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+ +![FlagData](flagdata_logo.png) +[![Pypi Package](https://img.shields.io/pypi/v/flagdata?label=pypi%20package)](https://pypi.org/project/flagdata/) +[![Python Application](https://github.com/FlagOpen/FlagData/actions/workflows/python-app.yml/badge.svg)](https://github.com/FlagOpen/FlagData/actions/workflows/python-app.yml) +[![License](https://img.shields.io/github/license/FlagOpen/FlagData.svg?color=blue)](https://github.com/FlagOpen/FlagData/blob/main/LICENSE) +![GitHub release (release name instead of tag name)](https://img.shields.io/github/v/release/FlagOpen/FlagData?include_prereleases&style=social) + + | [English](README.md) | [中文](README_zh.md) | + +
+ +----------------------------------------------------------------------- +Data is one of the essential elements in the development of artificial intelligence. With the continuous breakthrough of large-scale pre-training models and related technologies, using efficient data processing tools to improve data quality in the corresponding research becomes increasingly important. Therefore, we present **FlagData**, a data processing toolkit that is easy to use and expand. FlagData integrates the tools and algorithms of multi-step data processing, including cleaning, condensation, annotation and analysis, providing powerful data processing support for model training and deployment in multiple fields, including natural language processing and computer vision. + +FlagData supports the following features: + +* Able to be used with simple configuration after installation. Realize customization functions with a few lines of code. + +* Provide methods that condense training data based on the distillation algorithm, achieving competitive performance with full-data training. + +* Help obtain high-quality structured data from raw html/text quickly. Sensitive information can be filtered out to avoid the risk of privacy disclosure. + +* Support the data annotation of multiple tasks in natural language processing and computer vision. The annotation results are convenient to be read and use. + +## News +- [3rd Jan 2023] FlagData v1.0.0 is released! + +-------------------------------------------------------------------------------- + +- [Prerequisites and installation](#prerequisites-and-installation) +- [Quick Start](#quick-start) + - [Data Cleaning](#data-cleaning) + - [Data Analysis](#data-analysis) + - [Data Condensation](#data-condensation) + - [Data Annotation](#data-annotation) +- [Configuration](#configuration) +- [Tutorials](#tutorials) +- [Contact us](#contact-us) +- [Reference](#reference) +- [License](#license) + +## Prerequisites and Installation +- Python version >= 3.9 +- Pytorch version >= 1.11 if you want to use condensation module. Please refer to the [official website](https://pytorch.org/get-started/locally/) and install the appropriate PyTorch version based on your environment. +- Optional: [NGINX](https://www.nginx.com/resources/wiki/start/topics/tutorials/install/) is required if you want to use the annotation module. Follow the [Quick Start](#quick-start) to setup once nginx is installed. +Install FlagData with all modules via pip. By doing this, the dependencies for all modules will be installed: +```bash +pip install flagdata[all] +``` +Install preferred Flagdata modules via pip (`module` need to be replaced by module's name, such as `cleaner`, `condensation`, `analysis`, etc. ). By doing this, only the specified module's dependencies will be installed. This is for users who only want to use a specific module and do not want to install the other dependencies: +```bash +pip install flagdata[module] +``` + +**Install the latest main-branch version** + +If you want to install the up-to-date version from main branch, +use the following method: +``` +pip install .[all] +``` + +**Develop FlagData locally** +```bash +git clone https://github.com/cofe-ai/FlagData.git +pip install -r requirements.txt +``` + +## Quick Start + +### Data Cleaning +There are basically 2 steps in order to use our FlagData Cleaner tool: + +1. Modify the YAML config file according to your data format. We have written detailed comments in the configuration file to explain the meaning of each parameter. You can also refer to [Configuration](#configuration). + +2. Specify the path to the configuration file and run! + ```python + from flagdata.cleaner.text_cleaner import DataCleaner + # use safe importing of main module in multi-processing + if __name__ == "__main__": + # you need to specify your own configuration file path + cleaner = DataCleaner("config.yaml") + cleaner.clean() + ``` + +The cleaned data will be saved to the corresponding path in `jsonl` format according to the `output` parameter in the configuration file. + +### Data Analysis +The quickest way to use our analyzer is to use our client to call the official demo server and specify the language. + +```python +from flagdata.analysis.text_analyzer import CoreNLPAnalyzer +# call the official demo server, or you can setup you own server +analyzer = CoreNLPAnalyzer(url="https://corenlp.run", lang="en") +data = "FlagData is a fast and extensible toolkit for data processing provided by BAAI. Enjoy yourself! " +tokenized_text = analyzer.tokenize(data) +print(tokenized_text) +# [['FlagData', 'is', 'a', 'fast', 'and', 'extensible', 'toolkit', 'for', 'data', 'processing', 'provided', 'by', 'BAAI', '.'], ['Enjoy', 'yourself', '!']] +pos_tags = analyzer.pos_tag(data) +print(pos_tags) +# [['NNP', 'VBZ', 'DT', 'JJ', 'CC', 'JJ', 'NN', 'IN', 'NN', 'NN', 'VBN', 'IN', 'NN', '.'], ['VB', 'PRP', '.']] +ners = analyzer.ner(data) +print(ners) +# [[{('BAAI', (74, 78)): 'ORGANIZATION'}], []] +analyzer.close() +``` + +### Data Condensation + +There are basically 2 steps in order to use our FlagData Condensation tool: + +1. Modify the YAML configuration file. We have written detailed comments in the configuration file to explain the meaning of each parameter. You can also refer to [Configuration](#configuration). + +2. Specify the path to the config file and run! + + ```python + from flagdata.condensation.data_distillation import DataDistillationTrainer + # you need to specify your own configuration file path here + trainer = DataDistillationTrainer("flagdata/config/distillation_config.yaml") + # data should be in jsonl format with keys: "text", "label" + trainer.load_data() + # fit() will run data condensation training and save the distilled data in binary format which can be read by torch.load() + # you can specify the save path by setting "distilled_save_path" in config file + trainer.fit() + ``` + +### Data Annotation + +1. Put the `flagdata/annotation/dist` folder under the default `html` of nginx. + +2. Modify `nginx.confg` to add location. + + ``` + location / { + root /{your html path}/dist; # change + index index.html index.htm; + try_files $uri $uri/ /index.html; + } + ``` + +3. Restart nginx. + +4. Access the IP address configured by nginx. + +## Configuration +For the `Cleaner` and `Condensation` modules, we provide the following configuration templates: [cleaner_config.yaml](https://dorc.baai.ac.cn/resources/projects/FlagData/cleaner_config.yaml), [distillation_config.yaml](https://dorc.baai.ac.cn/resources/projects/FlagData/distillation_config.yaml). The config files are in human-readable [YAML](https://yaml.org) format with detailed comments. Make sure you've modified related parameters before using. + +You may need to pay attention to the following parameters: +### Cleaner +```yaml + # path of the raw data to be cleaned. + input: ./demo/demo_input.jsonl + # cleaned data file save path + output: ./demo/output.jsonl +``` +### Condensation +```yaml + train_data_path: + test_data_path: + # pretrained models from huggingface + model_name: "/data/scripts/pretrained_models/distilbert-base-uncased" + # model.fit() will run data condensaton algorithm and save distilled data here with binary format which can be read by torch.load() + distilled_save_path: + # optional: load distilled data before training for initialization or to resume training + distilled_load_path: null +``` + +## Tutorials + +We provide a series of tutorials to help you quickly get started using FlagData's features. +* [Tutorial 1: Clean raw text data crawled from the Internet](/docs/tutorial_01_cleaner.md) +* [Tutorial 2: Analyze and process text data](/docs/tutorial_02_analysis.md) +* [Tutorial 3: Using data distillation to reduce data usage](/docs/tutorial_03_condensation.md) +* [Tutorial 4: Annotation for NLP tasks](/docs/tutorial_04_text_annotation.md) +* [Tutorial 5: Annotation for CV tasks](/docs/tutorial_05_image_annotation.md) + +## Contact Us +If you have any questions about FlagData's usage and code, you can raise your issues. +You can also contact us through email at data@baai.ac.cn. + +## Reference +The project are partially based on +[GeneralNewsExtractor](https://github.com/GeneralNewsExtractor/GeneralNewsExtractor), +[emoji](https://github.com/carpedm20/emoji), +[text-data-distillation](https://github.com/arumaekawa/text-dataset-distillation), +[transformers](https://github.com/huggingface/transformers). + +## License +The majority of FlagData is licensed under the [Apache 2.0 license](LICENSE), however portions of the project are available under separate license terms: +- GeneralNewsExtractor is licensed under the [GPL v3.0 license](https://github.com/GeneralNewsExtractor/GeneralNewsExtractor/blob/master/LICENSE) +- emoji is licensed under the [BSD license](https://github.com/carpedm20/emoji/blob/master/LICENSE.txt) +- transformers is licensed under the [Apache 2.0 license](https://github.com/huggingface/transformers/blob/main/LICENSE) diff --git a/README_zh.md b/README_zh.md new file mode 100644 index 0000000..50369d4 --- /dev/null +++ b/README_zh.md @@ -0,0 +1,194 @@ +
+ +![FlagData](flagdata_logo.png) +[![Pypi Package](https://img.shields.io/pypi/v/flagdata?label=pypi%20package)](https://pypi.org/project/flagdata/) +[![Python Application](https://github.com/FlagOpen/FlagData/actions/workflows/python-app.yml/badge.svg)](https://github.com/FlagOpen/FlagData/actions/workflows/python-app.yml) +[![License](https://img.shields.io/github/license/FlagOpen/FlagData.svg?color=blue)](https://github.com/FlagOpen/FlagData/blob/main/LICENSE) +![GitHub release (release name instead of tag name)](https://img.shields.io/github/v/release/FlagOpen/FlagData?include_prereleases&style=social) + + | [English](README.md) | [中文](README_zh.md) | + +
+ +----------------------------------------------------------------------- +数据是人工智能领域发展的基础要素之一。随着大规模预训练模型及相关技术不断取得突破，在相应研究中使用高效数据处理工具提升数据质量变得越来越重要。因此我们推出了FlagData，一个便于使用且易于扩展的数据处理工具包。FlagData集成了包含清洗、标注、压缩、统计分析等功能在内的多个数据处理工具与算法，为自然语言处理、计算机视觉等领域的模型训练与部署提供了数据层面的有力支撑。 + +FlagData支持以下特性： + +* 安装后简单配置即可上手使用，低代码量实现自定义功能。 + +* 基于数据蒸馏算法压缩模型训练数据，达到与全量数据训练可比的效果。 + +* 可从原始html/text快速清洗得到高质量结构化数据，注重敏感信息滤除，避免隐私泄露风险。 + +* 支持自然语言处理和计算机视觉领域多项任务的数据标注，标注结果集方便读取。 + + +## 动态 +- [3rd Jan 2023] FlagData v1.0.0 上线了! + +-------------------------------------------------------------------------------- + +- [安装](#安装) +- [快速上手](#快速上手) + - [数据清洗](#数据清洗) + - [数据分析](#数据分析) + - [数据蒸馏](#数据压缩) + - [数据标注](#数据标注) +- [配置](#配置) +- [使用指南](#使用指南) +- [联系我们](#联系我们) +- [参考项目](#参考项目) +- [许可证](#许可证) + +## 安装 +- Python 版本 >= 3.9 +- Pytorch 版本 >= 1.11 如果你需要使用数据压缩模块，请参考[Pytorch官方网站](https://pytorch.org/get-started/locally/)安装与你的运行环境适配的Pytorch版本。 +- 可选: 如需使用数据标注工具，请先安装[NGINX](https://www.nginx.com/resources/wiki/start/topics/tutorials/install/)，然后根据[快速上手](#快速上手)中的步骤配置应用。 +通过pip安装FlagData所有模块。通过下面的命令，你将安装所有模块的依赖包。 +```bash +pip install flagdata[all] +``` + +选择性安装FlagData中所需的模块 (`module` 需要替换成模块名，如 `cleaner`、`condensation`、`analysis`等)。你将只会安装对应模块的依赖包，这适合那些只想使用某个特定模块且不想安装其他模块依赖包的使用者。 +```bash +pip install flagdata[module] +``` + +**安装main分支的最新版本** + +如果你想安装/更新到main分支的最新版本，请使用以下命令： +``` +git clone https://github.com/cofe-ai/FlagData.git +pip install .[all] +``` + +**基于源码二次开发** +```bash +git clone https://github.com/cofe-ai/FlagData.git +pip install -r requirements.txt +``` + +## 快速上手 + +### 数据清洗 +使用FlagData的数据清洗功能仅需两步： + +1. 修改YAML配置文件中的数据路径与格式。我们在配置文件模板中为每个参数给出了详细的注释来解释其含义。同时你也可以参考[配置](#配置)章节。 + +2. 在以下代码中指定配置文件路径，运行即可 + ```python + from flagdata.cleaner.text_cleaner import DataCleaner + if __name__ == "__main__": # 多进程中主模块安全导入 + cleaner = DataCleaner("config.yaml") + cleaner.clean() + ``` + +清洗后的文件会以`jsonl`的格式保存到配置文件中指定的`output`参数对应的路径。 + +### 数据分析 +使用FlagData的数据分析功能最便捷的方式是利用我们提供的客户端请求CoreNLP官方的服务，示例代码如下： + +```python +from flagdata.analysis.text_analyzer import CoreNLPAnalyzer +# 创建客户端以调用官方的demo服务 +analyzer = CoreNLPAnalyzer(url="https://corenlp.run", lang="en") +data = "FlagData is a fast and extensible toolkit for data processing provided by BAAI. Enjoy yourself! " +tokenized_text = analyzer.tokenize(data) +print(tokenized_text) +# [['FlagData', 'is', 'a', 'fast', 'and', 'extensible', 'toolkit', 'for', 'data', 'processing', 'provided', 'by', 'BAAI', '.'], ['Enjoy', 'yourself', '!']] +pos_tags = analyzer.pos_tag(data) +print(pos_tags) +# [['NNP', 'VBZ', 'DT', 'JJ', 'CC', 'JJ', 'NN', 'IN', 'NN', 'NN', 'VBN', 'IN', 'NN', '.'], ['VB', 'PRP', '.']] +ners = analyzer.ner(data) +print(ners) +# [[{('BAAI', (74, 78)): 'ORGANIZATION'}], []] +analyzer.close() +``` + +### 数据压缩 +使用FlagData的数据压缩功能仅需两步： + +1. 修改YAML配置文件的路径等参数。我们在配置文件模板中为每个参数给出了详细的注释来解释其含义。同时你也可以参考[Configuration](#configuration)章节。 + +2. 在以下代码中指定配置文件路径，运行即可 + + ```python + from flagdata.condensation.data_distillation import DataDistillationTrainer + # 需要在此处指定修改后的配置文件路径 + trainer = DataDistillationTrainer("config/distillation_config.yaml") + # 默认数据格式为jsonl，包含"text"和"label"两个键值对 + trainer.load_data() + # fit() 方法将会运行数据压缩算法并以二进制的格式保存压缩后的数据，可以使用torch.load()读取 + # 可以通过设置配置文件中的"distilled_save_path"自定义保存路径 + trainer.fit() + ``` + +### 数据标注 + +1. 将`flagdata/annotation/dist`放到nginx默认的`html`下 + +2. 修改`nginx.confg`以添加`location` + ``` + location / { + root /{your html path}/dist; # change + index index.html index.htm; + try_files $uri $uri/ /index.html; + } + ``` + +3. 重新启动nginx + +4. 根据nginx配置的ip地址访问标注系统 + +## 配置 +针对`数据清洗`、`数据压缩`模块， 我们提供了配置文件模板：[cleaner_config.yaml](https://dorc.baai.ac.cn/resources/projects/FlagData/cleaner_config.yaml)， [distillation_config.yaml](https://dorc.baai.ac.cn/resources/projects/FlagData/distillation_config.yaml)。 配置文件为易读的 [YAML](https://yaml.org) 格式，并提供了详尽的注释。使用这些模块前请确认已经在配置文件中修改好相应参数。 + +以下是一些你需要注意的重要参数： + +### 数据清洗 + + ```yaml + # 待清洗的原始数据 + input: ./demo/demo_input.jsonl + # 清洗后数据的保存路径 + output: ./demo/output.jsonl + ``` + +### 数据压缩 + + ```yaml + train_data_path: <训练数据路径> + test_data_path: <测试数据路径> + # huggingface上的预训练模型，目录下需要包含pytorch_model.pt, vocab.txt等 + model_name: "/data/scripts/pretrained_models/distilbert-base-uncased" + # model.fit()方法将会运行数据压缩算法并以二进制的格式保存压缩后的数据，可以使用torch.load()读取 + distilled_save_path: + # 可选: 加载压缩后的数据，用于初始化或继续训练 + distilled_load_path: null + ``` + +## 使用指南 + +我们提供了一系列使用指南，帮助用户快速体验FlagData的特性。 +* [Tutorial 1: 清洗从互联网上获取到的原始文本](/docs/tutorial_01_cleaner.md) +* [Tutorial 2: 分析、处理文本数据](/docs/tutorial_02_analysis.md) +* [Tutorial 3: 使用数据压缩算法减少数据使用量](/docs/tutorial_03_condensation.md) +* [Tutorial 4: NLP任务标注](/docs/tutorial_04_text_annotation.md) +* [Tutorial 5: CV任务标注](/docs/tutorial_05_image_annotation.md) + +## 联系我们 +如果你对本项目的使用和代码有任何问题，可以提交issue。同时你也可以通过邮箱 data@baai.ac.cn 直接联系我们 + +## 参考项目 +本项目部分参考自以下代码： +[GeneralNewsExtractor](https://github.com/GeneralNewsExtractor/GeneralNewsExtractor), +[text-data-distillation](https://github.com/arumaekawa/text-dataset-distillation), +[emoji](https://github.com/carpedm20/emoji), +[transformers](https://github.com/huggingface/transformers)。 + +## 许可证 +FlagData项目整体基于 [Apache 2.0 协议](LICENSE)。此外，部分代码需要遵循下面的协议： +- GeneralNewsExtractor 基于[GPL v3.0 license](https://github.com/GeneralNewsExtractor/GeneralNewsExtractor/blob/master/LICENSE) +- emoji 基于[BSD license](https://github.com/carpedm20/emoji/blob/master/LICENSE.txt) +- transformers 基于[Apache 2.0 license](https://github.com/huggingface/transformers/blob/main/LICENSE) diff --git a/config/cleaner_config.yaml b/config/cleaner_config.yaml new file mode 100644 index 0000000..b1491e0 --- /dev/null +++ b/config/cleaner_config.yaml @@ -0,0 +1,62 @@ +basic: + # input file path + input: demo_input.jsonl + # save file path + output: demo_output.jsonl + # we support input of jsonl/plain text, if it's text lines, set it to false + is_jsonl: true + # key in the input file corresponding to the value to extract/clean + source_key: rawContent + # key in the output file for saving + result_key: cleanedContent + # num process to use + num_workers: 16 + # we'll split the whole file into several batches for faster processing, + # which is a balance of process creation + batch_size: 3000 + +extractors: + # save key refers to the json's key corresponding to the extracted value + # extract page title from given html content + TitleExtractor: + save_key: "pageTitle" + # extract publish time from given html content + TimeExtractor: + save_key: "pagePublishTime" + # extract page content from given html content, which will be cleaned by filters later. + # we use a text sparsity based algorithm to extract useful content + # which is more suitable for informative websites such as news, reviews, articles and so on. + ContentExtractor: + save_key: "pageContent" + +filters: + # convert traditional Chinese to simplified Chinese + SimplifiedFilter: + config_file: t2s.json + + SymbolFilter: + # clean emojis + filter_emoji: true + # clean control chars while keeping \t and \n + filter_control: true + + TextCleaner: + # clean private info such as social media account, ID card, phone number ... + filter_personal: true + # clean urls + filter_url: true + # normalize \u3000 and other spaces to " " and deduplicate + filter_extraspace: true + + + TextIntegrityChecker: + # min length of non-space chars + min_length: 16 + # if the length of content < min length: return "" + length_check: true + # truncate the sentence by punctuations indicating sentence end + do_end_clip: true + # check whether sentence end mark exists in the article + end_mark_check: true + # check sentence end mark in a more strict way + double_mark_check: true diff --git a/config/distillation_config.yaml b/config/distillation_config.yaml new file mode 100644 index 0000000..e76fd3f --- /dev/null +++ b/config/distillation_config.yaml @@ -0,0 +1,52 @@ +basic: + # set random seed + seed: 42 + # set mixed precision + use_amp: true + # enable/disable fp16 + fp16: false + # set gpu + cuda_device_id: 0 + # set the number of training steps to print the logger + logging_steps: 100 + # set dropout layer value + drop_p: !!float "0.1" + +data: + # set data set path including training set and test set + train_data_path: train.jsonl + test_data_path: test.jsonl + # set the batch size of train dataset and test dataset + train_batch_size: 128 + test_batch_size: 128 + # set the maximum length of each data + max_seq_len: 64 + # number of labels + num_classes: 4 + +model: + # model name or absolute path + model_name: "distilbert-base-uncased" + initial_model_path: null + +distill: + # load distilled data + distilled_load_path: null + # save distilled data + distilled_save_path: distilled_data.pt + # number of distillations each class + data_size: 2 + accum_loss: false + # random init model parameters + random_init: false + # set epoch + n_distill_epochs: 10 + # optimizer parameter + optimize_lr: false + distill_lr: !!float "2e-3" + distill_warmup_ratio: !!float "0.1" + distill_model_lr: !!float "0.5" + distill_step_lr_gamma: !!float "0.2" + distill_max_grad_norm: !!float "1.0" + # steps to update model parameters + n_inner_steps: 3 \ No newline at end of file diff --git a/dist/flagdata-1.0.0-py3-none-any.whl b/dist/flagdata-1.0.0-py3-none-any.whl new file mode 100644 index 0000000000000000000000000000000000000000..bfd0e2cd6301c0a9d95ed560298b8f7da0b702bc GIT binary patch literal 960561 zcmafaQ;;Yyv*y^gZQHhO+qR7}wmoykwr$(CZST3e54-=?*4?Tk6?FO~U;0aT5(Q~s z5EK9a0EmBCNTGD$UL50J4eek4uU<17Lvs^D7ejh|eM>t_7kzy?2hXTDdTCm!nW@>R zIQ2SJ1*RqDIc9|eAOMB`&;)YwXQ~Js06-ZF0D$QK)MRL9XyfT@=}hlp>fxgQKU-d= zPXF{SV{XQ7wLJUw1eG9Gl`LDC=b(v#E6m4a0Z~Si{0V+B>_%u?$iVa>l_I3{9tr-= z{}Jo03ja&DWP1Q&8#obAjyTK7^9ub+>Zz+nKK=?W`|~XSVD)$*{jj{f&5qbU>1@plbI9$h5PrQn4q>077_-)w&l!gII1EU z%koDhc%kB3w_;f?6%?`Ek7&9TpETgJ;$l=Pm6Brl##djBK+9wr+G2N^Fx>dFsLXj9 zTZZl>R)h92o4+N5icHm6O2s<2@(*Nc{@9<5fi5~ypU;y|?tZ_zUG0b1g|teu7^a#v zW4Li~GEltIAUEJxN);^C!a{omSWDV{@X`Q(j=5*6W+~^ehiCKSQh9<_>LB>yr5g93 zIXIX-Q930w^3fXy{B~?v z2=5$ZpeXmZW^>Q|4y6YP--S&TNljIua4QAPUYeJ0FRv2zjXQ28Z!-+txbdtFB5x@} zX7q_t(t4mzV7yKM3(%=YI+h^*?D@j3?;t_`K?>zmr(9K1s3!_2G$;hZm$HUnDc+27 z6MubJ%n;N28&nVcaYhb+EQJd`<`Am3@v z(FZ(Aj=~Z`l&@1314SoE=Vbyld#4tKR)w#m=>6GuP7N5A+fGtNnLY`uzpH_D| zj$@!Vgm7lLWkw$XjFIByeZcsZ13Zb2phump`qG*c0cxBKU$!Y5ct<=r7?~l|kE%iy z`UtZx)8}#toRy+p5;{I@WzQLR#HG-gbusanXuR^f^T8|2FDEB2%lL(`Kb_mT-d3|N zcaN^8tubK>;tXUd`N2f&loI!z{& z9v~YernxAr^cNM%UTHU(4jH0Wu6!{yn7`RTqVhbm!O!M_ekK@qz||)4@~#j5vNU3POI7@(?eJHOgI_(6)7%o$^6Ooy>B6dHzmn9Vt~l5*r0+Lc zdgk$Ts?u#@B;iSRbBr#tFUN9XC^>*1h(<)H&A&!HAX1_z;BsjMYI z&f=nKXbH z1Fzh^Fw$R1NmGI37h8F*TwNi$#EP<>h0vM8Jr5D=&(^eQ zoV$ITMK?*q1Ck)fM>;k;GMa9Ox~9nK0#h3{Pr zf-}s<2co?YKqzzLMdsokEG8F0RC1ETi1KgO!NqF$+xq7x9qgPkAHTUnKhAaYex?=n zCc@Cu&KlG0uv6erxh#ekh?rv*Qn-KV%_2N732)6@IN6zak}eNC?5^Ir$koqC2HOqX zU31hza(S!ye#4N)tdJ*wipZnxyjAX@oahL=HhpYQnp1_<$nq#+TQzvG3Twh2~GGABJ5%p4uQ7gW1r$ zgN3!GUjoXuuU@VqtYWW}xaC4OWPTmDaB{R7}XOSq1QlZH#@)>c}&s@N~3LqcChtEY2V>e;+QC6au zdVC-q%*CkK5-M_*z~N3xUe?-4pu5n+4 zdQCes=3@qm6ItUVPJQ0AC>w&w7z$D;lHu}lj40%M?v=h0RX_k002n; zpA_%vVrk<{|BvJKolKowZCw7be6fnGH8vwc_oX__gK1hiXgwEjSVu8%#5=C9)1X_c=x{=l0rWQT zk-v$#^;3r3`atTDu2Xv4H4v!gAa-I+l;fAX1s?)yHl+dkD};||jDR;Jozc$Z)MRrc z3@YF?R4DfSBV7}B3(_*E)v#0IK3Bxvi8Ep!0KVIXU^H= z!*ldqAbk6yCXMzpb^D`G>X)N0GCVy|juhHgaZMAy!~Z8lB7Hx-@__&V_=EreNd6Nd zcJ?lYE|&Io^d^?hF7#%GZkEROc69%W>ok4~6hV{`a({d|p{hJp zG$KKNOgTiVNKG>-qI41_gsNz0M23V!NJJqpl%?vLkk~Xp5cfrfpy#9QXJ}Jfcdur~ zK^c8|?~X$=*zHefJ9q7(F%$F57RPQSnSJ}yiAT~c6JRnnPi8&hN(e&`gdqNR!Fe}y zNZzAnq1{C3MP?Nd#_Osk!d8kqpHA+sdd!uh!dcp{nacZIB5>mz{|a%nS*te38eh*D z?~QyE6XjRl#VW6#MRl8Ge#>oeTlu-vTU$GSr8jYgYqnC9C?x547h3*j;mF{5#2bhuRGO(C=NSsQ~|h zSLUf(?R*RWisxA|QgEyK^jj!$qqj4C+|hdqG*ijDm~&Zx_4rRL+-J`78lDx*x3=mx zp!>Fh6(4v-W@y;mN52Q$$_jrAl(pbC<(VFfdR|25iMdp(&r@IRN&mt-AMc@`V7KzD zSKk&q7u{3&e~H69bOXNf<9n0}DEy+Xw=$&vaVY8<9wfYSgx%;08 zpWhUyzXt&T7=#4?ApY+VZfR#?>Op7WVrw(3CTYJZhSGDYE~875n&lueo=7`cIM)X` zhYFinGm7|55zCrwXdafBGIC0n_B1DL&xzWNVv!(yNpzN1p7RyWM^{K9trkrr0Q%>s z%X9LzC1ch5a7SD`&*y!QFT#fAqx(t{BuV&I@#wAIWyf%V08?Y`cGv*(p11^7gTA?7 zkvgZQExz&NS$R`2#_3{^ns%l4ScEGxq8~$8wl^F**_0xkapt)Y z%@{XaYE-w-`9`Y}x6i@6C68hd+E;_U%oB#X#v!BJ1x)C@XmAU@I;Jao7A3- z3)~K4Ch%mB#f+a-G@%;OW+$GtV|Pb$-6i=%I5uG8X8MZXSOM~}U6jY=)xp*ZpG?QE zY$SavWyz@DAVOm5*lMU_;ou(C5pfBNTlK9yCXBydC(_-Ch($uhW{-KuK4|a-E0U5ALswQTh$iExo4U8)N#an3_0HZPm z=Y>Dq7IuiDy3{0Ii%Aafa|cYW5ET*yquq8~jgE2Sb*FH+NsHd%jd2v?j&VOQoDOZb$6&;x z(s*v*1ZkZ_CiSWMif5?TxK7of<|t#BTJKo~PQR>KAtxMJl}1)beMZ1qe4zU0{Z(F{ z&;Mr@zgJ00dOK=%;FO018=5MZU3$M^taw1zpbCAQJ}vNJ5kpZi`{kwx^b?T%4B%{o z4UZ}?bL^U%M8=e_dBvcVLn6Q<-7|!_ARaPdG)|H;3Zf2#)ECu6M&SOF;&X=MjO4)2 zMZ!r8FA+vA`ovfb61?kJ&~ZAX4gsW$KT=jb?Y_7=+flaBB>5EMn5qR|UpC>2V( z67E1$LM2$X`71ht1sI9RP%5Odvkj_2Rri=m1}8bLzLb?|A4%YtKbaS84`O?TCi$Mh0#e!4|5?*wc1CW5@h>1ja+SH+%>9iwH z2lupv6z|^~PlLMpku3{6ZMoY6pJ7Tc>y>p33&G#ju0w^2>y#PfoVC7~p{iN1&WdP2 zQAs>z7K7n68{Bngv&MZofq6ZaL&GE^C_RI7XqnAcH`s932qP#Z+cByzt-PX1WYD;# z?;2RwCpAhq38NVI-&E6wiI#>xBeo-NksD^iaa@r0Spg z&WV^iuAn%`t+$u(bC^^?6L*I&BOlhBG6{-D@ELdqT~4MyHudYO%Y5qtAun%8JvW>? zGafJ)McfR$WpQ1B_%OYoz$xBz_TF;@HI4G~f{0_@3$}GwLDe6)O7lVe9G}GZrnrB2 z{1)HjvE+Rbf8~7v|0lKqQJ_Y0|3y9F2><|S|2u3OJOA^G931EjIT%?vjEq?6{&jR~ zYQ}A{A^cENp@Aaxp^)g`PxKX9;%@*6>TBi0i{ep4G^`bi1Qz-X-TB|fca%-;3{ryF zR1tDMPCIZsD%KkZ2^0N5)(=_41uYNkzGdxQa{l!kxf>S-Kj2r6@bTMXYakIvBo
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z&@J9RHeZ@GGnjO;gJ?QH($?w6`4OaB+L2pATKM?j{?#K@=8c0Z*N-JQD$XwLAL530 zZ5g&w%}MafJLgS&@`WSZs@;b~q(Pr$<#oE1=TA<4*=Bte6$xdOao{gNmsVpvDE>`Qjq9Aj)TqjiNTPgqOmqfZSx{n_`=BmceMmi`H>-r}?c1TRayP%>Ameq17piu0MiwtR%}X{e72%Q-6%9rFtWD+jt(CfVNX zS+FA4Dr8x)A+AMUZ@`UM^6ljv#Y~<>c|S&}v+J Zf7iUL^8edhc8B5_-74_K|2ZlA_df%{vG4!@ literal 0 HcmV?d00001 diff --git a/docs/tutorial_01_cleaner.md b/docs/tutorial_01_cleaner.md new file mode 100644 index 0000000..1847e14 --- /dev/null +++ b/docs/tutorial_01_cleaner.md @@ -0,0 +1,89 @@ +# TextCleaner + +## Description +FlagData Cleaner provides a fast, extensible data cleaning tool for web text. It provides most of the commonly used text cleaning modules which can be easily configured by a human-readable YAML config file. Meanwhile, users can define their own processors and add to the whole pipeline. + +## Installation +Python >= 3.9 + +Install the Cleaner modules via pip. By doing this, only the specified module's dependencies will be installed. This is for users who only want to use the Cleaner module and do not want to install the other dependencies: +```bash +pip install flagdata[cleaner] +``` +If you want to install all the dependencies, use the following command: +```bash +pip install flagdata[all] +``` + +## Usage +We provide two basic modules, `Extractor` and `Filter`. Extractors are used when you need to extract information (title, publish time and content) from the text of html format. Filters are used to clean up the content extracted from html. You can enable both of them as a pipeline or use one of them for extraction/cleaning. There're serveral processors under extractors/filters, which can be disabled by commenting or removal. You can also add your own extractors/filters by inheriting the basic class. Note that the order of processors in the config file matters as they will be executed sequentially. + +### Data Format +We support input data in jsonl/plain text (if input data is plain text, set `is_jsonl` to `false` in config file). However, if you want to extract text from html, then jsonl is required. +As to jsonl format, each line contains a json with key-value pairs. you can specify which one need to be cleaned by setting `source_key` in config file. You may orgnize your data like this: +```json +{"rawContent": "\n\n\n \n \n An Introduction to BAAI\n\n\n

With the support of Ministry of Science and Technology..."} +{"rawContent": "\n\n\n \n \n BAAI CONFERENCE\n\n\n

The BAAI Conference is an annual international high-end academic exchange event in ..."} +``` + +The output data will always be in jsonl format with cleaned content corresponding to `result_key` in config file. + +### Default Processors +We provide several useful extractors and filters by default, and you can disable them by commenting. + +The default extractors will locate and extract title, content and publish time from html and delete useless information such as text in navigation bars. The default filters will do the following cleaning procedures: +1. convert traditional Chinese to simplified version +2. filter out emojis and control characters +3. remove private information and url links +4. remove redundant spaces/line breaks +5. check text integrity and clip it by end marks + +### Quick start +There are basically 2 steps in order to use our FlagData Cleaner: +1. Modify the YAML config file according to your data format. We have written detailed comments in the configuration file to explain the meaning of each parameter. + +2. Specify the path to the config file and run! + ```python + from flagdata.cleaner.text_cleaner import DataCleaner + # safe importing of main module in multi-processing + if __name__ == "__main__": + # you need to specify your own configuration file path + cleaner = DataCleaner("config.yaml") + cleaner.clean() + ``` +The cleaned data will be saved to the corresponding path in `jsonl` format according to the `output` parameter in the configuration file. + +### Advanced Usage + +If you want to define your own processor, following these steps: +1. Inherit the basic processor class(BasicExtractor/BasicCleaner) to define yours. + ```python + from flagdata.cleaner.utils.filter import BasicCleaner + class MyFakeFilter(BasicCleaner): + def __init__(self, **args): + pass # your code here + + def clean_article(self, article): + cleaned_article = article # your code here + return cleaned_article + ``` +2. Add your custom class and related parameters to the configuration file. + +3. Import your class (or you can define your own class and run in a single file) and run the code: + ```python + from flagdata.cleaner.text_cleaner import DataCleaner + from xxx import MyFakeFilter + # specify your own configuration file path + cleaner = DataCleaner("config.yaml") + cleaner.clean() + ``` + +## Config +We use [YAML](https://yaml.org/) format configuration file for readability. For more information about YAML, you can check https://yaml.org/ . + +Descriptions and details of each parameters are commented in our [config template](https://dorc.baai.ac.cn/resources/projects/FlagData/cleaner_config.yaml). +User-defined extractors/filters can be added following the same format. Always remember to check whether the class name and init params are the same as the ones in the config file. + +## Reference +1. https://github.com/GeneralNewsExtractor/GeneralNewsExtractor +2. https://github.com/carpedm20/emoji diff --git a/docs/tutorial_02_analysis.md b/docs/tutorial_02_analysis.md new file mode 100644 index 0000000..48194b6 --- /dev/null +++ b/docs/tutorial_02_analysis.md @@ -0,0 +1,107 @@ +# TextAnalyzer + +## Description +We provide an up-to-date, user-friendly NLP analysis tool based on Stanford [CoreNLP](https://stanfordnlp.github.io/CoreNLP/), an nlp tool for natural language processing in Java. +CoreNLP provides a lingustic annotaion pipeline, which means users can use it to tokenize, ssplit(sentence split), POS, NER, constituency parse, dependency parse, openie etc. However, it's written in Java, which can not be interacted directly with Python programs. Therefore, we developed an analyzer client in Python. +The FlagData Analyzer can be used to start a CoreNLP Server once you've followed the official [release](https://stanfordnlp.github.io/CoreNLP/download.html) and download necessary packages and corresponding models. Or, if a server is already started, the only thing you need to do is to specify the server's url (such as CoreNLP's official server url https://corenlp.run), and call the `analyze()` method. + +## Installation +[Java 8](https://www.oracle.com/java/technologies/javase-downloads.html) is required if you want to start the CoreNLP server locally. + +Python >= 3.9 + +Install the Analysis modules via pip. By doing this, only the specified module's dependencies will be installed. This is for users who only want to use the Analysis module and do not want to install the other dependencies: +```bash +pip install flagdata[analysis] +``` +If you want to install all the dependencies, use the following command: +```bash +pip install flagdata[all] +``` + + + +## Usage + +### Quick Start + +Sometimes you may want to get tokenized (pos, ner) result directly without manual extraction from original output. Thus, we provide `tokenize(), pos_tag(), ner()` methods to simplify the whole process. + +```python +from flagdata.analysis.text_analyzer import CoreNLPAnalyzer +analyzer = CoreNLPAnalyzer(url="https://corenlp.run", annotators="ner", lang="en") +data = "FlagData is a fast and extensible toolkit for data processing provided by BAAI. Enjoy yourself! " +tokenized_text = analyzer.tokenize(data) +pos_tags = analyzer.pos_tag(data) +ners = analyzer.ner(data) +analyzer.close() +print(tokenized_text) +# [['FlagData', 'is', 'a', 'fast', 'and', 'extensible', 'toolkit', 'for', 'data', 'processing', 'provided', 'by', 'BAAI', '.'], ['Enjoy', 'yourself', '!']] +print(pos_tags) +# [['NNP', 'VBZ', 'DT', 'JJ', 'CC', 'JJ', 'NN', 'IN', 'NN', 'NN', 'VBN', 'IN', 'NN', '.'], ['VB', 'PRP', '.']] +print(ners) +# [[{('BAAI', (74, 78)): 'ORGANIZATION'}], []] +``` + +**Start a New Server and Analyze Text** + +If you want to start a server locally, it's more graceful to use `with ... as ...` to handle exceptions. + +```python +from flagdata.analysis.text_analyzer import CoreNLPAnalyzer +# max_mem: max memory use, default is 4. threads: num of threads to use, defualt is num of cpu cores. +with CoreNLPAnalyzer(annotators="tokenize", corenlp_dir="/path/to/corenlp", local_port=9000, max_mem=4, threads=2) as analyzer: + # your code here +``` + +**Use an Existing Server** + +You can also use an existing server by providing the url. + +```python +from flagdata.analysis.text_analyzer import CoreNLPAnalyzer +# lang for language, default is en. +# you can specify annotators to use by passing `annotator="tokenize,ssplit"` args to CoreNLP. If not provided, all available annotators will be used. +with CoreNLPAnalyzer(url="https://corenlp.run", lang="en") as analyzer: + # your code here +``` + +### Advanced Usage + +For advanced users, you may want to have access to server's original response in dict format: + +```python +ana_result = analyer.analyze("CoreNLP is your one stop shop for natural language processing in Java! Enjoy yourself! ") +print("*" * 10, "tokens", "*" * 10) +print(ana_result.tokens) # tokens +print("*" * 10, "parse", "*" * 10) +print(ana_result.parse_tree) # parse +print("*" * 10, "binaryParse", "*" * 10) +print(ana_result.bi_parse_tree) # binaryParse +print("*" * 10, "basicDependencies", "*" * 10) +print(ana_result.basic_dep) # basicDependencies +print("*" * 10, "enhancedDependencies", "*" * 10) +print(ana_result.enhanced_dep) # enhancedDependencies +print("*" * 10, "enhancedPlusPlusDependencies", "*" * 10) +print(ana_result.enhanced_pp_dep) # enhancedPlusPlusDependencies +print("*" * 10, "entitymentions", "*" * 10) +print(ana_result.entities) # entitymentions +print("*" * 10, "openie", "*" * 10) +print(ana_result.openie) # openie +print("*" * 10, "prettyPrintParseTree", "*" * 10) +print(analyzer.pretty_print_tree(ana_result.parse_tree[0])) # pretty print +print(ana_result.ann_result) # original server's response format +``` + +## Extra Notes + +- If you choose to start server locally, it'll take a while to load models for the first time you analyze a sentence. + +- For timeout error, a simple retry may be useful. Otherwise, you should make sure the annotators and language you specified are supported by CoreNLP server. + +- Also, if "with"(context manager) is not used, remember to call close() method to stop the Java CoreNLP server. + +## Reference +Manning, Christopher D., Mihai Surdeanu, John Bauer, Jenny Finkel, Steven J. Bethard, and David McClosky. 2014. The Stanford CoreNLP Natural Language Processing Toolkit In Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics: System Demonstrations, pp. 55-60. \[[pdf](https://nlp.stanford.edu/pubs/StanfordCoreNlp2014.pdf)\] + + diff --git a/docs/tutorial_03_condensation.md b/docs/tutorial_03_condensation.md new file mode 100644 index 0000000..f08271c --- /dev/null +++ b/docs/tutorial_03_condensation.md @@ -0,0 +1,91 @@ +# Text Condensation + +## Description + +FlagData Condensation provides a fast, extensible data condensation tool for the text classification task. It provides most of the commonly used text condensation modules which can be easily configured by a human-readable YAML config file. Meanwhile, users can define their processors and add to the whole pipeline. + +## Installation + +Python >= 3.9 + +Install the Condensation modules via pip. By doing this, only the specified module's dependencies will be installed. This is for users who only want to use the Condensation module and do not want to install the other dependencies: +```bash +pip install flagdata[condensation] +``` +If you want to install all the dependencies, use the following command: +```bash +pip install flagdata[all] +``` + +## Usage + +We currently provide a data distillation algorithm. It can set the data path and model path in the YAML config file. +Note: You may need at least 20GB of GPU memory in order to train data distillation model. + +### Data Format + +We preset the data format as JSONL in which each piece of data contains two fields: text and label. Data examples are as follows： + +```json +{ + "text": "Fears for T N pension after talks Unions representing workers at Turner Newall say they are 'disappointed' after talks with stricken parent firm Federal Mogul.", + "label": 3 +} +``` + +### Quick Start + +There are basically 2 steps in order to use our FlagData Condensation: + +1. Modify the YAML config file. We have written detailed comments in the configuration file to explain the meaning of each parameter. + +2. Specify the path to the config file and run! + + ```python + from flagdata.condensation.data_distillation import DataDistillationTrainer + # you need to specify your own configuration file path here + trainer = DataDistillationTrainer("flagdata/config/distillation_config.yaml") + # data should be in jsonl format with keys: "text", "label" + trainer.load_data() + # fit() will run data condensation training and save the distilled data in binary format which can be read by torch.load() + # you can specify the save path by setting "distilled_save_path" in config file + trainer.fit() + ``` + +### Advanced Usage + +1. If you want to define your own dataset, following these steps: + + - define your own dataset class + + ``` + from torch.utils.data import Dataset + class CustomDataSet(Dataset): + def __init__(self, **args): + pass # your code here + + def __getitem__(self, idx): + # your code here + return input_ids.squeeze(), attention_mask.squeeze(), torch.tensor(self.targets[idx]) + ``` + + - pass your custom dataset class to `trainer.load_data()`, like: + + ``` + # ... + trainer.load_data(self, dataset_class=CustomDataset) + ``` + + ## Config + + We use YAML format config file for readability. For more information about YAML, you can check . + + Descriptions and details of each option are commented in our [config template](https://dorc.baai.ac.cn/resources/projects/FlagData/distillation_config.yaml) . + + ## Reference + + 1. Dataset Distillation for Text Classification [[paper\]](https://arxiv.org/abs/2104.08448) + + 2. + + 3. diff --git a/docs/tutorial_04_text_annotation.md b/docs/tutorial_04_text_annotation.md new file mode 100644 index 0000000..88c400d --- /dev/null +++ b/docs/tutorial_04_text_annotation.md @@ -0,0 +1,76 @@ +# Text Annotation + +## Description + +The text annotation tool currently supports the annotation of **comparative relational text**. When uploading a local `txt` document, the browser will automatically load the text to be marked by line. Press and hold the left mouse button to select the text spans and its corresponding subjects, objects and attributes, as illustrated in the following figure: + +![](https://dorc.baai.ac.cn/imgs/projects/dorc-label-offline/14.gif) + +## Installation + +To install nginx locally, please refer to the [official website](http://nginx.org/). + +## Usage + +### Quick start + +1. Put the `flagdata/annotation/dist` folder under the default `html` of nginx. + +2. Modify `nginx.confg` to add location. + + ``` + location / { + root /{your html path}/dist; # change + index index.html index.htm; + try_files $uri $uri/ /index.html; + } + ``` + +3. Restart nginx. + +4. Access the IP address configured by nginx. + +### Advanced Usage + +1. The user clicks the "Upload Data" button to upload the local txt document, and the browser will automatically load the text to be marked by line. + +2. Press and hold the left mouse button to select text, place the mouse on the selected text, click the right mouse button to select subject, object and attribute, as shown in the following figure: + + ![](https://dorc.baai.ac.cn/imgs/projects/dorc-label-offline/15.png) + +3. After marking a comparison relationship, click the "Submit" button to start the next marking. + +2. If you need to modify a marked item, click the "Modify" button to modify it. + +3. The "Delete All" button will delete the information marked in the current corpus. + +6. The user clicks the "Export Marked Data" button, and a json file containing the marked information will be generated locally, the contents are as follows: + + ```json + [ + { + "corpus": "I am fingding my way around this laptop better than my last one.", + "index": 0, + "markInfo": [ + { + "t1": "this laptop", + "t1_start": 28, + "t1_end": 39, + "t2": "last one", + "t2_start": 55, + "t2_end": 63, + "aspect_term": "", + "aspect_term_start": "", + "aspect_term_end": "", + "aspect": "GENE", + "status": 0, + "index": 0, + "option": { + "key": "BETTER", + "label": " BETTER" + } + } + ] + } + ] + ``` diff --git a/docs/tutorial_05_image_annotation.md b/docs/tutorial_05_image_annotation.md new file mode 100644 index 0000000..c021cbd --- /dev/null +++ b/docs/tutorial_05_image_annotation.md @@ -0,0 +1,82 @@ +# ImageAnnotation + +## Description + +At that time, we developed an image annotation system based on special medical tasks. The system supports image annotation and echo annotation information, as well as back-end data management, user management, role management, etc. Now we will open source the front-end offline version based on vue. + +Image annotation mainly uses rectangles and polygons to annotate images and customize annotation information. It is divided into three main bodies. The left side mainly displays image information and label information, the middle is the specific operation area, and the right side is divided into control area, operation instructions and precautions, as shown in the following figure: + +![](https://dorc.baai.ac.cn/imgs/projects/dorc-label-offline/11.png) + +1. ## Installation + + 1. To install nginx locally, [Go to](http://nginx.org/). + +## Usage + +### Quick start + +1. Put the `flagdata/annotation/dist` folder under the default `html` of nginx. + +2. Modify `nginx.confg` and add location. + + ``` + location / { + root /{your html path}/dist; # change + index index.html index.htm; + try_files $uri $uri/ /index.html; + } + ``` + +3. Restart nginx. + +4. Access the IP address configured by nginx. + +### Advanced Usage + +1. The user clicks the "Upload" button on the right to upload the local **image folder**. After the upload is successful, the image list will be displayed on the left, as shown in the following figure: + + ![](https://dorc.baai.ac.cn/imgs/projects/dorc-label-offline/12.png) + +2. The user can switch images in the image list on the left, and the selected image will be displayed in the middle annotation area. The user can zoom the image by Alt+mouse wheel, or move the image by Alt+left mouse button. + +3. You can select relevant dimension graphics (rectangle or polygon), line color and fill color in the right control area for drawing, as shown in the following figure: + + ![](https://dorc.baai.ac.cn/imgs/projects/dorc-label-offline/13.png) + +4. Press and hold the left mouse button to select the label box, and use the Delete key to delete the label box. + +2. When marking polygons, use Ctrl+the left mouse button to display the points of the polygon. Click the points with the left mouse button to drag. + +3. In the left area, the label list, click the "Operation" icon, and the user can modify the label information. + +7. When you want to save the annotation information, just click the "Save" button in the operation area on the right, give the result as follows: + + ```json + { + "angle": 0, + "height": 121.11, + "width": 183.33, + "left": 253.28, + "top": 440.72, + "scaleX": 1, + "scaleY": 1, + "strokeWidth": 1, + "stroke": "#0439a9", + "fill": "rgba(255, 255, 255, 0)", + "descibe": "TagName1", + "type": "polygon", + "id": 1672369472552, + "hidden": false, + "opacity": 1, + "path": [{"x": 304.8888888888889,"y": 444.55555555555554},{"x": 262.6666666666667,"y": 485.6666666666667},{"x": 263.77777777777777,"y": 535.6666666666666},{"x": 253.77777777777777,"y": 562.3333333333334},{"x": 341.55555555555554,"y": 550.1111111111111},{"x": 437.1111111111111,"y": 522.3333333333334},{"x": 398.22222222222223,"y": 460.1111111111111},{"x": 349.33333333333337,"y": 441.22222222222223}] + } + ``` + +8. When users want to echo the label information, they only need to click the "Echo" button in the right operation area to upload a single result file or a folder containing multiple results; + +9. For specific operation and precautions, refer to the operation instructions and precautions on the right side. + +## Extra Notes + +The screenshots are all online pictures. If there is any infringement, please contact us and we will delete it immediately. \ No newline at end of file diff --git a/flagdata/__init__.py b/flagdata/__init__.py new file mode 100644 index 0000000..5becc17 --- /dev/null +++ b/flagdata/__init__.py @@ -0,0 +1 @@ +__version__ = "1.0.0" diff --git a/flagdata/analysis/text_analyzer.py b/flagdata/analysis/text_analyzer.py new file mode 100644 index 0000000..592dbdd --- /dev/null +++ b/flagdata/analysis/text_analyzer.py @@ -0,0 +1,198 @@ +# Copyright © 2023 BAAI. