name of Google Inc. nor the names of its
+# contributors may be used to endorse or promote products derived from
+# this software without specific prior written permission.
+#
+# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+# A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+# OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+"""Provides a container for DescriptorProtos."""
+
+__author__ = 'matthewtoia@google.com (Matt Toia)'
+
+import warnings
+
+
+class Error(Exception):
+  pass
+
+
+class DescriptorDatabaseConflictingDefinitionError(Error):
+  """Raised when a proto is added with the same name & different descriptor."""
+
+
+class DescriptorDatabase(object):
+  """A container accepting FileDescriptorProtos and maps DescriptorProtos."""
+
+  def __init__(self):
+    self._file_desc_protos_by_file = {}
+    self._file_desc_protos_by_symbol = {}
+
+  def Add(self, file_desc_proto):
+    """Adds the FileDescriptorProto and its types to this database.
+
+    Args:
+      file_desc_proto: The FileDescriptorProto to add.
+    Raises:
+      DescriptorDatabaseConflictingDefinitionError: if an attempt is made to
+        add a proto with the same name but different definition than an
+        existing proto in the database.
+    """
+    proto_name = file_desc_proto.name
+    if proto_name not in self._file_desc_protos_by_file:
+      self._file_desc_protos_by_file[proto_name] = file_desc_proto
+    elif self._file_desc_protos_by_file[proto_name] != file_desc_proto:
+      raise DescriptorDatabaseConflictingDefinitionError(
+          '%s already added, but with different descriptor.' % proto_name)
+    else:
+      return
+
+    # Add all the top-level descriptors to the index.
+    package = file_desc_proto.package
+    for message in file_desc_proto.message_type:
+      for name in _ExtractSymbols(message, package):
+        self._AddSymbol(name, file_desc_proto)
+    for enum in file_desc_proto.enum_type:
+      self._AddSymbol(('.'.join((package, enum.name))), file_desc_proto)
+      for enum_value in enum.value:
+        self._file_desc_protos_by_symbol[
+            '.'.join((package, enum_value.name))] = file_desc_proto
+    for extension in file_desc_proto.extension:
+      self._AddSymbol(('.'.join((package, extension.name))), file_desc_proto)
+    for service in file_desc_proto.service:
+      self._AddSymbol(('.'.join((package, service.name))), file_desc_proto)
+
+  def FindFileByName(self, name):
+    """Finds the file descriptor proto by file name.
+
+    Typically the file name is a relative path ending to a .proto file. The
+    proto with the given name will have to have been added to this database
+    using the Add method or else an error will be raised.
+
+    Args:
+      name: The file name to find.
+
+    Returns:
+      The file descriptor proto matching the name.
+
+    Raises:
+      KeyError if no file by the given name was added.
+    """
+
+    return self._file_desc_protos_by_file[name]
+
+  def FindFileContainingSymbol(self, symbol):
+    """Finds the file descriptor proto containing the specified symbol.
+
+    The symbol should be a fully qualified name including the file descriptor's
+    package and any containing messages. Some examples:
+
+    'some.package.name.Message'
+    'some.package.name.Message.NestedEnum'
+    'some.package.name.Message.some_field'
+
+    The file descriptor proto containing the specified symbol must be added to
+    this database using the Add method or else an error will be raised.
+
+    Args:
+      symbol: The fully qualified symbol name.
+
+    Returns:
+      The file descriptor proto containing the symbol.
+
+    Raises:
+      KeyError if no file contains the specified symbol.
+    """
+    try:
+      return self._file_desc_protos_by_symbol[symbol]
+    except KeyError:
+      # Fields, enum values, and nested extensions are not in
+      # _file_desc_protos_by_symbol. Try to find the top level
+      # descriptor. Non-existent nested symbol under a valid top level
+      # descriptor can also be found. The behavior is the same with
+      # protobuf C++.
+      top_level, _, _ = symbol.rpartition('.')
+      try:
+        return self._file_desc_protos_by_symbol[top_level]
+      except KeyError:
+        # Raise the original symbol as a KeyError for better diagnostics.
+        raise KeyError(symbol)
+
+  def FindFileContainingExtension(self, extendee_name, extension_number):
+    # TODO(jieluo): implement this API.
+    return None
+
+  def FindAllExtensionNumbers(self, extendee_name):
+    # TODO(jieluo): implement this API.
+    return []
+
+  def _AddSymbol(self, name, file_desc_proto):
+    if name in self._file_desc_protos_by_symbol:
+      warn_msg = ('Conflict register for file "' + file_desc_proto.name +
+                  '": ' + name +
+                  ' is already defined in file "' +
+                  self._file_desc_protos_by_symbol[name].name + '"')
+      warnings.warn(warn_msg, RuntimeWarning)
+    self._file_desc_protos_by_symbol[name] = file_desc_proto
+
+
+def _ExtractSymbols(desc_proto, package):
+  """Pulls out all the symbols from a descriptor proto.
+
+  Args:
+    desc_proto: The proto to extract symbols from.
+    package: The package containing the descriptor type.
+
+  Yields:
+    The fully qualified name found in the descriptor.
+  """
+  message_name = package + '.' + desc_proto.name if package else desc_proto.name
+  yield message_name
+  for nested_type in desc_proto.nested_type:
+    for symbol in _ExtractSymbols(nested_type, message_name):
+      yield symbol
+  for enum_type in desc_proto.enum_type:
+    yield '.'.join((message_name, enum_type.name))

PaddleOCR_ali1k_det_rec_300epoch_standalone/google/protobuf/descriptor_pool.py

@@ -0,0 +1,1295 @@
+# Protocol Buffers - Google's data interchange format
+# Copyright 2008 Google Inc.  All rights reserved.
+# https://developers.google.com/protocol-buffers/
+#
+# Redistribution and use in source and binary forms, with or without
+# modification, are permitted provided that the following conditions are
+# met:
+#
+#     * Redistributions of source code must retain the above copyright
+# notice, this list of conditions and the following disclaimer.
+#     * Redistributions in binary form must reproduce the above
+# copyright notice, this list of conditions and the following disclaimer
+# in the documentation and/or other materials provided with the
+# distribution.
+#     * Neither the name of Google Inc. nor the names of its
+# contributors may be used to endorse or promote products derived from
+# this software without specific prior written permission.
+#
+# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+# A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+# OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+"""Provides DescriptorPool to use as a container for proto2 descriptors.
+
+The DescriptorPool is used in conjection with a DescriptorDatabase to maintain
+a collection of protocol buffer descriptors for use when dynamically creating
+message types at runtime.
+
+For most applications protocol buffers should be used via modules generated by
+the protocol buffer compiler tool. This should only be used when the type of
+protocol buffers used in an application or library cannot be predetermined.
+
+Below is a straightforward example on how to use this class::
+
+  pool = DescriptorPool()
+  file_descriptor_protos = [ ... ]
+  for file_descriptor_proto in file_descriptor_protos:
+    pool.Add(file_descriptor_proto)
+  my_message_descriptor = pool.FindMessageTypeByName('some.package.MessageType')
+
+The message descriptor can be used in conjunction with the message_factory
+module in order to create a protocol buffer class that can be encoded and
+decoded.
+
+If you want to get a Python class for the specified proto, use the
+helper functions inside google.protobuf.message_factory
+directly instead of this class.
+"""
+
+__author__ = 'matthewtoia@google.com (Matt Toia)'
+
+import collections
+import warnings
+
+from google.protobuf import descriptor
+from google.protobuf import descriptor_database
+from google.protobuf import text_encoding
+
+
+_USE_C_DESCRIPTORS = descriptor._USE_C_DESCRIPTORS  # pylint: disable=protected-access
+
+
+def _Deprecated(func):
+  """Mark functions as deprecated."""
+
+  def NewFunc(*args, **kwargs):
+    warnings.warn(
+        'Call to deprecated function %s(). Note: Do add unlinked descriptors '
+        'to descriptor_pool is wrong. Use Add() or AddSerializedFile() '
+        'instead.' % func.__name__,
+        category=DeprecationWarning)
+    return func(*args, **kwargs)
+  NewFunc.__name__ = func.__name__
+  NewFunc.__doc__ = func.__doc__
+  NewFunc.__dict__.update(func.__dict__)
+  return NewFunc
+
+
+def _NormalizeFullyQualifiedName(name):
+  """Remove leading period from fully-qualified type name.
+
+  Due to b/13860351 in descriptor_database.py, types in the root namespace are
+  generated with a leading period. This function removes that prefix.
+
+  Args:
+    name (str): The fully-qualified symbol name.
+
+  Returns:
+    str: The normalized fully-qualified symbol name.
+  """
+  return name.lstrip('.')
+
+
+def _OptionsOrNone(descriptor_proto):
+  """Returns the value of the field `options`, or None if it is not set."""
+  if descriptor_proto.HasField('options'):
+    return descriptor_proto.options
+  else:
+    return None
+
+
+def _IsMessageSetExtension(field):
+  return (field.is_extension and
+          field.containing_type.has_options and
+          field.containing_type.GetOptions().message_set_wire_format and
+          field.type == descriptor.FieldDescriptor.TYPE_MESSAGE and
+          field.label == descriptor.FieldDescriptor.LABEL_OPTIONAL)
+
+
+class DescriptorPool(object):
+  """A collection of protobufs dynamically constructed by descriptor protos."""
+
+  if _USE_C_DESCRIPTORS:
+
+    def __new__(cls, descriptor_db=None):
+      # pylint: disable=protected-access
+      return descriptor._message.DescriptorPool(descriptor_db)
+
+  def __init__(self, descriptor_db=None):
+    """Initializes a Pool of proto buffs.
+
+    The descriptor_db argument to the constructor is provided to allow
+    specialized file descriptor proto lookup code to be triggered on demand. An
+    example would be an implementation which will read and compile a file
+    specified in a call to FindFileByName() and not require the call to Add()
+    at all. Results from this database will be cached internally here as well.
+
+    Args:
+      descriptor_db: A secondary source of file descriptors.
+    """
+
+    self._internal_db = descriptor_database.DescriptorDatabase()
+    self._descriptor_db = descriptor_db
+    self._descriptors = {}
+    self._enum_descriptors = {}
+    self._service_descriptors = {}
+    self._file_descriptors = {}
+    self._toplevel_extensions = {}
+    # TODO(jieluo): Remove _file_desc_by_toplevel_extension after
+    # maybe year 2020 for compatibility issue (with 3.4.1 only).
+    self._file_desc_by_toplevel_extension = {}
+    self._top_enum_values = {}
+    # We store extensions in two two-level mappings: The first key is the
+    # descriptor of the message being extended, the second key is the extension
+    # full name or its tag number.
+    self._extensions_by_name = collections.defaultdict(dict)
+    self._extensions_by_number = collections.defaultdict(dict)
+
+  def _CheckConflictRegister(self, desc, desc_name, file_name):
+    """Check if the descriptor name conflicts with another of the same name.
+
+    Args:
+      desc: Descriptor of a message, enum, service, extension or enum value.
+      desc_name (str): the full name of desc.
+      file_name (str): The file name of descriptor.
+    """
+    for register, descriptor_type in [
+        (self._descriptors, descriptor.Descriptor),
+        (self._enum_descriptors, descriptor.EnumDescriptor),
+        (self._service_descriptors, descriptor.ServiceDescriptor),
+        (self._toplevel_extensions, descriptor.FieldDescriptor),
+        (self._top_enum_values, descriptor.EnumValueDescriptor)]:
+      if desc_name in register:
+        old_desc = register[desc_name]
+        if isinstance(old_desc, descriptor.EnumValueDescriptor):
+          old_file = old_desc.type.file.name
+        else:
+          old_file = old_desc.file.name
+
+        if not isinstance(desc, descriptor_type) or (
+            old_file != file_name):
+          error_msg = ('Conflict register for file "' + file_name +
+                       '": ' + desc_name +
+                       ' is already defined in file "' +
+                       old_file + '". Please fix the conflict by adding '
+                       'package name on the proto file, or use different '
+                       'name for the duplication.')
+          if isinstance(desc, descriptor.EnumValueDescriptor):
+            error_msg += ('\nNote: enum values appear as '
+                          'siblings of the enum type instead of '
+                          'children of it.')
+
+          raise TypeError(error_msg)
+
+        return
+
+  def Add(self, file_desc_proto):
+    """Adds the FileDescriptorProto and its types to this pool.
+
+    Args:
+      file_desc_proto (FileDescriptorProto): The file descriptor to add.
+    """
+
+    self._internal_db.Add(file_desc_proto)
+
+  def AddSerializedFile(self, serialized_file_desc_proto):
+    """Adds the FileDescriptorProto and its types to this pool.
+
+    Args:
+      serialized_file_desc_proto (bytes): A bytes string, serialization of the
+        :class:`FileDescriptorProto` to add.
+
+    Returns:
+      FileDescriptor: Descriptor for the added file.
+    """
+
+    # pylint: disable=g-import-not-at-top
+    from google.protobuf import descriptor_pb2
+    file_desc_proto = descriptor_pb2.FileDescriptorProto.FromString(
+        serialized_file_desc_proto)
+    file_desc = self._ConvertFileProtoToFileDescriptor(file_desc_proto)
+    file_desc.serialized_pb = serialized_file_desc_proto
+    return file_desc
+
+  # Add Descriptor to descriptor pool is dreprecated. Please use Add()
+  # or AddSerializedFile() to add a FileDescriptorProto instead.
+  @_Deprecated
+  def AddDescriptor(self, desc):
+    self._AddDescriptor(desc)
+
+  # Never call this method. It is for internal usage only.
+  def _AddDescriptor(self, desc):
+    """Adds a Descriptor to the pool, non-recursively.
+
+    If the Descriptor contains nested messages or enums, the caller must
+    explicitly register them. This method also registers the FileDescriptor
+    associated with the message.
+
+    Args:
+      desc: A Descriptor.
+    """
+    if not isinstance(desc, descriptor.Descriptor):
+      raise TypeError('Expected instance of descriptor.Descriptor.')
+
+    self._CheckConflictRegister(desc, desc.full_name, desc.file.name)
+
+    self._descriptors[desc.full_name] = desc
+    self._AddFileDescriptor(desc.file)
+
+  # Add EnumDescriptor to descriptor pool is dreprecated. Please use Add()
+  # or AddSerializedFile() to add a FileDescriptorProto instead.
+  @_Deprecated
+  def AddEnumDescriptor(self, enum_desc):
+    self._AddEnumDescriptor(enum_desc)
+
+  # Never call this method. It is for internal usage only.
+  def _AddEnumDescriptor(self, enum_desc):
+    """Adds an EnumDescriptor to the pool.
+
+    This method also registers the FileDescriptor associated with the enum.
+
+    Args:
+      enum_desc: An EnumDescriptor.
+    """
+
+    if not isinstance(enum_desc, descriptor.EnumDescriptor):
+      raise TypeError('Expected instance of descriptor.EnumDescriptor.')
+
+    file_name = enum_desc.file.name
+    self._CheckConflictRegister(enum_desc, enum_desc.full_name, file_name)
+    self._enum_descriptors[enum_desc.full_name] = enum_desc
+
+    # Top enum values need to be indexed.
+    # Count the number of dots to see whether the enum is toplevel or nested
+    # in a message. We cannot use enum_desc.containing_type at this stage.
+    if enum_desc.file.package:
+      top_level = (enum_desc.full_name.count('.')
+                   - enum_desc.file.package.count('.') == 1)
+    else:
+      top_level = enum_desc.full_name.count('.') == 0
+    if top_level:
+      file_name = enum_desc.file.name
+      package = enum_desc.file.package
+      for enum_value in enum_desc.values:
+        full_name = _NormalizeFullyQualifiedName(
+            '.'.join((package, enum_value.name)))
+        self._CheckConflictRegister(enum_value, full_name, file_name)
+        self._top_enum_values[full_name] = enum_value
+    self._AddFileDescriptor(enum_desc.file)
+
+  # Add ServiceDescriptor to descriptor pool is dreprecated. Please use Add()
+  # or AddSerializedFile() to add a FileDescriptorProto instead.
+  @_Deprecated
+  def AddServiceDescriptor(self, service_desc):
+    self._AddServiceDescriptor(service_desc)
+
+  # Never call this method. It is for internal usage only.
+  def _AddServiceDescriptor(self, service_desc):
+    """Adds a ServiceDescriptor to the pool.
+
+    Args:
+      service_desc: A ServiceDescriptor.
+    """
+
+    if not isinstance(service_desc, descriptor.ServiceDescriptor):
+      raise TypeError('Expected instance of descriptor.ServiceDescriptor.')
+
+    self._CheckConflictRegister(service_desc, service_desc.full_name,
+                                service_desc.file.name)
+    self._service_descriptors[service_desc.full_name] = service_desc
+
+  # Add ExtensionDescriptor to descriptor pool is dreprecated. Please use Add()
+  # or AddSerializedFile() to add a FileDescriptorProto instead.
+  @_Deprecated
+  def AddExtensionDescriptor(self, extension):
+    self._AddExtensionDescriptor(extension)
+
+  # Never call this method. It is for internal usage only.
+  def _AddExtensionDescriptor(self, extension):
+    """Adds a FieldDescriptor describing an extension to the pool.
+
+    Args:
+      extension: A FieldDescriptor.
+
+    Raises:
+      AssertionError: when another extension with the same number extends the
+        same message.
+      TypeError: when the specified extension is not a
+        descriptor.FieldDescriptor.
+    """
+    if not (isinstance(extension, descriptor.FieldDescriptor) and
+            extension.is_extension):
+      raise TypeError('Expected an extension descriptor.')
+
+    if extension.extension_scope is None:
+      self._toplevel_extensions[extension.full_name] = extension
+
+    try:
+      existing_desc = self._extensions_by_number[
+          extension.containing_type][extension.number]
+    except KeyError:
+      pass
+    else:
+      if extension is not existing_desc:
+        raise AssertionError(
+            'Extensions "%s" and "%s" both try to extend message type "%s" '
+            'with field number %d.' %
+            (extension.full_name, existing_desc.full_name,
+             extension.containing_type.full_name, extension.number))
+
+    self._extensions_by_number[extension.containing_type][
+        extension.number] = extension
+    self._extensions_by_name[extension.containing_type][
+        extension.full_name] = extension
+
+    # Also register MessageSet extensions with the type name.
+    if _IsMessageSetExtension(extension):
+      self._extensions_by_name[extension.containing_type][
+          extension.message_type.full_name] = extension
+
+  @_Deprecated
+  def AddFileDescriptor(self, file_desc):
+    self._InternalAddFileDescriptor(file_desc)
+
+  # Never call this method. It is for internal usage only.
+  def _InternalAddFileDescriptor(self, file_desc):
+    """Adds a FileDescriptor to the pool, non-recursively.
+
+    If the FileDescriptor contains messages or enums, the caller must explicitly
+    register them.
+
+    Args:
+      file_desc: A FileDescriptor.
+    """
+
+    self._AddFileDescriptor(file_desc)
+    # TODO(jieluo): This is a temporary solution for FieldDescriptor.file.
+    # FieldDescriptor.file is added in code gen. Remove this solution after
+    # maybe 2020 for compatibility reason (with 3.4.1 only).
+    for extension in file_desc.extensions_by_name.values():
+      self._file_desc_by_toplevel_extension[
+          extension.full_name] = file_desc
+
+  def _AddFileDescriptor(self, file_desc):
+    """Adds a FileDescriptor to the pool, non-recursively.
+
+    If the FileDescriptor contains messages or enums, the caller must explicitly
+    register them.
+
+    Args:
+      file_desc: A FileDescriptor.
+    """
+
+    if not isinstance(file_desc, descriptor.FileDescriptor):
+      raise TypeError('Expected instance of descriptor.FileDescriptor.')
+    self._file_descriptors[file_desc.name] = file_desc
+
+  def FindFileByName(self, file_name):
+    """Gets a FileDescriptor by file name.
+
+    Args:
+      file_name (str): The path to the file to get a descriptor for.
+
+    Returns:
+      FileDescriptor: The descriptor for the named file.
+
+    Raises:
+      KeyError: if the file cannot be found in the pool.
+    """
+
+    try:
+      return self._file_descriptors[file_name]
+    except KeyError:
+      pass
+
+    try:
+      file_proto = self._internal_db.FindFileByName(file_name)
+    except KeyError as error:
+      if self._descriptor_db:
+        file_proto = self._descriptor_db.FindFileByName(file_name)
+      else:
+        raise error
+    if not file_proto:
+      raise KeyError('Cannot find a file named %s' % file_name)
+    return self._ConvertFileProtoToFileDescriptor(file_proto)
+
+  def FindFileContainingSymbol(self, symbol):
+    """Gets the FileDescriptor for the file containing the specified symbol.
+
+    Args:
+      symbol (str): The name of the symbol to search for.
+
+    Returns:
+      FileDescriptor: Descriptor for the file that contains the specified
+      symbol.
+
+    Raises:
+      KeyError: if the file cannot be found in the pool.
+    """
+
+    symbol = _NormalizeFullyQualifiedName(symbol)
+    try:
+      return self._InternalFindFileContainingSymbol(symbol)
+    except KeyError:
+      pass
+
+    try:
+      # Try fallback database. Build and find again if possible.
+      self._FindFileContainingSymbolInDb(symbol)
+      return self._InternalFindFileContainingSymbol(symbol)
+    except KeyError:
+      raise KeyError('Cannot find a file containing %s' % symbol)
+
+  def _InternalFindFileContainingSymbol(self, symbol):
+    """Gets the already built FileDescriptor containing the specified symbol.
+
+    Args:
+      symbol (str): The name of the symbol to search for.
+
+    Returns:
+      FileDescriptor: Descriptor for the file that contains the specified
+      symbol.
+
+    Raises:
+      KeyError: if the file cannot be found in the pool.
+    """
+    try:
+      return self._descriptors[symbol].file
+    except KeyError:
+      pass
+
+    try:
+      return self._enum_descriptors[symbol].file
+    except KeyError:
+      pass
+
+    try:
+      return self._service_descriptors[symbol].file
+    except KeyError:
+      pass
+
+    try:
+      return self._top_enum_values[symbol].type.file
+    except KeyError:
+      pass
+
+    try:
+      return self._file_desc_by_toplevel_extension[symbol]
+    except KeyError:
+      pass
+
+    # Try fields, enum values and nested extensions inside a message.
+    top_name, _, sub_name = symbol.rpartition('.')
+    try:
+      message = self.FindMessageTypeByName(top_name)
+      assert (sub_name in message.extensions_by_name or
+              sub_name in message.fields_by_name or
+              sub_name in message.enum_values_by_name)
+      return message.file
+    except (KeyError, AssertionError):
+      raise KeyError('Cannot find a file containing %s' % symbol)
+
+  def FindMessageTypeByName(self, full_name):
+    """Loads the named descriptor from the pool.
+
+    Args:
+      full_name (str): The full name of the descriptor to load.
+
+    Returns:
+      Descriptor: The descriptor for the named type.
+
+    Raises:
+      KeyError: if the message cannot be found in the pool.
+    """
+
+    full_name = _NormalizeFullyQualifiedName(full_name)
+    if full_name not in self._descriptors:
+      self._FindFileContainingSymbolInDb(full_name)
+    return self._descriptors[full_name]
+
+  def FindEnumTypeByName(self, full_name):
+    """Loads the named enum descriptor from the pool.
+
+    Args:
+      full_name (str): The full name of the enum descriptor to load.
+
+    Returns:
+      EnumDescriptor: The enum descriptor for the named type.
+
+    Raises:
+      KeyError: if the enum cannot be found in the pool.
+    """
+
+    full_name = _NormalizeFullyQualifiedName(full_name)
+    if full_name not in self._enum_descriptors:
+      self._FindFileContainingSymbolInDb(full_name)
+    return self._enum_descriptors[full_name]
+
+  def FindFieldByName(self, full_name):
+    """Loads the named field descriptor from the pool.
+
+    Args:
+      full_name (str): The full name of the field descriptor to load.
+
+    Returns:
+      FieldDescriptor: The field descriptor for the named field.
+
+    Raises:
+      KeyError: if the field cannot be found in the pool.
+    """
+    full_name = _NormalizeFullyQualifiedName(full_name)
+    message_name, _, field_name = full_name.rpartition('.')
+    message_descriptor = self.FindMessageTypeByName(message_name)
+    return message_descriptor.fields_by_name[field_name]
+
+  def FindOneofByName(self, full_name):
+    """Loads the named oneof descriptor from the pool.
+
+    Args:
+      full_name (str): The full name of the oneof descriptor to load.
+
+    Returns:
+      OneofDescriptor: The oneof descriptor for the named oneof.
+
+    Raises:
+      KeyError: if the oneof cannot be found in the pool.
+    """
+    full_name = _NormalizeFullyQualifiedName(full_name)
+    message_name, _, oneof_name = full_name.rpartition('.')
+    message_descriptor = self.FindMessageTypeByName(message_name)
+    return message_descriptor.oneofs_by_name[oneof_name]
+
+  def FindExtensionByName(self, full_name):
+    """Loads the named extension descriptor from the pool.
+
+    Args:
+      full_name (str): The full name of the extension descriptor to load.
+
+    Returns:
+      FieldDescriptor: The field descriptor for the named extension.
+
+    Raises:
+      KeyError: if the extension cannot be found in the pool.
+    """
+    full_name = _NormalizeFullyQualifiedName(full_name)
+    try:
+      # The proto compiler does not give any link between the FileDescriptor
+      # and top-level extensions unless the FileDescriptorProto is added to
+      # the DescriptorDatabase, but this can impact memory usage.
+      # So we registered these extensions by name explicitly.
+      return self._toplevel_extensions[full_name]
+    except KeyError:
+      pass
+    message_name, _, extension_name = full_name.rpartition('.')
+    try:
+      # Most extensions are nested inside a message.
+      scope = self.FindMessageTypeByName(message_name)
+    except KeyError:
+      # Some extensions are defined at file scope.
+      scope = self._FindFileContainingSymbolInDb(full_name)
+    return scope.extensions_by_name[extension_name]
+
+  def FindExtensionByNumber(self, message_descriptor, number):
+    """Gets the extension of the specified message with the specified number.
+
+    Extensions have to be registered to this pool by calling :func:`Add` or
+    :func:`AddExtensionDescriptor`.
+
+    Args:
+      message_descriptor (Descriptor): descriptor of the extended message.
+      number (int): Number of the extension field.
+
+    Returns:
+      FieldDescriptor: The descriptor for the extension.
+
+    Raises:
+      KeyError: when no extension with the given number is known for the
+        specified message.
+    """
+    try:
+      return self._extensions_by_number[message_descriptor][number]
+    except KeyError:
+      self._TryLoadExtensionFromDB(message_descriptor, number)
+      return self._extensions_by_number[message_descriptor][number]
+
+  def FindAllExtensions(self, message_descriptor):
+    """Gets all the known extensions of a given message.
+
+    Extensions have to be registered to this pool by build related
+    :func:`Add` or :func:`AddExtensionDescriptor`.
+
+    Args:
+      message_descriptor (Descriptor): Descriptor of the extended message.
+
+    Returns:
+      list[FieldDescriptor]: Field descriptors describing the extensions.
+    """
+    # Fallback to descriptor db if FindAllExtensionNumbers is provided.
+    if self._descriptor_db and hasattr(
+        self._descriptor_db, 'FindAllExtensionNumbers'):
+      full_name = message_descriptor.full_name
+      all_numbers = self._descriptor_db.FindAllExtensionNumbers(full_name)
+      for number in all_numbers:
+        if number in self._extensions_by_number[message_descriptor]:
+          continue
+        self._TryLoadExtensionFromDB(message_descriptor, number)
+
+    return list(self._extensions_by_number[message_descriptor].values())
+
+  def _TryLoadExtensionFromDB(self, message_descriptor, number):
+    """Try to Load extensions from descriptor db.
+
+    Args:
+      message_descriptor: descriptor of the extended message.
+      number: the extension number that needs to be loaded.
+    """
+    if not self._descriptor_db:
+      return
+    # Only supported when FindFileContainingExtension is provided.
+    if not hasattr(
+        self._descriptor_db, 'FindFileContainingExtension'):
+      return
+
+    full_name = message_descriptor.full_name
+    file_proto = self._descriptor_db.FindFileContainingExtension(
+        full_name, number)
+
+    if file_proto is None:
+      return
+
+    try:
+      self._ConvertFileProtoToFileDescriptor(file_proto)
+    except:
+      warn_msg = ('Unable to load proto file %s for extension number %d.' %
+                  (file_proto.name, number))
+      warnings.warn(warn_msg, RuntimeWarning)
+
+  def FindServiceByName(self, full_name):
+    """Loads the named service descriptor from the pool.
+
+    Args:
+      full_name (str): The full name of the service descriptor to load.
+
+    Returns:
+      ServiceDescriptor: The service descriptor for the named service.
+
+    Raises:
+      KeyError: if the service cannot be found in the pool.
+    """
+    full_name = _NormalizeFullyQualifiedName(full_name)
+    if full_name not in self._service_descriptors:
+      self._FindFileContainingSymbolInDb(full_name)
+    return self._service_descriptors[full_name]
+
+  def FindMethodByName(self, full_name):
+    """Loads the named service method descriptor from the pool.
+
+    Args:
+      full_name (str): The full name of the method descriptor to load.
+
+    Returns:
+      MethodDescriptor: The method descriptor for the service method.
+
+    Raises:
+      KeyError: if the method cannot be found in the pool.
+    """
+    full_name = _NormalizeFullyQualifiedName(full_name)
+    service_name, _, method_name = full_name.rpartition('.')
+    service_descriptor = self.FindServiceByName(service_name)
+    return service_descriptor.methods_by_name[method_name]
+
+  def _FindFileContainingSymbolInDb(self, symbol):
+    """Finds the file in descriptor DB containing the specified symbol.
+
+    Args:
+      symbol (str): The name of the symbol to search for.
+
+    Returns:
+      FileDescriptor: The file that contains the specified symbol.
+
+    Raises:
+      KeyError: if the file cannot be found in the descriptor database.
+    """
+    try:
+      file_proto = self._internal_db.FindFileContainingSymbol(symbol)
+    except KeyError as error:
+      if self._descriptor_db:
+        file_proto = self._descriptor_db.FindFileContainingSymbol(symbol)
+      else:
+        raise error
+    if not file_proto:
+      raise KeyError('Cannot find a file containing %s' % symbol)
+    return self._ConvertFileProtoToFileDescriptor(file_proto)
+
+  def _ConvertFileProtoToFileDescriptor(self, file_proto):
+    """Creates a FileDescriptor from a proto or returns a cached copy.
+
+    This method also has the side effect of loading all the symbols found in
+    the file into the appropriate dictionaries in the pool.
+
+    Args:
+      file_proto: The proto to convert.
+
+    Returns:
+      A FileDescriptor matching the passed in proto.
+    """
+    if file_proto.name not in self._file_descriptors:
+      built_deps = list(self._GetDeps(file_proto.dependency))
+      direct_deps = [self.FindFileByName(n) for n in file_proto.dependency]
+      public_deps = [direct_deps[i] for i in file_proto.public_dependency]
+
+      file_descriptor = descriptor.FileDescriptor(
+          pool=self,
+          name=file_proto.name,
+          package=file_proto.package,
+          syntax=file_proto.syntax,
+          options=_OptionsOrNone(file_proto),
+          serialized_pb=file_proto.SerializeToString(),
+          dependencies=direct_deps,
+          public_dependencies=public_deps,
+          # pylint: disable=protected-access
+          create_key=descriptor._internal_create_key)
+      scope = {}
+
+      # This loop extracts all the message and enum types from all the
+      # dependencies of the file_proto. This is necessary to create the
+      # scope of available message types when defining the passed in
+      # file proto.
+      for dependency in built_deps:
+        scope.update(self._ExtractSymbols(
+            dependency.message_types_by_name.values()))
+        scope.update((_PrefixWithDot(enum.full_name), enum)
+                     for enum in dependency.enum_types_by_name.values())
+
+      for message_type in file_proto.message_type:
+        message_desc = self._ConvertMessageDescriptor(
+            message_type, file_proto.package, file_descriptor, scope,
+            file_proto.syntax)
+        file_descriptor.message_types_by_name[message_desc.name] = (
+            message_desc)
+
+      for enum_type in file_proto.enum_type:
+        file_descriptor.enum_types_by_name[enum_type.name] = (
+            self._ConvertEnumDescriptor(enum_type, file_proto.package,
+                                        file_descriptor, None, scope, True))
+
+      for index, extension_proto in enumerate(file_proto.extension):
+        extension_desc = self._MakeFieldDescriptor(
+            extension_proto, file_proto.package, index, file_descriptor,
+            is_extension=True)
+        extension_desc.containing_type = self._GetTypeFromScope(
+            file_descriptor.package, extension_proto.extendee, scope)
+        self._SetFieldType(extension_proto, extension_desc,
+                           file_descriptor.package, scope)
+        file_descriptor.extensions_by_name[extension_desc.name] = (
+            extension_desc)
+        self._file_desc_by_toplevel_extension[extension_desc.full_name] = (
+            file_descriptor)
+
+      for desc_proto in file_proto.message_type:
+        self._SetAllFieldTypes(file_proto.package, desc_proto, scope)
+
+      if file_proto.package:
+        desc_proto_prefix = _PrefixWithDot(file_proto.package)
+      else:
+        desc_proto_prefix = ''
+
+      for desc_proto in file_proto.message_type:
+        desc = self._GetTypeFromScope(
+            desc_proto_prefix, desc_proto.name, scope)
+        file_descriptor.message_types_by_name[desc_proto.name] = desc
+
+      for index, service_proto in enumerate(file_proto.service):
+        file_descriptor.services_by_name[service_proto.name] = (
+            self._MakeServiceDescriptor(service_proto, index, scope,
+                                        file_proto.package, file_descriptor))
+
+      self._file_descriptors[file_proto.name] = file_descriptor
+
+    # Add extensions to the pool
+    file_desc = self._file_descriptors[file_proto.name]
+    for extension in file_desc.extensions_by_name.values():
+      self._AddExtensionDescriptor(extension)
+    for message_type in file_desc.message_types_by_name.values():
+      for extension in message_type.extensions:
+        self._AddExtensionDescriptor(extension)
+
+    return file_desc
+
+  def _ConvertMessageDescriptor(self, desc_proto, package=None, file_desc=None,
+                                scope=None, syntax=None):
+    """Adds the proto to the pool in the specified package.
+
+    Args:
+      desc_proto: The descriptor_pb2.DescriptorProto protobuf message.
+      package: The package the proto should be located in.
+      file_desc: The file containing this message.
+      scope: Dict mapping short and full symbols to message and enum types.
+      syntax: string indicating syntax of the file ("proto2" or "proto3")
+
+    Returns:
+      The added descriptor.
+    """
+
+    if package:
+      desc_name = '.'.join((package, desc_proto.name))
+    else:
+      desc_name = desc_proto.name
+
+    if file_desc is None:
+      file_name = None
+    else:
+      file_name = file_desc.name
+
+    if scope is None:
+      scope = {}
+
+    nested = [
+        self._ConvertMessageDescriptor(
+            nested, desc_name, file_desc, scope, syntax)
+        for nested in desc_proto.nested_type]
+    enums = [
+        self._ConvertEnumDescriptor(enum, desc_name, file_desc, None,
+                                    scope, False)
+        for enum in desc_proto.enum_type]
+    fields = [self._MakeFieldDescriptor(field, desc_name, index, file_desc)
+              for index, field in enumerate(desc_proto.field)]
+    extensions = [
+        self._MakeFieldDescriptor(extension, desc_name, index, file_desc,
+                                  is_extension=True)
+        for index, extension in enumerate(desc_proto.extension)]
+    oneofs = [
+        # pylint: disable=g-complex-comprehension
+        descriptor.OneofDescriptor(
+            desc.name,
+            '.'.join((desc_name, desc.name)),
+            index,
+            None,
+            [],
+            _OptionsOrNone(desc),
+            # pylint: disable=protected-access
+            create_key=descriptor._internal_create_key)
+        for index, desc in enumerate(desc_proto.oneof_decl)
+    ]
+    extension_ranges = [(r.start, r.end) for r in desc_proto.extension_range]
+    if extension_ranges:
+      is_extendable = True
+    else:
+      is_extendable = False
+    desc = descriptor.Descriptor(
+        name=desc_proto.name,
+        full_name=desc_name,
+        filename=file_name,
+        containing_type=None,
+        fields=fields,
+        oneofs=oneofs,
+        nested_types=nested,
+        enum_types=enums,
+        extensions=extensions,
+        options=_OptionsOrNone(desc_proto),
+        is_extendable=is_extendable,
+        extension_ranges=extension_ranges,
+        file=file_desc,
+        serialized_start=None,
+        serialized_end=None,
+        syntax=syntax,
+        # pylint: disable=protected-access
+        create_key=descriptor._internal_create_key)
+    for nested in desc.nested_types:
+      nested.containing_type = desc
+    for enum in desc.enum_types:
+      enum.containing_type = desc
+    for field_index, field_desc in enumerate(desc_proto.field):
+      if field_desc.HasField('oneof_index'):
+        oneof_index = field_desc.oneof_index
+        oneofs[oneof_index].fields.append(fields[field_index])
+        fields[field_index].containing_oneof = oneofs[oneof_index]
+
+    scope[_PrefixWithDot(desc_name)] = desc
+    self._CheckConflictRegister(desc, desc.full_name, desc.file.name)
+    self._descriptors[desc_name] = desc
+    return desc
+
+  def _ConvertEnumDescriptor(self, enum_proto, package=None, file_desc=None,
+                             containing_type=None, scope=None, top_level=False):
+    """Make a protobuf EnumDescriptor given an EnumDescriptorProto protobuf.
+
+    Args:
+      enum_proto: The descriptor_pb2.EnumDescriptorProto protobuf message.
+      package: Optional package name for the new message EnumDescriptor.
+      file_desc: The file containing the enum descriptor.
+      containing_type: The type containing this enum.
+      scope: Scope containing available types.
+      top_level: If True, the enum is a top level symbol. If False, the enum
+          is defined inside a message.
+
+    Returns:
+      The added descriptor
+    """
+
+    if package:
+      enum_name = '.'.join((package, enum_proto.name))
+    else:
+      enum_name = enum_proto.name
+
+    if file_desc is None:
+      file_name = None
+    else:
+      file_name = file_desc.name
+
+    values = [self._MakeEnumValueDescriptor(value, index)
+              for index, value in enumerate(enum_proto.value)]
+    desc = descriptor.EnumDescriptor(name=enum_proto.name,
+                                     full_name=enum_name,
+                                     filename=file_name,
+                                     file=file_desc,
+                                     values=values,
+                                     containing_type=containing_type,
+                                     options=_OptionsOrNone(enum_proto),
+                                     # pylint: disable=protected-access
+                                     create_key=descriptor._internal_create_key)
+    scope['.%s' % enum_name] = desc
+    self._CheckConflictRegister(desc, desc.full_name, desc.file.name)
+    self._enum_descriptors[enum_name] = desc
+
+    # Add top level enum values.
+    if top_level:
+      for value in values:
+        full_name = _NormalizeFullyQualifiedName(
+            '.'.join((package, value.name)))
+        self._CheckConflictRegister(value, full_name, file_name)
+        self._top_enum_values[full_name] = value
+
+    return desc
+
+  def _MakeFieldDescriptor(self, field_proto, message_name, index,
+                           file_desc, is_extension=False):
+    """Creates a field descriptor from a FieldDescriptorProto.
+
+    For message and enum type fields, this method will do a look up
+    in the pool for the appropriate descriptor for that type. If it
+    is unavailable, it will fall back to the _source function to
+    create it. If this type is still unavailable, construction will
+    fail.
+
+    Args:
+      field_proto: The proto describing the field.
+      message_name: The name of the containing message.
+      index: Index of the field
+      file_desc: The file containing the field descriptor.
+      is_extension: Indication that this field is for an extension.
+
+    Returns:
+      An initialized FieldDescriptor object
+    """
+
+    if message_name:
+      full_name = '.'.join((message_name, field_proto.name))
+    else:
+      full_name = field_proto.name
+
+    if field_proto.json_name:
+      json_name = field_proto.json_name
+    else:
+      json_name = None
+
+    return descriptor.FieldDescriptor(
+        name=field_proto.name,
+        full_name=full_name,
+        index=index,
+        number=field_proto.number,
+        type=field_proto.type,
+        cpp_type=None,
+        message_type=None,
+        enum_type=None,
+        containing_type=None,
+        label=field_proto.label,
+        has_default_value=False,
+        default_value=None,
+        is_extension=is_extension,
+        extension_scope=None,
+        options=_OptionsOrNone(field_proto),
+        json_name=json_name,
+        file=file_desc,
+        # pylint: disable=protected-access
+        create_key=descriptor._internal_create_key)
+
+  def _SetAllFieldTypes(self, package, desc_proto, scope):
+    """Sets all the descriptor's fields's types.
+
+    This method also sets the containing types on any extensions.
+
+    Args:
+      package: The current package of desc_proto.
+      desc_proto: The message descriptor to update.
+      scope: Enclosing scope of available types.
+    """
+
+    package = _PrefixWithDot(package)
+
+    main_desc = self._GetTypeFromScope(package, desc_proto.name, scope)
+
+    if package == '.':
+      nested_package = _PrefixWithDot(desc_proto.name)
+    else:
+      nested_package = '.'.join([package, desc_proto.name])
+
+    for field_proto, field_desc in zip(desc_proto.field, main_desc.fields):
+      self._SetFieldType(field_proto, field_desc, nested_package, scope)
+
+    for extension_proto, extension_desc in (
+        zip(desc_proto.extension, main_desc.extensions)):
+      extension_desc.containing_type = self._GetTypeFromScope(
+          nested_package, extension_proto.extendee, scope)
+      self._SetFieldType(extension_proto, extension_desc, nested_package, scope)
+
+    for nested_type in desc_proto.nested_type:
+      self._SetAllFieldTypes(nested_package, nested_type, scope)
+
+  def _SetFieldType(self, field_proto, field_desc, package, scope):
+    """Sets the field's type, cpp_type, message_type and enum_type.
+
+    Args:
+      field_proto: Data about the field in proto format.
+      field_desc: The descriptor to modify.
+      package: The package the field's container is in.
+      scope: Enclosing scope of available types.
+    """
+    if field_proto.type_name:
+      desc = self._GetTypeFromScope(package, field_proto.type_name, scope)
+    else:
+      desc = None
+
+    if not field_proto.HasField('type'):
+      if isinstance(desc, descriptor.Descriptor):
+        field_proto.type = descriptor.FieldDescriptor.TYPE_MESSAGE
+      else:
+        field_proto.type = descriptor.FieldDescriptor.TYPE_ENUM
+
+    field_desc.cpp_type = descriptor.FieldDescriptor.ProtoTypeToCppProtoType(
+        field_proto.type)
+
+    if (field_proto.type == descriptor.FieldDescriptor.TYPE_MESSAGE
+        or field_proto.type == descriptor.FieldDescriptor.TYPE_GROUP):
+      field_desc.message_type = desc
+
+    if field_proto.type == descriptor.FieldDescriptor.TYPE_ENUM:
+      field_desc.enum_type = desc
+
+    if field_proto.label == descriptor.FieldDescriptor.LABEL_REPEATED:
+      field_desc.has_default_value = False
+      field_desc.default_value = []
+    elif field_proto.HasField('default_value'):
+      field_desc.has_default_value = True
+      if (field_proto.type == descriptor.FieldDescriptor.TYPE_DOUBLE or
+          field_proto.type == descriptor.FieldDescriptor.TYPE_FLOAT):
+        field_desc.default_value = float(field_proto.default_value)
+      elif field_proto.type == descriptor.FieldDescriptor.TYPE_STRING:
+        field_desc.default_value = field_proto.default_value
+      elif field_proto.type == descriptor.FieldDescriptor.TYPE_BOOL:
+        field_desc.default_value = field_proto.default_value.lower() == 'true'
+      elif field_proto.type == descriptor.FieldDescriptor.TYPE_ENUM:
+        field_desc.default_value = field_desc.enum_type.values_by_name[
+            field_proto.default_value].number
+      elif field_proto.type == descriptor.FieldDescriptor.TYPE_BYTES:
+        field_desc.default_value = text_encoding.CUnescape(
+            field_proto.default_value)
+      elif field_proto.type == descriptor.FieldDescriptor.TYPE_MESSAGE:
+        field_desc.default_value = None
+      else:
+        # All other types are of the "int" type.
+        field_desc.default_value = int(field_proto.default_value)
+    else:
+      field_desc.has_default_value = False
+      if (field_proto.type == descriptor.FieldDescriptor.TYPE_DOUBLE or
+          field_proto.type == descriptor.FieldDescriptor.TYPE_FLOAT):
+        field_desc.default_value = 0.0
+      elif field_proto.type == descriptor.FieldDescriptor.TYPE_STRING:
+        field_desc.default_value = u''
+      elif field_proto.type == descriptor.FieldDescriptor.TYPE_BOOL:
+        field_desc.default_value = False
+      elif field_proto.type == descriptor.FieldDescriptor.TYPE_ENUM:
+        field_desc.default_value = field_desc.enum_type.values[0].number
+      elif field_proto.type == descriptor.FieldDescriptor.TYPE_BYTES:
+        field_desc.default_value = b''
+      elif field_proto.type == descriptor.FieldDescriptor.TYPE_MESSAGE:
+        field_desc.default_value = None
+      elif field_proto.type == descriptor.FieldDescriptor.TYPE_GROUP:
+        field_desc.default_value = None
+      else:
+        # All other types are of the "int" type.
+        field_desc.default_value = 0
+
+    field_desc.type = field_proto.type
+
+  def _MakeEnumValueDescriptor(self, value_proto, index):
+    """Creates a enum value descriptor object from a enum value proto.
+
+    Args:
+      value_proto: The proto describing the enum value.
+      index: The index of the enum value.
+
+    Returns:
+      An initialized EnumValueDescriptor object.
+    """
+
+    return descriptor.EnumValueDescriptor(
+        name=value_proto.name,
+        index=index,
+        number=value_proto.number,
+        options=_OptionsOrNone(value_proto),
+        type=None,
+        # pylint: disable=protected-access
+        create_key=descriptor._internal_create_key)
+
+  def _MakeServiceDescriptor(self, service_proto, service_index, scope,
+                             package, file_desc):
+    """Make a protobuf ServiceDescriptor given a ServiceDescriptorProto.
+
+    Args:
+      service_proto: The descriptor_pb2.ServiceDescriptorProto protobuf message.
+      service_index: The index of the service in the File.
+      scope: Dict mapping short and full symbols to message and enum types.
+      package: Optional package name for the new message EnumDescriptor.
+      file_desc: The file containing the service descriptor.
+
+    Returns:
+      The added descriptor.
+    """
+
+    if package:
+      service_name = '.'.join((package, service_proto.name))
+    else:
+      service_name = service_proto.name
+
+    methods = [self._MakeMethodDescriptor(method_proto, service_name, package,
+                                          scope, index)
+               for index, method_proto in enumerate(service_proto.method)]
+    desc = descriptor.ServiceDescriptor(
+        name=service_proto.name,
+        full_name=service_name,
+        index=service_index,
+        methods=methods,
+        options=_OptionsOrNone(service_proto),
+        file=file_desc,
+        # pylint: disable=protected-access
+        create_key=descriptor._internal_create_key)
+    self._CheckConflictRegister(desc, desc.full_name, desc.file.name)
+    self._service_descriptors[service_name] = desc
+    return desc
+
+  def _MakeMethodDescriptor(self, method_proto, service_name, package, scope,
+                            index):
+    """Creates a method descriptor from a MethodDescriptorProto.
+
+    Args:
+      method_proto: The proto describing the method.
+      service_name: The name of the containing service.
+      package: Optional package name to look up for types.
+      scope: Scope containing available types.
+      index: Index of the method in the service.
+
+    Returns:
+      An initialized MethodDescriptor object.
+    """
+    full_name = '.'.join((service_name, method_proto.name))
+    input_type = self._GetTypeFromScope(
+        package, method_proto.input_type, scope)
+    output_type = self._GetTypeFromScope(
+        package, method_proto.output_type, scope)
+    return descriptor.MethodDescriptor(
+        name=method_proto.name,
+        full_name=full_name,
+        index=index,
+        containing_service=None,
+        input_type=input_type,
+        output_type=output_type,
+        client_streaming=method_proto.client_streaming,
+        server_streaming=method_proto.server_streaming,
+        options=_OptionsOrNone(method_proto),
+        # pylint: disable=protected-access
+        create_key=descriptor._internal_create_key)
+
+  def _ExtractSymbols(self, descriptors):
+    """Pulls out all the symbols from descriptor protos.
+
+    Args:
+      descriptors: The messages to extract descriptors from.
+    Yields:
+      A two element tuple of the type name and descriptor object.
+    """
+
+    for desc in descriptors:
+      yield (_PrefixWithDot(desc.full_name), desc)
+      for symbol in self._ExtractSymbols(desc.nested_types):
+        yield symbol
+      for enum in desc.enum_types:
+        yield (_PrefixWithDot(enum.full_name), enum)
+
+  def _GetDeps(self, dependencies, visited=None):
+    """Recursively finds dependencies for file protos.
+
+    Args:
+      dependencies: The names of the files being depended on.
+      visited: The names of files already found.
+
+    Yields:
+      Each direct and indirect dependency.
+    """
+
+    visited = visited or set()
+    for dependency in dependencies:
+      if dependency not in visited:
+        visited.add(dependency)
+        dep_desc = self.FindFileByName(dependency)
+        yield dep_desc
+        public_files = [d.name for d in dep_desc.public_dependencies]
+        yield from self._GetDeps(public_files, visited)
+
+  def _GetTypeFromScope(self, package, type_name, scope):
+    """Finds a given type name in the current scope.
+
+    Args:
+      package: The package the proto should be located in.
+      type_name: The name of the type to be found in the scope.
+      scope: Dict mapping short and full symbols to message and enum types.
+
+    Returns:
+      The descriptor for the requested type.
+    """
+    if type_name not in scope:
+      components = _PrefixWithDot(package).split('.')
+      while components:
+        possible_match = '.'.join(components + [type_name])
+        if possible_match in scope:
+          type_name = possible_match
+          break
+        else:
+          components.pop(-1)
+    return scope[type_name]
+
+
+def _PrefixWithDot(name):
+  return name if name.startswith('.') else '.%s' % name
+
+
+if _USE_C_DESCRIPTORS:
+  # TODO(amauryfa): This pool could be constructed from Python code, when we
+  # support a flag like 'use_cpp_generated_pool=True'.
+  # pylint: disable=protected-access
+  _DEFAULT = descriptor._message.default_pool
+else:
+  _DEFAULT = DescriptorPool()
+
+
+def Default():
+  return _DEFAULT