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License") +import requests +import os +from nltk import Tree +from subprocess import Popen +import time +import shlex +import multiprocessing +from urllib import parse +from .utils.ana_result import CoreNLPAnaResult +import urllib3 +urllib3.disable_warnings(urllib3.exceptions.InsecureRequestWarning) + + +class CoreNLPAnalyzer: + """ + An analyzer client which re-format CoreNLP server's response + to make it readable + """ + def __init__(self, url=None, lang="en", annotators="", + corenlp_dir=None, local_port=9000, max_mem=4, + threads=multiprocessing.cpu_count(), timeout=150000): + if url: + self.url = url.rstrip("/") + self.annotators_list = \ + "tokenize,ssplit,pos,lemma,ner,parse,depparse,openie".split(",") + self.lang = lang + self.corenlp_subprocess = None + self.timeout = timeout + if annotators and self._check_annotators_format(annotators): + self.annotators = self._reorganize_annotators(annotators) + else: + self.annotators = ",".join(self.annotators_list) + print(f"annotators: {self.annotators}") + + if corenlp_dir: + if not os.path.exists(corenlp_dir): + raise OSError("please check corenlp local path is correct! ") + if self._launch_local_server(corenlp_dir, local_port, max_mem, threads): + self.url = f"http://127.0.0.1:{local_port}" + self._request_corenlp(data="", annotators=self.annotators) + + def __enter__(self): + return self + + def __exit__(self, type, value, trace): + """ + cleanup corenlp server's process + """ + if self.corenlp_subprocess: + self.corenlp_subprocess.kill() + self.corenlp_subprocess.wait() + + def __del__(self): + """ + cleanup corenlp server's process + """ + if self.corenlp_subprocess: + self.corenlp_subprocess.kill() + self.corenlp_subprocess.wait() + + def _check_annotators_format(self, annotators): + annotators = annotators.split(",") + for i in annotators: + if i not in self.annotators_list: + return False + return True + + def _reorganize_annotators(self, annotators): + """ + re-organize annotators to standard format + """ + annotators = annotators.split(",") + max_annotator_idx = 0 + for annotator in annotators: + annotator_idx = self.annotators_list.index(annotator) + if annotator_idx > max_annotator_idx: + max_annotator_idx = annotator_idx + annotators = ",".join(self.annotators_list[:max_annotator_idx + 1]) + return annotators + + def _check_server_status(self): + """ + check server's response first + """ + if requests.get(self.url, verify=False).status_code != 200: + raise ConnectionError( + "please check your network connection, or the corenlp server is started before launching!") + + @staticmethod + def _deal_path_suffix(path): + """ + convert path + """ + if "\\" in path: + path = path.rstrip("\\") + "\\" + else: + path = path.rstrip("/") + "/" + return path + + def _launch_local_server(self, corenlp_dir, port, max_mem, threads): + """ + launch a corenlp server by subprocess + """ + corenlp_dir = self._deal_path_suffix(os.path.abspath(corenlp_dir)) + tmp_dir = "tmp" + if not os.path.exists("tmp"): + os.mkdir(tmp_dir) + try: + os.system("java -version") + except: + raise AssertionError("Java is required to launch corenlp server! ") + cmd = f'java -Djava.io.tmpdir={tmp_dir} -mx{max_mem}g ' + \ + f'-cp "{corenlp_dir}*" edu.stanford.nlp.pipeline.StanfordCoreNLPServer ' + \ + f'-threads {threads} -port {port} -timeout 150000 -lazy false' + print(cmd) + cmd = shlex.split(cmd) + self.corenlp_subprocess = Popen(cmd) + time.sleep(1) + return True + + def _request_corenlp(self, data, annotators): + """ + sent requests + """ + params = {"properties": '{"annotators": "%s"}' % + annotators, "pipelineLanguage": self.lang} + res = requests.post(url=self.url, params=params, data=parse.quote( + data), timeout=self.timeout, verify=False) + ann_result = res.json() + return ann_result + + def analyze(self, data: str): + """ + analyze input data + """ + res = self._request_corenlp(data, self.annotators) + ana_result = CoreNLPAnaResult(res) + return ana_result + + def tokenize(self, data, ssplit=True): + """ + tokenize, if not ssplit, concat result to a single list + """ + if ssplit: + annotators = "tokenize,ssplit" + else: + annotators = "tokenize" + ann_result = self._request_corenlp(data, annotators) + if ssplit: + annotation = [[token["word"] for token in sent["tokens"]] + for sent in ann_result["sentences"]] + else: + annotation = [token["word"] for token in ann_result["tokens"]] + return annotation + + def pos_tag(self, data): + """ + part-of-speech tagging + """ + annotators = "tokenize,ssplit,pos" + ann_result = self._request_corenlp(data, annotators) + annotation = [[token["pos"] for token in sent["tokens"]] + for sent in ann_result["sentences"]] + return annotation + + def ner(self, data): + """ + name entity recognition + """ + annotators = "tokenize,ssplit,pos,ner" + ann_result = self._request_corenlp(data, annotators) + annotation = [] + for sent in ann_result["sentences"]: + sent_ner = [] + if "entitymentions" in sent: + for entity in sent["entitymentions"]: + span = (entity["characterOffsetBegin"], + entity["characterOffsetEnd"]) + ner = entity["ner"] + ner_entity = entity["text"] + sent_ner.append({(ner_entity, span): ner}) + annotation.append(sent_ner) + return annotation + + @staticmethod + def pretty_print_tree(tree): + """ + re-format parse tree + """ + Tree.fromstring(tree).pretty_print() + + def close(self): + if self.corenlp_subprocess: + self.corenlp_subprocess.kill() + self.corenlp_subprocess.wait() diff --git a/flagdata/analysis/utils/ana_result.py b/flagdata/analysis/utils/ana_result.py new file mode 100644 index 0000000..0895d35 --- /dev/null +++ b/flagdata/analysis/utils/ana_result.py @@ -0,0 +1,44 @@ +# Copyright © 2023 BAAI. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License") +import re + + +class CoreNLPAnaResult(): + """ + convert response to readable result + """ + def __init__(self, ann_result): + self.ann_result = ann_result + self.tokens = [] + self.parse_tree = [] + self.bi_parse_tree = [] + self.basic_dep = [] + self.enhanced_dep = [] + self.enhanced_pp_dep = [] + self.entities = [] + self.openie = [] + self._extract_ann() + + def _extract_ann(self): + """ + parse result + """ + ann_dict = dict() + if "sentences" in self.ann_result: + for ann_sent in self.ann_result["sentences"]: + self.tokens.append(ann_sent["tokens"]) + self.parse_tree.append( + re.sub(r"\s+", " ", ann_sent.get("parse", ""))) + self.bi_parse_tree.append( + re.sub(r"\s+", " ", ann_sent.get("binaryParse", ""))) + self.basic_dep.append(ann_sent.get("basicDependencies", "")) + self.enhanced_dep.append( + ann_sent.get("enhancedDependencies", "")) + self.enhanced_pp_dep.append(ann_sent.get( + "enhancedPlusPlusDependencies", "")) + self.entities.append(ann_sent.get("entitymentions", "")) + self.openie.append(ann_sent.get("openie", "")) + else: + self.tokens = self.ann_result["tokens"] + return ann_dict diff --git a/flagdata/annotation/dist/css/app.a8158bb5.css b/flagdata/annotation/dist/css/app.a8158bb5.css new file mode 100644 index 0000000..2e37573 --- /dev/null +++ b/flagdata/annotation/dist/css/app.a8158bb5.css @@ -0,0 +1 @@ +.header[data-v-c53b8b8c]{display:-webkit-box;display:-ms-flexbox;display:flex;height:60px;-webkit-box-align:center;-ms-flex-align:center;align-items:center;background-color:#fff}.logo[data-v-c53b8b8c]{margin:0 20px}#userLayout.user-layout-wrapper[data-v-c53b8b8c]{height:100%}#userLayout.user-layout-wrapper.mobile .container .main[data-v-c53b8b8c]{max-width:368px;width:98%}#userLayout.user-layout-wrapper .container[data-v-c53b8b8c]{width:100%;background-color:#f0f2f5;min-height:100%}#userLayout.user-layout-wrapper .container 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g=null;o&&(g=e(_e,pe()([{key:"timePickerButton"},p])));var y=void 0;(m||g||v||f)&&(y=e("span",{class:r+"-footer-btn"},[f,m,g,v]));var _=(d={},b()(d,r+"-footer",!0),b()(d,r+"-footer-show-ok",!!v),d);h=e("div",{class:_},[y])}return h}},Me=we;function xe(){}function Se(e){var t=void 0;return t=e?M(e):p()(),t}function ke(e){return Array.isArray(e)?0===e.length||-1!==e.findIndex((function(e){return void 0===e||p.a.isMoment(e)})):void 0===e||p.a.isMoment(e)}var Ce=c["a"].custom(ke),Le={mixins:[l["a"]],name:"CalendarMixinWrapper",props:{value:Ce,defaultValue:Ce},data:function(){var e=this.$props,t=e.value||e.defaultValue||Se();return{sValue:t,sSelectedValue:e.selectedValue||e.defaultSelectedValue}},watch:{value:function(e){var t=e||this.defaultValue||Se(this.sValue);this.setState({sValue:t})},selectedValue:function(e){this.setState({sSelectedValue:e})}},methods:{onSelect:function(e,t){e&&this.setValue(e),this.setSelectedValue(e,t)},renderRoot:function(e){var t,n=this.$createElement,r=this.$props,i=r.prefixCls,a=(t={},b()(t,i,1),b()(t,i+"-hidden",!r.visible),b()(t,e["class"],!!e["class"]),t);return n("div",{ref:"rootInstance",class:a,attrs:{tabIndex:"0"},on:{keydown:this.onKeyDown||xe,blur:this.onBlur||xe}},[e.children])},setSelectedValue:function(e,t){Object(u["r"])(this,"selectedValue")||this.setState({sSelectedValue:e}),this.__emit("select",e,t)},setValue:function(e){var t=this.sValue;Object(u["r"])(this,"value")||this.setState({sValue:e}),(t&&e&&!t.isSame(e)||!t&&e||t&&!e)&&this.__emit("change",e)},isAllowedDate:function(e){var t=this.disabledDate,n=this.disabledTime;return z(e,t,n)}}},Te=Le,Oe={methods:{getFormat:function(){var e=this.format,t=this.locale,n=this.timePicker;return e||(e=n?t.dateTimeFormat:t.dateFormat),e},focus:function(){this.focusElement?this.focusElement.focus():this.$refs.rootInstance&&this.$refs.rootInstance.focus()},saveFocusElement:function(e){this.focusElement=e}}},ze=void 0,De=void 0,je=void 0,He={mixins:[l["a"]],props:{prefixCls:c["a"].string,timePicker:c["a"].object,value:c["a"].object,disabledTime:c["a"].any,format:c["a"].oneOfType([c["a"].string,c["a"].arrayOf(c["a"].string),c["a"].func]),locale:c["a"].object,disabledDate:c["a"].func,placeholder:c["a"].string,selectedValue:c["a"].object,clearIcon:c["a"].any,inputMode:c["a"].string,inputReadOnly:c["a"].bool},data:function(){var e=this.selectedValue;return{str:D(e,this.format),invalid:!1,hasFocus:!1}},watch:{selectedValue:function(){this.setState()},format:function(){this.setState()}},updated:function(){var e=this;this.$nextTick((function(){!je||!e.$data.hasFocus||e.invalid||0===ze&&0===De||je.setSelectionRange(ze,De)}))},getInstance:function(){return je},methods:{getDerivedStateFromProps:function(e,t){var n={};je&&(ze=je.selectionStart,De=je.selectionEnd);var r=e.selectedValue;return t.hasFocus||(n={str:D(r,this.format),invalid:!1}),n},onClear:function(){this.setState({str:""}),this.__emit("clear",null)},onInputChange:function(e){var t=e.target,n=t.value,r=t.composing,i=this.str,a=void 0===i?"":i;if(!e.isComposing&&!r&&a!==n){var o=this.$props,s=o.disabledDate,c=o.format,l=o.selectedValue;if(!n)return this.__emit("change",null),void this.setState({invalid:!1,str:n});var u=p()(n,c,!0);if(u.isValid()){var h=this.value.clone();h.year(u.year()).month(u.month()).date(u.date()).hour(u.hour()).minute(u.minute()).second(u.second()),!h||s&&s(h)?this.setState({invalid:!0,str:n}):(l!==h||l&&h&&!l.isSame(h))&&(this.setState({invalid:!1,str:n}),this.__emit("change",h))}else this.setState({invalid:!0,str:n})}},onFocus:function(){this.setState({hasFocus:!0})},onBlur:function(){this.setState((function(e,t){return{hasFocus:!1,str:D(t.value,t.format)}}))},onKeyDown:function(e){var t=e.keyCode,n=this.$props,r=n.value,i=n.disabledDate;if(t===f["a"].ENTER){var a=!i||!i(r);a&&this.__emit("select",r.clone()),e.preventDefault()}},getRootDOMNode:function(){return this.$el},focus:function(){je&&je.focus()},saveDateInput:function(e){je=e}},render:function(){var e=arguments[0],t=this.invalid,n=this.str,r=this.locale,i=this.prefixCls,a=this.placeholder,o=this.disabled,s=this.showClear,c=this.inputMode,l=this.inputReadOnly,h=Object(u["f"])(this,"clearIcon"),f=t?i+"-input-invalid":"";return e("div",{class:i+"-input-wrap"},[e("div",{class:i+"-date-input-wrap"},[e("input",pe()([{directives:[{name:"ant-ref",value:this.saveDateInput},{name:"ant-input"}]},{class:i+"-input "+f,domProps:{value:n},attrs:{disabled:o,placeholder:a,inputMode:c,readOnly:l},on:{input:this.onInputChange,keydown:this.onKeyDown,focus:this.onFocus,blur:this.onBlur}}]))]),s?e("a",{attrs:{role:"button",title:r.clear},on:{click:this.onClear}},[h||e("span",{class:i+"-clear-btn"})]):null])}},Ee=He,Ae=n("f8d5");function Pe(e){return e.clone().startOf("month")}function Ye(e){return e.clone().endOf("month")}function Ve(e,t,n){return e.clone().add(t,n)}function Ie(){var e=arguments.length>0&&void 0!==arguments[0]?arguments[0]:[],t=arguments[1],n=arguments[2];return e.some((function(e){return e.isSame(t,n)}))}var Fe=function(e){return!(!p.a.isMoment(e)||!e.isValid())&&e},Re={name:"Calendar",props:{locale:c["a"].object.def(Ae["a"]),format:c["a"].oneOfType([c["a"].string,c["a"].arrayOf(c["a"].string),c["a"].func]),visible:c["a"].bool.def(!0),prefixCls:c["a"].string.def("rc-calendar"),defaultValue:c["a"].object,value:c["a"].object,selectedValue:c["a"].object,defaultSelectedValue:c["a"].object,mode:c["a"].oneOf(["time","date","month","year","decade"]),showDateInput:c["a"].bool.def(!0),showWeekNumber:c["a"].bool,showToday:c["a"].bool.def(!0),showOk:c["a"].bool,timePicker:c["a"].any,dateInputPlaceholder:c["a"].any,disabledDate:c["a"].func,disabledTime:c["a"].any,dateRender:c["a"].func,renderFooter:c["a"].func.def((function(){return 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this.goTime(1,"weeks"),e.preventDefault(),1;case f["a"].UP:return this.goTime(-1,"weeks"),e.preventDefault(),1;case f["a"].LEFT:return n?this.goTime(-1,"years"):this.goTime(-1,"days"),e.preventDefault(),1;case f["a"].RIGHT:return n?this.goTime(1,"years"):this.goTime(1,"days"),e.preventDefault(),1;case f["a"].HOME:return this.setValue(Pe(i)),e.preventDefault(),1;case f["a"].END:return this.setValue(Ye(i)),e.preventDefault(),1;case f["a"].PAGE_DOWN:return this.goTime(1,"month"),e.preventDefault(),1;case f["a"].PAGE_UP:return this.goTime(-1,"month"),e.preventDefault(),1;case f["a"].ENTER:return r&&r(i)||this.onSelect(i,{source:"keyboard"}),e.preventDefault(),1;default:return this.__emit("keydown",e),1}}},onClear:function(){this.onSelect(null),this.__emit("clear")},onOk:function(){var e=this.sSelectedValue;this.isAllowedDate(e)&&this.__emit("ok",e)},onDateInputChange:function(e){this.onSelect(e,{source:"dateInput"})},onDateInputSelect:function(e){this.onSelect(e,{source:"dateInputSelect"})},onDateTableSelect:function(e){var t=this.timePicker,n=this.sSelectedValue;if(!n&&t){var r=Object(u["k"])(t),i=r.defaultValue;i&&C(i,e)}this.onSelect(e)},onToday:function(){var e=this.sValue,t=M(e);this.onSelect(t,{source:"todayButton"})},onBlur:function(e){var t=this;setTimeout((function(){var n=Ee.getInstance(),r=t.rootInstance;!r||r.contains(document.activeElement)||n&&n.contains(document.activeElement)||t.$emit("blur",e)}),0)},getRootDOMNode:function(){return this.$el},openTimePicker:function(){this.onPanelChange(null,"time")},closeTimePicker:function(){this.onPanelChange(null,"date")},goTime:function(e,t){this.setValue(Ve(this.sValue,e,t))}},render:function(){var e=arguments[0],t=this.locale,n=this.prefixCls,r=this.disabledDate,a=this.dateInputPlaceholder,o=this.timePicker,s=this.disabledTime,c=this.showDateInput,l=this.sValue,f=this.sSelectedValue,d=this.sMode,p=this.renderFooter,m=this.inputMode,v=this.inputReadOnly,g=this.monthCellRender,b=this.monthCellContentRender,y=this.$props,_=Object(u["f"])(this,"clearIcon"),w="time"===d,M=w&&s&&o?L(f,s):null,x=null;if(o&&w){var S=Object(u["k"])(o),k={props:i()({showHour:!0,showSecond:!0,showMinute:!0},S,M,{value:f,disabledTime:s}),on:{change:this.onDateInputChange}};void 0!==S.defaultValue&&(k.props.defaultOpenValue=S.defaultValue),x=Object(h["a"])(o,k)}var C=c?e(Ee,{attrs:{format:this.getFormat(),value:l,locale:t,placeholder:a,showClear:!0,disabledTime:s,disabledDate:r,prefixCls:n,selectedValue:f,clearIcon:_,inputMode:m,inputReadOnly:v},key:"date-input",on:{clear:this.onClear,change:this.onDateInputChange,select:this.onDateInputSelect}}):null,T=[];return y.renderSidebar&&T.push(y.renderSidebar()),T.push(e("div",{class:n+"-panel",key:"panel"},[C,e("div",{attrs:{tabIndex:y.focusablePanel?0:void 0},class:n+"-date-panel"},[e(fe,{attrs:{locale:t,mode:d,value:l,renderFooter:p,showTimePicker:w,prefixCls:n,monthCellRender:g,monthCellContentRender:b},on:{valueChange:this.setValue,panelChange:this.onPanelChange}}),o&&w?e("div",{class:n+"-time-picker"},[e("div",{class:n+"-time-picker-panel"},[x])]):null,e("div",{class:n+"-body"},[e(I,{attrs:{locale:t,value:l,selectedValue:f,prefixCls:n,dateRender:y.dateRender,disabledDate:r,showWeekNumber:y.showWeekNumber},on:{select:this.onDateTableSelect}})]),e(Me,{attrs:{showOk:y.showOk,mode:d,renderFooter:y.renderFooter,locale:t,prefixCls:n,showToday:y.showToday,disabledTime:s,showTimePicker:w,showDateInput:y.showDateInput,timePicker:o,selectedValue:f,timePickerDisabled:!f,value:l,disabledDate:r,okDisabled:!1!==y.showOk&&(!f||!this.isAllowedDate(f))},on:{ok:this.onOk,select:this.onSelect,today:this.onToday,openTimePicker:this.openTimePicker,closeTimePicker:this.closeTimePicker}})])])),this.renderRoot({children:T,class:y.showWeekNumber?n+"-week-number":""})}},Ne=Re,Be=Ne;a["a"].use(s.a,{name:"ant-ref"});var $e=Be,We={name:"MonthCalendar",props:{locale:c["a"].object.def(Ae["a"]),format:c["a"].string,visible:c["a"].bool.def(!0),prefixCls:c["a"].string.def("rc-calendar"),monthCellRender:c["a"].func,value:c["a"].object,defaultValue:c["a"].object,selectedValue:c["a"].object,defaultSelectedValue:c["a"].object,disabledDate:c["a"].func,monthCellContentRender:c["a"].func,renderFooter:c["a"].func.def((function(){return null})),renderSidebar:c["a"].func.def((function(){return null}))},mixins:[l["a"],Oe,Te],data:function(){var e=this.$props;return{mode:"month",sValue:e.value||e.defaultValue||p()(),sSelectedValue:e.selectedValue||e.defaultSelectedValue}},methods:{onKeyDown:function(e){var t=e.keyCode,n=e.ctrlKey||e.metaKey,r=this.sValue,i=this.disabledDate,a=r;switch(t){case f["a"].DOWN:a=r.clone(),a.add(3,"months");break;case f["a"].UP:a=r.clone(),a.add(-3,"months");break;case f["a"].LEFT:a=r.clone(),n?a.add(-1,"years"):a.add(-1,"months");break;case f["a"].RIGHT:a=r.clone(),n?a.add(1,"years"):a.add(1,"months");break;case f["a"].ENTER:return i&&i(r)||this.onSelect(r),e.preventDefault(),1;default:return}if(a!==r)return this.setValue(a),e.preventDefault(),1},handlePanelChange:function(e,t){"date"!==t&&this.setState({mode:t})}},render:function(){var e=arguments[0],t=this.mode,n=this.sValue,r=this.$props,i=this.$scopedSlots,a=r.prefixCls,o=r.locale,s=r.disabledDate,c=this.monthCellRender||i.monthCellRender,l=this.monthCellContentRender||i.monthCellContentRender,u=this.renderFooter||i.renderFooter,h=e("div",{class:a+"-month-calendar-content"},[e("div",{class:a+"-month-header-wrap"},[e(fe,{attrs:{prefixCls:a,mode:t,value:n,locale:o,disabledMonth:s,monthCellRender:c,monthCellContentRender:l},on:{monthSelect:this.onSelect,valueChange:this.setValue,panelChange:this.handlePanelChange}})]),e(Me,{attrs:{prefixCls:a,renderFooter:u}})]);return this.renderRoot({class:r.prefixCls+"-month-calendar",children:h})}},Ue=We,qe=n("3eea"),Ke=n.n(qe),Ge=n("3f50"),Xe={adjustX:1,adjustY:1},Je=[0,0],Ze={bottomLeft:{points:["tl","tl"],overflow:Xe,offset:[0,-3],targetOffset:Je},bottomRight:{points:["tr","tr"],overflow:Xe,offset:[0,-3],targetOffset:Je},topRight:{points:["br","br"],overflow:Xe,offset:[0,3],targetOffset:Je},topLeft:{points:["bl","bl"],overflow:Xe,offset:[0,3],targetOffset:Je}},Qe=Ze,et=n("8496"),tt=n("2768"),nt=n.n(tt),rt={validator:function(e){return Array.isArray(e)?0===e.length||-1===e.findIndex((function(e){return!nt()(e)&&!p.a.isMoment(e)})):nt()(e)||p.a.isMoment(e)}},it={name:"Picker",props:{animation:c["a"].oneOfType([c["a"].func,c["a"].string]),disabled:c["a"].bool,transitionName:c["a"].string,format:c["a"].oneOfType([c["a"].string,c["a"].array,c["a"].func]),children:c["a"].func,getCalendarContainer:c["a"].func,calendar:c["a"].any,open:c["a"].bool,defaultOpen:c["a"].bool.def(!1),prefixCls:c["a"].string.def("rc-calendar-picker"),placement:c["a"].any.def("bottomLeft"),value:rt,defaultValue:rt,align:c["a"].object.def((function(){return{}})),dropdownClassName:c["a"].string,dateRender:c["a"].func},mixins:[l["a"]],data:function(){var e=this.$props,t=void 0;t=Object(u["r"])(this,"open")?e.open:e.defaultOpen;var n=e.value||e.defaultValue;return{sOpen:t,sValue:n}},watch:{value:function(e){this.setState({sValue:e})},open:function(e){this.setState({sOpen:e})}},mounted:function(){this.preSOpen=this.sOpen},updated:function(){!this.preSOpen&&this.sOpen&&(this.focusTimeout=setTimeout(this.focusCalendar,0)),this.preSOpen=this.sOpen},beforeDestroy:function(){clearTimeout(this.focusTimeout)},methods:{onCalendarKeyDown:function(e){e.keyCode===f["a"].ESC&&(e.stopPropagation(),this.closeCalendar(this.focus))},onCalendarSelect:function(e){var t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{},n=this.$props;Object(u["r"])(this,"value")||this.setState({sValue:e});var r=Object(u["k"])(n.calendar);("keyboard"===t.source||"dateInputSelect"===t.source||!r.timePicker&&"dateInput"!==t.source||"todayButton"===t.source)&&this.closeCalendar(this.focus),this.__emit("change",e)},onKeyDown:function(e){this.sOpen||e.keyCode!==f["a"].DOWN&&e.keyCode!==f["a"].ENTER||(this.openCalendar(),e.preventDefault())},onCalendarOk:function(){this.closeCalendar(this.focus)},onCalendarClear:function(){this.closeCalendar(this.focus)},onCalendarBlur:function(){this.setOpen(!1)},onVisibleChange:function(e){this.setOpen(e)},getCalendarElement:function(){var e=this.$props,t=Object(u["k"])(e.calendar),n=Object(u["h"])(e.calendar),r=this.sValue,i=r,a={ref:"calendarInstance",props:{defaultValue:i||t.defaultValue,selectedValue:r},on:{keydown:this.onCalendarKeyDown,ok:Object(Ge["a"])(n.ok,this.onCalendarOk),select:Object(Ge["a"])(n.select,this.onCalendarSelect),clear:Object(Ge["a"])(n.clear,this.onCalendarClear),blur:Object(Ge["a"])(n.blur,this.onCalendarBlur)}};return Object(h["a"])(e.calendar,a)},setOpen:function(e,t){this.sOpen!==e&&(Object(u["r"])(this,"open")||this.setState({sOpen:e},t),this.__emit("openChange",e))},openCalendar:function(e){this.setOpen(!0,e)},closeCalendar:function(e){this.setOpen(!1,e)},focus:function(){this.sOpen||this.$el.focus()},focusCalendar:function(){this.sOpen&&this.calendarInstance&&this.calendarInstance.componentInstance&&this.calendarInstance.componentInstance.focus()}},render:function(){var e=arguments[0],t=Object(u["k"])(this),n=Object(u["p"])(this),r=t.prefixCls,i=t.placement,a=t.getCalendarContainer,o=t.align,s=t.animation,c=t.disabled,l=t.dropdownClassName,f=t.transitionName,d=this.sValue,p=this.sOpen,m=this.$scopedSlots["default"],v={value:d,open:p};return!this.sOpen&&this.calendarInstance||(this.calendarInstance=this.getCalendarElement()),e(et["a"],{attrs:{popupAlign:o,builtinPlacements:Qe,popupPlacement:i,action:c&&!p?[]:["click"],destroyPopupOnHide:!0,getPopupContainer:a,popupStyle:n,popupAnimation:s,popupTransitionName:f,popupVisible:p,prefixCls:r,popupClassName:l},on:{popupVisibleChange:this.onVisibleChange}},[e("template",{slot:"popup"},[this.calendarInstance]),Object(h["a"])(m(v,t),{on:{keydown:this.onKeyDown}})])}},at=it,ot=n("0c63"),st=n("4df5"),ct=n("2cf8");function lt(e,t){if(!e)return"";if(Array.isArray(t)&&(t=t[0]),"function"===typeof t){var n=t(e);if("string"===typeof n)return n;throw new Error("The function of format does not return a string")}return e.format(t)}function ut(){}function ht(e,t){return{props:Object(u["s"])(t,{allowClear:!0,showToday:!0}),mixins:[l["a"]],model:{prop:"value",event:"change"},inject:{configProvider:{default:function(){return st["a"]}}},data:function(){var e=this.value||this.defaultValue;if(e&&!Object(ct["a"])(d).isMoment(e))throw new Error("The value/defaultValue of DatePicker or MonthPicker must be a moment object");return{sValue:e,showDate:e,_open:!!this.open}},watch:{open:function(e){var t=Object(u["k"])(this),n={};n._open=e,"value"in t&&!e&&t.value!==this.showDate&&(n.showDate=t.value),this.setState(n)},value:function(e){var t={};t.sValue=e,e!==this.sValue&&(t.showDate=e),this.setState(t)},_open:function(e,t){var n=this;this.$nextTick((function(){Object(u["r"])(n,"open")||!t||e||n.focus()}))}},methods:{clearSelection:function(e){e.preventDefault(),e.stopPropagation(),this.handleChange(null)},handleChange:function(e){Object(u["r"])(this,"value")||this.setState({sValue:e,showDate:e}),this.$emit("change",e,lt(e,this.format))},handleCalendarChange:function(e){this.setState({showDate:e})},handleOpenChange:function(e){var t=Object(u["k"])(this);"open"in t||this.setState({_open:e}),this.$emit("openChange",e)},focus:function(){this.$refs.input.focus()},blur:function(){this.$refs.input.blur()},renderFooter:function(){var e=this.$createElement,t=this.$scopedSlots,n=this.$slots,r=this._prefixCls,i=this.renderExtraFooter||t.renderExtraFooter||n.renderExtraFooter;return i?e("div",{class:r+"-footer-extra"},["function"===typeof i?i.apply(void 0,arguments):i]):null},onMouseEnter:function(e){this.$emit("mouseenter",e)},onMouseLeave:function(e){this.$emit("mouseleave",e)}},render:function(){var t,n=this,r=arguments[0],a=this.$scopedSlots,o=this.$data,s=o.sValue,c=o.showDate,l=o._open,f=Object(u["f"])(this,"suffixIcon");f=Array.isArray(f)?f[0]:f;var p=Object(u["j"])(this),m=p.panelChange,v=void 0===m?ut:m,g=p.focus,y=void 0===g?ut:g,w=p.blur,M=void 0===w?ut:w,x=p.ok,S=void 0===x?ut:x,k=Object(u["k"])(this),C=k.prefixCls,L=k.locale,T=k.localeCode,O=k.inputReadOnly,z=this.configProvider.getPrefixCls,D=z("calendar",C);this._prefixCls=D;var j=k.dateRender||a.dateRender,H=k.monthCellContentRender||a.monthCellContentRender,E="placeholder"in k?k.placeholder:L.lang.placeholder,A=k.showTime?k.disabledTime:null,P=_()((t={},b()(t,D+"-time",k.showTime),b()(t,D+"-month",Ue===e),t));s&&T&&s.locale(T);var Y={props:{},on:{}},V={props:{},on:{}},I={};k.showTime?(V.on.select=this.handleChange,I.minWidth="195px"):Y.on.change=this.handleChange,"mode"in k&&(V.props.mode=k.mode);var F=Object(u["w"])(V,{props:{disabledDate:k.disabledDate,disabledTime:A,locale:L.lang,timePicker:k.timePicker,defaultValue:k.defaultPickerValue||Object(ct["a"])(d)(),dateInputPlaceholder:E,prefixCls:D,dateRender:j,format:k.format,showToday:k.showToday,monthCellContentRender:H,renderFooter:this.renderFooter,value:c,inputReadOnly:O},on:{ok:S,panelChange:v,change:this.handleCalendarChange},class:P,scopedSlots:a}),R=r(e,F),N=!k.disabled&&k.allowClear&&s?r(ot["a"],{attrs:{type:"close-circle",theme:"filled"},class:D+"-picker-clear",on:{click:this.clearSelection}}):null,B=f&&(Object(u["v"])(f)?Object(h["a"])(f,{class:D+"-picker-icon"}):r("span",{class:D+"-picker-icon"},[f]))||r(ot["a"],{attrs:{type:"calendar"},class:D+"-picker-icon"}),$=function(e){var t=e.value;return r("div",[r("input",{ref:"input",attrs:{disabled:k.disabled,readOnly:!0,placeholder:E,tabIndex:k.tabIndex,name:n.name},on:{focus:y,blur:M},domProps:{value:lt(t,n.format)},class:k.pickerInputClass}),N,B])},W={props:i()({},k,Y.props,{calendar:R,value:s,prefixCls:D+"-picker-container"}),on:i()({},Ke()(p,"change"),Y.on,{open:l,onOpenChange:this.handleOpenChange}),style:k.popupStyle,scopedSlots:i()({default:$},a)};return r("span",{class:k.pickerClass,style:I,on:{mouseenter:this.onMouseEnter,mouseleave:this.onMouseLeave}},[r(at,W)])}}}var ft={mixins:[l["a"]],props:{format:c["a"].string,prefixCls:c["a"].string,disabledDate:c["a"].func,placeholder:c["a"].string,clearText:c["a"].string,value:c["a"].object,inputReadOnly:c["a"].bool.def(!1),hourOptions:c["a"].array,minuteOptions:c["a"].array,secondOptions:c["a"].array,disabledHours:c["a"].func,disabledMinutes:c["a"].func,disabledSeconds:c["a"].func,allowEmpty:c["a"].bool,defaultOpenValue:c["a"].object,currentSelectPanel:c["a"].string,focusOnOpen:c["a"].bool,clearIcon:c["a"].any},data:function(){var e=this.value,t=this.format;return{str:e&&e.format(t)||"",invalid:!1}},mounted:function(){var e=this;if(this.focusOnOpen){var t=window.requestAnimationFrame||window.setTimeout;t((function(){e.$refs.input.focus(),e.$refs.input.select()}))}},watch:{value:function(e){var t=this;this.$nextTick((function(){t.setState({str:e&&e.format(t.format)||"",invalid:!1})}))}},methods:{onInputChange:function(e){var t=e.target,n=t.value,r=t.composing,i=this.str,a=void 0===i?"":i;if(!e.isComposing&&!r&&a!==n){this.setState({str:n});var o=this.format,s=this.hourOptions,c=this.minuteOptions,l=this.secondOptions,u=this.disabledHours,h=this.disabledMinutes,f=this.disabledSeconds,d=this.value;if(n){var m=this.getProtoValue().clone(),v=p()(n,o,!0);if(!v.isValid())return void this.setState({invalid:!0});if(m.hour(v.hour()).minute(v.minute()).second(v.second()),s.indexOf(m.hour())<0||c.indexOf(m.minute())<0||l.indexOf(m.second())<0)return void this.setState({invalid:!0});var g=u(),b=h(m.hour()),y=f(m.hour(),m.minute());if(g&&g.indexOf(m.hour())>=0||b&&b.indexOf(m.minute())>=0||y&&y.indexOf(m.second())>=0)return void this.setState({invalid:!0});if(d){if(d.hour()!==m.hour()||d.minute()!==m.minute()||d.second()!==m.second()){var _=d.clone();_.hour(m.hour()),_.minute(m.minute()),_.second(m.second()),this.__emit("change",_)}}else d!==m&&this.__emit("change",m)}else this.__emit("change",null);this.setState({invalid:!1})}},onKeyDown:function(e){27===e.keyCode&&this.__emit("esc"),this.__emit("keydown",e)},getProtoValue:function(){return this.value||this.defaultOpenValue},getInput:function(){var e=this.$createElement,t=this.prefixCls,n=this.placeholder,r=this.inputReadOnly,i=this.invalid,a=this.str,o=i?t+"-input-invalid":"";return e("input",pe()([{class:t+"-input "+o,ref:"input",on:{keydown:this.onKeyDown,input:this.onInputChange},domProps:{value:a},attrs:{placeholder:n,readOnly:!!r}},{directives:[{name:"ant-input"}]}]))}},render:function(){var e=arguments[0],t=this.prefixCls;return e("div",{class:t+"-input-wrap"},[this.getInput()])}},dt=ft,pt=n("c449"),mt=n.n(pt);function vt(){}var gt=function e(t,n,r){if(r<=0)mt()((function(){t.scrollTop=n}));else{var i=n-t.scrollTop,a=i/r*10;mt()((function(){t.scrollTop+=a,t.scrollTop!==n&&e(t,n,r-10)}))}},bt={mixins:[l["a"]],props:{prefixCls:c["a"].string,options:c["a"].array,selectedIndex:c["a"].number,type:c["a"].string},data:function(){return{active:!1}},mounted:function(){var e=this;this.$nextTick((function(){e.scrollToSelected(0)}))},watch:{selectedIndex:function(){var e=this;this.$nextTick((function(){e.scrollToSelected(120)}))}},methods:{onSelect:function(e){var t=this.type;this.__emit("select",t,e)},onEsc:function(e){this.__emit("esc",e)},getOptions:function(){var e=this,t=this.$createElement,n=this.options,r=this.selectedIndex,i=this.prefixCls;return n.map((function(n,a){var o,s=_()((o={},b()(o,i+"-select-option-selected",r===a),b()(o,i+"-select-option-disabled",n.disabled),o)),c=n.disabled?vt:function(){e.onSelect(n.value)},l=function(t){13===t.keyCode?c():27===t.keyCode&&e.onEsc()};return t("li",{attrs:{role:"button",disabled:n.disabled,tabIndex:"0"},on:{click:c,keydown:l},class:s,key:a},[n.value])}))},handleMouseEnter:function(e){this.setState({active:!0}),this.__emit("mouseenter",e)},handleMouseLeave:function(){this.setState({active:!1})},scrollToSelected:function(e){var t=this.$el,n=this.$refs.list;if(n){var r=this.selectedIndex;r<0&&(r=0);var i=n.children[r],a=i.offsetTop;gt(t,a,e)}}},render:function(){var e,t=arguments[0],n=this.prefixCls,r=this.options,i=this.active;if(0===r.length)return null;var a=(e={},b()(e,n+"-select",1),b()(e,n+"-select-active",i),e);return t("div",{class:a,on:{mouseenter:this.handleMouseEnter,mouseleave:this.handleMouseLeave}},[t("ul",{ref:"list"},[this.getOptions()])])}},yt=bt,_t=function(e,t){var n=""+e;e<10&&(n="0"+e);var r=!1;return t&&t.indexOf(e)>=0&&(r=!0),{value:n,disabled:r}},wt={mixins:[l["a"]],name:"Combobox",props:{format:c["a"].string,defaultOpenValue:c["a"].object,prefixCls:c["a"].string,value:c["a"].object,showHour:c["a"].bool,showMinute:c["a"].bool,showSecond:c["a"].bool,hourOptions:c["a"].array,minuteOptions:c["a"].array,secondOptions:c["a"].array,disabledHours:c["a"].func,disabledMinutes:c["a"].func,disabledSeconds:c["a"].func,use12Hours:c["a"].bool,isAM:c["a"].bool},methods:{onItemChange:function(e,t){var n=this.defaultOpenValue,r=this.use12Hours,i=this.value,a=this.isAM,o=(i||n).clone();if("hour"===e)r?a?o.hour(+t%12):o.hour(+t%12+12):o.hour(+t);else if("minute"===e)o.minute(+t);else if("ampm"===e){var s=t.toUpperCase();r&&("PM"===s&&o.hour()<12&&o.hour(o.hour()%12+12),"AM"===s&&o.hour()>=12&&o.hour(o.hour()-12)),this.__emit("amPmChange",s)}else o.second(+t);this.__emit("change",o)},onEnterSelectPanel:function(e){this.__emit("currentSelectPanelChange",e)},onEsc:function(e){this.__emit("esc",e)},getHourSelect:function(e){var t=this,n=this.$createElement,r=this.prefixCls,i=this.hourOptions,a=this.disabledHours,o=this.showHour,s=this.use12Hours;if(!o)return null;var c=a(),l=void 0,u=void 0;return s?(l=[12].concat(i.filter((function(e){return e<12&&e>0}))),u=e%12||12):(l=i,u=e),n(yt,{attrs:{prefixCls:r,options:l.map((function(e){return _t(e,c)})),selectedIndex:l.indexOf(u),type:"hour"},on:{select:this.onItemChange,mouseenter:function(){return t.onEnterSelectPanel("hour")},esc:this.onEsc}})},getMinuteSelect:function(e){var t=this,n=this.$createElement,r=this.prefixCls,i=this.minuteOptions,a=this.disabledMinutes,o=this.defaultOpenValue,s=this.showMinute,c=this.value;if(!s)return null;var l=c||o,u=a(l.hour());return n(yt,{attrs:{prefixCls:r,options:i.map((function(e){return _t(e,u)})),selectedIndex:i.indexOf(e),type:"minute"},on:{select:this.onItemChange,mouseenter:function(){return t.onEnterSelectPanel("minute")},esc:this.onEsc}})},getSecondSelect:function(e){var t=this,n=this.$createElement,r=this.prefixCls,i=this.secondOptions,a=this.disabledSeconds,o=this.showSecond,s=this.defaultOpenValue,c=this.value;if(!o)return null;var l=c||s,u=a(l.hour(),l.minute());return n(yt,{attrs:{prefixCls:r,options:i.map((function(e){return _t(e,u)})),selectedIndex:i.indexOf(e),type:"second"},on:{select:this.onItemChange,mouseenter:function(){return t.onEnterSelectPanel("second")},esc:this.onEsc}})},getAMPMSelect:function(){var e=this,t=this.$createElement,n=this.prefixCls,r=this.use12Hours,i=this.format,a=this.isAM;if(!r)return null;var o=["am","pm"].map((function(e){return i.match(/\sA/)?e.toUpperCase():e})).map((function(e){return{value:e}})),s=a?0:1;return t(yt,{attrs:{prefixCls:n,options:o,selectedIndex:s,type:"ampm"},on:{select:this.onItemChange,mouseenter:function(){return e.onEnterSelectPanel("ampm")},esc:this.onEsc}})}},render:function(){var e=arguments[0],t=this.prefixCls,n=this.defaultOpenValue,r=this.value,i=r||n;return e("div",{class:t+"-combobox"},[this.getHourSelect(i.hour()),this.getMinuteSelect(i.minute()),this.getSecondSelect(i.second()),this.getAMPMSelect(i.hour())])}},Mt=wt;function xt(){}function St(e,t,n){for(var r=arguments.length>3&&void 0!==arguments[3]?arguments[3]:1,i=[],a=0;a=0&&e.hour()<12}},render:function(){var e=arguments[0],t=this.prefixCls,n=this.placeholder,r=this.disabledMinutes,i=this.addon,a=this.disabledSeconds,o=this.hideDisabledOptions,s=this.showHour,c=this.showMinute,l=this.showSecond,h=this.format,f=this.defaultOpenValue,d=this.clearText,p=this.use12Hours,m=this.focusOnOpen,v=this.hourStep,g=this.minuteStep,b=this.secondStep,y=this.inputReadOnly,_=this.sValue,w=this.currentSelectPanel,M=Object(u["f"])(this,"clearIcon"),x=Object(u["j"])(this),S=x.esc,k=void 0===S?xt:S,C=x.keydown,L=void 0===C?xt:C,T=this.disabledHours2(),O=r(_?_.hour():null),z=a(_?_.hour():null,_?_.minute():null),D=St(24,T,o,v),j=St(60,O,o,g),H=St(60,z,o,b),E=kt(f,D,j,H);return e("div",{class:t+"-inner"},[e(dt,{attrs:{clearText:d,prefixCls:t,defaultOpenValue:E,value:_,currentSelectPanel:w,format:h,placeholder:n,hourOptions:D,minuteOptions:j,secondOptions:H,disabledHours:this.disabledHours2,disabledMinutes:r,disabledSeconds:a,focusOnOpen:m,inputReadOnly:y,clearIcon:M},on:{esc:k,change:this.onChange,keydown:L}}),e(Mt,{attrs:{prefixCls:t,value:_,defaultOpenValue:E,format:h,showHour:s,showMinute:c,showSecond:l,hourOptions:D,minuteOptions:j,secondOptions:H,disabledHours:this.disabledHours2,disabledMinutes:r,disabledSeconds:a,use12Hours:p,isAM:this.isAM()},on:{change:this.onChange,amPmChange:this.onAmPmChange,currentSelectPanelChange:this.onCurrentSelectPanelChange,esc:this.onEsc}}),i(this)])}},Lt=Ct,Tt=n("e5cd"),Ot=n("0464"),zt={adjustX:1,adjustY:1},Dt=[0,0],jt={bottomLeft:{points:["tl","tl"],overflow:zt,offset:[0,-3],targetOffset:Dt},bottomRight:{points:["tr","tr"],overflow:zt,offset:[0,-3],targetOffset:Dt},topRight:{points:["br","br"],overflow:zt,offset:[0,3],targetOffset:Dt},topLeft:{points:["bl","bl"],overflow:zt,offset:[0,3],targetOffset:Dt}},Ht=jt;function Et(){}var At={name:"VcTimePicker",mixins:[l["a"]],props:Object(u["s"])({prefixCls:c["a"].string,clearText:c["a"].string,value:c["a"].any,defaultOpenValue:{type:Object,default:function(){return p()()}},inputReadOnly:c["a"].bool,disabled:c["a"].bool,allowEmpty:c["a"].bool,defaultValue:c["a"].any,open:c["a"].bool,defaultOpen:c["a"].bool,align:c["a"].object,placement:c["a"].any,transitionName:c["a"].string,getPopupContainer:c["a"].func,placeholder:c["a"].string,format:c["a"].string,showHour:c["a"].bool,showMinute:c["a"].bool,showSecond:c["a"].bool,popupClassName:c["a"].string,popupStyle:c["a"].object,disabledHours:c["a"].func,disabledMinutes:c["a"].func,disabledSeconds:c["a"].func,hideDisabledOptions:c["a"].bool,name:c["a"].string,autoComplete:c["a"].string,use12Hours:c["a"].bool,hourStep:c["a"].number,minuteStep:c["a"].number,secondStep:c["a"].number,focusOnOpen:c["a"].bool,autoFocus:c["a"].bool,id:c["a"].string,inputIcon:c["a"].any,clearIcon:c["a"].any,addon:c["a"].func},{clearText:"clear",prefixCls:"rc-time-picker",defaultOpen:!1,inputReadOnly:!1,popupClassName:"",popupStyle:{},align:{},allowEmpty:!0,showHour:!0,showMinute:!0,showSecond:!0,disabledHours:Et,disabledMinutes:Et,disabledSeconds:Et,hideDisabledOptions:!1,placement:"bottomLeft",use12Hours:!1,focusOnOpen:!1}),data:function(){var e=this.defaultOpen,t=this.defaultValue,n=this.open,r=void 0===n?e:n,i=this.value,a=void 0===i?t:i;return{sOpen:r,sValue:a}},watch:{value:function(e){this.setState({sValue:e})},open:function(e){void 0!==e&&this.setState({sOpen:e})}},mounted:function(){var e=this;this.$nextTick((function(){e.autoFocus&&e.focus()}))},methods:{onPanelChange:function(e){this.setValue(e)},onAmPmChange:function(e){this.__emit("amPmChange",e)},onClear:function(e){e.stopPropagation(),this.setValue(null),this.setOpen(!1)},onVisibleChange:function(e){this.setOpen(e)},onEsc:function(){this.setOpen(!1),this.focus()},onKeyDown:function(e){40===e.keyCode&&this.setOpen(!0)},onKeyDown2:function(e){this.__emit("keydown",e)},setValue:function(e){Object(u["r"])(this,"value")||this.setState({sValue:e}),this.__emit("change",e)},getFormat:function(){var e=this.format,t=this.showHour,n=this.showMinute,r=this.showSecond,i=this.use12Hours;if(e)return e;if(i){var a=[t?"h":"",n?"mm":"",r?"ss":""].filter((function(e){return!!e})).join(":");return a.concat(" a")}return[t?"HH":"",n?"mm":"",r?"ss":""].filter((function(e){return!!e})).join(":")},getPanelElement:function(){var e=this.$createElement,t=this.prefixCls,n=this.placeholder,r=this.disabledHours,i=this.addon,a=this.disabledMinutes,o=this.disabledSeconds,s=this.hideDisabledOptions,c=this.inputReadOnly,l=this.showHour,h=this.showMinute,f=this.showSecond,d=this.defaultOpenValue,p=this.clearText,m=this.use12Hours,v=this.focusOnOpen,g=this.onKeyDown2,b=this.hourStep,y=this.minuteStep,_=this.secondStep,w=this.sValue,M=Object(u["f"])(this,"clearIcon");return e(Lt,{attrs:{clearText:p,prefixCls:t+"-panel",value:w,inputReadOnly:c,defaultOpenValue:d,showHour:l,showMinute:h,showSecond:f,format:this.getFormat(),placeholder:n,disabledHours:r,disabledMinutes:a,disabledSeconds:o,hideDisabledOptions:s,use12Hours:m,hourStep:b,minuteStep:y,secondStep:_,focusOnOpen:v,clearIcon:M,addon:i},ref:"panel",on:{change:this.onPanelChange,amPmChange:this.onAmPmChange,esc:this.onEsc,keydown:g}})},getPopupClassName:function(){var e=this.showHour,t=this.showMinute,n=this.showSecond,r=this.use12Hours,i=this.prefixCls,a=this.popupClassName,o=0;return e&&(o+=1),t&&(o+=1),n&&(o+=1),r&&(o+=1),_()(a,b()({},i+"-panel-narrow",(!e||!t||!n)&&!r),i+"-panel-column-"+o)},setOpen:function(e){this.sOpen!==e&&(Object(u["r"])(this,"open")||this.setState({sOpen:e}),e?this.__emit("open",{open:e}):this.__emit("close",{open:e}))},focus:function(){this.$refs.picker.focus()},blur:function(){this.$refs.picker.blur()},onFocus:function(e){this.__emit("focus",e)},onBlur:function(e){this.__emit("blur",e)},renderClearButton:function(){var e=this,t=this.$createElement,n=this.sValue,r=this.$props,i=r.prefixCls,a=r.allowEmpty,o=r.clearText,s=r.disabled;if(!a||!n||s)return null;var c=Object(u["f"])(this,"clearIcon");if(Object(u["v"])(c)){var l=Object(u["h"])(c)||{},f=l.click;return Object(h["a"])(c,{on:{click:function(){f&&f.apply(void 0,arguments),e.onClear.apply(e,arguments)}}})}return t("a",{attrs:{role:"button",title:o,tabIndex:0},class:i+"-clear",on:{click:this.onClear}},[c||t("i",{class:i+"-clear-icon"})])}},render:function(){var e=arguments[0],t=this.prefixCls,n=this.placeholder,r=this.placement,i=this.align,a=this.id,o=this.disabled,s=this.transitionName,c=this.getPopupContainer,l=this.name,h=this.autoComplete,f=this.autoFocus,d=this.inputReadOnly,p=this.sOpen,m=this.sValue,v=this.onFocus,g=this.onBlur,b=this.popupStyle,y=this.getPopupClassName(),_=Object(u["f"])(this,"inputIcon");return e(et["a"],{attrs:{prefixCls:t+"-panel",popupClassName:y,popupStyle:b,popupAlign:i,builtinPlacements:Ht,popupPlacement:r,action:o?[]:["click"],destroyPopupOnHide:!0,getPopupContainer:c,popupTransitionName:s,popupVisible:p},on:{popupVisibleChange:this.onVisibleChange}},[e("template",{slot:"popup"},[this.getPanelElement()]),e("span",{class:""+t},[e("input",{class:t+"-input",ref:"picker",attrs:{type:"text",placeholder:n,name:l,disabled:o,autoComplete:h,autoFocus:f,readOnly:!!d,id:a},on:{keydown:this.onKeyDown,focus:v,blur:g},domProps:{value:m&&m.format(this.getFormat())||""}}),_||e("span",{class:t+"-icon"}),this.renderClearButton()])])}},Pt=n("6a21"),Yt=n("01c2"),Vt=n("db14"),It={validator:function(e){return"string"===typeof e||nt()(e)||d["isMoment"](e)}},Ft={validator:function(e){return!!Array.isArray(e)&&(0===e.length||-1===e.findIndex((function(e){return"string"!==typeof e}))||-1===e.findIndex((function(e){return!nt()(e)&&!d["isMoment"](e)})))}},Rt={validator:function(e){return Array.isArray(e)?0===e.length||-1===e.findIndex((function(e){return"string"!==typeof e}))||-1===e.findIndex((function(e){return!nt()(e)&&!d["isMoment"](e)})):"string"===typeof e||nt()(e)||d["isMoment"](e)}};function Nt(e,t,n,r){var i=Array.isArray(t)?t:[t];i.forEach((function(t){t&&(r&&Object(Pt["a"])(Object(ct["a"])(d)(t,r).isValid(),e,"When set `valueFormat`, `"+n+"` should provides invalidate string time. 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t=this.$createElement,n=Object(u["f"])(this,"suffixIcon");n=Array.isArray(n)?n[0]:n;var r=n&&Object(u["v"])(n)&&Object(h["a"])(n,{class:e+"-clock-icon"})||t(ot["a"],{attrs:{type:"clock-circle"},class:e+"-clock-icon"});return t("span",{class:e+"-icon"},[r])},renderClearIcon:function(e){var t=this.$createElement,n=Object(u["f"])(this,"clearIcon"),r=e+"-clear";return n&&Object(u["v"])(n)?Object(h["a"])(n,{class:r}):t(ot["a"],{attrs:{type:"close-circle",theme:"filled"},class:r})},renderTimePicker:function(e){var t=this.$createElement,n=Object(u["k"])(this);n=Object(Ot["a"])(n,["defaultValue","suffixIcon","allowEmpty","allowClear"]);var r=n,a=r.prefixCls,o=r.getPopupContainer,s=r.placeholder,c=r.size,l=this.configProvider.getPrefixCls,h=l("time-picker",a),f=this.getDefaultFormat(),d=b()({},h+"-"+c,!!c),p=Object(u["f"])(this,"addon",{},!1),m=function(e){return p?t("div",{class:h+"-panel-addon"},["function"===typeof p?p(e):p]):null},v=this.renderInputIcon(h),g=this.renderClearIcon(h),y=this.configProvider.getPopupContainer,_={props:i()({},Wt(f),n,{allowEmpty:this.getAllowClear(),prefixCls:h,getPopupContainer:o||y,format:f,value:this.sValue,placeholder:void 0===s?e.placeholder:s,addon:m,inputIcon:v,clearIcon:g}),class:d,ref:"timePicker",on:i()({},Object(u["j"])(this),{change:this.handleChange,open:this.handleOpenClose,close:this.handleOpenClose})};return t(At,_)}},render:function(){var e=arguments[0];return e(Tt["a"],{attrs:{componentName:"TimePicker",defaultLocale:this.getDefaultLocale()},scopedSlots:{default:this.renderTimePicker}})},install:function(e){e.use(Vt["a"]),e.component(qt.name,qt)}},Kt=n("b4a0"),Gt={date:"YYYY-MM-DD",dateTime:"YYYY-MM-DD HH:mm:ss",week:"gggg-wo",month:"YYYY-MM"},Xt={date:"dateFormat",dateTime:"dateTimeFormat",week:"weekFormat",month:"monthFormat"};function Jt(e){var t=e.showHour,n=e.showMinute,r=e.showSecond,i=e.use12Hours,a=0;return t&&(a+=1),n&&(a+=1),r&&(a+=1),i&&(a+=1),a}function Zt(e,t,n){return{name:e.name,props:Object(u["s"])(t,{transitionName:"slide-up",popupStyle:{},locale:{}}),model:{prop:"value",event:"change"},inject:{configProvider:{default:function(){return st["a"]}}},provide:function(){return{savePopupRef:this.savePopupRef}},mounted:function(){var e=this,t=this.autoFocus,n=this.disabled,r=this.value,i=this.defaultValue,a=this.valueFormat;Nt("DatePicker",i,"defaultValue",a),Nt("DatePicker",r,"value",a),t&&!n&&this.$nextTick((function(){e.focus()}))},watch:{value:function(e){Nt("DatePicker",e,"value",this.valueFormat)}},methods:{getDefaultLocale:function(){var e=i()({},Kt["a"],this.locale);return e.lang=i()({},e.lang,(this.locale||{}).lang),e},savePopupRef:function(e){this.popupRef=e},handleOpenChange:function(e){this.$emit("openChange",e)},handleFocus:function(e){this.$emit("focus",e)},handleBlur:function(e){this.$emit("blur",e)},handleMouseEnter:function(e){this.$emit("mouseenter",e)},handleMouseLeave:function(e){this.$emit("mouseleave",e)},handleChange:function(e,t){this.$emit("change",this.valueFormat?$t(e,this.valueFormat):e,t)},handleOk:function(e){this.$emit("ok",this.valueFormat?$t(e,this.valueFormat):e)},handleCalendarChange:function(e,t){this.$emit("calendarChange",this.valueFormat?$t(e,this.valueFormat):e,t)},focus:function(){this.$refs.picker.focus()},blur:function(){this.$refs.picker.blur()},transformValue:function(e){"value"in e&&(e.value=Bt(e.value,this.valueFormat)),"defaultValue"in e&&(e.defaultValue=Bt(e.defaultValue,this.valueFormat)),"defaultPickerValue"in e&&(e.defaultPickerValue=Bt(e.defaultPickerValue,this.valueFormat))},renderPicker:function(t,r){var a,o=this,s=this.$createElement,c=Object(u["k"])(this);this.transformValue(c);var l=c.prefixCls,h=c.inputPrefixCls,f=c.getCalendarContainer,d=c.size,p=c.showTime,m=c.disabled,v=c.format,g=p?n+"Time":n,y=v||t[Xt[g]]||Gt[g],w=this.configProvider,M=w.getPrefixCls,x=w.getPopupContainer,S=f||x,k=M("calendar",l),C=M("input",h),L=_()(k+"-picker",b()({},k+"-picker-"+d,!!d)),T=_()(k+"-picker-input",C,(a={},b()(a,C+"-lg","large"===d),b()(a,C+"-sm","small"===d),b()(a,C+"-disabled",m),a)),O=p&&p.format||"HH:mm:ss",z=i()({},Wt(O),{format:O,use12Hours:p&&p.use12Hours}),D=Jt(z),j=k+"-time-picker-column-"+D,H={props:i()({},z,p,{prefixCls:k+"-time-picker",placeholder:t.timePickerLocale.placeholder,transitionName:"slide-up"}),class:j,on:{esc:function(){}}},E=p?s(Lt,H):null,A={props:i()({},c,{getCalendarContainer:S,format:y,pickerClass:L,pickerInputClass:T,locale:t,localeCode:r,timePicker:E}),on:i()({},Object(u["j"])(this),{openChange:this.handleOpenChange,focus:this.handleFocus,blur:this.handleBlur,mouseenter:this.handleMouseEnter,mouseleave:this.handleMouseLeave,change:this.handleChange,ok:this.handleOk,calendarChange:this.handleCalendarChange}),ref:"picker",scopedSlots:this.$scopedSlots||{}};return s(e,A,[this.$slots&&Object.keys(this.$slots).map((function(e){return s("template",{slot:e,key:e},[o.$slots[e]])}))])}},render:function(){var e=arguments[0];return e(Tt["a"],{attrs:{componentName:"DatePicker",defaultLocale:this.getDefaultLocale},scopedSlots:{default:this.renderPicker}})}}}var Qt=n("b24f"),en=n.n(Qt),tn=n("9b57"),nn=n.n(tn);function rn(){}var an={mixins:[l["a"]],props:{prefixCls:c["a"].string,value:c["a"].any,hoverValue:c["a"].any,selectedValue:c["a"].any,direction:c["a"].any,locale:c["a"].any,showDateInput:c["a"].bool,showTimePicker:c["a"].bool,showWeekNumber:c["a"].bool,format:c["a"].any,placeholder:c["a"].any,disabledDate:c["a"].any,timePicker:c["a"].any,disabledTime:c["a"].any,disabledMonth:c["a"].any,mode:c["a"].any,timePickerDisabledTime:c["a"].object,enableNext:c["a"].any,enablePrev:c["a"].any,clearIcon:c["a"].any,dateRender:c["a"].func,inputMode:c["a"].string,inputReadOnly:c["a"].bool},render:function(){var e=arguments[0],t=this.$props,n=t.prefixCls,r=t.value,a=t.hoverValue,o=t.selectedValue,s=t.mode,c=t.direction,l=t.locale,f=t.format,d=t.placeholder,p=t.disabledDate,m=t.timePicker,v=t.disabledTime,g=t.timePickerDisabledTime,b=t.showTimePicker,y=t.enablePrev,_=t.enableNext,w=t.disabledMonth,M=t.showDateInput,x=t.dateRender,S=t.showWeekNumber,k=t.showClear,C=t.inputMode,T=t.inputReadOnly,O=Object(u["f"])(this,"clearIcon"),z=Object(u["j"])(this),D=z.inputChange,j=void 0===D?rn:D,H=z.inputSelect,E=void 0===H?rn:H,A=z.valueChange,P=void 0===A?rn:A,Y=z.panelChange,V=void 0===Y?rn:Y,F=z.select,R=void 0===F?rn:F,N=z.dayHover,B=void 0===N?rn:N,$=b&&m,W=$&&v?L(o,v):null,U=n+"-range",q={locale:l,value:r,prefixCls:n,showTimePicker:b},K="left"===c?0:1,G=null;if($){var X=Object(u["k"])(m);G=Object(h["a"])(m,{props:i()({showHour:!0,showMinute:!0,showSecond:!0},X,W,g,{defaultOpenValue:r,value:o[K]}),on:{change:j}})}var J=M&&e(Ee,{attrs:{format:f,locale:l,prefixCls:n,timePicker:m,disabledDate:p,placeholder:d,disabledTime:v,value:r,showClear:k||!1,selectedValue:o[K],clearIcon:O,inputMode:C,inputReadOnly:T},on:{change:j,select:E}}),Z={props:i()({},q,{mode:s,enableNext:_,enablePrev:y,disabledMonth:w}),on:{valueChange:P,panelChange:V}},Q={props:i()({},q,{hoverValue:a,selectedValue:o,dateRender:x,disabledDate:p,showWeekNumber:S}),on:{select:R,dayHover:B}};return e("div",{class:U+"-part "+U+"-"+c},[J,e("div",{style:{outline:"none"}},[e(fe,Z),b?e("div",{class:n+"-time-picker"},[e("div",{class:n+"-time-picker-panel"},[G])]):null,e("div",{class:n+"-body"},[e(I,Q)])])])}},on=an;function sn(){}function cn(e){return Array.isArray(e)&&(0===e.length||e.every((function(e){return!e})))}function ln(e,t){if(e===t)return!0;if(null===e||"undefined"===typeof e||null===t||"undefined"===typeof t)return!1;if(e.length!==t.length)return!1;for(var n=0;n0&&(i[1-a]=this.sShowTimePicker?i[a]:void 0),this.__emit("inputSelect",i),this.fireSelectValueChange(i,null,n||{source:"dateInput"})}}var pn={props:{locale:c["a"].object.def(Ae["a"]),visible:c["a"].bool.def(!0),prefixCls:c["a"].string.def("rc-calendar"),dateInputPlaceholder:c["a"].any,seperator:c["a"].string.def("~"),defaultValue:c["a"].any,value:c["a"].any,hoverValue:c["a"].any,mode:c["a"].arrayOf(c["a"].oneOf(["time","date","month","year","decade"])),showDateInput:c["a"].bool.def(!0),timePicker:c["a"].any,showOk:c["a"].bool,showToday:c["a"].bool.def(!0),defaultSelectedValue:c["a"].array.def([]),selectedValue:c["a"].array,showClear:c["a"].bool,showWeekNumber:c["a"].bool,format:c["a"].oneOfType([c["a"].string,c["a"].arrayOf(c["a"].string),c["a"].func]),type:c["a"].any.def("both"),disabledDate:c["a"].func,disabledTime:c["a"].func.def(sn),renderFooter:c["a"].func.def((function(){return null})),renderSidebar:c["a"].func.def((function(){return null})),dateRender:c["a"].func,clearIcon:c["a"].any,inputReadOnly:c["a"].bool},mixins:[l["a"],Oe],data:function(){var e=this.$props,t=e.selectedValue||e.defaultSelectedValue,n=hn(e,1);return{sSelectedValue:t,prevSelectedValue:t,firstSelectedValue:null,sHoverValue:e.hoverValue||[],sValue:n,sShowTimePicker:!1,sMode:e.mode||["date","date"],sPanelTriggerSource:""}},watch:{value:function(){var e={};e.sValue=hn(this.$props,0),this.setState(e)},hoverValue:function(e){ln(this.sHoverValue,e)||this.setState({sHoverValue:e})},selectedValue:function(e){var t={};t.sSelectedValue=e,t.prevSelectedValue=e,this.setState(t)},mode:function(e){ln(this.sMode,e)||this.setState({sMode:e})}},methods:{onDatePanelEnter:function(){this.hasSelectedValue()&&this.fireHoverValueChange(this.sSelectedValue.concat())},onDatePanelLeave:function(){this.hasSelectedValue()&&this.fireHoverValueChange([])},onSelect:function(e){var t=this.type,n=this.sSelectedValue,r=this.prevSelectedValue,i=this.firstSelectedValue,a=void 0;if("both"===t)i?this.compare(i,e)<0?(C(r[1],e),a=[i,e]):(C(r[0],e),C(r[1],i),a=[e,i]):(C(r[0],e),a=[e]);else if("start"===t){C(r[0],e);var o=n[1];a=o&&this.compare(o,e)>0?[e,o]:[e]}else{var s=n[0];s&&this.compare(s,e)<=0?(C(r[1],e),a=[s,e]):(C(r[0],e),a=[e])}this.fireSelectValueChange(a)},onKeyDown:function(e){var t=this;if("input"!==e.target.nodeName.toLowerCase()){var n=e.keyCode,r=e.ctrlKey||e.metaKey,i=this.$data,a=i.sSelectedValue,o=i.sHoverValue,s=i.firstSelectedValue,c=i.sValue,l=this.$props.disabledDate,u=function(n){var r=void 0,i=void 0,l=void 0;if(s?1===o.length?(r=o[0].clone(),i=n(r),l=t.onDayHover(i)):(r=o[0].isSame(s,"day")?o[1]:o[0],i=n(r),l=t.onDayHover(i)):(r=o[0]||a[0]||c[0]||p()(),i=n(r),l=[i],t.fireHoverValueChange(l)),l.length>=2){var u=l.some((function(e){return!Ie(c,e,"month")}));if(u){var h=l.slice().sort((function(e,t){return e.valueOf()-t.valueOf()}));h[0].isSame(h[1],"month")&&(h[1]=h[0].clone().add(1,"month")),t.fireValueChange(h)}}else if(1===l.length){var f=c.findIndex((function(e){return e.isSame(r,"month")}));if(-1===f&&(f=0),c.every((function(e){return!e.isSame(i,"month")}))){var d=c.slice();d[f]=i.clone(),t.fireValueChange(d)}}return e.preventDefault(),i};switch(n){case f["a"].DOWN:return void u((function(e){return Ve(e,1,"weeks")}));case f["a"].UP:return void u((function(e){return Ve(e,-1,"weeks")}));case f["a"].LEFT:return void u(r?function(e){return Ve(e,-1,"years")}:function(e){return Ve(e,-1,"days")});case f["a"].RIGHT:return void u(r?function(e){return Ve(e,1,"years")}:function(e){return Ve(e,1,"days")});case f["a"].HOME:return void u((function(e){return Pe(e)}));case f["a"].END:return void u((function(e){return Ye(e)}));case f["a"].PAGE_DOWN:return void u((function(e){return Ve(e,1,"month")}));case f["a"].PAGE_UP:return void u((function(e){return Ve(e,-1,"month")}));case f["a"].ENTER:var h=void 0;return h=0===o.length?u((function(e){return e})):1===o.length?o[0]:o[0].isSame(s,"day")?o[1]:o[0],!h||l&&l(h)||this.onSelect(h),void e.preventDefault();default:this.__emit("keydown",e)}}},onDayHover:function(e){var t=[],n=this.sSelectedValue,r=this.firstSelectedValue,i=this.type;if("start"===i&&n[1])t=this.compare(e,n[1])<0?[e,n[1]]:[e];else if("end"===i&&n[0])t=this.compare(e,n[0])>0?[n[0],e]:[];else{if(!r)return this.sHoverValue.length&&this.setState({sHoverValue:[]}),t;t=this.compare(e,r)<0?[e,r]:[r,e]}return this.fireHoverValueChange(t),t},onToday:function(){var e=M(this.sValue[0]),t=e.clone().add(1,"months");this.setState({sValue:[e,t]})},onOpenTimePicker:function(){this.setState({sShowTimePicker:!0})},onCloseTimePicker:function(){this.setState({sShowTimePicker:!1})},onOk:function(){var e=this.sSelectedValue;this.isAllowedDateAndTime(e)&&this.__emit("ok",e)},onStartInputChange:function(){for(var e=arguments.length,t=Array(e),n=0;n-1},hasSelectedValue:function(){var e=this.sSelectedValue;return!!e[1]&&!!e[0]},compare:function(e,t){return this.timePicker?e.diff(t):e.diff(t,"days")},fireSelectValueChange:function(e,t,n){var r=this.timePicker,i=this.prevSelectedValue;if(r){var a=Object(u["k"])(r);if(a.defaultValue){var o=a.defaultValue;!i[0]&&e[0]&&C(o[0],e[0]),!i[1]&&e[1]&&C(o[1],e[1])}}if(!this.sSelectedValue[0]||!this.sSelectedValue[1]){var s=e[0]||p()(),c=e[1]||s.clone().add(1,"months");this.setState({sSelectedValue:e,sValue:e&&2===e.length?un([s,c]):this.sValue})}e[0]&&!e[1]&&(this.setState({firstSelectedValue:e[0]}),this.fireHoverValueChange(e.concat())),this.__emit("change",e),(t||e[0]&&e[1])&&(this.setState({prevSelectedValue:e,firstSelectedValue:null}),this.fireHoverValueChange([]),this.__emit("select",e,n)),Object(u["r"])(this,"selectedValue")||this.setState({sSelectedValue:e})},fireValueChange:function(e){Object(u["r"])(this,"value")||this.setState({sValue:e}),this.__emit("valueChange",e)},fireHoverValueChange:function(e){Object(u["r"])(this,"hoverValue")||this.setState({sHoverValue:e}),this.__emit("hoverChange",e)},clear:function(){this.fireSelectValueChange([],!0),this.__emit("clear")},disabledStartTime:function(e){return this.disabledTime(e,"start")},disabledEndTime:function(e){return this.disabledTime(e,"end")},disabledStartMonth:function(e){var t=this.sValue;return e.isAfter(t[1],"month")},disabledEndMonth:function(e){var t=this.sValue;return e.isBefore(t[0],"month")}},render:function(){var e,t,n=arguments[0],r=Object(u["k"])(this),i=r.prefixCls,a=r.dateInputPlaceholder,o=r.timePicker,s=r.showOk,c=r.locale,l=r.showClear,h=r.showToday,f=r.type,d=r.seperator,p=Object(u["f"])(this,"clearIcon"),m=this.sHoverValue,v=this.sSelectedValue,g=this.sMode,y=this.sShowTimePicker,_=this.sValue,w=(e={},b()(e,i,1),b()(e,i+"-hidden",!r.visible),b()(e,i+"-range",1),b()(e,i+"-show-time-picker",y),b()(e,i+"-week-number",r.showWeekNumber),e),x={props:r,on:Object(u["j"])(this)},S={props:{selectedValue:v},on:{select:this.onSelect,dayHover:"start"===f&&v[1]||"end"===f&&v[0]||m.length?this.onDayHover:sn}},k=void 0,C=void 0;if(a)if(Array.isArray(a)){var L=en()(a,2);k=L[0],C=L[1]}else k=C=a;var T=!0===s||!1!==s&&!!o,O=(t={},b()(t,i+"-footer",!0),b()(t,i+"-range-bottom",!0),b()(t,i+"-footer-show-ok",T),t),z=this.getStartValue(),D=this.getEndValue(),j=M(z),H=j.month(),E=j.year(),A=z.year()===E&&z.month()===H||D.year()===E&&D.month()===H,P=z.clone().add(1,"months"),Y=P.year()===D.year()&&P.month()===D.month(),V=Object(u["w"])(x,S,{props:{hoverValue:m,direction:"left",disabledTime:this.disabledStartTime,disabledMonth:this.disabledStartMonth,format:this.getFormat(),value:z,mode:g[0],placeholder:k,showDateInput:this.showDateInput,timePicker:o,showTimePicker:y||"time"===g[0],enablePrev:!0,enableNext:!Y||this.isMonthYearPanelShow(g[1]),clearIcon:p},on:{inputChange:this.onStartInputChange,inputSelect:this.onStartInputSelect,valueChange:this.onStartValueChange,panelChange:this.onStartPanelChange}}),I=Object(u["w"])(x,S,{props:{hoverValue:m,direction:"right",format:this.getFormat(),timePickerDisabledTime:this.getEndDisableTime(),placeholder:C,value:D,mode:g[1],showDateInput:this.showDateInput,timePicker:o,showTimePicker:y||"time"===g[1],disabledTime:this.disabledEndTime,disabledMonth:this.disabledEndMonth,enablePrev:!Y||this.isMonthYearPanelShow(g[0]),enableNext:!0,clearIcon:p},on:{inputChange:this.onEndInputChange,inputSelect:this.onEndInputSelect,valueChange:this.onEndValueChange,panelChange:this.onEndPanelChange}}),F=null;if(h){var R=Object(u["w"])(x,{props:{disabled:A,value:_[0],text:c.backToToday},on:{today:this.onToday}});F=n(ve,pe()([{key:"todayButton"},R]))}var N=null;if(r.timePicker){var B=Object(u["w"])(x,{props:{showTimePicker:y||"time"===g[0]&&"time"===g[1],timePickerDisabled:!this.hasSelectedValue()||m.length},on:{openTimePicker:this.onOpenTimePicker,closeTimePicker:this.onCloseTimePicker}});N=n(_e,pe()([{key:"timePickerButton"},B]))}var $=null;if(T){var W=Object(u["w"])(x,{props:{okDisabled:!this.isAllowedDateAndTime(v)||!this.hasSelectedValue()||m.length},on:{ok:this.onOk}});$=n(be,pe()([{key:"okButtonNode"},W]))}var U=this.renderFooter(g);return 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W=Array.isArray(r.placeholder)?r.placeholder[0]:H.lang.rangePlaceholder[0],U=Array.isArray(r.placeholder)?r.placeholder[1]:H.lang.rangePlaceholder[1],q=Object(u["w"])($,{props:{separator:P,format:A,prefixCls:I,renderFooter:this.renderFooter,timePicker:r.timePicker,disabledDate:T,disabledTime:O,dateInputPlaceholder:[W,U],locale:H.lang,dateRender:R,value:s,hoverValue:c,showToday:D,inputReadOnly:Y},on:{change:p,ok:v,valueChange:this.handleShowDateChange,hoverChange:this.handleHoverChange,panelChange:S,inputSelect:this.handleCalendarInputSelect},class:N,scopedSlots:h}),K=n(mn,q),G={};r.showTime&&(G.width="350px");var X=en()(o,2),J=X[0],Z=X[1],Q=!r.disabled&&r.allowClear&&o&&(J||Z)?n(ot["a"],{attrs:{type:"close-circle",theme:"filled"},class:I+"-picker-clear",on:{click:this.clearSelection}}):null,ee=n(kn,{attrs:{suffixIcon:a,prefixCls:I}}),te=function(e){var t=e.value,i=en()(t,2),a=i[0],o=i[1];return 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n&&e.year()===n.year()&&e.week()===n.week()?t("div",{class:r+"-selected-day"},[t("div",{class:r+"-date"},[o])]):t("div",{class:r+"-date"},[o])},handleChange:function(e){Object(u["r"])(this,"value")||this.setState({_value:e}),this.$emit("change",e,jn(e,this.format))},handleOpenChange:function(e){Object(u["r"])(this,"open")||this.setState({_open:e}),this.$emit("openChange",e)},clearSelection:function(e){e.preventDefault(),e.stopPropagation(),this.handleChange(null)},focus:function(){this.$refs.input.focus()},blur:function(){this.$refs.input.blur()},renderFooter:function(){var e=this.$createElement,t=this._prefixCls,n=this.$scopedSlots,r=this.renderExtraFooter||n.renderExtraFooter;return r?e("div",{class:t+"-footer-extra"},[r.apply(void 0,arguments)]):null}},render:function(){var e=arguments[0],t=Object(u["k"])(this),n=Object(u["f"])(this,"suffixIcon");n=Array.isArray(n)?n[0]:n;var 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moment.js locale configuration +var t=e.defineLocale("en-au",{months:"January_February_March_April_May_June_July_August_September_October_November_December".split("_"),monthsShort:"Jan_Feb_Mar_Apr_May_Jun_Jul_Aug_Sep_Oct_Nov_Dec".split("_"),weekdays:"Sunday_Monday_Tuesday_Wednesday_Thursday_Friday_Saturday".split("_"),weekdaysShort:"Sun_Mon_Tue_Wed_Thu_Fri_Sat".split("_"),weekdaysMin:"Su_Mo_Tu_We_Th_Fr_Sa".split("_"),longDateFormat:{LT:"h:mm A",LTS:"h:mm:ss A",L:"DD/MM/YYYY",LL:"D MMMM YYYY",LLL:"D MMMM YYYY h:mm A",LLLL:"dddd, D MMMM YYYY h:mm A"},calendar:{sameDay:"[Today at] LT",nextDay:"[Tomorrow at] LT",nextWeek:"dddd [at] LT",lastDay:"[Yesterday at] LT",lastWeek:"[Last] dddd [at] LT",sameElse:"L"},relativeTime:{future:"in %s",past:"%s ago",s:"a few seconds",ss:"%d seconds",m:"a minute",mm:"%d minutes",h:"an hour",hh:"%d hours",d:"a day",dd:"%d days",M:"a month",MM:"%d months",y:"a year",yy:"%d years"},dayOfMonthOrdinalParse:/\d{1,2}(st|nd|rd|th)/,ordinal:function(e){var t=e%10,n=1===~~(e%100/10)?"th":1===t?"st":2===t?"nd":3===t?"rd":"th";return e+n},week:{dow:1,doy:4}});return t}))},"0e81":function(e,t,n){(function(e,t){t(n("c1df"))})(0,(function(e){"use strict"; +//! moment.js locale configuration +var t={1:"'inci",5:"'inci",8:"'inci",70:"'inci",80:"'inci",2:"'nci",7:"'nci",20:"'nci",50:"'nci",3:"'üncü",4:"'üncü",100:"'üncü",6:"'ncı",9:"'uncu",10:"'uncu",30:"'uncu",60:"'ıncı",90:"'ıncı"},n=e.defineLocale("tr",{months:"Ocak_Şubat_Mart_Nisan_Mayıs_Haziran_Temmuz_Ağustos_Eylül_Ekim_Kasım_Aralık".split("_"),monthsShort:"Oca_Şub_Mar_Nis_May_Haz_Tem_Ağu_Eyl_Eki_Kas_Ara".split("_"),weekdays:"Pazar_Pazartesi_Salı_Çarşamba_Perşembe_Cuma_Cumartesi".split("_"),weekdaysShort:"Paz_Pts_Sal_Çar_Per_Cum_Cts".split("_"),weekdaysMin:"Pz_Pt_Sa_Ça_Pe_Cu_Ct".split("_"),longDateFormat:{LT:"HH:mm",LTS:"HH:mm:ss",L:"DD.MM.YYYY",LL:"D MMMM YYYY",LLL:"D MMMM YYYY HH:mm",LLLL:"dddd, D MMMM YYYY HH:mm"},calendar:{sameDay:"[bugün saat] LT",nextDay:"[yarın saat] LT",nextWeek:"[gelecek] dddd [saat] LT",lastDay:"[dün] LT",lastWeek:"[geçen] dddd [saat] LT",sameElse:"L"},relativeTime:{future:"%s sonra",past:"%s önce",s:"birkaç saniye",ss:"%d saniye",m:"bir dakika",mm:"%d dakika",h:"bir saat",hh:"%d saat",d:"bir gün",dd:"%d gün",M:"bir ay",MM:"%d ay",y:"bir yıl",yy:"%d yıl"},ordinal:function(e,n){switch(n){case"d":case"D":case"Do":case"DD":return e;default:if(0===e)return e+"'ıncı";var r=e%10,i=e%100-r,a=e>=100?100:null;return e+(t[r]||t[i]||t[a])}},week:{dow:1,doy:7}});return n}))},"0f0f":function(e,t,n){var r=n("8eeb"),i=n("9934");function a(e,t){return e&&r(t,i(t),e)}e.exports=a},"0f14":function(e,t,n){(function(e,t){t(n("c1df"))})(0,(function(e){"use strict"; +//! moment.js locale configuration +var t=e.defineLocale("da",{months:"januar_februar_marts_april_maj_juni_juli_august_september_oktober_november_december".split("_"),monthsShort:"jan_feb_mar_apr_maj_jun_jul_aug_sep_okt_nov_dec".split("_"),weekdays:"søndag_mandag_tirsdag_onsdag_torsdag_fredag_lørdag".split("_"),weekdaysShort:"søn_man_tir_ons_tor_fre_lør".split("_"),weekdaysMin:"sø_ma_ti_on_to_fr_lø".split("_"),longDateFormat:{LT:"HH:mm",LTS:"HH:mm:ss",L:"DD.MM.YYYY",LL:"D. 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moment.js locale configuration +var t=e.defineLocale("tl-ph",{months:"Enero_Pebrero_Marso_Abril_Mayo_Hunyo_Hulyo_Agosto_Setyembre_Oktubre_Nobyembre_Disyembre".split("_"),monthsShort:"Ene_Peb_Mar_Abr_May_Hun_Hul_Ago_Set_Okt_Nob_Dis".split("_"),weekdays:"Linggo_Lunes_Martes_Miyerkules_Huwebes_Biyernes_Sabado".split("_"),weekdaysShort:"Lin_Lun_Mar_Miy_Huw_Biy_Sab".split("_"),weekdaysMin:"Li_Lu_Ma_Mi_Hu_Bi_Sab".split("_"),longDateFormat:{LT:"HH:mm",LTS:"HH:mm:ss",L:"MM/D/YYYY",LL:"MMMM D, YYYY",LLL:"MMMM D, YYYY HH:mm",LLLL:"dddd, MMMM DD, YYYY HH:mm"},calendar:{sameDay:"LT [ngayong araw]",nextDay:"[Bukas ng] LT",nextWeek:"LT [sa susunod na] dddd",lastDay:"LT [kahapon]",lastWeek:"LT [noong nakaraang] dddd",sameElse:"L"},relativeTime:{future:"sa loob ng %s",past:"%s ang nakalipas",s:"ilang segundo",ss:"%d segundo",m:"isang minuto",mm:"%d minuto",h:"isang oras",hh:"%d oras",d:"isang araw",dd:"%d araw",M:"isang buwan",MM:"%d buwan",y:"isang taon",yy:"%d taon"},dayOfMonthOrdinalParse:/\d{1,2}/,ordinal:function(e){return e},week:{dow:1,doy:4}});return t}))},"0f5c":function(e,t,n){var r=n("159a");function i(e,t,n){return null==e?e:r(e,t,n)}e.exports=i},"0ff2":function(e,t,n){(function(e,t){t(n("c1df"))})(0,(function(e){"use strict"; +//! moment.js locale configuration +var t=e.defineLocale("eu",{months:"urtarrila_otsaila_martxoa_apirila_maiatza_ekaina_uztaila_abuztua_iraila_urria_azaroa_abendua".split("_"),monthsShort:"urt._ots._mar._api._mai._eka._uzt._abu._ira._urr._aza._abe.".split("_"),monthsParseExact:!0,weekdays:"igandea_astelehena_asteartea_asteazkena_osteguna_ostirala_larunbata".split("_"),weekdaysShort:"ig._al._ar._az._og._ol._lr.".split("_"),weekdaysMin:"ig_al_ar_az_og_ol_lr".split("_"),weekdaysParseExact:!0,longDateFormat:{LT:"HH:mm",LTS:"HH:mm:ss",L:"YYYY-MM-DD",LL:"YYYY[ko] MMMM[ren] D[a]",LLL:"YYYY[ko] MMMM[ren] D[a] HH:mm",LLLL:"dddd, YYYY[ko] MMMM[ren] D[a] HH:mm",l:"YYYY-M-D",ll:"YYYY[ko] MMM D[a]",lll:"YYYY[ko] MMM D[a] HH:mm",llll:"ddd, YYYY[ko] MMM D[a] HH:mm"},calendar:{sameDay:"[gaur] LT[etan]",nextDay:"[bihar] LT[etan]",nextWeek:"dddd LT[etan]",lastDay:"[atzo] LT[etan]",lastWeek:"[aurreko] dddd LT[etan]",sameElse:"L"},relativeTime:{future:"%s barru",past:"duela %s",s:"segundo batzuk",ss:"%d segundo",m:"minutu bat",mm:"%d minutu",h:"ordu bat",hh:"%d ordu",d:"egun bat",dd:"%d egun",M:"hilabete bat",MM:"%d hilabete",y:"urte bat",yy:"%d urte"},dayOfMonthOrdinalParse:/\d{1,2}\./,ordinal:"%d.",week:{dow:1,doy:7}});return t}))},1041:function(e,t,n){var r=n("8eeb"),i=n("a029");function a(e,t){return r(e,i(e),t)}e.exports=a},1098:function(e,t,n){"use strict";t.__esModule=!0;var r=n("17ed"),i=c(r),a=n("f893"),o=c(a),s="function"===typeof o.default&&"symbol"===typeof i.default?function(e){return typeof e}:function(e){return e&&"function"===typeof o.default&&e.constructor===o.default&&e!==o.default.prototype?"symbol":typeof e};function c(e){return e&&e.__esModule?e:{default:e}}t.default="function"===typeof o.default&&"symbol"===s(i.default)?function(e){return"undefined"===typeof e?"undefined":s(e)}:function(e){return e&&"function"===typeof o.default&&e.constructor===o.default&&e!==o.default.prototype?"symbol":"undefined"===typeof e?"undefined":s(e)}},"10b7":function(e,t,n){(function(t,r){e.exports=r(n("21bf"))})(0,(function(e){ +/** @preserve + (c) 2012 by Cédric Mesnil. All rights reserved. + + 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. + + 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 HOLDER 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. + */ +return function(t){var n=e,r=n.lib,i=r.WordArray,a=r.Hasher,o=n.algo,s=i.create([0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,7,4,13,1,10,6,15,3,12,0,9,5,2,14,11,8,3,10,14,4,9,15,8,1,2,7,0,6,13,11,5,12,1,9,11,10,0,8,12,4,13,3,7,15,14,5,6,2,4,0,5,9,7,12,2,10,14,1,3,8,11,6,15,13]),c=i.create([5,14,7,0,9,2,11,4,13,6,15,8,1,10,3,12,6,11,3,7,0,13,5,10,14,15,8,12,4,9,1,2,15,5,1,3,7,14,6,9,11,8,12,2,10,0,4,13,8,6,4,1,3,11,15,0,5,12,2,13,9,7,10,14,12,15,10,4,1,5,8,7,6,2,13,14,0,3,9,11]),l=i.create([11,14,15,12,5,8,7,9,11,13,14,15,6,7,9,8,7,6,8,13,11,9,7,15,7,12,15,9,11,7,13,12,11,13,6,7,14,9,13,15,14,8,13,6,5,12,7,5,11,12,14,15,14,15,9,8,9,14,5,6,8,6,5,12,9,15,5,11,6,8,13,12,5,12,13,14,11,8,5,6]),u=i.create([8,9,9,11,13,15,15,5,7,7,8,11,14,14,12,6,9,13,15,7,12,8,9,11,7,7,12,7,6,15,13,11,9,7,15,11,8,6,6,14,12,13,5,14,13,13,7,5,15,5,8,11,14,14,6,14,6,9,12,9,12,5,15,8,8,5,12,9,12,5,14,6,8,13,6,5,15,13,11,11]),h=i.create([0,1518500249,1859775393,2400959708,2840853838]),f=i.create([1352829926,1548603684,1836072691,2053994217,0]),d=o.RIPEMD160=a.extend({_doReset:function(){this._hash=i.create([1732584193,4023233417,2562383102,271733878,3285377520])},_doProcessBlock:function(e,t){for(var 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t=e.defineLocale("th",{months:"มกราคม_กุมภาพันธ์_มีนาคม_เมษายน_พฤษภาคม_มิถุนายน_กรกฎาคม_สิงหาคม_กันยายน_ตุลาคม_พฤศจิกายน_ธันวาคม".split("_"),monthsShort:"ม.ค._ก.พ._มี.ค._เม.ย._พ.ค._มิ.ย._ก.ค._ส.ค._ก.ย._ต.ค._พ.ย._ธ.ค.".split("_"),monthsParseExact:!0,weekdays:"อาทิตย์_จันทร์_อังคาร_พุธ_พฤหัสบดี_ศุกร์_เสาร์".split("_"),weekdaysShort:"อาทิตย์_จันทร์_อังคาร_พุธ_พฤหัส_ศุกร์_เสาร์".split("_"),weekdaysMin:"อา._จ._อ._พ._พฤ._ศ._ส.".split("_"),weekdaysParseExact:!0,longDateFormat:{LT:"H:mm",LTS:"H:mm:ss",L:"DD/MM/YYYY",LL:"D MMMM YYYY",LLL:"D MMMM YYYY เวลา H:mm",LLLL:"วันddddที่ D MMMM YYYY เวลา H:mm"},meridiemParse:/ก่อนเที่ยง|หลังเที่ยง/,isPM:function(e){return"หลังเที่ยง"===e},meridiem:function(e,t,n){return e<12?"ก่อนเที่ยง":"หลังเที่ยง"},calendar:{sameDay:"[วันนี้ เวลา] LT",nextDay:"[พรุ่งนี้ เวลา] LT",nextWeek:"dddd[หน้า เวลา] LT",lastDay:"[เมื่อวานนี้ เวลา] LT",lastWeek:"[วัน]dddd[ที่แล้ว เวลา] LT",sameElse:"L"},relativeTime:{future:"อีก %s",past:"%sที่แล้ว",s:"ไม่กี่วินาที",ss:"%d 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r=n("7e64"),i=n("8057"),a=n("32b3"),o=n("5b01"),s=n("0f0f"),c=n("e5383"),l=n("4359"),u=n("54eb"),h=n("1041"),f=n("a994"),d=n("1bac"),p=n("42a2"),m=n("c87c"),v=n("c2b6"),g=n("fa21"),b=n("6747"),y=n("0d24"),_=n("cc45"),w=n("1a8c"),M=n("d7ee"),x=n("ec69"),S=1,k=2,C=4,L="[object Arguments]",T="[object Array]",O="[object Boolean]",z="[object Date]",D="[object Error]",j="[object Function]",H="[object GeneratorFunction]",E="[object Map]",A="[object Number]",P="[object Object]",Y="[object RegExp]",V="[object Set]",I="[object String]",F="[object Symbol]",R="[object WeakMap]",N="[object ArrayBuffer]",B="[object DataView]",$="[object Float32Array]",W="[object Float64Array]",U="[object Int8Array]",q="[object Int16Array]",K="[object Int32Array]",G="[object Uint8Array]",X="[object Uint8ClampedArray]",J="[object Uint16Array]",Z="[object Uint32Array]",Q={};function ee(e,t,n,T,O,z){var D,E=t&S,A=t&k,Y=t&C;if(n&&(D=O?n(e,T,O,z):n(e)),void 0!==D)return D;if(!w(e))return e;var 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ge=(l+r|0)+((8191&i)<<13)|0;l=(a+(i>>>13)|0)+(ge>>>26)|0,ge&=67108863,r=Math.imul(g,R),i=Math.imul(g,N),i=i+Math.imul(b,R)|0,a=Math.imul(b,N),r=r+Math.imul(p,$)|0,i=i+Math.imul(p,W)|0,i=i+Math.imul(m,$)|0,a=a+Math.imul(m,W)|0,r=r+Math.imul(h,q)|0,i=i+Math.imul(h,K)|0,i=i+Math.imul(f,q)|0,a=a+Math.imul(f,K)|0;var be=(l+r|0)+((8191&i)<<13)|0;l=(a+(i>>>13)|0)+(be>>>26)|0,be&=67108863,r=Math.imul(_,R),i=Math.imul(_,N),i=i+Math.imul(w,R)|0,a=Math.imul(w,N),r=r+Math.imul(g,$)|0,i=i+Math.imul(g,W)|0,i=i+Math.imul(b,$)|0,a=a+Math.imul(b,W)|0,r=r+Math.imul(p,q)|0,i=i+Math.imul(p,K)|0,i=i+Math.imul(m,q)|0,a=a+Math.imul(m,K)|0,r=r+Math.imul(h,X)|0,i=i+Math.imul(h,J)|0,i=i+Math.imul(f,X)|0,a=a+Math.imul(f,J)|0;var ye=(l+r|0)+((8191&i)<<13)|0;l=(a+(i>>>13)|0)+(ye>>>26)|0,ye&=67108863,r=Math.imul(x,R),i=Math.imul(x,N),i=i+Math.imul(S,R)|0,a=Math.imul(S,N),r=r+Math.imul(_,$)|0,i=i+Math.imul(_,W)|0,i=i+Math.imul(w,$)|0,a=a+Math.imul(w,W)|0,r=r+Math.imul(g,q)|0,i=i+Math.imul(g,K)|0,i=i+Math.imul(b,q)|0,a=a+Math.imul(b,K)|0,r=r+Math.imul(p,X)|0,i=i+Math.imul(p,J)|0,i=i+Math.imul(m,X)|0,a=a+Math.imul(m,J)|0,r=r+Math.imul(h,Q)|0,i=i+Math.imul(h,ee)|0,i=i+Math.imul(f,Q)|0,a=a+Math.imul(f,ee)|0;var _e=(l+r|0)+((8191&i)<<13)|0;l=(a+(i>>>13)|0)+(_e>>>26)|0,_e&=67108863,r=Math.imul(C,R),i=Math.imul(C,N),i=i+Math.imul(L,R)|0,a=Math.imul(L,N),r=r+Math.imul(x,$)|0,i=i+Math.imul(x,W)|0,i=i+Math.imul(S,$)|0,a=a+Math.imul(S,W)|0,r=r+Math.imul(_,q)|0,i=i+Math.imul(_,K)|0,i=i+Math.imul(w,q)|0,a=a+Math.imul(w,K)|0,r=r+Math.imul(g,X)|0,i=i+Math.imul(g,J)|0,i=i+Math.imul(b,X)|0,a=a+Math.imul(b,J)|0,r=r+Math.imul(p,Q)|0,i=i+Math.imul(p,ee)|0,i=i+Math.imul(m,Q)|0,a=a+Math.imul(m,ee)|0,r=r+Math.imul(h,ne)|0,i=i+Math.imul(h,re)|0,i=i+Math.imul(f,ne)|0,a=a+Math.imul(f,re)|0;var we=(l+r|0)+((8191&i)<<13)|0;l=(a+(i>>>13)|0)+(we>>>26)|0,we&=67108863,r=Math.imul(O,R),i=Math.imul(O,N),i=i+Math.imul(z,R)|0,a=Math.imul(z,N),r=r+Math.imul(C,$)|0,i=i+Math.imul(C,W)|0,i=i+Math.imul(L,$)|0,a=a+Math.imul(L,W)|0,r=r+Math.imul(x,q)|0,i=i+Math.imul(x,K)|0,i=i+Math.imul(S,q)|0,a=a+Math.imul(S,K)|0,r=r+Math.imul(_,X)|0,i=i+Math.imul(_,J)|0,i=i+Math.imul(w,X)|0,a=a+Math.imul(w,J)|0,r=r+Math.imul(g,Q)|0,i=i+Math.imul(g,ee)|0,i=i+Math.imul(b,Q)|0,a=a+Math.imul(b,ee)|0,r=r+Math.imul(p,ne)|0,i=i+Math.imul(p,re)|0,i=i+Math.imul(m,ne)|0,a=a+Math.imul(m,re)|0,r=r+Math.imul(h,ae)|0,i=i+Math.imul(h,oe)|0,i=i+Math.imul(f,ae)|0,a=a+Math.imul(f,oe)|0;var Me=(l+r|0)+((8191&i)<<13)|0;l=(a+(i>>>13)|0)+(Me>>>26)|0,Me&=67108863,r=Math.imul(j,R),i=Math.imul(j,N),i=i+Math.imul(H,R)|0,a=Math.imul(H,N),r=r+Math.imul(O,$)|0,i=i+Math.imul(O,W)|0,i=i+Math.imul(z,$)|0,a=a+Math.imul(z,W)|0,r=r+Math.imul(C,q)|0,i=i+Math.imul(C,K)|0,i=i+Math.imul(L,q)|0,a=a+Math.imul(L,K)|0,r=r+Math.imul(x,X)|0,i=i+Math.imul(x,J)|0,i=i+Math.imul(S,X)|0,a=a+Math.imul(S,J)|0,r=r+Math.imul(_,Q)|0,i=i+Math.imul(_,ee)|0,i=i+Math.imul(w,Q)|0,a=a+Math.imul(w,ee)|0,r=r+Math.imul(g,ne)|0,i=i+Math.imul(g,re)|0,i=i+Math.imul(b,ne)|0,a=a+Math.imul(b,re)|0,r=r+Math.imul(p,ae)|0,i=i+Math.imul(p,oe)|0,i=i+Math.imul(m,ae)|0,a=a+Math.imul(m,oe)|0,r=r+Math.imul(h,ce)|0,i=i+Math.imul(h,le)|0,i=i+Math.imul(f,ce)|0,a=a+Math.imul(f,le)|0;var xe=(l+r|0)+((8191&i)<<13)|0;l=(a+(i>>>13)|0)+(xe>>>26)|0,xe&=67108863,r=Math.imul(A,R),i=Math.imul(A,N),i=i+Math.imul(P,R)|0,a=Math.imul(P,N),r=r+Math.imul(j,$)|0,i=i+Math.imul(j,W)|0,i=i+Math.imul(H,$)|0,a=a+Math.imul(H,W)|0,r=r+Math.imul(O,q)|0,i=i+Math.imul(O,K)|0,i=i+Math.imul(z,q)|0,a=a+Math.imul(z,K)|0,r=r+Math.imul(C,X)|0,i=i+Math.imul(C,J)|0,i=i+Math.imul(L,X)|0,a=a+Math.imul(L,J)|0,r=r+Math.imul(x,Q)|0,i=i+Math.imul(x,ee)|0,i=i+Math.imul(S,Q)|0,a=a+Math.imul(S,ee)|0,r=r+Math.imul(_,ne)|0,i=i+Math.imul(_,re)|0,i=i+Math.imul(w,ne)|0,a=a+Math.imul(w,re)|0,r=r+Math.imul(g,ae)|0,i=i+Math.imul(g,oe)|0,i=i+Math.imul(b,ae)|0,a=a+Math.imul(b,oe)|0,r=r+Math.imul(p,ce)|0,i=i+Math.imul(p,le)|0,i=i+Math.imul(m,ce)|0,a=a+Math.imul(m,le)|0,r=r+Math.imul(h,he)|0,i=i+Math.imul(h,fe)|0,i=i+Math.imul(f,he)|0,a=a+Math.imul(f,fe)|0;var Se=(l+r|0)+((8191&i)<<13)|0;l=(a+(i>>>13)|0)+(Se>>>26)|0,Se&=67108863,r=Math.imul(V,R),i=Math.imul(V,N),i=i+Math.imul(I,R)|0,a=Math.imul(I,N),r=r+Math.imul(A,$)|0,i=i+Math.imul(A,W)|0,i=i+Math.imul(P,$)|0,a=a+Math.imul(P,W)|0,r=r+Math.imul(j,q)|0,i=i+Math.imul(j,K)|0,i=i+Math.imul(H,q)|0,a=a+Math.imul(H,K)|0,r=r+Math.imul(O,X)|0,i=i+Math.imul(O,J)|0,i=i+Math.imul(z,X)|0,a=a+Math.imul(z,J)|0,r=r+Math.imul(C,Q)|0,i=i+Math.imul(C,ee)|0,i=i+Math.imul(L,Q)|0,a=a+Math.imul(L,ee)|0,r=r+Math.imul(x,ne)|0,i=i+Math.imul(x,re)|0,i=i+Math.imul(S,ne)|0,a=a+Math.imul(S,re)|0,r=r+Math.imul(_,ae)|0,i=i+Math.imul(_,oe)|0,i=i+Math.imul(w,ae)|0,a=a+Math.imul(w,oe)|0,r=r+Math.imul(g,ce)|0,i=i+Math.imul(g,le)|0,i=i+Math.imul(b,ce)|0,a=a+Math.imul(b,le)|0,r=r+Math.imul(p,he)|0,i=i+Math.imul(p,fe)|0,i=i+Math.imul(m,he)|0,a=a+Math.imul(m,fe)|0,r=r+Math.imul(h,pe)|0,i=i+Math.imul(h,me)|0,i=i+Math.imul(f,pe)|0,a=a+Math.imul(f,me)|0;var ke=(l+r|0)+((8191&i)<<13)|0;l=(a+(i>>>13)|0)+(ke>>>26)|0,ke&=67108863,r=Math.imul(V,$),i=Math.imul(V,W),i=i+Math.imul(I,$)|0,a=Math.imul(I,W),r=r+Math.imul(A,q)|0,i=i+Math.imul(A,K)|0,i=i+Math.imul(P,q)|0,a=a+Math.imul(P,K)|0,r=r+Math.imul(j,X)|0,i=i+Math.imul(j,J)|0,i=i+Math.imul(H,X)|0,a=a+Math.imul(H,J)|0,r=r+Math.imul(O,Q)|0,i=i+Math.imul(O,ee)|0,i=i+Math.imul(z,Q)|0,a=a+Math.imul(z,ee)|0,r=r+Math.imul(C,ne)|0,i=i+Math.imul(C,re)|0,i=i+Math.imul(L,ne)|0,a=a+Math.imul(L,re)|0,r=r+Math.imul(x,ae)|0,i=i+Math.imul(x,oe)|0,i=i+Math.imul(S,ae)|0,a=a+Math.imul(S,oe)|0,r=r+Math.imul(_,ce)|0,i=i+Math.imul(_,le)|0,i=i+Math.imul(w,ce)|0,a=a+Math.imul(w,le)|0,r=r+Math.imul(g,he)|0,i=i+Math.imul(g,fe)|0,i=i+Math.imul(b,he)|0,a=a+Math.imul(b,fe)|0,r=r+Math.imul(p,pe)|0,i=i+Math.imul(p,me)|0,i=i+Math.imul(m,pe)|0,a=a+Math.imul(m,me)|0;var Ce=(l+r|0)+((8191&i)<<13)|0;l=(a+(i>>>13)|0)+(Ce>>>26)|0,Ce&=67108863,r=Math.imul(V,q),i=Math.imul(V,K),i=i+Math.imul(I,q)|0,a=Math.imul(I,K),r=r+Math.imul(A,X)|0,i=i+Math.imul(A,J)|0,i=i+Math.imul(P,X)|0,a=a+Math.imul(P,J)|0,r=r+Math.imul(j,Q)|0,i=i+Math.imul(j,ee)|0,i=i+Math.imul(H,Q)|0,a=a+Math.imul(H,ee)|0,r=r+Math.imul(O,ne)|0,i=i+Math.imul(O,re)|0,i=i+Math.imul(z,ne)|0,a=a+Math.imul(z,re)|0,r=r+Math.imul(C,ae)|0,i=i+Math.imul(C,oe)|0,i=i+Math.imul(L,ae)|0,a=a+Math.imul(L,oe)|0,r=r+Math.imul(x,ce)|0,i=i+Math.imul(x,le)|0,i=i+Math.imul(S,ce)|0,a=a+Math.imul(S,le)|0,r=r+Math.imul(_,he)|0,i=i+Math.imul(_,fe)|0,i=i+Math.imul(w,he)|0,a=a+Math.imul(w,fe)|0,r=r+Math.imul(g,pe)|0,i=i+Math.imul(g,me)|0,i=i+Math.imul(b,pe)|0,a=a+Math.imul(b,me)|0;var Le=(l+r|0)+((8191&i)<<13)|0;l=(a+(i>>>13)|0)+(Le>>>26)|0,Le&=67108863,r=Math.imul(V,X),i=Math.imul(V,J),i=i+Math.imul(I,X)|0,a=Math.imul(I,J),r=r+Math.imul(A,Q)|0,i=i+Math.imul(A,ee)|0,i=i+Math.imul(P,Q)|0,a=a+Math.imul(P,ee)|0,r=r+Math.imul(j,ne)|0,i=i+Math.imul(j,re)|0,i=i+Math.imul(H,ne)|0,a=a+Math.imul(H,re)|0,r=r+Math.imul(O,ae)|0,i=i+Math.imul(O,oe)|0,i=i+Math.imul(z,ae)|0,a=a+Math.imul(z,oe)|0,r=r+Math.imul(C,ce)|0,i=i+Math.imul(C,le)|0,i=i+Math.imul(L,ce)|0,a=a+Math.imul(L,le)|0,r=r+Math.imul(x,he)|0,i=i+Math.imul(x,fe)|0,i=i+Math.imul(S,he)|0,a=a+Math.imul(S,fe)|0,r=r+Math.imul(_,pe)|0,i=i+Math.imul(_,me)|0,i=i+Math.imul(w,pe)|0,a=a+Math.imul(w,me)|0;var Te=(l+r|0)+((8191&i)<<13)|0;l=(a+(i>>>13)|0)+(Te>>>26)|0,Te&=67108863,r=Math.imul(V,Q),i=Math.imul(V,ee),i=i+Math.imul(I,Q)|0,a=Math.imul(I,ee),r=r+Math.imul(A,ne)|0,i=i+Math.imul(A,re)|0,i=i+Math.imul(P,ne)|0,a=a+Math.imul(P,re)|0,r=r+Math.imul(j,ae)|0,i=i+Math.imul(j,oe)|0,i=i+Math.imul(H,ae)|0,a=a+Math.imul(H,oe)|0,r=r+Math.imul(O,ce)|0,i=i+Math.imul(O,le)|0,i=i+Math.imul(z,ce)|0,a=a+Math.imul(z,le)|0,r=r+Math.imul(C,he)|0,i=i+Math.imul(C,fe)|0,i=i+Math.imul(L,he)|0,a=a+Math.imul(L,fe)|0,r=r+Math.imul(x,pe)|0,i=i+Math.imul(x,me)|0,i=i+Math.imul(S,pe)|0,a=a+Math.imul(S,me)|0;var Oe=(l+r|0)+((8191&i)<<13)|0;l=(a+(i>>>13)|0)+(Oe>>>26)|0,Oe&=67108863,r=Math.imul(V,ne),i=Math.imul(V,re),i=i+Math.imul(I,ne)|0,a=Math.imul(I,re),r=r+Math.imul(A,ae)|0,i=i+Math.imul(A,oe)|0,i=i+Math.imul(P,ae)|0,a=a+Math.imul(P,oe)|0,r=r+Math.imul(j,ce)|0,i=i+Math.imul(j,le)|0,i=i+Math.imul(H,ce)|0,a=a+Math.imul(H,le)|0,r=r+Math.imul(O,he)|0,i=i+Math.imul(O,fe)|0,i=i+Math.imul(z,he)|0,a=a+Math.imul(z,fe)|0,r=r+Math.imul(C,pe)|0,i=i+Math.imul(C,me)|0,i=i+Math.imul(L,pe)|0,a=a+Math.imul(L,me)|0;var ze=(l+r|0)+((8191&i)<<13)|0;l=(a+(i>>>13)|0)+(ze>>>26)|0,ze&=67108863,r=Math.imul(V,ae),i=Math.imul(V,oe),i=i+Math.imul(I,ae)|0,a=Math.imul(I,oe),r=r+Math.imul(A,ce)|0,i=i+Math.imul(A,le)|0,i=i+Math.imul(P,ce)|0,a=a+Math.imul(P,le)|0,r=r+Math.imul(j,he)|0,i=i+Math.imul(j,fe)|0,i=i+Math.imul(H,he)|0,a=a+Math.imul(H,fe)|0,r=r+Math.imul(O,pe)|0,i=i+Math.imul(O,me)|0,i=i+Math.imul(z,pe)|0,a=a+Math.imul(z,me)|0;var De=(l+r|0)+((8191&i)<<13)|0;l=(a+(i>>>13)|0)+(De>>>26)|0,De&=67108863,r=Math.imul(V,ce),i=Math.imul(V,le),i=i+Math.imul(I,ce)|0,a=Math.imul(I,le),r=r+Math.imul(A,he)|0,i=i+Math.imul(A,fe)|0,i=i+Math.imul(P,he)|0,a=a+Math.imul(P,fe)|0,r=r+Math.imul(j,pe)|0,i=i+Math.imul(j,me)|0,i=i+Math.imul(H,pe)|0,a=a+Math.imul(H,me)|0;var je=(l+r|0)+((8191&i)<<13)|0;l=(a+(i>>>13)|0)+(je>>>26)|0,je&=67108863,r=Math.imul(V,he),i=Math.imul(V,fe),i=i+Math.imul(I,he)|0,a=Math.imul(I,fe),r=r+Math.imul(A,pe)|0,i=i+Math.imul(A,me)|0,i=i+Math.imul(P,pe)|0,a=a+Math.imul(P,me)|0;var He=(l+r|0)+((8191&i)<<13)|0;l=(a+(i>>>13)|0)+(He>>>26)|0,He&=67108863,r=Math.imul(V,pe),i=Math.imul(V,me),i=i+Math.imul(I,pe)|0,a=Math.imul(I,me);var Ee=(l+r|0)+((8191&i)<<13)|0;return l=(a+(i>>>13)|0)+(Ee>>>26)|0,Ee&=67108863,c[0]=ve,c[1]=ge,c[2]=be,c[3]=ye,c[4]=_e,c[5]=we,c[6]=Me,c[7]=xe,c[8]=Se,c[9]=ke,c[10]=Ce,c[11]=Le,c[12]=Te,c[13]=Oe,c[14]=ze,c[15]=De,c[16]=je,c[17]=He,c[18]=Ee,0!