PaddleOCR_ali1k_det_rec_300epoch_standalone/google/protobuf/duration_pb2.py

@@ -0,0 +1,26 @@
+# -*- coding: utf-8 -*-
+# Generated by the protocol buffer compiler.  DO NOT EDIT!
+# source: google/protobuf/duration.proto
+"""Generated protocol buffer code."""
+from google.protobuf.internal import builder as _builder
+from google.protobuf import descriptor as _descriptor
+from google.protobuf import descriptor_pool as _descriptor_pool
+from google.protobuf import symbol_database as _symbol_database
+# @@protoc_insertion_point(imports)
+
+_sym_db = _symbol_database.Default()
+
+
+
+
+DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x1egoogle/protobuf/duration.proto\x12\x0fgoogle.protobuf\"*\n\x08\x44uration\x12\x0f\n\x07seconds\x18\x01 \x01(\x03\x12\r\n\x05nanos\x18\x02 \x01(\x05\x42\x83\x01\n\x13\x63om.google.protobufB\rDurationProtoP\x01Z1google.golang.org/protobuf/types/known/durationpb\xf8\x01\x01\xa2\x02\x03GPB\xaa\x02\x1eGoogle.Protobuf.WellKnownTypesb\x06proto3')
+
+_builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, globals())
+_builder.BuildTopDescriptorsAndMessages(DESCRIPTOR, 'google.protobuf.duration_pb2', globals())
+if _descriptor._USE_C_DESCRIPTORS == False:
+
+  DESCRIPTOR._options = None
+  DESCRIPTOR._serialized_options = b'\n\023com.google.protobufB\rDurationProtoP\001Z1google.golang.org/protobuf/types/known/durationpb\370\001\001\242\002\003GPB\252\002\036Google.Protobuf.WellKnownTypes'
+  _DURATION._serialized_start=51
+  _DURATION._serialized_end=93
+# @@protoc_insertion_point(module_scope)

PaddleOCR_ali1k_det_rec_300epoch_standalone/google/protobuf/empty_pb2.py

@@ -0,0 +1,26 @@
+# -*- coding: utf-8 -*-
+# Generated by the protocol buffer compiler.  DO NOT EDIT!
+# source: google/protobuf/empty.proto
+"""Generated protocol buffer code."""
+from google.protobuf.internal import builder as _builder
+from google.protobuf import descriptor as _descriptor
+from google.protobuf import descriptor_pool as _descriptor_pool
+from google.protobuf import symbol_database as _symbol_database
+# @@protoc_insertion_point(imports)
+
+_sym_db = _symbol_database.Default()
+
+
+
+
+DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x1bgoogle/protobuf/empty.proto\x12\x0fgoogle.protobuf\"\x07\n\x05\x45mptyB}\n\x13\x63om.google.protobufB\nEmptyProtoP\x01Z.google.golang.org/protobuf/types/known/emptypb\xf8\x01\x01\xa2\x02\x03GPB\xaa\x02\x1eGoogle.Protobuf.WellKnownTypesb\x06proto3')
+
+_builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, globals())
+_builder.BuildTopDescriptorsAndMessages(DESCRIPTOR, 'google.protobuf.empty_pb2', globals())
+if _descriptor._USE_C_DESCRIPTORS == False:
+
+  DESCRIPTOR._options = None
+  DESCRIPTOR._serialized_options = b'\n\023com.google.protobufB\nEmptyProtoP\001Z.google.golang.org/protobuf/types/known/emptypb\370\001\001\242\002\003GPB\252\002\036Google.Protobuf.WellKnownTypes'
+  _EMPTY._serialized_start=48
+  _EMPTY._serialized_end=55
+# @@protoc_insertion_point(module_scope)

PaddleOCR_ali1k_det_rec_300epoch_standalone/google/protobuf/field_mask_pb2.py

@@ -0,0 +1,26 @@
+# -*- coding: utf-8 -*-
+# Generated by the protocol buffer compiler.  DO NOT EDIT!
+# source: google/protobuf/field_mask.proto
+"""Generated protocol buffer code."""
+from google.protobuf.internal import builder as _builder
+from google.protobuf import descriptor as _descriptor
+from google.protobuf import descriptor_pool as _descriptor_pool
+from google.protobuf import symbol_database as _symbol_database
+# @@protoc_insertion_point(imports)
+
+_sym_db = _symbol_database.Default()
+
+
+
+
+DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n google/protobuf/field_mask.proto\x12\x0fgoogle.protobuf\"\x1a\n\tFieldMask\x12\r\n\x05paths\x18\x01 \x03(\tB\x85\x01\n\x13\x63om.google.protobufB\x0e\x46ieldMaskProtoP\x01Z2google.golang.org/protobuf/types/known/fieldmaskpb\xf8\x01\x01\xa2\x02\x03GPB\xaa\x02\x1eGoogle.Protobuf.WellKnownTypesb\x06proto3')
+
+_builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, globals())
+_builder.BuildTopDescriptorsAndMessages(DESCRIPTOR, 'google.protobuf.field_mask_pb2', globals())
+if _descriptor._USE_C_DESCRIPTORS == False:
+
+  DESCRIPTOR._options = None
+  DESCRIPTOR._serialized_options = b'\n\023com.google.protobufB\016FieldMaskProtoP\001Z2google.golang.org/protobuf/types/known/fieldmaskpb\370\001\001\242\002\003GPB\252\002\036Google.Protobuf.WellKnownTypes'
+  _FIELDMASK._serialized_start=53
+  _FIELDMASK._serialized_end=79
+# @@protoc_insertion_point(module_scope)

PaddleOCR_ali1k_det_rec_300epoch_standalone/google/protobuf/internal/api_implementation.py

@@ -0,0 +1,112 @@
+# Protocol Buffers - Google's data interchange format
+# Copyright 2008 Google Inc.  All rights reserved.
+# https://developers.google.com/protocol-buffers/
+#
+# Redistribution and use in source and binary forms, with or without
+# modification, are permitted provided that the following conditions are
+# met:
+#
+#     * Redistributions of source code must retain the above copyright
+# notice, this list of conditions and the following disclaimer.
+#     * Redistributions in binary form must reproduce the above
+# copyright notice, this list of conditions and the following disclaimer
+# in the documentation and/or other materials provided with the
+# distribution.
+#     * Neither the name of Google Inc. nor the names of its
+# contributors may be used to endorse or promote products derived from
+# this software without specific prior written permission.
+#
+# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+# A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+# OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+"""Determine which implementation of the protobuf API is used in this process.
+"""
+
+import os
+import sys
+import warnings
+
+try:
+  # pylint: disable=g-import-not-at-top
+  from google.protobuf.internal import _api_implementation
+  # The compile-time constants in the _api_implementation module can be used to
+  # switch to a certain implementation of the Python API at build time.
+  _api_version = _api_implementation.api_version
+except ImportError:
+  _api_version = -1  # Unspecified by compiler flags.
+
+if _api_version == 1:
+  raise ValueError('api_version=1 is no longer supported.')
+
+
+_default_implementation_type = ('cpp' if _api_version > 0 else 'python')
+
+
+# This environment variable can be used to switch to a certain implementation
+# of the Python API, overriding the compile-time constants in the
+# _api_implementation module. Right now only 'python' and 'cpp' are valid
+# values. Any other value will be ignored.
+_implementation_type = os.getenv('PROTOCOL_BUFFERS_PYTHON_IMPLEMENTATION',
+                                 _default_implementation_type)
+
+if _implementation_type != 'python':
+  _implementation_type = 'cpp'
+
+if 'PyPy' in sys.version and _implementation_type == 'cpp':
+  warnings.warn('PyPy does not work yet with cpp protocol buffers. '
+                'Falling back to the python implementation.')
+  _implementation_type = 'python'
+
+
+# Detect if serialization should be deterministic by default
+try:
+  # The presence of this module in a build allows the proto implementation to
+  # be upgraded merely via build deps.
+  #
+  # NOTE: Merely importing this automatically enables deterministic proto
+  # serialization for C++ code, but we still need to export it as a boolean so
+  # that we can do the same for `_implementation_type == 'python'`.
+  #
+  # NOTE2: It is possible for C++ code to enable deterministic serialization by
+  # default _without_ affecting Python code, if the C++ implementation is not in
+  # use by this module.  That is intended behavior, so we don't actually expose
+  # this boolean outside of this module.
+  #
+  # pylint: disable=g-import-not-at-top,unused-import
+  from google.protobuf import enable_deterministic_proto_serialization
+  _python_deterministic_proto_serialization = True
+except ImportError:
+  _python_deterministic_proto_serialization = False
+
+
+# Usage of this function is discouraged. Clients shouldn't care which
+# implementation of the API is in use. Note that there is no guarantee
+# that differences between APIs will be maintained.
+# Please don't use this function if possible.
+def Type():
+  return _implementation_type
+
+
+def _SetType(implementation_type):
+  """Never use! Only for protobuf benchmark."""
+  global _implementation_type
+  _implementation_type = implementation_type
+
+
+# See comment on 'Type' above.
+def Version():
+  return 2
+
+
+# For internal use only
+def IsPythonDefaultSerializationDeterministic():
+  return _python_deterministic_proto_serialization

PaddleOCR_ali1k_det_rec_300epoch_standalone/google/protobuf/internal/builder.py

@@ -0,0 +1,130 @@
+# Protocol Buffers - Google's data interchange format
+# Copyright 2008 Google Inc.  All rights reserved.
+# https://developers.google.com/protocol-buffers/
+#
+# Redistribution and use in source and binary forms, with or without
+# modification, are permitted provided that the following conditions are
+# met:
+#
+#     * Redistributions of source code must retain the above copyright
+# notice, this list of conditions and the following disclaimer.
+#     * Redistributions in binary form must reproduce the above
+# copyright notice, this list of conditions and the following disclaimer
+# in the documentation and/or other materials provided with the
+# distribution.
+#     * Neither the name of Google Inc. nor the names of its
+# contributors may be used to endorse or promote products derived from
+# this software without specific prior written permission.
+#
+# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+# A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+# OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+"""Builds descriptors, message classes and services for generated _pb2.py.
+
+This file is only called in python generated _pb2.py files. It builds
+descriptors, message classes and services that users can directly use
+in generated code.
+"""
+
+__author__ = 'jieluo@google.com (Jie Luo)'
+
+from google.protobuf.internal import enum_type_wrapper
+from google.protobuf import message as _message
+from google.protobuf import reflection as _reflection
+from google.protobuf import symbol_database as _symbol_database
+
+_sym_db = _symbol_database.Default()
+
+
+def BuildMessageAndEnumDescriptors(file_des, module):
+  """Builds message and enum descriptors.
+
+  Args:
+    file_des: FileDescriptor of the .proto file
+    module: Generated _pb2 module
+  """
+
+  def BuildNestedDescriptors(msg_des, prefix):
+    for (name, nested_msg) in msg_des.nested_types_by_name.items():
+      module_name = prefix + name.upper()
+      module[module_name] = nested_msg
+      BuildNestedDescriptors(nested_msg, module_name + '_')
+    for enum_des in msg_des.enum_types:
+      module[prefix + enum_des.name.upper()] = enum_des
+
+  for (name, msg_des) in file_des.message_types_by_name.items():
+    module_name = '_' + name.upper()
+    module[module_name] = msg_des
+    BuildNestedDescriptors(msg_des, module_name + '_')
+
+
+def BuildTopDescriptorsAndMessages(file_des, module_name, module):
+  """Builds top level descriptors and message classes.
+
+  Args:
+    file_des: FileDescriptor of the .proto file
+    module_name: str, the name of generated _pb2 module
+    module: Generated _pb2 module
+  """
+
+  def BuildMessage(msg_des):
+    create_dict = {}
+    for (name, nested_msg) in msg_des.nested_types_by_name.items():
+      create_dict[name] = BuildMessage(nested_msg)
+    create_dict['DESCRIPTOR'] = msg_des
+    create_dict['__module__'] = module_name
+    message_class = _reflection.GeneratedProtocolMessageType(
+        msg_des.name, (_message.Message,), create_dict)
+    _sym_db.RegisterMessage(message_class)
+    return message_class
+
+  # top level enums
+  for (name, enum_des) in file_des.enum_types_by_name.items():
+    module['_' + name.upper()] = enum_des
+    module[name] = enum_type_wrapper.EnumTypeWrapper(enum_des)
+    for enum_value in enum_des.values:
+      module[enum_value.name] = enum_value.number
+
+  # top level extensions
+  for (name, extension_des) in file_des.extensions_by_name.items():
+    module[name.upper() + '_FIELD_NUMBER'] = extension_des.number
+    module[name] = extension_des
+
+  # services
+  for (name, service) in file_des.services_by_name.items():
+    module['_' + name.upper()] = service
+
+  # Build messages.
+  for (name, msg_des) in file_des.message_types_by_name.items():
+    module[name] = BuildMessage(msg_des)
+
+
+def BuildServices(file_des, module_name, module):
+  """Builds services classes and services stub class.
+
+  Args:
+    file_des: FileDescriptor of the .proto file
+    module_name: str, the name of generated _pb2 module
+    module: Generated _pb2 module
+  """
+  # pylint: disable=g-import-not-at-top
+  from google.protobuf import service as _service
+  from google.protobuf import service_reflection
+  # pylint: enable=g-import-not-at-top
+  for (name, service) in file_des.services_by_name.items():
+    module[name] = service_reflection.GeneratedServiceType(
+        name, (_service.Service,),
+        dict(DESCRIPTOR=service, __module__=module_name))
+    stub_name = name + '_Stub'
+    module[stub_name] = service_reflection.GeneratedServiceStubType(
+        stub_name, (module[name],),
+        dict(DESCRIPTOR=service, __module__=module_name))

PaddleOCR_ali1k_det_rec_300epoch_standalone/google/protobuf/internal/containers.py