==l&&(c[19]=l,n.length++),n};function m(e,t,n){n.negative=t.negative^e.negative,n.length=e.length+t.length;for(var r=0,i=0,a=0;a>>26)|0,i+=o>>>26,o&=67108863}n.words[a]=s,r=o,o=i}return 0!==r?n.words[a]=r:n.length--,n.strip()}function v(e,t,n){var r=new g;return r.mulp(e,t,n)}function g(e,t){this.x=e,this.y=t}Math.imul||(p=d),a.prototype.mulTo=function(e,t){var n,r=this.length+e.length;return n=10===this.length&&10===e.length?p(this,e,t):r<63?d(this,e,t):r<1024?m(this,e,t):v(this,e,t),n},g.prototype.makeRBT=function(e){for(var t=new Array(e),n=a.prototype._countBits(e)-1,r=0;r>=1;return r},g.prototype.permute=function(e,t,n,r,i,a){for(var o=0;o>>=1)i++;return 1<>>=13,n[2*o+1]=8191&a,a>>>=13;for(o=2*t;o>=26,t+=i/67108864|0,t+=a>>>26,this.words[n]=67108863&a}return 0!==t&&(this.words[n]=t,this.length++),this},a.prototype.muln=function(e){return this.clone().imuln(e)},a.prototype.sqr=function(){return this.mul(this)},a.prototype.isqr=function(){return this.imul(this.clone())},a.prototype.pow=function(e){var t=f(e);if(0===t.length)return new a(1);for(var n=this,r=0;r=0);var t,n=e%26,i=(e-n)/26,a=67108863>>>26-n<<26-n;if(0!==n){var o=0;for(t=0;t>>26-n}o&&(this.words[t]=o,this.length++)}if(0!==i){for(t=this.length-1;t>=0;t--)this.words[t+i]=this.words[t];for(t=0;t=0),i=t?(t-t%26)/26:0;var a=e%26,o=Math.min((e-a)/26,this.length),s=67108863^67108863>>>a<o)for(this.length-=o,l=0;l=0&&(0!==u||l>=i);l--){var h=0|this.words[l];this.words[l]=u<<26-a|h>>>a,u=h&s}return c&&0!==u&&(c.words[c.length++]=u),0===this.length&&(this.words[0]=0,this.length=1),this.strip()},a.prototype.ishrn=function(e,t,n){return r(0===this.negative),this.iushrn(e,t,n)},a.prototype.shln=function(e){return this.clone().ishln(e)},a.prototype.ushln=function(e){return this.clone().iushln(e)},a.prototype.shrn=function(e){return this.clone().ishrn(e)},a.prototype.ushrn=function(e){return this.clone().iushrn(e)},a.prototype.testn=function(e){r("number"===typeof e&&e>=0);var t=e%26,n=(e-t)/26,i=1<=0);var t=e%26,n=(e-t)/26;if(r(0===this.negative,"imaskn works only with positive numbers"),this.length<=n)return this;if(0!==t&&n++,this.length=Math.min(n,this.length),0!==t){var i=67108863^67108863>>>t<=67108864;t++)this.words[t]-=67108864,t===this.length-1?this.words[t+1]=1:this.words[t+1]++;return this.length=Math.max(this.length,t+1),this},a.prototype.isubn=function(e){if(r("number"===typeof e),r(e<67108864),e<0)return this.iaddn(-e);if(0!==this.negative)return this.negative=0,this.iaddn(e),this.negative=1,this;if(this.words[0]-=e,1===this.length&&this.words[0]<0)this.words[0]=-this.words[0],this.negative=1;else for(var t=0;t>26)-(c/67108864|0),this.words[i+n]=67108863&a}for(;i>26,this.words[i+n]=67108863&a;if(0===s)return this.strip();for(r(-1===s),s=0,i=0;i>26,this.words[i]=67108863&a;return this.negative=1,this.strip()},a.prototype._wordDiv=function(e,t){var n=this.length-e.length,r=this.clone(),i=e,o=0|i.words[i.length-1],s=this._countBits(o);n=26-s,0!==n&&(i=i.ushln(n),r.iushln(n),o=0|i.words[i.length-1]);var c,l=r.length-i.length;if("mod"!==t){c=new a(null),c.length=l+1,c.words=new Array(c.length);for(var u=0;u=0;f--){var d=67108864*(0|r.words[i.length+f])+(0|r.words[i.length+f-1]);d=Math.min(d/o|0,67108863),r._ishlnsubmul(i,d,f);while(0!==r.negative)d--,r.negative=0,r._ishlnsubmul(i,1,f),r.isZero()||(r.negative^=1);c&&(c.words[f]=d)}return c&&c.strip(),r.strip(),"div"!==t&&0!==n&&r.iushrn(n),{div:c||null,mod:r}},a.prototype.divmod=function(e,t,n){return r(!e.isZero()),this.isZero()?{div:new a(0),mod:new a(0)}:0!==this.negative&&0===e.negative?(s=this.neg().divmod(e,t),"mod"!==t&&(i=s.div.neg()),"div"!==t&&(o=s.mod.neg(),n&&0!==o.negative&&o.iadd(e)),{div:i,mod:o}):0===this.negative&&0!==e.negative?(s=this.divmod(e.neg(),t),"mod"!==t&&(i=s.div.neg()),{div:i,mod:s.mod}):0!==(this.negative&e.negative)?(s=this.neg().divmod(e.neg(),t),"div"!==t&&(o=s.mod.neg(),n&&0!==o.negative&&o.isub(e)),{div:s.div,mod:o}):e.length>this.length||this.cmp(e)<0?{div:new a(0),mod:this}:1===e.length?"div"===t?{div:this.divn(e.words[0]),mod:null}:"mod"===t?{div:null,mod:new a(this.modn(e.words[0]))}:{div:this.divn(e.words[0]),mod:new a(this.modn(e.words[0]))}:this._wordDiv(e,t);var i,o,s},a.prototype.div=function(e){return this.divmod(e,"div",!1).div},a.prototype.mod=function(e){return this.divmod(e,"mod",!1).mod},a.prototype.umod=function(e){return this.divmod(e,"mod",!0).mod},a.prototype.divRound=function(e){var t=this.divmod(e);if(t.mod.isZero())return t.div;var n=0!==t.div.negative?t.mod.isub(e):t.mod,r=e.ushrn(1),i=e.andln(1),a=n.cmp(r);return a<0||1===i&&0===a?t.div:0!==t.div.negative?t.div.isubn(1):t.div.iaddn(1)},a.prototype.modn=function(e){r(e<=67108863);for(var t=(1<<26)%e,n=0,i=this.length-1;i>=0;i--)n=(t*n+(0|this.words[i]))%e;return n},a.prototype.idivn=function(e){r(e<=67108863);for(var t=0,n=this.length-1;n>=0;n--){var i=(0|this.words[n])+67108864*t;this.words[n]=i/e|0,t=i%e}return this.strip()},a.prototype.divn=function(e){return this.clone().idivn(e)},a.prototype.egcd=function(e){r(0===e.negative),r(!e.isZero());var t=this,n=e.clone();t=0!==t.negative?t.umod(e):t.clone();var i=new a(1),o=new a(0),s=new a(0),c=new a(1),l=0;while(t.isEven()&&n.isEven())t.iushrn(1),n.iushrn(1),++l;var u=n.clone(),h=t.clone();while(!t.isZero()){for(var f=0,d=1;0===(t.words[0]&d)&&f<26;++f,d<<=1);if(f>0){t.iushrn(f);while(f-- >0)(i.isOdd()||o.isOdd())&&(i.iadd(u),o.isub(h)),i.iushrn(1),o.iushrn(1)}for(var p=0,m=1;0===(n.words[0]&m)&&p<26;++p,m<<=1);if(p>0){n.iushrn(p);while(p-- >0)(s.isOdd()||c.isOdd())&&(s.iadd(u),c.isub(h)),s.iushrn(1),c.iushrn(1)}t.cmp(n)>=0?(t.isub(n),i.isub(s),o.isub(c)):(n.isub(t),s.isub(i),c.isub(o))}return{a:s,b:c,gcd:n.iushln(l)}},a.prototype._invmp=function(e){r(0===e.negative),r(!e.isZero());var t=this,n=e.clone();t=0!==t.negative?t.umod(e):t.clone();var i,o=new a(1),s=new a(0),c=n.clone();while(t.cmpn(1)>0&&n.cmpn(1)>0){for(var l=0,u=1;0===(t.words[0]&u)&&l<26;++l,u<<=1);if(l>0){t.iushrn(l);while(l-- >0)o.isOdd()&&o.iadd(c),o.iushrn(1)}for(var h=0,f=1;0===(n.words[0]&f)&&h<26;++h,f<<=1);if(h>0){n.iushrn(h);while(h-- >0)s.isOdd()&&s.iadd(c),s.iushrn(1)}t.cmp(n)>=0?(t.isub(n),o.isub(s)):(n.isub(t),s.isub(o))}return i=0===t.cmpn(1)?o:s,i.cmpn(0)<0&&i.iadd(e),i},a.prototype.gcd=function(e){if(this.isZero())return e.abs();if(e.isZero())return this.abs();var t=this.clone(),n=e.clone();t.negative=0,n.negative=0;for(var r=0;t.isEven()&&n.isEven();r++)t.iushrn(1),n.iushrn(1);do{while(t.isEven())t.iushrn(1);while(n.isEven())n.iushrn(1);var i=t.cmp(n);if(i<0){var a=t;t=n,n=a}else if(0===i||0===n.cmpn(1))break;t.isub(n)}while(1);return n.iushln(r)},a.prototype.invm=function(e){return this.egcd(e).a.umod(e)},a.prototype.isEven=function(){return 0===(1&this.words[0])},a.prototype.isOdd=function(){return 1===(1&this.words[0])},a.prototype.andln=function(e){return this.words[0]&e},a.prototype.bincn=function(e){r("number"===typeof e);var t=e%26,n=(e-t)/26,i=1<>>26,s&=67108863,this.words[o]=s}return 0!==a&&(this.words[o]=a,this.length++),this},a.prototype.isZero=function(){return 1===this.length&&0===this.words[0]},a.prototype.cmpn=function(e){var t,n=e<0;if(0!==this.negative&&!n)return-1;if(0===this.negative&&n)return 1;if(this.strip(),this.length>1)t=1;else{n&&(e=-e),r(e<=67108863,"Number is too big");var i=0|this.words[0];t=i===e?0:ie.length)return 1;if(this.length=0;n--){var r=0|this.words[n],i=0|e.words[n];if(r!==i){ri&&(t=1);break}}return t},a.prototype.gtn=function(e){return 1===this.cmpn(e)},a.prototype.gt=function(e){return 1===this.cmp(e)},a.prototype.gten=function(e){return this.cmpn(e)>=0},a.prototype.gte=function(e){return this.cmp(e)>=0},a.prototype.ltn=function(e){return-1===this.cmpn(e)},a.prototype.lt=function(e){return-1===this.cmp(e)},a.prototype.lten=function(e){return this.cmpn(e)<=0},a.prototype.lte=function(e){return this.cmp(e)<=0},a.prototype.eqn=function(e){return 0===this.cmpn(e)},a.prototype.eq=function(e){return 0===this.cmp(e)},a.red=function(e){return new S(e)},a.prototype.toRed=function(e){return r(!this.red,"Already a number in reduction context"),r(0===this.negative,"red works only with positives"),e.convertTo(this)._forceRed(e)},a.prototype.fromRed=function(){return r(this.red,"fromRed works only with numbers in reduction context"),this.red.convertFrom(this)},a.prototype._forceRed=function(e){return this.red=e,this},a.prototype.forceRed=function(e){return r(!this.red,"Already a number in reduction context"),this._forceRed(e)},a.prototype.redAdd=function(e){return r(this.red,"redAdd works only with red numbers"),this.red.add(this,e)},a.prototype.redIAdd=function(e){return r(this.red,"redIAdd works only with red numbers"),this.red.iadd(this,e)},a.prototype.redSub=function(e){return r(this.red,"redSub works only with red numbers"),this.red.sub(this,e)},a.prototype.redISub=function(e){return r(this.red,"redISub works only with red numbers"),this.red.isub(this,e)},a.prototype.redShl=function(e){return r(this.red,"redShl works only with red numbers"),this.red.shl(this,e)},a.prototype.redMul=function(e){return r(this.red,"redMul works only with red numbers"),this.red._verify2(this,e),this.red.mul(this,e)},a.prototype.redIMul=function(e){return r(this.red,"redMul works only with red numbers"),this.red._verify2(this,e),this.red.imul(this,e)},a.prototype.redSqr=function(){return r(this.red,"redSqr works only with red numbers"),this.red._verify1(this),this.red.sqr(this)},a.prototype.redISqr=function(){return r(this.red,"redISqr works only with red numbers"),this.red._verify1(this),this.red.isqr(this)},a.prototype.redSqrt=function(){return r(this.red,"redSqrt works only with red numbers"),this.red._verify1(this),this.red.sqrt(this)},a.prototype.redInvm=function(){return r(this.red,"redInvm works only with red numbers"),this.red._verify1(this),this.red.invm(this)},a.prototype.redNeg=function(){return r(this.red,"redNeg works only with red numbers"),this.red._verify1(this),this.red.neg(this)},a.prototype.redPow=function(e){return r(this.red&&!e.red,"redPow(normalNum)"),this.red._verify1(this),this.red.pow(this,e)};var b={k256:null,p224:null,p192:null,p25519:null};function y(e,t){this.name=e,this.p=new a(t,16),this.n=this.p.bitLength(),this.k=new a(1).iushln(this.n).isub(this.p),this.tmp=this._tmp()}function _(){y.call(this,"k256","ffffffff ffffffff ffffffff ffffffff ffffffff ffffffff fffffffe fffffc2f")}function w(){y.call(this,"p224","ffffffff ffffffff ffffffff ffffffff 00000000 00000000 00000001")}function M(){y.call(this,"p192","ffffffff ffffffff ffffffff fffffffe ffffffff ffffffff")}function x(){y.call(this,"25519","7fffffffffffffff ffffffffffffffff ffffffffffffffff ffffffffffffffed")}function S(e){if("string"===typeof e){var t=a._prime(e);this.m=t.p,this.prime=t}else r(e.gtn(1),"modulus must be greater than 1"),this.m=e,this.prime=null}function k(e){S.call(this,e),this.shift=this.m.bitLength(),this.shift%26!==0&&(this.shift+=26-this.shift%26),this.r=new a(1).iushln(this.shift),this.r2=this.imod(this.r.sqr()),this.rinv=this.r._invmp(this.m),this.minv=this.rinv.mul(this.r).isubn(1).div(this.m),this.minv=this.minv.umod(this.r),this.minv=this.r.sub(this.minv)}y.prototype._tmp=function(){var e=new a(null);return e.words=new Array(Math.ceil(this.n/13)),e},y.prototype.ireduce=function(e){var t,n=e;do{this.split(n,this.tmp),n=this.imulK(n),n=n.iadd(this.tmp),t=n.bitLength()}while(t>this.n);var r=t0?n.isub(this.p):void 0!==n.strip?n.strip():n._strip(),n},y.prototype.split=function(e,t){e.iushrn(this.n,0,t)},y.prototype.imulK=function(e){return e.imul(this.k)},i(_,y),_.prototype.split=function(e,t){for(var n=4194303,r=Math.min(e.length,9),i=0;i>>22,a=o}a>>>=22,e.words[i-10]=a,0===a&&e.length>10?e.length-=10:e.length-=9},_.prototype.imulK=function(e){e.words[e.length]=0,e.words[e.length+1]=0,e.length+=2;for(var t=0,n=0;n>>=26,e.words[n]=i,t=r}return 0!==t&&(e.words[e.length++]=t),e},a._prime=function(e){if(b[e])return b[e];var t;if("k256"===e)t=new _;else if("p224"===e)t=new w;else if("p192"===e)t=new M;else{if("p25519"!==e)throw new Error("Unknown prime "+e);t=new x}return b[e]=t,t},S.prototype._verify1=function(e){r(0===e.negative,"red works only with positives"),r(e.red,"red works only with red numbers")},S.prototype._verify2=function(e,t){r(0===(e.negative|t.negative),"red 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this._verify2(e,t),this.imod(e.mul(t))},S.prototype.isqr=function(e){return this.imul(e,e.clone())},S.prototype.sqr=function(e){return this.mul(e,e)},S.prototype.sqrt=function(e){if(e.isZero())return e.clone();var t=this.m.andln(3);if(r(t%2===1),3===t){var n=this.m.add(new a(1)).iushrn(2);return this.pow(e,n)}var i=this.m.subn(1),o=0;while(!i.isZero()&&0===i.andln(1))o++,i.iushrn(1);r(!i.isZero());var s=new a(1).toRed(this),c=s.redNeg(),l=this.m.subn(1).iushrn(1),u=this.m.bitLength();u=new a(2*u*u).toRed(this);while(0!==this.pow(u,l).cmp(c))u.redIAdd(c);var h=this.pow(u,i),f=this.pow(e,i.addn(1).iushrn(1)),d=this.pow(e,i),p=o;while(0!==d.cmp(s)){for(var m=d,v=0;0!==m.cmp(s);v++)m=m.redSqr();r(v=0;i--){for(var u=t.words[i],h=l-1;h>=0;h--){var f=u>>h&1;o!==r[0]&&(o=this.sqr(o)),0!==f||0!==s?(s<<=1,s|=f,c++,(c===n||0===i&&0===h)&&(o=this.mul(o,r[s]),c=0,s=0)):c=0}l=26}return o},S.prototype.convertTo=function(e){var t=e.umod(this.m);return 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s,c=r(t),l=i(c.length),u=a(o,l);if(e&&n!=n){while(l>u)if(s=c[u++],s!=s)return!0}else for(;l>u;u++)if((e||u in c)&&c[u]===n)return e||u||0;return!e&&-1}}},"39bd":function(e,t,n){(function(e,t){t(n("c1df"))})(0,(function(e){"use strict"; +//! moment.js locale configuration +var t={1:"१",2:"२",3:"३",4:"४",5:"५",6:"६",7:"७",8:"८",9:"९",0:"०"},n={"१":"1","२":"2","३":"3","४":"4","५":"5","६":"6","७":"7","८":"8","९":"9","०":"0"};function r(e,t,n,r){var i="";if(t)switch(n){case"s":i="काही सेकंद";break;case"ss":i="%d सेकंद";break;case"m":i="एक मिनिट";break;case"mm":i="%d मिनिटे";break;case"h":i="एक तास";break;case"hh":i="%d तास";break;case"d":i="एक दिवस";break;case"dd":i="%d दिवस";break;case"M":i="एक महिना";break;case"MM":i="%d महिने";break;case"y":i="एक वर्ष";break;case"yy":i="%d वर्षे";break}else switch(n){case"s":i="काही सेकंदां";break;case"ss":i="%d सेकंदां";break;case"m":i="एका मिनिटा";break;case"mm":i="%d मिनिटां";break;case"h":i="एका तासा";break;case"hh":i="%d तासां";break;case"d":i="एका दिवसा";break;case"dd":i="%d दिवसां";break;case"M":i="एका महिन्या";break;case"MM":i="%d महिन्यां";break;case"y":i="एका वर्षा";break;case"yy":i="%d वर्षां";break}return i.replace(/%d/i,e)}var i=e.defineLocale("mr",{months:"जानेवारी_फेब्रुवारी_मार्च_एप्रिल_मे_जून_जुलै_ऑगस्ट_सप्टेंबर_ऑक्टोबर_नोव्हेंबर_डिसेंबर".split("_"),monthsShort:"जाने._फेब्रु._मार्च._एप्रि._मे._जून._जुलै._ऑग._सप्टें._ऑक्टो._नोव्हें._डिसें.".split("_"),monthsParseExact:!0,weekdays:"रविवार_सोमवार_मंगळवार_बुधवार_गुरूवार_शुक्रवार_शनिवार".split("_"),weekdaysShort:"रवि_सोम_मंगळ_बुध_गुरू_शुक्र_शनि".split("_"),weekdaysMin:"र_सो_मं_बु_गु_शु_श".split("_"),longDateFormat:{LT:"A h:mm वाजता",LTS:"A h:mm:ss वाजता",L:"DD/MM/YYYY",LL:"D MMMM YYYY",LLL:"D MMMM YYYY, A h:mm वाजता",LLLL:"dddd, D MMMM YYYY, A h:mm वाजता"},calendar:{sameDay:"[आज] LT",nextDay:"[उद्या] LT",nextWeek:"dddd, LT",lastDay:"[काल] LT",lastWeek:"[मागील] dddd, LT",sameElse:"L"},relativeTime:{future:"%sमध्ये",past:"%sपूर्वी",s:r,ss:r,m:r,mm:r,h:r,hh:r,d:r,dd:r,M:r,MM:r,y:r,yy:r},preparse:function(e){return e.replace(/[१२३४५६७८९०]/g,(function(e){return n[e]}))},postformat:function(e){return e.replace(/\d/g,(function(e){return t[e]}))},meridiemParse:/पहाटे|सकाळी|दुपारी|सायंकाळी|रात्री/,meridiemHour:function(e,t){return 12===e&&(e=0),"पहाटे"===t||"सकाळी"===t?e:"दुपारी"===t||"सायंकाळी"===t||"रात्री"===t?e>=12?e:e+12:void 0},meridiem:function(e,t,n){return e>=0&&e<6?"पहाटे":e<12?"सकाळी":e<17?"दुपारी":e<20?"सायंकाळी":"रात्री"},week:{dow:0,doy:6}});return i}))},"39f5":function(e,t,n){var r=n("8707").Buffer;function i(e){r.isBuffer(e)||(e=r.from(e));for(var t=e.length/4|0,n=new Array(t),i=0;i>>24]^u[p>>>16&255]^h[m>>>8&255]^f[255&v]^t[g++],o=l[p>>>24]^u[m>>>16&255]^h[v>>>8&255]^f[255&d]^t[g++],s=l[m>>>24]^u[v>>>16&255]^h[d>>>8&255]^f[255&p]^t[g++],c=l[v>>>24]^u[d>>>16&255]^h[p>>>8&255]^f[255&m]^t[g++],d=a,p=o,m=s,v=c;return a=(r[d>>>24]<<24|r[p>>>16&255]<<16|r[m>>>8&255]<<8|r[255&v])^t[g++],o=(r[p>>>24]<<24|r[m>>>16&255]<<16|r[v>>>8&255]<<8|r[255&d])^t[g++],s=(r[m>>>24]<<24|r[v>>>16&255]<<16|r[d>>>8&255]<<8|r[255&p])^t[g++],c=(r[v>>>24]<<24|r[d>>>16&255]<<16|r[p>>>8&255]<<8|r[255&m])^t[g++],a>>>=0,o>>>=0,s>>>=0,c>>>=0,[a,o,s,c]}var s=[0,1,2,4,8,16,32,64,128,27,54],c=function(){for(var e=new Array(256),t=0;t<256;t++)e[t]=t<128?t<<1:t<<1^283;for(var n=[],r=[],i=[[],[],[],[]],a=[[],[],[],[]],o=0,s=0,c=0;c<256;++c){var l=s^s<<1^s<<2^s<<3^s<<4;l=l>>>8^255&l^99,n[o]=l,r[l]=o;var u=e[o],h=e[u],f=e[h],d=257*e[l]^16843008*l;i[0][o]=d<<24|d>>>8,i[1][o]=d<<16|d>>>16,i[2][o]=d<<8|d>>>24,i[3][o]=d,d=16843009*f^65537*h^257*u^16843008*o,a[0][l]=d<<24|d>>>8,a[1][l]=d<<16|d>>>16,a[2][l]=d<<8|d>>>24,a[3][l]=d,0===o?o=s=1:(o=u^e[e[e[f^u]]],s^=e[e[s]])}return{SBOX:n,INV_SBOX:r,SUB_MIX:i,INV_SUB_MIX:a}}();function l(e){this._key=i(e),this._reset()}l.blockSize=16,l.keySize=32,l.prototype.blockSize=l.blockSize,l.prototype.keySize=l.keySize,l.prototype._reset=function(){for(var e=this._key,t=e.length,n=t+6,r=4*(n+1),i=[],a=0;a>>24,o=c.SBOX[o>>>24]<<24|c.SBOX[o>>>16&255]<<16|c.SBOX[o>>>8&255]<<8|c.SBOX[255&o],o^=s[a/t|0]<<24):t>6&&a%t===4&&(o=c.SBOX[o>>>24]<<24|c.SBOX[o>>>16&255]<<16|c.SBOX[o>>>8&255]<<8|c.SBOX[255&o]),i[a]=i[a-t]^o}for(var l=[],u=0;u>>24]]^c.INV_SUB_MIX[1][c.SBOX[f>>>16&255]]^c.INV_SUB_MIX[2][c.SBOX[f>>>8&255]]^c.INV_SUB_MIX[3][c.SBOX[255&f]]}this._nRounds=n,this._keySchedule=i,this._invKeySchedule=l},l.prototype.encryptBlockRaw=function(e){return e=i(e),o(e,this._keySchedule,c.SUB_MIX,c.SBOX,this._nRounds)},l.prototype.encryptBlock=function(e){var t=this.encryptBlockRaw(e),n=r.allocUnsafe(16);return n.writeUInt32BE(t[0],0),n.writeUInt32BE(t[1],4),n.writeUInt32BE(t[2],8),n.writeUInt32BE(t[3],12),n},l.prototype.decryptBlock=function(e){e=i(e);var t=e[1];e[1]=e[3],e[3]=t;var n=o(e,this._invKeySchedule,c.INV_SUB_MIX,c.INV_SBOX,this._nRounds),a=r.allocUnsafe(16);return a.writeUInt32BE(n[0],0),a.writeUInt32BE(n[3],4),a.writeUInt32BE(n[2],8),a.writeUInt32BE(n[1],12),a},l.prototype.scrub=function(){a(this._keySchedule),a(this._invKeySchedule),a(this._key)},e.exports.AES=l},"39ff":function(e,t,n){var r=n("0b07"),i=n("2b3e"),a=r(i,"WeakMap");e.exports=a},"3a39":function(e,t,n){(function(e,t){t(n("c1df"))})(0,(function(e){"use strict"; +//! moment.js locale configuration +var t={1:"१",2:"२",3:"३",4:"४",5:"५",6:"६",7:"७",8:"८",9:"९",0:"०"},n={"१":"1","२":"2","३":"3","४":"4","५":"5","६":"6","७":"7","८":"8","९":"9","०":"0"},r=e.defineLocale("ne",{months:"जनवरी_फेब्रुवरी_मार्च_अप्रिल_मई_जुन_जुलाई_अगष्ट_सेप्टेम्बर_अक्टोबर_नोभेम्बर_डिसेम्बर".split("_"),monthsShort:"जन._फेब्रु._मार्च_अप्रि._मई_जुन_जुलाई._अग._सेप्ट._अक्टो._नोभे._डिसे.".split("_"),monthsParseExact:!0,weekdays:"आइतबार_सोमबार_मङ्गलबार_बुधबार_बिहिबार_शुक्रबार_शनिबार".split("_"),weekdaysShort:"आइत._सोम._मङ्गल._बुध._बिहि._शुक्र._शनि.".split("_"),weekdaysMin:"आ._सो._मं._बु._बि._शु._श.".split("_"),weekdaysParseExact:!0,longDateFormat:{LT:"Aको h:mm बजे",LTS:"Aको h:mm:ss बजे",L:"DD/MM/YYYY",LL:"D MMMM YYYY",LLL:"D MMMM YYYY, Aको h:mm बजे",LLLL:"dddd, D MMMM YYYY, Aको h:mm बजे"},preparse:function(e){return e.replace(/[१२३४५६७८९०]/g,(function(e){return n[e]}))},postformat:function(e){return e.replace(/\d/g,(function(e){return t[e]}))},meridiemParse:/राति|बिहान|दिउँसो|साँझ/,meridiemHour:function(e,t){return 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t=e.defineLocale("zh-mo",{months:"一月_二月_三月_四月_五月_六月_七月_八月_九月_十月_十一月_十二月".split("_"),monthsShort:"1月_2月_3月_4月_5月_6月_7月_8月_9月_10月_11月_12月".split("_"),weekdays:"星期日_星期一_星期二_星期三_星期四_星期五_星期六".split("_"),weekdaysShort:"週日_週一_週二_週三_週四_週五_週六".split("_"),weekdaysMin:"日_一_二_三_四_五_六".split("_"),longDateFormat:{LT:"HH:mm",LTS:"HH:mm:ss",L:"DD/MM/YYYY",LL:"YYYY年M月D日",LLL:"YYYY年M月D日 HH:mm",LLLL:"YYYY年M月D日dddd HH:mm",l:"D/M/YYYY",ll:"YYYY年M月D日",lll:"YYYY年M月D日 HH:mm",llll:"YYYY年M月D日dddd HH:mm"},meridiemParse:/凌晨|早上|上午|中午|下午|晚上/,meridiemHour:function(e,t){return 12===e&&(e=0),"凌晨"===t||"早上"===t||"上午"===t?e:"中午"===t?e>=11?e:e+12:"下午"===t||"晚上"===t?e+12:void 0},meridiem:function(e,t,n){var r=100*e+t;return r<600?"凌晨":r<900?"早上":r<1130?"上午":r<1230?"中午":r<1800?"下午":"晚上"},calendar:{sameDay:"[今天] LT",nextDay:"[明天] LT",nextWeek:"[下]dddd LT",lastDay:"[昨天] LT",lastWeek:"[上]dddd LT",sameElse:"L"},dayOfMonthOrdinalParse:/\d{1,2}(日|月|週)/,ordinal:function(e,t){switch(t){case"d":case"D":case"DDD":return 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e=this,t=this.getValidFieldsName();return t.filter((function(t){return!e.fields[t]})).map((function(t){return{name:t,dirty:!1,value:e.getFieldMeta(t).initialValue}})).reduce((function(e,t){return z()(e,t.name,R(t))}),{})}},{key:"getNestedAllFields",value:function(){var e=this;return Object.keys(this.fields).reduce((function(t,n){return z()(t,n,R(e.fields[n]))}),this.getNotCollectedFields())}},{key:"getFieldMember",value:function(e,t){return this.getField(e)[t]}},{key:"getNestedFields",value:function(e,t){var n=e||this.getValidFieldsName();return n.reduce((function(e,n){return z()(e,n,t(n))}),{})}},{key:"getNestedField",value:function(e,t){var n=this.getValidFieldsFullName(e);if(0===n.length||1===n.length&&n[0]===e)return t(e);var r="["===n[0][e.length],i=r?e.length:e.length+1;return n.reduce((function(e,n){return z()(e,n.slice(i),t(n))}),r?[]:{})}},{key:"isValidNestedFieldName",value:function(e){var t=this.getAllFieldsName();return 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i=this,a=t.fieldNames,o=t.action,c=t.options,l=void 0===c?{}:c,u={},h={},f={},d={};if(e.forEach((function(e){var t=e.name;if(!0===l.force||!1!==e.dirty){var n=i.fieldsStore.getFieldMeta(t),r=s()({},e);r.errors=void 0,r.validating=!0,r.dirty=!0,u[t]=i.getRules(n,o),h[t]=r.value,f[t]=r}else e.errors&&z()(d,t,{errors:e.errors})})),this.setFields(f),Object.keys(h).forEach((function(e){h[e]=i.fieldsStore.getFieldValue(e)})),r&&Q(f))r(Q(d)?null:d,this.fieldsStore.getFieldsValue(a));else{var p=new S["a"](u);n&&p.messages(n),p.validate(h,l,(function(e){var t=s()({},d);e&&e.length&&e.forEach((function(e){var n=e.field,r=n;Object.keys(u).some((function(e){var t=u[e]||[];if(e===n)return r=e,!0;if(t.every((function(e){var t=e.type;return"array"!==t}))&&0!==n.indexOf(e))return!1;var i=n.slice(e.length+1);return!!/^\d+$/.test(i)&&(r=e,!0)}));var i=T()(t,r);("object"!==("undefined"===typeof i?"undefined":y()(i))||Array.isArray(i))&&z()(t,r,{errors:[]});var a=T()(t,r.concat(".errors"));a.push(e)}));var n=[],o={};Object.keys(u).forEach((function(e){var r=T()(t,e),a=i.fieldsStore.getField(e);j()(a.value,h[e])?(a.errors=r&&r.errors,a.value=h[e],a.validating=!1,a.dirty=!1,o[e]=a):n.push({name:e})})),i.setFields(o),r&&(n.length&&n.forEach((function(e){var n=e.name,r=[{message:n+" need to revalidate",field:n}];z()(t,n,{expired:!0,errors:r})})),r(Q(t)?null:t,i.fieldsStore.getFieldsValue(a)))}))}},validateFields:function(e,t,n){var r=this,i=new Promise((function(i,a){var o=Z(e,t,n),s=o.names,c=o.options,l=Z(e,t,n),u=l.callback;if(!u||"function"===typeof u){var h=u;u=function(e,t){h?h(e,t):e?a({errors:e,values:t}):i(t)}}var f=s?r.fieldsStore.getValidFieldsFullName(s):r.fieldsStore.getValidFieldsName(),d=f.filter((function(e){var t=r.fieldsStore.getFieldMeta(e);return ee(t.validate)})).map((function(e){var t=r.fieldsStore.getField(e);return t.value=r.fieldsStore.getFieldValue(e),t}));d.length?("firstFields"in c||(c.firstFields=f.filter((function(e){var t=r.fieldsStore.getFieldMeta(e);return!!t.validateFirst}))),r.validateFieldsInternal(d,{fieldNames:f,options:c},u)):u(null,r.fieldsStore.getFieldsValue(f))}));return i["catch"]((function(e){return console.error,e})),i},isSubmitting:function(){return this.submitting},submit:function(e){var t=this;var n=function(){t.setState({submitting:!1})};this.setState({submitting:!0}),e(n)}},render:function(){var t=arguments[0],n=this.$slots,r=this.$scopedSlots,i=a()({},m,this.getForm()),o=Object(le["k"])(this),c=o.wrappedComponentRef,u=w()(o,["wrappedComponentRef"]),h={props:l.call(this,s()({},i,u)),on:Object(le["j"])(this),ref:"WrappedComponent",directives:[{name:"ant-ref",value:c}]};Object.keys(r).length&&(h.scopedSlots=r);var f=Object.keys(n);return e?t(e,h,[f.length?f.map((function(e){return t("template",{slot:e},[n[e]])})):null]):null}};if(!e)return p;if(Array.isArray(e.props)){var g={};e.props.forEach((function(e){g[e]=c["a"].any})),g[m]=Object,e.props=g}else e.props=e.props||{},m in e.props||(e.props[m]=Object);return B(p,e)}}var fe=he,de={methods:{getForm:function(){return{getFieldsValue:this.fieldsStore.getFieldsValue,getFieldValue:this.fieldsStore.getFieldValue,getFieldInstance:this.getFieldInstance,setFieldsValue:this.setFieldsValue,setFields:this.setFields,setFieldsInitialValue:this.fieldsStore.setFieldsInitialValue,getFieldDecorator:this.getFieldDecorator,getFieldProps:this.getFieldProps,getFieldsError:this.fieldsStore.getFieldsError,getFieldError:this.fieldsStore.getFieldError,isFieldValidating:this.fieldsStore.isFieldValidating,isFieldsValidating:this.fieldsStore.isFieldsValidating,isFieldsTouched:this.fieldsStore.isFieldsTouched,isFieldTouched:this.fieldsStore.isFieldTouched,isSubmitting:this.isSubmitting,submit:this.submit,validateFields:this.validateFields,resetFields:this.resetFields}}}};function pe(e,t){var n=window.getComputedStyle,r=n?n(e):e.currentStyle;if(r)return r[t.replace(/-(\w)/gi,(function(e,t){return t.toUpperCase()}))]}function me(e){var t=e,n=void 0;while("body"!==(n=t.nodeName.toLowerCase())){var r=pe(t,"overflowY");if(t!==e&&("auto"===r||"scroll"===r)&&t.scrollHeight>t.clientHeight)return t;t=t.parentNode}return"body"===n?t.ownerDocument:t}var ve={methods:{getForm:function(){return s()({},de.methods.getForm.call(this),{validateFieldsAndScroll:this.validateFieldsAndScroll})},validateFieldsAndScroll:function(e,t,n){var r=this,i=Z(e,t,n),a=i.names,o=i.callback,c=i.options,l=function(e,t){if(e){var n=r.fieldsStore.getValidFieldsName(),i=void 0,a=void 0;if(n.forEach((function(t){if(g()(e,t)){var n=r.getFieldInstance(t);if(n){var o=n.$el||n.elm,s=o.getBoundingClientRect().top;"hidden"!==o.type&&(void 0===a||a>s)&&(a=s,i=o)}}})),i){var l=c.container||me(i);Object(m["a"])(i,l,s()({onlyScrollIfNeeded:!0},c.scroll))}}"function"===typeof o&&o(e,t)};return this.validateFields(a,c,l)}}};function ge(e){return fe(s()({},e),[ve])}var be=ge,ye=n("92fa"),_e=n.n(ye),we=n("2769"),Me=n.n(we),xe=n("290c"),Se="data-__meta",ke="data-__field",Ce=n("94eb"),Le=n("0c63"),Te=n("4df5");function Oe(){}function ze(e){return e.reduce((function(e,t){return[].concat(x()(e),[" ",t])}),[]).slice(1)}var De={id:c["a"].string,htmlFor:c["a"].string,prefixCls:c["a"].string,label:c["a"].any,labelCol:c["a"].shape(h["a"]).loose,wrapperCol:c["a"].shape(h["a"]).loose,help:c["a"].any,extra:c["a"].any,validateStatus:c["a"].oneOf(["","success","warning","error","validating"]),hasFeedback:c["a"].bool,required:c["a"].bool,colon:c["a"].bool,fieldDecoratorId:c["a"].string,fieldDecoratorOptions:c["a"].object,selfUpdate:c["a"].bool,labelAlign:c["a"].oneOf(["left","right"])};function je(){for(var e=arguments.length>0&&void 0!==arguments[0]?arguments[0]:[],t=arguments[1],n=!1,r=0,i=e.length;r0&&void 0!==arguments[0]?arguments[0]:[],t=arguments[1],n=[],r=0;r0)break;var 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t=this.$el,n=t.querySelector('[id="'+e+'"]');n&&n.focus&&n.focus()}},onHelpAnimEnd:function(e,t){this.helpShow=t,t||this.$forceUpdate()},isRequired:function(){var e=this.required;if(void 0!==e)return e;if(this.getOnlyControl()){var t=this.getMeta()||{},n=t.validate||[];return n.filter((function(e){return!!e.rules})).some((function(e){return e.rules.some((function(e){return e.required}))}))}return!1},renderHelp:function(e){var t=this,n=this.$createElement,r=this.getHelpMessage(),i=r?n("div",{class:e+"-explain",key:"help"},[r]):null;i&&(this.helpShow=!!i);var a=Object(Ce["a"])("show-help",{afterEnter:function(){return t.onHelpAnimEnd("help",!0)},afterLeave:function(){return t.onHelpAnimEnd("help",!1)}});return n("transition",_e()([a,{key:"help"}]),[i])},renderExtra:function(e){var t=this.$createElement,n=Object(le["f"])(this,"extra");return n?t("div",{class:e+"-extra"},[n]):null},renderValidateWrapper:function(e,t,n,r){var i=this.$createElement,a=this.$props,o=this.getOnlyControl,s=void 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n(h["b"],p,[t])},renderLabel:function(e){var t,n=this.$createElement,r=this.FormContext,i=r.vertical,o=r.labelAlign,s=r.labelCol,c=r.colon,l=this.labelAlign,f=this.labelCol,d=this.colon,p=this.id,m=this.htmlFor,v=Object(le["f"])(this,"label"),g=this.isRequired(),b=f||s||{},y=l||o,_=e+"-item-label",M=u()(_,"left"===y&&_+"-left",b["class"]),x=(b["class"],b.style),S=b.id,k=b.on,C=w()(b,["class","style","id","on"]),L=v,T=!0===d||!1!==c&&!1!==d,O=T&&!i;O&&"string"===typeof v&&""!==v.trim()&&(L=v.replace(/[：:]\s*$/,""));var z=u()((t={},a()(t,e+"-item-required",g),a()(t,e+"-item-no-colon",!T),t)),D={props:C,class:M,key:"label",style:x,id:S,on:k};return v?n(h["b"],D,[n("label",{attrs:{for:m||p||this.getId(),title:"string"===typeof v?v:""},class:z,on:{click:this.onLabelClick}},[L])]):null},renderChildren:function(e){return[this.renderLabel(e),this.renderWrapper(e,this.renderValidateWrapper(e,this.slotDefault,this.renderHelp(e),this.renderExtra(e)))]},renderFormItem:function(){var e,t=this.$createElement,n=this.$props.prefixCls,r=this.configProvider.getPrefixCls,i=r("form",n),o=this.renderChildren(i),s=(e={},a()(e,i+"-item",!0),a()(e,i+"-item-with-help",this.helpShow),e);return t(xe["a"],{class:u()(s),key:"row"},[o])},decoratorOption:function(e){if(e.data&&e.data.directives){var t=Me()(e.data.directives,["name","decorator"]);return Object(p["a"])(!t||t&&Array.isArray(t.value),"Form",'Invalid directive: type check failed for directive "decorator". 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moment.js locale configuration +var t={0:"-ум",1:"-ум",2:"-юм",3:"-юм",4:"-ум",5:"-ум",6:"-ум",7:"-ум",8:"-ум",9:"-ум",10:"-ум",12:"-ум",13:"-ум",20:"-ум",30:"-юм",40:"-ум",50:"-ум",60:"-ум",70:"-ум",80:"-ум",90:"-ум",100:"-ум"},n=e.defineLocale("tg",{months:"январ_феврал_март_апрел_май_июн_июл_август_сентябр_октябр_ноябр_декабр".split("_"),monthsShort:"янв_фев_мар_апр_май_июн_июл_авг_сен_окт_ноя_дек".split("_"),weekdays:"якшанбе_душанбе_сешанбе_чоршанбе_панҷшанбе_ҷумъа_шанбе".split("_"),weekdaysShort:"яшб_дшб_сшб_чшб_пшб_ҷум_шнб".split("_"),weekdaysMin:"яш_дш_сш_чш_пш_ҷм_шб".split("_"),longDateFormat:{LT:"HH:mm",LTS:"HH:mm:ss",L:"DD/MM/YYYY",LL:"D MMMM YYYY",LLL:"D MMMM YYYY HH:mm",LLLL:"dddd, D MMMM YYYY HH:mm"},calendar:{sameDay:"[Имрӯз соати] LT",nextDay:"[Пагоҳ соати] LT",lastDay:"[Дирӯз соати] LT",nextWeek:"dddd[и] [ҳафтаи оянда соати] LT",lastWeek:"dddd[и] [ҳафтаи гузашта соати] LT",sameElse:"L"},relativeTime:{future:"баъди %s",past:"%s пеш",s:"якчанд сония",m:"як дақиқа",mm:"%d дақиқа",h:"як соат",hh:"%d соат",d:"як рӯз",dd:"%d рӯз",M:"як моҳ",MM:"%d моҳ",y:"як сол",yy:"%d сол"},meridiemParse:/шаб|субҳ|рӯз|бегоҳ/,meridiemHour:function(e,t){return 12===e&&(e=0),"шаб"===t?e<4?e:e+12:"субҳ"===t?e:"рӯз"===t?e>=11?e:e+12:"бегоҳ"===t?e+12:void 0},meridiem:function(e,t,n){return e<4?"шаб":e<11?"субҳ":e<16?"рӯз":e<19?"бегоҳ":"шаб"},dayOfMonthOrdinalParse:/\d{1,2}-(ум|юм)/,ordinal:function(e){var n=e%10,r=e>=100?100:null;return e+(t[e]||t[n]||t[r])},week:{dow:1,doy:7}});return n}))},"3b4a":function(e,t,n){var r=n("0b07"),i=function(){try{var e=r(Object,"defineProperty");return e({},"",{}),e}catch(t){}}();e.exports=i},"3bb4":function(e,t,n){var r=n("08cc"),i=n("ec69");function a(e){var t=i(e),n=t.length;while(n--){var a=t[n],o=e[a];t[n]=[a,o,r(o)]}return t}e.exports=a},"3bbe":function(e,t,n){var r=n("861d");e.exports=function(e){if(!r(e)&&null!==e)throw TypeError("Can't set "+String(e)+" as a prototype");return e}},"3c0d":function(e,t,n){(function(e,t){t(n("c1df"))})(0,(function(e){"use strict"; +//! moment.js locale configuration +var t="leden_únor_březen_duben_květen_červen_červenec_srpen_září_říjen_listopad_prosinec".split("_"),n="led_úno_bře_dub_kvě_čvn_čvc_srp_zář_říj_lis_pro".split("_"),r=[/^led/i,/^úno/i,/^bře/i,/^dub/i,/^kvě/i,/^(čvn|červen$|června)/i,/^(čvc|červenec|července)/i,/^srp/i,/^zář/i,/^říj/i,/^lis/i,/^pro/i],i=/^(leden|únor|březen|duben|květen|červenec|července|červen|června|srpen|září|říjen|listopad|prosinec|led|úno|bře|dub|kvě|čvn|čvc|srp|zář|říj|lis|pro)/i;function a(e){return e>1&&e<5&&1!==~~(e/10)}function o(e,t,n,r){var i=e+" ";switch(n){case"s":return t||r?"pár sekund":"pár sekundami";case"ss":return t||r?i+(a(e)?"sekundy":"sekund"):i+"sekundami";case"m":return t?"minuta":r?"minutu":"minutou";case"mm":return t||r?i+(a(e)?"minuty":"minut"):i+"minutami";case"h":return t?"hodina":r?"hodinu":"hodinou";case"hh":return t||r?i+(a(e)?"hodiny":"hodin"):i+"hodinami";case"d":return t||r?"den":"dnem";case"dd":return t||r?i+(a(e)?"dny":"dní"):i+"dny";case"M":return t||r?"měsíc":"měsícem";case"MM":return t||r?i+(a(e)?"měsíce":"měsíců"):i+"měsíci";case"y":return t||r?"rok":"rokem";case"yy":return t||r?i+(a(e)?"roky":"let"):i+"lety"}}var s=e.defineLocale("cs",{months:t,monthsShort:n,monthsRegex:i,monthsShortRegex:i,monthsStrictRegex:/^(leden|ledna|února|únor|březen|března|duben|dubna|květen|května|červenec|července|červen|června|srpen|srpna|září|říjen|října|listopadu|listopad|prosinec|prosince)/i,monthsShortStrictRegex:/^(led|úno|bře|dub|kvě|čvn|čvc|srp|zář|říj|lis|pro)/i,monthsParse:r,longMonthsParse:r,shortMonthsParse:r,weekdays:"neděle_pondělí_úterý_středa_čtvrtek_pátek_sobota".split("_"),weekdaysShort:"ne_po_út_st_čt_pá_so".split("_"),weekdaysMin:"ne_po_út_st_čt_pá_so".split("_"),longDateFormat:{LT:"H:mm",LTS:"H:mm:ss",L:"DD.MM.YYYY",LL:"D. 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r=n("23e7"),i=Math.floor,a=Math.log,o=Math.LOG2E;r({target:"Math",stat:!0},{clz32:function(e){return(e>>>=0)?31-i(a(e+.5)*o):32}})},4111:function(e,t,n){"use strict";var r=n("7f7a");t.certificate=n("56b5");var i=r.define("RSAPrivateKey",(function(){this.seq().obj(this.key("version").int(),this.key("modulus").int(),this.key("publicExponent").int(),this.key("privateExponent").int(),this.key("prime1").int(),this.key("prime2").int(),this.key("exponent1").int(),this.key("exponent2").int(),this.key("coefficient").int())}));t.RSAPrivateKey=i;var a=r.define("RSAPublicKey",(function(){this.seq().obj(this.key("modulus").int(),this.key("publicExponent").int())}));t.RSAPublicKey=a;var o=r.define("SubjectPublicKeyInfo",(function(){this.seq().obj(this.key("algorithm").use(s),this.key("subjectPublicKey").bitstr())}));t.PublicKey=o;var s=r.define("AlgorithmIdentifier",(function(){this.seq().obj(this.key("algorithm").objid(),this.key("none").null_().optional(),this.key("curve").objid().optional(),this.key("params").seq().obj(this.key("p").int(),this.key("q").int(),this.key("g").int()).optional())})),c=r.define("PrivateKeyInfo",(function(){this.seq().obj(this.key("version").int(),this.key("algorithm").use(s),this.key("subjectPrivateKey").octstr())}));t.PrivateKey=c;var l=r.define("EncryptedPrivateKeyInfo",(function(){this.seq().obj(this.key("algorithm").seq().obj(this.key("id").objid(),this.key("decrypt").seq().obj(this.key("kde").seq().obj(this.key("id").objid(),this.key("kdeparams").seq().obj(this.key("salt").octstr(),this.key("iters").int())),this.key("cipher").seq().obj(this.key("algo").objid(),this.key("iv").octstr()))),this.key("subjectPrivateKey").octstr())}));t.EncryptedPrivateKey=l;var u=r.define("DSAPrivateKey",(function(){this.seq().obj(this.key("version").int(),this.key("p").int(),this.key("q").int(),this.key("g").int(),this.key("pub_key").int(),this.key("priv_key").int())}));t.DSAPrivateKey=u,t.DSAparam=r.define("DSAparam",(function(){this.int()}));var h=r.define("ECPrivateKey",(function(){this.seq().obj(this.key("version").int(),this.key("privateKey").octstr(),this.key("parameters").optional().explicit(0).use(f),this.key("publicKey").optional().explicit(1).bitstr())}));t.ECPrivateKey=h;var f=r.define("ECParameters",(function(){this.choice({namedCurve:this.objid()})}));t.signature=r.define("signature",(function(){this.seq().obj(this.key("r").int(),this.key("s").int())}))},4127:function(e,t,n){"use strict";var r=n("d233"),i=n("b313"),a=Object.prototype.hasOwnProperty,o={brackets:function(e){return e+"[]"},comma:"comma",indices:function(e,t){return e+"["+t+"]"},repeat:function(e){return 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this.mouseUpHandler},cursorStyleHandler:function(e,t){return t.cursorStyle},getActionName:function(e,t){return t.actionName},getVisibility:function(e,t){var n=e._controlsVisibility;return n&&"undefined"!==typeof n[t]?n[t]:this.visible},setVisibility:function(e){this.visible=e},positionHandler:function(e,n){var r=t.util.transformPoint({x:this.x*e.x+this.offsetX,y:this.y*e.y+this.offsetY},n);return r},calcCornerCoords:function(e,n,r,i,a){var o,s,c,l,u=a?this.touchSizeX:this.sizeX,h=a?this.touchSizeY:this.sizeY;if(u&&h&&u!==h){var f=Math.atan2(h,u),d=Math.sqrt(u*u+h*h)/2,p=f-t.util.degreesToRadians(e),m=Math.PI/2-f-t.util.degreesToRadians(e);o=d*t.util.cos(p),s=d*t.util.sin(p),c=d*t.util.cos(m),l=d*t.util.sin(m)}else{var v=u&&h?u:n;d=.7071067812*v;p=t.util.degreesToRadians(45-e);o=c=d*t.util.cos(p),s=l=d*t.util.sin(p)}return{tl:{x:r-l,y:i-c},tr:{x:r+o,y:i-s},bl:{x:r-o,y:i+s},br:{x:r+l,y:i+c}}},render:function(e,n,r,i,a){switch(i=i||{},i.cornerStyle||a.cornerStyle){case"circle":t.controlsUtils.renderCircleControl.call(this,e,n,r,i,a);break;default:t.controlsUtils.renderSquareControl.call(this,e,n,r,i,a)}}}}(t),function(){function e(e,t){var n,i,a,o,s=e.getAttribute("style"),c=e.getAttribute("offset")||0;if(c=parseFloat(c)/(/%$/.test(c)?100:1),c=c<0?0:c>1?1:c,s){var l=s.split(/\s*;\s*/);for(""===l[l.length-1]&&l.pop(),o=l.length;o--;){var u=l[o].split(/\s*:\s*/),h=u[0].trim(),f=u[1].trim();"stop-color"===h?n=f:"stop-opacity"===h&&(a=f)}}return n||(n=e.getAttribute("stop-color")||"rgb(0,0,0)"),a||(a=e.getAttribute("stop-opacity")),n=new r.Color(n),i=n.getAlpha(),a=isNaN(parseFloat(a))?1:parseFloat(a),a*=i*t,{offset:c,color:n.toRgb(),opacity:a}}function t(e){return{x1:e.getAttribute("x1")||0,y1:e.getAttribute("y1")||0,x2:e.getAttribute("x2")||"100%",y2:e.getAttribute("y2")||0}}function n(e){return{x1:e.getAttribute("fx")||e.getAttribute("cx")||"50%",y1:e.getAttribute("fy")||e.getAttribute("cy")||"50%",r1:0,x2:e.getAttribute("cx")||"50%",y2:e.getAttribute("cy")||"50%",r2:e.getAttribute("r")||"50%"}}var i=r.util.object.clone;function a(e,t,n,r){var i,a;Object.keys(t).forEach((function(e){i=t[e],"Infinity"===i?a=1:"-Infinity"===i?a=0:(a=parseFloat(t[e],10),"string"===typeof i&&/^(\d+\.\d+)%|(\d+)%$/.test(i)&&(a*=.01,"pixels"===r&&("x1"!==e&&"x2"!==e&&"r2"!==e||(a*=n.viewBoxWidth||n.width),"y1"!==e&&"y2"!==e||(a*=n.viewBoxHeight||n.height)))),t[e]=a}))}r.Gradient=r.util.createClass({offsetX:0,offsetY:0,gradientTransform:null,gradientUnits:"pixels",type:"linear",initialize:function(e){e||(e={}),e.coords||(e.coords={});var t,n=this;Object.keys(e).forEach((function(t){n[t]=e[t]})),this.id?this.id+="_"+r.Object.__uid++:this.id=r.Object.__uid++,t={x1:e.coords.x1||0,y1:e.coords.y1||0,x2:e.coords.x2||0,y2:e.coords.y2||0},"radial"===this.type&&(t.r1=e.coords.r1||0,t.r2=e.coords.r2||0),this.coords=t,this.colorStops=e.colorStops.slice()},addColorStop:function(e){for(var t in e){var n=new r.Color(e[t]);this.colorStops.push({offset:parseFloat(t),color:n.toRgb(),opacity:n.getAlpha()})}return this},toObject:function(e){var t={type:this.type,coords:this.coords,colorStops:this.colorStops,offsetX:this.offsetX,offsetY:this.offsetY,gradientUnits:this.gradientUnits,gradientTransform:this.gradientTransform?this.gradientTransform.concat():this.gradientTransform};return r.util.populateWithProperties(this,t,e),t},toSVG:function(e,t){var n,a,o,s,c=i(this.coords,!0),l=(t=t||{},i(this.colorStops,!0)),u=c.r1>c.r2,h=this.gradientTransform?this.gradientTransform.concat():r.iMatrix.concat(),f=-this.offsetX,d=-this.offsetY,p=!!t.additionalTransform,m="pixels"===this.gradientUnits?"userSpaceOnUse":"objectBoundingBox";if(l.sort((function(e,t){return e.offset-t.offset})),"objectBoundingBox"===m?(f/=e.width,d/=e.height):(f+=e.width/2,d+=e.height/2),"path"===e.type&&"percentage"!==this.gradientUnits&&(f-=e.pathOffset.x,d-=e.pathOffset.y),h[4]-=f,h[5]-=d,s='id="SVGID_'+this.id+'" gradientUnits="'+m+'"',s+=' gradientTransform="'+(p?t.additionalTransform+" ":"")+r.util.matrixToSVG(h)+'" ',"linear"===this.type?o=["\n']:"radial"===this.type&&(o=["\n']),"radial"===this.type){if(u)for(l=l.concat(),l.reverse(),n=0,a=l.length;n0){var g=Math.max(c.r1,c.r2),b=v/g;for(n=0,a=l.length;n\n')}return o.push("linear"===this.type?"\n":"\n"),o.join("")},toLive:function(e){var t,n,i,a=r.util.object.clone(this.coords);if(this.type){for("linear"===this.type?t=e.createLinearGradient(a.x1,a.y1,a.x2,a.y2):"radial"===this.type&&(t=e.createRadialGradient(a.x1,a.y1,a.r1,a.x2,a.y2,a.r2)),n=0,i=this.colorStops.length;n1?1:l,isNaN(l)&&(l=1);var u,h,f,d,p=i.getElementsByTagName("stop"),m="userSpaceOnUse"===i.getAttribute("gradientUnits")?"pixels":"percentage",v=i.getAttribute("gradientTransform")||"",g=[],b=0,y=0;for("linearGradient"===i.nodeName||"LINEARGRADIENT"===i.nodeName?(u="linear",h=t(i)):(u="radial",h=n(i)),f=p.length;f--;)g.push(e(p[f],l));d=r.parseTransformAttribute(v),a(o,h,c,m),"pixels"===m&&(b=-o.left,y=-o.top);var _=new r.Gradient({id:i.getAttribute("id"),type:u,coords:h,colorStops:g,gradientUnits:m,gradientTransform:d,offsetX:b,offsetY:y});return _}})}(),function(){"use strict";var e=r.util.toFixed;r.Pattern=r.util.createClass({repeat:"repeat",offsetX:0,offsetY:0,crossOrigin:"",patternTransform:null,initialize:function(e,t){if(e||(e={}),this.id=r.Object.__uid++,this.setOptions(e),!e.source||e.source&&"string"!==typeof e.source)t&&t(this);else{var n=this;this.source=r.util.createImage(),r.util.loadImage(e.source,(function(e,r){n.source=e,t&&t(n,r)}),null,this.crossOrigin)}},toObject:function(t){var n,i,a=r.Object.NUM_FRACTION_DIGITS;return"string"===typeof this.source.src?n=this.source.src:"object"===typeof this.source&&this.source.toDataURL&&(n=this.source.toDataURL()),i={type:"pattern",source:n,repeat:this.repeat,crossOrigin:this.crossOrigin,offsetX:e(this.offsetX,a),offsetY:e(this.offsetY,a),patternTransform:this.patternTransform?this.patternTransform.concat():null},r.util.populateWithProperties(this,i,t),i},toSVG:function(e){var t="function"===typeof this.source?this.source():this.source,n=t.width/e.width,r=t.height/e.height,i=this.offsetX/e.width,a=this.offsetY/e.height,o="";return"repeat-x"!==this.repeat&&"no-repeat"!==this.repeat||(r=1,a&&(r+=Math.abs(a))),"repeat-y"!==this.repeat&&"no-repeat"!==this.repeat||(n=1,i&&(n+=Math.abs(i))),t.src?o=t.src:t.toDataURL&&(o=t.toDataURL()),'\n\n\n'},setOptions:function(e){for(var t in e)this[t]=e[t]},toLive:function(e){var t=this.source;if(!t)return"";if("undefined"!==typeof t.src){if(!t.complete)return"";if(0===t.naturalWidth||0===t.naturalHeight)return""}return e.createPattern(t,this.repeat)}})}(),function(e){"use strict";var t=e.fabric||(e.fabric={}),n=t.util.toFixed;t.Shadow?t.warn("fabric.Shadow is already defined."):(t.Shadow=t.util.createClass({color:"rgb(0,0,0)",blur:0,offsetX:0,offsetY:0,affectStroke:!1,includeDefaultValues:!0,nonScaling:!1,initialize:function(e){for(var n in"string"===typeof e&&(e=this._parseShadow(e)),e)this[n]=e[n];this.id=t.Object.__uid++},_parseShadow:function(e){var n=e.trim(),r=t.Shadow.reOffsetsAndBlur.exec(n)||[],i=n.replace(t.Shadow.reOffsetsAndBlur,"")||"rgb(0,0,0)";return{color:i.trim(),offsetX:parseInt(r[1],10)||0,offsetY:parseInt(r[2],10)||0,blur:parseInt(r[3],10)||0}},toString:function(){return[this.offsetX,this.offsetY,this.blur,this.color].join("px ")},toSVG:function(e){var r=40,i=40,a=t.Object.NUM_FRACTION_DIGITS,o=t.util.rotateVector({x:this.offsetX,y:this.offsetY},t.util.degreesToRadians(-e.angle)),s=20,c=new t.Color(this.color);return e.width&&e.height&&(r=100*n((Math.abs(o.x)+this.blur)/e.width,a)+s,i=100*n((Math.abs(o.y)+this.blur)/e.height,a)+s),e.flipX&&(o.x*=-1),e.flipY&&(o.y*=-1),'\n\t\n\t\n\t\n\t\n\t\n\t\t\n\t\t\n\t\n\n'},toObject:function(){if(this.includeDefaultValues)return{color:this.color,blur:this.blur,offsetX:this.offsetX,offsetY:this.offsetY,affectStroke:this.affectStroke,nonScaling:this.nonScaling};var e={},n=t.Shadow.prototype;return["color","blur","offsetX","offsetY","affectStroke","nonScaling"].forEach((function(t){this[t]!==n[t]&&(e[t]=this[t])}),this),e}}),t.Shadow.reOffsetsAndBlur=/(?:\s|^)(-?\d+(?:px)?(?:\s?|$))?(-?\d+(?:px)?(?:\s?|$))?(\d+(?:px)?)?(?:\s?|$)(?:$|\s)/)}(t),function(){"use strict";if(r.StaticCanvas)r.warn("fabric.StaticCanvas is already defined.");else{var e=r.util.object.extend,t=r.util.getElementOffset,n=r.util.removeFromArray,i=r.util.toFixed,a=r.util.transformPoint,o=r.util.invertTransform,s=r.util.getNodeCanvas,c=r.util.createCanvasElement,l=new Error("Could not initialize `canvas` element");r.StaticCanvas=r.util.createClass(r.CommonMethods,{initialize:function(e,t){t||(t={}),this.renderAndResetBound=this.renderAndReset.bind(this),this.requestRenderAllBound=this.requestRenderAll.bind(this),this._initStatic(e,t)},backgroundColor:"",backgroundImage:null,overlayColor:"",overlayImage:null,includeDefaultValues:!0,stateful:!1,renderOnAddRemove:!0,controlsAboveOverlay:!1,allowTouchScrolling:!1,imageSmoothingEnabled:!0,viewportTransform:r.iMatrix.concat(),backgroundVpt:!0,overlayVpt:!0,enableRetinaScaling:!0,vptCoords:{},skipOffscreen:!0,clipPath:void 0,_initStatic:function(e,t){var n=this.requestRenderAllBound;this._objects=[],this._createLowerCanvas(e),this._initOptions(t),this.interactive||this._initRetinaScaling(),t.overlayImage&&this.setOverlayImage(t.overlayImage,n),t.backgroundImage&&this.setBackgroundImage(t.backgroundImage,n),t.backgroundColor&&this.setBackgroundColor(t.backgroundColor,n),t.overlayColor&&this.setOverlayColor(t.overlayColor,n),this.calcOffset()},_isRetinaScaling:function(){return 1!==r.devicePixelRatio&&this.enableRetinaScaling},getRetinaScaling:function(){return this._isRetinaScaling()?r.devicePixelRatio:1},_initRetinaScaling:function(){if(this._isRetinaScaling()){var e=r.devicePixelRatio;this.__initRetinaScaling(e,this.lowerCanvasEl,this.contextContainer),this.upperCanvasEl&&this.__initRetinaScaling(e,this.upperCanvasEl,this.contextTop)}},__initRetinaScaling:function(e,t,n){t.setAttribute("width",this.width*e),t.setAttribute("height",this.height*e),n.scale(e,e)},calcOffset:function(){return this._offset=t(this.lowerCanvasEl),this},setOverlayImage:function(e,t,n){return this.__setBgOverlayImage("overlayImage",e,t,n)},setBackgroundImage:function(e,t,n){return this.__setBgOverlayImage("backgroundImage",e,t,n)},setOverlayColor:function(e,t){return this.__setBgOverlayColor("overlayColor",e,t)},setBackgroundColor:function(e,t){return this.__setBgOverlayColor("backgroundColor",e,t)},__setBgOverlayImage:function(e,t,n,i){return"string"===typeof t?r.util.loadImage(t,(function(t,a){if(t){var o=new r.Image(t,i);this[e]=o,o.canvas=this}n&&n(t,a)}),this,i&&i.crossOrigin):(i&&t.setOptions(i),this[e]=t,t&&(t.canvas=this),n&&n(t,!1)),this},__setBgOverlayColor:function(e,t,n){return this[e]=t,this._initGradient(t,e),this._initPattern(t,e,n),this},_createCanvasElement:function(){var e=c();if(!e)throw l;if(e.style||(e.style={}),"undefined"===typeof e.getContext)throw l;return e},_initOptions:function(e){var t=this.lowerCanvasEl;this._setOptions(e),this.width=this.width||parseInt(t.width,10)||0,this.height=this.height||parseInt(t.height,10)||0,this.lowerCanvasEl.style&&(t.width=this.width,t.height=this.height,t.style.width=this.width+"px",t.style.height=this.height+"px",this.viewportTransform=this.viewportTransform.slice())},_createLowerCanvas:function(e){e&&e.getContext?this.lowerCanvasEl=e:this.lowerCanvasEl=r.util.getById(e)||this._createCanvasElement(),r.util.addClass(this.lowerCanvasEl,"lower-canvas"),this.interactive&&this._applyCanvasStyle(this.lowerCanvasEl),this.contextContainer=this.lowerCanvasEl.getContext("2d")},getWidth:function(){return this.width},getHeight:function(){return this.height},setWidth:function(e,t){return this.setDimensions({width:e},t)},setHeight:function(e,t){return this.setDimensions({height:e},t)},setDimensions:function(e,t){var n;for(var r in t=t||{},e)n=e[r],t.cssOnly||(this._setBackstoreDimension(r,e[r]),n+="px",this.hasLostContext=!0),t.backstoreOnly||this._setCssDimension(r,n);return this._isCurrentlyDrawing&&this.freeDrawingBrush&&this.freeDrawingBrush._setBrushStyles(),this._initRetinaScaling(),this.calcOffset(),t.cssOnly||this.requestRenderAll(),this},_setBackstoreDimension:function(e,t){return this.lowerCanvasEl[e]=t,this.upperCanvasEl&&(this.upperCanvasEl[e]=t),this.cacheCanvasEl&&(this.cacheCanvasEl[e]=t),this[e]=t,this},_setCssDimension:function(e,t){return this.lowerCanvasEl.style[e]=t,this.upperCanvasEl&&(this.upperCanvasEl.style[e]=t),this.wrapperEl&&(this.wrapperEl.style[e]=t),this},getZoom:function(){return this.viewportTransform[0]},setViewportTransform:function(e){var t,n,r,i=this._activeObject;for(this.viewportTransform=e,n=0,r=this._objects.length;n\n'),this._setSVGBgOverlayColor(n,"background"),this._setSVGBgOverlayImage(n,"backgroundImage",t),this._setSVGObjects(n,t),this.clipPath&&n.push("\n"),this._setSVGBgOverlayColor(n,"overlay"),this._setSVGBgOverlayImage(n,"overlayImage",t),n.push(""),n.join("")},_setSVGPreamble:function(e,t){t.suppressPreamble||e.push('\n','\n')},_setSVGHeader:function(e,t){var n,a=t.width||this.width,o=t.height||this.height,s='viewBox="0 0 '+this.width+" "+this.height+'" ',c=r.Object.NUM_FRACTION_DIGITS;t.viewBox?s='viewBox="'+t.viewBox.x+" "+t.viewBox.y+" "+t.viewBox.width+" "+t.viewBox.height+'" ':this.svgViewportTransformation&&(n=this.viewportTransform,s='viewBox="'+i(-n[4]/n[0],c)+" "+i(-n[5]/n[3],c)+" "+i(this.width/n[0],c)+" "+i(this.height/n[3],c)+'" '),e.push("\n',"Created with Fabric.js ",r.version,"\n","\n",this.createSVGFontFacesMarkup(),this.createSVGRefElementsMarkup(),this.createSVGClipPathMarkup(t),"\n")},createSVGClipPathMarkup:function(e){var t=this.clipPath;return t?(t.clipPathId="CLIPPATH_"+r.Object.__uid++,'\n'+this.clipPath.toClipPathSVG(e.reviver)+"\n"):""},createSVGRefElementsMarkup:function(){var e=this,t=["background","overlay"].map((function(t){var n=e[t+"Color"];if(n&&n.toLive){var i=e[t+"Vpt"],a=e.viewportTransform,o={width:e.width/(i?a[0]:1),height:e.height/(i?a[3]:1)};return n.toSVG(o,{additionalTransform:i?r.util.matrixToSVG(a):""})}}));return t.join("")},createSVGFontFacesMarkup:function(){var e,t,n,i,a,o,s,c,l,u="",h={},f=r.fontPaths,d=[];for(this._objects.forEach((function e(t){d.push(t),t._objects&&t._objects.forEach(e)})),c=0,l=d.length;c',"\n",u,"","\n"].join("")),u},_setSVGObjects:function(e,t){var n,r,i,a=this._objects;for(r=0,i=a.length;r\n")}else e.push('\n")},sendToBack:function(e){if(!e)return this;var t,r,i,a=this._activeObject;if(e===a&&"activeSelection"===e.type)for(i=a._objects,t=i.length;t--;)r=i[t],n(this._objects,r),this._objects.unshift(r);else n(this._objects,e),this._objects.unshift(e);return this.renderOnAddRemove&&this.requestRenderAll(),this},bringToFront:function(e){if(!e)return this;var t,r,i,a=this._activeObject;if(e===a&&"activeSelection"===e.type)for(i=a._objects,t=0;t0+l&&(o=a-1,n(this._objects,i),this._objects.splice(o,0,i)),l++;else a=this._objects.indexOf(e),0!==a&&(o=this._findNewLowerIndex(e,a,t),n(this._objects,e),this._objects.splice(o,0,e));return this.renderOnAddRemove&&this.requestRenderAll(),this},_findNewLowerIndex:function(e,t,n){var r,i;if(n)for(r=t,i=t-1;i>=0;--i){var a=e.intersectsWithObject(this._objects[i])||e.isContainedWithinObject(this._objects[i])||this._objects[i].isContainedWithinObject(e);if(a){r=i;break}}else r=t-1;return r},bringForward:function(e,t){if(!e)return this;var r,i,a,o,s,c=this._activeObject,l=0;if(e===c&&"activeSelection"===e.type)for(s=c._objects,r=s.length;r--;)i=s[r],a=this._objects.indexOf(i),a"}}),e(r.StaticCanvas.prototype,r.Observable),e(r.StaticCanvas.prototype,r.Collection),e(r.StaticCanvas.prototype,r.DataURLExporter),e(r.StaticCanvas,{EMPTY_JSON:'{"objects": [], "background": "white"}',supports:function(e){var t=c();if(!t||!t.getContext)return null;var n=t.getContext("2d");if(!n)return null;switch(e){case"setLineDash":return"undefined"!==typeof n.setLineDash;default:return null}}}),r.StaticCanvas.prototype.toJSON=r.StaticCanvas.prototype.toObject,r.isLikelyNode&&(r.StaticCanvas.prototype.createPNGStream=function(){var e=s(this.lowerCanvasEl);return e&&e.createPNGStream()},r.StaticCanvas.prototype.createJPEGStream=function(e){var t=s(this.lowerCanvasEl);return t&&t.createJPEGStream(e)})}}(),r.BaseBrush=r.util.createClass({color:"rgb(0, 0, 0)",width:1,shadow:null,strokeLineCap:"round",strokeLineJoin:"round",strokeMiterLimit:10,strokeDashArray:null,_setBrushStyles:function(){var e=this.canvas.contextTop;e.strokeStyle=this.color,e.lineWidth=this.width,e.lineCap=this.strokeLineCap,e.miterLimit=this.strokeMiterLimit,e.lineJoin=this.strokeLineJoin,r.StaticCanvas.supports("setLineDash")&&e.setLineDash(this.strokeDashArray||[])},_saveAndTransform:function(e){var t=this.canvas.viewportTransform;e.save(),e.transform(t[0],t[1],t[2],t[3],t[4],t[5])},_setShadow:function(){if(this.shadow){var e=this.canvas,t=this.shadow,n=e.contextTop,i=e.getZoom();e&&e._isRetinaScaling()&&(i*=r.devicePixelRatio),n.shadowColor=t.color,n.shadowBlur=t.blur*i,n.shadowOffsetX=t.offsetX*i,n.shadowOffsetY=t.offsetY*i}},needsFullRender:function(){var e=new r.Color(this.color);return e.getAlpha()<1||!!this.shadow},_resetShadow:function(){var e=this.canvas.contextTop;e.shadowColor="",e.shadowBlur=e.shadowOffsetX=e.shadowOffsetY=0}}),function(){r.PencilBrush=r.util.createClass(r.BaseBrush,{decimate:.4,initialize:function(e){this.canvas=e,this._points=[]},_drawSegment:function(e,t,n){var r=t.midPointFrom(n);return e.quadraticCurveTo(t.x,t.y,r.x,r.y),r},onMouseDown:function(e,t){this.canvas._isMainEvent(t.e)&&(this._prepareForDrawing(e),this._captureDrawingPath(e),this._render())},onMouseMove:function(e,t){if(this.canvas._isMainEvent(t.e)&&this._captureDrawingPath(e)&&this._points.length>1)if(this.needsFullRender())this.canvas.clearContext(this.canvas.contextTop),this._render();else{var n=this._points,r=n.length,i=this.canvas.contextTop;this._saveAndTransform(i),this.oldEnd&&(i.beginPath(),i.moveTo(this.oldEnd.x,this.oldEnd.y)),this.oldEnd=this._drawSegment(i,n[r-2],n[r-1],!0),i.stroke(),i.restore()}},onMouseUp:function(e){return!this.canvas._isMainEvent(e.e)||(this.oldEnd=void 0,this._finalizeAndAddPath(),!1)},_prepareForDrawing:function(e){var t=new r.Point(e.x,e.y);this._reset(),this._addPoint(t),this.canvas.contextTop.moveTo(t.x,t.y)},_addPoint:function(e){return!(this._points.length>1&&e.eq(this._points[this._points.length-1]))&&(this._points.push(e),!0)},_reset:function(){this._points=[],this._setBrushStyles(),this._setShadow()},_captureDrawingPath:function(e){var t=new r.Point(e.x,e.y);return this._addPoint(t)},_render:function(){var e,t,n=this.canvas.contextTop,i=this._points[0],a=this._points[1];if(this._saveAndTransform(n),n.beginPath(),2===this._points.length&&i.x===a.x&&i.y===a.y){var o=this.width/1e3;i=new r.Point(i.x,i.y),a=new r.Point(a.x,a.y),i.x-=o,a.x+=o}for(n.moveTo(i.x,i.y),e=1,t=this._points.length;e2;for(u&&(c=e[2].xe[t-2].x?1:a.x===e[t-2].x?0:-1,l=a.y>e[t-2].y?1:a.y===e[t-2].y?0:-1),n.push("L ",a.x+c*i," ",a.y+l*i),n},createPath:function(e){var t=new r.Path(e,{fill:null,stroke:this.color,strokeWidth:this.width,strokeLineCap:this.strokeLineCap,strokeMiterLimit:this.strokeMiterLimit,strokeLineJoin:this.strokeLineJoin,strokeDashArray:this.strokeDashArray});return this.shadow&&(this.shadow.affectStroke=!0,t.shadow=new r.Shadow(this.shadow)),t},decimatePoints:function(e,t){if(e.length<=2)return e;var n,i,a=this.canvas.getZoom(),o=Math.pow(t/a,2),s=e.length-1,c=e[0],l=[c];for(n=1;n=o&&(c=e[n],l.push(c));return 1===l.length&&l.push(new r.Point(l[0].x,l[0].y)),l},_finalizeAndAddPath:function(){var e=this.canvas.contextTop;e.closePath(),this.decimate&&(this._points=this.decimatePoints(this._points,this.decimate));var t=this.convertPointsToSVGPath(this._points).join("");if("M 0 0 Q 0 0 0 0 L 0 0"!==t){var n=this.createPath(t);this.canvas.clearContext(this.canvas.contextTop),this.canvas.fire("before:path:created",{path:n}),this.canvas.add(n),this.canvas.requestRenderAll(),n.setCoords(),this._resetShadow(),this.canvas.fire("path:created",{path:n})}else this.canvas.requestRenderAll()}})}(),r.CircleBrush=r.util.createClass(r.BaseBrush,{width:10,initialize:function(e){this.canvas=e,this.points=[]},drawDot:function(e){var t=this.addPoint(e),n=this.canvas.contextTop;this._saveAndTransform(n),this.dot(n,t),n.restore()},dot:function(e,t){e.fillStyle=t.fill,e.beginPath(),e.arc(t.x,t.y,t.radius,0,2*Math.PI,!1),e.closePath(),e.fill()},onMouseDown:function(e){this.points.length=0,this.canvas.clearContext(this.canvas.contextTop),this._setShadow(),this.drawDot(e)},_render:function(){var e,t,n=this.canvas.contextTop,r=this.points;for(this._saveAndTransform(n),e=0,t=r.length;e0&&!this.preserveObjectStacking){t=[],n=[];for(var i=0,a=this._objects.length;i1&&(this._activeObject._objects=n),t.push.apply(t,n)}else t=this._objects;return t},renderAll:function(){!this.contextTopDirty||this._groupSelector||this.isDrawingMode||(this.clearContext(this.contextTop),this.contextTopDirty=!1),this.hasLostContext&&this.renderTopLayer(this.contextTop);var e=this.contextContainer;return this.renderCanvas(e,this._chooseObjectsToRender()),this},renderTopLayer:function(e){e.save(),this.isDrawingMode&&this._isCurrentlyDrawing&&(this.freeDrawingBrush&&this.freeDrawingBrush._render(),this.contextTopDirty=!0),this.selection&&this._groupSelector&&(this._drawSelection(e),this.contextTopDirty=!0),e.restore()},renderTop:function(){var e=this.contextTop;return this.clearContext(e),this.renderTopLayer(e),this.fire("after:render"),this},_normalizePointer:function(e,t){var n=e.calcTransformMatrix(),i=r.util.invertTransform(n),a=this.restorePointerVpt(t);return r.util.transformPoint(a,i)},isTargetTransparent:function(e,t,n){if(e.shouldCache()&&e._cacheCanvas&&e!==this._activeObject){var i=this._normalizePointer(e,{x:t,y:n}),a=Math.max(e.cacheTranslationX+i.x*e.zoomX,0),o=Math.max(e.cacheTranslationY+i.y*e.zoomY,0),s=r.util.isTransparent(e._cacheContext,Math.round(a),Math.round(o),this.targetFindTolerance);return s}var c=this.contextCache,l=e.selectionBackgroundColor,u=this.viewportTransform;e.selectionBackgroundColor="",this.clearContext(c),c.save(),c.transform(u[0],u[1],u[2],u[3],u[4],u[5]),e.render(c),c.restore(),e===this._activeObject&&e._renderControls(c,{hasBorders:!1,transparentCorners:!1},{hasBorders:!1}),e.selectionBackgroundColor=l;s=r.util.isTransparent(c,t,n,this.targetFindTolerance);return s},_isSelectionKeyPressed:function(e){var t=!1;return t="[object Array]"===Object.prototype.toString.call(this.selectionKey)?!!this.selectionKey.find((function(t){return!0===e[t]})):e[this.selectionKey],t},_shouldClearSelection:function(e,t){var n=this.getActiveObjects(),r=this._activeObject;return!t||t&&r&&n.length>1&&-1===n.indexOf(t)&&r!==t&&!this._isSelectionKeyPressed(e)||t&&!t.evented||t&&!t.selectable&&r&&r!==t},_shouldCenterTransform:function(e,t,n){var r;if(e)return"scale"===t||"scaleX"===t||"scaleY"===t||"resizing"===t?r=this.centeredScaling||e.centeredScaling:"rotate"===t&&(r=this.centeredRotation||e.centeredRotation),r?!n:n},_getOriginFromCorner:function(e,t){var n={x:e.originX,y:e.originY};return"ml"===t||"tl"===t||"bl"===t?n.x="right":"mr"!==t&&"tr"!==t&&"br"!==t||(n.x="left"),"tl"===t||"mt"===t||"tr"===t?n.y="bottom":"bl"!==t&&"mb"!==t&&"br"!==t||(n.y="top"),n},_getActionFromCorner:function(e,t,n,r){if(!t||!e)return"drag";var i=r.controls[t];return i.getActionName(n,i,r)},_setupCurrentTransform:function(e,n,i){if(n){var a=this.getPointer(e),o=n.__corner,s=n.controls[o],c=i&&o?s.getActionHandler(e,n,s):r.controlsUtils.dragHandler,l=this._getActionFromCorner(i,o,e,n),u=this._getOriginFromCorner(n,o),h=e[this.centeredKey],f={target:n,action:l,actionHandler:c,corner:o,scaleX:n.scaleX,scaleY:n.scaleY,skewX:n.skewX,skewY:n.skewY,offsetX:a.x-n.left,offsetY:a.y-n.top,originX:u.x,originY:u.y,ex:a.x,ey:a.y,lastX:a.x,lastY:a.y,theta:t(n.angle),width:n.width*n.scaleX,shiftKey:e.shiftKey,altKey:h,original:r.util.saveObjectTransform(n)};this._shouldCenterTransform(n,l,h)&&(f.originX="center",f.originY="center"),f.original.originX=u.x,f.original.originY=u.y,this._currentTransform=f,this._beforeTransform(e)}},setCursor:function(e){this.upperCanvasEl.style.cursor=e},_drawSelection:function(e){var t=this._groupSelector,a=t.left,s=t.top,c=n(a),l=n(s);if(this.selectionColor&&(e.fillStyle=this.selectionColor,e.fillRect(t.ex-(a>0?0:-a),t.ey-(s>0?0:-s),c,l)),this.selectionLineWidth&&this.selectionBorderColor)if(e.lineWidth=this.selectionLineWidth,e.strokeStyle=this.selectionBorderColor,this.selectionDashArray.length>1&&!i){var u=t.ex+o-(a>0?0:c),h=t.ey+o-(s>0?0:l);e.beginPath(),r.util.drawDashedLine(e,u,h,u+c,h,this.selectionDashArray),r.util.drawDashedLine(e,u,h+l-1,u+c,h+l-1,this.selectionDashArray),r.util.drawDashedLine(e,u,h,u,h+l,this.selectionDashArray),r.util.drawDashedLine(e,u+c-1,h,u+c-1,h+l,this.selectionDashArray),e.closePath(),e.stroke()}else r.Object.prototype._setLineDash.call(this,e,this.selectionDashArray),e.strokeRect(t.ex+o-(a>0?0:c),t.ey+o-(s>0?0:l),c,l)},findTarget:function(e,t){if(!this.skipTargetFind){var n,r,i=!0,o=this.getPointer(e,i),s=this._activeObject,c=this.getActiveObjects(),l=a(e);if(this.targets=[],c.length>1&&!t&&s===this._searchPossibleTargets([s],o))return s;if(1===c.length&&s._findTargetCorner(o,l))return s;if(1===c.length&&s===this._searchPossibleTargets([s],o)){if(!this.preserveObjectStacking)return s;n=s,r=this.targets,this.targets=[]}var u=this._searchPossibleTargets(this._objects,o);return e[this.altSelectionKey]&&u&&n&&u!==n&&(u=n,this.targets=r),u}},_checkTarget:function(e,t,n){if(t&&t.visible&&t.evented&&(t.containsPoint(e)||t._findTargetCorner(e))){if(!this.perPixelTargetFind&&!t.perPixelTargetFind||t.isEditing)return!0;var r=this.isTargetTransparent(t,n.x,n.y);if(!r)return!0}},_searchPossibleTargets:function(e,t){var n,i,a=e.length;while(a--){var o=e[a],s=o.group?this._normalizePointer(o.group,t):t;if(this._checkTarget(s,o,t)){n=e[a],n.subTargetCheck&&n instanceof r.Group&&(i=this._searchPossibleTargets(n._objects,t),i&&this.targets.push(i));break}}return n},restorePointerVpt:function(e){return r.util.transformPoint(e,r.util.invertTransform(this.viewportTransform))},getPointer:function(t,n){if(this._absolutePointer&&!n)return this._absolutePointer;if(this._pointer&&n)return this._pointer;var r,i=e(t),a=this.upperCanvasEl,o=a.getBoundingClientRect(),s=o.width||0,c=o.height||0;s&&c||("top"in o&&"bottom"in o&&(c=Math.abs(o.top-o.bottom)),"right"in o&&"left"in o&&(s=Math.abs(o.right-o.left))),this.calcOffset(),i.x=i.x-this._offset.left,i.y=i.y-this._offset.top,n||(i=this.restorePointerVpt(i));var l=this.getRetinaScaling();return 1!==l&&(i.x/=l,i.y/=l),r=0===s||0===c?{width:1,height:1}:{width:a.width/s,height:a.height/c},{x:i.x*r.width,y:i.y*r.height}},_createUpperCanvas:function(){var e=this.lowerCanvasEl.className.replace(/\s*lower-canvas\s*/,""),t=this.lowerCanvasEl,n=this.upperCanvasEl;n?n.className="":(n=this._createCanvasElement(),this.upperCanvasEl=n),r.util.addClass(n,"upper-canvas "+e),this.wrapperEl.appendChild(n),this._copyCanvasStyle(t,n),this._applyCanvasStyle(n),this.contextTop=n.getContext("2d")},_createCacheCanvas:function(){this.cacheCanvasEl=this._createCanvasElement(),this.cacheCanvasEl.setAttribute("width",this.width),this.cacheCanvasEl.setAttribute("height",this.height),this.contextCache=this.cacheCanvasEl.getContext("2d")},_initWrapperElement:function(){this.wrapperEl=r.util.wrapElement(this.lowerCanvasEl,"div",{class:this.containerClass}),r.util.setStyle(this.wrapperEl,{width:this.width+"px",height:this.height+"px",position:"relative"}),r.util.makeElementUnselectable(this.wrapperEl)},_applyCanvasStyle:function(e){var t=this.width||e.width,n=this.height||e.height;r.util.setStyle(e,{position:"absolute",width:t+"px",height:n+"px",left:0,top:0,"touch-action":this.allowTouchScrolling?"manipulation":"none","-ms-touch-action":this.allowTouchScrolling?"manipulation":"none"}),e.width=t,e.height=n,r.util.makeElementUnselectable(e)},_copyCanvasStyle:function(e,t){t.style.cssText=e.style.cssText},getSelectionContext:function(){return this.contextTop},getSelectionElement:function(){return this.upperCanvasEl},getActiveObject:function(){return this._activeObject},getActiveObjects:function(){var e=this._activeObject;return e?"activeSelection"===e.type&&e._objects?e._objects.slice(0):[e]:[]},_onObjectRemoved:function(e){e===this._activeObject&&(this.fire("before:selection:cleared",{target:e}),this._discardActiveObject(),this.fire("selection:cleared",{target:e}),e.fire("deselected")),e===this._hoveredTarget&&(this._hoveredTarget=null,this._hoveredTargets=[]),this.callSuper("_onObjectRemoved",e)},_fireSelectionEvents:function(e,t){var n=!1,r=this.getActiveObjects(),i=[],a=[],o={e:t};e.forEach((function(e){-1===r.indexOf(e)&&(n=!0,e.fire("deselected",o),a.push(e))})),r.forEach((function(t){-1===e.indexOf(t)&&(n=!0,t.fire("selected",o),i.push(t))})),e.length>0&&r.length>0?(o.selected=i,o.deselected=a,o.updated=i[0]||a[0],o.target=this._activeObject,n&&this.fire("selection:updated",o)):r.length>0?(o.selected=i,o.target=this._activeObject,this.fire("selection:created",o)):e.length>0&&(o.deselected=a,this.fire("selection:cleared",o))},setActiveObject:function(e,t){var n=this.getActiveObjects();return this._setActiveObject(e,t),this._fireSelectionEvents(n,t),this},_setActiveObject:function(e,t){return this._activeObject!==e&&(!!this._discardActiveObject(t,e)&&(!e.onSelect({e:t})&&(this._activeObject=e,!0)))},_discardActiveObject:function(e,t){var n=this._activeObject;if(n){if(n.onDeselect({e:e,object:t}))return!1;this._activeObject=null}return!0},discardActiveObject:function(e){var t=this.getActiveObjects(),n=this.getActiveObject();return t.length&&this.fire("before:selection:cleared",{target:n,e:e}),this._discardActiveObject(e),this._fireSelectionEvents(t,e),this},dispose:function(){var e=this.wrapperEl;return this.removeListeners(),e.removeChild(this.upperCanvasEl),e.removeChild(this.lowerCanvasEl),this.contextCache=null,this.contextTop=null,["upperCanvasEl","cacheCanvasEl"].forEach(function(e){r.util.cleanUpJsdomNode(this[e]),this[e]=void 0}.bind(this)),e.parentNode&&e.parentNode.replaceChild(this.lowerCanvasEl,this.wrapperEl),delete this.wrapperEl,r.StaticCanvas.prototype.dispose.call(this),this},clear:function(){return this.discardActiveObject(),this.clearContext(this.contextTop),this.callSuper("clear")},drawControls:function(e){var t=this._activeObject;t&&t._renderControls(e)},_toObject:function(e,t,n){var r=this._realizeGroupTransformOnObject(e),i=this.callSuper("_toObject",e,t,n);return this._unwindGroupTransformOnObject(e,r),i},_realizeGroupTransformOnObject:function(e){if(e.group&&"activeSelection"===e.group.type&&this._activeObject===e.group){var t=["angle","flipX","flipY","left","scaleX","scaleY","skewX","skewY","top"],n={};return t.forEach((function(t){n[t]=e[t]})),this._activeObject.realizeTransform(e),n}return null},_unwindGroupTransformOnObject:function(e,t){t&&e.set(t)},_setSVGObject:function(e,t,n){var r=this._realizeGroupTransformOnObject(t);this.callSuper("_setSVGObject",e,t,n),this._unwindGroupTransformOnObject(t,r)},setViewportTransform:function(e){this.renderOnAddRemove&&this._activeObject&&this._activeObject.isEditing&&this._activeObject.clearContextTop(),r.StaticCanvas.prototype.setViewportTransform.call(this,e)}}),r.StaticCanvas)"prototype"!==s&&(r.Canvas[s]=r.StaticCanvas[s])}(),function(){var e=r.util.addListener,t=r.util.removeListener,n=3,i=2,a=1,o={passive:!1};function s(e,t){return e.button&&e.button===t-1}r.util.object.extend(r.Canvas.prototype,{mainTouchId:null,_initEventListeners:function(){this.removeListeners(),this._bindEvents(),this.addOrRemove(e,"add")},_getEventPrefix:function(){return this.enablePointerEvents?"pointer":"mouse"},addOrRemove:function(e,t){var n=this.upperCanvasEl,i=this._getEventPrefix();e(r.window,"resize",this._onResize),e(n,i+"down",this._onMouseDown),e(n,i+"move",this._onMouseMove,o),e(n,i+"out",this._onMouseOut),e(n,i+"enter",this._onMouseEnter),e(n,"wheel",this._onMouseWheel),e(n,"contextmenu",this._onContextMenu),e(n,"dblclick",this._onDoubleClick),e(n,"dragover",this._onDragOver),e(n,"dragenter",this._onDragEnter),e(n,"dragleave",this._onDragLeave),e(n,"drop",this._onDrop),this.enablePointerEvents||e(n,"touchstart",this._onTouchStart,o),"undefined"!==typeof eventjs&&t in eventjs&&(eventjs[t](n,"gesture",this._onGesture),eventjs[t](n,"drag",this._onDrag),eventjs[t](n,"orientation",this._onOrientationChange),eventjs[t](n,"shake",this._onShake),eventjs[t](n,"longpress",this._onLongPress))},removeListeners:function(){this.addOrRemove(t,"remove");var e=this._getEventPrefix();t(r.document,e+"up",this._onMouseUp),t(r.document,"touchend",this._onTouchEnd,o),t(r.document,e+"move",this._onMouseMove,o),t(r.document,"touchmove",this._onMouseMove,o)},_bindEvents:function(){this.eventsBound||(this._onMouseDown=this._onMouseDown.bind(this),this._onTouchStart=this._onTouchStart.bind(this),this._onMouseMove=this._onMouseMove.bind(this),this._onMouseUp=this._onMouseUp.bind(this),this._onTouchEnd=this._onTouchEnd.bind(this),this._onResize=this._onResize.bind(this),this._onGesture=this._onGesture.bind(this),this._onDrag=this._onDrag.bind(this),this._onShake=this._onShake.bind(this),this._onLongPress=this._onLongPress.bind(this),this._onOrientationChange=this._onOrientationChange.bind(this),this._onMouseWheel=this._onMouseWheel.bind(this),this._onMouseOut=this._onMouseOut.bind(this),this._onMouseEnter=this._onMouseEnter.bind(this),this._onContextMenu=this._onContextMenu.bind(this),this._onDoubleClick=this._onDoubleClick.bind(this),this._onDragOver=this._onDragOver.bind(this),this._onDragEnter=this._simpleEventHandler.bind(this,"dragenter"),this._onDragLeave=this._simpleEventHandler.bind(this,"dragleave"),this._onDrop=this._simpleEventHandler.bind(this,"drop"),this.eventsBound=!0)},_onGesture:function(e,t){this.__onTransformGesture&&this.__onTransformGesture(e,t)},_onDrag:function(e,t){this.__onDrag&&this.__onDrag(e,t)},_onMouseWheel:function(e){this.__onMouseWheel(e)},_onMouseOut:function(e){var t=this._hoveredTarget;this.fire("mouse:out",{target:t,e:e}),this._hoveredTarget=null,t&&t.fire("mouseout",{e:e});var n=this;this._hoveredTargets.forEach((function(r){n.fire("mouse:out",{target:t,e:e}),r&&t.fire("mouseout",{e:e})})),this._hoveredTargets=[],this._iTextInstances&&this._iTextInstances.forEach((function(e){e.isEditing&&e.hiddenTextarea.focus()}))},_onMouseEnter:function(e){this._currentTransform||this.findTarget(e)||(this.fire("mouse:over",{target:null,e:e}),this._hoveredTarget=null,this._hoveredTargets=[])},_onOrientationChange:function(e,t){this.__onOrientationChange&&this.__onOrientationChange(e,t)},_onShake:function(e,t){this.__onShake&&this.__onShake(e,t)},_onLongPress:function(e,t){this.__onLongPress&&this.__onLongPress(e,t)},_onDragOver:function(e){e.preventDefault();var t=this._simpleEventHandler("dragover",e);this._fireEnterLeaveEvents(t,e)},_onContextMenu:function(e){return this.stopContextMenu&&(e.stopPropagation(),e.preventDefault()),!1},_onDoubleClick:function(e){this._cacheTransformEventData(e),this._handleEvent(e,"dblclick"),this._resetTransformEventData(e)},getPointerId:function(e){var t=e.changedTouches;return t?t[0]&&t[0].identifier:this.enablePointerEvents?e.pointerId:-1},_isMainEvent:function(e){return!0===e.isPrimary||!1!==e.isPrimary&&("touchend"===e.type&&0===e.touches.length||(!e.changedTouches||e.changedTouches[0].identifier===this.mainTouchId))},_onTouchStart:function(n){n.preventDefault(),null===this.mainTouchId&&(this.mainTouchId=this.getPointerId(n)),this.__onMouseDown(n),this._resetTransformEventData();var i=this.upperCanvasEl,a=this._getEventPrefix();e(r.document,"touchend",this._onTouchEnd,o),e(r.document,"touchmove",this._onMouseMove,o),t(i,a+"down",this._onMouseDown)},_onMouseDown:function(n){this.__onMouseDown(n),this._resetTransformEventData();var i=this.upperCanvasEl,a=this._getEventPrefix();t(i,a+"move",this._onMouseMove,o),e(r.document,a+"up",this._onMouseUp),e(r.document,a+"move",this._onMouseMove,o)},_onTouchEnd:function(n){if(!(n.touches.length>0)){this.__onMouseUp(n),this._resetTransformEventData(),this.mainTouchId=null;var i=this._getEventPrefix();t(r.document,"touchend",this._onTouchEnd,o),t(r.document,"touchmove",this._onMouseMove,o);var a=this;this._willAddMouseDown&&clearTimeout(this._willAddMouseDown),this._willAddMouseDown=setTimeout((function(){e(a.upperCanvasEl,i+"down",a._onMouseDown),a._willAddMouseDown=0}),400)}},_onMouseUp:function(n){this.__onMouseUp(n),this._resetTransformEventData();var i=this.upperCanvasEl,a=this._getEventPrefix();this._isMainEvent(n)&&(t(r.document,a+"up",this._onMouseUp),t(r.document,a+"move",this._onMouseMove,o),e(i,a+"move",this._onMouseMove,o))},_onMouseMove:function(e){!this.allowTouchScrolling&&e.preventDefault&&e.preventDefault(),this.__onMouseMove(e)},_onResize:function(){this.calcOffset()},_shouldRender:function(e){var t=this._activeObject;return!!(!!t!==!!e||t&&e&&t!==e)||(t&&t.isEditing,!1)},__onMouseUp:function(e){var t,o=this._currentTransform,c=this._groupSelector,l=!1,u=!c||0===c.left&&0===c.top;if(this._cacheTransformEventData(e),t=this._target,this._handleEvent(e,"up:before"),s(e,n))this.fireRightClick&&this._handleEvent(e,"up",n,u);else{if(s(e,i))return this.fireMiddleClick&&this._handleEvent(e,"up",i,u),void this._resetTransformEventData();if(this.isDrawingMode&&this._isCurrentlyDrawing)this._onMouseUpInDrawingMode(e);else if(this._isMainEvent(e)){if(o&&(this._finalizeCurrentTransform(e),l=o.actionPerformed),!u){var h=t===this._activeObject;this._maybeGroupObjects(e),l||(l=this._shouldRender(t)||!h&&t===this._activeObject)}if(t){var f=t._findTargetCorner(this.getPointer(e,!0),r.util.isTouchEvent(e)),d=t.controls[f],p=d&&d.getMouseUpHandler(e,t,d);if(p){var m=this.getPointer(e);p(e,o,m.x,m.y)}t.isMoving=!1}this._setCursorFromEvent(e,t),this._handleEvent(e,"up",a,u),this._groupSelector=null,this._currentTransform=null,t&&(t.__corner=0),l?this.requestRenderAll():u||this.renderTop()}}},_simpleEventHandler:function(e,t){var n=this.findTarget(t),r=this.targets,i={e:t,target:n,subTargets:r};if(this.fire(e,i),n&&n.fire(e,i),!r)return n;for(var a=0;a1&&(t=new r.ActiveSelection(n.reverse(),{canvas:this}),this.setActiveObject(t,e))},_collectObjects:function(n){for(var i,a=[],o=this._groupSelector.ex,s=this._groupSelector.ey,c=o+this._groupSelector.left,l=s+this._groupSelector.top,u=new r.Point(e(o,c),e(s,l)),h=new r.Point(t(o,c),t(s,l)),f=!this.selectionFullyContained,d=o===c&&s===l,p=this._objects.length;p--;)if(i=this._objects[p],i&&i.selectable&&i.visible&&(f&&i.intersectsWithRect(u,h)||i.isContainedWithinRect(u,h)||f&&i.containsPoint(u)||f&&i.containsPoint(h))&&(a.push(i),d))break;return a.length>1&&(a=a.filter((function(e){return!e.onSelect({e:n})}))),a},_maybeGroupObjects:function(e){this.selection&&this._groupSelector&&this._groupSelectedObjects(e),this.setCursor(this.defaultCursor),this._groupSelector=null}})}(),function(){r.util.object.extend(r.StaticCanvas.prototype,{toDataURL:function(e){e||(e={});var t=e.format||"png",n=e.quality||1,i=(e.multiplier||1)*(e.enableRetinaScaling?this.getRetinaScaling():1),a=this.toCanvasElement(i,e);return r.util.toDataURL(a,t,n)},toCanvasElement:function(e,t){e=e||1,t=t||{};var n=(t.width||this.width)*e,i=(t.height||this.height)*e,a=this.getZoom(),o=this.width,s=this.height,c=a*e,l=this.viewportTransform,u=(l[4]-(t.left||0))*e,h=(l[5]-(t.top||0))*e,f=this.interactive,d=[c,0,0,c,u,h],p=this.enableRetinaScaling,m=r.util.createCanvasElement(),v=this.contextTop;return m.width=n,m.height=i,this.contextTop=null,this.enableRetinaScaling=!1,this.interactive=!1,this.viewportTransform=d,this.width=n,this.height=i,this.calcViewportBoundaries(),this.renderCanvas(m.getContext("2d"),this._objects),this.viewportTransform=l,this.width=o,this.height=s,this.calcViewportBoundaries(),this.interactive=f,this.enableRetinaScaling=p,this.contextTop=v,m}})}(),r.util.object.extend(r.StaticCanvas.prototype,{loadFromJSON:function(e,t,n){if(e){var i="string"===typeof e?JSON.parse(e):r.util.object.clone(e),a=this,o=i.clipPath,s=this.renderOnAddRemove;return this.renderOnAddRemove=!1,delete i.clipPath,this._enlivenObjects(i.objects,(function(e){a.clear(),a._setBgOverlay(i,(function(){o?a._enlivenObjects([o],(function(n){a.clipPath=n[0],a.__setupCanvas.call(a,i,e,s,t)})):a.__setupCanvas.call(a,i,e,s,t)}))}),n),this}},__setupCanvas:function(e,t,n,r){var i=this;t.forEach((function(e,t){i.insertAt(e,t)})),this.renderOnAddRemove=n,delete e.objects,delete e.backgroundImage,delete e.overlayImage,delete e.background,delete e.overlay,this._setOptions(e),this.renderAll(),r&&r()},_setBgOverlay:function(e,t){var n={backgroundColor:!1,overlayColor:!1,backgroundImage:!1,overlayImage:!1};if(e.backgroundImage||e.overlayImage||e.background||e.overlay){var r=function(){n.backgroundImage&&n.overlayImage&&n.backgroundColor&&n.overlayColor&&t&&t()};this.__setBgOverlay("backgroundImage",e.backgroundImage,n,r),this.__setBgOverlay("overlayImage",e.overlayImage,n,r),this.__setBgOverlay("backgroundColor",e.background,n,r),this.