@@ -0,0 +1,710 @@
+# Protocol Buffers - Google's data interchange format
+# Copyright 2008 Google Inc.  All rights reserved.
+# https://developers.google.com/protocol-buffers/
+#
+# Redistribution and use in source and binary forms, with or without
+# modification, are permitted provided that the following conditions are
+# met:
+#
+#     * Redistributions of source code must retain the above copyright
+# notice, this list of conditions and the following disclaimer.
+#     * Redistributions in binary form must reproduce the above
+# copyright notice, this list of conditions and the following disclaimer
+# in the documentation and/or other materials provided with the
+# distribution.
+#     * Neither the name of Google Inc. nor the names of its
+# contributors may be used to endorse or promote products derived from
+# this software without specific prior written permission.
+#
+# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+# A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+# OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+"""Contains container classes to represent different protocol buffer types.
+
+This file defines container classes which represent categories of protocol
+buffer field types which need extra maintenance. Currently these categories
+are:
+
+-   Repeated scalar fields - These are all repeated fields which aren't
+    composite (e.g. they are of simple types like int32, string, etc).
+-   Repeated composite fields - Repeated fields which are composite. This
+    includes groups and nested messages.
+"""
+
+import collections.abc
+import copy
+import pickle
+from typing import (
+    Any,
+    Iterable,
+    Iterator,
+    List,
+    MutableMapping,
+    MutableSequence,
+    NoReturn,
+    Optional,
+    Sequence,
+    TypeVar,
+    Union,
+    overload,
+)
+
+
+_T = TypeVar('_T')
+_K = TypeVar('_K')
+_V = TypeVar('_V')
+
+
+class BaseContainer(Sequence[_T]):
+  """Base container class."""
+
+  # Minimizes memory usage and disallows assignment to other attributes.
+  __slots__ = ['_message_listener', '_values']
+
+  def __init__(self, message_listener: Any) -> None:
+    """
+    Args:
+      message_listener: A MessageListener implementation.
+        The RepeatedScalarFieldContainer will call this object's
+        Modified() method when it is modified.
+    """
+    self._message_listener = message_listener
+    self._values = []
+
+  @overload
+  def __getitem__(self, key: int) -> _T:
+    ...
+
+  @overload
+  def __getitem__(self, key: slice) -> List[_T]:
+    ...
+
+  def __getitem__(self, key):
+    """Retrieves item by the specified key."""
+    return self._values[key]
+
+  def __len__(self) -> int:
+    """Returns the number of elements in the container."""
+    return len(self._values)
+
+  def __ne__(self, other: Any) -> bool:
+    """Checks if another instance isn't equal to this one."""
+    # The concrete classes should define __eq__.
+    return not self == other
+
+  __hash__ = None
+
+  def __repr__(self) -> str:
+    return repr(self._values)
+
+  def sort(self, *args, **kwargs) -> None:
+    # Continue to support the old sort_function keyword argument.
+    # This is expected to be a rare occurrence, so use LBYL to avoid
+    # the overhead of actually catching KeyError.
+    if 'sort_function' in kwargs:
+      kwargs['cmp'] = kwargs.pop('sort_function')
+    self._values.sort(*args, **kwargs)
+
+  def reverse(self) -> None:
+    self._values.reverse()
+
+
+# TODO(slebedev): Remove this. BaseContainer does *not* conform to
+# MutableSequence, only its subclasses do.
+collections.abc.MutableSequence.register(BaseContainer)
+
+
+class RepeatedScalarFieldContainer(BaseContainer[_T], MutableSequence[_T]):
+  """Simple, type-checked, list-like container for holding repeated scalars."""
+
+  # Disallows assignment to other attributes.
+  __slots__ = ['_type_checker']
+
+  def __init__(
+      self,
+      message_listener: Any,
+      type_checker: Any,
+  ) -> None:
+    """Args:
+
+      message_listener: A MessageListener implementation. The
+      RepeatedScalarFieldContainer will call this object's Modified() method
+      when it is modified.
+      type_checker: A type_checkers.ValueChecker instance to run on elements
+      inserted into this container.
+    """
+    super().__init__(message_listener)
+    self._type_checker = type_checker
+
+  def append(self, value: _T) -> None:
+    """Appends an item to the list. Similar to list.append()."""
+    self._values.append(self._type_checker.CheckValue(value))
+    if not self._message_listener.dirty:
+      self._message_listener.Modified()
+
+  def insert(self, key: int, value: _T) -> None:
+    """Inserts the item at the specified position. Similar to list.insert()."""
+    self._values.insert(key, self._type_checker.CheckValue(value))
+    if not self._message_listener.dirty:
+      self._message_listener.Modified()
+
+  def extend(self, elem_seq: Iterable[_T]) -> None:
+    """Extends by appending the given iterable. Similar to list.extend()."""
+    if elem_seq is None:
+      return
+    try:
+      elem_seq_iter = iter(elem_seq)
+    except TypeError:
+      if not elem_seq:
+        # silently ignore falsy inputs :-/.
+        # TODO(ptucker): Deprecate this behavior. b/18413862
+        return
+      raise
+
+    new_values = [self._type_checker.CheckValue(elem) for elem in elem_seq_iter]
+    if new_values:
+      self._values.extend(new_values)
+    self._message_listener.Modified()
+
+  def MergeFrom(
+      self,
+      other: Union['RepeatedScalarFieldContainer[_T]', Iterable[_T]],
+  ) -> None:
+    """Appends the contents of another repeated field of the same type to this
+    one. We do not check the types of the individual fields.
+    """
+    self._values.extend(other)
+    self._message_listener.Modified()
+
+  def remove(self, elem: _T):
+    """Removes an item from the list. Similar to list.remove()."""
+    self._values.remove(elem)
+    self._message_listener.Modified()
+
+  def pop(self, key: Optional[int] = -1) -> _T:
+    """Removes and returns an item at a given index. Similar to list.pop()."""
+    value = self._values[key]
+    self.__delitem__(key)
+    return value
+
+  @overload
+  def __setitem__(self, key: int, value: _T) -> None:
+    ...
+
+  @overload
+  def __setitem__(self, key: slice, value: Iterable[_T]) -> None:
+    ...
+
+  def __setitem__(self, key, value) -> None:
+    """Sets the item on the specified position."""
+    if isinstance(key, slice):
+      if key.step is not None:
+        raise ValueError('Extended slices not supported')
+      self._values[key] = map(self._type_checker.CheckValue, value)
+      self._message_listener.Modified()
+    else:
+      self._values[key] = self._type_checker.CheckValue(value)
+      self._message_listener.Modified()
+
+  def __delitem__(self, key: Union[int, slice]) -> None:
+    """Deletes the item at the specified position."""
+    del self._values[key]
+    self._message_listener.Modified()
+
+  def __eq__(self, other: Any) -> bool:
+    """Compares the current instance with another one."""
+    if self is other:
+      return True
+    # Special case for the same type which should be common and fast.
+    if isinstance(other, self.__class__):
+      return other._values == self._values
+    # We are presumably comparing against some other sequence type.
+    return other == self._values
+
+  def __deepcopy__(
+      self,
+      unused_memo: Any = None,
+  ) -> 'RepeatedScalarFieldContainer[_T]':
+    clone = RepeatedScalarFieldContainer(
+        copy.deepcopy(self._message_listener), self._type_checker)
+    clone.MergeFrom(self)
+    return clone
+
+  def __reduce__(self, **kwargs) -> NoReturn:
+    raise pickle.PickleError(
+        "Can't pickle repeated scalar fields, convert to list first")
+
+
+# TODO(slebedev): Constrain T to be a subtype of Message.
+class RepeatedCompositeFieldContainer(BaseContainer[_T], MutableSequence[_T]):
+  """Simple, list-like container for holding repeated composite fields."""
+
+  # Disallows assignment to other attributes.
+  __slots__ = ['_message_descriptor']
+
+  def __init__(self, message_listener: Any, message_descriptor: Any) -> None:
+    """
+    Note that we pass in a descriptor instead of the generated directly,
+    since at the time we construct a _RepeatedCompositeFieldContainer we
+    haven't yet necessarily initialized the type that will be contained in the
+    container.
+
+    Args:
+      message_listener: A MessageListener implementation.
+        The RepeatedCompositeFieldContainer will call this object's
+        Modified() method when it is modified.
+      message_descriptor: A Descriptor instance describing the protocol type
+        that should be present in this container.  We'll use the
+        _concrete_class field of this descriptor when the client calls add().
+    """
+    super().__init__(message_listener)
+    self._message_descriptor = message_descriptor
+
+  def add(self, **kwargs: Any) -> _T:
+    """Adds a new element at the end of the list and returns it. Keyword
+    arguments may be used to initialize the element.
+    """
+    new_element = self._message_descriptor._concrete_class(**kwargs)
+    new_element._SetListener(self._message_listener)
+    self._values.append(new_element)
+    if not self._message_listener.dirty:
+      self._message_listener.Modified()
+    return new_element
+
+  def append(self, value: _T) -> None:
+    """Appends one element by copying the message."""
+    new_element = self._message_descriptor._concrete_class()
+    new_element._SetListener(self._message_listener)
+    new_element.CopyFrom(value)
+    self._values.append(new_element)
+    if not self._message_listener.dirty:
+      self._message_listener.Modified()
+
+  def insert(self, key: int, value: _T) -> None:
+    """Inserts the item at the specified position by copying."""
+    new_element = self._message_descriptor._concrete_class()
+    new_element._SetListener(self._message_listener)
+    new_element.CopyFrom(value)
+    self._values.insert(key, new_element)
+    if not self._message_listener.dirty:
+      self._message_listener.Modified()
+
+  def extend(self, elem_seq: Iterable[_T]) -> None:
+    """Extends by appending the given sequence of elements of the same type
+
+    as this one, copying each individual message.
+    """
+    message_class = self._message_descriptor._concrete_class
+    listener = self._message_listener
+    values = self._values
+    for message in elem_seq:
+      new_element = message_class()
+      new_element._SetListener(listener)
+      new_element.MergeFrom(message)
+      values.append(new_element)
+    listener.Modified()
+
+  def MergeFrom(
+      self,
+      other: Union['RepeatedCompositeFieldContainer[_T]', Iterable[_T]],
+  ) -> None:
+    """Appends the contents of another repeated field of the same type to this
+    one, copying each individual message.
+    """
+    self.extend(other)
+
+  def remove(self, elem: _T) -> None:
+    """Removes an item from the list. Similar to list.remove()."""
+    self._values.remove(elem)
+    self._message_listener.Modified()
+
+  def pop(self, key: Optional[int] = -1) -> _T:
+    """Removes and returns an item at a given index. Similar to list.pop()."""
+    value = self._values[key]
+    self.__delitem__(key)
+    return value
+
+  @overload
+  def __setitem__(self, key: int, value: _T) -> None:
+    ...
+
+  @overload
+  def __setitem__(self, key: slice, value: Iterable[_T]) -> None:
+    ...
+
+  def __setitem__(self, key, value):
+    # This method is implemented to make RepeatedCompositeFieldContainer
+    # structurally compatible with typing.MutableSequence. It is
+    # otherwise unsupported and will always raise an error.
+    raise TypeError(
+        f'{self.__class__.__name__} object does not support item assignment')
+
+  def __delitem__(self, key: Union[int, slice]) -> None:
+    """Deletes the item at the specified position."""
+    del self._values[key]
+    self._message_listener.Modified()
+
+  def __eq__(self, other: Any) -> bool:
+    """Compares the current instance with another one."""
+    if self is other:
+      return True
+    if not isinstance(other, self.__class__):
+      raise TypeError('Can only compare repeated composite fields against '
+                      'other repeated composite fields.')
+    return self._values == other._values
+
+
+class ScalarMap(MutableMapping[_K, _V]):
+  """Simple, type-checked, dict-like container for holding repeated scalars."""
+
+  # Disallows assignment to other attributes.
+  __slots__ = ['_key_checker', '_value_checker', '_values', '_message_listener',
+               '_entry_descriptor']
+
+  def __init__(
+      self,
+      message_listener: Any,
+      key_checker: Any,
+      value_checker: Any,
+      entry_descriptor: Any,
+  ) -> None:
+    """
+    Args:
+      message_listener: A MessageListener implementation.
+        The ScalarMap will call this object's Modified() method when it
+        is modified.
+      key_checker: A type_checkers.ValueChecker instance to run on keys
+        inserted into this container.
+      value_checker: A type_checkers.ValueChecker instance to run on values
+        inserted into this container.
+      entry_descriptor: The MessageDescriptor of a map entry: key and value.
+    """
+    self._message_listener = message_listener
+    self._key_checker = key_checker
+    self._value_checker = value_checker
+    self._entry_descriptor = entry_descriptor
+    self._values = {}
+
+  def __getitem__(self, key: _K) -> _V:
+    try:
+      return self._values[key]
+    except KeyError:
+      key = self._key_checker.CheckValue(key)
+      val = self._value_checker.DefaultValue()
+      self._values[key] = val
+      return val
+
+  def __contains__(self, item: _K) -> bool:
+    # We check the key's type to match the strong-typing flavor of the API.
+    # Also this makes it easier to match the behavior of the C++ implementation.
+    self._key_checker.CheckValue(item)
+    return item in self._values
+
+  @overload
+  def get(self, key: _K) -> Optional[_V]:
+    ...
+
+  @overload
+  def get(self, key: _K, default: _T) -> Union[_V, _T]:
+    ...
+
+  # We need to override this explicitly, because our defaultdict-like behavior
+  # will make the default implementation (from our base class) always insert
+  # the key.
+  def get(self, key, default=None):
+    if key in self:
+      return self[key]
+    else:
+      return default
+
+  def __setitem__(self, key: _K, value: _V) -> _T:
+    checked_key = self._key_checker.CheckValue(key)
+    checked_value = self._value_checker.CheckValue(value)
+    self._values[checked_key] = checked_value
+    self._message_listener.Modified()
+
+  def __delitem__(self, key: _K) -> None:
+    del self._values[key]
+    self._message_listener.Modified()
+
+  def __len__(self) -> int:
+    return len(self._values)
+
+  def __iter__(self) -> Iterator[_K]:
+    return iter(self._values)
+
+  def __repr__(self) -> str:
+    return repr(self._values)
+
+  def MergeFrom(self, other: 'ScalarMap[_K, _V]') -> None:
+    self._values.update(other._values)
+    self._message_listener.Modified()
+
+  def InvalidateIterators(self) -> None:
+    # It appears that the only way to reliably invalidate iterators to
+    # self._values is to ensure that its size changes.
+    original = self._values
+    self._values = original.copy()
+    original[None] = None
+
+  # This is defined in the abstract base, but we can do it much more cheaply.
+  def clear(self) -> None:
+    self._values.clear()
+    self._message_listener.Modified()
+
+  def GetEntryClass(self) -> Any:
+    return self._entry_descriptor._concrete_class
+
+
+class MessageMap(MutableMapping[_K, _V]):
+  """Simple, type-checked, dict-like container for with submessage values."""
+
+  # Disallows assignment to other attributes.
+  __slots__ = ['_key_checker', '_values', '_message_listener',
+               '_message_descriptor', '_entry_descriptor']
+
+  def __init__(
+      self,
+      message_listener: Any,
+      message_descriptor: Any,
+      key_checker: Any,
+      entry_descriptor: Any,
+  ) -> None:
+    """
+    Args:
+      message_listener: A MessageListener implementation.
+        The ScalarMap will call this object's Modified() method when it
+        is modified.
+      key_checker: A type_checkers.ValueChecker instance to run on keys
+        inserted into this container.
+      value_checker: A type_checkers.ValueChecker instance to run on values
+        inserted into this container.
+      entry_descriptor: The MessageDescriptor of a map entry: key and value.
+    """
+    self._message_listener = message_listener
+    self._message_descriptor = message_descriptor
+    self._key_checker = key_checker
+    self._entry_descriptor = entry_descriptor
+    self._values = {}
+
+  def __getitem__(self, key: _K) -> _V:
+    key = self._key_checker.CheckValue(key)
+    try:
+      return self._values[key]
+    except KeyError:
+      new_element = self._message_descriptor._concrete_class()
+      new_element._SetListener(self._message_listener)
+      self._values[key] = new_element
+      self._message_listener.Modified()
+      return new_element
+
+  def get_or_create(self, key: _K) -> _V:
+    """get_or_create() is an alias for getitem (ie. map[key]).
+
+    Args:
+      key: The key to get or create in the map.
+
+    This is useful in cases where you want to be explicit that the call is
+    mutating the map.  This can avoid lint errors for statements like this
+    that otherwise would appear to be pointless statements:
+
+      msg.my_map[key]
+    """
+    return self[key]
+
+  @overload
+  def get(self, key: _K) -> Optional[_V]:
+    ...
+
+  @overload
+  def get(self, key: _K, default: _T) -> Union[_V, _T]:
+    ...
+
+  # We need to override this explicitly, because our defaultdict-like behavior
+  # will make the default implementation (from our base class) always insert
+  # the key.
+  def get(self, key, default=None):
+    if key in self:
+      return self[key]
+    else:
+      return default
+
+  def __contains__(self, item: _K) -> bool:
+    item = self._key_checker.CheckValue(item)
+    return item in self._values
+
+  def __setitem__(self, key: _K, value: _V) -> NoReturn:
+    raise ValueError('May not set values directly, call my_map[key].foo = 5')
+
+  def __delitem__(self, key: _K) -> None:
+    key = self._key_checker.CheckValue(key)
+    del self._values[key]
+    self._message_listener.Modified()
+
+  def __len__(self) -> int:
+    return len(self._values)
+
+  def __iter__(self) -> Iterator[_K]:
+    return iter(self._values)
+
+  def __repr__(self) -> str:
+    return repr(self._values)
+
+  def MergeFrom(self, other: 'MessageMap[_K, _V]') -> None:
+    # pylint: disable=protected-access
+    for key in other._values:
+      # According to documentation: "When parsing from the wire or when merging,
+      # if there are duplicate map keys the last key seen is used".
+      if key in self:
+        del self[key]
+      self[key].CopyFrom(other[key])
+    # self._message_listener.Modified() not required here, because
+    # mutations to submessages already propagate.
+
+  def InvalidateIterators(self) -> None:
+    # It appears that the only way to reliably invalidate iterators to
+    # self._values is to ensure that its size changes.
+    original = self._values
+    self._values = original.copy()
+    original[None] = None
+
+  # This is defined in the abstract base, but we can do it much more cheaply.
+  def clear(self) -> None:
+    self._values.clear()
+    self._message_listener.Modified()
+
+  def GetEntryClass(self) -> Any:
+    return self._entry_descriptor._concrete_class
+
+
+class _UnknownField:
+  """A parsed unknown field."""
+
+  # Disallows assignment to other attributes.
+  __slots__ = ['_field_number', '_wire_type', '_data']
+
+  def __init__(self, field_number, wire_type, data):
+    self._field_number = field_number
+    self._wire_type = wire_type
+    self._data = data
+    return
+
+  def __lt__(self, other):
+    # pylint: disable=protected-access
+    return self._field_number < other._field_number
+
+  def __eq__(self, other):
+    if self is other:
+      return True
+    # pylint: disable=protected-access
+    return (self._field_number == other._field_number and
+            self._wire_type == other._wire_type and
+            self._data == other._data)
+
+
+class UnknownFieldRef:  # pylint: disable=missing-class-docstring
+
+  def __init__(self, parent, index):
+    self._parent = parent
+    self._index = index
+
+  def _check_valid(self):
+    if not self._parent:
+      raise ValueError('UnknownField does not exist. '
+                       'The parent message might be cleared.')
+    if self._index >= len(self._parent):
+      raise ValueError('UnknownField does not exist. '
+                       'The parent message might be cleared.')
+
+  @property
+  def field_number(self):
+    self._check_valid()
+    # pylint: disable=protected-access
+    return self._parent._internal_get(self._index)._field_number
+
+  @property
+  def wire_type(self):
+    self._check_valid()
+    # pylint: disable=protected-access
+    return self._parent._internal_get(self._index)._wire_type
+
+  @property
+  def data(self):
+    self._check_valid()
+    # pylint: disable=protected-access
+    return self._parent._internal_get(self._index)._data
+
+
+class UnknownFieldSet:
+  """UnknownField container"""
+
+  # Disallows assignment to other attributes.
+  __slots__ = ['_values']
+
+  def __init__(self):
+    self._values = []
+
+  def __getitem__(self, index):
+    if self._values is None:
+      raise ValueError('UnknownFields does not exist. '
+                       'The parent message might be cleared.')
+    size = len(self._values)
+    if index < 0:
+      index += size
+    if index < 0 or index >= size:
+      raise IndexError('index %d out of range'.index)
+
+    return UnknownFieldRef(self, index)
+
+  def _internal_get(self, index):
+    return self._values[index]
+
+  def __len__(self):
+    if self._values is None:
+      raise ValueError('UnknownFields does not exist. '
+                       'The parent message might be cleared.')
+    return len(self._values)
+
+  def _add(self, field_number, wire_type, data):
+    unknown_field = _UnknownField(field_number, wire_type, data)
+    self._values.append(unknown_field)
+    return unknown_field
+
+  def __iter__(self):
+    for i in range(len(self)):
+      yield UnknownFieldRef(self, i)
+
+  def _extend(self, other):
+    if other is None:
+      return
+    # pylint: disable=protected-access
+    self._values.extend(other._values)
+
+  def __eq__(self, other):
+    if self is other:
+      return True
+    # Sort unknown fields because their order shouldn't
+    # affect equality test.
+    values = list(self._values)
+    if other is None:
+      return not values
+    values.sort()
+    # pylint: disable=protected-access
+    other_values = sorted(other._values)
+    return values == other_values
+
+  def _clear(self):
+    for value in self._values:
+      # pylint: disable=protected-access
+      if isinstance(value._data, UnknownFieldSet):
+        value._data._clear()  # pylint: disable=protected-access
+    self._values = None