__setBgOverlay("overlayColor",e.overlay,n,r)}else t&&t()},__setBgOverlay:function(e,t,n,i){var a=this;if(!t)return n[e]=!0,void(i&&i());"backgroundImage"===e||"overlayImage"===e?r.util.enlivenObjects([t],(function(t){a[e]=t[0],n[e]=!0,i&&i()})):this["set"+r.util.string.capitalize(e,!0)](t,(function(){n[e]=!0,i&&i()}))},_enlivenObjects:function(e,t,n){e&&0!==e.length?r.util.enlivenObjects(e,(function(e){t&&t(e)}),null,n):t&&t([])},_toDataURL:function(e,t){this.clone((function(n){t(n.toDataURL(e))}))},_toDataURLWithMultiplier:function(e,t,n){this.clone((function(r){n(r.toDataURLWithMultiplier(e,t))}))},clone:function(e,t){var n=JSON.stringify(this.toJSON(t));this.cloneWithoutData((function(t){t.loadFromJSON(n,(function(){e&&e(t)}))}))},cloneWithoutData:function(e){var t=r.util.createCanvasElement();t.width=this.width,t.height=this.height;var n=new r.Canvas(t);this.backgroundImage?(n.setBackgroundImage(this.backgroundImage.src,(function(){n.renderAll(),e&&e(n)})),n.backgroundImageOpacity=this.backgroundImageOpacity,n.backgroundImageStretch=this.backgroundImageStretch):e&&e(n)}}),function(e){"use strict";var t=e.fabric||(e.fabric={}),n=t.util.object.extend,r=t.util.object.clone,i=t.util.toFixed,a=t.util.string.capitalize,o=t.util.degreesToRadians,s=t.StaticCanvas.supports("setLineDash"),c=!t.isLikelyNode,l=2;t.Object||(t.Object=t.util.createClass(t.CommonMethods,{type:"object",originX:"left",originY:"top",top:0,left:0,width:0,height:0,scaleX:1,scaleY:1,flipX:!1,flipY:!1,opacity:1,angle:0,skewX:0,skewY:0,cornerSize:13,touchCornerSize:24,transparentCorners:!0,hoverCursor:null,moveCursor:null,padding:0,borderColor:"rgb(178,204,255)",borderDashArray:null,cornerColor:"rgb(178,204,255)",cornerStrokeColor:null,cornerStyle:"rect",cornerDashArray:null,centeredScaling:!1,centeredRotation:!0,fill:"rgb(0,0,0)",fillRule:"nonzero",globalCompositeOperation:"source-over",backgroundColor:"",selectionBackgroundColor:"",stroke:null,strokeWidth:1,strokeDashArray:null,strokeDashOffset:0,strokeLineCap:"butt",strokeLineJoin:"miter",strokeMiterLimit:4,shadow:null,borderOpacityWhenMoving:.4,borderScaleFactor:1,minScaleLimit:0,selectable:!0,evented:!0,visible:!0,hasControls:!0,hasBorders:!0,perPixelTargetFind:!1,includeDefaultValues:!0,lockMovementX:!1,lockMovementY:!1,lockRotation:!1,lockScalingX:!1,lockScalingY:!1,lockSkewingX:!1,lockSkewingY:!1,lockScalingFlip:!1,excludeFromExport:!1,objectCaching:c,statefullCache:!1,noScaleCache:!0,strokeUniform:!1,dirty:!0,__corner:0,paintFirst:"fill",stateProperties:"top left width height scaleX scaleY flipX flipY originX originY transformMatrix stroke strokeWidth strokeDashArray strokeLineCap strokeDashOffset strokeLineJoin strokeMiterLimit angle opacity fill globalCompositeOperation shadow visible backgroundColor skewX skewY fillRule paintFirst clipPath strokeUniform".split(" "),cacheProperties:"fill stroke strokeWidth strokeDashArray width height paintFirst strokeUniform strokeLineCap strokeDashOffset strokeLineJoin strokeMiterLimit backgroundColor clipPath".split(" "),colorProperties:"fill stroke backgroundColor".split(" "),clipPath:void 0,inverted:!1,absolutePositioned:!1,initialize:function(e){e&&this.setOptions(e)},_createCacheCanvas:function(){this._cacheProperties={},this._cacheCanvas=t.util.createCanvasElement(),this._cacheContext=this._cacheCanvas.getContext("2d"),this._updateCacheCanvas(),this.dirty=!0},_limitCacheSize:function(e){var n=t.perfLimitSizeTotal,r=e.width,i=e.height,a=t.maxCacheSideLimit,o=t.minCacheSideLimit;if(r<=a&&i<=a&&r*i<=n)return ru&&(e.zoomX/=r/u,e.width=u,e.capped=!0),i>h&&(e.zoomY/=i/h,e.height=h,e.capped=!0),e},_getCacheCanvasDimensions:function(){var e=this.getTotalObjectScaling(),t=this._getTransformedDimensions(0,0),n=t.x*e.scaleX/this.scaleX,r=t.y*e.scaleY/this.scaleY;return{width:n+l,height:r+l,zoomX:e.scaleX,zoomY:e.scaleY,x:n,y:r}},_updateCacheCanvas:function(){var e=this.canvas;if(this.noScaleCache&&e&&e._currentTransform){var n=e._currentTransform.target,r=e._currentTransform.action;if(this===n&&r.slice&&"scale"===r.slice(0,5))return!1}var i,a,o=this._cacheCanvas,s=this._limitCacheSize(this._getCacheCanvasDimensions()),c=t.minCacheSideLimit,l=s.width,u=s.height,h=s.zoomX,f=s.zoomY,d=l!==this.cacheWidth||u!==this.cacheHeight,p=this.zoomX!==h||this.zoomY!==f,m=d||p,v=0,g=0,b=!1;if(d){var y=this._cacheCanvas.width,_=this._cacheCanvas.height,w=l>y||u>_,M=(l<.9*y||u<.9*_)&&y>c&&_>c;b=w||M,w&&!s.capped&&(l>c||u>c)&&(v=.1*l,g=.1*u)}return!!m&&(b?(o.width=Math.ceil(l+v),o.height=Math.ceil(u+g)):(this._cacheContext.setTransform(1,0,0,1,0,0),this._cacheContext.clearRect(0,0,o.width,o.height)),i=s.x/2,a=s.y/2,this.cacheTranslationX=Math.round(o.width/2-i)+i,this.cacheTranslationY=Math.round(o.height/2-a)+a,this.cacheWidth=l,this.cacheHeight=u,this._cacheContext.translate(this.cacheTranslationX,this.cacheTranslationY),this._cacheContext.scale(h,f),this.zoomX=h,this.zoomY=f,!0)},setOptions:function(e){this._setOptions(e),this._initGradient(e.fill,"fill"),this._initGradient(e.stroke,"stroke"),this._initPattern(e.fill,"fill"),this._initPattern(e.stroke,"stroke")},transform:function(e){var t=this.group&&!this.group._transformDone||this.group&&this.canvas&&e===this.canvas.contextTop,n=this.calcTransformMatrix(!t);e.transform(n[0],n[1],n[2],n[3],n[4],n[5])},toObject:function(e){var n=t.Object.NUM_FRACTION_DIGITS,r={type:this.type,version:t.version,originX:this.originX,originY:this.originY,left:i(this.left,n),top:i(this.top,n),width:i(this.width,n),height:i(this.height,n),fill:this.fill&&this.fill.toObject?this.fill.toObject():this.fill,stroke:this.stroke&&this.stroke.toObject?this.stroke.toObject():this.stroke,strokeWidth:i(this.strokeWidth,n),strokeDashArray:this.strokeDashArray?this.strokeDashArray.concat():this.strokeDashArray,strokeLineCap:this.strokeLineCap,strokeDashOffset:this.strokeDashOffset,strokeLineJoin:this.strokeLineJoin,strokeMiterLimit:i(this.strokeMiterLimit,n),scaleX:i(this.scaleX,n),scaleY:i(this.scaleY,n),angle:i(this.angle,n),flipX:this.flipX,flipY:this.flipY,opacity:i(this.opacity,n),shadow:this.shadow&&this.shadow.toObject?this.shadow.toObject():this.shadow,visible:this.visible,backgroundColor:this.backgroundColor,fillRule:this.fillRule,paintFirst:this.paintFirst,globalCompositeOperation:this.globalCompositeOperation,skewX:i(this.skewX,n),skewY:i(this.skewY,n)};return this.clipPath&&(r.clipPath=this.clipPath.toObject(e),r.clipPath.inverted=this.clipPath.inverted,r.clipPath.absolutePositioned=this.clipPath.absolutePositioned),t.util.populateWithProperties(this,r,e),this.includeDefaultValues||(r=this._removeDefaultValues(r)),r},toDatalessObject:function(e){return this.toObject(e)},_removeDefaultValues:function(e){var n=t.util.getKlass(e.type).prototype,r=n.stateProperties;return r.forEach((function(t){if("left"!==t&&"top"!==t){e[t]===n[t]&&delete e[t];var r="[object Array]"===Object.prototype.toString.call(e[t])&&"[object Array]"===Object.prototype.toString.call(n[t]);r&&0===e[t].length&&0===n[t].length&&delete e[t]}})),e},toString:function(){return"#"},getObjectScaling:function(){var e=t.util.qrDecompose(this.calcTransformMatrix());return{scaleX:Math.abs(e.scaleX),scaleY:Math.abs(e.scaleY)}},getTotalObjectScaling:function(){var e=this.getObjectScaling(),t=e.scaleX,n=e.scaleY;if(this.canvas){var r=this.canvas.getZoom(),i=this.canvas.getRetinaScaling();t*=r*i,n*=r*i}return{scaleX:t,scaleY:n}},getObjectOpacity:function(){var e=this.opacity;return this.group&&(e*=this.group.getObjectOpacity()),e},_set:function(e,n){var r="scaleX"===e||"scaleY"===e,i=this[e]!==n,a=!1;return r&&(n=this._constrainScale(n)),"scaleX"===e&&n<0?(this.flipX=!this.flipX,n*=-1):"scaleY"===e&&n<0?(this.flipY=!this.flipY,n*=-1):"shadow"!==e||!n||n instanceof t.Shadow?"dirty"===e&&this.group&&this.group.set("dirty",n):n=new t.Shadow(n),this[e]=n,i&&(a=this.group&&this.group.isOnACache(),this.cacheProperties.indexOf(e)>-1?(this.dirty=!0,a&&this.group.set("dirty",!0)):a&&this.stateProperties.indexOf(e)>-1&&this.group.set("dirty",!0)),this},setOnGroup:function(){},getViewportTransform:function(){return this.canvas&&this.canvas.viewportTransform?this.canvas.viewportTransform:t.iMatrix.concat()},isNotVisible:function(){return 0===this.opacity||!this.width&&!this.height&&0===this.strokeWidth||!this.visible},render:function(e){this.isNotVisible()||this.canvas&&this.canvas.skipOffscreen&&!this.group&&!this.isOnScreen()||(e.save(),this._setupCompositeOperation(e),this.drawSelectionBackground(e),this.transform(e),this._setOpacity(e),this._setShadow(e,this),this.shouldCache()?(this.renderCache(),this.drawCacheOnCanvas(e)):(this._removeCacheCanvas(),this.dirty=!1,this.drawObject(e),this.objectCaching&&this.statefullCache&&this.saveState({propertySet:"cacheProperties"})),e.restore())},renderCache:function(e){e=e||{},this._cacheCanvas||this._createCacheCanvas(),this.isCacheDirty()&&(this.statefullCache&&this.saveState({propertySet:"cacheProperties"}),this.drawObject(this._cacheContext,e.forClipping),this.dirty=!1)},_removeCacheCanvas:function(){this._cacheCanvas=null,this.cacheWidth=0,this.cacheHeight=0},hasStroke:function(){return this.stroke&&"transparent"!==this.stroke&&0!==this.strokeWidth},hasFill:function(){return this.fill&&"transparent"!==this.fill},needsItsOwnCache:function(){return!("stroke"!==this.paintFirst||!this.hasFill()||!this.hasStroke()||"object"!==typeof this.shadow)||!!this.clipPath},shouldCache:function(){return this.ownCaching=this.needsItsOwnCache()||this.objectCaching&&(!this.group||!this.group.isOnACache()),this.ownCaching},willDrawShadow:function(){return!!this.shadow&&(0!==this.shadow.offsetX||0!==this.shadow.offsetY)},drawClipPathOnCache:function(e){var n=this.clipPath;if(e.save(),n.inverted?e.globalCompositeOperation="destination-out":e.globalCompositeOperation="destination-in",n.absolutePositioned){var r=t.util.invertTransform(this.calcTransformMatrix());e.transform(r[0],r[1],r[2],r[3],r[4],r[5])}n.transform(e),e.scale(1/n.zoomX,1/n.zoomY),e.drawImage(n._cacheCanvas,-n.cacheTranslationX,-n.cacheTranslationY),e.restore()},drawObject:function(e,t){var n=this.fill,r=this.stroke;t?(this.fill="black",this.stroke="",this._setClippingProperties(e)):this._renderBackground(e),this._render(e),this._drawClipPath(e),this.fill=n,this.stroke=r},_drawClipPath:function(e){var t=this.clipPath;t&&(t.canvas=this.canvas,t.shouldCache(),t._transformDone=!0,t.renderCache({forClipping:!0}),this.drawClipPathOnCache(e))},drawCacheOnCanvas:function(e){e.scale(1/this.zoomX,1/this.zoomY),e.drawImage(this._cacheCanvas,-this.cacheTranslationX,-this.cacheTranslationY)},isCacheDirty:function(e){if(this.isNotVisible())return!1;if(this._cacheCanvas&&!e&&this._updateCacheCanvas())return!0;if(this.dirty||this.clipPath&&this.clipPath.absolutePositioned||this.statefullCache&&this.hasStateChanged("cacheProperties")){if(this._cacheCanvas&&!e){var t=this.cacheWidth/this.zoomX,n=this.cacheHeight/this.zoomY;this._cacheContext.clearRect(-t/2,-n/2,t,n)}return!0}return!1},_renderBackground:function(e){if(this.backgroundColor){var t=this._getNonTransformedDimensions();e.fillStyle=this.backgroundColor,e.fillRect(-t.x/2,-t.y/2,t.x,t.y),this._removeShadow(e)}},_setOpacity:function(e){this.group&&!this.group._transformDone?e.globalAlpha=this.getObjectOpacity():e.globalAlpha*=this.opacity},_setStrokeStyles:function(e,t){var n=t.stroke;n&&(e.lineWidth=t.strokeWidth,e.lineCap=t.strokeLineCap,e.lineDashOffset=t.strokeDashOffset,e.lineJoin=t.strokeLineJoin,e.miterLimit=t.strokeMiterLimit,n.toLive?"percentage"===n.gradientUnits||n.gradientTrasnform||n.patternTransform?this._applyPatternForTransformedGradient(e,n):(e.strokeStyle=n.toLive(e,this),this._applyPatternGradientTransform(e,n)):e.strokeStyle=t.stroke)},_setFillStyles:function(e,t){var n=t.fill;n&&(n.toLive?(e.fillStyle=n.toLive(e,this),this._applyPatternGradientTransform(e,t.fill)):e.fillStyle=n)},_setClippingProperties:function(e){e.globalAlpha=1,e.strokeStyle="transparent",e.fillStyle="#000000"},_setLineDash:function(e,t,n){t&&0!==t.length&&(1&t.length&&t.push.apply(t,t),s?e.setLineDash(t):n&&n(e))},_renderControls:function(e,n){var r,i,a,s=this.getViewportTransform(),c=this.calcTransformMatrix();n=n||{},i="undefined"!==typeof n.hasBorders?n.hasBorders:this.hasBorders,a="undefined"!==typeof n.hasControls?n.hasControls:this.hasControls,c=t.util.multiplyTransformMatrices(s,c),r=t.util.qrDecompose(c),e.save(),e.translate(r.translateX,r.translateY),e.lineWidth=1*this.borderScaleFactor,this.group||(e.globalAlpha=this.isMoving?this.borderOpacityWhenMoving:1),n.forActiveSelection?(e.rotate(o(r.angle)),i&&this.drawBordersInGroup(e,r,n)):(e.rotate(o(this.angle)),i&&this.drawBorders(e,n)),a&&this.drawControls(e,n),e.restore()},_setShadow:function(e){if(this.shadow){var n,r=this.shadow,i=this.canvas,a=i&&i.viewportTransform[0]||1,o=i&&i.viewportTransform[3]||1;n=r.nonScaling?{scaleX:1,scaleY:1}:this.getObjectScaling(),i&&i._isRetinaScaling()&&(a*=t.devicePixelRatio,o*=t.devicePixelRatio),e.shadowColor=r.color,e.shadowBlur=r.blur*t.browserShadowBlurConstant*(a+o)*(n.scaleX+n.scaleY)/4,e.shadowOffsetX=r.offsetX*a*n.scaleX,e.shadowOffsetY=r.offsetY*o*n.scaleY}},_removeShadow:function(e){this.shadow&&(e.shadowColor="",e.shadowBlur=e.shadowOffsetX=e.shadowOffsetY=0)},_applyPatternGradientTransform:function(e,t){if(!t||!t.toLive)return{offsetX:0,offsetY:0};var n=t.gradientTransform||t.patternTransform,r=-this.width/2+t.offsetX||0,i=-this.height/2+t.offsetY||0;return"percentage"===t.gradientUnits?e.transform(this.width,0,0,this.height,r,i):e.transform(1,0,0,1,r,i),n&&e.transform(n[0],n[1],n[2],n[3],n[4],n[5]),{offsetX:r,offsetY:i}},_renderPaintInOrder:function(e){"stroke"===this.paintFirst?(this._renderStroke(e),this._renderFill(e)):(this._renderFill(e),this._renderStroke(e))},_render:function(){},_renderFill:function(e){this.fill&&(e.save(),this._setFillStyles(e,this),"evenodd"===this.fillRule?e.fill("evenodd"):e.fill(),e.restore())},_renderStroke:function(e){if(this.stroke&&0!==this.strokeWidth){if(this.shadow&&!this.shadow.affectStroke&&this._removeShadow(e),e.save(),this.strokeUniform&&this.group){var t=this.getObjectScaling();e.scale(1/t.scaleX,1/t.scaleY)}else this.strokeUniform&&e.scale(1/this.scaleX,1/this.scaleY);this._setLineDash(e,this.strokeDashArray,this._renderDashedStroke),this._setStrokeStyles(e,this),e.stroke(),e.restore()}},_applyPatternForTransformedGradient:function(e,n){var r,i=this._limitCacheSize(this._getCacheCanvasDimensions()),a=t.util.createCanvasElement(),o=this.canvas.getRetinaScaling(),s=i.x/this.scaleX/o,c=i.y/this.scaleY/o;a.width=s,a.height=c,r=a.getContext("2d"),r.beginPath(),r.moveTo(0,0),r.lineTo(s,0),r.lineTo(s,c),r.lineTo(0,c),r.closePath(),r.translate(s/2,c/2),r.scale(i.zoomX/this.scaleX/o,i.zoomY/this.scaleY/o),this._applyPatternGradientTransform(r,n),r.fillStyle=n.toLive(e),r.fill(),e.translate(-this.width/2-this.strokeWidth/2,-this.height/2-this.strokeWidth/2),e.scale(o*this.scaleX/i.zoomX,o*this.scaleY/i.zoomY),e.strokeStyle=r.createPattern(a,"no-repeat")},_findCenterFromElement:function(){return{x:this.left+this.width/2,y:this.top+this.height/2}},_assignTransformMatrixProps:function(){if(this.transformMatrix){var e=t.util.qrDecompose(this.transformMatrix);this.flipX=!1,this.flipY=!1,this.set("scaleX",e.scaleX),this.set("scaleY",e.scaleY),this.angle=e.angle,this.skewX=e.skewX,this.skewY=0}},_removeTransformMatrix:function(e){var n=this._findCenterFromElement();this.transformMatrix&&(this._assignTransformMatrixProps(),n=t.util.transformPoint(n,this.transformMatrix)),this.transformMatrix=null,e&&(this.scaleX*=e.scaleX,this.scaleY*=e.scaleY,this.cropX=e.cropX,this.cropY=e.cropY,n.x+=e.offsetLeft,n.y+=e.offsetTop,this.width=e.width,this.height=e.height),this.setPositionByOrigin(n,"center","center")},clone:function(e,n){var r=this.toObject(n);this.constructor.fromObject?this.constructor.fromObject(r,e):t.Object._fromObject("Object",r,e)},cloneAsImage:function(e,n){var r=this.toCanvasElement(n);return e&&e(new t.Image(r)),this},toCanvasElement:function(e){e||(e={});var n=t.util,r=n.saveObjectTransform(this),i=this.group,a=this.shadow,o=Math.abs,s=(e.multiplier||1)*(e.enableRetinaScaling?t.devicePixelRatio:1);delete this.group,e.withoutTransform&&n.resetObjectTransform(this),e.withoutShadow&&(this.shadow=null);var c,l,u,h,f=t.util.createCanvasElement(),d=this.getBoundingRect(!0,!0),p=this.shadow,m={x:0,y:0};p&&(l=p.blur,c=p.nonScaling?{scaleX:1,scaleY:1}:this.getObjectScaling(),m.x=2*Math.round(o(p.offsetX)+l)*o(c.scaleX),m.y=2*Math.round(o(p.offsetY)+l)*o(c.scaleY)),u=d.width+m.x,h=d.height+m.y,f.width=Math.ceil(u),f.height=Math.ceil(h);var v=new t.StaticCanvas(f,{enableRetinaScaling:!1,renderOnAddRemove:!1,skipOffscreen:!1});"jpeg"===e.format&&(v.backgroundColor="#fff"),this.setPositionByOrigin(new t.Point(v.width/2,v.height/2),"center","center");var g=this.canvas;v.add(this);var b=v.toCanvasElement(s||1,e);return this.shadow=a,this.set("canvas",g),i&&(this.group=i),this.set(r).setCoords(),v._objects=[],v.dispose(),v=null,b},toDataURL:function(e){return e||(e={}),t.util.toDataURL(this.toCanvasElement(e),e.format||"png",e.quality||1)},isType:function(e){return this.type===e},complexity:function(){return 1},toJSON:function(e){return this.toObject(e)},rotate:function(e){var t=("center"!==this.originX||"center"!==this.originY)&&this.centeredRotation;return t&&this._setOriginToCenter(),this.set("angle",e),t&&this._resetOrigin(),this},centerH:function(){return this.canvas&&this.canvas.centerObjectH(this),this},viewportCenterH:function(){return this.canvas&&this.canvas.viewportCenterObjectH(this),this},centerV:function(){return this.canvas&&this.canvas.centerObjectV(this),this},viewportCenterV:function(){return this.canvas&&this.canvas.viewportCenterObjectV(this),this},center:function(){return this.canvas&&this.canvas.centerObject(this),this},viewportCenter:function(){return this.canvas&&this.canvas.viewportCenterObject(this),this},getLocalPointer:function(e,n){n=n||this.canvas.getPointer(e);var r=new t.Point(n.x,n.y),i=this._getLeftTopCoords();return this.angle&&(r=t.util.rotatePoint(r,i,o(-this.angle))),{x:r.x-i.x,y:r.y-i.y}},_setupCompositeOperation:function(e){this.globalCompositeOperation&&(e.globalCompositeOperation=this.globalCompositeOperation)}}),t.util.createAccessors&&t.util.createAccessors(t.Object),n(t.Object.prototype,t.Observable),t.Object.NUM_FRACTION_DIGITS=2,t.Object._fromObject=function(e,n,i,a){var o=t[e];n=r(n,!0),t.util.enlivenPatterns([n.fill,n.stroke],(function(e){"undefined"!==typeof e[0]&&(n.fill=e[0]),"undefined"!==typeof e[1]&&(n.stroke=e[1]),t.util.enlivenObjects([n.clipPath],(function(e){n.clipPath=e[0];var t=a?new o(n[a],n):new o(n);i&&i(t)}))}))},t.Object.__uid=0)}(t),function(){var e=r.util.degreesToRadians,t={left:-.5,center:0,right:.5},n={top:-.5,center:0,bottom:.5};r.util.object.extend(r.Object.prototype,{translateToGivenOrigin:function(e,i,a,o,s){var c,l,u,h=e.x,f=e.y;return"string"===typeof i?i=t[i]:i-=.5,"string"===typeof o?o=t[o]:o-=.5,c=o-i,"string"===typeof a?a=n[a]:a-=.5,"string"===typeof s?s=n[s]:s-=.5,l=s-a,(c||l)&&(u=this._getTransformedDimensions(),h=e.x+c*u.x,f=e.y+l*u.y),new r.Point(h,f)},translateToCenterPoint:function(t,n,i){var a=this.translateToGivenOrigin(t,n,i,"center","center");return this.angle?r.util.rotatePoint(a,t,e(this.angle)):a},translateToOriginPoint:function(t,n,i){var a=this.translateToGivenOrigin(t,"center","center",n,i);return this.angle?r.util.rotatePoint(a,t,e(this.angle)):a},getCenterPoint:function(){var e=new r.Point(this.left,this.top);return this.translateToCenterPoint(e,this.originX,this.originY)},getPointByOrigin:function(e,t){var n=this.getCenterPoint();return this.translateToOriginPoint(n,e,t)},toLocalPoint:function(t,n,i){var a,o,s=this.getCenterPoint();return a="undefined"!==typeof n&&"undefined"!==typeof i?this.translateToGivenOrigin(s,"center","center",n,i):new r.Point(this.left,this.top),o=new r.Point(t.x,t.y),this.angle&&(o=r.util.rotatePoint(o,s,-e(this.angle))),o.subtractEquals(a)},setPositionByOrigin:function(e,t,n){var r=this.translateToCenterPoint(e,t,n),i=this.translateToOriginPoint(r,this.originX,this.originY);this.set("left",i.x),this.set("top",i.y)},adjustPosition:function(n){var i,a,o=e(this.angle),s=this.getScaledWidth(),c=r.util.cos(o)*s,l=r.util.sin(o)*s;i="string"===typeof this.originX?t[this.originX]:this.originX-.5,a="string"===typeof n?t[n]:n-.5,this.left+=c*(a-i),this.top+=l*(a-i),this.setCoords(),this.originX=n},_setOriginToCenter:function(){this._originalOriginX=this.originX,this._originalOriginY=this.originY;var e=this.getCenterPoint();this.originX="center",this.originY="center",this.left=e.x,this.top=e.y},_resetOrigin:function(){var e=this.translateToOriginPoint(this.getCenterPoint(),this._originalOriginX,this._originalOriginY);this.originX=this._originalOriginX,this.originY=this._originalOriginY,this.left=e.x,this.top=e.y,this._originalOriginX=null,this._originalOriginY=null},_getLeftTopCoords:function(){return this.translateToOriginPoint(this.getCenterPoint(),"left","top")}})}(),function(){function e(e){return[new r.Point(e.tl.x,e.tl.y),new r.Point(e.tr.x,e.tr.y),new r.Point(e.br.x,e.br.y),new r.Point(e.bl.x,e.bl.y)]}var t=r.util,n=t.degreesToRadians,i=t.multiplyTransformMatrices,a=t.transformPoint;t.object.extend(r.Object.prototype,{oCoords:null,aCoords:null,lineCoords:null,ownMatrixCache:null,matrixCache:null,controls:{},_getCoords:function(e,t){return t?e?this.calcACoords():this.calcLineCoords():(this.aCoords&&this.lineCoords||this.setCoords(!0),e?this.aCoords:this.lineCoords)},getCoords:function(t,n){return e(this._getCoords(t,n))},intersectsWithRect:function(e,t,n,i){var a=this.getCoords(n,i),o=r.Intersection.intersectPolygonRectangle(a,e,t);return"Intersection"===o.status},intersectsWithObject:function(e,t,n){var i=r.Intersection.intersectPolygonPolygon(this.getCoords(t,n),e.getCoords(t,n));return"Intersection"===i.status||e.isContainedWithinObject(this,t,n)||this.isContainedWithinObject(e,t,n)},isContainedWithinObject:function(e,t,n){for(var r=this.getCoords(t,n),i=t?e.aCoords:e.lineCoords,a=0,o=e._getImageLines(i);a<4;a++)if(!e.containsPoint(r[a],o))return!1;return!0},isContainedWithinRect:function(e,t,n,r){var i=this.getBoundingRect(n,r);return i.left>=e.x&&i.left+i.width<=t.x&&i.top>=e.y&&i.top+i.height<=t.y},containsPoint:function(e,t,n,r){var i=this._getCoords(n,r),a=(t=t||this._getImageLines(i),this._findCrossPoints(e,t));return 0!==a&&a%2===1},isOnScreen:function(e){if(!this.canvas)return!1;var t=this.canvas.vptCoords.tl,n=this.canvas.vptCoords.br,r=this.getCoords(!0,e);return!!r.some((function(e){return e.x<=n.x&&e.x>=t.x&&e.y<=n.y&&e.y>=t.y}))||(!!this.intersectsWithRect(t,n,!0,e)||this._containsCenterOfCanvas(t,n,e))},_containsCenterOfCanvas:function(e,t,n){var r={x:(e.x+t.x)/2,y:(e.y+t.y)/2};return!!this.containsPoint(r,null,!0,n)},isPartiallyOnScreen:function(e){if(!this.canvas)return!1;var t=this.canvas.vptCoords.tl,n=this.canvas.vptCoords.br;if(this.intersectsWithRect(t,n,!0,e))return!0;var r=this.getCoords(!0,e).every((function(e){return(e.x>=n.x||e.x<=t.x)&&(e.y>=n.y||e.y<=t.y)}));return r&&this._containsCenterOfCanvas(t,n,e)},_getImageLines:function(e){var t={topline:{o:e.tl,d:e.tr},rightline:{o:e.tr,d:e.br},bottomline:{o:e.br,d:e.bl},leftline:{o:e.bl,d:e.tl}};return t},_findCrossPoints:function(e,t){var n,r,i,a,o,s,c=0;for(var l in t)if(s=t[l],!(s.o.y=e.y&&s.d.y>=e.y)&&(s.o.x===s.d.x&&s.o.x>=e.x?o=s.o.x:(n=0,r=(s.d.y-s.o.y)/(s.d.x-s.o.x),i=e.y-n*e.x,a=s.o.y-r*s.o.x,o=-(i-a)/(n-r)),o>=e.x&&(c+=1),2===c))break;return c},getBoundingRect:function(e,n){var r=this.getCoords(e,n);return t.makeBoundingBoxFromPoints(r)},getScaledWidth:function(){return this._getTransformedDimensions().x},getScaledHeight:function(){return this._getTransformedDimensions().y},_constrainScale:function(e){return Math.abs(e)\n')}},toSVG:function(e){return this._createBaseSVGMarkup(this._toSVG(e),{reviver:e})},toClipPathSVG:function(e){return"\t"+this._createBaseClipPathSVGMarkup(this._toSVG(e),{reviver:e})},_createBaseClipPathSVGMarkup:function(e,t){t=t||{};var n=t.reviver,r=t.additionalTransform||"",i=[this.getSvgTransform(!0,r),this.getSvgCommons()].join(""),a=e.indexOf("COMMON_PARTS");return e[a]=i,n?n(e.join("")):e.join("")},_createBaseSVGMarkup:function(e,t){t=t||{};var n,i,a=t.noStyle,o=t.reviver,s=a?"":'style="'+this.getSvgStyles()+'" ',c=t.withShadow?'style="'+this.getSvgFilter()+'" ':"",l=this.clipPath,u=this.strokeUniform?'vector-effect="non-scaling-stroke" ':"",h=l&&l.absolutePositioned,f=this.stroke,d=this.fill,p=this.shadow,m=[],v=e.indexOf("COMMON_PARTS"),g=t.additionalTransform;return l&&(l.clipPathId="CLIPPATH_"+r.Object.__uid++,i='\n'+l.toClipPathSVG(o)+"\n"),h&&m.push("\n"),m.push("\n"),n=[s,u,a?"":this.addPaintOrder()," ",g?'transform="'+g+'" ':""].join(""),e[v]=n,d&&d.toLive&&m.push(d.toSVG(this)),f&&f.toLive&&m.push(f.toSVG(this)),p&&m.push(p.toSVG(this)),l&&m.push(i),m.push(e.join("")),m.push("\n"),h&&m.push("\n"),o?o(m.join("")):m.join("")},addPaintOrder:function(){return"fill"!==this.paintFirst?' paint-order="'+this.paintFirst+'" ':""}})}(),function(){var e=r.util.object.extend,t="stateProperties";function n(t,n,r){var i={},a=!0;r.forEach((function(e){i[e]=t[e]})),e(t[n],i,a)}function i(e,t,n){if(e===t)return!0;if(Array.isArray(e)){if(!Array.isArray(t)||e.length!==t.length)return!1;for(var r=0,a=e.length;r=0;c--)if(i=s[c],this.isControlVisible(i)&&(r=this._getImageLines(t?this.oCoords[i].touchCorner:this.oCoords[i].corner),n=this._findCrossPoints({x:a,y:o},r),0!==n&&n%2===1))return this.__corner=i,i;return!1},forEachControl:function(e){for(var t in this.controls)e(this.controls[t],t,this)},_setCornerCoords:function(){var e=this.oCoords;for(var t in e){var n=this.controls[t];e[t].corner=n.calcCornerCoords(this.angle,this.cornerSize,e[t].x,e[t].y,!1),e[t].touchCorner=n.calcCornerCoords(this.angle,this.touchCornerSize,e[t].x,e[t].y,!0)}},drawSelectionBackground:function(t){if(!this.selectionBackgroundColor||this.canvas&&!this.canvas.interactive||this.canvas&&this.canvas._activeObject!==this)return this;t.save();var n=this.getCenterPoint(),r=this._calculateCurrentDimensions(),i=this.canvas.viewportTransform;return t.translate(n.x,n.y),t.scale(1/i[0],1/i[3]),t.rotate(e(this.angle)),t.fillStyle=this.selectionBackgroundColor,t.fillRect(-r.x/2,-r.y/2,r.x,r.y),t.restore(),this},drawBorders:function(e,t){t=t||{};var n=this._calculateCurrentDimensions(),r=this.borderScaleFactor,i=n.x+r,a=n.y+r,o="undefined"!==typeof t.hasControls?t.hasControls:this.hasControls,s=!1;return e.save(),e.strokeStyle=t.borderColor||this.borderColor,this._setLineDash(e,t.borderDashArray||this.borderDashArray,null),e.strokeRect(-i/2,-a/2,i,a),o&&(e.beginPath(),this.forEachControl((function(t,n,r){t.withConnection&&t.getVisibility(r,n)&&(s=!0,e.moveTo(t.x*i,t.y*a),e.lineTo(t.x*i+t.offsetX,t.y*a+t.offsetY))})),s&&e.stroke()),e.restore(),this},drawBordersInGroup:function(e,t,n){n=n||{};var i=r.util.sizeAfterTransform(this.width,this.height,t),a=this.strokeWidth,o=this.strokeUniform,s=this.borderScaleFactor,c=i.x+a*(o?this.canvas.getZoom():t.scaleX)+s,l=i.y+a*(o?this.canvas.getZoom():t.scaleY)+s;return e.save(),this._setLineDash(e,n.borderDashArray||this.borderDashArray,null),e.strokeStyle=n.borderColor||this.borderColor,e.strokeRect(-c/2,-l/2,c,l),e.restore(),this},drawControls:function(e,t){return t=t||{},e.save(),e.setTransform(this.canvas.getRetinaScaling(),0,0,this.canvas.getRetinaScaling(),0,0),e.strokeStyle=e.fillStyle=t.cornerColor||this.cornerColor,this.transparentCorners||(e.strokeStyle=t.cornerStrokeColor||this.cornerStrokeColor),this._setLineDash(e,t.cornerDashArray||this.cornerDashArray,null),this.setCoords(),this.forEachControl((function(n,r,i){n.getVisibility(i,r)&&n.render(e,i.oCoords[r].x,i.oCoords[r].y,t,i)})),e.restore(),this},isControlVisible:function(e){return this.controls[e]&&this.controls[e].getVisibility(this,e)},setControlVisible:function(e,t){return this._controlsVisibility||(this._controlsVisibility={}),this._controlsVisibility[e]=t,this},setControlsVisibility:function(e){for(var t in e||(e={}),e)this.setControlVisible(t,e[t]);return this},onDeselect:function(){},onSelect:function(){}})}(),r.util.object.extend(r.StaticCanvas.prototype,{FX_DURATION:500,fxCenterObjectH:function(e,t){t=t||{};var n=function(){},i=t.onComplete||n,a=t.onChange||n,o=this;return r.util.animate({startValue:e.left,endValue:this.getCenter().left,duration:this.FX_DURATION,onChange:function(t){e.set("left",t),o.requestRenderAll(),a()},onComplete:function(){e.setCoords(),i()}}),this},fxCenterObjectV:function(e,t){t=t||{};var n=function(){},i=t.onComplete||n,a=t.onChange||n,o=this;return r.util.animate({startValue:e.top,endValue:this.getCenter().top,duration:this.FX_DURATION,onChange:function(t){e.set("top",t),o.requestRenderAll(),a()},onComplete:function(){e.setCoords(),i()}}),this},fxRemove:function(e,t){t=t||{};var n=function(){},i=t.onComplete||n,a=t.onChange||n,o=this;return r.util.animate({startValue:e.opacity,endValue:0,duration:this.FX_DURATION,onChange:function(t){e.set("opacity",t),o.requestRenderAll(),a()},onComplete:function(){o.remove(e),i()}}),this}}),r.util.object.extend(r.Object.prototype,{animate:function(){if(arguments[0]&&"object"===typeof arguments[0]){var e,t,n=[];for(e in arguments[0])n.push(e);for(var r=0,i=n.length;r-1||a&&o.colorProperties.indexOf(a[1])>-1,c=a?this.get(a[0])[a[1]]:this.get(e);"from"in n||(n.from=c),s||(t=~t.indexOf("=")?c+parseFloat(t.replace("=","")):parseFloat(t));var l={startValue:n.from,endValue:t,byValue:n.by,easing:n.easing,duration:n.duration,abort:n.abort&&function(){return n.abort.call(o)},onChange:function(t,r,s){a?o[a[0]][a[1]]=t:o.set(e,t),i||n.onChange&&n.onChange(t,r,s)},onComplete:function(e,t,r){i||(o.setCoords(),n.onComplete&&n.onComplete(e,t,r))}};s?r.util.animateColor(l.startValue,l.endValue,l.duration,l):r.util.animate(l)}}),function(e){"use strict";var t=e.fabric||(e.fabric={}),n=t.util.object.extend,r=t.util.object.clone,i={x1:1,x2:1,y1:1,y2:1},a=t.StaticCanvas.supports("setLineDash");function o(e,t){var n=e.origin,r=e.axis1,i=e.axis2,a=e.dimension,o=t.nearest,s=t.center,c=t.farthest;return function(){switch(this.get(n)){case o:return Math.min(this.get(r),this.get(i));case s:return Math.min(this.get(r),this.get(i))+.5*this.get(a);case c:return Math.max(this.get(r),this.get(i))}}}t.Line?t.warn("fabric.Line is already defined"):(t.Line=t.util.createClass(t.Object,{type:"line",x1:0,y1:0,x2:0,y2:0,cacheProperties:t.Object.prototype.cacheProperties.concat("x1","x2","y1","y2"),initialize:function(e,t){e||(e=[0,0,0,0]),this.callSuper("initialize",t),this.set("x1",e[0]),this.set("y1",e[1]),this.set("x2",e[2]),this.set("y2",e[3]),this._setWidthHeight(t)},_setWidthHeight:function(e){e||(e={}),this.width=Math.abs(this.x2-this.x1),this.height=Math.abs(this.y2-this.y1),this.left="left"in e?e.left:this._getLeftToOriginX(),this.top="top"in e?e.top:this._getTopToOriginY()},_set:function(e,t){return this.callSuper("_set",e,t),"undefined"!==typeof i[e]&&this._setWidthHeight(),this},_getLeftToOriginX:o({origin:"originX",axis1:"x1",axis2:"x2",dimension:"width"},{nearest:"left",center:"center",farthest:"right"}),_getTopToOriginY:o({origin:"originY",axis1:"y1",axis2:"y2",dimension:"height"},{nearest:"top",center:"center",farthest:"bottom"}),_render:function(e){if(e.beginPath(),!this.strokeDashArray||this.strokeDashArray&&a){var t=this.calcLinePoints();e.moveTo(t.x1,t.y1),e.lineTo(t.x2,t.y2)}e.lineWidth=this.strokeWidth;var n=e.strokeStyle;e.strokeStyle=this.stroke||e.fillStyle,this.stroke&&this._renderStroke(e),e.strokeStyle=n},_renderDashedStroke:function(e){var n=this.calcLinePoints();e.beginPath(),t.util.drawDashedLine(e,n.x1,n.y1,n.x2,n.y2,this.strokeDashArray),e.closePath()},_findCenterFromElement:function(){return{x:(this.x1+this.x2)/2,y:(this.y1+this.y2)/2}},toObject:function(e){return n(this.callSuper("toObject",e),this.calcLinePoints())},_getNonTransformedDimensions:function(){var e=this.callSuper("_getNonTransformedDimensions");return"butt"===this.strokeLineCap&&(0===this.width&&(e.y-=this.strokeWidth),0===this.height&&(e.x-=this.strokeWidth)),e},calcLinePoints:function(){var e=this.x1<=this.x2?-1:1,t=this.y1<=this.y2?-1:1,n=e*this.width*.5,r=t*this.height*.5,i=e*this.width*-.5,a=t*this.height*-.5;return{x1:n,x2:i,y1:r,y2:a}},_toSVG:function(){var e=this.calcLinePoints();return["\n']}}),t.Line.ATTRIBUTE_NAMES=t.SHARED_ATTRIBUTES.concat("x1 y1 x2 y2".split(" ")),t.Line.fromElement=function(e,r,i){i=i||{};var a=t.parseAttributes(e,t.Line.ATTRIBUTE_NAMES),o=[a.x1||0,a.y1||0,a.x2||0,a.y2||0];r(new t.Line(o,n(a,i)))},t.Line.fromObject=function(e,n){function i(e){delete e.points,n&&n(e)}var a=r(e,!0);a.points=[e.x1,e.y1,e.x2,e.y2],t.Object._fromObject("Line",a,i,"points")})}(t),function(e){"use strict";var t=e.fabric||(e.fabric={}),n=Math.PI;function r(e){return"radius"in e&&e.radius>=0}t.Circle?t.warn("fabric.Circle is already defined."):(t.Circle=t.util.createClass(t.Object,{type:"circle",radius:0,startAngle:0,endAngle:2*n,cacheProperties:t.Object.prototype.cacheProperties.concat("radius","startAngle","endAngle"),_set:function(e,t){return this.callSuper("_set",e,t),"radius"===e&&this.setRadius(t),this},toObject:function(e){return this.callSuper("toObject",["radius","startAngle","endAngle"].concat(e))},_toSVG:function(){var e,r=0,i=0,a=(this.endAngle-this.startAngle)%(2*n);if(0===a)e=["\n'];else{var o=t.util.cos(this.startAngle)*this.radius,s=t.util.sin(this.startAngle)*this.radius,c=t.util.cos(this.endAngle)*this.radius,l=t.util.sin(this.endAngle)*this.radius,u=a>n?"1":"0";e=['\n"]}return e},_render:function(e){e.beginPath(),e.arc(0,0,this.radius,this.startAngle,this.endAngle,!1),this._renderPaintInOrder(e)},getRadiusX:function(){return this.get("radius")*this.get("scaleX")},getRadiusY:function(){return this.get("radius")*this.get("scaleY")},setRadius:function(e){return this.radius=e,this.set("width",2*e).set("height",2*e)}}),t.Circle.ATTRIBUTE_NAMES=t.SHARED_ATTRIBUTES.concat("cx cy r".split(" ")),t.Circle.fromElement=function(e,n){var i=t.parseAttributes(e,t.Circle.ATTRIBUTE_NAMES);if(!r(i))throw new Error("value of `r` attribute is required and can not be negative");i.left=(i.left||0)-i.radius,i.top=(i.top||0)-i.radius,n(new t.Circle(i))},t.Circle.fromObject=function(e,n){return t.Object._fromObject("Circle",e,n)})}(t),function(e){"use strict";var t=e.fabric||(e.fabric={});t.Triangle?t.warn("fabric.Triangle is already defined"):(t.Triangle=t.util.createClass(t.Object,{type:"triangle",width:100,height:100,_render:function(e){var t=this.width/2,n=this.height/2;e.beginPath(),e.moveTo(-t,n),e.lineTo(0,-n),e.lineTo(t,n),e.closePath(),this._renderPaintInOrder(e)},_renderDashedStroke:function(e){var n=this.width/2,r=this.height/2;e.beginPath(),t.util.drawDashedLine(e,-n,r,0,-r,this.strokeDashArray),t.util.drawDashedLine(e,0,-r,n,r,this.strokeDashArray),t.util.drawDashedLine(e,n,r,-n,r,this.strokeDashArray),e.closePath()},_toSVG:function(){var e=this.width/2,t=this.height/2,n=[-e+" "+t,"0 "+-t,e+" "+t].join(",");return["']}}),t.Triangle.fromObject=function(e,n){return t.Object._fromObject("Triangle",e,n)})}(t),function(e){"use strict";var t=e.fabric||(e.fabric={}),n=2*Math.PI;t.Ellipse?t.warn("fabric.Ellipse is already defined."):(t.Ellipse=t.util.createClass(t.Object,{type:"ellipse",rx:0,ry:0,cacheProperties:t.Object.prototype.cacheProperties.concat("rx","ry"),initialize:function(e){this.callSuper("initialize",e),this.set("rx",e&&e.rx||0),this.set("ry",e&&e.ry||0)},_set:function(e,t){switch(this.callSuper("_set",e,t),e){case"rx":this.rx=t,this.set("width",2*t);break;case"ry":this.ry=t,this.set("height",2*t);break}return this},getRx:function(){return this.get("rx")*this.get("scaleX")},getRy:function(){return this.get("ry")*this.get("scaleY")},toObject:function(e){return this.callSuper("toObject",["rx","ry"].concat(e))},_toSVG:function(){return["\n']},_render:function(e){e.beginPath(),e.save(),e.transform(1,0,0,this.ry/this.rx,0,0),e.arc(0,0,this.rx,0,n,!1),e.restore(),this._renderPaintInOrder(e)}}),t.Ellipse.ATTRIBUTE_NAMES=t.SHARED_ATTRIBUTES.concat("cx cy rx ry".split(" ")),t.Ellipse.fromElement=function(e,n){var r=t.parseAttributes(e,t.Ellipse.ATTRIBUTE_NAMES);r.left=(r.left||0)-r.rx,r.top=(r.top||0)-r.ry,n(new t.Ellipse(r))},t.Ellipse.fromObject=function(e,n){return t.Object._fromObject("Ellipse",e,n)})}(t),function(e){"use strict";var t=e.fabric||(e.fabric={}),n=t.util.object.extend;t.Rect?t.warn("fabric.Rect is already defined"):(t.Rect=t.util.createClass(t.Object,{stateProperties:t.Object.prototype.stateProperties.concat("rx","ry"),type:"rect",rx:0,ry:0,cacheProperties:t.Object.prototype.cacheProperties.concat("rx","ry"),initialize:function(e){this.callSuper("initialize",e),this._initRxRy()},_initRxRy:function(){this.rx&&!this.ry?this.ry=this.rx:this.ry&&!this.rx&&(this.rx=this.ry)},_render:function(e){var t=this.rx?Math.min(this.rx,this.width/2):0,n=this.ry?Math.min(this.ry,this.height/2):0,r=this.width,i=this.height,a=-this.width/2,o=-this.height/2,s=0!==t||0!==n,c=.4477152502;e.beginPath(),e.moveTo(a+t,o),e.lineTo(a+r-t,o),s&&e.bezierCurveTo(a+r-c*t,o,a+r,o+c*n,a+r,o+n),e.lineTo(a+r,o+i-n),s&&e.bezierCurveTo(a+r,o+i-c*n,a+r-c*t,o+i,a+r-t,o+i),e.lineTo(a+t,o+i),s&&e.bezierCurveTo(a+c*t,o+i,a,o+i-c*n,a,o+i-n),e.lineTo(a,o+n),s&&e.bezierCurveTo(a,o+c*n,a+c*t,o,a+t,o),e.closePath(),this._renderPaintInOrder(e)},_renderDashedStroke:function(e){var n=-this.width/2,r=-this.height/2,i=this.width,a=this.height;e.beginPath(),t.util.drawDashedLine(e,n,r,n+i,r,this.strokeDashArray),t.util.drawDashedLine(e,n+i,r,n+i,r+a,this.strokeDashArray),t.util.drawDashedLine(e,n+i,r+a,n,r+a,this.strokeDashArray),t.util.drawDashedLine(e,n,r+a,n,r,this.strokeDashArray),e.closePath()},toObject:function(e){return this.callSuper("toObject",["rx","ry"].concat(e))},_toSVG:function(){var e=-this.width/2,t=-this.height/2;return["\n']}}),t.Rect.ATTRIBUTE_NAMES=t.SHARED_ATTRIBUTES.concat("x y rx ry width height".split(" ")),t.Rect.fromElement=function(e,r,i){if(!e)return r(null);i=i||{};var a=t.parseAttributes(e,t.Rect.ATTRIBUTE_NAMES);a.left=a.left||0,a.top=a.top||0,a.height=a.height||0,a.width=a.width||0;var o=new t.Rect(n(i?t.util.object.clone(i):{},a));o.visible=o.visible&&o.width>0&&o.height>0,r(o)},t.Rect.fromObject=function(e,n){return t.Object._fromObject("Rect",e,n)})}(t),function(e){"use strict";var t=e.fabric||(e.fabric={}),n=t.util.object.extend,r=t.util.array.min,i=t.util.array.max,a=t.util.toFixed;t.Polyline?t.warn("fabric.Polyline is already defined"):(t.Polyline=t.util.createClass(t.Object,{type:"polyline",points:null,cacheProperties:t.Object.prototype.cacheProperties.concat("points"),initialize:function(e,t){t=t||{},this.points=e||[],this.callSuper("initialize",t),this._setPositionDimensions(t)},_setPositionDimensions:function(e){var t,n=this._calcDimensions(e);this.width=n.width,this.height=n.height,e.fromSVG||(t=this.translateToGivenOrigin({x:n.left-this.strokeWidth/2,y:n.top-this.strokeWidth/2},"left","top",this.originX,this.originY)),"undefined"===typeof e.left&&(this.left=e.fromSVG?n.left:t.x),"undefined"===typeof e.top&&(this.top=e.fromSVG?n.top:t.y),this.pathOffset={x:n.left+this.width/2,y:n.top+this.height/2}},_calcDimensions:function(){var e=this.points,t=r(e,"x")||0,n=r(e,"y")||0,a=i(e,"x")||0,o=i(e,"y")||0,s=a-t,c=o-n;return{left:t,top:n,width:s,height:c}},toObject:function(e){return n(this.callSuper("toObject",e),{points:this.points.concat()})},_toSVG:function(){for(var e=[],n=this.pathOffset.x,r=this.pathOffset.y,i=t.Object.NUM_FRACTION_DIGITS,o=0,s=this.points.length;o\n']},commonRender:function(e){var t,n=this.points.length,r=this.pathOffset.x,i=this.pathOffset.y;if(!n||isNaN(this.points[n-1].y))return!1;e.beginPath(),e.moveTo(this.points[0].x-r,this.points[0].y-i);for(var a=0;a"},toObject:function(e){return i(this.callSuper("toObject",e),{path:this.path.map((function(e){return e.slice()}))})},toDatalessObject:function(e){var t=this.toObject(["sourcePath"].concat(e));return t.sourcePath&&delete t.path,t},_toSVG:function(){var e=this.path.map((function(e){return e.join(" ")})).join(" ");return["\n"]},_getOffsetTransform:function(){var e=t.Object.NUM_FRACTION_DIGITS;return" translate("+o(-this.pathOffset.x,e)+", "+o(-this.pathOffset.y,e)+")"},toClipPathSVG:function(e){var t=this._getOffsetTransform();return"\t"+this._createBaseClipPathSVGMarkup(this._toSVG(),{reviver:e,additionalTransform:t})},toSVG:function(e){var t=this._getOffsetTransform();return this._createBaseSVGMarkup(this._toSVG(),{reviver:e,additionalTransform:t})},complexity:function(){return this.path.length},_calcDimensions:function(){for(var e,i,a=[],o=[],s=0,c=0,l=0,u=0,h=0,f=this.path.length;h"},addWithUpdate:function(e){return this._restoreObjectsState(),t.util.resetObjectTransform(this),e&&(this._objects.push(e),e.group=this,e._set("canvas",this.canvas)),this._calcBounds(),this._updateObjectsCoords(),this.setCoords(),this.dirty=!0,this},removeWithUpdate:function(e){return this._restoreObjectsState(),t.util.resetObjectTransform(this),this.remove(e),this._calcBounds(),this._updateObjectsCoords(),this.setCoords(),this.dirty=!0,this},_onObjectAdded:function(e){this.dirty=!0,e.group=this,e._set("canvas",this.canvas)},_onObjectRemoved:function(e){this.dirty=!0,delete e.group},_set:function(e,n){var r=this._objects.length;if(this.useSetOnGroup)while(r--)this._objects[r].setOnGroup(e,n);if("canvas"===e)while(r--)this._objects[r]._set(e,n);t.Object.prototype._set.call(this,e,n)},toObject:function(e){var n=this.includeDefaultValues,r=this._objects.map((function(t){var r=t.includeDefaultValues;t.includeDefaultValues=n;var i=t.toObject(e);return t.includeDefaultValues=r,i})),i=t.Object.prototype.toObject.call(this,e);return i.objects=r,i},toDatalessObject:function(e){var n,r=this.sourcePath;if(r)n=r;else{var i=this.includeDefaultValues;n=this._objects.map((function(t){var n=t.includeDefaultValues;t.includeDefaultValues=i;var r=t.toDatalessObject(e);return t.includeDefaultValues=n,r}))}var a=t.Object.prototype.toDatalessObject.call(this,e);return a.objects=n,a},render:function(e){this._transformDone=!0,this.callSuper("render",e),this._transformDone=!1},shouldCache:function(){var e=t.Object.prototype.shouldCache.call(this);if(e)for(var n=0,r=this._objects.length;n\n"],n=0,r=this._objects.length;n\n"),t},getSvgStyles:function(){var e="undefined"!==typeof this.opacity&&1!==this.opacity?"opacity: "+this.opacity+";":"",t=this.visible?"":" visibility: hidden;";return[e,this.getSvgFilter(),t].join("")},toClipPathSVG:function(e){for(var t=[],n=0,r=this._objects.length;n"},shouldCache:function(){return!1},isOnACache:function(){return!1},_renderControls:function(e,t,n){e.save(),e.globalAlpha=this.isMoving?this.borderOpacityWhenMoving:1,this.callSuper("_renderControls",e,t),n=n||{},"undefined"===typeof n.hasControls&&(n.hasControls=!1),n.forActiveSelection=!0;for(var r=0,i=this._objects.length;r\n','\t\n',"\n"),s=' clip-path="url(#imageCrop_'+l+')" '}if(this.imageSmoothing||(c='" image-rendering="optimizeSpeed'),n.push("\t\n"),this.stroke||this.strokeDashArray){var u=this.fill;this.fill=null,e=["\t\n'],this.fill=u}return t="fill"!==this.paintFirst?t.concat(e,n):t.concat(n,e),t},getSrc:function(e){var t=e?this._element:this._originalElement;return t?t.toDataURL?t.toDataURL():this.srcFromAttribute?t.getAttribute("src"):t.src:this.src||""},setSrc:function(e,t,n){return r.util.loadImage(e,(function(e,r){this.setElement(e,n),this._setWidthHeight(),t&&t(this,r)}),this,n&&n.crossOrigin),this},toString:function(){return'#'},applyResizeFilters:function(){var e=this.resizeFilter,t=this.minimumScaleTrigger,n=this.getTotalObjectScaling(),i=n.scaleX,a=n.scaleY,o=this._filteredEl||this._originalElement;if(this.group&&this.set("dirty",!0),!e||i>t&&a>t)return this._element=o,this._filterScalingX=1,this._filterScalingY=1,this._lastScaleX=i,void(this._lastScaleY=a);r.filterBackend||(r.filterBackend=r.initFilterBackend());var s=r.util.createCanvasElement(),c=this._filteredEl?this.cacheKey+"_filtered":this.cacheKey,l=o.width,u=o.height;s.width=l,s.height=u,this._element=s,this._lastScaleX=e.scaleX=i,this._lastScaleY=e.scaleY=a,r.filterBackend.applyFilters([e],o,l,u,this._element,c),this._filterScalingX=s.width/this._originalElement.width,this._filterScalingY=s.height/this._originalElement.height},applyFilters:function(e){if(e=e||this.filters||[],e=e.filter((function(e){return e&&!e.isNeutralState()})),this.set("dirty",!0),this.removeTexture(this.cacheKey+"_filtered"),0===e.length)return this._element=this._originalElement,this._filteredEl=null,this._filterScalingX=1,this._filterScalingY=1,this;var t=this._originalElement,n=t.naturalWidth||t.width,i=t.naturalHeight||t.height;if(this._element===this._originalElement){var a=r.util.createCanvasElement();a.width=n,a.height=i,this._element=a,this._filteredEl=a}else this._element=this._filteredEl,this._filteredEl.getContext("2d").clearRect(0,0,n,i),this._lastScaleX=1,this._lastScaleY=1;return r.filterBackend||(r.filterBackend=r.initFilterBackend()),r.filterBackend.applyFilters(e,this._originalElement,n,i,this._element,this.cacheKey),this._originalElement.width===this._element.width&&this._originalElement.height===this._element.height||(this._filterScalingX=this._element.width/this._originalElement.width,this._filterScalingY=this._element.height/this._originalElement.height),this},_render:function(e){r.util.setImageSmoothing(e,this.imageSmoothing),!0!==this.isMoving&&this.resizeFilter&&this._needsResize()&&this.applyResizeFilters(),this._stroke(e),this._renderPaintInOrder(e)},drawCacheOnCanvas:function(e){r.util.setImageSmoothing(e,this.imageSmoothing),r.Object.prototype.drawCacheOnCanvas.call(this,e)},shouldCache:function(){return this.needsItsOwnCache()},_renderFill:function(e){var t=this._element;if(t){var n=this._filterScalingX,r=this._filterScalingY,i=this.width,a=this.height,o=Math.min,s=Math.max,c=s(this.cropX,0),l=s(this.cropY,0),u=t.naturalWidth||t.width,h=t.naturalHeight||t.height,f=c*n,d=l*r,p=o(i*n,u-f),m=o(a*r,h-d),v=-i/2,g=-a/2,b=o(i,u/n-c),y=o(a,h/n-l);t&&e.drawImage(t,f,d,p,m,v,g,b,y)}},_needsResize:function(){var e=this.getTotalObjectScaling();return e.scaleX!==this._lastScaleX||e.scaleY!==this._lastScaleY},_resetWidthHeight:function(){this.set(this.getOriginalSize())},_initElement:function(e,t){this.setElement(r.util.getById(e),t),r.util.addClass(this.getElement(),r.Image.CSS_CANVAS)},_initConfig:function(e){e||(e={}),this.setOptions(e),this._setWidthHeight(e)},_initFilters:function(e,t){e&&e.length?r.util.enlivenObjects(e,(function(e){t&&t(e)}),"fabric.Image.filters"):t&&t()},_setWidthHeight:function(e){e||(e={});var t=this.getElement();this.width=e.width||t.naturalWidth||t.width||0,this.height=e.height||t.naturalHeight||t.height||0},parsePreserveAspectRatioAttribute:function(){var e,t=r.util.parsePreserveAspectRatioAttribute(this.preserveAspectRatio||""),n=this._element.width,i=this._element.height,a=1,o=1,s=0,c=0,l=0,u=0,h=this.width,f=this.height,d={width:h,height:f};return!t||"none"===t.alignX&&"none"===t.alignY?(a=h/n,o=f/i):("meet"===t.meetOrSlice&&(a=o=r.util.findScaleToFit(this._element,d),e=(h-n*a)/2,"Min"===t.alignX&&(s=-e),"Max"===t.alignX&&(s=e),e=(f-i*o)/2,"Min"===t.alignY&&(c=-e),"Max"===t.alignY&&(c=e)),"slice"===t.meetOrSlice&&(a=o=r.util.findScaleToCover(this._element,d),e=n-h/a,"Mid"===t.alignX&&(l=e/2),"Max"===t.alignX&&(l=e),e=i-f/o,"Mid"===t.alignY&&(u=e/2),"Max"===t.alignY&&(u=e),n=h/a,i=f/o)),{width:n,height:i,scaleX:a,scaleY:o,offsetLeft:s,offsetTop:c,cropX:l,cropY:u}}}),r.Image.CSS_CANVAS="canvas-img",r.Image.prototype.getSvgSrc=r.Image.prototype.getSrc,r.Image.fromObject=function(e,t){var n=r.util.object.clone(e);r.util.loadImage(n.src,(function(e,i){i?t&&t(null,!0):r.Image.prototype._initFilters.call(n,n.filters,(function(i){n.filters=i||[],r.Image.prototype._initFilters.call(n,[n.resizeFilter],(function(i){n.resizeFilter=i[0],r.util.enlivenObjects([n.clipPath],(function(i){n.clipPath=i[0];var a=new r.Image(e,n);t(a,!1)}))}))}))}),null,n.crossOrigin)},r.Image.fromURL=function(e,t,n){r.util.loadImage(e,(function(e,i){t&&t(new r.Image(e,n),i)}),null,n&&n.crossOrigin)},r.Image.ATTRIBUTE_NAMES=r.SHARED_ATTRIBUTES.concat("x y width height preserveAspectRatio xlink:href crossOrigin image-rendering".split(" ")),r.Image.fromElement=function(e,n,i){var a=r.parseAttributes(e,r.Image.ATTRIBUTE_NAMES);r.Image.fromURL(a["xlink:href"],n,t(i?r.util.object.clone(i):{},a))})}(t),r.util.object.extend(r.Object.prototype,{_getAngleValueForStraighten:function(){var e=this.angle%360;return e>0?90*Math.round((e-1)/90):90*Math.round(e/90)},straighten:function(){return this.rotate(this._getAngleValueForStraighten()),this},fxStraighten:function(e){e=e||{};var t=function(){},n=e.onComplete||t,i=e.onChange||t,a=this;return r.util.animate({startValue:this.get("angle"),endValue:this._getAngleValueForStraighten(),duration:this.FX_DURATION,onChange:function(e){a.rotate(e),i()},onComplete:function(){a.setCoords(),n()}}),this}}),r.util.object.extend(r.StaticCanvas.prototype,{straightenObject:function(e){return e.straighten(),this.requestRenderAll(),this},fxStraightenObject:function(e){return e.fxStraighten({onChange:this.requestRenderAllBound}),this}}),function(){"use strict";function e(e,t){var n="precision "+t+" float;\nvoid main(){}",r=e.createShader(e.FRAGMENT_SHADER);return e.shaderSource(r,n),e.compileShader(r),!!e.getShaderParameter(r,e.COMPILE_STATUS)}function t(e){e&&e.tileSize&&(this.tileSize=e.tileSize),this.setupGLContext(this.tileSize,this.tileSize),this.captureGPUInfo()}r.isWebglSupported=function(t){if(r.isLikelyNode)return!1;t=t||r.WebglFilterBackend.prototype.tileSize;var n=document.createElement("canvas"),i=n.getContext("webgl")||n.getContext("experimental-webgl"),a=!1;if(i){r.maxTextureSize=i.getParameter(i.MAX_TEXTURE_SIZE),a=r.maxTextureSize>=t;for(var o=["highp","mediump","lowp"],s=0;s<3;s++)if(e(i,o[s])){r.webGlPrecision=o[s];break}}return this.isSupported=a,a},r.WebglFilterBackend=t,t.prototype={tileSize:2048,resources:{},setupGLContext:function(e,t){this.dispose(),this.createWebGLCanvas(e,t),this.aPosition=new Float32Array([0,0,0,1,1,0,1,1]),this.chooseFastestCopyGLTo2DMethod(e,t)},chooseFastestCopyGLTo2DMethod:function(e,t){var n,i="undefined"!==typeof window.performance;try{new ImageData(1,1),n=!0}catch(m){n=!1}var a="undefined"!==typeof ArrayBuffer,o="undefined"!==typeof Uint8ClampedArray;if(i&&n&&a&&o){var l=r.util.createCanvasElement(),u=new ArrayBuffer(e*t*4);if(r.forceGLPutImageData)return this.imageBuffer=u,void(this.copyGLTo2D=c);var h,f,d,p={imageBuffer:u,destinationWidth:e,destinationHeight:t,targetCanvas:l};l.width=e,l.height=t,h=window.performance.now(),s.call(p,this.gl,p),f=window.performance.now()-h,h=window.performance.now(),c.call(p,this.gl,p),d=window.performance.now()-h,f>d?(this.imageBuffer=u,this.copyGLTo2D=c):this.copyGLTo2D=s}},createWebGLCanvas:function(e,t){var n=r.util.createCanvasElement();n.width=e,n.height=t;var i={alpha:!0,premultipliedAlpha:!1,depth:!1,stencil:!1,antialias:!1},a=n.getContext("webgl",i);a||(a=n.getContext("experimental-webgl",i)),a&&(a.clearColor(0,0,0,0),this.canvas=n,this.gl=a)},applyFilters:function(e,t,n,r,i,a){var s,c=this.gl;a&&(s=this.getCachedTexture(a,t));var l={originalWidth:t.width||t.originalWidth,originalHeight:t.height||t.originalHeight,sourceWidth:n,sourceHeight:r,destinationWidth:n,destinationHeight:r,context:c,sourceTexture:this.createTexture(c,n,r,!s&&t),targetTexture:this.createTexture(c,n,r),originalTexture:s||this.createTexture(c,n,r,!s&&t),passes:e.length,webgl:!0,aPosition:this.aPosition,programCache:this.programCache,pass:0,filterBackend:this,targetCanvas:i},u=c.createFramebuffer();return c.bindFramebuffer(c.FRAMEBUFFER,u),e.forEach((function(e){e&&e.applyTo(l)})),o(l),this.copyGLTo2D(c,l),c.bindTexture(c.TEXTURE_2D,null),c.deleteTexture(l.sourceTexture),c.deleteTexture(l.targetTexture),c.deleteFramebuffer(u),i.getContext("2d").setTransform(1,0,0,1,0,0),l},dispose:function(){this.canvas&&(this.canvas=null,this.gl=null),this.clearWebGLCaches()},clearWebGLCaches:function(){this.programCache={},this.textureCache={}},createTexture:function(e,t,n,r){var i=e.createTexture();return e.bindTexture(e.TEXTURE_2D,i),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MAG_FILTER,e.NEAREST),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MIN_FILTER,e.NEAREST),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_S,e.CLAMP_TO_EDGE),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_T,e.CLAMP_TO_EDGE),r?e.texImage2D(e.TEXTURE_2D,0,e.RGBA,e.RGBA,e.UNSIGNED_BYTE,r):e.texImage2D(e.TEXTURE_2D,0,e.RGBA,t,n,0,e.RGBA,e.UNSIGNED_BYTE,null),i},getCachedTexture:function(e,t){if(this.textureCache[e])return this.textureCache[e];var n=this.createTexture(this.gl,t.width,t.height,t);return this.textureCache[e]=n,n},evictCachesForKey:function(e){this.textureCache[e]&&(this.gl.deleteTexture(this.textureCache[e]),delete this.textureCache[e])},copyGLTo2D:s,captureGPUInfo:function(){if(this.gpuInfo)return this.gpuInfo;var e=this.gl,t={renderer:"",vendor:""};if(!e)return t;var n=e.getExtension("WEBGL_debug_renderer_info");if(n){var r=e.getParameter(n.UNMASKED_RENDERER_WEBGL),i=e.getParameter(n.UNMASKED_VENDOR_WEBGL);r&&(t.renderer=r.toLowerCase()),i&&(t.vendor=i.toLowerCase())}return this.gpuInfo=t,t}}}(),function(){"use strict";var e=function(){};function t(){}r.Canvas2dFilterBackend=t,t.prototype={evictCachesForKey:e,dispose:e,clearWebGLCaches:e,resources:{},applyFilters:function(e,t,n,r,i){var a=i.getContext("2d");a.drawImage(t,0,0,n,r);var o=a.getImageData(0,0,n,r),s=a.getImageData(0,0,n,r),c={sourceWidth:n,sourceHeight:r,imageData:o,originalEl:t,originalImageData:s,canvasEl:i,ctx:a,filterBackend:this};return e.forEach((function(e){e.applyTo(c)})),c.imageData.width===n&&c.imageData.height===r||(i.width=c.imageData.width,i.height=c.imageData.height),a.putImageData(c.imageData,0,0),c}}}(),r.Image=r.Image||{},r.Image.filters=r.Image.filters||{},r.Image.filters.BaseFilter=r.util.createClass({type:"BaseFilter",vertexSource:"attribute vec2 aPosition;\nvarying vec2 vTexCoord;\nvoid main() {\nvTexCoord = aPosition;\ngl_Position = vec4(aPosition * 2.0 - 1.0, 0.0, 1.0);\n}",fragmentSource:"precision highp float;\nvarying vec2 vTexCoord;\nuniform sampler2D uTexture;\nvoid main() {\ngl_FragColor = texture2D(uTexture, vTexCoord);\n}",initialize:function(e){e&&this.setOptions(e)},setOptions:function(e){for(var t in e)this[t]=e[t]},createProgram:function(e,t,n){t=t||this.fragmentSource,n=n||this.vertexSource,"highp"!==r.webGlPrecision&&(t=t.replace(/precision highp float/g,"precision "+r.webGlPrecision+" float"));var i=e.createShader(e.VERTEX_SHADER);if(e.shaderSource(i,n),e.compileShader(i),!e.getShaderParameter(i,e.COMPILE_STATUS))throw new Error("Vertex shader compile error for "+this.type+": "+e.getShaderInfoLog(i));var a=e.createShader(e.FRAGMENT_SHADER);if(e.shaderSource(a,t),e.compileShader(a),!e.getShaderParameter(a,e.COMPILE_STATUS))throw new Error("Fragment shader compile error for "+this.type+": "+e.getShaderInfoLog(a));var o=e.createProgram();if(e.attachShader(o,i),e.attachShader(o,a),e.linkProgram(o),!e.getProgramParameter(o,e.LINK_STATUS))throw new Error('Shader link error for "${this.type}" '+e.getProgramInfoLog(o));var s=this.getAttributeLocations(e,o),c=this.getUniformLocations(e,o)||{};return c.uStepW=e.getUniformLocation(o,"uStepW"),c.uStepH=e.getUniformLocation(o,"uStepH"),{program:o,attributeLocations:s,uniformLocations:c}},getAttributeLocations:function(e,t){return{aPosition:e.getAttribLocation(t,"aPosition")}},getUniformLocations:function(){return{}},sendAttributeData:function(e,t,n){var r=t.aPosition,i=e.createBuffer();e.bindBuffer(e.ARRAY_BUFFER,i),e.enableVertexAttribArray(r),e.vertexAttribPointer(r,2,e.FLOAT,!1,0,0),e.bufferData(e.ARRAY_BUFFER,n,e.STATIC_DRAW)},_setupFrameBuffer:function(e){var t,n,r=e.context;e.passes>1?(t=e.destinationWidth,n=e.destinationHeight,e.sourceWidth===t&&e.sourceHeight===n||(r.deleteTexture(e.targetTexture),e.targetTexture=e.filterBackend.createTexture(r,t,n)),r.framebufferTexture2D(r.FRAMEBUFFER,r.COLOR_ATTACHMENT0,r.TEXTURE_2D,e.targetTexture,0)):(r.bindFramebuffer(r.FRAMEBUFFER,null),r.finish())},_swapTextures:function(e){e.passes--,e.pass++;var t=e.targetTexture;e.targetTexture=e.sourceTexture,e.sourceTexture=t},isNeutralState:function(){var e=this.mainParameter,t=r.Image.filters[this.type].prototype;if(e){if(Array.isArray(t[e])){for(var n=t[e].length;n--;)if(this[e][n]!==t[e][n])return!1;return!0}return t[e]===this[e]}return!1},applyTo:function(e){e.webgl?(this._setupFrameBuffer(e),this.applyToWebGL(e),this._swapTextures(e)):this.applyTo2d(e)},retrieveShader:function(e){return e.programCache.hasOwnProperty(this.type)||(e.programCache[this.type]=this.createProgram(e.context)),e.programCache[this.type]},applyToWebGL:function(e){var t=e.context,n=this.retrieveShader(e);0===e.pass&&e.originalTexture?t.bindTexture(t.TEXTURE_2D,e.originalTexture):t.bindTexture(t.TEXTURE_2D,e.sourceTexture),t.useProgram(n.program),this.sendAttributeData(t,n.attributeLocations,e.aPosition),t.uniform1f(n.uniformLocations.uStepW,1/e.sourceWidth),t.uniform1f(n.uniformLocations.uStepH,1/e.sourceHeight),this.sendUniformData(t,n.uniformLocations),t.viewport(0,0,e.destinationWidth,e.destinationHeight),t.drawArrays(t.TRIANGLE_STRIP,0,4)},bindAdditionalTexture:function(e,t,n){e.activeTexture(n),e.bindTexture(e.TEXTURE_2D,t),e.activeTexture(e.TEXTURE0)},unbindAdditionalTexture:function(e,t){e.activeTexture(t),e.bindTexture(e.TEXTURE_2D,null),e.activeTexture(e.TEXTURE0)},getMainParameter:function(){return this[this.mainParameter]},setMainParameter:function(e){this[this.mainParameter]=e},sendUniformData:function(){},createHelpLayer:function(e){if(!e.helpLayer){var t=document.createElement("canvas");t.width=e.sourceWidth,t.height=e.sourceHeight,e.helpLayer=t}},toObject:function(){var e={type:this.type},t=this.mainParameter;return t&&(e[t]=this[t]),e},toJSON:function(){return this.toObject()}}),r.Image.filters.BaseFilter.fromObject=function(e,t){var n=new r.Image.filters[e.type](e);return t&&t(n),n},function(e){"use strict";var t=e.fabric||(e.fabric={}),n=t.Image.filters,r=t.util.createClass;n.ColorMatrix=r(n.BaseFilter,{type:"ColorMatrix",fragmentSource:"precision highp float;\nuniform sampler2D uTexture;\nvarying vec2 vTexCoord;\nuniform mat4 uColorMatrix;\nuniform vec4 uConstants;\nvoid main() {\nvec4 color = texture2D(uTexture, vTexCoord);\ncolor *= uColorMatrix;\ncolor += uConstants;\ngl_FragColor = color;\n}",matrix:[1,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,1,0],mainParameter:"matrix",colorsOnly:!0,initialize:function(e){this.callSuper("initialize",e),this.matrix=this.matrix.slice(0)},applyTo2d:function(e){var t,n,r,i,a,o=e.imageData,s=o.data,c=s.length,l=this.matrix,u=this.colorsOnly;for(a=0;a=_||o<0||o>=y||(c=4*(s*y+o),l=v[d*g+f],t+=m[c]*l,n+=m[c+1]*l,r+=m[c+2]*l,x||(i+=m[c+3]*l));M[a]=t,M[a+1]=n,M[a+2]=r,M[a+3]=x?m[a+3]:i}e.imageData=w},getUniformLocations:function(e,t){return{uMatrix:e.getUniformLocation(t,"uMatrix"),uOpaque:e.getUniformLocation(t,"uOpaque"),uHalfSize:e.getUniformLocation(t,"uHalfSize"),uSize:e.getUniformLocation(t,"uSize")}},sendUniformData:function(e,t){e.uniform1fv(t.uMatrix,this.matrix)},toObject:function(){return n(this.callSuper("toObject"),{opaque:this.opaque,matrix:this.matrix})}}),t.Image.filters.Convolute.fromObject=t.Image.filters.BaseFilter.fromObject}(t),function(e){"use strict";var t=e.fabric||(e.fabric={}),n=t.Image.filters,r=t.util.createClass;n.Grayscale=r(n.BaseFilter,{type:"Grayscale",fragmentSource:{average:"precision highp float;\nuniform sampler2D uTexture;\nvarying vec2 vTexCoord;\nvoid main() {\nvec4 color = texture2D(uTexture, vTexCoord);\nfloat average = (color.r + color.b + color.g) / 3.0;\ngl_FragColor = vec4(average, average, average, color.a);\n}",lightness:"precision highp float;\nuniform sampler2D uTexture;\nuniform int uMode;\nvarying vec2 vTexCoord;\nvoid main() {\nvec4 col = texture2D(uTexture, vTexCoord);\nfloat average = (max(max(col.r, col.g),col.b) + min(min(col.r, col.g),col.b)) / 2.0;\ngl_FragColor = vec4(average, average, average, col.a);\n}",luminosity:"precision highp float;\nuniform sampler2D uTexture;\nuniform int uMode;\nvarying vec2 vTexCoord;\nvoid main() {\nvec4 col = texture2D(uTexture, vTexCoord);\nfloat average = 0.21 * col.r + 0.72 * col.g + 0.07 * col.b;\ngl_FragColor = vec4(average, average, average, col.a);\n}"},mode:"average",mainParameter:"mode",applyTo2d:function(e){var t,n,r=e.imageData,i=r.data,a=i.length,o=this.mode;for(t=0;tu[0]&&i>u[1]&&a>u[2]&&r 0.0) {\n"+this.fragmentSource[e]+"}\n}"},retrieveShader:function(e){var t,n=this.type+"_"+this.mode;return e.programCache.hasOwnProperty(n)||(t=this.buildSource(this.mode),e.programCache[n]=this.createProgram(e.context,t)),e.programCache[n]},applyTo2d:function(e){var n,r,i,a,o,s,c,l=e.imageData,u=l.data,h=u.length,f=1-this.alpha;c=new t.Color(this.color).getSource(),n=c[0]*this.alpha,r=c[1]*this.alpha,i=c[2]*this.alpha;for(var d=0;d=e||t<=-e)return 0;if(t<1.1920929e-7&&t>-1.1920929e-7)return 1;t*=Math.PI;var n=t/e;return s(t)/t*s(n)/n}},applyTo2d:function(e){var t=e.imageData,n=this.scaleX,r=this.scaleY;this.rcpScaleX=1/n,this.rcpScaleY=1/r;var i,a=t.width,s=t.height,c=o(a*n),l=o(s*r);"sliceHack"===this.resizeType?i=this.sliceByTwo(e,a,s,c,l):"hermite"===this.resizeType?i=this.hermiteFastResize(e,a,s,c,l):"bilinear"===this.resizeType?i=this.bilinearFiltering(e,a,s,c,l):"lanczos"===this.resizeType&&(i=this.lanczosResize(e,a,s,c,l)),e.imageData=i},sliceByTwo:function(e,n,i,a,o){var s,c,l=e.imageData,u=.5,h=!1,f=!1,d=n*u,p=i*u,m=t.filterBackend.resources,v=0,g=0,b=n,y=0;m.sliceByTwo||(m.sliceByTwo=document.createElement("canvas")),s=m.sliceByTwo,(s.width<1.5*n||s.height=t)){j=r(1e3*a(S-M.x)),w[j]||(w[j]={});for(var E=x.y-_;E<=x.y+_;E++)E<0||E>=o||(H=r(1e3*a(E-M.y)),w[j][H]||(w[j][H]=p(i(n(j*g,2)+n(H*b,2))/1e3)),k=w[j][H],k>0&&(C=4*(E*t+S),L+=k,T+=k*h[C],O+=k*h[C+1],z+=k*h[C+2],D+=k*h[C+3]))}C=4*(c*s+e),d[C]=T/L,d[C+1]=O/L,d[C+2]=z/L,d[C+3]=D/L}return++e1&&E<-1||(_=2*E*E*E-3*E*E+1,_>0&&(H=4*(j+T*t),C+=_*p[H+3],M+=_,p[H+3]<255&&(_=_*p[H+3]/250),x+=_*p[H],S+=_*p[H+1],k+=_*p[H+2],w+=_))}v[y]=x/w,v[y+1]=S/w,v[y+2]=k/w,v[y+3]=C/M}return m},toObject:function(){return{type:this.type,scaleX:this.scaleX,scaleY:this.scaleY,resizeType:this.resizeType,lanczosLobes:this.lanczosLobes}}}),t.Image.filters.Resize.fromObject=t.Image.filters.BaseFilter.fromObject}(t),function(e){"use strict";var t=e.fabric||(e.fabric={}),n=t.Image.filters,r=t.util.createClass;n.Contrast=r(n.BaseFilter,{type:"Contrast",fragmentSource:"precision highp float;\nuniform sampler2D uTexture;\nuniform float uContrast;\nvarying vec2 vTexCoord;\nvoid main() {\nvec4 color = texture2D(uTexture, vTexCoord);\nfloat contrastF = 1.015 * (uContrast + 1.0) / (1.0 * (1.015 - uContrast));\ncolor.rgb = contrastF * (color.rgb - 0.5) + 0.5;\ngl_FragColor = color;\n}",contrast:0,mainParameter:"contrast",applyTo2d:function(e){if(0!==this.contrast){var t,n=e.imageData,r=n.data,i=r.length,a=Math.floor(255*this.contrast),o=259*(a+255)/(255*(259-a));for(t=0;t1&&(t=1/this.aspectRatio):this.aspectRatio<1&&(t=this.aspectRatio),e=t*this.blur*.12,this.horizontal?n[0]=e:n[1]=e,n}}),n.Blur.fromObject=t.Image.filters.BaseFilter.fromObject}(t),function(e){"use strict";var t=e.fabric||(e.fabric={}),n=t.Image.filters,r=t.util.createClass;n.Gamma=r(n.BaseFilter,{type:"Gamma",fragmentSource:"precision highp float;\nuniform sampler2D uTexture;\nuniform vec3 uGamma;\nvarying vec2 vTexCoord;\nvoid main() {\nvec4 color = texture2D(uTexture, vTexCoord);\nvec3 correction = (1.0 / uGamma);\ncolor.r = pow(color.r, correction.r);\ncolor.g = pow(color.g, correction.g);\ncolor.b = pow(color.b, correction.b);\ngl_FragColor = color;\ngl_FragColor.rgb *= color.a;\n}",gamma:[1,1,1],mainParameter:"gamma",initialize:function(e){this.gamma=[1,1,1],n.BaseFilter.prototype.initialize.call(this,e)},applyTo2d:function(e){var t,n=e.imageData,r=n.data,i=this.gamma,a=r.length,o=1/i[0],s=1/i[1],c=1/i[2];for(this.rVals||(this.rVals=new Uint8Array(256),this.gVals=new Uint8Array(256),this.bVals=new Uint8Array(256)),t=0,a=256;t'},_getCacheCanvasDimensions:function(){var e=this.callSuper("_getCacheCanvasDimensions"),t=this.fontSize;return e.width+=t*e.zoomX,e.height+=t*e.zoomY,e},_render:function(e){this._setTextStyles(e),this._renderTextLinesBackground(e),this._renderTextDecoration(e,"underline"),this._renderText(e),this._renderTextDecoration(e,"overline"),this._renderTextDecoration(e,"linethrough")},_renderText:function(e){"stroke"===this.paintFirst?(this._renderTextStroke(e),this._renderTextFill(e)):(this._renderTextFill(e),this._renderTextStroke(e))},_setTextStyles:function(e,t,n){e.textBaseline="alphabetic",e.font=this._getFontDeclaration(t,n)},calcTextWidth:function(){for(var e=this.getLineWidth(0),t=1,n=this._textLines.length;te&&(e=r)}return e},_renderTextLine:function(e,t,n,r,i,a){this._renderChars(e,t,n,r,i,a)},_renderTextLinesBackground:function(e){if(this.textBackgroundColor||this.styleHas("textBackgroundColor")){for(var t,n,r,i,a,o,s=e.fillStyle,c=this._getLeftOffset(),l=this._getTopOffset(),u=0,h=0,f=this.path,d=0,p=this._textLines.length;ds&&(f%=s),this._setGraphemeOnPath(f,a,o)),h[n]=a,c+=a.kernedWidth,f+=a.kernedWidth,i=r;return h[n]={left:a?a.left+a.width:0,width:0,kernedWidth:0,height:this.fontSize},{width:c,numOfSpaces:u}},_setGraphemeOnPath:function(e,n,r){var i=e+n.kernedWidth/2,a=this.path,o=t.util.getPointOnPath(a.path,i-.1,a.segmentsInfo),s=t.util.getPointOnPath(a.path,i+.1,a.segmentsInfo);n.renderLeft=o.x-r.x,n.renderTop=o.y-r.y,n.angle=Math.atan2(s.y-o.y,s.x-o.x)},_getGraphemeBox:function(e,t,n,r,i){var a,o=this.getCompleteStyleDeclaration(t,n),s=r?this.getCompleteStyleDeclaration(t,n-1):{},c=this._measureChar(e,o,r,s),l=c.kernedWidth,u=c.width;0!==this.charSpacing&&(a=this._getWidthOfCharSpacing(),u+=a,l+=a);var h={width:u,left:0,height:o.fontSize,kernedWidth:l,deltaY:o.deltaY};if(n>0&&!i){var f=this.__charBounds[t][n-1];h.left=f.left+f.width+c.kernedWidth-c.width}return h},getHeightOfLine:function(e){if(this.__lineHeights[e])return this.__lineHeights[e];for(var t=this._textLines[e],n=this.getHeightOfChar(e,0),r=1,i=t.length;r0?(l&&g&&e.fillRect(b+a+h,u+this.offsets[t]*r+o,f,this.fontSize/15),h=d.left,f=d.width,l=p,g=v,r=i,o=s):f+=d.kernedWidth;e.fillStyle=v,p&&v&&e.fillRect(b+a+h,u+this.offsets[t]*r+o,f-w,this.fontSize/15),y+=n}else y+=n;this._removeShadow(e)}},_getFontDeclaration:function(e,n){var r=e||this,i=this.fontFamily,a=t.Text.genericFonts.indexOf(i.toLowerCase())>-1,o=void 0===i||i.indexOf("'")>-1||i.indexOf(",")>-1||i.indexOf('"')>-1||a?r.fontFamily:'"'+r.fontFamily+'"';return[t.isLikelyNode?r.fontWeight:r.fontStyle,t.isLikelyNode?r.fontStyle:r.fontWeight,n?this.CACHE_FONT_SIZE+"px":r.fontSize+"px",o].join(" ")},render:function(e){this.visible&&(this.canvas&&this.canvas.skipOffscreen&&!this.group&&!this.isOnScreen()||(this._shouldClearDimensionCache()&&this.initDimensions(),this.callSuper("render",e)))},_splitTextIntoLines:function(e){for(var n=e.split(this._reNewline),r=new Array(n.length),i=["\n"],a=[],o=0;o-1&&(e.underline=!0),e.textDecoration.indexOf("line-through")>-1&&(e.linethrough=!0),e.textDecoration.indexOf("overline")>-1&&(e.overline=!0),delete e.textDecoration)}r.IText=r.util.createClass(r.Text,r.Observable,{type:"i-text",selectionStart:0,selectionEnd:0,selectionColor:"rgba(17,119,255,0.3)",isEditing:!1,editable:!0,editingBorderColor:"rgba(102,153,255,0.25)",cursorWidth:2,cursorColor:"",cursorDelay:1e3,cursorDuration:600,caching:!0,_reSpace:/\s|\n/,_currentCursorOpacity:0,_selectionDirection:null,_abortCursorAnimation:!1,__widthOfSpace:[],inCompositionMode:!1,initialize:function(e,t){this.callSuper("initialize",e,t),this.initBehavior()},setSelectionStart:function(e){e=Math.max(e,0),this._updateAndFire("selectionStart",e)},setSelectionEnd:function(e){e=Math.min(e,this.text.length),this._updateAndFire("selectionEnd",e)},_updateAndFire:function(e,t){this[e]!==t&&(this._fireSelectionChanged(),this[e]=t),this._updateTextarea()},_fireSelectionChanged:function(){this.fire("selection:changed"),this.canvas&&this.canvas.fire("text:selection:changed",{target:this})},initDimensions:function(){this.isEditing&&this.initDelayedCursor(),this.clearContextTop(),this.callSuper("initDimensions")},render:function(e){this.clearContextTop(),this.callSuper("render",e),this.cursorOffsetCache={},this.renderCursorOrSelection()},_render:function(e){this.callSuper("_render",e)},clearContextTop:function(e){if(this.isEditing&&this.canvas&&this.canvas.contextTop){var t=this.canvas.contextTop,n=this.canvas.viewportTransform;t.save(),t.transform(n[0],n[1],n[2],n[3],n[4],n[5]),this.transform(t),this._clearTextArea(t),e||t.restore()}},renderCursorOrSelection:function(){if(this.isEditing&&this.canvas&&this.canvas.contextTop){var e=this._getCursorBoundaries(),t=this.canvas.contextTop;this.clearContextTop(!0),this.selectionStart===this.selectionEnd?this.renderCursor(e,t):this.renderSelection(e,t),t.restore()}},_clearTextArea:function(e){var t=this.width+4,n=this.height+4;e.clearRect(-t/2,-n/2,t,n)},_getCursorBoundaries:function(e){"undefined"===typeof e&&(e=this.selectionStart);var t=this._getLeftOffset(),n=this._getTopOffset(),r=this._getCursorBoundariesOffsets(e);return{left:t,top:n,leftOffset:r.left,topOffset:r.top}},_getCursorBoundariesOffsets:function(e){if(this.cursorOffsetCache&&"top"in this.cursorOffsetCache)return this.cursorOffsetCache;var t,n,r,i,a=0,o=0,s=this.get2DCursorLocation(e);r=s.charIndex,n=s.lineIndex;for(var c=0;c0?o:0)},this.cursorOffsetCache=i,this.cursorOffsetCache},renderCursor:function(e,t){var n=this.get2DCursorLocation(),r=n.lineIndex,i=n.charIndex>0?n.charIndex-1:0,a=this.getValueOfPropertyAt(r,i,"fontSize"),o=this.scaleX*this.canvas.getZoom(),s=this.cursorWidth/o,c=e.topOffset,l=this.getValueOfPropertyAt(r,i,"deltaY");c+=(1-this._fontSizeFraction)*this.getHeightOfLine(r)/this.lineHeight-a*(1-this._fontSizeFraction),this.inCompositionMode&&this.renderSelection(e,t),t.fillStyle=this.cursorColor||this.getValueOfPropertyAt(r,i,"fill"),t.globalAlpha=this.__isMousedown?1:this._currentCursorOpacity,t.fillRect(e.left+e.leftOffset-s/2,c+e.top+l,s,a)},renderSelection:function(e,t){for(var n=this.inCompositionMode?this.hiddenTextarea.selectionStart:this.selectionStart,r=this.inCompositionMode?this.hiddenTextarea.selectionEnd:this.selectionEnd,i=-1!==this.textAlign.indexOf("justify"),a=this.get2DCursorLocation(n),o=this.get2DCursorLocation(r),s=a.lineIndex,c=o.lineIndex,l=a.charIndex<0?0:a.charIndex,u=o.charIndex<0?0:o.charIndex,h=s;h<=c;h++){var f=this._getLineLeftOffset(h)||0,d=this.getHeightOfLine(h),p=0,m=0,v=0;if(h===s&&(m=this.__charBounds[s][l].left),h>=s&&h1)&&(d/=this.lineHeight),this.inCompositionMode?(t.fillStyle=this.compositionColor||"black",t.fillRect(e.left+f+m,e.top+e.topOffset+d,v-m,1)):(t.fillStyle=this.selectionColor,t.fillRect(e.left+f+m,e.top+e.topOffset,v-m,d)),e.topOffset+=p}},getCurrentCharFontSize:function(){var e=this._getCurrentCharIndex();return this.getValueOfPropertyAt(e.l,e.c,"fontSize")},getCurrentCharColor:function(){var e=this._getCurrentCharIndex();return this.getValueOfPropertyAt(e.l,e.c,"fill")},_getCurrentCharIndex:function(){var e=this.get2DCursorLocation(this.selectionStart,!0),t=e.charIndex>0?e.charIndex-1:0;return{l:e.lineIndex,c:t}}}),r.IText.fromObject=function(t,n){if(e(t),t.styles)for(var i in t.styles)for(var a in t.styles[i])e(t.styles[i][a]);r.Object._fromObject("IText",t,n,"text")}}(),function(){var e=r.util.object.clone;r.util.object.extend(r.IText.prototype,{initBehavior:function(){this.initAddedHandler(),this.initRemovedHandler(),this.initCursorSelectionHandlers(),this.initDoubleClickSimulation(),this.mouseMoveHandler=this.mouseMoveHandler.bind(this)},onDeselect:function(){this.isEditing&&this.exitEditing(),this.selected=!1},initAddedHandler:function(){var e=this;this.on("added",(function(){var t=e.canvas;t&&(t._hasITextHandlers||(t._hasITextHandlers=!0,e._initCanvasHandlers(t)),t._iTextInstances=t._iTextInstances||[],t._iTextInstances.push(e))}))},initRemovedHandler:function(){var e=this;this.on("removed",(function(){var t=e.canvas;t&&(t._iTextInstances=t._iTextInstances||[],r.util.removeFromArray(t._iTextInstances,e),0===t._iTextInstances.length&&(t._hasITextHandlers=!1,e._removeCanvasHandlers(t)))}))},_initCanvasHandlers:function(e){e._mouseUpITextHandler=function(){e._iTextInstances&&e._iTextInstances.forEach((function(e){e.__isMousedown=!1}))},e.on("mouse:up",e._mouseUpITextHandler)},_removeCanvasHandlers:function(e){e.off("mouse:up",e._mouseUpITextHandler)},_tick:function(){this._currentTickState=this._animateCursor(this,1,this.cursorDuration,"_onTickComplete")},_animateCursor:function(e,t,n,r){var i;return i={isAborted:!1,abort:function(){this.isAborted=!0}},e.animate("_currentCursorOpacity",t,{duration:n,onComplete:function(){i.isAborted||e[r]()},onChange:function(){e.canvas&&e.selectionStart===e.selectionEnd&&e.renderCursorOrSelection()},abort:function(){return i.isAborted}}),i},_onTickComplete:function(){var e=this;this._cursorTimeout1&&clearTimeout(this._cursorTimeout1),this._cursorTimeout1=setTimeout((function(){e._currentTickCompleteState=e._animateCursor(e,0,this.cursorDuration/2,"_tick")}),100)},initDelayedCursor:function(e){var t=this,n=e?0:this.cursorDelay;this.abortCursorAnimation(),this._currentCursorOpacity=1,this._cursorTimeout2=setTimeout((function(){t._tick()}),n)},abortCursorAnimation:function(){var e=this._currentTickState||this._currentTickCompleteState,t=this.canvas;this._currentTickState&&this._currentTickState.abort(),this._currentTickCompleteState&&this._currentTickCompleteState.abort(),clearTimeout(this._cursorTimeout1),clearTimeout(this._cursorTimeout2),this._currentCursorOpacity=0,e&&t&&t.clearContext(t.contextTop||t.contextContainer)},selectAll:function(){return this.selectionStart=0,this.selectionEnd=this._text.length,this._fireSelectionChanged(),this._updateTextarea(),this},getSelectedText:function(){return this._text.slice(this.selectionStart,this.selectionEnd).join("")},findWordBoundaryLeft:function(e){var t=0,n=e-1;if(this._reSpace.test(this._text[n]))while(this._reSpace.test(this._text[n]))t++,n--;while(/\S/.test(this._text[n])&&n>-1)t++,n--;return e-t},findWordBoundaryRight:function(e){var t=0,n=e;if(this._reSpace.test(this._text[n]))while(this._reSpace.test(this._text[n]))t++,n++;while(/\S/.test(this._text[n])&&n-1)t++,n--;return e-t},findLineBoundaryRight:function(e){var t=0,n=e;while(!/\n/.test(this._text[n])&&n0&&ithis.__selectionStartOnMouseDown?(this.selectionStart=this.__selectionStartOnMouseDown,this.selectionEnd=t):(this.selectionStart=t,this.selectionEnd=this.__selectionStartOnMouseDown),this.selectionStart===n&&this.selectionEnd===r||(this.restartCursorIfNeeded(),this._fireSelectionChanged(),this._updateTextarea(),this.renderCursorOrSelection()))}},_setEditingProps:function(){this.hoverCursor="text",this.canvas&&(this.canvas.defaultCursor=this.canvas.moveCursor="text"),this.borderColor=this.editingBorderColor,this.hasControls=this.selectable=!1,this.lockMovementX=this.lockMovementY=!0},fromStringToGraphemeSelection:function(e,t,n){var i=n.slice(0,e),a=r.util.string.graphemeSplit(i).length;if(e===t)return{selectionStart:a,selectionEnd:a};var o=n.slice(e,t),s=r.util.string.graphemeSplit(o).length;return{selectionStart:a,selectionEnd:a+s}},fromGraphemeToStringSelection:function(e,t,n){var r=n.slice(0,e),i=r.join("").length;if(e===t)return{selectionStart:i,selectionEnd:i};var a=n.slice(e,t),o=a.join("").length;return{selectionStart:i,selectionEnd:i+o}},_updateTextarea:function(){if(this.cursorOffsetCache={},this.hiddenTextarea){if(!this.inCompositionMode){var e=this.fromGraphemeToStringSelection(this.selectionStart,this.selectionEnd,this._text);this.hiddenTextarea.selectionStart=e.selectionStart,this.hiddenTextarea.selectionEnd=e.selectionEnd}this.updateTextareaPosition()}},updateFromTextArea:function(){if(this.hiddenTextarea){this.cursorOffsetCache={},this.text=this.hiddenTextarea.value,this._shouldClearDimensionCache()&&(this.initDimensions(),this.setCoords());var e=this.fromStringToGraphemeSelection(this.hiddenTextarea.selectionStart,this.hiddenTextarea.selectionEnd,this.hiddenTextarea.value);this.selectionEnd=this.selectionStart=e.selectionEnd,this.inCompositionMode||(this.selectionStart=e.selectionStart),this.updateTextareaPosition()}},updateTextareaPosition:function(){if(this.selectionStart===this.selectionEnd){var e=this._calcTextareaPosition();this.hiddenTextarea.style.left=e.left,this.hiddenTextarea.style.top=e.top}},_calcTextareaPosition:function(){if(!this.canvas)return{x:1,y:1};var e=this.inCompositionMode?this.compositionStart:this.selectionStart,t=this._getCursorBoundaries(e),n=this.get2DCursorLocation(e),i=n.lineIndex,a=n.charIndex,o=this.getValueOfPropertyAt(i,a,"fontSize")*this.lineHeight,s=t.leftOffset,c=this.calcTransformMatrix(),l={x:t.left+s,y:t.top+t.topOffset+o},u=this.canvas.getRetinaScaling(),h=this.canvas.upperCanvasEl,f=h.width/u,d=h.height/u,p=f-o,m=d-o,v=h.clientWidth/f,g=h.clientHeight/d;return l=r.util.transformPoint(l,c),l=r.util.transformPoint(l,this.canvas.viewportTransform),l.x*=v,l.y*=g,l.x<0&&(l.x=0),l.x>p&&(l.x=p),l.y<0&&(l.y=0),l.y>m&&(l.y=m),l.x+=this.canvas._offset.left,l.y+=this.canvas._offset.top,{left:l.x+"px",top:l.y+"px",fontSize:o+"px",charHeight:o}},_saveEditingProps:function(){this._savedProps={hasControls:this.hasControls,borderColor:this.borderColor,lockMovementX:this.lockMovementX,lockMovementY:this.lockMovementY,hoverCursor:this.hoverCursor,selectable:this.selectable,defaultCursor:this.canvas&&this.canvas.defaultCursor,moveCursor:this.canvas&&this.canvas.moveCursor}},_restoreEditingProps:function(){this._savedProps&&(this.hoverCursor=this._savedProps.hoverCursor,this.hasControls=this._savedProps.hasControls,this.borderColor=this._savedProps.borderColor,this.selectable=this._savedProps.selectable,this.lockMovementX=this._savedProps.lockMovementX,this.lockMovementY=this._savedProps.lockMovementY,this.canvas&&(this.canvas.defaultCursor=this._savedProps.defaultCursor,this.canvas.moveCursor=this._savedProps.moveCursor))},exitEditing:function(){var e=this._textBeforeEdit!==this.text,t=this.hiddenTextarea;return this.selected=!1,this.isEditing=!1,this.selectionEnd=this.selectionStart,t&&(t.blur&&t.blur(),t.parentNode&&t.parentNode.removeChild(t)),this.hiddenTextarea=null,this.abortCursorAnimation(),this._restoreEditingProps(),this._currentCursorOpacity=0,this._shouldClearDimensionCache()&&(this.initDimensions(),this.setCoords()),this.fire("editing:exited"),e&&this.fire("modified"),this.canvas&&(this.canvas.off("mouse:move",this.mouseMoveHandler),this.canvas.fire("text:editing:exited",{target:this}),e&&this.canvas.fire("object:modified",{target:this})),this},_removeExtraneousStyles:function(){for(var e in this.styles)this._textLines[e]||delete this.styles[e]},removeStyleFromTo:function(e,t){var n,r,i=this.get2DCursorLocation(e,!0),a=this.get2DCursorLocation(t,!0),o=i.lineIndex,s=i.charIndex,c=a.lineIndex,l=a.charIndex;if(o!==c){if(this.styles[o])for(n=s;n=l&&(r[u-f]=r[h],delete r[h])}},shiftLineStyles:function(t,n){var r=e(this.styles);for(var i in this.styles){var a=parseInt(i,10);a>t&&(this.styles[a+n]=r[a],r[a-n]||delete this.styles[a])}},restartCursorIfNeeded:function(){this._currentTickState&&!this._currentTickState.isAborted&&this._currentTickCompleteState&&!this._currentTickCompleteState.isAborted||this.initDelayedCursor()},insertNewlineStyleObject:function(t,n,r,i){var a,o={},s=!1,c=this._unwrappedTextLines[t].length===n;for(var l in r||(r=1),this.shiftLineStyles(t,r),this.styles[t]&&(a=this.styles[t][0===n?n:n-1]),this.styles[t]){var u=parseInt(l,10);u>=n&&(s=!0,o[u-n]=this.styles[t][l],c&&0===n||delete this.styles[t][l])}var h=!1;s&&!c&&(this.styles[t+r]=o,h=!0),h&&r--;while(r>0)i&&i[r-1]?this.styles[t+r]={0:e(i[r-1])}:a?this.styles[t+r]={0:e(a)}:delete this.styles[t+r],r--;this._forceClearCache=!0},insertCharStyleObject:function(t,n,r,i){this.styles||(this.styles={});var a=this.styles[t],o=a?e(a):{};for(var s in r||(r=1),o){var c=parseInt(s,10);c>=n&&(a[c+r]=o[c],o[c-r]||delete a[c])}if(this._forceClearCache=!0,i)while(r--)Object.keys(i[r]).length&&(this.styles[t]||(this.styles[t]={}),this.styles[t][n+r]=e(i[r]));else if(a){var l=a[n?n-1:1];while(l&&r--)this.styles[t][n+r]=e(l)}},insertNewStyleBlock:function(e,t,n){for(var r=this.get2DCursorLocation(t,!0),i=[0],a=0,o=0;o0&&(this.insertCharStyleObject(r.lineIndex,r.charIndex,i[0],n),n=n&&n.slice(i[0]+1)),a&&this.insertNewlineStyleObject(r.lineIndex,r.charIndex+i[0],a);for(o=1;o0?this.insertCharStyleObject(r.lineIndex+o,0,i[o],n):n&&(this.styles[r.lineIndex+o][0]=n[0]),n=n&&n.slice(i[o]+1);i[o]>0&&this.insertCharStyleObject(r.lineIndex+o,0,i[o],n)},setSelectionStartEndWithShift:function(e,t,n){n<=e?(t===e?this._selectionDirection="left":"right"===this._selectionDirection&&(this._selectionDirection="left",this.selectionEnd=e),this.selectionStart=n):n>e&&ne?this.selectionStart=e:this.selectionStart<0&&(this.selectionStart=0),this.selectionEnd>e?this.selectionEnd=e:this.selectionEnd<0&&(this.selectionEnd=0)}})}(),r.util.object.extend(r.IText.prototype,{initDoubleClickSimulation:function(){this.__lastClickTime=+new Date,this.__lastLastClickTime=+new Date,this.__lastPointer={},this.on("mousedown",this.onMouseDown)},onMouseDown:function(e){if(this.canvas){this.