PaddleOCR_ali1k_det_rec_300epoch_standalone/google/protobuf/internal/decoder.py

@@ -0,0 +1,1029 @@
+# Protocol Buffers - Google's data interchange format
+# Copyright 2008 Google Inc.  All rights reserved.
+# https://developers.google.com/protocol-buffers/
+#
+# Redistribution and use in source and binary forms, with or without
+# modification, are permitted provided that the following conditions are
+# met:
+#
+#     * Redistributions of source code must retain the above copyright
+# notice, this list of conditions and the following disclaimer.
+#     * Redistributions in binary form must reproduce the above
+# copyright notice, this list of conditions and the following disclaimer
+# in the documentation and/or other materials provided with the
+# distribution.
+#     * Neither the name of Google Inc. nor the names of its
+# contributors may be used to endorse or promote products derived from
+# this software without specific prior written permission.
+#
+# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+# A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+# OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+"""Code for decoding protocol buffer primitives.
+
+This code is very similar to encoder.py -- read the docs for that module first.
+
+A "decoder" is a function with the signature:
+  Decode(buffer, pos, end, message, field_dict)
+The arguments are:
+  buffer:     The string containing the encoded message.
+  pos:        The current position in the string.
+  end:        The position in the string where the current message ends.  May be
+              less than len(buffer) if we're reading a sub-message.
+  message:    The message object into which we're parsing.
+  field_dict: message._fields (avoids a hashtable lookup).
+The decoder reads the field and stores it into field_dict, returning the new
+buffer position.  A decoder for a repeated field may proactively decode all of
+the elements of that field, if they appear consecutively.
+
+Note that decoders may throw any of the following:
+  IndexError:  Indicates a truncated message.
+  struct.error:  Unpacking of a fixed-width field failed.
+  message.DecodeError:  Other errors.
+
+Decoders are expected to raise an exception if they are called with pos > end.
+This allows callers to be lax about bounds checking:  it's fineto read past
+"end" as long as you are sure that someone else will notice and throw an
+exception later on.
+
+Something up the call stack is expected to catch IndexError and struct.error
+and convert them to message.DecodeError.
+
+Decoders are constructed using decoder constructors with the signature:
+  MakeDecoder(field_number, is_repeated, is_packed, key, new_default)
+The arguments are:
+  field_number:  The field number of the field we want to decode.
+  is_repeated:   Is the field a repeated field? (bool)
+  is_packed:     Is the field a packed field? (bool)
+  key:           The key to use when looking up the field within field_dict.
+                 (This is actually the FieldDescriptor but nothing in this
+                 file should depend on that.)
+  new_default:   A function which takes a message object as a parameter and
+                 returns a new instance of the default value for this field.
+                 (This is called for repeated fields and sub-messages, when an
+                 instance does not already exist.)
+
+As with encoders, we define a decoder constructor for every type of field.
+Then, for every field of every message class we construct an actual decoder.
+That decoder goes into a dict indexed by tag, so when we decode a message
+we repeatedly read a tag, look up the corresponding decoder, and invoke it.
+"""
+
+__author__ = 'kenton@google.com (Kenton Varda)'
+
+import math
+import struct
+
+from google.protobuf.internal import containers
+from google.protobuf.internal import encoder
+from google.protobuf.internal import wire_format
+from google.protobuf import message
+
+
+# This is not for optimization, but rather to avoid conflicts with local
+# variables named "message".
+_DecodeError = message.DecodeError
+
+
+def _VarintDecoder(mask, result_type):
+  """Return an encoder for a basic varint value (does not include tag).
+
+  Decoded values will be bitwise-anded with the given mask before being
+  returned, e.g. to limit them to 32 bits.  The returned decoder does not
+  take the usual "end" parameter -- the caller is expected to do bounds checking
+  after the fact (often the caller can defer such checking until later).  The
+  decoder returns a (value, new_pos) pair.
+  """
+
+  def DecodeVarint(buffer, pos):
+    result = 0
+    shift = 0
+    while 1:
+      b = buffer[pos]
+      result |= ((b & 0x7f) << shift)
+      pos += 1
+      if not (b & 0x80):
+        result &= mask
+        result = result_type(result)
+        return (result, pos)
+      shift += 7
+      if shift >= 64:
+        raise _DecodeError('Too many bytes when decoding varint.')
+  return DecodeVarint
+
+
+def _SignedVarintDecoder(bits, result_type):
+  """Like _VarintDecoder() but decodes signed values."""
+
+  signbit = 1 << (bits - 1)
+  mask = (1 << bits) - 1
+
+  def DecodeVarint(buffer, pos):
+    result = 0
+    shift = 0
+    while 1:
+      b = buffer[pos]
+      result |= ((b & 0x7f) << shift)
+      pos += 1
+      if not (b & 0x80):
+        result &= mask
+        result = (result ^ signbit) - signbit
+        result = result_type(result)
+        return (result, pos)
+      shift += 7
+      if shift >= 64:
+        raise _DecodeError('Too many bytes when decoding varint.')
+  return DecodeVarint
+
+# All 32-bit and 64-bit values are represented as int.
+_DecodeVarint = _VarintDecoder((1 << 64) - 1, int)
+_DecodeSignedVarint = _SignedVarintDecoder(64, int)
+
+# Use these versions for values which must be limited to 32 bits.
+_DecodeVarint32 = _VarintDecoder((1 << 32) - 1, int)
+_DecodeSignedVarint32 = _SignedVarintDecoder(32, int)
+
+
+def ReadTag(buffer, pos):
+  """Read a tag from the memoryview, and return a (tag_bytes, new_pos) tuple.
+
+  We return the raw bytes of the tag rather than decoding them.  The raw
+  bytes can then be used to look up the proper decoder.  This effectively allows
+  us to trade some work that would be done in pure-python (decoding a varint)
+  for work that is done in C (searching for a byte string in a hash table).
+  In a low-level language it would be much cheaper to decode the varint and
+  use that, but not in Python.
+
+  Args:
+    buffer: memoryview object of the encoded bytes
+    pos: int of the current position to start from
+
+  Returns:
+    Tuple[bytes, int] of the tag data and new position.
+  """
+  start = pos
+  while buffer[pos] & 0x80:
+    pos += 1
+  pos += 1
+
+  tag_bytes = buffer[start:pos].tobytes()
+  return tag_bytes, pos
+
+
+# --------------------------------------------------------------------
+
+
+def _SimpleDecoder(wire_type, decode_value):
+  """Return a constructor for a decoder for fields of a particular type.
+
+  Args:
+      wire_type:  The field's wire type.
+      decode_value:  A function which decodes an individual value, e.g.
+        _DecodeVarint()
+  """
+
+  def SpecificDecoder(field_number, is_repeated, is_packed, key, new_default,
+                      clear_if_default=False):
+    if is_packed:
+      local_DecodeVarint = _DecodeVarint
+      def DecodePackedField(buffer, pos, end, message, field_dict):
+        value = field_dict.get(key)
+        if value is None:
+          value = field_dict.setdefault(key, new_default(message))
+        (endpoint, pos) = local_DecodeVarint(buffer, pos)
+        endpoint += pos
+        if endpoint > end:
+          raise _DecodeError('Truncated message.')
+        while pos < endpoint:
+          (element, pos) = decode_value(buffer, pos)
+          value.append(element)
+        if pos > endpoint:
+          del value[-1]   # Discard corrupt value.
+          raise _DecodeError('Packed element was truncated.')
+        return pos
+      return DecodePackedField
+    elif is_repeated:
+      tag_bytes = encoder.TagBytes(field_number, wire_type)
+      tag_len = len(tag_bytes)
+      def DecodeRepeatedField(buffer, pos, end, message, field_dict):
+        value = field_dict.get(key)
+        if value is None:
+          value = field_dict.setdefault(key, new_default(message))
+        while 1:
+          (element, new_pos) = decode_value(buffer, pos)
+          value.append(element)
+          # Predict that the next tag is another copy of the same repeated
+          # field.
+          pos = new_pos + tag_len
+          if buffer[new_pos:pos] != tag_bytes or new_pos >= end:
+            # Prediction failed.  Return.
+            if new_pos > end:
+              raise _DecodeError('Truncated message.')
+            return new_pos
+      return DecodeRepeatedField
+    else:
+      def DecodeField(buffer, pos, end, message, field_dict):
+        (new_value, pos) = decode_value(buffer, pos)
+        if pos > end:
+          raise _DecodeError('Truncated message.')
+        if clear_if_default and not new_value:
+          field_dict.pop(key, None)
+        else:
+          field_dict[key] = new_value
+        return pos
+      return DecodeField
+
+  return SpecificDecoder
+
+
+def _ModifiedDecoder(wire_type, decode_value, modify_value):
+  """Like SimpleDecoder but additionally invokes modify_value on every value
+  before storing it.  Usually modify_value is ZigZagDecode.
+  """
+
+  # Reusing _SimpleDecoder is slightly slower than copying a bunch of code, but
+  # not enough to make a significant difference.
+
+  def InnerDecode(buffer, pos):
+    (result, new_pos) = decode_value(buffer, pos)
+    return (modify_value(result), new_pos)
+  return _SimpleDecoder(wire_type, InnerDecode)
+
+
+def _StructPackDecoder(wire_type, format):
+  """Return a constructor for a decoder for a fixed-width field.
+
+  Args:
+      wire_type:  The field's wire type.
+      format:  The format string to pass to struct.unpack().
+  """
+
+  value_size = struct.calcsize(format)
+  local_unpack = struct.unpack
+
+  # Reusing _SimpleDecoder is slightly slower than copying a bunch of code, but
+  # not enough to make a significant difference.
+
+  # Note that we expect someone up-stack to catch struct.error and convert
+  # it to _DecodeError -- this way we don't have to set up exception-
+  # handling blocks every time we parse one value.
+
+  def InnerDecode(buffer, pos):
+    new_pos = pos + value_size
+    result = local_unpack(format, buffer[pos:new_pos])[0]
+    return (result, new_pos)
+  return _SimpleDecoder(wire_type, InnerDecode)
+
+
+def _FloatDecoder():
+  """Returns a decoder for a float field.
+
+  This code works around a bug in struct.unpack for non-finite 32-bit
+  floating-point values.
+  """
+
+  local_unpack = struct.unpack
+
+  def InnerDecode(buffer, pos):
+    """Decode serialized float to a float and new position.
+
+    Args:
+      buffer: memoryview of the serialized bytes
+      pos: int, position in the memory view to start at.
+
+    Returns:
+      Tuple[float, int] of the deserialized float value and new position
+      in the serialized data.
+    """
+    # We expect a 32-bit value in little-endian byte order.  Bit 1 is the sign
+    # bit, bits 2-9 represent the exponent, and bits 10-32 are the significand.
+    new_pos = pos + 4
+    float_bytes = buffer[pos:new_pos].tobytes()
+
+    # If this value has all its exponent bits set, then it's non-finite.
+    # In Python 2.4, struct.unpack will convert it to a finite 64-bit value.
+    # To avoid that, we parse it specially.
+    if (float_bytes[3:4] in b'\x7F\xFF' and float_bytes[2:3] >= b'\x80'):
+      # If at least one significand bit is set...
+      if float_bytes[0:3] != b'\x00\x00\x80':
+        return (math.nan, new_pos)
+      # If sign bit is set...
+      if float_bytes[3:4] == b'\xFF':
+        return (-math.inf, new_pos)
+      return (math.inf, new_pos)
+
+    # Note that we expect someone up-stack to catch struct.error and convert
+    # it to _DecodeError -- this way we don't have to set up exception-
+    # handling blocks every time we parse one value.
+    result = local_unpack('<f', float_bytes)[0]
+    return (result, new_pos)
+  return _SimpleDecoder(wire_format.WIRETYPE_FIXED32, InnerDecode)
+
+
+def _DoubleDecoder():
+  """Returns a decoder for a double field.
+
+  This code works around a bug in struct.unpack for not-a-number.
+  """
+
+  local_unpack = struct.unpack
+
+  def InnerDecode(buffer, pos):
+    """Decode serialized double to a double and new position.
+
+    Args:
+      buffer: memoryview of the serialized bytes.
+      pos: int, position in the memory view to start at.
+
+    Returns:
+      Tuple[float, int] of the decoded double value and new position
+      in the serialized data.
+    """
+    # We expect a 64-bit value in little-endian byte order.  Bit 1 is the sign
+    # bit, bits 2-12 represent the exponent, and bits 13-64 are the significand.
+    new_pos = pos + 8
+    double_bytes = buffer[pos:new_pos].tobytes()
+
+    # If this value has all its exponent bits set and at least one significand
+    # bit set, it's not a number.  In Python 2.4, struct.unpack will treat it
+    # as inf or -inf.  To avoid that, we treat it specially.
+    if ((double_bytes[7:8] in b'\x7F\xFF')
+        and (double_bytes[6:7] >= b'\xF0')
+        and (double_bytes[0:7] != b'\x00\x00\x00\x00\x00\x00\xF0')):
+      return (math.nan, new_pos)
+
+    # Note that we expect someone up-stack to catch struct.error and convert
+    # it to _DecodeError -- this way we don't have to set up exception-
+    # handling blocks every time we parse one value.
+    result = local_unpack('<d', double_bytes)[0]
+    return (result, new_pos)
+  return _SimpleDecoder(wire_format.WIRETYPE_FIXED64, InnerDecode)
+
+
+def EnumDecoder(field_number, is_repeated, is_packed, key, new_default,
+                clear_if_default=False):
+  """Returns a decoder for enum field."""
+  enum_type = key.enum_type
+  if is_packed:
+    local_DecodeVarint = _DecodeVarint
+    def DecodePackedField(buffer, pos, end, message, field_dict):
+      """Decode serialized packed enum to its value and a new position.
+
+      Args:
+        buffer: memoryview of the serialized bytes.
+        pos: int, position in the memory view to start at.
+        end: int, end position of serialized data
+        message: Message object to store unknown fields in
+        field_dict: Map[Descriptor, Any] to store decoded values in.
+
+      Returns:
+        int, new position in serialized data.
+      """
+      value = field_dict.get(key)
+      if value is None:
+        value = field_dict.setdefault(key, new_default(message))
+      (endpoint, pos) = local_DecodeVarint(buffer, pos)
+      endpoint += pos
+      if endpoint > end:
+        raise _DecodeError('Truncated message.')
+      while pos < endpoint:
+        value_start_pos = pos
+        (element, pos) = _DecodeSignedVarint32(buffer, pos)
+        # pylint: disable=protected-access
+        if element in enum_type.values_by_number:
+          value.append(element)
+        else:
+          if not message._unknown_fields:
+            message._unknown_fields = []
+          tag_bytes = encoder.TagBytes(field_number,
+                                       wire_format.WIRETYPE_VARINT)
+
+          message._unknown_fields.append(
+              (tag_bytes, buffer[value_start_pos:pos].tobytes()))
+          if message._unknown_field_set is None:
+            message._unknown_field_set = containers.UnknownFieldSet()
+          message._unknown_field_set._add(
+              field_number, wire_format.WIRETYPE_VARINT, element)
+          # pylint: enable=protected-access
+      if pos > endpoint:
+        if element in enum_type.values_by_number:
+          del value[-1]   # Discard corrupt value.
+        else:
+          del message._unknown_fields[-1]
+          # pylint: disable=protected-access
+          del message._unknown_field_set._values[-1]
+          # pylint: enable=protected-access
+        raise _DecodeError('Packed element was truncated.')
+      return pos
+    return DecodePackedField
+  elif is_repeated:
+    tag_bytes = encoder.TagBytes(field_number, wire_format.WIRETYPE_VARINT)
+    tag_len = len(tag_bytes)
+    def DecodeRepeatedField(buffer, pos, end, message, field_dict):
+      """Decode serialized repeated enum to its value and a new position.
+
+      Args:
+        buffer: memoryview of the serialized bytes.
+        pos: int, position in the memory view to start at.
+        end: int, end position of serialized data
+        message: Message object to store unknown fields in
+        field_dict: Map[Descriptor, Any] to store decoded values in.
+
+      Returns:
+        int, new position in serialized data.
+      """
+      value = field_dict.get(key)
+      if value is None:
+        value = field_dict.setdefault(key, new_default(message))
+      while 1:
+        (element, new_pos) = _DecodeSignedVarint32(buffer, pos)
+        # pylint: disable=protected-access
+        if element in enum_type.values_by_number:
+          value.append(element)
+        else:
+          if not message._unknown_fields:
+            message._unknown_fields = []
+          message._unknown_fields.append(
+              (tag_bytes, buffer[pos:new_pos].tobytes()))
+          if message._unknown_field_set is None:
+            message._unknown_field_set = containers.UnknownFieldSet()
+          message._unknown_field_set._add(
+              field_number, wire_format.WIRETYPE_VARINT, element)
+        # pylint: enable=protected-access
+        # Predict that the next tag is another copy of the same repeated
+        # field.
+        pos = new_pos + tag_len
+        if buffer[new_pos:pos] != tag_bytes or new_pos >= end:
+          # Prediction failed.  Return.
+          if new_pos > end:
+            raise _DecodeError('Truncated message.')
+          return new_pos
+    return DecodeRepeatedField
+  else:
+    def DecodeField(buffer, pos, end, message, field_dict):
+      """Decode serialized repeated enum to its value and a new position.
+
+      Args:
+        buffer: memoryview of the serialized bytes.
+        pos: int, position in the memory view to start at.
+        end: int, end position of serialized data
+        message: Message object to store unknown fields in
+        field_dict: Map[Descriptor, Any] to store decoded values in.
+
+      Returns:
+        int, new position in serialized data.
+      """
+      value_start_pos = pos
+      (enum_value, pos) = _DecodeSignedVarint32(buffer, pos)
+      if pos > end:
+        raise _DecodeError('Truncated message.')
+      if clear_if_default and not enum_value:
+        field_dict.pop(key, None)
+        return pos
+      # pylint: disable=protected-access
+      if enum_value in enum_type.values_by_number:
+        field_dict[key] = enum_value
+      else:
+        if not message._unknown_fields:
+          message._unknown_fields = []
+        tag_bytes = encoder.TagBytes(field_number,
+                                     wire_format.WIRETYPE_VARINT)
+        message._unknown_fields.append(
+            (tag_bytes, buffer[value_start_pos:pos].tobytes()))
+        if message._unknown_field_set is None:
+          message._unknown_field_set = containers.UnknownFieldSet()
+        message._unknown_field_set._add(
+            field_number, wire_format.WIRETYPE_VARINT, enum_value)
+        # pylint: enable=protected-access
+      return pos
+    return DecodeField
+
+
+# --------------------------------------------------------------------
+
+
+Int32Decoder = _SimpleDecoder(
+    wire_format.WIRETYPE_VARINT, _DecodeSignedVarint32)
+
+Int64Decoder = _SimpleDecoder(
+    wire_format.WIRETYPE_VARINT, _DecodeSignedVarint)
+
+UInt32Decoder = _SimpleDecoder(wire_format.WIRETYPE_VARINT, _DecodeVarint32)
+UInt64Decoder = _SimpleDecoder(wire_format.WIRETYPE_VARINT, _DecodeVarint)
+
+SInt32Decoder = _ModifiedDecoder(
+    wire_format.WIRETYPE_VARINT, _DecodeVarint32, wire_format.ZigZagDecode)
+SInt64Decoder = _ModifiedDecoder(
+    wire_format.WIRETYPE_VARINT, _DecodeVarint, wire_format.ZigZagDecode)
+
+# Note that Python conveniently guarantees that when using the '<' prefix on
+# formats, they will also have the same size across all platforms (as opposed
+# to without the prefix, where their sizes depend on the C compiler's basic
+# type sizes).
+Fixed32Decoder  = _StructPackDecoder(wire_format.WIRETYPE_FIXED32, '<I')
+Fixed64Decoder  = _StructPackDecoder(wire_format.WIRETYPE_FIXED64, '<Q')
+SFixed32Decoder = _StructPackDecoder(wire_format.WIRETYPE_FIXED32, '<i')
+SFixed64Decoder = _StructPackDecoder(wire_format.WIRETYPE_FIXED64, '<q')
+FloatDecoder = _FloatDecoder()
+DoubleDecoder = _DoubleDecoder()
+
+BoolDecoder = _ModifiedDecoder(
+    wire_format.WIRETYPE_VARINT, _DecodeVarint, bool)
+
+
+def StringDecoder(field_number, is_repeated, is_packed, key, new_default,
+                  clear_if_default=False):
+  """Returns a decoder for a string field."""
+
+  local_DecodeVarint = _DecodeVarint
+
+  def _ConvertToUnicode(memview):
+    """Convert byte to unicode."""
+    byte_str = memview.tobytes()
+    try:
+      value = str(byte_str, 'utf-8')
+    except UnicodeDecodeError as e:
+      # add more information to the error message and re-raise it.
+      e.reason = '%s in field: %s' % (e, key.full_name)
+      raise
+
+    return value
+
+  assert not is_packed
+  if is_repeated:
+    tag_bytes = encoder.TagBytes(field_number,
+                                 wire_format.WIRETYPE_LENGTH_DELIMITED)
+    tag_len = len(tag_bytes)
+    def DecodeRepeatedField(buffer, pos, end, message, field_dict):
+      value = field_dict.get(key)
+      if value is None:
+        value = field_dict.setdefault(key, new_default(message))
+      while 1:
+        (size, pos) = local_DecodeVarint(buffer, pos)
+        new_pos = pos + size
+        if new_pos > end:
+          raise _DecodeError('Truncated string.')
+        value.append(_ConvertToUnicode(buffer[pos:new_pos]))
+        # Predict that the next tag is another copy of the same repeated field.
+        pos = new_pos + tag_len
+        if buffer[new_pos:pos] != tag_bytes or new_pos == end:
+          # Prediction failed.  Return.
+          return new_pos
+    return DecodeRepeatedField
+  else:
+    def DecodeField(buffer, pos, end, message, field_dict):
+      (size, pos) = local_DecodeVarint(buffer, pos)
+      new_pos = pos + size
+      if new_pos > end:
+        raise _DecodeError('Truncated string.')
+      if clear_if_default and not size:
+        field_dict.pop(key, None)
+      else:
+        field_dict[key] = _ConvertToUnicode(buffer[pos:new_pos])
+      return new_pos
+    return DecodeField
+
+
+def BytesDecoder(field_number, is_repeated, is_packed, key, new_default,
+                 clear_if_default=False):
+  """Returns a decoder for a bytes field."""
+
+  local_DecodeVarint = _DecodeVarint
+
+  assert not is_packed
+  if is_repeated:
+    tag_bytes = encoder.TagBytes(field_number,
+                                 wire_format.WIRETYPE_LENGTH_DELIMITED)
+    tag_len = len(tag_bytes)
+    def DecodeRepeatedField(buffer, pos, end, message, field_dict):
+      value = field_dict.get(key)
+      if value is None:
+        value = field_dict.setdefault(key, new_default(message))
+      while 1:
+        (size, pos) = local_DecodeVarint(buffer, pos)
+        new_pos = pos + size
+        if new_pos > end:
+          raise _DecodeError('Truncated string.')
+        value.append(buffer[pos:new_pos].tobytes())
+        # Predict that the next tag is another copy of the same repeated field.
+        pos = new_pos + tag_len
+        if buffer[new_pos:pos] != tag_bytes or new_pos == end:
+          # Prediction failed.  Return.
+          return new_pos
+    return DecodeRepeatedField
+  else:
+    def DecodeField(buffer, pos, end, message, field_dict):
+      (size, pos) = local_DecodeVarint(buffer, pos)
+      new_pos = pos + size
+      if new_pos > end:
+        raise _DecodeError('Truncated string.')
+      if clear_if_default and not size:
+        field_dict.pop(key, None)
+      else:
+        field_dict[key] = buffer[pos:new_pos].tobytes()
+      return new_pos
+    return DecodeField
+
+
+def GroupDecoder(field_number, is_repeated, is_packed, key, new_default):
+  """Returns a decoder for a group field."""
+
+  end_tag_bytes = encoder.TagBytes(field_number,
+                                   wire_format.WIRETYPE_END_GROUP)
+  end_tag_len = len(end_tag_bytes)
+
+  assert not is_packed
+  if is_repeated:
+    tag_bytes = encoder.TagBytes(field_number,
+                                 wire_format.WIRETYPE_START_GROUP)
+    tag_len = len(tag_bytes)
+    def DecodeRepeatedField(buffer, pos, end, message, field_dict):
+      value = field_dict.get(key)
+      if value is None:
+        value = field_dict.setdefault(key, new_default(message))
+      while 1:
+        value = field_dict.get(key)
+        if value is None:
+          value = field_dict.setdefault(key, new_default(message))
+        # Read sub-message.
+        pos = value.add()._InternalParse(buffer, pos, end)
+        # Read end tag.
+        new_pos = pos+end_tag_len
+        if buffer[pos:new_pos] != end_tag_bytes or new_pos > end:
+          raise _DecodeError('Missing group end tag.')
+        # Predict that the next tag is another copy of the same repeated field.
+        pos = new_pos + tag_len
+        if buffer[new_pos:pos] != tag_bytes or new_pos == end:
+          # Prediction failed.  Return.
+          return new_pos
+    return DecodeRepeatedField
+  else:
+    def DecodeField(buffer, pos, end, message, field_dict):
+      value = field_dict.get(key)
+      if value is None:
+        value = field_dict.setdefault(key, new_default(message))
+      # Read sub-message.
+      pos = value._InternalParse(buffer, pos, end)
+      # Read end tag.
+      new_pos = pos+end_tag_len
+      if buffer[pos:new_pos] != end_tag_bytes or new_pos > end:
+        raise _DecodeError('Missing group end tag.')
+      return new_pos
+    return DecodeField
+
+
+def MessageDecoder(field_number, is_repeated, is_packed, key, new_default):
+  """Returns a decoder for a message field."""
+
+  local_DecodeVarint = _DecodeVarint
+
+  assert not is_packed
+  if is_repeated:
+    tag_bytes = encoder.TagBytes(field_number,
+                                 wire_format.WIRETYPE_LENGTH_DELIMITED)
+    tag_len = len(tag_bytes)
+    def DecodeRepeatedField(buffer, pos, end, message, field_dict):
+      value = field_dict.get(key)
+      if value is None:
+        value = field_dict.setdefault(key, new_default(message))
+      while 1:
+        # Read length.
+        (size, pos) = local_DecodeVarint(buffer, pos)
+        new_pos = pos + size
+        if new_pos > end:
+          raise _DecodeError('Truncated message.')
+        # Read sub-message.
+        if value.add()._InternalParse(buffer, pos, new_pos) != new_pos:
+          # The only reason _InternalParse would return early is if it
+          # encountered an end-group tag.
+          raise _DecodeError('Unexpected end-group tag.')
+        # Predict that the next tag is another copy of the same repeated field.
+        pos = new_pos + tag_len
+        if buffer[new_pos:pos] != tag_bytes or new_pos == end:
+          # Prediction failed.  Return.
+          return new_pos
+    return DecodeRepeatedField
+  else:
+    def DecodeField(buffer, pos, end, message, field_dict):
+      value = field_dict.get(key)
+      if value is None:
+        value = field_dict.setdefault(key, new_default(message))
+      # Read length.
+      (size, pos) = local_DecodeVarint(buffer, pos)
+      new_pos = pos + size
+      if new_pos > end:
+        raise _DecodeError('Truncated message.')
+      # Read sub-message.
+      if value._InternalParse(buffer, pos, new_pos) != new_pos:
+        # The only reason _InternalParse would return early is if it encountered
+        # an end-group tag.
+        raise _DecodeError('Unexpected end-group tag.')
+      return new_pos
+    return DecodeField
+
+
+# --------------------------------------------------------------------
+
+MESSAGE_SET_ITEM_TAG = encoder.TagBytes(1, wire_format.WIRETYPE_START_GROUP)
+
+def MessageSetItemDecoder(descriptor):
+  """Returns a decoder for a MessageSet item.
+
+  The parameter is the message Descriptor.
+
+  The message set message looks like this:
+    message MessageSet {
+      repeated group Item = 1 {
+        required int32 type_id = 2;
+        required string message = 3;
+      }
+    }
+  """
+
+  type_id_tag_bytes = encoder.TagBytes(2, wire_format.WIRETYPE_VARINT)
+  message_tag_bytes = encoder.TagBytes(3, wire_format.WIRETYPE_LENGTH_DELIMITED)
+  item_end_tag_bytes = encoder.TagBytes(1, wire_format.WIRETYPE_END_GROUP)
+
+  local_ReadTag = ReadTag
+  local_DecodeVarint = _DecodeVarint
+  local_SkipField = SkipField
+
+  def DecodeItem(buffer, pos, end, message, field_dict):
+    """Decode serialized message set to its value and new position.
+
+    Args:
+      buffer: memoryview of the serialized bytes.
+      pos: int, position in the memory view to start at.
+      end: int, end position of serialized data
+      message: Message object to store unknown fields in
+      field_dict: Map[Descriptor, Any] to store decoded values in.
+
+    Returns:
+      int, new position in serialized data.
+    """
+    message_set_item_start = pos
+    type_id = -1
+    message_start = -1
+    message_end = -1
+
+    # Technically, type_id and message can appear in any order, so we need
+    # a little loop here.
+    while 1:
+      (tag_bytes, pos) = local_ReadTag(buffer, pos)
+      if tag_bytes == type_id_tag_bytes:
+        (type_id, pos) = local_DecodeVarint(buffer, pos)
+      elif tag_bytes == message_tag_bytes:
+        (size, message_start) = local_DecodeVarint(buffer, pos)
+        pos = message_end = message_start + size
+      elif tag_bytes == item_end_tag_bytes:
+        break
+      else:
+        pos = SkipField(buffer, pos, end, tag_bytes)
+        if pos == -1:
+          raise _DecodeError('Missing group end tag.')
+
+    if pos > end:
+      raise _DecodeError('Truncated message.')
+
+    if type_id == -1:
+      raise _DecodeError('MessageSet item missing type_id.')
+    if message_start == -1:
+      raise _DecodeError('MessageSet item missing message.')
+
+    extension = message.Extensions._FindExtensionByNumber(type_id)
+    # pylint: disable=protected-access
+    if extension is not None:
+      value = field_dict.get(extension)
+      if value is None:
+        message_type = extension.message_type
+        if not hasattr(message_type, '_concrete_class'):
+          # pylint: disable=protected-access
+          message._FACTORY.GetPrototype(message_type)
+        value = field_dict.setdefault(
+            extension, message_type._concrete_class())
+      if value._InternalParse(buffer, message_start,message_end) != message_end:
+        # The only reason _InternalParse would return early is if it encountered
+        # an end-group tag.
+        raise _DecodeError('Unexpected end-group tag.')
+    else:
+      if not message._unknown_fields:
+        message._unknown_fields = []
+      message._unknown_fields.append(
+          (MESSAGE_SET_ITEM_TAG, buffer[message_set_item_start:pos].tobytes()))
+      if message._unknown_field_set is None:
+        message._unknown_field_set = containers.UnknownFieldSet()
+      message._unknown_field_set._add(
+          type_id,
+          wire_format.WIRETYPE_LENGTH_DELIMITED,
+          buffer[message_start:message_end].tobytes())
+      # pylint: enable=protected-access
+
+    return pos
+
+  return DecodeItem
+
+# --------------------------------------------------------------------
+
+def MapDecoder(field_descriptor, new_default, is_message_map):
+  """Returns a decoder for a map field."""
+
+  key = field_descriptor
+  tag_bytes = encoder.TagBytes(field_descriptor.number,
+                               wire_format.WIRETYPE_LENGTH_DELIMITED)
+  tag_len = len(tag_bytes)
+  local_DecodeVarint = _DecodeVarint
+  # Can't read _concrete_class yet; might not be initialized.
+  message_type = field_descriptor.message_type
+
+  def DecodeMap(buffer, pos, end, message, field_dict):
+    submsg = message_type._concrete_class()
+    value = field_dict.get(key)
+    if value is None:
+      value = field_dict.setdefault(key, new_default(message))
+    while 1:
+      # Read length.
+      (size, pos) = local_DecodeVarint(buffer, pos)
+      new_pos = pos + size
+      if new_pos > end:
+        raise _DecodeError('Truncated message.')
+      # Read sub-message.
+      submsg.Clear()
+      if submsg._InternalParse(buffer, pos, new_pos) != new_pos:
+        # The only reason _InternalParse would return early is if it
+        # encountered an end-group tag.
+        raise _DecodeError('Unexpected end-group tag.')
+
+      if is_message_map:
+        value[submsg.key].CopyFrom(submsg.value)
+      else:
+        value[submsg.key] = submsg.value
+
+      # Predict that the next tag is another copy of the same repeated field.
+      pos = new_pos + tag_len
+      if buffer[new_pos:pos] != tag_bytes or new_pos == end:
+        # Prediction failed.  Return.
+        return new_pos
+
+  return DecodeMap
+
+# --------------------------------------------------------------------
+# Optimization is not as heavy here because calls to SkipField() are rare,
+# except for handling end-group tags.
+
+def _SkipVarint(buffer, pos, end):
+  """Skip a varint value.  Returns the new position."""
+  # Previously ord(buffer[pos]) raised IndexError when pos is out of range.
+  # With this code, ord(b'') raises TypeError.  Both are handled in
+  # python_message.py to generate a 'Truncated message' error.
+  while ord(buffer[pos:pos+1].tobytes()) & 0x80:
+    pos += 1
+  pos += 1
+  if pos > end:
+    raise _DecodeError('Truncated message.')
+  return pos
+
+def _SkipFixed64(buffer, pos, end):
+  """Skip a fixed64 value.  Returns the new position."""
+
+  pos += 8
+  if pos > end:
+    raise _DecodeError('Truncated message.')
+  return pos
+
+
+def _DecodeFixed64(buffer, pos):
+  """Decode a fixed64."""
+  new_pos = pos + 8
+  return (struct.unpack('<Q', buffer[pos:new_pos])[0], new_pos)
+
+
+def _SkipLengthDelimited(buffer, pos, end):
+  """Skip a length-delimited value.  Returns the new position."""
+
+  (size, pos) = _DecodeVarint(buffer, pos)
+  pos += size
+  if pos > end:
+    raise _DecodeError('Truncated message.')
+  return pos
+
+
+def _SkipGroup(buffer, pos, end):
+  """Skip sub-group.  Returns the new position."""
+
+  while 1:
+    (tag_bytes, pos) = ReadTag(buffer, pos)
+    new_pos = SkipField(buffer, pos, end, tag_bytes)
+    if new_pos == -1:
+      return pos
+    pos = new_pos
+
+
+def _DecodeUnknownFieldSet(buffer, pos, end_pos=None):
+  """Decode UnknownFieldSet.  Returns the UnknownFieldSet and new position."""
+
+  unknown_field_set = containers.UnknownFieldSet()
+  while end_pos is None or pos < end_pos:
+    (tag_bytes, pos) = ReadTag(buffer, pos)
+    (tag, _) = _DecodeVarint(tag_bytes, 0)
+    field_number, wire_type = wire_format.UnpackTag(tag)
+    if wire_type == wire_format.WIRETYPE_END_GROUP:
+      break
+    (data, pos) = _DecodeUnknownField(buffer, pos, wire_type)
+    # pylint: disable=protected-access
+    unknown_field_set._add(field_number, wire_type, data)
+
+  return (unknown_field_set, pos)
+
+
+def _DecodeUnknownField(buffer, pos, wire_type):
+  """Decode a unknown field.  Returns the UnknownField and new position."""
+
+  if wire_type == wire_format.WIRETYPE_VARINT:
+    (data, pos) = _DecodeVarint(buffer, pos)
+  elif wire_type == wire_format.WIRETYPE_FIXED64:
+    (data, pos) = _DecodeFixed64(buffer, pos)
+  elif wire_type == wire_format.WIRETYPE_FIXED32:
+    (data, pos) = _DecodeFixed32(buffer, pos)
+  elif wire_type == wire_format.WIRETYPE_LENGTH_DELIMITED:
+    (size, pos) = _DecodeVarint(buffer, pos)
+    data = buffer[pos:pos+size].tobytes()
+    pos += size
+  elif wire_type == wire_format.WIRETYPE_START_GROUP:
+    (data, pos) = _DecodeUnknownFieldSet(buffer, pos)
+  elif wire_type == wire_format.WIRETYPE_END_GROUP:
+    return (0, -1)
+  else:
+    raise _DecodeError('Wrong wire type in tag.')
+
+  return (data, pos)
+
+
+def _EndGroup(buffer, pos, end):
+  """Skipping an END_GROUP tag returns -1 to tell the parent loop to break."""
+
+  return -1
+
+
+def _SkipFixed32(buffer, pos, end):
+  """Skip a fixed32 value.  Returns the new position."""
+
+  pos += 4
+  if pos > end:
+    raise _DecodeError('Truncated message.')
+  return pos
+
+
+def _DecodeFixed32(buffer, pos):
+  """Decode a fixed32."""
+
+  new_pos = pos + 4
+  return (struct.unpack('<I', buffer[pos:new_pos])[0], new_pos)
+
+
+def _RaiseInvalidWireType(buffer, pos, end):
+  """Skip function for unknown wire types.  Raises an exception."""
+
+  raise _DecodeError('Tag had invalid wire type.')
+
+def _FieldSkipper():
+  """Constructs the SkipField function."""
+
+  WIRETYPE_TO_SKIPPER = [
+      _SkipVarint,
+      _SkipFixed64,
+      _SkipLengthDelimited,
+      _SkipGroup,
+      _EndGroup,
+      _SkipFixed32,
+      _RaiseInvalidWireType,
+      _RaiseInvalidWireType,
+      ]
+
+  wiretype_mask = wire_format.TAG_TYPE_MASK
+
+  def SkipField(buffer, pos, end, tag_bytes):
+    """Skips a field with the specified tag.
+
+    |pos| should point to the byte immediately after the tag.
+
+    Returns:
+        The new position (after the tag value), or -1 if the tag is an end-group
+        tag (in which case the calling loop should break).
+    """
+
+    # The wire type is always in the first byte since varints are little-endian.
+    wire_type = ord(tag_bytes[0:1]) & wiretype_mask
+    return WIRETYPE_TO_SKIPPER[wire_type](buffer, pos, end)
+
+  return SkipField
+
+SkipField = _FieldSkipper()

PaddleOCR_ali1k_det_rec_300epoch_standalone/google/protobuf/internal/encoder.py

@@ -0,0 +1,829 @@
+# Protocol Buffers - Google's data interchange format
+# Copyright 2008 Google Inc.  All rights reserved.
+# https://developers.google.com/protocol-buffers/
+#
+# Redistribution and use in source and binary forms, with or without
+# modification, are permitted provided that the following conditions are
+# met:
+#
+#     * Redistributions of source code must retain the above copyright
+# notice, this list of conditions and the following disclaimer.
+#     * Redistributions in binary form must reproduce the above
+# copyright notice, this list of conditions and the following disclaimer
+# in the documentation and/or other materials provided with the
+# distribution.
+#     * Neither the name of Google Inc. nor the names of its
+# contributors may be used to endorse or promote products derived from
+# this software without specific prior written permission.
+#
+# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+# A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+# OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+"""Code for encoding protocol message primitives.
+
+Contains the logic for encoding every logical protocol field type
+into one of the 5 physical wire types.
+
+This code is designed to push the Python interpreter's performance to the
+limits.
+
+The basic idea is that at startup time, for every field (i.e. every
+FieldDescriptor) we construct two functions:  a "sizer" and an "encoder".  The
+sizer takes a value of this field's type and computes its byte size.  The
+encoder takes a writer function and a value.  It encodes the value into byte
+strings and invokes the writer function to write those strings.  Typically the
+writer function is the write() method of a BytesIO.
+
+We try to do as much work as possible when constructing the writer and the
+sizer rather than when calling them.  In particular:
+* We copy any needed global functions to local variables, so that we do not need
+  to do costly global table lookups at runtime.
+* Similarly, we try to do any attribute lookups at startup time if possible.
+* Every field's tag is encoded to bytes at startup, since it can't change at
+  runtime.
+* Whatever component of the field size we can compute at startup, we do.
+* We *avoid* sharing code if doing so would make the code slower and not sharing
+  does not burden us too much.  For example, encoders for repeated fields do
+  not just call the encoders for singular fields in a loop because this would
+  add an extra function call overhead for every loop iteration; instead, we
+  manually inline the single-value encoder into the loop.
+* If a Python function lacks a return statement, Python actually generates
+  instructions to pop the result of the last statement off the stack, push
+  None onto the stack, and then return that.  If we really don't care what
+  value is returned, then we can save two instructions by returning the
+  result of the last statement.  It looks funny but it helps.
+* We assume that type and bounds checking has happened at a higher level.
+"""
+
+__author__ = 'kenton@google.com (Kenton Varda)'
+
+import struct
+
+from google.protobuf.internal import wire_format
+
+
+# This will overflow and thus become IEEE-754 "infinity".  We would use
+# "float('inf')" but it doesn't work on Windows pre-Python-2.6.
+_POS_INF = 1e10000
+_NEG_INF = -_POS_INF
+
+
+def _VarintSize(value):
+  """Compute the size of a varint value."""
+  if value <= 0x7f: return 1
+  if value <= 0x3fff: return 2
+  if value <= 0x1fffff: return 3
+  if value <= 0xfffffff: return 4
+  if value <= 0x7ffffffff: return 5
+  if value <= 0x3ffffffffff: return 6
+  if value <= 0x1ffffffffffff: return 7
+  if value <= 0xffffffffffffff: return 8
+  if value <= 0x7fffffffffffffff: return 9
+  return 10
+
+
+def _SignedVarintSize(value):
+  """Compute the size of a signed varint value."""
+  if value < 0: return 10
+  if value <= 0x7f: return 1
+  if value <= 0x3fff: return 2
+  if value <= 0x1fffff: return 3
+  if value <= 0xfffffff: return 4
+  if value <= 0x7ffffffff: return 5
+  if value <= 0x3ffffffffff: return 6
+  if value <= 0x1ffffffffffff: return 7
+  if value <= 0xffffffffffffff: return 8
+  if value <= 0x7fffffffffffffff: return 9
+  return 10
+
+
+def _TagSize(field_number):
+  """Returns the number of bytes required to serialize a tag with this field
+  number."""
+  # Just pass in type 0, since the type won't affect the tag+type size.
+  return _VarintSize(wire_format.PackTag(field_number, 0))
+
+
+# --------------------------------------------------------------------
+# In this section we define some generic sizers.  Each of these functions
+# takes parameters specific to a particular field type, e.g. int32 or fixed64.
+# It returns another function which in turn takes parameters specific to a
+# particular field, e.g. the field number and whether it is repeated or packed.
+# Look at the next section to see how these are used.
+
+
+def _SimpleSizer(compute_value_size):
+  """A sizer which uses the function compute_value_size to compute the size of
+  each value.  Typically compute_value_size is _VarintSize."""
+
+  def SpecificSizer(field_number, is_repeated, is_packed):
+    tag_size = _TagSize(field_number)
+    if is_packed:
+      local_VarintSize = _VarintSize
+      def PackedFieldSize(value):
+        result = 0
+        for element in value:
+          result += compute_value_size(element)
+        return result + local_VarintSize(result) + tag_size
+      return PackedFieldSize
+    elif is_repeated:
+      def RepeatedFieldSize(value):
+        result = tag_size * len(value)
+        for element in value:
+          result += compute_value_size(element)
+        return result
+      return RepeatedFieldSize
+    else:
+      def FieldSize(value):
+        return tag_size + compute_value_size(value)
+      return FieldSize
+
+  return SpecificSizer
+
+
+def _ModifiedSizer(compute_value_size, modify_value):
+  """Like SimpleSizer, but modify_value is invoked on each value before it is
+  passed to compute_value_size.  modify_value is typically ZigZagEncode."""
+
+  def SpecificSizer(field_number, is_repeated, is_packed):
+    tag_size = _TagSize(field_number)
+    if is_packed:
+      local_VarintSize = _VarintSize
+      def PackedFieldSize(value):
+        result = 0
+        for element in value:
+          result += compute_value_size(modify_value(element))
+        return result + local_VarintSize(result) + tag_size
+      return PackedFieldSize
+    elif is_repeated:
+      def RepeatedFieldSize(value):
+        result = tag_size * len(value)
+        for element in value:
+          result += compute_value_size(modify_value(element))
+        return result
+      return RepeatedFieldSize
+    else:
+      def FieldSize(value):
+        return tag_size + compute_value_size(modify_value(value))
+      return FieldSize
+
+  return SpecificSizer
+
+
+def _FixedSizer(value_size):
+  """Like _SimpleSizer except for a fixed-size field.  The input is the size
+  of one value."""
+
+  def SpecificSizer(field_number, is_repeated, is_packed):
+    tag_size = _TagSize(field_number)
+    if is_packed:
+      local_VarintSize = _VarintSize
+      def PackedFieldSize(value):
+        result = len(value) * value_size
+        return result + local_VarintSize(result) + tag_size
+      return PackedFieldSize
+    elif is_repeated:
+      element_size = value_size + tag_size
+      def RepeatedFieldSize(value):
+        return len(value) * element_size
+      return RepeatedFieldSize
+    else:
+      field_size = value_size + tag_size
+      def FieldSize(value):
+        return field_size
+      return FieldSize
+
+  return SpecificSizer
+
+
+# ====================================================================
+# Here we declare a sizer constructor for each field type.  Each "sizer
+# constructor" is a function that takes (field_number, is_repeated, is_packed)
+# as parameters and returns a sizer, which in turn takes a field value as
+# a parameter and returns its encoded size.
+
+
+Int32Sizer = Int64Sizer = EnumSizer = _SimpleSizer(_SignedVarintSize)
+
+UInt32Sizer = UInt64Sizer = _SimpleSizer(_VarintSize)
+
+SInt32Sizer = SInt64Sizer = _ModifiedSizer(
+    _SignedVarintSize, wire_format.ZigZagEncode)
+
+Fixed32Sizer = SFixed32Sizer = FloatSizer  = _FixedSizer(4)
+Fixed64Sizer = SFixed64Sizer = DoubleSizer = _FixedSizer(8)
+
+BoolSizer = _FixedSizer(1)
+
+
+def StringSizer(field_number, is_repeated, is_packed):
+  """Returns a sizer for a string field."""
+
+  tag_size = _TagSize(field_number)
+  local_VarintSize = _VarintSize
+  local_len = len
+  assert not is_packed
+  if is_repeated:
+    def RepeatedFieldSize(value):
+      result = tag_size * len(value)
+      for element in value:
+        l = local_len(element.encode('utf-8'))
+        result += local_VarintSize(l) + l
+      return result
+    return RepeatedFieldSize
+  else:
+    def FieldSize(value):
+      l = local_len(value.encode('utf-8'))
+      return tag_size + local_VarintSize(l) + l
+    return FieldSize
+
+
+def BytesSizer(field_number, is_repeated, is_packed):
+  """Returns a sizer for a bytes field."""
+
+  tag_size = _TagSize(field_number)
+  local_VarintSize = _VarintSize
+  local_len = len
+  assert not is_packed
+  if is_repeated:
+    def RepeatedFieldSize(value):
+      result = tag_size * len(value)
+      for element in value:
+        l = local_len(element)
+        result += local_VarintSize(l) + l
+      return result
+    return RepeatedFieldSize
+  else:
+    def FieldSize(value):
+      l = local_len(value)
+      return tag_size + local_VarintSize(l) + l
+    return FieldSize
+
+
+def GroupSizer(field_number, is_repeated, is_packed):
+  """Returns a sizer for a group field."""
+
+  tag_size = _TagSize(field_number) * 2
+  assert not is_packed
+  if is_repeated:
+    def RepeatedFieldSize(value):
+      result = tag_size * len(value)
+      for element in value:
+        result += element.ByteSize()
+      return result
+    return RepeatedFieldSize
+  else:
+    def FieldSize(value):
+      return tag_size + value.ByteSize()
+    return FieldSize
+
+
+def MessageSizer(field_number, is_repeated, is_packed):
+  """Returns a sizer for a message field."""
+
+  tag_size = _TagSize(field_number)
+  local_VarintSize = _VarintSize
+  assert not is_packed
+  if is_repeated:
+    def RepeatedFieldSize(value):
+      result = tag_size * len(value)
+      for element in value:
+        l = element.ByteSize()
+        result += local_VarintSize(l) + l
+      return result
+    return RepeatedFieldSize
+  else:
+    def FieldSize(value):
+      l = value.ByteSize()
+      return tag_size + local_VarintSize(l) + l
+    return FieldSize
+
+
+# --------------------------------------------------------------------
+# MessageSet is special: it needs custom logic to compute its size properly.
+
+
+def MessageSetItemSizer(field_number):
+  """Returns a sizer for extensions of MessageSet.
+
+  The message set message looks like this:
+    message MessageSet {
+      repeated group Item = 1 {
+        required int32 type_id = 2;
+        required string message = 3;
+      }
+    }
+  """
+  static_size = (_TagSize(1) * 2 + _TagSize(2) + _VarintSize(field_number) +
+                 _TagSize(3))
+  local_VarintSize = _VarintSize
+
+  def FieldSize(value):
+    l = value.ByteSize()
+    return static_size + local_VarintSize(l) + l
+
+  return FieldSize
+
+
+# --------------------------------------------------------------------
+# Map is special: it needs custom logic to compute its size properly.
+
+
+def MapSizer(field_descriptor, is_message_map):
+  """Returns a sizer for a map field."""
+
+  # Can't look at field_descriptor.message_type._concrete_class because it may
+  # not have been initialized yet.
+  message_type = field_descriptor.message_type
+  message_sizer = MessageSizer(field_descriptor.number, False, False)
+
+  def FieldSize(map_value):
+    total = 0
+    for key in map_value:
+      value = map_value[key]
+      # It's wasteful to create the messages and throw them away one second
+      # later since we'll do the same for the actual encode.  But there's not an
+      # obvious way to avoid this within the current design without tons of code
+      # duplication. For message map, value.ByteSize() should be called to
+      # update the status.
+      entry_msg = message_type._concrete_class(key=key, value=value)
+      total += message_sizer(entry_msg)
+      if is_message_map:
+        value.ByteSize()
+    return total
+
+  return FieldSize
+
+# ====================================================================
+# Encoders!
+
+
+def _VarintEncoder():
+  """Return an encoder for a basic varint value (does not include tag)."""
+
+  local_int2byte = struct.Struct('>B').pack
+
+  def EncodeVarint(write, value, unused_deterministic=None):
+    bits = value & 0x7f
+    value >>= 7
+    while value:
+      write(local_int2byte(0x80|bits))
+      bits = value & 0x7f
+      value >>= 7
+    return write(local_int2byte(bits))
+
+  return EncodeVarint
+
+
+def _SignedVarintEncoder():
+  """Return an encoder for a basic signed varint value (does not include
+  tag)."""
+
+  local_int2byte = struct.Struct('>B').pack
+
+  def EncodeSignedVarint(write, value, unused_deterministic=None):
+    if value < 0:
+      value += (1 << 64)
+    bits = value & 0x7f
+    value >>= 7
+    while value:
+      write(local_int2byte(0x80|bits))
+      bits = value & 0x7f
+      value >>= 7
+    return write(local_int2byte(bits))
+
+  return EncodeSignedVarint
+
+
+_EncodeVarint = _VarintEncoder()
+_EncodeSignedVarint = _SignedVarintEncoder()
+
+
+def _VarintBytes(value):
+  """Encode the given integer as a varint and return the bytes.  This is only
+  called at startup time so it doesn't need to be fast."""
+
+  pieces = []
+  _EncodeVarint(pieces.append, value, True)
+  return b"".join(pieces)
+
+
+def TagBytes(field_number, wire_type):
+  """Encode the given tag and return the bytes.  Only called at startup."""
+
+  return bytes(_VarintBytes(wire_format.PackTag(field_number, wire_type)))
+
+# --------------------------------------------------------------------
+# As with sizers (see above), we have a number of common encoder
+# implementations.
+
+
+def _SimpleEncoder(wire_type, encode_value, compute_value_size):
+  """Return a constructor for an encoder for fields of a particular type.
+
+  Args:
+      wire_type:  The field's wire type, for encoding tags.
+      encode_value:  A function which encodes an individual value, e.g.
+        _EncodeVarint().
+      compute_value_size:  A function which computes the size of an individual
+        value, e.g. _VarintSize().
+  """
+
+  def SpecificEncoder(field_number, is_repeated, is_packed):
+    if is_packed:
+      tag_bytes = TagBytes(field_number, wire_format.WIRETYPE_LENGTH_DELIMITED)
+      local_EncodeVarint = _EncodeVarint
+      def EncodePackedField(write, value, deterministic):
+        write(tag_bytes)
+        size = 0
+        for element in value:
+          size += compute_value_size(element)
+        local_EncodeVarint(write, size, deterministic)
+        for element in value:
+          encode_value(write, element, deterministic)
+      return EncodePackedField
+    elif is_repeated:
+      tag_bytes = TagBytes(field_number, wire_type)
+      def EncodeRepeatedField(write, value, deterministic):
+        for element in value:
+          write(tag_bytes)
+          encode_value(write, element, deterministic)
+      return EncodeRepeatedField
+    else:
+      tag_bytes = TagBytes(field_number, wire_type)
+      def EncodeField(write, value, deterministic):
+        write(tag_bytes)
+        return encode_value(write, value, deterministic)
+      return EncodeField
+
+  return SpecificEncoder
+
+
+def _ModifiedEncoder(wire_type, encode_value, compute_value_size, modify_value):
+  """Like SimpleEncoder but additionally invokes modify_value on every value
+  before passing it to encode_value.  Usually modify_value is ZigZagEncode."""
+
+  def SpecificEncoder(field_number, is_repeated, is_packed):
+    if is_packed:
+      tag_bytes = TagBytes(field_number, wire_format.WIRETYPE_LENGTH_DELIMITED)
+      local_EncodeVarint = _EncodeVarint
+      def EncodePackedField(write, value, deterministic):
+        write(tag_bytes)
+        size = 0
+        for element in value:
+          size += compute_value_size(modify_value(element))
+        local_EncodeVarint(write, size, deterministic)
+        for element in value:
+          encode_value(write, modify_value(element), deterministic)
+      return EncodePackedField
+    elif is_repeated:
+      tag_bytes = TagBytes(field_number, wire_type)
+      def EncodeRepeatedField(write, value, deterministic):
+        for element in value:
+          write(tag_bytes)
+          encode_value(write, modify_value(element), deterministic)
+      return EncodeRepeatedField
+    else:
+      tag_bytes = TagBytes(field_number, wire_type)
+      def EncodeField(write, value, deterministic):
+        write(tag_bytes)
+        return encode_value(write, modify_value(value), deterministic)
+      return EncodeField
+
+  return SpecificEncoder
+
+
+def _StructPackEncoder(wire_type, format):
+  """Return a constructor for an encoder for a fixed-width field.
+
+  Args:
+      wire_type:  The field's wire type, for encoding tags.
+      format:  The format string to pass to struct.pack().
+  """
+
+  value_size = struct.calcsize(format)
+
+  def SpecificEncoder(field_number, is_repeated, is_packed):
+    local_struct_pack = struct.pack
+    if is_packed:
+      tag_bytes = TagBytes(field_number, wire_format.WIRETYPE_LENGTH_DELIMITED)
+      local_EncodeVarint = _EncodeVarint
+      def EncodePackedField(write, value, deterministic):
+        write(tag_bytes)
+        local_EncodeVarint(write, len(value) * value_size, deterministic)
+        for element in value:
+          write(local_struct_pack(format, element))
+      return EncodePackedField
+    elif is_repeated:
+      tag_bytes = TagBytes(field_number, wire_type)
+      def EncodeRepeatedField(write, value, unused_deterministic=None):
+        for element in value:
+          write(tag_bytes)
+          write(local_struct_pack(format, element))
+      return EncodeRepeatedField
+    else:
+      tag_bytes = TagBytes(field_number, wire_type)
+      def EncodeField(write, value, unused_deterministic=None):
+        write(tag_bytes)
+        return write(local_struct_pack(format, value))
+      return EncodeField
+
+  return SpecificEncoder
+
+
+def _FloatingPointEncoder(wire_type, format):
+  """Return a constructor for an encoder for float fields.
+
+  This is like StructPackEncoder, but catches errors that may be due to
+  passing non-finite floating-point values to struct.pack, and makes a
+  second attempt to encode those values.
+
+  Args:
+      wire_type:  The field's wire type, for encoding tags.
+      format:  The format string to pass to struct.pack().
+  """
+
+  value_size = struct.calcsize(format)
+  if value_size == 4:
+    def EncodeNonFiniteOrRaise(write, value):
+      # Remember that the serialized form uses little-endian byte order.
+      if value == _POS_INF:
+        write(b'\x00\x00\x80\x7F')
+      elif value == _NEG_INF:
+        write(b'\x00\x00\x80\xFF')
+      elif value != value:           # NaN
+        write(b'\x00\x00\xC0\x7F')
+      else:
+        raise
+  elif value_size == 8:
+    def EncodeNonFiniteOrRaise(write, value):
+      if value == _POS_INF:
+        write(b'\x00\x00\x00\x00\x00\x00\xF0\x7F')
+      elif value == _NEG_INF:
+        write(b'\x00\x00\x00\x00\x00\x00\xF0\xFF')
+      elif value != value:                         # NaN
+        write(b'\x00\x00\x00\x00\x00\x00\xF8\x7F')
+      else:
+        raise
+  else:
+    raise ValueError('Can\'t encode floating-point values that are '
+                     '%d bytes long (only 4 or 8)' % value_size)
+
+  def SpecificEncoder(field_number, is_repeated, is_packed):
+    local_struct_pack = struct.pack
+    if is_packed:
+      tag_bytes = TagBytes(field_number, wire_format.WIRETYPE_LENGTH_DELIMITED)
+      local_EncodeVarint = _EncodeVarint
+      def EncodePackedField(write, value, deterministic):
+        write(tag_bytes)
+        local_EncodeVarint(write, len(value) * value_size, deterministic)
+        for element in value:
+          # This try/except block is going to be faster than any code that
+          # we could write to check whether element is finite.
+          try:
+            write(local_struct_pack(format, element))
+          except SystemError:
+            EncodeNonFiniteOrRaise(write, element)
+      return EncodePackedField
+    elif is_repeated:
+      tag_bytes = TagBytes(field_number, wire_type)
+      def EncodeRepeatedField(write, value, unused_deterministic=None):
+        for element in value:
+          write(tag_bytes)
+          try:
+            write(local_struct_pack(format, element))
+          except SystemError:
+            EncodeNonFiniteOrRaise(write, element)
+      return EncodeRepeatedField
+    else:
+      tag_bytes = TagBytes(field_number, wire_type)
+      def EncodeField(write, value, unused_deterministic=None):
+        write(tag_bytes)
+        try:
+          write(local_struct_pack(format, value))
+        except SystemError:
+          EncodeNonFiniteOrRaise(write, value)
+      return EncodeField
+
+  return SpecificEncoder
+
+
+# ====================================================================
+# Here we declare an encoder constructor for each field type.  These work
+# very similarly to sizer constructors, described earlier.
+
+
+Int32Encoder = Int64Encoder = EnumEncoder = _SimpleEncoder(
+    wire_format.WIRETYPE_VARINT, _EncodeSignedVarint, _SignedVarintSize)
+
+UInt32Encoder = UInt64Encoder = _SimpleEncoder(
+    wire_format.WIRETYPE_VARINT, _EncodeVarint, _VarintSize)
+
+SInt32Encoder = SInt64Encoder = _ModifiedEncoder(
+    wire_format.WIRETYPE_VARINT, _EncodeVarint, _VarintSize,
+    wire_format.ZigZagEncode)
+
+# Note that Python conveniently guarantees that when using the '<' prefix on
+# formats, they will also have the same size across all platforms (as opposed
+# to without the prefix, where their sizes depend on the C compiler's basic
+# type sizes).
+Fixed32Encoder  = _StructPackEncoder(wire_format.WIRETYPE_FIXED32, '<I')
+Fixed64Encoder  = _StructPackEncoder(wire_format.WIRETYPE_FIXED64, '<Q')
+SFixed32Encoder = _StructPackEncoder(wire_format.WIRETYPE_FIXED32, '<i')
+SFixed64Encoder = _StructPackEncoder(wire_format.WIRETYPE_FIXED64, '<q')
+FloatEncoder    = _FloatingPointEncoder(wire_format.WIRETYPE_FIXED32, '<f')
+DoubleEncoder   = _FloatingPointEncoder(wire_format.WIRETYPE_FIXED64, '<d')
+
+
+def BoolEncoder(field_number, is_repeated, is_packed):
+  """Returns an encoder for a boolean field."""
+
+  false_byte = b'\x00'
+  true_byte = b'\x01'
+  if is_packed:
+    tag_bytes = TagBytes(field_number, wire_format.WIRETYPE_LENGTH_DELIMITED)
+    local_EncodeVarint = _EncodeVarint
+    def EncodePackedField(write, value, deterministic):
+      write(tag_bytes)
+      local_EncodeVarint(write, len(value), deterministic)
+      for element in value:
+        if element:
+          write(true_byte)
+        else:
+          write(false_byte)
+    return EncodePackedField
+  elif is_repeated:
+    tag_bytes = TagBytes(field_number, wire_format.WIRETYPE_VARINT)
+    def EncodeRepeatedField(write, value, unused_deterministic=None):
+      for element in value:
+        write(tag_bytes)
+        if element:
+          write(true_byte)
+        else:
+          write(false_byte)
+    return EncodeRepeatedField
+  else:
+    tag_bytes = TagBytes(field_number, wire_format.WIRETYPE_VARINT)
+    def EncodeField(write, value, unused_deterministic=None):
+      write(tag_bytes)
+      if value:
+        return write(true_byte)
+      return write(false_byte)
+    return EncodeField
+
+
+def StringEncoder(field_number, is_repeated, is_packed):
+  """Returns an encoder for a string field."""
+
+  tag = TagBytes(field_number, wire_format.WIRETYPE_LENGTH_DELIMITED)
+  local_EncodeVarint = _EncodeVarint
+  local_len = len
+  assert not is_packed
+  if is_repeated:
+    def EncodeRepeatedField(write, value, deterministic):
+      for element in value:
+        encoded = element.encode('utf-8')
+        write(tag)
+        local_EncodeVarint(write, local_len(encoded), deterministic)
+        write(encoded)
+    return EncodeRepeatedField
+  else:
+    def EncodeField(write, value, deterministic):
+      encoded = value.encode('utf-8')
+      write(tag)
+      local_EncodeVarint(write, local_len(encoded), deterministic)
+      return write(encoded)
+    return EncodeField
+
+
+def BytesEncoder(field_number, is_repeated, is_packed):
+  """Returns an encoder for a bytes field."""
+
+  tag = TagBytes(field_number, wire_format.WIRETYPE_LENGTH_DELIMITED)
+  local_EncodeVarint = _EncodeVarint
+  local_len = len
+  assert not is_packed
+  if is_repeated:
+    def EncodeRepeatedField(write, value, deterministic):
+      for element in value:
+        write(tag)
+        local_EncodeVarint(write, local_len(element), deterministic)
+        write(element)
+    return EncodeRepeatedField
+  else:
+    def EncodeField(write, value, deterministic):
+      write(tag)
+      local_EncodeVarint(write, local_len(value), deterministic)
+      return write(value)
+    return EncodeField
+
+
+def GroupEncoder(field_number, is_repeated, is_packed):
+  """Returns an encoder for a group field."""
+
+  start_tag = TagBytes(field_number, wire_format.WIRETYPE_START_GROUP)
+  end_tag = TagBytes(field_number, wire_format.WIRETYPE_END_GROUP)
+  assert not is_packed
+  if is_repeated:
+    def EncodeRepeatedField(write, value, deterministic):
+      for element in value:
+        write(start_tag)
+        element._InternalSerialize(write, deterministic)
+        write(end_tag)
+    return EncodeRepeatedField
+  else:
+    def EncodeField(write, value, deterministic):
+      write(start_tag)
+      value._InternalSerialize(write, deterministic)
+      return write(end_tag)
+    return EncodeField
+
+
+def MessageEncoder(field_number, is_repeated, is_packed):
+  """Returns an encoder for a message field."""
+
+  tag = TagBytes(field_number, wire_format.WIRETYPE_LENGTH_DELIMITED)
+  local_EncodeVarint = _EncodeVarint
+  assert not is_packed
+  if is_repeated:
+    def EncodeRepeatedField(write, value, deterministic):
+      for element in value:
+        write(tag)
+        local_EncodeVarint(write, element.ByteSize(), deterministic)
+        element._InternalSerialize(write, deterministic)
+    return EncodeRepeatedField
+  else:
+    def EncodeField(write, value, deterministic):
+      write(tag)
+      local_EncodeVarint(write, value.ByteSize(), deterministic)
+      return value._InternalSerialize(write, deterministic)
+    return EncodeField
+
+
+# --------------------------------------------------------------------
+# As before, MessageSet is special.
+
+
+def MessageSetItemEncoder(field_number):
+  """Encoder for extensions of MessageSet.
+
+  The message set message looks like this:
+    message MessageSet {
+      repeated group Item = 1 {
+        required int32 type_id = 2;
+        required string message = 3;
+      }
+    }
+  """
+  start_bytes = b"".join([
+      TagBytes(1, wire_format.WIRETYPE_START_GROUP),
+      TagBytes(2, wire_format.WIRETYPE_VARINT),
+      _VarintBytes(field_number),
+      TagBytes(3, wire_format.WIRETYPE_LENGTH_DELIMITED)])
+  end_bytes = TagBytes(1, wire_format.WIRETYPE_END_GROUP)
+  local_EncodeVarint = _EncodeVarint
+
+  def EncodeField(write, value, deterministic):
+    write(start_bytes)
+    local_EncodeVarint(write, value.ByteSize(), deterministic)
+    value._InternalSerialize(write, deterministic)
+    return write(end_bytes)
+
+  return EncodeField
+
+
+# --------------------------------------------------------------------
+# As before, Map is special.
+
+
+def MapEncoder(field_descriptor):
+  """Encoder for extensions of MessageSet.
+
+  Maps always have a wire format like this:
+    message MapEntry {
+      key_type key = 1;
+      value_type value = 2;
+    }
+    repeated MapEntry map = N;
+  """
+  # Can't look at field_descriptor.message_type._concrete_class because it may
+  # not have been initialized yet.
+  message_type = field_descriptor.message_type
+  encode_message = MessageEncoder(field_descriptor.number, False, False)
+
+  def EncodeField(write, value, deterministic):
+    value_keys = sorted(value.keys()) if deterministic else value
+    for key in value_keys:
+      entry_msg = message_type._concrete_class(key=key, value=value[key])
+      encode_message(write, entry_msg, deterministic)
+
+  return EncodeField

PaddleOCR_ali1k_det_rec_300epoch_standalone/google/protobuf/internal/enum_type_wrapper.py

@@ -0,0 +1,124 @@
+# Protocol Buffers - Google's data interchange format
+# Copyright 2008 Google Inc.  All rights reserved.
+# https://developers.google.com/protocol-buffers/
+#
+# Redistribution and use in source and binary forms, with or without
+# modification, are permitted provided that the following conditions are
+# met:
+#
+#     * Redistributions of source code must retain the above copyright
+# notice, this list of conditions and the following disclaimer.
+#     * Redistributions in binary form must reproduce the above
+# copyright notice, this list of conditions and the following disclaimer
+# in the documentation and/or other materials provided with the
+# distribution.
+#     * Neither the name of Google Inc. nor the names of its
+# contributors may be used to endorse or promote products derived from
+# this software without specific prior written permission.
+#
+# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+# A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+# OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+"""A simple wrapper around enum types to expose utility functions.
+
+Instances are created as properties with the same name as the enum they wrap
+on proto classes.  For usage, see:
+  reflection_test.py
+"""
+
+__author__ = 'rabsatt@google.com (Kevin Rabsatt)'
+
+
+class EnumTypeWrapper(object):
+  """A utility for finding the names of enum values."""
+
+  DESCRIPTOR = None
+
+  # This is a type alias, which mypy typing stubs can type as
+  # a genericized parameter constrained to an int, allowing subclasses
+  # to be typed with more constraint in .pyi stubs
+  # Eg.
+  # def MyGeneratedEnum(Message):
+  #   ValueType = NewType('ValueType', int)
+  #   def Name(self, number: MyGeneratedEnum.ValueType) -> str
+  ValueType = int
+
+  def __init__(self, enum_type):
+    """Inits EnumTypeWrapper with an EnumDescriptor."""
+    self._enum_type = enum_type
+    self.DESCRIPTOR = enum_type  # pylint: disable=invalid-name
+
+  def Name(self, number):  # pylint: disable=invalid-name
+    """Returns a string containing the name of an enum value."""
+    try:
+      return self._enum_type.values_by_number[number].name
+    except KeyError:
+      pass  # fall out to break exception chaining
+
+    if not isinstance(number, int):
+      raise TypeError(
+          'Enum value for {} must be an int, but got {} {!r}.'.format(
+              self._enum_type.name, type(number), number))
+    else:
+      # repr here to handle the odd case when you pass in a boolean.
+      raise ValueError('Enum {} has no name defined for value {!r}'.format(
+          self._enum_type.name, number))
+
+  def Value(self, name):  # pylint: disable=invalid-name
+    """Returns the value corresponding to the given enum name."""
+    try:
+      return self._enum_type.values_by_name[name].number
+    except KeyError:
+      pass  # fall out to break exception chaining
+    raise ValueError('Enum {} has no value defined for name {!r}'.format(
+        self._enum_type.name, name))
+
+  def keys(self):
+    """Return a list of the string names in the enum.
+
+    Returns:
+      A list of strs, in the order they were defined in the .proto file.
+    """
+
+    return [value_descriptor.name
+            for value_descriptor in self._enum_type.values]
+
+  def values(self):
+    """Return a list of the integer values in the enum.
+
+    Returns:
+      A list of ints, in the order they were defined in the .proto file.
+    """
+
+    return [value_descriptor.number
+            for value_descriptor in self._enum_type.values]
+
+  def items(self):
+    """Return a list of the (name, value) pairs of the enum.
+
+    Returns:
+      A list of (str, int) pairs, in the order they were defined
+      in the .proto file.
+    """
+    return [(value_descriptor.name, value_descriptor.number)
+            for value_descriptor in self._enum_type.values]
+
+  def __getattr__(self, name):
+    """Returns the value corresponding to the given enum name."""
+    try:
+      return super(
+          EnumTypeWrapper,
+          self).__getattribute__('_enum_type').values_by_name[name].number
+    except KeyError:
+      pass  # fall out to break exception chaining
+    raise AttributeError('Enum {} has no value defined for name {!r}'.format(
+        self._enum_type.name, name))

PaddleOCR_ali1k_det_rec_300epoch_standalone/google/protobuf/internal/extension_dict.py

@@ -0,0 +1,213 @@
+# Protocol Buffers - Google's data interchange format
+# Copyright 2008 Google Inc.  All rights reserved.
+# https://developers.google.com/protocol-buffers/
+#
+# Redistribution and use in source and binary forms, with or without
+# modification, are permitted provided that the following conditions are
+# met:
+#
+#     * Redistributions of source code must retain the above copyright
+# notice, this list of conditions and the following disclaimer.
+#     * Redistributions in binary form must reproduce the above
+# copyright notice, this list of conditions and the following disclaimer
+# in the documentation and/or other materials provided with the
+# distribution.
+#     * Neither the name of Google Inc. nor the names of its
+# contributors may be used to endorse or promote products derived from
+# this software without specific prior written permission.
+#
+# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+# A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+# OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+"""Contains _ExtensionDict class to represent extensions.
+"""
+
+from google.protobuf.internal import type_checkers
+from google.protobuf.descriptor import FieldDescriptor
+
+
+def _VerifyExtensionHandle(message, extension_handle):
+  """Verify that the given extension handle is valid."""
+
+  if not isinstance(extension_handle, FieldDescriptor):
+    raise KeyError('HasExtension() expects an extension handle, got: %s' %
+                   extension_handle)
+
+  if not extension_handle.is_extension:
+    raise KeyError('"%s" is not an extension.' % extension_handle.full_name)
+
+  if not extension_handle.containing_type:
+    raise KeyError('"%s" is missing a containing_type.'
+                   % extension_handle.full_name)
+
+  if extension_handle.containing_type is not message.DESCRIPTOR:
+    raise KeyError('Extension "%s" extends message type "%s", but this '
+                   'message is of type "%s".' %
+                   (extension_handle.full_name,
+                    extension_handle.containing_type.full_name,
+                    message.DESCRIPTOR.full_name))
+
+
+# TODO(robinson): Unify error handling of "unknown extension" crap.
+# TODO(robinson): Support iteritems()-style iteration over all
+# extensions with the "has" bits turned on?
+class _ExtensionDict(object):
+
+  """Dict-like container for Extension fields on proto instances.
+
+  Note that in all cases we expect extension handles to be
+  FieldDescriptors.
+  """
+
+  def __init__(self, extended_message):
+    """
+    Args:
+      extended_message: Message instance for which we are the Extensions dict.
+    """
+    self._extended_message = extended_message
+
+  def __getitem__(self, extension_handle):
+    """Returns the current value of the given extension handle."""
+
+    _VerifyExtensionHandle(self._extended_message, extension_handle)
+
+    result = self._extended_message._fields.get(extension_handle)
+    if result is not None:
+      return result
+
+    if extension_handle.label == FieldDescriptor.LABEL_REPEATED:
+      result = extension_handle._default_constructor(self._extended_message)
+    elif extension_handle.cpp_type == FieldDescriptor.CPPTYPE_MESSAGE:
+      message_type = extension_handle.message_type
+      if not hasattr(message_type, '_concrete_class'):
+        # pylint: disable=protected-access
+        self._extended_message._FACTORY.GetPrototype(message_type)
+      assert getattr(extension_handle.message_type, '_concrete_class', None), (
+          'Uninitialized concrete class found for field %r (message type %r)'
+          % (extension_handle.full_name,
+             extension_handle.message_type.full_name))
+      result = extension_handle.message_type._concrete_class()
+      try:
+        result._SetListener(self._extended_message._listener_for_children)
+      except ReferenceError:
+        pass
+    else:
+      # Singular scalar -- just return the default without inserting into the
+      # dict.
+      return extension_handle.default_value
+
+    # Atomically check if another thread has preempted us and, if not, swap
+    # in the new object we just created.  If someone has preempted us, we
+    # take that object and discard ours.
+    # WARNING:  We are relying on setdefault() being atomic.  This is true
+    #   in CPython but we haven't investigated others.  This warning appears
+    #   in several other locations in this file.
+    result = self._extended_message._fields.setdefault(
+        extension_handle, result)
+
+    return result
+
+  def __eq__(self, other):
+    if not isinstance(other, self.__class__):
+      return False
+
+    my_fields = self._extended_message.ListFields()
+    other_fields = other._extended_message.ListFields()
+
+    # Get rid of non-extension fields.
+    my_fields = [field for field in my_fields if field.is_extension]
+    other_fields = [field for field in other_fields if field.is_extension]
+
+    return my_fields == other_fields
+
+  def __ne__(self, other):
+    return not self == other
+
+  def __len__(self):
+    fields = self._extended_message.ListFields()
+    # Get rid of non-extension fields.
+    extension_fields = [field for field in fields if field[0].is_extension]
+    return len(extension_fields)
+
+  def __hash__(self):
+    raise TypeError('unhashable object')
+
+  # Note that this is only meaningful for non-repeated, scalar extension
+  # fields.  Note also that we may have to call _Modified() when we do
+  # successfully set a field this way, to set any necessary "has" bits in the
+  # ancestors of the extended message.
+  def __setitem__(self, extension_handle, value):
+    """If extension_handle specifies a non-repeated, scalar extension
+    field, sets the value of that field.
+    """
+
+    _VerifyExtensionHandle(self._extended_message, extension_handle)
+
+    if (extension_handle.label == FieldDescriptor.LABEL_REPEATED or
+        extension_handle.cpp_type == FieldDescriptor.CPPTYPE_MESSAGE):
+      raise TypeError(
+          'Cannot assign to extension "%s" because it is a repeated or '
+          'composite type.' % extension_handle.full_name)
+
+    # It's slightly wasteful to lookup the type checker each time,
+    # but we expect this to be a vanishingly uncommon case anyway.
+    type_checker = type_checkers.GetTypeChecker(extension_handle)
+    # pylint: disable=protected-access
+    self._extended_message._fields[extension_handle] = (
+        type_checker.CheckValue(value))
+    self._extended_message._Modified()
+
+  def __delitem__(self, extension_handle):
+    self._extended_message.ClearExtension(extension_handle)
+
+  def _FindExtensionByName(self, name):
+    """Tries to find a known extension with the specified name.
+
+    Args:
+      name: Extension full name.
+
+    Returns:
+      Extension field descriptor.
+    """
+    return self._extended_message._extensions_by_name.get(name, None)
+
+  def _FindExtensionByNumber(self, number):
+    """Tries to find a known extension with the field number.
+
+    Args:
+      number: Extension field number.
+
+    Returns:
+      Extension field descriptor.
+    """
+    return self._extended_message._extensions_by_number.get(number, None)
+
+  def __iter__(self):
+    # Return a generator over the populated extension fields
+    return (f[0] for f in self._extended_message.ListFields()
+            if f[0].is_extension)
+
+  def __contains__(self, extension_handle):
+    _VerifyExtensionHandle(self._extended_message, extension_handle)
+
+    if extension_handle not in self._extended_message._fields:
+      return False
+
+    if extension_handle.label == FieldDescriptor.LABEL_REPEATED:
+      return bool(self._extended_message._fields.get(extension_handle))
+
+    if extension_handle.cpp_type == FieldDescriptor.CPPTYPE_MESSAGE:
+      value = self._extended_message._fields.get(extension_handle)
+      # pylint: disable=protected-access
+      return value is not None and value._is_present_in_parent
+
+    return True

PaddleOCR_ali1k_det_rec_300epoch_standalone/google/protobuf/internal/message_listener.py

@@ -0,0 +1,78 @@
+# Protocol Buffers - Google's data interchange format
+# Copyright 2008 Google Inc.  All rights reserved.
+# https://developers.google.com/protocol-buffers/
+#
+# Redistribution and use in source and binary forms, with or without
+# modification, are permitted provided that the following conditions are
+# met:
+#
+#     * Redistributions of source code must retain the above copyright
+# notice, this list of conditions and the following disclaimer.
+#     * Redistributions in binary form must reproduce the above
+# copyright notice, this list of conditions and the following disclaimer
+# in the documentation and/or other materials provided with the
+# distribution.
+#     * Neither the name of Google Inc. nor the names of its
+# contributors may be used to endorse or promote products derived from
+# this software without specific prior written permission.
+#
+# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+# A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+# OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+"""Defines a listener interface for observing certain
+state transitions on Message objects.
+
+Also defines a null implementation of this interface.
+"""
+
+__author__ = 'robinson@google.com (Will Robinson)'
+
+
+class MessageListener(object):
+
+  """Listens for modifications made to a message.  Meant to be registered via
+  Message._SetListener().
+
+  Attributes:
+    dirty:  If True, then calling Modified() would be a no-op.  This can be
+            used to avoid these calls entirely in the common case.
+  """
+
+  def Modified(self):
+    """Called every time the message is modified in such a way that the parent
+    message may need to be updated.  This currently means either:
+    (a) The message was modified for the first time, so the parent message
+        should henceforth mark the message as present.
+    (b) The message's cached byte size became dirty -- i.e. the message was
+        modified for the first time after a previous call to ByteSize().
+        Therefore the parent should also mark its byte size as dirty.
+    Note that (a) implies (b), since new objects start out with a client cached
+    size (zero).  However, we document (a) explicitly because it is important.
+
+    Modified() will *only* be called in response to one of these two events --
+    not every time the sub-message is modified.
+
+    Note that if the listener's |dirty| attribute is true, then calling
+    Modified at the moment would be a no-op, so it can be skipped.  Performance-
+    sensitive callers should check this attribute directly before calling since
+    it will be true most of the time.
+    """
+
+    raise NotImplementedError
+
+
+class NullMessageListener(object):
+
+  """No-op MessageListener implementation."""
+
+  def Modified(self):
+    pass

PaddleOCR_ali1k_det_rec_300epoch_standalone/google/protobuf/internal/python_message.py

@@ -0,0 +1,1539 @@
+# Protocol Buffers - Google's data interchange format
+# Copyright 2008 Google Inc.  All rights reserved.
+# https://developers.google.com/protocol-buffers/
+#
+# Redistribution and use in source and binary forms, with or without
+# modification, are permitted provided that the following conditions are
+# met:
+#
+#     * Redistributions of source code must retain the above copyright
+# notice, this list of conditions and the following disclaimer.
+#     * Redistributions in binary form must reproduce the above
+# copyright notice, this list of conditions and the following disclaimer
+# in the documentation and/or other materials provided with the
+# distribution.
+#     * Neither the name of Google Inc. nor the names of its
+# contributors may be used to endorse or promote products derived from
+# this software without specific prior written permission.
+#
+# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+# A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+# OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+# This code is meant to work on Python 2.4 and above only.
+#
+# TODO(robinson): Helpers for verbose, common checks like seeing if a
+# descriptor's cpp_type is CPPTYPE_MESSAGE.
+
+"""Contains a metaclass and helper functions used to create
+protocol message classes from Descriptor objects at runtime.
+
+Recall that a metaclass is the "type" of a class.
+(A class is to a metaclass what an instance is to a class.)
+
+In this case, we use the GeneratedProtocolMessageType metaclass
+to inject all the useful functionality into the classes
+output by the protocol compiler at compile-time.
+
+The upshot of all this is that the real implementation
+details for ALL pure-Python protocol buffers are *here in
+this file*.
+"""
+
+__author__ = 'robinson@google.com (Will Robinson)'
+
+from io import BytesIO
+import struct
+import sys
+import weakref
+
+# We use "as" to avoid name collisions with variables.
+from google.protobuf.internal import api_implementation
+from google.protobuf.internal import containers
+from google.protobuf.internal import decoder
+from google.protobuf.internal import encoder
+from google.protobuf.internal import enum_type_wrapper
+from google.protobuf.internal import extension_dict
+from google.protobuf.internal import message_listener as message_listener_mod
+from google.protobuf.internal import type_checkers
+from google.protobuf.internal import well_known_types
+from google.protobuf.internal import wire_format
+from google.protobuf import descriptor as descriptor_mod
+from google.protobuf import message as message_mod
+from google.protobuf import text_format
+
+_FieldDescriptor = descriptor_mod.FieldDescriptor
+_AnyFullTypeName = 'google.protobuf.Any'
+_ExtensionDict = extension_dict._ExtensionDict
+
+class GeneratedProtocolMessageType(type):
+
+  """Metaclass for protocol message classes created at runtime from Descriptors.
+
+  We add implementations for all methods described in the Message class.  We
+  also create properties to allow getting/setting all fields in the protocol
+  message.  Finally, we create slots to prevent users from accidentally
+  "setting" nonexistent fields in the protocol message, which then wouldn't get
+  serialized / deserialized properly.
+
+  The protocol compiler currently uses this metaclass to create protocol
+  message classes at runtime.  Clients can also manually create their own
+  classes at runtime, as in this example:
+
+  mydescriptor = Descriptor(.....)
+  factory = symbol_database.Default()
+  factory.pool.AddDescriptor(mydescriptor)
+  MyProtoClass = factory.GetPrototype(mydescriptor)
+  myproto_instance = MyProtoClass()
+  myproto.foo_field = 23
+  ...
+  """
+
+  # Must be consistent with the protocol-compiler code in
+  # proto2/compiler/internal/generator.*.
+  _DESCRIPTOR_KEY = 'DESCRIPTOR'
+
+  def __new__(cls, name, bases, dictionary):
+    """Custom allocation for runtime-generated class types.
+
+    We override __new__ because this is apparently the only place
+    where we can meaningfully set __slots__ on the class we're creating(?).
+    (The interplay between metaclasses and slots is not very well-documented).
+
+    Args:
+      name: Name of the class (ignored, but required by the
+        metaclass protocol).
+      bases: Base classes of the class we're constructing.
+        (Should be message.Message).  We ignore this field, but
+        it's required by the metaclass protocol
+      dictionary: The class dictionary of the class we're
+        constructing.  dictionary[_DESCRIPTOR_KEY] must contain
+        a Descriptor object describing this protocol message
+        type.
+
+    Returns:
+      Newly-allocated class.
+
+    Raises:
+      RuntimeError: Generated code only work with python cpp extension.
+    """
+    descriptor = dictionary[GeneratedProtocolMessageType._DESCRIPTOR_KEY]
+
+    if isinstance(descriptor, str):
+      raise RuntimeError('The generated code only work with python cpp '
+                         'extension, but it is using pure python runtime.')
+
+    # If a concrete class already exists for this descriptor, don't try to
+    # create another.  Doing so will break any messages that already exist with
+    # the existing class.
+    #
+    # The C++ implementation appears to have its own internal `PyMessageFactory`
+    # to achieve similar results.
+    #
+    # This most commonly happens in `text_format.py` when using descriptors from
+    # a custom pool; it calls symbol_database.Global().getPrototype() on a
+    # descriptor which already has an existing concrete class.
+    new_class = getattr(descriptor, '_concrete_class', None)
+    if new_class:
+      return new_class
+
+    if descriptor.full_name in well_known_types.WKTBASES:
+      bases += (well_known_types.WKTBASES[descriptor.full_name],)
+    _AddClassAttributesForNestedExtensions(descriptor, dictionary)
+    _AddSlots(descriptor, dictionary)
+
+    superclass = super(GeneratedProtocolMessageType, cls)
+    new_class = superclass.__new__(cls, name, bases, dictionary)
+    return new_class
+
+  def __init__(cls, name, bases, dictionary):
+    """Here we perform the majority of our work on the class.
+    We add enum getters, an __init__ method, implementations
+    of all Message methods, and properties for all fields
+    in the protocol type.
+
+    Args:
+      name: Name of the class (ignored, but required by the
+        metaclass protocol).
+      bases: Base classes of the class we're constructing.
+        (Should be message.Message).  We ignore this field, but
+        it's required by the metaclass protocol
+      dictionary: The class dictionary of the class we're
+        constructing.  dictionary[_DESCRIPTOR_KEY] must contain
+        a Descriptor object describing this protocol message
+        type.
+    """
+    descriptor = dictionary[GeneratedProtocolMessageType._DESCRIPTOR_KEY]
+
+    # If this is an _existing_ class looked up via `_concrete_class` in the
+    # __new__ method above, then we don't need to re-initialize anything.
+    existing_class = getattr(descriptor, '_concrete_class', None)
+    if existing_class:
+      assert existing_class is cls, (
+          'Duplicate `GeneratedProtocolMessageType` created for descriptor %r'
+          % (descriptor.full_name))
+      return
+
+    cls._decoders_by_tag = {}
+    if (descriptor.has_options and
+        descriptor.GetOptions().message_set_wire_format):
+      cls._decoders_by_tag[decoder.MESSAGE_SET_ITEM_TAG] = (
+          decoder.MessageSetItemDecoder(descriptor), None)
+
+    # Attach stuff to each FieldDescriptor for quick lookup later on.
+    for field in descriptor.fields:
+      _AttachFieldHelpers(cls, field)
+
+    descriptor._concrete_class = cls  # pylint: disable=protected-access
+    _AddEnumValues(descriptor, cls)
+    _AddInitMethod(descriptor, cls)
+    _AddPropertiesForFields(descriptor, cls)
+    _AddPropertiesForExtensions(descriptor, cls)
+    _AddStaticMethods(cls)
+    _AddMessageMethods(descriptor, cls)
+    _AddPrivateHelperMethods(descriptor, cls)
+
+    superclass = super(GeneratedProtocolMessageType, cls)
+    superclass.__init__(name, bases, dictionary)
+
+
+# Stateless helpers for GeneratedProtocolMessageType below.
+# Outside clients should not access these directly.
+#
+# I opted not to make any of these methods on the metaclass, to make it more
+# clear that I'm not really using any state there and to keep clients from
+# thinking that they have direct access to these construction helpers.
+
+
+def _PropertyName(proto_field_name):
+  """Returns the name of the public property attribute which
+  clients can use to get and (in some cases) set the value
+  of a protocol message field.
+
+  Args:
+    proto_field_name: The protocol message field name, exactly
+      as it appears (or would appear) in a .proto file.
+  """
+  # TODO(robinson): Escape Python keywords (e.g., yield), and test this support.
+  # nnorwitz makes my day by writing:
+  # """
+  # FYI.  See the keyword module in the stdlib. This could be as simple as:
+  #
+  # if keyword.iskeyword(proto_field_name):
+  #   return proto_field_name + "_"
+  # return proto_field_name
+  # """
+  # Kenton says:  The above is a BAD IDEA.  People rely on being able to use
+  #   getattr() and setattr() to reflectively manipulate field values.  If we
+  #   rename the properties, then every such user has to also make sure to apply
+  #   the same transformation.  Note that currently if you name a field "yield",
+  #   you can still access it just fine using getattr/setattr -- it's not even
+  #   that cumbersome to do so.
+  # TODO(kenton):  Remove this method entirely if/when everyone agrees with my
+  #   position.
+  return proto_field_name
+
+
+def _AddSlots(message_descriptor, dictionary):
+  """Adds a __slots__ entry to dictionary, containing the names of all valid
+  attributes for this message type.
+
+  Args:
+    message_descriptor: A Descriptor instance describing this message type.
+    dictionary: Class dictionary to which we'll add a '__slots__' entry.
+  """
+  dictionary['__slots__'] = ['_cached_byte_size',
+                             '_cached_byte_size_dirty',
+                             '_fields',
+                             '_unknown_fields',
+                             '_unknown_field_set',
+                             '_is_present_in_parent',
+                             '_listener',
+                             '_listener_for_children',
+                             '__weakref__',
+                             '_oneofs']
+
+
+def _IsMessageSetExtension(field):
+  return (field.is_extension and
+          field.containing_type.has_options and
+          field.containing_type.GetOptions().message_set_wire_format and
+          field.type == _FieldDescriptor.TYPE_MESSAGE and
+          field.label == _FieldDescriptor.LABEL_OPTIONAL)
+
+
+def _IsMapField(field):
+  return (field.type == _FieldDescriptor.TYPE_MESSAGE and
+          field.message_type.has_options and
+          field.message_type.GetOptions().map_entry)
+
+
+def _IsMessageMapField(field):
+  value_type = field.message_type.fields_by_name['value']
+  return value_type.cpp_type == _FieldDescriptor.CPPTYPE_MESSAGE
+
+
+def _AttachFieldHelpers(cls, field_descriptor):
+  is_repeated = (field_descriptor.label == _FieldDescriptor.LABEL_REPEATED)
+  is_packable = (is_repeated and
+                 wire_format.IsTypePackable(field_descriptor.type))
+  is_proto3 = field_descriptor.containing_type.syntax == 'proto3'
+  if not is_packable:
+    is_packed = False
+  elif field_descriptor.containing_type.syntax == 'proto2':
+    is_packed = (field_descriptor.has_options and
+                field_descriptor.GetOptions().packed)
+  else:
+    has_packed_false = (field_descriptor.has_options and
+                        field_descriptor.GetOptions().HasField('packed') and
+                        field_descriptor.GetOptions().packed == False)
+    is_packed = not has_packed_false
+  is_map_entry = _IsMapField(field_descriptor)
+
+  if is_map_entry:
+    field_encoder = encoder.MapEncoder(field_descriptor)
+    sizer = encoder.MapSizer(field_descriptor,
+                             _IsMessageMapField(field_descriptor))
+  elif _IsMessageSetExtension(field_descriptor):
+    field_encoder = encoder.MessageSetItemEncoder(field_descriptor.number)
+    sizer = encoder.MessageSetItemSizer(field_descriptor.number)
+  else:
+    field_encoder = type_checkers.TYPE_TO_ENCODER[field_descriptor.type](
+        field_descriptor.number, is_repeated, is_packed)
+    sizer = type_checkers.TYPE_TO_SIZER[field_descriptor.type](
+        field_descriptor.number, is_repeated, is_packed)
+
+  field_descriptor._encoder = field_encoder
+  field_descriptor._sizer = sizer
+  field_descriptor._default_constructor = _DefaultValueConstructorForField(
+      field_descriptor)
+
+  def AddDecoder(wiretype, is_packed):
+    tag_bytes = encoder.TagBytes(field_descriptor.number, wiretype)
+    decode_type = field_descriptor.type
+    if (decode_type == _FieldDescriptor.TYPE_ENUM and
+        type_checkers.SupportsOpenEnums(field_descriptor)):
+      decode_type = _FieldDescriptor.TYPE_INT32
+
+    oneof_descriptor = None
+    clear_if_default = False
+    if field_descriptor.containing_oneof is not None:
+      oneof_descriptor = field_descriptor
+    elif (is_proto3 and not is_repeated and
+          field_descriptor.cpp_type != _FieldDescriptor.CPPTYPE_MESSAGE):
+      clear_if_default = True
+
+    if is_map_entry:
+      is_message_map = _IsMessageMapField(field_descriptor)
+
+      field_decoder = decoder.MapDecoder(
+          field_descriptor, _GetInitializeDefaultForMap(field_descriptor),
+          is_message_map)
+    elif decode_type == _FieldDescriptor.TYPE_STRING:
+      field_decoder = decoder.StringDecoder(
+          field_descriptor.number, is_repeated, is_packed,
+          field_descriptor, field_descriptor._default_constructor,
+          clear_if_default)
+    elif field_descriptor.cpp_type == _FieldDescriptor.CPPTYPE_MESSAGE:
+      field_decoder = type_checkers.TYPE_TO_DECODER[decode_type](
+          field_descriptor.number, is_repeated, is_packed,
+          field_descriptor, field_descriptor._default_constructor)
+    else:
+      field_decoder = type_checkers.TYPE_TO_DECODER[decode_type](
+          field_descriptor.number, is_repeated, is_packed,
+          # pylint: disable=protected-access
+          field_descriptor, field_descriptor._default_constructor,
+          clear_if_default)
+
+    cls._decoders_by_tag[tag_bytes] = (field_decoder, oneof_descriptor)
+
+  AddDecoder(type_checkers.FIELD_TYPE_TO_WIRE_TYPE[field_descriptor.type],
+             False)
+
+  if is_repeated and wire_format.IsTypePackable(field_descriptor.type):
+    # To support wire compatibility of adding packed = true, add a decoder for
+    # packed values regardless of the field's options.
+    AddDecoder(wire_format.WIRETYPE_LENGTH_DELIMITED, True)
+
+
+def _AddClassAttributesForNestedExtensions(descriptor, dictionary):
+  extensions = descriptor.extensions_by_name
+  for extension_name, extension_field in extensions.items():
+    assert extension_name not in dictionary
+    dictionary[extension_name] = extension_field
+
+
+def _AddEnumValues(descriptor, cls):
+  """Sets class-level attributes for all enum fields defined in this message.
+
+  Also exporting a class-level object that can name enum values.
+
+  Args:
+    descriptor: Descriptor object for this message type.
+    cls: Class we're constructing for this message type.
+  """
+  for enum_type in descriptor.enum_types:
+    setattr(cls, enum_type.name, enum_type_wrapper.EnumTypeWrapper(enum_type))
+    for enum_value in enum_type.values:
+      setattr(cls, enum_value.name, enum_value.number)
+
+
+def _GetInitializeDefaultForMap(field):
+  if field.label != _FieldDescriptor.LABEL_REPEATED:
+    raise ValueError('map_entry set on non-repeated field %s' % (
+        field.name))
+  fields_by_name = field.message_type.fields_by_name
+  key_checker = type_checkers.GetTypeChecker(fields_by_name['key'])
+
+  value_field = fields_by_name['value']
+  if _IsMessageMapField(field):
+    def MakeMessageMapDefault(message):
+      return containers.MessageMap(
+          message._listener_for_children, value_field.message_type, key_checker,
+          field.message_type)
+    return MakeMessageMapDefault
+  else:
+    value_checker = type_checkers.GetTypeChecker(value_field)
+    def MakePrimitiveMapDefault(message):
+      return containers.ScalarMap(
+          message._listener_for_children, key_checker, value_checker,
+          field.message_type)
+    return MakePrimitiveMapDefault
+
+def _DefaultValueConstructorForField(field):
+  """Returns a function which returns a default value for a field.
+
+  Args:
+    field: FieldDescriptor object for this field.
+
+  The returned function has one argument:
+    message: Message instance containing this field, or a weakref proxy
+      of same.
+
+  That function in turn returns a default value for this field.  The default
+    value may refer back to |message| via a weak reference.
+  """
+
+  if _IsMapField(field):
+    return _GetInitializeDefaultForMap(field)
+
+  if field.label == _FieldDescriptor.LABEL_REPEATED:
+    if field.has_default_value and field.default_value != []:
+      raise ValueError('Repeated field default value not empty list: %s' % (
+          field.default_value))
+    if field.cpp_type == _FieldDescriptor.CPPTYPE_MESSAGE:
+      # We can't look at _concrete_class yet since it might not have
+      # been set.  (Depends on order in which we initialize the classes).
+      message_type = field.message_type
+      def MakeRepeatedMessageDefault(message):
+        return containers.RepeatedCompositeFieldContainer(
+            message._listener_for_children, field.message_type)
+      return MakeRepeatedMessageDefault
+    else:
+      type_checker = type_checkers.GetTypeChecker(field)
+      def MakeRepeatedScalarDefault(message):
+        return containers.RepeatedScalarFieldContainer(
+            message._listener_for_children, type_checker)
+      return MakeRepeatedScalarDefault
+
+  if field.cpp_type == _FieldDescriptor.CPPTYPE_MESSAGE:
+    # _concrete_class may not yet be initialized.
+    message_type = field.message_type
+    def MakeSubMessageDefault(message):
+      assert getattr(message_type, '_concrete_class', None), (
+          'Uninitialized concrete class found for field %r (message type %r)'
+          % (field.full_name, message_type.full_name))
+      result = message_type._concrete_class()
+      result._SetListener(
+          _OneofListener(message, field)
+          if field.containing_oneof is not None
+          else message._listener_for_children)
+      return result
+    return MakeSubMessageDefault
+
+  def MakeScalarDefault(message):
+    # TODO(protobuf-team): This may be broken since there may not be
+    # default_value.  Combine with has_default_value somehow.
+    return field.default_value
+  return MakeScalarDefault
+
+
+def _ReraiseTypeErrorWithFieldName(message_name, field_name):
+  """Re-raise the currently-handled TypeError with the field name added."""
+  exc = sys.exc_info()[1]
+  if len(exc.args) == 1 and type(exc) is TypeError:
+    # simple TypeError; add field name to exception message
+    exc = TypeError('%s for field %s.%s' % (str(exc), message_name, field_name))
+
+  # re-raise possibly-amended exception with original traceback:
+  raise exc.with_traceback(sys.exc_info()[2])
+
+
+def _AddInitMethod(message_descriptor, cls):
+  """Adds an __init__ method to cls."""
+
+  def _GetIntegerEnumValue(enum_type, value):
+    """Convert a string or integer enum value to an integer.
+
+    If the value is a string, it is converted to the enum value in
+    enum_type with the same name.  If the value is not a string, it's
+    returned as-is.  (No conversion or bounds-checking is done.)
+    """
+    if isinstance(value, str):
+      try:
+        return enum_type.values_by_name[value].number
+      except KeyError:
+        raise ValueError('Enum type %s: unknown label "%s"' % (
+            enum_type.full_name, value))
+    return value
+
+  def init(self, **kwargs):
+    self._cached_byte_size = 0
+    self._cached_byte_size_dirty = len(kwargs) > 0
+    self._fields = {}
+    # Contains a mapping from oneof field descriptors to the descriptor
+    # of the currently set field in that oneof field.
+    self._oneofs = {}
+
+    # _unknown_fields is () when empty for efficiency, and will be turned into
+    # a list if fields are added.
+    self._unknown_fields = ()
+    # _unknown_field_set is None when empty for efficiency, and will be
+    # turned into UnknownFieldSet struct if fields are added.
+    self._unknown_field_set = None      # pylint: disable=protected-access
+    self._is_present_in_parent = False
+    self._listener = message_listener_mod.NullMessageListener()
+    self._listener_for_children = _Listener(self)
+    for field_name, field_value in kwargs.items():
+      field = _GetFieldByName(message_descriptor, field_name)
+      if field is None:
+        raise TypeError('%s() got an unexpected keyword argument "%s"' %
+                        (message_descriptor.name, field_name))
+      if field_value is None:
+        # field=None is the same as no field at all.
+        continue
+      if field.label == _FieldDescriptor.LABEL_REPEATED:
+        copy = field._default_constructor(self)
+        if field.cpp_type == _FieldDescriptor.CPPTYPE_MESSAGE:  # Composite
+          if _IsMapField(field):
+            if _IsMessageMapField(field):
+              for key in field_value:
+                copy[key].MergeFrom(field_value[key])
+            else:
+              copy.update(field_value)
+          else:
+            for val in field_value:
+              if isinstance(val, dict):
+                copy.add(**val)
+              else:
+                copy.add().MergeFrom(val)
+        else:  # Scalar
+          if field.cpp_type == _FieldDescriptor.CPPTYPE_ENUM:
+            field_value = [_GetIntegerEnumValue(field.enum_type, val)
+                           for val in field_value]
+          copy.extend(field_value)
+        self._fields[field] = copy
+      elif field.cpp_type == _FieldDescriptor.CPPTYPE_MESSAGE:
+        copy = field._default_constructor(self)
+        new_val = field_value
+        if isinstance(field_value, dict):
+          new_val = field.message_type._concrete_class(**field_value)
+        try:
+          copy.MergeFrom(new_val)
+        except TypeError:
+          _ReraiseTypeErrorWithFieldName(message_descriptor.name, field_name)
+        self._fields[field] = copy
+      else:
+        if field.cpp_type == _FieldDescriptor.CPPTYPE_ENUM:
+          field_value = _GetIntegerEnumValue(field.enum_type, field_value)
+        try:
+          setattr(self, field_name, field_value)
+        except TypeError:
+          _ReraiseTypeErrorWithFieldName(message_descriptor.name, field_name)
+
+  init.__module__ = None
+  init.__doc__ = None
+  cls.__init__ = init
+
+
+def _GetFieldByName(message_descriptor, field_name):
+  """Returns a field descriptor by field name.
+
+  Args:
+    message_descriptor: A Descriptor describing all fields in message.
+    field_name: The name of the field to retrieve.
+  Returns:
+    The field descriptor associated with the field name.
+  """
+  try:
+    return message_descriptor.fields_by_name[field_name]
+  except KeyError:
+    raise ValueError('Protocol message %s has no "%s" field.' %
+                     (message_descriptor.name, field_name))
+
+
+def _AddPropertiesForFields(descriptor, cls):
+  """Adds properties for all fields in this protocol message type."""
+  for field in descriptor.fields:
+    _AddPropertiesForField(field, cls)
+
+  if descriptor.is_extendable:
+    # _ExtensionDict is just an adaptor with no state so we allocate a new one
+    # every time it is accessed.
+    cls.Extensions = property(lambda self: _ExtensionDict(self))
+
+
+def _AddPropertiesForField(field, cls):
+  """Adds a public property for a protocol message field.
+  Clients can use this property to get and (in the case
+  of non-repeated scalar fields) directly set the value
+  of a protocol message field.
+
+  Args:
+    field: A FieldDescriptor for this field.
+    cls: The class we're constructing.
+  """
+  # Catch it if we add other types that we should
+  # handle specially here.
+  assert _FieldDescriptor.MAX_CPPTYPE == 10
+
+  constant_name = field.name.upper() + '_FIELD_NUMBER'
+  setattr(cls, constant_name, field.number)
+
+  if field.label == _FieldDescriptor.LABEL_REPEATED:
+    _AddPropertiesForRepeatedField(field, cls)
+  elif field.cpp_type == _FieldDescriptor.CPPTYPE_MESSAGE:
+    _AddPropertiesForNonRepeatedCompositeField(field, cls)
+  else:
+    _AddPropertiesForNonRepeatedScalarField(field, cls)
+
+
+class _FieldProperty(property):
+  __slots__ = ('DESCRIPTOR',)
+
+  def __init__(self, descriptor, getter, setter, doc):
+    property.__init__(self, getter, setter, doc=doc)
+    self.DESCRIPTOR = descriptor
+
+
+def _AddPropertiesForRepeatedField(field, cls):
+  """Adds a public property for a "repeated" protocol message field.  Clients
+  can use this property to get the value of the field, which will be either a
+  RepeatedScalarFieldContainer or RepeatedCompositeFieldContainer (see
+  below).
+
+  Note that when clients add values to these containers, we perform
+  type-checking in the case of repeated scalar fields, and we also set any
+  necessary "has" bits as a side-effect.
+
+  Args:
+    field: A FieldDescriptor for this field.
+    cls: The class we're constructing.
+  """
+  proto_field_name = field.name
+  property_name = _PropertyName(proto_field_name)
+
+  def getter(self):
+    field_value = self._fields.get(field)
+    if field_value is None:
+      # Construct a new object to represent this field.
+      field_value = field._default_constructor(self)
+
+      # Atomically check if another thread has preempted us and, if not, swap
+      # in the new object we just created.  If someone has preempted us, we
+      # take that object and discard ours.
+      # WARNING:  We are relying on setdefault() being atomic.  This is true
+      #   in CPython but we haven't investigated others.  This warning appears
+      #   in several other locations in this file.
+      field_value = self._fields.setdefault(field, field_value)
+    return field_value
+  getter.__module__ = None
+  getter.__doc__ = 'Getter for %s.' % proto_field_name
+
+  # We define a setter just so we can throw an exception with a more
+  # helpful error message.
+  def setter(self, new_value):
+    raise AttributeError('Assignment not allowed to repeated field '
+                         '"%s" in protocol message object.' % proto_field_name)
+
+  doc = 'Magic attribute generated for "%s" proto field.' % proto_field_name
+  setattr(cls, property_name, _FieldProperty(field, getter, setter, doc=doc))
+
+
+def _AddPropertiesForNonRepeatedScalarField(field, cls):
+  """Adds a public property for a nonrepeated, scalar protocol message field.
+  Clients can use this property to get and directly set the value of the field.
+  Note that when the client sets the value of a field by using this property,
+  all necessary "has" bits are set as a side-effect, and we also perform
+  type-checking.
+
+  Args:
+    field: A FieldDescriptor for this field.
+    cls: The class we're constructing.
+  """
+  proto_field_name = field.name
+  property_name = _PropertyName(proto_field_name)
+  type_checker = type_checkers.GetTypeChecker(field)
+  default_value = field.default_value
+  is_proto3 = field.containing_type.syntax == 'proto3'
+
+  def getter(self):
+    # TODO(protobuf-team): This may be broken since there may not be
+    # default_value.  Combine with has_default_value somehow.
+    return self._fields.get(field, default_value)
+  getter.__module__ = None
+  getter.__doc__ = 'Getter for %s.' % proto_field_name
+
+  clear_when_set_to_default = is_proto3 and not field.containing_oneof
+
+  def field_setter(self, new_value):
+    # pylint: disable=protected-access
+    # Testing the value for truthiness captures all of the proto3 defaults
+    # (0, 0.0, enum 0, and False).
+    try:
+      new_value = type_checker.CheckValue(new_value)
+    except TypeError as e:
+      raise TypeError(
+          'Cannot set %s to %.1024r: %s' % (field.full_name, new_value, e))
+    if clear_when_set_to_default and not new_value:
+      self._fields.pop(field, None)
+    else:
+      self._fields[field] = new_value
+    # Check _cached_byte_size_dirty inline to improve performance, since scalar
+    # setters are called frequently.
+    if not self._cached_byte_size_dirty:
+      self._Modified()
+
+  if field.containing_oneof:
+    def setter(self, new_value):
+      field_setter(self, new_value)
+      self._UpdateOneofState(field)
+  else:
+    setter = field_setter
+
+  setter.__module__ = None
+  setter.__doc__ = 'Setter for %s.' % proto_field_name
+
+  # Add a property to encapsulate the getter/setter.
+  doc = 'Magic attribute generated for "%s" proto field.' % proto_field_name
+  setattr(cls, property_name, _FieldProperty(field, getter, setter, doc=doc))
+
+
+def _AddPropertiesForNonRepeatedCompositeField(field, cls):
+  """Adds a public property for a nonrepeated, composite protocol message field.
+  A composite field is a "group" or "message" field.
+
+  Clients can use this property to get the value of the field, but cannot
+  assign to the property directly.
+
+  Args:
+    field: A FieldDescriptor for this field.
+    cls: The class we're constructing.
+  """
+  # TODO(robinson): Remove duplication with similar method
+  # for non-repeated scalars.
+  proto_field_name = field.name
+  property_name = _PropertyName(proto_field_name)
+
+  def getter(self):
+    field_value = self._fields.get(field)
+    if field_value is None:
+      # Construct a new object to represent this field.
+      field_value = field._default_constructor(self)
+
+      # Atomically check if another thread has preempted us and, if not, swap
+      # in the new object we just created.  If someone has preempted us, we
+      # take that object and discard ours.
+      # WARNING:  We are relying on setdefault() being atomic.  This is true
+      #   in CPython but we haven't investigated others.  This warning appears
+      #   in several other locations in this file.
+      field_value = self._fields.setdefault(field, field_value)
+    return field_value
+  getter.__module__ = None
+  getter.__doc__ = 'Getter for %s.' % proto_field_name
+
+  # We define a setter just so we can throw an exception with a more
+  # helpful error message.
+  def setter(self, new_value):
+    raise AttributeError('Assignment not allowed to composite field '
+                         '"%s" in protocol message object.' % proto_field_name)
+
+  # Add a property to encapsulate the getter.
+  doc = 'Magic attribute generated for "%s" proto field.' % proto_field_name
+  setattr(cls, property_name, _FieldProperty(field, getter, setter, doc=doc))
+
+
+def _AddPropertiesForExtensions(descriptor, cls):
+  """Adds properties for all fields in this protocol message type."""
+  extensions = descriptor.extensions_by_name
+  for extension_name, extension_field in extensions.items():
+    constant_name = extension_name.upper() + '_FIELD_NUMBER'
+    setattr(cls, constant_name, extension_field.number)
+
+  # TODO(amauryfa): Migrate all users of these attributes to functions like
+  #   pool.FindExtensionByNumber(descriptor).
+  if descriptor.file is not None:
+    # TODO(amauryfa): Use cls.MESSAGE_FACTORY.pool when available.
+    pool = descriptor.file.pool
+    cls._extensions_by_number = pool._extensions_by_number[descriptor]
+    cls._extensions_by_name = pool._extensions_by_name[descriptor]
+
+def _AddStaticMethods(cls):
+  # TODO(robinson): This probably needs to be thread-safe(?)
+  def RegisterExtension(extension_handle):
+    extension_handle.containing_type = cls.DESCRIPTOR
+    # TODO(amauryfa): Use cls.MESSAGE_FACTORY.pool when available.
+    # pylint: disable=protected-access
+    cls.DESCRIPTOR.file.pool._AddExtensionDescriptor(extension_handle)
+    _AttachFieldHelpers(cls, extension_handle)
+  cls.RegisterExtension = staticmethod(RegisterExtension)
+
+  def FromString(s):
+    message = cls()
+    message.MergeFromString(s)
+    return message
+  cls.FromString = staticmethod(FromString)
+
+
+def _IsPresent(item):
+  """Given a (FieldDescriptor, value) tuple from _fields, return true if the
+  value should be included in the list returned by ListFields()."""
+
+  if item[0].label == _FieldDescriptor.LABEL_REPEATED:
+    return bool(item[1])
+  elif item[0].cpp_type == _FieldDescriptor.CPPTYPE_MESSAGE:
+    return item[1]._is_present_in_parent
+  else:
+    return True
+
+
+def _AddListFieldsMethod(message_descriptor, cls):
+  """Helper for _AddMessageMethods()."""
+
+  def ListFields(self):
+    all_fields = [item for item in self._fields.items() if _IsPresent(item)]
+    all_fields.sort(key = lambda item: item[0].number)
+    return all_fields
+
+  cls.ListFields = ListFields
+
+_PROTO3_ERROR_TEMPLATE = \
+  ('Protocol message %s has no non-repeated submessage field "%s" '
+   'nor marked as optional')
+_PROTO2_ERROR_TEMPLATE = 'Protocol message %s has no non-repeated field "%s"'
+
+def _AddHasFieldMethod(message_descriptor, cls):
+  """Helper for _AddMessageMethods()."""
+
+  is_proto3 = (message_descriptor.syntax == "proto3")
+  error_msg = _PROTO3_ERROR_TEMPLATE if is_proto3 else _PROTO2_ERROR_TEMPLATE
+
+  hassable_fields = {}
+  for field in message_descriptor.fields:
+    if field.label == _FieldDescriptor.LABEL_REPEATED:
+      continue
+    # For proto3, only submessages and fields inside a oneof have presence.
+    if (is_proto3 and field.cpp_type != _FieldDescriptor.CPPTYPE_MESSAGE and
+        not field.containing_oneof):
+      continue
+    hassable_fields[field.name] = field
+
+  # Has methods are supported for oneof descriptors.
+  for oneof in message_descriptor.oneofs:
+    hassable_fields[oneof.name] = oneof
+
+  def HasField(self, field_name):
+    try:
+      field = hassable_fields[field_name]
+    except KeyError:
+      raise ValueError(error_msg % (message_descriptor.full_name, field_name))
+
+    if isinstance(field, descriptor_mod.OneofDescriptor):
+      try:
+        return HasField(self, self._oneofs[field].name)
+      except KeyError:
+        return False
+    else:
+      if field.cpp_type == _FieldDescriptor.CPPTYPE_MESSAGE:
+        value = self._fields.get(field)
+        return value is not None and value._is_present_in_parent
+      else:
+        return field in self._fields
+
+  cls.HasField = HasField
+
+
+def _AddClearFieldMethod(message_descriptor, cls):
+  """Helper for _AddMessageMethods()."""
+  def ClearField(self, field_name):
+    try:
+      field = message_descriptor.fields_by_name[field_name]
+    except KeyError:
+      try:
+        field = message_descriptor.oneofs_by_name[field_name]
+        if field in self._oneofs:
+          field = self._oneofs[field]
+        else:
+          return
+      except KeyError:
+        raise ValueError('Protocol message %s has no "%s" field.' %
+                         (message_descriptor.name, field_name))
+
+    if field in self._fields:
+      # To match the C++ implementation, we need to invalidate iterators
+      # for map fields when ClearField() happens.
+      if hasattr(self._fields[field], 'InvalidateIterators'):
+        self._fields[field].InvalidateIterators()
+
+      # Note:  If the field is a sub-message, its listener will still point
+      #   at us.  That's fine, because the worst than can happen is that it
+      #   will call _Modified() and invalidate our byte size.  Big deal.
+      del self._fields[field]
+
+      if self._oneofs.get(field.containing_oneof, None) is field:
+        del self._oneofs[field.containing_oneof]
+
+    # Always call _Modified() -- even if nothing was changed, this is
+    # a mutating method, and thus calling it should cause the field to become
+    # present in the parent message.
+    self._Modified()
+
+  cls.ClearField = ClearField
+
+
+def _AddClearExtensionMethod(cls):
+  """Helper for _AddMessageMethods()."""
+  def ClearExtension(self, extension_handle):
+    extension_dict._VerifyExtensionHandle(self, extension_handle)
+
+    # Similar to ClearField(), above.
+    if extension_handle in self._fields:
+      del self._fields[extension_handle]
+    self._Modified()
+  cls.ClearExtension = ClearExtension
+
+
+def _AddHasExtensionMethod(cls):
+  """Helper for _AddMessageMethods()."""
+  def HasExtension(self, extension_handle):
+    extension_dict._VerifyExtensionHandle(self, extension_handle)
+    if extension_handle.label == _FieldDescriptor.LABEL_REPEATED:
+      raise KeyError('"%s" is repeated.' % extension_handle.full_name)
+
+    if extension_handle.cpp_type == _FieldDescriptor.CPPTYPE_MESSAGE:
+      value = self._fields.get(extension_handle)
+      return value is not None and value._is_present_in_parent
+    else:
+      return extension_handle in self._fields
+  cls.HasExtension = HasExtension
+
+def _InternalUnpackAny(msg):
+  """Unpacks Any message and returns the unpacked message.
+
+  This internal method is different from public Any Unpack method which takes
+  the target message as argument. _InternalUnpackAny method does not have
+  target message type and need to find the message type in descriptor pool.
+
+  Args:
+    msg: An Any message to be unpacked.
+
+  Returns:
+    The unpacked message.
+  """
+  # TODO(amauryfa): Don't use the factory of generated messages.
+  # To make Any work with custom factories, use the message factory of the
+  # parent message.
+  # pylint: disable=g-import-not-at-top
+  from google.protobuf import symbol_database
+  factory = symbol_database.Default()
+
+  type_url = msg.type_url
+
+  if not type_url:
+    return None
+
+  # TODO(haberman): For now we just strip the hostname.  Better logic will be
+  # required.
+  type_name = type_url.split('/')[-1]
+  descriptor = factory.pool.FindMessageTypeByName(type_name)
+
+  if descriptor is None:
+    return None
+
+  message_class = factory.GetPrototype(descriptor)
+  message = message_class()
+
+  message.ParseFromString(msg.value)
+  return message
+
+
+def _AddEqualsMethod(message_descriptor, cls):
+  """Helper for _AddMessageMethods()."""
+  def __eq__(self, other):
+    if (not isinstance(other, message_mod.Message) or
+        other.DESCRIPTOR != self.DESCRIPTOR):
+      return False
+
+    if self is other:
+      return True
+
+    if self.DESCRIPTOR.full_name == _AnyFullTypeName:
+      any_a = _InternalUnpackAny(self)
+      any_b = _InternalUnpackAny(other)
+      if any_a and any_b:
+        return any_a == any_b
+
+    if not self.ListFields() == other.ListFields():
+      return False
+
+    # TODO(jieluo): Fix UnknownFieldSet to consider MessageSet extensions,
+    # then use it for the comparison.
+    unknown_fields = list(self._unknown_fields)
+    unknown_fields.sort()
+    other_unknown_fields = list(other._unknown_fields)
+    other_unknown_fields.sort()
+    return unknown_fields == other_unknown_fields
+
+  cls.__eq__ = __eq__
+
+
+def _AddStrMethod(message_descriptor, cls):
+  """Helper for _AddMessageMethods()."""
+  def __str__(self):
+    return text_format.MessageToString(self)
+  cls.__str__ = __str__
+
+
+def _AddReprMethod(message_descriptor, cls):
+  """Helper for _AddMessageMethods()."""
+  def __repr__(self):
+    return text_format.MessageToString(self)
+  cls.__repr__ = __repr__
+
+
+def _AddUnicodeMethod(unused_message_descriptor, cls):
+  """Helper for _AddMessageMethods()."""
+
+  def __unicode__(self):
+    return text_format.MessageToString(self, as_utf8=True).decode('utf-8')
+  cls.__unicode__ = __unicode__
+
+
+def _BytesForNonRepeatedElement(value, field_number, field_type):
+  """Returns the number of bytes needed to serialize a non-repeated element.
+  The returned byte count includes space for tag information and any
+  other additional space associated with serializing value.
+
+  Args:
+    value: Value we're serializing.
+    field_number: Field number of this value.  (Since the field number
+      is stored as part of a varint-encoded tag, this has an impact
+      on the total bytes required to serialize the value).
+    field_type: The type of the field.  One of the TYPE_* constants
+      within FieldDescriptor.
+  """
+  try:
+    fn = type_checkers.TYPE_TO_BYTE_SIZE_FN[field_type]
+    return fn(field_number, value)
+  except KeyError:
+    raise message_mod.EncodeError('Unrecognized field type: %d' % field_type)
+
+
+def _AddByteSizeMethod(message_descriptor, cls):
+  """Helper for _AddMessageMethods()."""
+
+  def ByteSize(self):
+    if not self._cached_byte_size_dirty:
+      return self._cached_byte_size
+
+    size = 0
+    descriptor = self.DESCRIPTOR
+    if descriptor.GetOptions().map_entry:
+      # Fields of map entry should always be serialized.
+      size = descriptor.fields_by_name['key']._sizer(self.key)
+      size += descriptor.fields_by_name['value']._sizer(self.value)
+    else:
+      for field_descriptor, field_value in self.ListFields():
+        size += field_descriptor._sizer(field_value)
+      for tag_bytes, value_bytes in self._unknown_fields:
+        size += len(tag_bytes) + len(value_bytes)
+
+    self._cached_byte_size = size
+    self._cached_byte_size_dirty = False
+    self._listener_for_children.dirty = False
+    return size
+
+  cls.ByteSize = ByteSize
+
+
+def _AddSerializeToStringMethod(message_descriptor, cls):
+  """Helper for _AddMessageMethods()."""
+
+  def SerializeToString(self, **kwargs):
+    # Check if the message has all of its required fields set.
+    if not self.IsInitialized():
+      raise message_mod.EncodeError(
+          'Message %s is missing required fields: %s' % (
+          self.DESCRIPTOR.full_name, ','.join(self.FindInitializationErrors())))
+    return self.SerializePartialToString(**kwargs)
+  cls.SerializeToString = SerializeToString
+
+
+def _AddSerializePartialToStringMethod(message_descriptor, cls):
+  """Helper for _AddMessageMethods()."""
+
+  def SerializePartialToString(self, **kwargs):
+    out = BytesIO()
+    self._InternalSerialize(out.write, **kwargs)
+    return out.getvalue()
+  cls.SerializePartialToString = SerializePartialToString
+
+  def InternalSerialize(self, write_bytes, deterministic=None):
+    if deterministic is None:
+      deterministic = (
+          api_implementation.IsPythonDefaultSerializationDeterministic())
+    else:
+      deterministic = bool(deterministic)
+
+    descriptor = self.DESCRIPTOR
+    if descriptor.GetOptions().map_entry:
+      # Fields of map entry should always be serialized.
+      descriptor.fields_by_name['key']._encoder(
+          write_bytes, self.key, deterministic)
+      descriptor.fields_by_name['value']._encoder(
+          write_bytes, self.value, deterministic)
+    else:
+      for field_descriptor, field_value in self.ListFields():
+        field_descriptor._encoder(write_bytes, field_value, deterministic)
+      for tag_bytes, value_bytes in self._unknown_fields:
+        write_bytes(tag_bytes)
+        write_bytes(value_bytes)
+  cls._InternalSerialize = InternalSerialize
+
+
+def _AddMergeFromStringMethod(message_descriptor, cls):
+  """Helper for _AddMessageMethods()."""
+  def MergeFromString(self, serialized):
+    serialized = memoryview(serialized)
+    length = len(serialized)
+    try:
+      if self._InternalParse(serialized, 0, length) != length:
+        # The only reason _InternalParse would return early is if it
+        # encountered an end-group tag.
+        raise message_mod.DecodeError('Unexpected end-group tag.')
+    except (IndexError, TypeError):
+      # Now ord(buf[p:p+1]) == ord('') gets TypeError.
+      raise message_mod.DecodeError('Truncated message.')
+    except struct.error as e:
+      raise message_mod.DecodeError(e)
+    return length   # Return this for legacy reasons.
+  cls.MergeFromString = MergeFromString
+
+  local_ReadTag = decoder.ReadTag
+  local_SkipField = decoder.SkipField
+  decoders_by_tag = cls._decoders_by_tag
+
+  def InternalParse(self, buffer, pos, end):
+    """Create a message from serialized bytes.
+
+    Args:
+      self: Message, instance of the proto message object.
+      buffer: memoryview of the serialized data.
+      pos: int, position to start in the serialized data.
+      end: int, end position of the serialized data.
+
+    Returns:
+      Message object.
+    """
+    # Guard against internal misuse, since this function is called internally
+    # quite extensively, and its easy to accidentally pass bytes.
+    assert isinstance(buffer, memoryview)
+    self._Modified()
+    field_dict = self._fields
+    # pylint: disable=protected-access
+    unknown_field_set = self._unknown_field_set
+    while pos != end:
+      (tag_bytes, new_pos) = local_ReadTag(buffer, pos)
+      field_decoder, field_desc = decoders_by_tag.get(tag_bytes, (None, None))
+      if field_decoder is None:
+        if not self._unknown_fields:   # pylint: disable=protected-access
+          self._unknown_fields = []    # pylint: disable=protected-access
+        if unknown_field_set is None:
+          # pylint: disable=protected-access
+          self._unknown_field_set = containers.UnknownFieldSet()
+          # pylint: disable=protected-access
+          unknown_field_set = self._unknown_field_set
+        # pylint: disable=protected-access
+        (tag, _) = decoder._DecodeVarint(tag_bytes, 0)
+        field_number, wire_type = wire_format.UnpackTag(tag)
+        if field_number == 0:
+          raise message_mod.DecodeError('Field number 0 is illegal.')
+        # TODO(jieluo): remove old_pos.
+        old_pos = new_pos
+        (data, new_pos) = decoder._DecodeUnknownField(
+            buffer, new_pos, wire_type)  # pylint: disable=protected-access
+        if new_pos == -1:
+          return pos
+        # pylint: disable=protected-access
+        unknown_field_set._add(field_number, wire_type, data)
+        # TODO(jieluo): remove _unknown_fields.
+        new_pos = local_SkipField(buffer, old_pos, end, tag_bytes)
+        if new_pos == -1:
+          return pos
+        self._unknown_fields.append(
+            (tag_bytes, buffer[old_pos:new_pos].tobytes()))
+        pos = new_pos
+      else:
+        pos = field_decoder(buffer, new_pos, end, self, field_dict)
+        if field_desc:
+          self._UpdateOneofState(field_desc)
+    return pos
+  cls._InternalParse = InternalParse
+
+
+def _AddIsInitializedMethod(message_descriptor, cls):
+  """Adds the IsInitialized and FindInitializationError methods to the
+  protocol message class."""
+
+  required_fields = [field for field in message_descriptor.fields
+                           if field.label == _FieldDescriptor.LABEL_REQUIRED]
+
+  def IsInitialized(self, errors=None):
+    """Checks if all required fields of a message are set.
+
+    Args:
+      errors:  A list which, if provided, will be populated with the field
+               paths of all missing required fields.
+
+    Returns:
+      True iff the specified message has all required fields set.
+    """
+
+    # Performance is critical so we avoid HasField() and ListFields().
+
+    for field in required_fields:
+      if (field not in self._fields or
+          (field.cpp_type == _FieldDescriptor.CPPTYPE_MESSAGE and
+           not self._fields[field]._is_present_in_parent)):
+        if errors is not None:
+          errors.extend(self.FindInitializationErrors())
+        return False
+
+    for field, value in list(self._fields.items()):  # dict can change size!
+      if field.cpp_type == _FieldDescriptor.CPPTYPE_MESSAGE:
+        if field.label == _FieldDescriptor.LABEL_REPEATED:
+          if (field.message_type.has_options and
+              field.message_type.GetOptions().map_entry):
+            continue
+          for element in value:
+            if not element.IsInitialized():
+              if errors is not None:
+                errors.extend(self.FindInitializationErrors())
+              return False
+        elif value._is_present_in_parent and not value.IsInitialized():
+          if errors is not None:
+            errors.extend(self.FindInitializationErrors())
+          return False
+
+    return True
+
+  cls.IsInitialized = IsInitialized
+
+  def FindInitializationErrors(self):
+    """Finds required fields which are not initialized.
+
+    Returns:
+      A list of strings.  Each string is a path to an uninitialized field from
+      the top-level message, e.g. "foo.bar[5].baz".
+    """
+
+    errors = []  # simplify things
+
+    for field in required_fields:
+      if not self.HasField(field.name):
+        errors.append(field.name)
+
+    for field, value in self.ListFields():
+      if field.cpp_type == _FieldDescriptor.CPPTYPE_MESSAGE:
+        if field.is_extension:
+          name = '(%s)' % field.full_name
+        else:
+          name = field.name
+
+        if _IsMapField(field):
+          if _IsMessageMapField(field):
+            for key in value:
+              element = value[key]
+              prefix = '%s[%s].' % (name, key)
+              sub_errors = element.FindInitializationErrors()
+              errors += [prefix + error for error in sub_errors]
+          else:
+            # ScalarMaps can't have any initialization errors.
+            pass
+        elif field.label == _FieldDescriptor.LABEL_REPEATED:
+          for i in range(len(value)):
+            element = value[i]
+            prefix = '%s[%d].' % (name, i)
+            sub_errors = element.FindInitializationErrors()
+            errors += [prefix + error for error in sub_errors]
+        else:
+          prefix = name + '.'
+          sub_errors = value.FindInitializationErrors()
+          errors += [prefix + error for error in sub_errors]
+
+    return errors
+
+  cls.FindInitializationErrors = FindInitializationErrors
+
+
+def _FullyQualifiedClassName(klass):
+  module = klass.__module__
+  name = getattr(klass, '__qualname__', klass.__name__)
+  if module in (None, 'builtins', '__builtin__'):
+    return name
+  return module + '.' + name
+
+
+def _AddMergeFromMethod(cls):
+  LABEL_REPEATED = _FieldDescriptor.LABEL_REPEATED
+  CPPTYPE_MESSAGE = _FieldDescriptor.CPPTYPE_MESSAGE
+
+  def MergeFrom(self, msg):
+    if not isinstance(msg, cls):
+      raise TypeError(
+          'Parameter to MergeFrom() must be instance of same class: '
+          'expected %s got %s.' % (_FullyQualifiedClassName(cls),
+                                   _FullyQualifiedClassName(msg.__class__)))
+
+    assert msg is not self
+    self._Modified()
+
+    fields = self._fields
+
+    for field, value in msg._fields.items():
+      if field.label == LABEL_REPEATED:
+        field_value = fields.get(field)
+        if field_value is None:
+          # Construct a new object to represent this field.
+          field_value = field._default_constructor(self)
+          fields[field] = field_value
+        field_value.MergeFrom(value)
+      elif field.cpp_type == CPPTYPE_MESSAGE:
+        if value._is_present_in_parent:
+          field_value = fields.get(field)
+          if field_value is None:
+            # Construct a new object to represent this field.
+            field_value = field._default_constructor(self)
+            fields[field] = field_value
+          field_value.MergeFrom(value)
+      else:
+        self._fields[field] = value
+        if field.containing_oneof:
+          self._UpdateOneofState(field)
+
+    if msg._unknown_fields:
+      if not self._unknown_fields:
+        self._unknown_fields = []
+      self._unknown_fields.extend(msg._unknown_fields)
+      # pylint: disable=protected-access
+      if self._unknown_field_set is None:
+        self._unknown_field_set = containers.UnknownFieldSet()
+      self._unknown_field_set._extend(msg._unknown_field_set)
+
+  cls.MergeFrom = MergeFrom
+
+
+def _AddWhichOneofMethod(message_descriptor, cls):
+  def WhichOneof(self, oneof_name):
+    """Returns the name of the currently set field inside a oneof, or None."""
+    try:
+      field = message_descriptor.oneofs_by_name[oneof_name]
+    except KeyError:
+      raise ValueError(
+          'Protocol message has no oneof "%s" field.' % oneof_name)
+
+    nested_field = self._oneofs.get(field, None)
+    if nested_field is not None and self.HasField(nested_field.name):
+      return nested_field.name
+    else:
+      return None
+
+  cls.WhichOneof = WhichOneof
+
+
+def _Clear(self):
+  # Clear fields.
+  self._fields = {}
+  self._unknown_fields = ()
+  # pylint: disable=protected-access
+  if self._unknown_field_set is not None:
+    self._unknown_field_set._clear()
+    self._unknown_field_set = None
+
+  self._oneofs = {}
+  self._Modified()
+
+
+def _UnknownFields(self):
+  if self._unknown_field_set is None:  # pylint: disable=protected-access
+    # pylint: disable=protected-access
+    self._unknown_field_set = containers.UnknownFieldSet()
+  return self._unknown_field_set    # pylint: disable=protected-access
+
+
+def _DiscardUnknownFields(self):
+  self._unknown_fields = []
+  self._unknown_field_set = None      # pylint: disable=protected-access
+  for field, value in self.ListFields():
+    if field.cpp_type == _FieldDescriptor.CPPTYPE_MESSAGE:
+      if _IsMapField(field):
+        if _IsMessageMapField(field):
+          for key in value:
+            value[key].DiscardUnknownFields()
+      elif field.label == _FieldDescriptor.LABEL_REPEATED:
+        for sub_message in value:
+          sub_message.DiscardUnknownFields()
+      else:
+        value.DiscardUnknownFields()
+
+
+def _SetListener(self, listener):
+  if listener is None:
+    self._listener = message_listener_mod.NullMessageListener()
+  else:
+    self._listener = listener
+
+
+def _AddMessageMethods(message_descriptor, cls):
+  """Adds implementations of all Message methods to cls."""
+  _AddListFieldsMethod(message_descriptor, cls)
+  _AddHasFieldMethod(message_descriptor, cls)
+  _AddClearFieldMethod(message_descriptor, cls)
+  if message_descriptor.is_extendable:
+    _AddClearExtensionMethod(cls)
+    _AddHasExtensionMethod(cls)
+  _AddEqualsMethod(message_descriptor, cls)
+  _AddStrMethod(message_descriptor, cls)
+  _AddReprMethod(message_descriptor, cls)
+  _AddUnicodeMethod(message_descriptor, cls)
+  _AddByteSizeMethod(message_descriptor, cls)
+  _AddSerializeToStringMethod(message_descriptor, cls)
+  _AddSerializePartialToStringMethod(message_descriptor, cls)
+  _AddMergeFromStringMethod(message_descriptor, cls)
+  _AddIsInitializedMethod(message_descriptor, cls)
+  _AddMergeFromMethod(cls)
+  _AddWhichOneofMethod(message_descriptor, cls)
+  # Adds methods which do not depend on cls.
+  cls.Clear = _Clear
+  cls.UnknownFields = _UnknownFields
+  cls.DiscardUnknownFields = _DiscardUnknownFields
+  cls._SetListener = _SetListener
+
+
+def _AddPrivateHelperMethods(message_descriptor, cls):
+  """Adds implementation of private helper methods to cls."""
+
+  def Modified(self):
+    """Sets the _cached_byte_size_dirty bit to true,
+    and propagates this to our listener iff this was a state change.
+    """
+
+    # Note:  Some callers check _cached_byte_size_dirty before calling
+    #   _Modified() as an extra optimization.  So, if this method is ever
+    #   changed such that it does stuff even when _cached_byte_size_dirty is
+    #   already true, the callers need to be updated.
+    if not self._cached_byte_size_dirty:
+      self._cached_byte_size_dirty = True
+      self._listener_for_children.dirty = True
+      self._is_present_in_parent = True
+      self._listener.Modified()
+
+  def _UpdateOneofState(self, field):
+    """Sets field as the active field in its containing oneof.
+
+    Will also delete currently active field in the oneof, if it is different
+    from the argument. Does not mark the message as modified.
+    """
+    other_field = self._oneofs.setdefault(field.containing_oneof, field)
+    if other_field is not field:
+      del self._fields[other_field]
+      self._oneofs[field.containing_oneof] = field
+
+  cls._Modified = Modified
+  cls.SetInParent = Modified
+  cls._UpdateOneofState = _UpdateOneofState
+
+
+class _Listener(object):
+
+  """MessageListener implementation that a parent message registers with its
+  child message.
+
+  In order to support semantics like:
+
+    foo.bar.baz.qux = 23
+    assert foo.HasField('bar')
+
+  ...child objects must have back references to their parents.
+  This helper class is at the heart of this support.
+  """
+
+  def __init__(self, parent_message):
+    """Args:
+      parent_message: The message whose _Modified() method we should call when
+        we receive Modified() messages.
+    """
+    # This listener establishes a back reference from a child (contained) object
+    # to its parent (containing) object.  We make this a weak reference to avoid
+    # creating cyclic garbage when the client finishes with the 'parent' object
+    # in the tree.
+    if isinstance(parent_message, weakref.ProxyType):
+      self._parent_message_weakref = parent_message
+    else:
+      self._parent_message_weakref = weakref.proxy(parent_message)
+
+    # As an optimization, we also indicate directly on the listener whether
+    # or not the parent message is dirty.  This way we can avoid traversing
+    # up the tree in the common case.
+    self.dirty = False
+
+  def Modified(self):
+    if self.dirty:
+      return
+    try:
+      # Propagate the signal to our parents iff this is the first field set.
+      self._parent_message_weakref._Modified()
+    except ReferenceError:
+      # We can get here if a client has kept a reference to a child object,
+      # and is now setting a field on it, but the child's parent has been
+      # garbage-collected.  This is not an error.
+      pass
+
+
+class _OneofListener(_Listener):
+  """Special listener implementation for setting composite oneof fields."""
+
+  def __init__(self, parent_message, field):
+    """Args:
+      parent_message: The message whose _Modified() method we should call when
+        we receive Modified() messages.
+      field: The descriptor of the field being set in the parent message.
+    """
+    super(_OneofListener, self).__init__(parent_message)
+    self._field = field
+
+  def Modified(self):
+    """Also updates the state of the containing oneof in the parent message."""
+    try:
+      self._parent_message_weakref._UpdateOneofState(self._field)
+      super(_OneofListener, self).Modified()
+    except ReferenceError:
+      pass

PaddleOCR_ali1k_det_rec_300epoch_standalone/google/protobuf/internal/type_checkers.py

@@ -0,0 +1,435 @@
+# Protocol Buffers - Google's data interchange format
+# Copyright 2008 Google Inc.  All rights reserved.
+# https://developers.google.com/protocol-buffers/
+#
+# Redistribution and use in source and binary forms, with or without
+# modification, are permitted provided that the following conditions are
+# met:
+#
+#     * Redistributions of source code must retain the above copyright
+# notice, this list of conditions and the following disclaimer.
+#     * Redistributions in binary form must reproduce the above
+# copyright notice, this list of conditions and the following disclaimer
+# in the documentation and/or other materials provided with the
+# distribution.
+#     * Neither the name of Google Inc. nor the names of its
+# contributors may be used to endorse or promote products derived from
+# this software without specific prior written permission.
+#
+# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+# A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+# OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+"""Provides type checking routines.
+
+This module defines type checking utilities in the forms of dictionaries:
+
+VALUE_CHECKERS: A dictionary of field types and a value validation object.
+TYPE_TO_BYTE_SIZE_FN: A dictionary with field types and a size computing
+  function.
+TYPE_TO_SERIALIZE_METHOD: A dictionary with field types and serialization
+  function.
+FIELD_TYPE_TO_WIRE_TYPE: A dictionary with field typed and their
+  corresponding wire types.
+TYPE_TO_DESERIALIZE_METHOD: A dictionary with field types and deserialization
+  function.
+"""
+
+__author__ = 'robinson@google.com (Will Robinson)'
+
+import ctypes
+import numbers
+
+from google.protobuf.internal import decoder
+from google.protobuf.internal import encoder
+from google.protobuf.internal import wire_format
+from google.protobuf import descriptor
+
+_FieldDescriptor = descriptor.FieldDescriptor
+
+
+def TruncateToFourByteFloat(original):
+  return ctypes.c_float(original).value
+
+
+def ToShortestFloat(original):
+  """Returns the shortest float that has same value in wire."""
+  # All 4 byte floats have between 6 and 9 significant digits, so we
+  # start with 6 as the lower bound.
+  # It has to be iterative because use '.9g' directly can not get rid
+  # of the noises for most values. For example if set a float_field=0.9
+  # use '.9g' will print 0.899999976.
+  precision = 6
+  rounded = float('{0:.{1}g}'.format(original, precision))
+  while TruncateToFourByteFloat(rounded) != original:
+    precision += 1
+    rounded = float('{0:.{1}g}'.format(original, precision))
+  return rounded
+
+
+def SupportsOpenEnums(field_descriptor):
+  return field_descriptor.containing_type.syntax == 'proto3'
+
+
+def GetTypeChecker(field):
+  """Returns a type checker for a message field of the specified types.
+
+  Args:
+    field: FieldDescriptor object for this field.
+
+  Returns:
+    An instance of TypeChecker which can be used to verify the types
+    of values assigned to a field of the specified type.
+  """
+  if (field.cpp_type == _FieldDescriptor.CPPTYPE_STRING and
+      field.type == _FieldDescriptor.TYPE_STRING):
+    return UnicodeValueChecker()
+  if field.cpp_type == _FieldDescriptor.CPPTYPE_ENUM:
+    if SupportsOpenEnums(field):
+      # When open enums are supported, any int32 can be assigned.
+      return _VALUE_CHECKERS[_FieldDescriptor.CPPTYPE_INT32]
+    else:
+      return EnumValueChecker(field.enum_type)
+  return _VALUE_CHECKERS[field.cpp_type]
+
+
+# None of the typecheckers below make any attempt to guard against people
+# subclassing builtin types and doing weird things.  We're not trying to
+# protect against malicious clients here, just people accidentally shooting
+# themselves in the foot in obvious ways.
+class TypeChecker(object):
+
+  """Type checker used to catch type errors as early as possible
+  when the client is setting scalar fields in protocol messages.
+  """
+
+  def __init__(self, *acceptable_types):
+    self._acceptable_types = acceptable_types
+
+  def CheckValue(self, proposed_value):
+    """Type check the provided value and return it.
+
+    The returned value might have been normalized to another type.
+    """
+    if not isinstance(proposed_value, self._acceptable_types):
+      message = ('%.1024r has type %s, but expected one of: %s' %
+                 (proposed_value, type(proposed_value), self._acceptable_types))
+      raise TypeError(message)
+    return proposed_value
+
+
+class TypeCheckerWithDefault(TypeChecker):
+
+  def __init__(self, default_value, *acceptable_types):
+    TypeChecker.__init__(self, *acceptable_types)
+    self._default_value = default_value
+
+  def DefaultValue(self):
+    return self._default_value
+
+
+class BoolValueChecker(object):
+  """Type checker used for bool fields."""
+
+  def CheckValue(self, proposed_value):
+    if not hasattr(proposed_value, '__index__') or (
+        type(proposed_value).__module__ == 'numpy' and
+        type(proposed_value).__name__ == 'ndarray'):
+      message = ('%.1024r has type %s, but expected one of: %s' %
+                 (proposed_value, type(proposed_value), (bool, int)))
+      raise TypeError(message)
+    return bool(proposed_value)
+
+  def DefaultValue(self):
+    return False
+
+
+# IntValueChecker and its subclasses perform integer type-checks
+# and bounds-checks.
+class IntValueChecker(object):
+
+  """Checker used for integer fields.  Performs type-check and range check."""
+
+  def CheckValue(self, proposed_value):
+    if not hasattr(proposed_value, '__index__') or (
+        type(proposed_value).__module__ == 'numpy' and
+        type(proposed_value).__name__ == 'ndarray'):
+      message = ('%.1024r has type %s, but expected one of: %s' %
+                 (proposed_value, type(proposed_value), (int,)))
+      raise TypeError(message)
+
+    if not self._MIN <= int(proposed_value) <= self._MAX:
+      raise ValueError('Value out of range: %d' % proposed_value)
+    # We force all values to int to make alternate implementations where the
+    # distinction is more significant (e.g. the C++ implementation) simpler.
+    proposed_value = int(proposed_value)
+    return proposed_value
+
+  def DefaultValue(self):
+    return 0
+
+
+class EnumValueChecker(object):
+
+  """Checker used for enum fields.  Performs type-check and range check."""
+
+  def __init__(self, enum_type):
+    self._enum_type = enum_type
+
+  def CheckValue(self, proposed_value):
+    if not isinstance(proposed_value, numbers.Integral):
+      message = ('%.1024r has type %s, but expected one of: %s' %
+                 (proposed_value, type(proposed_value), (int,)))
+      raise TypeError(message)
+    if int(proposed_value) not in self._enum_type.values_by_number:
+      raise ValueError('Unknown enum value: %d' % proposed_value)
+    return proposed_value
+
+  def DefaultValue(self):
+    return self._enum_type.values[0].number
+
+
+class UnicodeValueChecker(object):
+
+  """Checker used for string fields.
+
+  Always returns a unicode value, even if the input is of type str.
+  """
+
+  def CheckValue(self, proposed_value):
+    if not isinstance(proposed_value, (bytes, str)):
+      message = ('%.1024r has type %s, but expected one of: %s' %
+                 (proposed_value, type(proposed_value), (bytes, str)))
+      raise TypeError(message)
+
+    # If the value is of type 'bytes' make sure that it is valid UTF-8 data.
+    if isinstance(proposed_value, bytes):
+      try:
+        proposed_value = proposed_value.decode('utf-8')
+      except UnicodeDecodeError:
+        raise ValueError('%.1024r has type bytes, but isn\'t valid UTF-8 '
+                         'encoding. Non-UTF-8 strings must be converted to '
+                         'unicode objects before being added.' %
+                         (proposed_value))
+    else:
+      try:
+        proposed_value.encode('utf8')
+      except UnicodeEncodeError:
+        raise ValueError('%.1024r isn\'t a valid unicode string and '
+                         'can\'t be encoded in UTF-8.'%
+                         (proposed_value))
+
+    return proposed_value
+
+  def DefaultValue(self):
+    return u""
+
+
+class Int32ValueChecker(IntValueChecker):
+  # We're sure to use ints instead of longs here since comparison may be more
+  # efficient.
+  _MIN = -2147483648
+  _MAX = 2147483647
+
+
+class Uint32ValueChecker(IntValueChecker):
+  _MIN = 0
+  _MAX = (1 << 32) - 1
+
+
+class Int64ValueChecker(IntValueChecker):
+  _MIN = -(1 << 63)
+  _MAX = (1 << 63) - 1
+
+
+class Uint64ValueChecker(IntValueChecker):
+  _MIN = 0
+  _MAX = (1 << 64) - 1
+
+
+# The max 4 bytes float is about 3.4028234663852886e+38
+_FLOAT_MAX = float.fromhex('0x1.fffffep+127')
+_FLOAT_MIN = -_FLOAT_MAX
+_INF = float('inf')
+_NEG_INF = float('-inf')
+
+
+class DoubleValueChecker(object):
+  """Checker used for double fields.
+
+  Performs type-check and range check.
+  """
+
+  def CheckValue(self, proposed_value):
+    """Check and convert proposed_value to float."""
+    if (not hasattr(proposed_value, '__float__') and
+        not hasattr(proposed_value, '__index__')) or (
+            type(proposed_value).__module__ == 'numpy' and
+            type(proposed_value).__name__ == 'ndarray'):
+      message = ('%.1024r has type %s, but expected one of: int, float' %
+                 (proposed_value, type(proposed_value)))
+      raise TypeError(message)
+    return float(proposed_value)
+
+  def DefaultValue(self):
+    return 0.0
+
+
+class FloatValueChecker(DoubleValueChecker):
+  """Checker used for float fields.
+
+  Performs type-check and range check.
+
+  Values exceeding a 32-bit float will be converted to inf/-inf.
+  """
+
+  def CheckValue(self, proposed_value):
+    """Check and convert proposed_value to float."""
+    converted_value = super().CheckValue(proposed_value)
+    # This inf rounding matches the C++ proto SafeDoubleToFloat logic.
+    if converted_value > _FLOAT_MAX:
+      return _INF
+    if converted_value < _FLOAT_MIN:
+      return _NEG_INF
+
+    return TruncateToFourByteFloat(converted_value)
+
+# Type-checkers for all scalar CPPTYPEs.
+_VALUE_CHECKERS = {
+    _FieldDescriptor.CPPTYPE_INT32: Int32ValueChecker(),
+    _FieldDescriptor.CPPTYPE_INT64: Int64ValueChecker(),
+    _FieldDescriptor.CPPTYPE_UINT32: Uint32ValueChecker(),
+    _FieldDescriptor.CPPTYPE_UINT64: Uint64ValueChecker(),
+    _FieldDescriptor.CPPTYPE_DOUBLE: DoubleValueChecker(),
+    _FieldDescriptor.CPPTYPE_FLOAT: FloatValueChecker(),
+    _FieldDescriptor.CPPTYPE_BOOL: BoolValueChecker(),
+    _FieldDescriptor.CPPTYPE_STRING: TypeCheckerWithDefault(b'', bytes),
+}
+
+
+# Map from field type to a function F, such that F(field_num, value)
+# gives the total byte size for a value of the given type.  This
+# byte size includes tag information and any other additional space
+# associated with serializing "value".
+TYPE_TO_BYTE_SIZE_FN = {
+    _FieldDescriptor.TYPE_DOUBLE: wire_format.DoubleByteSize,
+    _FieldDescriptor.TYPE_FLOAT: wire_format.FloatByteSize,
+    _FieldDescriptor.TYPE_INT64: wire_format.Int64ByteSize,
+    _FieldDescriptor.TYPE_UINT64: wire_format.UInt64ByteSize,
+    _FieldDescriptor.TYPE_INT32: wire_format.Int32ByteSize,
+    _FieldDescriptor.TYPE_FIXED64: wire_format.Fixed64ByteSize,
+    _FieldDescriptor.TYPE_FIXED32: wire_format.Fixed32ByteSize,
+    _FieldDescriptor.TYPE_BOOL: wire_format.BoolByteSize,
+    _FieldDescriptor.TYPE_STRING: wire_format.StringByteSize,
+    _FieldDescriptor.TYPE_GROUP: wire_format.GroupByteSize,
+    _FieldDescriptor.TYPE_MESSAGE: wire_format.MessageByteSize,
+    _FieldDescriptor.TYPE_BYTES: wire_format.BytesByteSize,
+    _FieldDescriptor.TYPE_UINT32: wire_format.UInt32ByteSize,
+    _FieldDescriptor.TYPE_ENUM: wire_format.EnumByteSize,
+    _FieldDescriptor.TYPE_SFIXED32: wire_format.SFixed32ByteSize,
+    _FieldDescriptor.TYPE_SFIXED64: wire_format.SFixed64ByteSize,
+    _FieldDescriptor.TYPE_SINT32: wire_format.SInt32ByteSize,
+    _FieldDescriptor.TYPE_SINT64: wire_format.SInt64ByteSize
+    }
+
+
+# Maps from field types to encoder constructors.
+TYPE_TO_ENCODER = {
+    _FieldDescriptor.TYPE_DOUBLE: encoder.DoubleEncoder,
+    _FieldDescriptor.TYPE_FLOAT: encoder.FloatEncoder,
+    _FieldDescriptor.TYPE_INT64: encoder.Int64Encoder,
+    _FieldDescriptor.TYPE_UINT64: encoder.UInt64Encoder,
+    _FieldDescriptor.TYPE_INT32: encoder.Int32Encoder,
+    _FieldDescriptor.TYPE_FIXED64: encoder.Fixed64Encoder,
+    _FieldDescriptor.TYPE_FIXED32: encoder.Fixed32Encoder,
+    _FieldDescriptor.TYPE_BOOL: encoder.BoolEncoder,
+    _FieldDescriptor.TYPE_STRING: encoder.StringEncoder,
+    _FieldDescriptor.TYPE_GROUP: encoder.GroupEncoder,
+    _FieldDescriptor.TYPE_MESSAGE: encoder.MessageEncoder,
+    _FieldDescriptor.TYPE_BYTES: encoder.BytesEncoder,
+    _FieldDescriptor.TYPE_UINT32: encoder.UInt32Encoder,
+    _FieldDescriptor.TYPE_ENUM: encoder.EnumEncoder,
+    _FieldDescriptor.TYPE_SFIXED32: encoder.SFixed32Encoder,
+    _FieldDescriptor.TYPE_SFIXED64: encoder.SFixed64Encoder,
+    _FieldDescriptor.TYPE_SINT32: encoder.SInt32Encoder,
+    _FieldDescriptor.TYPE_SINT64: encoder.SInt64Encoder,
+    }
+
+
+# Maps from field types to sizer constructors.
+TYPE_TO_SIZER = {
+    _FieldDescriptor.TYPE_DOUBLE: encoder.DoubleSizer,
+    _FieldDescriptor.TYPE_FLOAT: encoder.FloatSizer,
+    _FieldDescriptor.TYPE_INT64: encoder.Int64Sizer,
+    _FieldDescriptor.TYPE_UINT64: encoder.UInt64Sizer,
+    _FieldDescriptor.TYPE_INT32: encoder.Int32Sizer,
+    _FieldDescriptor.TYPE_FIXED64: encoder.Fixed64Sizer,
+    _FieldDescriptor.TYPE_FIXED32: encoder.Fixed32Sizer,
+    _FieldDescriptor.TYPE_BOOL: encoder.BoolSizer,
+    _FieldDescriptor.TYPE_STRING: encoder.StringSizer,
+    _FieldDescriptor.TYPE_GROUP: encoder.GroupSizer,
+    _FieldDescriptor.TYPE_MESSAGE: encoder.MessageSizer,
+    _FieldDescriptor.TYPE_BYTES: encoder.BytesSizer,
+    _FieldDescriptor.TYPE_UINT32: encoder.UInt32Sizer,
+    _FieldDescriptor.TYPE_ENUM: encoder.EnumSizer,
+    _FieldDescriptor.TYPE_SFIXED32: encoder.SFixed32Sizer,
+    _FieldDescriptor.TYPE_SFIXED64: encoder.SFixed64Sizer,
+    _FieldDescriptor.TYPE_SINT32: encoder.SInt32Sizer,
+    _FieldDescriptor.TYPE_SINT64: encoder.SInt64Sizer,
+    }
+
+
+# Maps from field type to a decoder constructor.
+TYPE_TO_DECODER = {
+    _FieldDescriptor.TYPE_DOUBLE: decoder.DoubleDecoder,
+    _FieldDescriptor.TYPE_FLOAT: decoder.FloatDecoder,
+    _FieldDescriptor.TYPE_INT64: decoder.Int64Decoder,
+    _FieldDescriptor.TYPE_UINT64: decoder.UInt64Decoder,
+    _FieldDescriptor.TYPE_INT32: decoder.Int32Decoder,
+    _FieldDescriptor.TYPE_FIXED64: decoder.Fixed64Decoder,
+    _FieldDescriptor.TYPE_FIXED32: decoder.Fixed32Decoder,
+    _FieldDescriptor.TYPE_BOOL: decoder.BoolDecoder,
+    _FieldDescriptor.TYPE_STRING: decoder.StringDecoder,
+    _FieldDescriptor.TYPE_GROUP: decoder.GroupDecoder,
+    _FieldDescriptor.TYPE_MESSAGE: decoder.MessageDecoder,
+    _FieldDescriptor.TYPE_BYTES: decoder.BytesDecoder,
+    _FieldDescriptor.TYPE_UINT32: decoder.UInt32Decoder,
+    _FieldDescriptor.TYPE_ENUM: decoder.EnumDecoder,
+    _FieldDescriptor.TYPE_SFIXED32: decoder.SFixed32Decoder,
+    _FieldDescriptor.TYPE_SFIXED64: decoder.SFixed64Decoder,
+    _FieldDescriptor.TYPE_SINT32: decoder.SInt32Decoder,
+    _FieldDescriptor.TYPE_SINT64: decoder.SInt64Decoder,
+    }
+
+# Maps from field type to expected wiretype.
+FIELD_TYPE_TO_WIRE_TYPE = {
+    _FieldDescriptor.TYPE_DOUBLE: wire_format.WIRETYPE_FIXED64,
+    _FieldDescriptor.TYPE_FLOAT: wire_format.WIRETYPE_FIXED32,
+    _FieldDescriptor.TYPE_INT64: wire_format.WIRETYPE_VARINT,
+    _FieldDescriptor.TYPE_UINT64: wire_format.WIRETYPE_VARINT,
+    _FieldDescriptor.TYPE_INT32: wire_format.WIRETYPE_VARINT,
+    _FieldDescriptor.TYPE_FIXED64: wire_format.WIRETYPE_FIXED64,
+    _FieldDescriptor.TYPE_FIXED32: wire_format.WIRETYPE_FIXED32,
+    _FieldDescriptor.TYPE_BOOL: wire_format.WIRETYPE_VARINT,
+    _FieldDescriptor.TYPE_STRING:
+      wire_format.WIRETYPE_LENGTH_DELIMITED,
+    _FieldDescriptor.TYPE_GROUP: wire_format.WIRETYPE_START_GROUP,
+    _FieldDescriptor.TYPE_MESSAGE:
+      wire_format.WIRETYPE_LENGTH_DELIMITED,
+    _FieldDescriptor.TYPE_BYTES:
+      wire_format.WIRETYPE_LENGTH_DELIMITED,
+    _FieldDescriptor.TYPE_UINT32: wire_format.WIRETYPE_VARINT,
+    _FieldDescriptor.TYPE_ENUM: wire_format.WIRETYPE_VARINT,
+    _FieldDescriptor.TYPE_SFIXED32: wire_format.WIRETYPE_FIXED32,
+    _FieldDescriptor.TYPE_SFIXED64: wire_format.WIRETYPE_FIXED64,
+    _FieldDescriptor.TYPE_SINT32: wire_format.WIRETYPE_VARINT,
+    _FieldDescriptor.TYPE_SINT64: wire_format.WIRETYPE_VARINT,
+    }

PaddleOCR_ali1k_det_rec_300epoch_standalone/google/protobuf/internal/well_known_types.py

@@ -0,0 +1,878 @@
+# Protocol Buffers - Google's data interchange format
+# Copyright 2008 Google Inc.  All rights reserved.
+# https://developers.google.com/protocol-buffers/
+#
+# Redistribution and use in source and binary forms, with or without
+# modification, are permitted provided that the following conditions are
+# met:
+#
+#     * Redistributions of source code must retain the above copyright
+# notice, this list of conditions and the following disclaimer.
+#     * Redistributions in binary form must reproduce the above
+# copyright notice, this list of conditions and the following disclaimer
+# in the documentation and/or other materials provided with the
+# distribution.
+#     * Neither the name of Google Inc. nor the names of its
+# contributors may be used to endorse or promote products derived from
+# this software without specific prior written permission.
+#
+# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+# A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+# OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+"""Contains well known classes.
+
+This files defines well known classes which need extra maintenance including:
+  - Any
+  - Duration
+  - FieldMask
+  - Struct
+  - Timestamp
+"""
+
+__author__ = 'jieluo@google.com (Jie Luo)'
+
+import calendar
+import collections.abc
+import datetime
+
+from google.protobuf.descriptor import FieldDescriptor
+
+_TIMESTAMPFOMAT = '%Y-%m-%dT%H:%M:%S'
+_NANOS_PER_SECOND = 1000000000
+_NANOS_PER_MILLISECOND = 1000000
+_NANOS_PER_MICROSECOND = 1000
+_MILLIS_PER_SECOND = 1000
+_MICROS_PER_SECOND = 1000000
+_SECONDS_PER_DAY = 24 * 3600
+_DURATION_SECONDS_MAX = 315576000000
+
+
+class Any(object):
+  """Class for Any Message type."""
+
+  __slots__ = ()
+
+  def Pack(self, msg, type_url_prefix='type.googleapis.com/',
+           deterministic=None):
+    """Packs the specified message into current Any message."""
+    if len(type_url_prefix) < 1 or type_url_prefix[-1] != '/':
+      self.type_url = '%s/%s' % (type_url_prefix, msg.DESCRIPTOR.full_name)
+    else:
+      self.type_url = '%s%s' % (type_url_prefix, msg.DESCRIPTOR.full_name)
+    self.value = msg.SerializeToString(deterministic=deterministic)
+
+  def Unpack(self, msg):
+    """Unpacks the current Any message into specified message."""
+    descriptor = msg.DESCRIPTOR
+    if not self.Is(descriptor):
+      return False
+    msg.ParseFromString(self.value)
+    return True
+
+  def TypeName(self):
+    """Returns the protobuf type name of the inner message."""
+    # Only last part is to be used: b/25630112
+    return self.type_url.split('/')[-1]
+
+  def Is(self, descriptor):
+    """Checks if this Any represents the given protobuf type."""
+    return '/' in self.type_url and self.TypeName() == descriptor.full_name
+
+
+_EPOCH_DATETIME_NAIVE = datetime.datetime.utcfromtimestamp(0)
+_EPOCH_DATETIME_AWARE = datetime.datetime.fromtimestamp(
+    0, tz=datetime.timezone.utc)
+
+
+class Timestamp(object):
+  """Class for Timestamp message type."""
+
+  __slots__ = ()
+
+  def ToJsonString(self):
+    """Converts Timestamp to RFC 3339 date string format.
+
+    Returns:
+      A string converted from timestamp. The string is always Z-normalized
+      and uses 3, 6 or 9 fractional digits as required to represent the
+      exact time. Example of the return format: '1972-01-01T10:00:20.021Z'
+    """
+    nanos = self.nanos % _NANOS_PER_SECOND
+    total_sec = self.seconds + (self.nanos - nanos) // _NANOS_PER_SECOND
+    seconds = total_sec % _SECONDS_PER_DAY
+    days = (total_sec - seconds) // _SECONDS_PER_DAY
+    dt = datetime.datetime(1970, 1, 1) + datetime.timedelta(days, seconds)
+
+    result = dt.isoformat()
+    if (nanos % 1e9) == 0:
+      # If there are 0 fractional digits, the fractional
+      # point '.' should be omitted when serializing.
+      return result + 'Z'
+    if (nanos % 1e6) == 0:
+      # Serialize 3 fractional digits.
+      return result + '.%03dZ' % (nanos / 1e6)
+    if (nanos % 1e3) == 0:
+      # Serialize 6 fractional digits.
+      return result + '.%06dZ' % (nanos / 1e3)
+    # Serialize 9 fractional digits.
+    return result + '.%09dZ' % nanos
+
+  def FromJsonString(self, value):
+    """Parse a RFC 3339 date string format to Timestamp.
+
+    Args:
+      value: A date string. Any fractional digits (or none) and any offset are
+          accepted as long as they fit into nano-seconds precision.
+          Example of accepted format: '1972-01-01T10:00:20.021-05:00'
+
+    Raises:
+      ValueError: On parsing problems.
+    """
+    if not isinstance(value, str):
+      raise ValueError('Timestamp JSON value not a string: {!r}'.format(value))
+    timezone_offset = value.find('Z')
+    if timezone_offset == -1:
+      timezone_offset = value.find('+')
+    if timezone_offset == -1:
+      timezone_offset = value.rfind('-')
+    if timezone_offset == -1:
+      raise ValueError(
+          'Failed to parse timestamp: missing valid timezone offset.')
+    time_value = value[0:timezone_offset]
+    # Parse datetime and nanos.
+    point_position = time_value.find('.')
+    if point_position == -1:
+      second_value = time_value
+      nano_value = ''
+    else:
+      second_value = time_value[:point_position]
+      nano_value = time_value[point_position + 1:]
+    if 't' in second_value:
+      raise ValueError(
+          'time data \'{0}\' does not match format \'%Y-%m-%dT%H:%M:%S\', '
+          'lowercase \'t\' is not accepted'.format(second_value))
+    date_object = datetime.datetime.strptime(second_value, _TIMESTAMPFOMAT)
+    td = date_object - datetime.datetime(1970, 1, 1)
+    seconds = td.seconds + td.days * _SECONDS_PER_DAY
+    if len(nano_value) > 9:
+      raise ValueError(
+          'Failed to parse Timestamp: nanos {0} more than '
+          '9 fractional digits.'.format(nano_value))
+    if nano_value:
+      nanos = round(float('0.' + nano_value) * 1e9)
+    else:
+      nanos = 0
+    # Parse timezone offsets.
+    if value[timezone_offset] == 'Z':
+      if len(value) != timezone_offset + 1:
+        raise ValueError('Failed to parse timestamp: invalid trailing'
+                         ' data {0}.'.format(value))
+    else:
+      timezone = value[timezone_offset:]
+      pos = timezone.find(':')
+      if pos == -1:
+        raise ValueError(
+            'Invalid timezone offset value: {0}.'.format(timezone))
+      if timezone[0] == '+':
+        seconds -= (int(timezone[1:pos])*60+int(timezone[pos+1:]))*60
+      else:
+        seconds += (int(timezone[1:pos])*60+int(timezone[pos+1:]))*60
+    # Set seconds and nanos
+    self.seconds = int(seconds)
+    self.nanos = int(nanos)
+
+  def GetCurrentTime(self):
+    """Get the current UTC into Timestamp."""
+    self.FromDatetime(datetime.datetime.utcnow())
+
+  def ToNanoseconds(self):
+    """Converts Timestamp to nanoseconds since epoch."""
+    return self.seconds * _NANOS_PER_SECOND + self.nanos
+
+  def ToMicroseconds(self):
+    """Converts Timestamp to microseconds since epoch."""
+    return (self.seconds * _MICROS_PER_SECOND +
+            self.nanos // _NANOS_PER_MICROSECOND)
+
+  def ToMilliseconds(self):
+    """Converts Timestamp to milliseconds since epoch."""
+    return (self.seconds * _MILLIS_PER_SECOND +
+            self.nanos // _NANOS_PER_MILLISECOND)
+
+  def ToSeconds(self):
+    """Converts Timestamp to seconds since epoch."""
+    return self.seconds
+
+  def FromNanoseconds(self, nanos):
+    """Converts nanoseconds since epoch to Timestamp."""
+    self.seconds = nanos // _NANOS_PER_SECOND
+    self.nanos = nanos % _NANOS_PER_SECOND
+
+  def FromMicroseconds(self, micros):
+    """Converts microseconds since epoch to Timestamp."""
+    self.seconds = micros // _MICROS_PER_SECOND
+    self.nanos = (micros % _MICROS_PER_SECOND) * _NANOS_PER_MICROSECOND
+
+  def FromMilliseconds(self, millis):
+    """Converts milliseconds since epoch to Timestamp."""
+    self.seconds = millis // _MILLIS_PER_SECOND
+    self.nanos = (millis % _MILLIS_PER_SECOND) * _NANOS_PER_MILLISECOND
+
+  def FromSeconds(self, seconds):
+    """Converts seconds since epoch to Timestamp."""
+    self.seconds = seconds
+    self.nanos = 0
+
+  def ToDatetime(self, tzinfo=None):
+    """Converts Timestamp to a datetime.
+
+    Args:
+      tzinfo: A datetime.tzinfo subclass; defaults to None.
+
+    Returns:
+      If tzinfo is None, returns a timezone-naive UTC datetime (with no timezone
+      information, i.e. not aware that it's UTC).
+
+      Otherwise, returns a timezone-aware datetime in the input timezone.
+    """
+    delta = datetime.timedelta(
+        seconds=self.seconds,
+        microseconds=_RoundTowardZero(self.nanos, _NANOS_PER_MICROSECOND))
+    if tzinfo is None:
+      return _EPOCH_DATETIME_NAIVE + delta
+    else:
+      return _EPOCH_DATETIME_AWARE.astimezone(tzinfo) + delta
+
+  def FromDatetime(self, dt):
+    """Converts datetime to Timestamp.
+
+    Args:
+      dt: A datetime. If it's timezone-naive, it's assumed to be in UTC.
+    """
+    # Using this guide: http://wiki.python.org/moin/WorkingWithTime
+    # And this conversion guide: http://docs.python.org/library/time.html
+
+    # Turn the date parameter into a tuple (struct_time) that can then be
+    # manipulated into a long value of seconds.  During the conversion from
+    # struct_time to long, the source date in UTC, and so it follows that the
+    # correct transformation is calendar.timegm()
+    self.seconds = calendar.timegm(dt.utctimetuple())
+    self.nanos = dt.microsecond * _NANOS_PER_MICROSECOND
+
+
+class Duration(object):
+  """Class for Duration message type."""
+
+  __slots__ = ()
+
+  def ToJsonString(self):
+    """Converts Duration to string format.
+
+    Returns:
+      A string converted from self. The string format will contains
+      3, 6, or 9 fractional digits depending on the precision required to
+      represent the exact Duration value. For example: "1s", "1.010s",
+      "1.000000100s", "-3.100s"
+    """
+    _CheckDurationValid(self.seconds, self.nanos)
+    if self.seconds < 0 or self.nanos < 0:
+      result = '-'
+      seconds = - self.seconds + int((0 - self.nanos) // 1e9)
+      nanos = (0 - self.nanos) % 1e9
+    else:
+      result = ''
+      seconds = self.seconds + int(self.nanos // 1e9)
+      nanos = self.nanos % 1e9
+    result += '%d' % seconds
+    if (nanos % 1e9) == 0:
+      # If there are 0 fractional digits, the fractional
+      # point '.' should be omitted when serializing.
+      return result + 's'
+    if (nanos % 1e6) == 0:
+      # Serialize 3 fractional digits.
+      return result + '.%03ds' % (nanos / 1e6)
+    if (nanos % 1e3) == 0:
+      # Serialize 6 fractional digits.
+      return result + '.%06ds' % (nanos / 1e3)
+    # Serialize 9 fractional digits.
+    return result + '.%09ds' % nanos
+
+  def FromJsonString(self, value):
+    """Converts a string to Duration.
+
+    Args:
+      value: A string to be converted. The string must end with 's'. Any
+          fractional digits (or none) are accepted as long as they fit into
+          precision. For example: "1s", "1.01s", "1.0000001s", "-3.100s
+
+    Raises:
+      ValueError: On parsing problems.
+    """
+    if not isinstance(value, str):
+      raise ValueError('Duration JSON value not a string: {!r}'.format(value))
+    if len(value) < 1 or value[-1] != 's':
+      raise ValueError(
+          'Duration must end with letter "s": {0}.'.format(value))
+    try:
+      pos = value.find('.')
+      if pos == -1:
+        seconds = int(value[:-1])
+        nanos = 0
+      else:
+        seconds = int(value[:pos])
+        if value[0] == '-':
+          nanos = int(round(float('-0{0}'.format(value[pos: -1])) *1e9))
+        else:
+          nanos = int(round(float('0{0}'.format(value[pos: -1])) *1e9))
+      _CheckDurationValid(seconds, nanos)
+      self.seconds = seconds
+      self.nanos = nanos
+    except ValueError as e:
+      raise ValueError(
+          'Couldn\'t parse duration: {0} : {1}.'.format(value, e))
+
+  def ToNanoseconds(self):
+    """Converts a Duration to nanoseconds."""
+    return self.seconds * _NANOS_PER_SECOND + self.nanos
+
+  def ToMicroseconds(self):
+    """Converts a Duration to microseconds."""
+    micros = _RoundTowardZero(self.nanos, _NANOS_PER_MICROSECOND)
+    return self.seconds * _MICROS_PER_SECOND + micros
+
+  def ToMilliseconds(self):
+    """Converts a Duration to milliseconds."""
+    millis = _RoundTowardZero(self.nanos, _NANOS_PER_MILLISECOND)
+    return self.seconds * _MILLIS_PER_SECOND + millis
+
+  def ToSeconds(self):
+    """Converts a Duration to seconds."""
+    return self.seconds
+
+  def FromNanoseconds(self, nanos):
+    """Converts nanoseconds to Duration."""
+    self._NormalizeDuration(nanos // _NANOS_PER_SECOND,
+                            nanos % _NANOS_PER_SECOND)
+
+  def FromMicroseconds(self, micros):
+    """Converts microseconds to Duration."""
+    self._NormalizeDuration(
+        micros // _MICROS_PER_SECOND,
+        (micros % _MICROS_PER_SECOND) * _NANOS_PER_MICROSECOND)
+
+  def FromMilliseconds(self, millis):
+    """Converts milliseconds to Duration."""
+    self._NormalizeDuration(
+        millis // _MILLIS_PER_SECOND,
+        (millis % _MILLIS_PER_SECOND) * _NANOS_PER_MILLISECOND)
+
+  def FromSeconds(self, seconds):
+    """Converts seconds to Duration."""
+    self.seconds = seconds
+    self.nanos = 0
+
+  def ToTimedelta(self):
+    """Converts Duration to timedelta."""
+    return datetime.timedelta(
+        seconds=self.seconds, microseconds=_RoundTowardZero(
+            self.nanos, _NANOS_PER_MICROSECOND))
+
+  def FromTimedelta(self, td):
+    """Converts timedelta to Duration."""
+    self._NormalizeDuration(td.seconds + td.days * _SECONDS_PER_DAY,
+                            td.microseconds * _NANOS_PER_MICROSECOND)
+
+  def _NormalizeDuration(self, seconds, nanos):
+    """Set Duration by seconds and nanos."""
+    # Force nanos to be negative if the duration is negative.
+    if seconds < 0 and nanos > 0:
+      seconds += 1
+      nanos -= _NANOS_PER_SECOND
+    self.seconds = seconds
+    self.nanos = nanos
+
+
+def _CheckDurationValid(seconds, nanos):
+  if seconds < -_DURATION_SECONDS_MAX or seconds > _DURATION_SECONDS_MAX:
+    raise ValueError(
+        'Duration is not valid: Seconds {0} must be in range '
+        '[-315576000000, 315576000000].'.format(seconds))
+  if nanos <= -_NANOS_PER_SECOND or nanos >= _NANOS_PER_SECOND:
+    raise ValueError(
+        'Duration is not valid: Nanos {0} must be in range '
+        '[-999999999, 999999999].'.format(nanos))
+  if (nanos < 0 and seconds > 0) or (nanos > 0 and seconds < 0):
+    raise ValueError(
+        'Duration is not valid: Sign mismatch.')
+
+
+def _RoundTowardZero(value, divider):
+  """Truncates the remainder part after division."""
+  # For some languages, the sign of the remainder is implementation
+  # dependent if any of the operands is negative. Here we enforce
+  # "rounded toward zero" semantics. For example, for (-5) / 2 an
+  # implementation may give -3 as the result with the remainder being
+  # 1. This function ensures we always return -2 (closer to zero).
+  result = value // divider
+  remainder = value % divider
+  if result < 0 and remainder > 0:
+    return result + 1
+  else:
+    return result
+
+
+class FieldMask(object):
+  """Class for FieldMask message type."""
+
+  __slots__ = ()
+
+  def ToJsonString(self):
+    """Converts FieldMask to string according to proto3 JSON spec."""
+    camelcase_paths = []
+    for path in self.paths:
+      camelcase_paths.append(_SnakeCaseToCamelCase(path))
+    return ','.join(camelcase_paths)
+
+  def FromJsonString(self, value):
+    """Converts string to FieldMask according to proto3 JSON spec."""
+    if not isinstance(value, str):
+      raise ValueError('FieldMask JSON value not a string: {!r}'.format(value))
+    self.Clear()
+    if value:
+      for path in value.split(','):
+        self.paths.append(_CamelCaseToSnakeCase(path))
+
+  def IsValidForDescriptor(self, message_descriptor):
+    """Checks whether the FieldMask is valid for Message Descriptor."""
+    for path in self.paths:
+      if not _IsValidPath(message_descriptor, path):
+        return False
+    return True
+
+  def AllFieldsFromDescriptor(self, message_descriptor):
+    """Gets all direct fields of Message Descriptor to FieldMask."""
+    self.Clear()
+    for field in message_descriptor.fields:
+      self.paths.append(field.name)
+
+  def CanonicalFormFromMask(self, mask):
+    """Converts a FieldMask to the canonical form.
+
+    Removes paths that are covered by another path. For example,
+    "foo.bar" is covered by "foo" and will be removed if "foo"
+    is also in the FieldMask. Then sorts all paths in alphabetical order.
+
+    Args:
+      mask: The original FieldMask to be converted.
+    """
+    tree = _FieldMaskTree(mask)
+    tree.ToFieldMask(self)
+
+  def Union(self, mask1, mask2):
+    """Merges mask1 and mask2 into this FieldMask."""
+    _CheckFieldMaskMessage(mask1)
+    _CheckFieldMaskMessage(mask2)
+    tree = _FieldMaskTree(mask1)
+    tree.MergeFromFieldMask(mask2)
+    tree.ToFieldMask(self)
+
+  def Intersect(self, mask1, mask2):
+    """Intersects mask1 and mask2 into this FieldMask."""
+    _CheckFieldMaskMessage(mask1)
+    _CheckFieldMaskMessage(mask2)
+    tree = _FieldMaskTree(mask1)
+    intersection = _FieldMaskTree()
+    for path in mask2.paths:
+      tree.IntersectPath(path, intersection)
+    intersection.ToFieldMask(self)
+
+  def MergeMessage(
+      self, source, destination,
+      replace_message_field=False, replace_repeated_field=False):
+    """Merges fields specified in FieldMask from source to destination.
+
+    Args:
+      source: Source message.
+      destination: The destination message to be merged into.
+      replace_message_field: Replace message field if True. Merge message
+          field if False.
+      replace_repeated_field: Replace repeated field if True. Append
+          elements of repeated field if False.
+    """
+    tree = _FieldMaskTree(self)
+    tree.MergeMessage(
+        source, destination, replace_message_field, replace_repeated_field)
+
+
+def _IsValidPath(message_descriptor, path):
+  """Checks whether the path is valid for Message Descriptor."""
+  parts = path.split('.')
+  last = parts.pop()
+  for name in parts:
+    field = message_descriptor.fields_by_name.get(name)
+    if (field is None or
+        field.label == FieldDescriptor.LABEL_REPEATED or
+        field.type != FieldDescriptor.TYPE_MESSAGE):
+      return False
+    message_descriptor = field.message_type
+  return last in message_descriptor.fields_by_name
+
+
+def _CheckFieldMaskMessage(message):
+  """Raises ValueError if message is not a FieldMask."""
+  message_descriptor = message.DESCRIPTOR
+  if (message_descriptor.name != 'FieldMask' or
+      message_descriptor.file.name != 'google/protobuf/field_mask.proto'):
+    raise ValueError('Message {0} is not a FieldMask.'.format(
+        message_descriptor.full_name))
+
+
+def _SnakeCaseToCamelCase(path_name):
+  """Converts a path name from snake_case to camelCase."""
+  result = []
+  after_underscore = False
+  for c in path_name:
+    if c.isupper():
+      raise ValueError(
+          'Fail to print FieldMask to Json string: Path name '
+          '{0} must not contain uppercase letters.'.format(path_name))
+    if after_underscore:
+      if c.islower():
+        result.append(c.upper())
+        after_underscore = False
+      else:
+        raise ValueError(
+            'Fail to print FieldMask to Json string: The '
+            'character after a "_" must be a lowercase letter '
+            'in path name {0}.'.format(path_name))
+    elif c == '_':
+      after_underscore = True
+    else:
+      result += c
+
+  if after_underscore:
+    raise ValueError('Fail to print FieldMask to Json string: Trailing "_" '
+                     'in path name {0}.'.format(path_name))
+  return ''.join(result)
+
+
+def _CamelCaseToSnakeCase(path_name):
+  """Converts a field name from camelCase to snake_case."""
+  result = []
+  for c in path_name:
+    if c == '_':
+      raise ValueError('Fail to parse FieldMask: Path name '
+                       '{0} must not contain "_"s.'.format(path_name))
+    if c.isupper():
+      result += '_'
+      result += c.lower()
+    else:
+      result += c
+  return ''.join(result)
+
+
+class _FieldMaskTree(object):
+  """Represents a FieldMask in a tree structure.
+
+  For example, given a FieldMask "foo.bar,foo.baz,bar.baz",
+  the FieldMaskTree will be:
+      [_root] -+- foo -+- bar
+            |       |
+            |       +- baz
+            |
+            +- bar --- baz
+  In the tree, each leaf node represents a field path.
+  """
+
+  __slots__ = ('_root',)
+
+  def __init__(self, field_mask=None):
+    """Initializes the tree by FieldMask."""
+    self._root = {}
+    if field_mask:
+      self.MergeFromFieldMask(field_mask)
+
+  def MergeFromFieldMask(self, field_mask):
+    """Merges a FieldMask to the tree."""
+    for path in field_mask.paths:
+      self.AddPath(path)
+
+  def AddPath(self, path):
+    """Adds a field path into the tree.
+
+    If the field path to add is a sub-path of an existing field path
+    in the tree (i.e., a leaf node), it means the tree already matches
+    the given path so nothing will be added to the tree. If the path
+    matches an existing non-leaf node in the tree, that non-leaf node
+    will be turned into a leaf node with all its children removed because
+    the path matches all the node's children. Otherwise, a new path will
+    be added.
+
+    Args:
+      path: The field path to add.
+    """
+    node = self._root
+    for name in path.split('.'):
+      if name not in node:
+        node[name] = {}
+      elif not node[name]:
+        # Pre-existing empty node implies we already have this entire tree.
+        return
+      node = node[name]
+    # Remove any sub-trees we might have had.
+    node.clear()
+
+  def ToFieldMask(self, field_mask):
+    """Converts the tree to a FieldMask."""
+    field_mask.Clear()
+    _AddFieldPaths(self._root, '', field_mask)
+
+  def IntersectPath(self, path, intersection):
+    """Calculates the intersection part of a field path with this tree.
+
+    Args:
+      path: The field path to calculates.
+      intersection: The out tree to record the intersection part.
+    """
+    node = self._root
+    for name in path.split('.'):
+      if name not in node:
+        return
+      elif not node[name]:
+        intersection.AddPath(path)
+        return
+      node = node[name]
+    intersection.AddLeafNodes(path, node)
+
+  def AddLeafNodes(self, prefix, node):
+    """Adds leaf nodes begin with prefix to this tree."""
+    if not node:
+      self.AddPath(prefix)
+    for name in node:
+      child_path = prefix + '.' + name
+      self.AddLeafNodes(child_path, node[name])
+
+  def MergeMessage(
+      self, source, destination,
+      replace_message, replace_repeated):
+    """Merge all fields specified by this tree from source to destination."""
+    _MergeMessage(
+        self._root, source, destination, replace_message, replace_repeated)
+
+
+def _StrConvert(value):
+  """Converts value to str if it is not."""
+  # This file is imported by c extension and some methods like ClearField
+  # requires string for the field name. py2/py3 has different text
+  # type and may use unicode.
+  if not isinstance(value, str):
+    return value.encode('utf-8')
+  return value
+
+
+def _MergeMessage(
+    node, source, destination, replace_message, replace_repeated):
+  """Merge all fields specified by a sub-tree from source to destination."""
+  source_descriptor = source.DESCRIPTOR
+  for name in node:
+    child = node[name]
+    field = source_descriptor.fields_by_name[name]
+    if field is None:
+      raise ValueError('Error: Can\'t find field {0} in message {1}.'.format(
+          name, source_descriptor.full_name))
+    if child:
+      # Sub-paths are only allowed for singular message fields.
+      if (field.label == FieldDescriptor.LABEL_REPEATED or
+          field.cpp_type != FieldDescriptor.CPPTYPE_MESSAGE):
+        raise ValueError('Error: Field {0} in message {1} is not a singular '
+                         'message field and cannot have sub-fields.'.format(
+                             name, source_descriptor.full_name))
+      if source.HasField(name):
+        _MergeMessage(
+            child, getattr(source, name), getattr(destination, name),
+            replace_message, replace_repeated)
+      continue
+    if field.label == FieldDescriptor.LABEL_REPEATED:
+      if replace_repeated:
+        destination.ClearField(_StrConvert(name))
+      repeated_source = getattr(source, name)
+      repeated_destination = getattr(destination, name)
+      repeated_destination.MergeFrom(repeated_source)
+    else:
+      if field.cpp_type == FieldDescriptor.CPPTYPE_MESSAGE:
+        if replace_message:
+          destination.ClearField(_StrConvert(name))
+        if source.HasField(name):
+          getattr(destination, name).MergeFrom(getattr(source, name))
+      else:
+        setattr(destination, name, getattr(source, name))
+
+
+def _AddFieldPaths(node, prefix, field_mask):
+  """Adds the field paths descended from node to field_mask."""
+  if not node and prefix:
+    field_mask.paths.append(prefix)
+    return
+  for name in sorted(node):
+    if prefix:
+      child_path = prefix + '.' + name
+    else:
+      child_path = name
+    _AddFieldPaths(node[name], child_path, field_mask)
+
+
+def _SetStructValue(struct_value, value):
+  if value is None:
+    struct_value.null_value = 0
+  elif isinstance(value, bool):
+    # Note: this check must come before the number check because in Python
+    # True and False are also considered numbers.
+    struct_value.bool_value = value
+  elif isinstance(value, str):
+    struct_value.string_value = value
+  elif isinstance(value, (int, float)):
+    struct_value.number_value = value
+  elif isinstance(value, (dict, Struct)):
+    struct_value.struct_value.Clear()
+    struct_value.struct_value.update(value)
+  elif isinstance(value, (list, ListValue)):
+    struct_value.list_value.Clear()
+    struct_value.list_value.extend(value)
+  else:
+    raise ValueError('Unexpected type')
+
+
+def _GetStructValue(struct_value):
+  which = struct_value.WhichOneof('kind')
+  if which == 'struct_value':
+    return struct_value.struct_value
+  elif which == 'null_value':
+    return None
+  elif which == 'number_value':
+    return struct_value.number_value
+  elif which == 'string_value':
+    return struct_value.string_value
+  elif which == 'bool_value':
+    return struct_value.bool_value
+  elif which == 'list_value':
+    return struct_value.list_value
+  elif which is None:
+    raise ValueError('Value not set')
+
+
+class Struct(object):
+  """Class for Struct message type."""
+
+  __slots__ = ()
+
+  def __getitem__(self, key):
+    return _GetStructValue(self.fields[key])
+
+  def __contains__(self, item):
+    return item in self.fields
+
+  def __setitem__(self, key, value):
+    _SetStructValue(self.fields[key], value)
+
+  def __delitem__(self, key):
+    del self.fields[key]
+
+  def __len__(self):
+    return len(self.fields)
+
+  def __iter__(self):
+    return iter(self.fields)
+
+  def keys(self):  # pylint: disable=invalid-name
+    return self.fields.keys()
+
+  def values(self):  # pylint: disable=invalid-name
+    return [self[key] for key in self]
+
+  def items(self):  # pylint: disable=invalid-name
+    return [(key, self[key]) for key in self]
+
+  def get_or_create_list(self, key):
+    """Returns a list for this key, creating if it didn't exist already."""
+    if not self.fields[key].HasField('list_value'):
+      # Clear will mark list_value modified which will indeed create a list.
+      self.fields[key].list_value.Clear()
+    return self.fields[key].list_value
+
+  def get_or_create_struct(self, key):
+    """Returns a struct for this key, creating if it didn't exist already."""
+    if not self.fields[key].HasField('struct_value'):
+      # Clear will mark struct_value modified which will indeed create a struct.
+      self.fields[key].struct_value.Clear()
+    return self.fields[key].struct_value
+
+  def update(self, dictionary):  # pylint: disable=invalid-name
+    for key, value in dictionary.items():
+      _SetStructValue(self.fields[key], value)
+
+collections.abc.MutableMapping.register(Struct)
+
+
+class ListValue(object):
+  """Class for ListValue message type."""
+
+  __slots__ = ()
+
+  def __len__(self):
+    return len(self.values)
+
+  def append(self, value):
+    _SetStructValue(self.values.add(), value)
+
+  def extend(self, elem_seq):
+    for value in elem_seq:
+      self.append(value)
+
+  def __getitem__(self, index):
+    """Retrieves item by the specified index."""
+    return _GetStructValue(self.values.__getitem__(index))
+
+  def __setitem__(self, index, value):
+    _SetStructValue(self.values.__getitem__(index), value)
+
+  def __delitem__(self, key):
+    del self.values[key]
+
+  def items(self):
+    for i in range(len(self)):
+      yield self[i]
+
+  def add_struct(self):
+    """Appends and returns a struct value as the next value in the list."""
+    struct_value = self.values.add().struct_value
+    # Clear will mark struct_value modified which will indeed create a struct.
+    struct_value.Clear()
+    return struct_value
+
+  def add_list(self):
+    """Appends and returns a list value as the next value in the list."""
+    list_value = self.values.add().list_value
+    # Clear will mark list_value modified which will indeed create a list.
+    list_value.Clear()
+    return list_value
+
+collections.abc.MutableSequence.register(ListValue)
+
+
+WKTBASES = {
+    'google.protobuf.Any': Any,
+    'google.protobuf.Duration': Duration,
+    'google.protobuf.FieldMask': FieldMask,
+    'google.protobuf.ListValue': ListValue,
+    'google.protobuf.Struct': Struct,
+    'google.protobuf.Timestamp': Timestamp,
+}