__newClickTime=+new Date;var t=e.pointer;this.isTripleClick(t)&&(this.fire("tripleclick",e),this._stopEvent(e.e)),this.__lastLastClickTime=this.__lastClickTime,this.__lastClickTime=this.__newClickTime,this.__lastPointer=t,this.__lastIsEditing=this.isEditing,this.__lastSelected=this.selected}},isTripleClick:function(e){return this.__newClickTime-this.__lastClickTime<500&&this.__lastClickTime-this.__lastLastClickTime<500&&this.__lastPointer.x===e.x&&this.__lastPointer.y===e.y},_stopEvent:function(e){e.preventDefault&&e.preventDefault(),e.stopPropagation&&e.stopPropagation()},initCursorSelectionHandlers:function(){this.initMousedownHandler(),this.initMouseupHandler(),this.initClicks()},doubleClickHandler:function(e){this.isEditing&&this.selectWord(this.getSelectionStartFromPointer(e.e))},tripleClickHandler:function(e){this.isEditing&&this.selectLine(this.getSelectionStartFromPointer(e.e))},initClicks:function(){this.on("mousedblclick",this.doubleClickHandler),this.on("tripleclick",this.tripleClickHandler)},_mouseDownHandler:function(e){!this.canvas||!this.editable||e.e.button&&1!==e.e.button||(this.__isMousedown=!0,this.selected&&(this.inCompositionMode=!1,this.setCursorByClick(e.e)),this.isEditing&&(this.__selectionStartOnMouseDown=this.selectionStart,this.selectionStart===this.selectionEnd&&this.abortCursorAnimation(),this.renderCursorOrSelection()))},_mouseDownHandlerBefore:function(e){!this.canvas||!this.editable||e.e.button&&1!==e.e.button||(this.selected=this===this.canvas._activeObject)},initMousedownHandler:function(){this.on("mousedown",this._mouseDownHandler),this.on("mousedown:before",this._mouseDownHandlerBefore)},initMouseupHandler:function(){this.on("mouseup",this.mouseUpHandler)},mouseUpHandler:function(e){if(this.__isMousedown=!1,!(!this.editable||this.group||e.transform&&e.transform.actionPerformed||e.e.button&&1!==e.e.button)){if(this.canvas){var t=this.canvas._activeObject;if(t&&t!==this)return}this.__lastSelected&&!this.__corner?(this.selected=!1,this.__lastSelected=!1,this.enterEditing(e.e),this.selectionStart===this.selectionEnd?this.initDelayedCursor(!0):this.renderCursorOrSelection()):this.selected=!0}},setCursorByClick:function(e){var t=this.getSelectionStartFromPointer(e),n=this.selectionStart,r=this.selectionEnd;e.shiftKey?this.setSelectionStartEndWithShift(n,r,t):(this.selectionStart=t,this.selectionEnd=t),this.isEditing&&(this._fireSelectionChanged(),this._updateTextarea())},getSelectionStartFromPointer:function(e){for(var t,n,r=this.getLocalPointer(e),i=0,a=0,o=0,s=0,c=0,l=0,u=this._textLines.length;l0&&(s+=this._textLines[l-1].length+this.missingNewlineOffset(l-1))}t=this._getLineLeftOffset(c),a=t*this.scaleX,n=this._textLines[c];for(var h=0,f=n.length;ha||o<0?0:1,c=r+s;return this.flipX&&(c=i-c),c>this._text.length&&(c=this._text.length),c}}),r.util.object.extend(r.IText.prototype,{initHiddenTextarea:function(){this.hiddenTextarea=r.document.createElement("textarea"),this.hiddenTextarea.setAttribute("autocapitalize","off"),this.hiddenTextarea.setAttribute("autocorrect","off"),this.hiddenTextarea.setAttribute("autocomplete","off"),this.hiddenTextarea.setAttribute("spellcheck","false"),this.hiddenTextarea.setAttribute("data-fabric-hiddentextarea",""),this.hiddenTextarea.setAttribute("wrap","off");var e=this._calcTextareaPosition();this.hiddenTextarea.style.cssText="position: absolute; top: "+e.top+"; left: "+e.left+"; z-index: -999; opacity: 0; width: 1px; height: 1px; font-size: 1px; paddingｰtop: "+e.fontSize+";",r.document.body.appendChild(this.hiddenTextarea),r.util.addListener(this.hiddenTextarea,"keydown",this.onKeyDown.bind(this)),r.util.addListener(this.hiddenTextarea,"keyup",this.onKeyUp.bind(this)),r.util.addListener(this.hiddenTextarea,"input",this.onInput.bind(this)),r.util.addListener(this.hiddenTextarea,"copy",this.copy.bind(this)),r.util.addListener(this.hiddenTextarea,"cut",this.copy.bind(this)),r.util.addListener(this.hiddenTextarea,"paste",this.paste.bind(this)),r.util.addListener(this.hiddenTextarea,"compositionstart",this.onCompositionStart.bind(this)),r.util.addListener(this.hiddenTextarea,"compositionupdate",this.onCompositionUpdate.bind(this)),r.util.addListener(this.hiddenTextarea,"compositionend",this.onCompositionEnd.bind(this)),!this._clickHandlerInitialized&&this.canvas&&(r.util.addListener(this.canvas.upperCanvasEl,"click",this.onClick.bind(this)),this._clickHandlerInitialized=!0)},keysMap:{9:"exitEditing",27:"exitEditing",33:"moveCursorUp",34:"moveCursorDown",35:"moveCursorRight",36:"moveCursorLeft",37:"moveCursorLeft",38:"moveCursorUp",39:"moveCursorRight",40:"moveCursorDown"},ctrlKeysMapUp:{67:"copy",88:"cut"},ctrlKeysMapDown:{65:"selectAll"},onClick:function(){this.hiddenTextarea&&this.hiddenTextarea.focus()},onKeyDown:function(e){if(this.isEditing){if(e.keyCode in this.keysMap)this[this.keysMap[e.keyCode]](e);else{if(!(e.keyCode in this.ctrlKeysMapDown)||!e.ctrlKey&&!e.metaKey)return;this[this.ctrlKeysMapDown[e.keyCode]](e)}e.stopImmediatePropagation(),e.preventDefault(),e.keyCode>=33&&e.keyCode<=40?(this.inCompositionMode=!1,this.clearContextTop(),this.renderCursorOrSelection()):this.canvas&&this.canvas.requestRenderAll()}},onKeyUp:function(e){!this.isEditing||this._copyDone||this.inCompositionMode?this._copyDone=!1:e.keyCode in this.ctrlKeysMapUp&&(e.ctrlKey||e.metaKey)&&(this[this.ctrlKeysMapUp[e.keyCode]](e),e.stopImmediatePropagation(),e.preventDefault(),this.canvas&&this.canvas.requestRenderAll())},onInput:function(e){var t=this.fromPaste;if(this.fromPaste=!1,e&&e.stopPropagation(),this.isEditing){var n,i,a,o,s,c=this._splitTextIntoLines(this.hiddenTextarea.value).graphemeText,l=this._text.length,u=c.length,h=u-l,f=this.selectionStart,d=this.selectionEnd,p=f!==d;if(""===this.hiddenTextarea.value)return this.styles={},this.updateFromTextArea(),this.fire("changed"),void(this.canvas&&(this.canvas.fire("text:changed",{target:this}),this.canvas.requestRenderAll()));var m=this.fromStringToGraphemeSelection(this.hiddenTextarea.selectionStart,this.hiddenTextarea.selectionEnd,this.hiddenTextarea.value),v=f>m.selectionStart;p?(n=this._text.slice(f,d),h+=d-f):u0&&(n=this.__charBounds[e][t-1],r+=n.left+n.width),r},getDownCursorOffset:function(e,t){var n=this._getSelectionForOffset(e,t),r=this.get2DCursorLocation(n),i=r.lineIndex;if(i===this._textLines.length-1||e.metaKey||34===e.keyCode)return this._text.length-n;var a=r.charIndex,o=this._getWidthBeforeCursor(i,a),s=this._getIndexOnLine(i+1,o),c=this._textLines[i].slice(a);return c.length+s+1+this.missingNewlineOffset(i)},_getSelectionForOffset:function(e,t){return e.shiftKey&&this.selectionStart!==this.selectionEnd&&t?this.selectionEnd:this.selectionStart},getUpCursorOffset:function(e,t){var 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moment.js locale configuration +var t="nolla yksi kaksi kolme neljä viisi kuusi seitsemän kahdeksan yhdeksän".split(" "),n=["nolla","yhden","kahden","kolmen","neljän","viiden","kuuden",t[7],t[8],t[9]];function r(e,t,n,r){var a="";switch(n){case"s":return r?"muutaman sekunnin":"muutama sekunti";case"ss":return r?"sekunnin":"sekuntia";case"m":return r?"minuutin":"minuutti";case"mm":a=r?"minuutin":"minuuttia";break;case"h":return r?"tunnin":"tunti";case"hh":a=r?"tunnin":"tuntia";break;case"d":return r?"päivän":"päivä";case"dd":a=r?"päivän":"päivää";break;case"M":return r?"kuukauden":"kuukausi";case"MM":a=r?"kuukauden":"kuukautta";break;case"y":return r?"vuoden":"vuosi";case"yy":a=r?"vuoden":"vuotta";break}return a=i(e,r)+" "+a,a}function i(e,r){return e<10?r?n[e]:t[e]:e}var 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ot}},dialogContext:{default:function(){return null}}},data:function(){var e=this,t=this.$props,n=void 0;return n=Object(h["r"])(this,"popupVisible")?!!t.popupVisible:!!t.defaultPopupVisible,ut.forEach((function(t){e["fire"+t]=function(n){e.fireEvents(t,n)}})),{prevPopupVisible:n,sPopupVisible:n,point:null}},watch:{popupVisible:function(e){void 0!==e&&(this.prevPopupVisible=this.sPopupVisible,this.sPopupVisible=e)}},deactivated:function(){this.setPopupVisible(!1)},mounted:function(){var e=this;this.$nextTick((function(){e.renderComponent(null),e.updatedCal()}))},updated:function(){var e=this,t=function(){e.sPopupVisible!==e.prevPopupVisible&&e.afterPopupVisibleChange(e.sPopupVisible),e.prevPopupVisible=e.sPopupVisible};this.renderComponent(null,t),this.$nextTick((function(){e.updatedCal()}))},beforeDestroy:function(){this.clearDelayTimer(),this.clearOutsideHandler(),clearTimeout(this.mouseDownTimeout)},methods:{updatedCal:function(){var e=this.$props,t=this.$data;if(t.sPopupVisible){var n=void 0;this.clickOutsideHandler||!this.isClickToHide()&&!this.isContextmenuToShow()||(n=e.getDocument(),this.clickOutsideHandler=Object(d["a"])(n,"mousedown",this.onDocumentClick)),this.touchOutsideHandler||(n=n||e.getDocument(),this.touchOutsideHandler=Object(d["a"])(n,"touchstart",this.onDocumentClick)),!this.contextmenuOutsideHandler1&&this.isContextmenuToShow()&&(n=n||e.getDocument(),this.contextmenuOutsideHandler1=Object(d["a"])(n,"scroll",this.onContextmenuClose)),!this.contextmenuOutsideHandler2&&this.isContextmenuToShow()&&(this.contextmenuOutsideHandler2=Object(d["a"])(window,"blur",this.onContextmenuClose))}else this.clearOutsideHandler()},onMouseenter:function(e){var t=this.$props.mouseEnterDelay;this.fireEvents("mouseenter",e),this.delaySetPopupVisible(!0,t,t?null:e)},onMouseMove:function(e){this.fireEvents("mousemove",e),this.setPoint(e)},onMouseleave:function(e){this.fireEvents("mouseleave",e),this.delaySetPopupVisible(!1,this.$props.mouseLeaveDelay)},onPopupMouseenter:function(){this.clearDelayTimer()},onPopupMouseleave:function(e){e&&e.relatedTarget&&!e.relatedTarget.setTimeout&&this._component&&this._component.getPopupDomNode&&Object(u["a"])(this._component.getPopupDomNode(),e.relatedTarget)||this.delaySetPopupVisible(!1,this.$props.mouseLeaveDelay)},onFocus:function(e){this.fireEvents("focus",e),this.clearDelayTimer(),this.isFocusToShow()&&(this.focusTime=Date.now(),this.delaySetPopupVisible(!0,this.$props.focusDelay))},onMousedown:function(e){this.fireEvents("mousedown",e),this.preClickTime=Date.now()},onTouchstart:function(e){this.fireEvents("touchstart",e),this.preTouchTime=Date.now()},onBlur:function(e){Object(u["a"])(e.target,e.relatedTarget||document.activeElement)||(this.fireEvents("blur",e),this.clearDelayTimer(),this.isBlurToHide()&&this.delaySetPopupVisible(!1,this.$props.blurDelay))},onContextmenu:function(e){e.preventDefault(),this.fireEvents("contextmenu",e),this.setPopupVisible(!0,e)},onContextmenuClose:function(){this.isContextmenuToShow()&&this.close()},onClick:function(e){if(this.fireEvents("click",e),this.focusTime){var t=void 0;if(this.preClickTime&&this.preTouchTime?t=Math.min(this.preClickTime,this.preTouchTime):this.preClickTime?t=this.preClickTime:this.preTouchTime&&(t=this.preTouchTime),Math.abs(t-this.focusTime)<20)return;this.focusTime=0}this.preClickTime=0,this.preTouchTime=0,this.isClickToShow()&&(this.isClickToHide()||this.isBlurToHide())&&e&&e.preventDefault&&e.preventDefault(),e&&e.domEvent&&e.domEvent.preventDefault();var n=!this.$data.sPopupVisible;(this.isClickToHide()&&!n||n&&this.isClickToShow())&&this.setPopupVisible(!this.$data.sPopupVisible,e)},onPopupMouseDown:function(){var e=this,t=this.vcTriggerContext,n=void 0===t?{}:t;this.hasPopupMouseDown=!0,clearTimeout(this.mouseDownTimeout),this.mouseDownTimeout=setTimeout((function(){e.hasPopupMouseDown=!1}),0),n.onPopupMouseDown&&n.onPopupMouseDown.apply(n,arguments)},onDocumentClick:function(e){if(!this.$props.mask||this.$props.maskClosable){var t=e.target,n=this.$el;Object(u["a"])(n,t)||this.hasPopupMouseDown||this.close()}},getPopupDomNode:function(){return this._component&&this._component.getPopupDomNode?this._component.getPopupDomNode():null},getRootDomNode:function(){return this.$el},handleGetPopupClassFromAlign:function(e){var t=[],n=this.$props,r=n.popupPlacement,i=n.builtinPlacements,a=n.prefixCls,o=n.alignPoint,s=n.getPopupClassNameFromAlign;return r&&i&&t.push(at(i,a,e,o)),s&&t.push(s(e)),t.join(" ")},getPopupAlign:function(){var e=this.$props,t=e.popupPlacement,n=e.popupAlign,r=e.builtinPlacements;return t&&r?it(r,t,n):n},savePopup:function(e){this._component=e,this.savePopupRef(e)},getComponent:function(){var e=this.$createElement,t=this,n={};this.isMouseEnterToShow()&&(n.mouseenter=t.onPopupMouseenter),this.isMouseLeaveToHide()&&(n.mouseleave=t.onPopupMouseleave),n.mousedown=this.onPopupMouseDown,n.touchstart=this.onPopupMouseDown;var r=t.handleGetPopupClassFromAlign,i=t.getRootDomNode,o=t.getContainer,s=t.$props,c=s.prefixCls,l=s.destroyPopupOnHide,u=s.popupClassName,f=s.action,d=s.popupAnimation,p=s.popupTransitionName,m=s.popupStyle,v=s.mask,g=s.maskAnimation,b=s.maskTransitionName,y=s.zIndex,_=s.stretch,w=s.alignPoint,M=this.$data,x=M.sPopupVisible,S=M.point,k=this.getPopupAlign(),C={props:{prefixCls:c,destroyPopupOnHide:l,visible:x,point:w&&S,action:f,align:k,animation:d,getClassNameFromAlign:r,stretch:_,getRootDomNode:i,mask:v,zIndex:y,transitionName:p,maskAnimation:g,maskTransitionName:b,getContainer:o,popupClassName:u,popupStyle:m},on:a()({align:Object(h["j"])(this).popupAlign||ot},n),directives:[{name:"ant-ref",value:this.savePopup}]};return e(nt,C,[Object(h["f"])(t,"popup")])},getContainer:function(){var e=this.$props,t=this.dialogContext,n=document.createElement("div");n.style.position="absolute",n.style.top="0",n.style.left="0",n.style.width="100%";var r=e.getPopupContainer?e.getPopupContainer(this.$el,t):e.getDocument().body;return r.appendChild(n),this.popupContainer=n,n},setPopupVisible:function(e,t){var n=this.alignPoint,r=this.sPopupVisible;if(this.clearDelayTimer(),r!==e){Object(h["r"])(this,"popupVisible")||this.setState({sPopupVisible:e,prevPopupVisible:r});var i=Object(h["j"])(this);i.popupVisibleChange&&i.popupVisibleChange(e)}n&&t&&this.setPoint(t)},setPoint:function(e){var t=this.$props.alignPoint;t&&e&&this.setState({point:{pageX:e.pageX,pageY:e.pageY}})},delaySetPopupVisible:function(e,t,n){var r=this,i=1e3*t;if(this.clearDelayTimer(),i){var a=n?{pageX:n.pageX,pageY:n.pageY}:null;this.delayTimer=Object(f["b"])((function(){r.setPopupVisible(e,a),r.clearDelayTimer()}),i)}else this.setPopupVisible(e,n)},clearDelayTimer:function(){this.delayTimer&&(Object(f["a"])(this.delayTimer),this.delayTimer=null)},clearOutsideHandler:function(){this.clickOutsideHandler&&(this.clickOutsideHandler.remove(),this.clickOutsideHandler=null),this.contextmenuOutsideHandler1&&(this.contextmenuOutsideHandler1.remove(),this.contextmenuOutsideHandler1=null),this.contextmenuOutsideHandler2&&(this.contextmenuOutsideHandler2.remove(),this.contextmenuOutsideHandler2=null),this.touchOutsideHandler&&(this.touchOutsideHandler.remove(),this.touchOutsideHandler=null)},createTwoChains:function(e){var t=function(){},n=Object(h["j"])(this);return this.childOriginEvents[e]&&n[e]?this["fire"+e]:(t=this.childOriginEvents[e]||n[e]||t,t)},isClickToShow:function(){var e=this.$props,t=e.action,n=e.showAction;return-1!==t.indexOf("click")||-1!==n.indexOf("click")},isContextmenuToShow:function(){var e=this.$props,t=e.action,n=e.showAction;return-1!==t.indexOf("contextmenu")||-1!==n.indexOf("contextmenu")},isClickToHide:function(){var e=this.$props,t=e.action,n=e.hideAction;return-1!==t.indexOf("click")||-1!==n.indexOf("click")},isMouseEnterToShow:function(){var e=this.$props,t=e.action,n=e.showAction;return-1!==t.indexOf("hover")||-1!==n.indexOf("mouseenter")},isMouseLeaveToHide:function(){var e=this.$props,t=e.action,n=e.hideAction;return-1!==t.indexOf("hover")||-1!==n.indexOf("mouseleave")},isFocusToShow:function(){var e=this.$props,t=e.action,n=e.showAction;return-1!==t.indexOf("focus")||-1!==n.indexOf("focus")},isBlurToHide:function(){var e=this.$props,t=e.action,n=e.hideAction;return-1!==t.indexOf("focus")||-1!==n.indexOf("blur")},forcePopupAlign:function(){this.$data.sPopupVisible&&this._component&&this._component.$refs.alignInstance&&this._component.$refs.alignInstance.forceAlign()},fireEvents:function(e,t){this.childOriginEvents[e]&&this.childOriginEvents[e](t),this.__emit(e,t)},close:function(){this.setPopupVisible(!1)}},render:function(){var e=this,t=arguments[0],n=this.sPopupVisible,r=Object(h["b"])(this.$slots["default"]),i=this.$props,a=i.forceRender,o=i.alignPoint;r.length>1&&Object(p["a"])(!1,"Trigger $slots.default.length > 1, just support only one default",!0);var s=r[0];this.childOriginEvents=Object(h["g"])(s);var c={props:{},nativeOn:{},key:"trigger"};return this.isContextmenuToShow()?c.nativeOn.contextmenu=this.onContextmenu:c.nativeOn.contextmenu=this.createTwoChains("contextmenu"),this.isClickToHide()||this.isClickToShow()?(c.nativeOn.click=this.onClick,c.nativeOn.mousedown=this.onMousedown,c.nativeOn.touchstart=this.onTouchstart):(c.nativeOn.click=this.createTwoChains("click"),c.nativeOn.mousedown=this.createTwoChains("mousedown"),c.nativeOn.touchstart=this.createTwoChains("onTouchstart")),this.isMouseEnterToShow()?(c.nativeOn.mouseenter=this.onMouseenter,o&&(c.nativeOn.mousemove=this.onMouseMove)):c.nativeOn.mouseenter=this.createTwoChains("mouseenter"),this.isMouseLeaveToHide()?c.nativeOn.mouseleave=this.onMouseleave:c.nativeOn.mouseleave=this.createTwoChains("mouseleave"),this.isFocusToShow()||this.isBlurToHide()?(c.nativeOn.focus=this.onFocus,c.nativeOn.blur=this.onBlur):(c.nativeOn.focus=this.createTwoChains("focus"),c.nativeOn.blur=function(t){!t||t.relatedTarget&&Object(u["a"])(t.target,t.relatedTarget)||e.createTwoChains("blur")(t)}),this.trigger=Object(Be["a"])(s,c),t(st,{attrs:{parent:this,visible:n,autoMount:!1,forceRender:a,getComponent:this.getComponent,getContainer:this.getContainer,children:function(t){var n=t.renderComponent;return e.renderComponent=n,e.trigger}}})}};t["a"]=ht},"84aa":function(e,t,n){(function(e,t){t(n("c1df"))})(0,(function(e){"use strict"; +//! moment.js locale configuration +var t=e.defineLocale("bg",{months:"януари_февруари_март_април_май_юни_юли_август_септември_октомври_ноември_декември".split("_"),monthsShort:"яну_фев_мар_апр_май_юни_юли_авг_сеп_окт_ное_дек".split("_"),weekdays:"неделя_понеделник_вторник_сряда_четвъртък_петък_събота".split("_"),weekdaysShort:"нед_пон_вто_сря_чет_пет_съб".split("_"),weekdaysMin:"нд_пн_вт_ср_чт_пт_сб".split("_"),longDateFormat:{LT:"H:mm",LTS:"H:mm:ss",L:"D.MM.YYYY",LL:"D MMMM YYYY",LLL:"D MMMM YYYY H:mm",LLLL:"dddd, D MMMM YYYY H:mm"},calendar:{sameDay:"[Днес в] LT",nextDay:"[Утре в] LT",nextWeek:"dddd [в] LT",lastDay:"[Вчера в] LT",lastWeek:function(){switch(this.day()){case 0:case 3:case 6:return"[Миналата] dddd [в] LT";case 1:case 2:case 4:case 5:return"[Миналия] dddd [в] LT"}},sameElse:"L"},relativeTime:{future:"след %s",past:"преди %s",s:"няколко секунди",ss:"%d секунди",m:"минута",mm:"%d минути",h:"час",hh:"%d часа",d:"ден",dd:"%d дена",M:"месец",MM:"%d месеца",y:"година",yy:"%d години"},dayOfMonthOrdinalParse:/\d{1,2}-(ев|ен|ти|ви|ри|ми)/,ordinal:function(e){var t=e%10,n=e%100;return 0===e?e+"-ев":0===n?e+"-ен":n>10&&n<20?e+"-ти":1===t?e+"-ви":2===t?e+"-ри":7===t||8===t?e+"-ми":e+"-ти"},week:{dow:1,doy:7}});return t}))},"84c3":function(e,t,n){var r=n("74e8");r("Uint16",(function(e){return function(t,n,r){return e(this,t,n,r)}}))},"857a":function(e,t,n){var r=n("1d80"),i=/"/g;e.exports=function(e,t,n,a){var o=String(r(e)),s="<"+t;return""!==n&&(s+=" "+n+'="'+String(a).replace(i,""")+'"'),s+">"+o+""}},"85b3":function(e,t,n){var r=n("3fb5"),i=n("3768");function a(e){i.call(this,e),this.enc="pem"}r(a,i),e.exports=a,a.prototype.encode=function(e,t){for(var n=i.prototype.encode.call(this,e),r=n.toString("base64"),a=["-----BEGIN "+t.label+"-----"],o=0;oc)r.f(e,n=o[c++],t[n]);return e}},8604:function(e,t,n){var r=n("26e8"),i=n("e2c0");function a(e,t){return null!=e&&i(e,t,r)}e.exports=a},"861d":function(e,t){e.exports=function(e){return"object"===typeof e?null!==e:"function"===typeof e}},8689:function(e,t,n){(function(e,t){t(n("c1df"))})(0,(function(e){"use strict"; +//! moment.js locale configuration +var t={1:"၁",2:"၂",3:"၃",4:"၄",5:"၅",6:"၆",7:"၇",8:"၈",9:"၉",0:"၀"},n={"၁":"1","၂":"2","၃":"3","၄":"4","၅":"5","၆":"6","၇":"7","၈":"8","၉":"9","၀":"0"},r=e.defineLocale("my",{months:"ဇန်နဝါရီ_ဖေဖော်ဝါရီ_မတ်_ဧပြီ_မေ_ဇွန်_ဇူလိုင်_သြဂုတ်_စက်တင်ဘာ_အောက်တိုဘာ_နိုဝင်ဘာ_ဒီဇင်ဘာ".split("_"),monthsShort:"ဇန်_ဖေ_မတ်_ပြီ_မေ_ဇွန်_လိုင်_သြ_စက်_အောက်_နို_ဒီ".split("_"),weekdays:"တနင်္ဂနွေ_တနင်္လာ_အင်္ဂါ_ဗုဒ္ဓဟူး_ကြာသပတေး_သောကြာ_စနေ".split("_"),weekdaysShort:"နွေ_လာ_ဂါ_ဟူး_ကြာ_သော_နေ".split("_"),weekdaysMin:"နွေ_လာ_ဂါ_ဟူး_ကြာ_သော_နေ".split("_"),longDateFormat:{LT:"HH:mm",LTS:"HH:mm:ss",L:"DD/MM/YYYY",LL:"D MMMM YYYY",LLL:"D MMMM YYYY HH:mm",LLLL:"dddd D MMMM YYYY 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t=this,n=e.relatedTarget||document.activeElement;if((pe["c"]||pe["b"])&&(e.relatedTarget===this.$refs.arrow||n&&this.selectTriggerRef&&this.selectTriggerRef.getInnerMenu()&&this.selectTriggerRef.getInnerMenu().$el===n||Object(de["a"])(e.target,n)))return e.target.focus(),void e.preventDefault();this.clearBlurTime(),this.disabled?e.preventDefault():this.blurTimer=setTimeout((function(){t._focused=!1,t.updateFocusClassName();var e=t.$props,n=t.$data._value,r=t.$data._inputValue;if(q(e)&&e.showSearch&&r&&e.defaultActiveFirstOption){var i=t._options||[];if(i.length){var a=ne(i);a&&(n=[R(a)],t.fireChange(n))}}else if(W(e)&&r){t._mouseDown?t.setInputValue(""):(t.$data._inputValue="",t.getInputDOMNode&&t.getInputDOMNode()&&(t.getInputDOMNode().value=""));var o=t.getValueByInput(r);void 0!==o&&(n=o,t.fireChange(n))}if(W(e)&&t._mouseDown)return 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l.data=l.data||{},e("div",{class:t.prefixCls+"-search__field__wrap",on:{click:this.inputClick}},[Object(T["a"])(l,{props:{disabled:t.disabled,value:r},attrs:u()({},l.data.attrs||{},{disabled:t.disabled,value:r}),domProps:{value:r},class:h,directives:[{name:"ant-ref",value:this.saveInputRef},{name:"ant-input"}],on:{input:this.onInputChange,keydown:be(this.onInputKeydown,f.keydown,Object(C["j"])(this).inputKeydown),focus:be(this.inputFocus,f.focus),blur:be(this.inputBlur,f.blur)}}),e("span",i()([{directives:[{name:"ant-ref",value:this.saveInputMirrorRef}]},{class:t.prefixCls+"-search__field__mirror"}]),[a," "])])},getInputDOMNode:function(){return this.topCtrlRef?this.topCtrlRef.querySelector("input,textarea,div[contentEditable]"):this.inputRef},getInputMirrorDOMNode:function(){return this.inputMirrorRef},getPopupDOMNode:function(){if(this.selectTriggerRef)return this.selectTriggerRef.getPopupDOMNode()},getPopupMenuComponent:function(){if(this.selectTriggerRef)return this.selectTriggerRef.getInnerMenu()},setOpenState:function(e){var t=this,n=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{},r=this.$props,i=this.$data,a=n.needFocus,o=n.fireSearch;if(i._open!==e){this.__emit("dropdownVisibleChange",e);var s={_open:e,_backfillValue:""};!e&&q(r)&&r.showSearch&&this.setInputValue("",o),e||this.maybeFocus(e,!!a),this.setState(s,(function(){e&&t.maybeFocus(e,!!a)}))}else this.maybeFocus(e,!!a)},setInputValue:function(e){var t=!(arguments.length>1&&void 0!==arguments[1])||arguments[1];e!==this.$data._inputValue&&(this.setState({_inputValue:e},this.forcePopupAlign),t&&this.$emit("search",e))},getValueByInput:function(e){var t=this,n=this.$props,r=n.multiple,i=n.tokenSeparators,a=this.$data._value,o=!1;return ie(e,i).forEach((function(e){var n=[e];if(r){var i=t.getValueByLabel(e);i&&-1===J(a,i)&&(a=a.concat(i),o=!0,t.fireSelect(i))}else-1===J(a,e)&&(a=a.concat(n),o=!0,t.fireSelect(e))})),o?a:void 0},getRealOpenState:function(e){var t=this.$props.open;if("boolean"===typeof t)return t;var n=(e||this.$data)._open,r=this._options||[];return!U(this.$props)&&this.$props.showSearch||n&&!r.length&&(n=!1),n},focus:function(){q(this.$props)&&this.selectionRef?this.selectionRef.focus():this.getInputDOMNode()&&this.getInputDOMNode().focus()},blur:function(){q(this.$props)&&this.selectionRef?this.selectionRef.blur():this.getInputDOMNode()&&this.getInputDOMNode().blur()},markMouseDown:function(){this._mouseDown=!0},markMouseLeave:function(){this._mouseDown=!1},handleBackfill:function(e){if(this.backfill&&(q(this.$props)||$(this.$props))){var t=R(e);$(this.$props)&&this.setInputValue(t,!1),this.setState({_value:[t],_backfillValue:t})}},_filterOption:function(e,t){var n=arguments.length>2&&void 0!==arguments[2]?arguments[2]:ae,r=this.$data,i=r._value,a=r._backfillValue,o=i[i.length-1];if(!e||o&&o===a)return!0;var s=this.$props.filterOption;return Object(C["r"])(this,"filterOption")?!0===s&&(s=n.bind(this)):s=n.bind(this),!s||("function"===typeof s?s.call(this,e,t):!Object(C["q"])(t,"disabled"))},timeoutFocus:function(){var e=this;this.focusTimer&&this.clearFocusTime(),this.focusTimer=window.setTimeout((function(){e.$emit("focus")}),10)},clearFocusTime:function(){this.focusTimer&&(clearTimeout(this.focusTimer),this.focusTimer=null)},clearBlurTime:function(){this.blurTimer&&(clearTimeout(this.blurTimer),this.blurTimer=null)},clearComboboxTime:function(){this.comboboxTimer&&(clearTimeout(this.comboboxTimer),this.comboboxTimer=null)},updateFocusClassName:function(){var e=this.rootRef,t=this.prefixCls;this._focused?_()(e).add(t+"-focused"):_()(e).remove(t+"-focused")},maybeFocus:function(e,t){if(t||e){var n=this.getInputDOMNode(),r=document,i=r.activeElement;n&&(e||U(this.$props))?i!==n&&(n.focus(),this._focused=!0):i!==this.selectionRef&&this.selectionRef&&(this.selectionRef.focus(),this._focused=!0)}},removeSelected:function(e,t){var n=this.$props;if(!n.disabled&&!this.isChildDisabled(e)){t&&t.stopPropagation&&t.stopPropagation();var r=this.$data._value,i=r.filter((function(t){return t!==e})),a=W(n);if(a){var o=e;n.labelInValue&&(o={key:e,label:this.getLabelBySingleValue(e)}),this.$emit("deselect",o,this.getOptionBySingleValue(e))}this.fireChange(i)}},openIfHasChildren:function(){var e=this.$props;(e.children&&e.children.length||q(e))&&this.setOpenState(!0)},fireSelect:function(e){this.$emit("select",this.getVLBySingleValue(e),this.getOptionBySingleValue(e))},fireChange:function(e){Object(C["r"])(this,"value")||this.setState({_value:e},this.forcePopupAlign);var t=this.getVLForOnChange(e),n=this.getOptionsBySingleValue(e);this._valueOptions=n,this.$emit("change",t,W(this.$props)?n:n[0])},isChildDisabled:function(e){return(this.$props.children||[]).some((function(t){var n=R(t);return n===e&&Object(C["q"])(t,"disabled")}))},forcePopupAlign:function(){this.$data._open&&this.selectTriggerRef&&this.selectTriggerRef.triggerRef&&this.selectTriggerRef.triggerRef.forcePopupAlign()},renderFilterOptions:function(){var e=this.$createElement,t=this.$data._inputValue,n=this.$props,r=n.children,a=n.tags,o=n.notFoundContent,s=[],c=[],l=!1,h=this.renderFilterOptionsFromChildren(r,c,s);if(a){var f=this.$data._value;if(f=f.filter((function(e){return-1===c.indexOf(e)&&(!t||String(e).indexOf(String(t))>-1)})),f.sort((function(e,t){return e.length-t.length})),f.forEach((function(t){var n=t,r=u()({},te,{role:"option"}),a=e(w["a"],i()([{style:ee},{attrs:r},{attrs:{value:n},key:n}]),[n]);h.push(a),s.push(a)})),t&&s.every((function(e){return R(e)!==t}))){var d={attrs:te,key:t,props:{value:t,role:"option"},style:ee};h.unshift(e(w["a"],d,[t]))}}if(!h.length&&o){l=!0;var p={attrs:te,key:"NOT_FOUND",props:{value:"NOT_FOUND",disabled:!0,role:"option"},style:ee};h=[e(w["a"],p,[o])]}return{empty:l,options:h}},renderFilterOptionsFromChildren:function(){var e=arguments.length>0&&void 0!==arguments[0]?arguments[0]:[],t=this,n=arguments[1],r=arguments[2],a=this.$createElement,o=[],s=this.$props,c=this.$data._inputValue,l=s.tags;return e.forEach((function(e){if(e.data&&void 0===e.data.slot)if(Object(C["n"])(e).isSelectOptGroup){var s=Object(C["f"])(e,"label"),h=e.key;h||"string"!==typeof s?!s&&h&&(s=h):h=s;var f=Object(C["o"])(e)["default"];if(f="function"===typeof f?f():f,c&&t._filterOption(c,e)){var d=f.map((function(e){var t=R(e)||e.key;return a(w["a"],i()([{key:t,attrs:{value:t}},e.data]),[e.componentOptions.children])}));o.push(a(M["a"],{key:h,attrs:{title:s},class:Object(C["e"])(e)},[d]))}else{var p=t.renderFilterOptionsFromChildren(f,n,r);p.length&&o.push(a(M["a"],i()([{key:h,attrs:{title:s}},e.data]),[p]))}}else{S()(Object(C["n"])(e).isSelectOption,"the children of `Select` should be `Select.Option` or `Select.OptGroup`, instead of `"+(Object(C["n"])(e).name||Object(C["n"])(e))+"`.");var m=R(e);if(oe(m,t.$props),t._filterOption(c,e)){var v={attrs:u()({},te,Object(C["d"])(e)),key:m,props:u()({value:m},Object(C["l"])(e),{role:"option"}),style:ee,on:Object(C["h"])(e),class:Object(C["e"])(e)},g=a(w["a"],v,[e.componentOptions.children]);o.push(g),r.push(g)}l&&n.push(m)}})),o},renderTopControlNode:function(){var e=this,t=this.$createElement,n=this.$props,r=this.$data,a=r._value,o=r._inputValue,s=r._open,c=n.choiceTransitionName,l=n.prefixCls,h=n.maxTagTextLength,f=n.maxTagCount,d=n.maxTagPlaceholder,p=n.showSearch,m=Object(C["f"])(this,"removeIcon"),v=l+"-selection__rendered",g=null;if(q(n)){var b=null;if(a.length){var y=!1,_=1;p&&s?(y=!o,y&&(_=.4)):y=!0;var w=a[0],M=this.getOptionInfoBySingleValue(w),x=M.label,S=M.title;b=t("div",{key:"value",class:l+"-selection-selected-value",attrs:{title:F(S||x)},style:{display:y?"block":"none",opacity:_}},[x])}g=p?[b,t("div",{class:l+"-search "+l+"-search--inline",key:"input",style:{display:s?"block":"none"}},[this._getInputElement()])]:[b]}else{var k=[],T=a,O=void 0;if(void 0!==f&&a.length>f){T=T.slice(0,f);var z=this.getVLForOnChange(a.slice(f,a.length)),D="+ "+(a.length-f)+" ...";d&&(D="function"===typeof d?d(z):d);var j=u()({},te,{role:"presentation",title:F(D)});O=t("li",i()([{style:ee},{attrs:j},{on:{mousedown:X},class:l+"-selection__choice "+l+"-selection__choice__disabled",key:"maxTagPlaceholder"}]),[t("div",{class:l+"-selection__choice__content"},[D])])}if(W(n)&&(k=T.map((function(n){var r=e.getOptionInfoBySingleValue(n),a=r.label,o=r.title||a;h&&"string"===typeof a&&a.length>h&&(a=a.slice(0,h)+"...");var s=e.isChildDisabled(n),c=s?l+"-selection__choice "+l+"-selection__choice__disabled":l+"-selection__choice",f=u()({},te,{role:"presentation",title:F(o)});return t("li",i()([{style:ee},{attrs:f},{on:{mousedown:X},class:c,key:n||me}]),[t("div",{class:l+"-selection__choice__content"},[a]),s?null:t("span",{on:{click:function(t){e.removeSelected(n,t)}},class:l+"-selection__choice__remove"},[m||t("i",{class:l+"-selection__choice__remove-icon"},["×"])])])}))),O&&k.push(O),k.push(t("li",{class:l+"-search "+l+"-search--inline",key:"__input"},[this._getInputElement()])),W(n)&&c){var H=Object(L["a"])(c,{tag:"ul",afterLeave:this.onChoiceAnimationLeave});g=t("transition-group",H,[k])}else g=t("ul",[k])}return t("div",i()([{class:v},{directives:[{name:"ant-ref",value:this.saveTopCtrlRef}]},{on:{click:this.topCtrlContainerClick}}]),[this.getPlaceholderElement(),g])},renderArrow:function(e){var t=this.$createElement,n=this.$props,r=n.showArrow,a=void 0===r?!e:r,o=n.loading,s=n.prefixCls,c=Object(C["f"])(this,"inputIcon");if(!a&&!o)return null;var l=t("i",o?{class:s+"-arrow-loading"}:{class:s+"-arrow-icon"});return t("span",i()([{key:"arrow",class:s+"-arrow",style:ee},{attrs:te},{on:{click:this.onArrowClick},ref:"arrow"}]),[c||l])},topCtrlContainerClick:function(e){this.$data._open&&!q(this.$props)&&e.stopPropagation()},renderClear:function(){var e=this.$createElement,t=this.$props,n=t.prefixCls,r=t.allowClear,a=this.$data,o=a._value,s=a._inputValue,c=Object(C["f"])(this,"clearIcon"),l=e("span",i()([{key:"clear",class:n+"-selection__clear",on:{mousedown:X},style:ee},{attrs:te},{on:{click:this.onClearSelection}}]),[c||e("i",{class:n+"-selection__clear-icon"},["×"])]);return r?$(this.$props)?s?l:null:s||o.length?l:null:null},selectionRefClick:function(){if(!this.disabled){var e=this.getInputDOMNode();this._focused&&this.$data._open?(this.setOpenState(!1,!1),e&&e.blur()):(this.clearBlurTime(),this.setOpenState(!0,!0),e&&e.focus())}},selectionRefFocus:function(e){this._focused||this.disabled||U(this.$props)?e.preventDefault():(this._focused=!0,this.updateFocusClassName(),this.$emit("focus"))},selectionRefBlur:function(e){U(this.$props)?e.preventDefault():this.inputBlur(e)}},render:function(){var e,t=arguments[0],n=this.$props,r=W(n),a=n.showArrow,s=void 0===a||a,c=this.$data,l=n.disabled,u=n.prefixCls,h=n.loading,f=this.renderTopControlNode(),d=this.$data,p=d._open,m=d._inputValue,v=d._value;if(p){var g=this.renderFilterOptions();this._empty=g.empty,this._options=g.options}var y=this.getRealOpenState(),_=this._empty,w=this._options||[],M=Object(C["j"])(this),x=M.mouseenter,S=void 0===x?ve:x,k=M.mouseleave,L=void 0===k?ve:k,T=M.popupScroll,O=void 0===T?ve:T,z={props:{},attrs:{role:"combobox","aria-autocomplete":"list","aria-haspopup":"true","aria-expanded":y,"aria-controls":this.$data._ariaId},on:{},class:u+"-selection "+u+"-selection--"+(r?"multiple":"single"),key:"selection"},D={attrs:{tabIndex:-1}};U(n)||(D.attrs.tabIndex=n.disabled?-1:n.tabIndex);var j=(e={},o()(e,u,!0),o()(e,u+"-open",p),o()(e,u+"-focused",p||!!this._focused),o()(e,u+"-combobox",$(n)),o()(e,u+"-disabled",l),o()(e,u+"-enabled",!l),o()(e,u+"-allow-clear",!!n.allowClear),o()(e,u+"-no-arrow",!s),o()(e,u+"-loading",!!h),e);return t(he,i()([{attrs:{dropdownAlign:n.dropdownAlign,dropdownClassName:n.dropdownClassName,dropdownMatchSelectWidth:n.dropdownMatchSelectWidth,defaultActiveFirstOption:n.defaultActiveFirstOption,dropdownMenuStyle:n.dropdownMenuStyle,transitionName:n.transitionName,animation:n.animation,prefixCls:n.prefixCls,dropdownStyle:n.dropdownStyle,combobox:n.combobox,showSearch:n.showSearch,options:w,empty:_,multiple:r,disabled:l,visible:y,inputValue:m,value:v,backfillValue:c._backfillValue,firstActiveValue:n.firstActiveValue,getPopupContainer:n.getPopupContainer,showAction:n.showAction,menuItemSelectedIcon:Object(C["f"])(this,"menuItemSelectedIcon")},on:{dropdownVisibleChange:this.onDropdownVisibleChange,menuSelect:this.onMenuSelect,menuDeselect:this.onMenuDeselect,popupScroll:O,popupFocus:this.onPopupFocus,mouseenter:S,mouseleave:L}},{directives:[{name:"ant-ref",value:this.saveSelectTriggerRef}]},{attrs:{dropdownRender:n.dropdownRender,ariaId:this.$data._ariaId}}]),[t("div",i()([{directives:[{name:"ant-ref",value:be(this.saveRootRef,this.saveSelectionRef)}]},{style:Object(C["p"])(this),class:b()(j),on:{mousedown:this.markMouseDown,mouseup:this.markMouseLeave,mouseout:this.markMouseLeave}},D,{on:{blur:this.selectionRefBlur,focus:this.selectionRefFocus,click:this.selectionRefClick,keydown:U(n)?ve:this.onKeyDown}}]),[t("div",z,[f,this.renderClear(),this.renderArrow(!!r)])])])}},_e=(Object(z["a"])(ye),n("4df5")),we=n("0c63"),Me=n("db14"),xe=function(){return{prefixCls:d["a"].string,size:d["a"].oneOf(["small","large","default"]),showAction:d["a"].oneOfType([d["a"].string,d["a"].arrayOf(String)]),notFoundContent:d["a"].any,transitionName:d["a"].string,choiceTransitionName:d["a"].string,showSearch:d["a"].bool,allowClear:d["a"].bool,disabled:d["a"].bool,tabIndex:d["a"].number,placeholder:d["a"].any,defaultActiveFirstOption:d["a"].bool,dropdownClassName:d["a"].string,dropdownStyle:d["a"].any,dropdownMenuStyle:d["a"].any,dropdownMatchSelectWidth:d["a"].bool,filterOption:d["a"].oneOfType([d["a"].bool,d["a"].func]),autoFocus:d["a"].bool,backfill:d["a"].bool,showArrow:d["a"].bool,getPopupContainer:d["a"].func,open:d["a"].bool,defaultOpen:d["a"].bool,autoClearSearchValue:d["a"].bool,dropdownRender:d["a"].func,loading:d["a"].bool}},Se=d["a"].shape({key:d["a"].oneOfType([d["a"].string,d["a"].number])}).loose,ke=d["a"].oneOfType([d["a"].string,d["a"].number,d["a"].arrayOf(d["a"].oneOfType([Se,d["a"].string,d["a"].number])),Se]),Ce=u()({},xe(),{value:ke,defaultValue:ke,mode:d["a"].string,optionLabelProp:d["a"].string,firstActiveValue:d["a"].oneOfType([String,d["a"].arrayOf(String)]),maxTagCount:d["a"].number,maxTagPlaceholder:d["a"].any,maxTagTextLength:d["a"].number,dropdownMatchSelectWidth:d["a"].bool,optionFilterProp:d["a"].string,labelInValue:d["a"].boolean,getPopupContainer:d["a"].func,tokenSeparators:d["a"].arrayOf(d["a"].string),getInputElement:d["a"].func,options:d["a"].array,suffixIcon:d["a"].any,removeIcon:d["a"].any,clearIcon:d["a"].any,menuItemSelectedIcon:d["a"].any}),Le={prefixCls:d["a"].string,size:d["a"].oneOf(["default","large","small"]),notFoundContent:d["a"].any,showSearch:d["a"].bool,optionLabelProp:d["a"].string,transitionName:d["a"].string,choiceTransitionName:d["a"].string},Te="SECRET_COMBOBOX_MODE_DO_NOT_USE",Oe={SECRET_COMBOBOX_MODE_DO_NOT_USE:Te,Option:u()({},p,{name:"ASelectOption"}),OptGroup:u()({},m,{name:"ASelectOptGroup"}),name:"ASelect",props:u()({},Ce,{showSearch:d["a"].bool.def(!1),transitionName:d["a"].string.def("slide-up"),choiceTransitionName:d["a"].string.def("zoom")}),propTypes:Le,model:{prop:"value",event:"change"},provide:function(){return{savePopupRef:this.savePopupRef}},inject:{configProvider:{default:function(){return 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e,t=arguments[0],n=Object(C["k"])(this),r=n.prefixCls,a=n.size,s=n.mode,l=n.options,h=n.getPopupContainer,d=n.showArrow,m=c()(n,["prefixCls","size","mode","options","getPopupContainer","showArrow"]),v=this.configProvider.getPrefixCls,g=this.configProvider.renderEmpty,b=v("select",r),y=this.configProvider.getPopupContainer,_=Object(C["f"])(this,"removeIcon");_=Array.isArray(_)?_[0]:_;var w=Object(C["f"])(this,"clearIcon");w=Array.isArray(w)?w[0]:w;var M=Object(C["f"])(this,"menuItemSelectedIcon");M=Array.isArray(M)?M[0]:M;var x=Object(f["a"])(m,["inputIcon","removeIcon","clearIcon","suffixIcon","menuItemSelectedIcon"]),S=(e={},o()(e,b+"-lg","large"===a),o()(e,b+"-sm","small"===a),o()(e,b+"-show-arrow",d),e),k=this.$props.optionLabelProp;this.isCombobox()&&(k=k||"value");var 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e=this._key,t=e.words,n=[],r=0;r<56;r++){var i=o[r]-1;n[r]=t[i>>>5]>>>31-i%32&1}for(var a=this._subKeys=[],l=0;l<16;l++){var u=a[l]=[],h=c[l];for(r=0;r<24;r++)u[r/6|0]|=n[(s[r]-1+h)%28]<<31-r%6,u[4+(r/6|0)]|=n[28+(s[r+24]-1+h)%28]<<31-r%6;u[0]=u[0]<<1|u[0]>>>31;for(r=1;r<7;r++)u[r]=u[r]>>>4*(r-1)+3;u[7]=u[7]<<5|u[7]>>>27}var f=this._invSubKeys=[];for(r=0;r<16;r++)f[r]=a[15-r]},encryptBlock:function(e,t){this._doCryptBlock(e,t,this._subKeys)},decryptBlock:function(e,t){this._doCryptBlock(e,t,this._invSubKeys)},_doCryptBlock:function(e,t,n){this._lBlock=e[t],this._rBlock=e[t+1],f.call(this,4,252645135),f.call(this,16,65535),d.call(this,2,858993459),d.call(this,8,16711935),f.call(this,1,1431655765);for(var r=0;r<16;r++){for(var i=n[r],a=this._lBlock,o=this._rBlock,s=0,c=0;c<8;c++)s|=l[c][((o^i[c])&u[c])>>>0];this._lBlock=o,this._rBlock=a^s}var h=this._lBlock;this._lBlock=this._rBlock,this._rBlock=h,f.call(this,1,1431655765),d.call(this,8,16711935),d.call(this,2,858993459),f.call(this,16,65535),f.call(this,4,252645135),e[t]=this._lBlock,e[t+1]=this._rBlock},keySize:2,ivSize:2,blockSize:2});function f(e,t){var n=(this._lBlock>>>e^this._rBlock)&t;this._rBlock^=n,this._lBlock^=n<>>e^this._lBlock)&t;this._lBlock^=n,this._rBlock^=n<192.");var n=t.slice(0,2),i=t.length<4?t.slice(0,2):t.slice(2,4),a=t.length<6?t.slice(0,2):t.slice(4,6);this._des1=h.createEncryptor(r.create(n)),this._des2=h.createEncryptor(r.create(i)),this._des3=h.createEncryptor(r.create(a))},encryptBlock:function(e,t){this._des1.encryptBlock(e,t),this._des2.decryptBlock(e,t),this._des3.encryptBlock(e,t)},decryptBlock:function(e,t){this._des3.decryptBlock(e,t),this._des2.encryptBlock(e,t),this._des1.decryptBlock(e,t)},keySize:6,ivSize:2,blockSize:2});t.TripleDES=i._createHelper(p)}(),e.TripleDES}))},a434:function(e,t,n){"use strict";var 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t=e.defineLocale("bm",{months:"Zanwuyekalo_Fewuruyekalo_Marisikalo_Awirilikalo_Mɛkalo_Zuwɛnkalo_Zuluyekalo_Utikalo_Sɛtanburukalo_ɔkutɔburukalo_Nowanburukalo_Desanburukalo".split("_"),monthsShort:"Zan_Few_Mar_Awi_Mɛ_Zuw_Zul_Uti_Sɛt_ɔku_Now_Des".split("_"),weekdays:"Kari_Ntɛnɛn_Tarata_Araba_Alamisa_Juma_Sibiri".split("_"),weekdaysShort:"Kar_Ntɛ_Tar_Ara_Ala_Jum_Sib".split("_"),weekdaysMin:"Ka_Nt_Ta_Ar_Al_Ju_Si".split("_"),longDateFormat:{LT:"HH:mm",LTS:"HH:mm:ss",L:"DD/MM/YYYY",LL:"MMMM [tile] D [san] YYYY",LLL:"MMMM [tile] D [san] YYYY [lɛrɛ] HH:mm",LLLL:"dddd MMMM [tile] D [san] YYYY [lɛrɛ] HH:mm"},calendar:{sameDay:"[Bi lɛrɛ] LT",nextDay:"[Sini lɛrɛ] LT",nextWeek:"dddd [don lɛrɛ] LT",lastDay:"[Kunu lɛrɛ] LT",lastWeek:"dddd [tɛmɛnen lɛrɛ] LT",sameElse:"L"},relativeTime:{future:"%s kɔnɔ",past:"a bɛ %s bɔ",s:"sanga dama dama",ss:"sekondi %d",m:"miniti kelen",mm:"miniti %d",h:"lɛrɛ kelen",hh:"lɛrɛ %d",d:"tile kelen",dd:"tile %d",M:"kalo kelen",MM:"kalo %d",y:"san kelen",yy:"san 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t=e.defineLocale("lo",{months:"ມັງກອນ_ກຸມພາ_ມີນາ_ເມສາ_ພຶດສະພາ_ມິຖຸນາ_ກໍລະກົດ_ສິງຫາ_ກັນຍາ_ຕຸລາ_ພະຈິກ_ທັນວາ".split("_"),monthsShort:"ມັງກອນ_ກຸມພາ_ມີນາ_ເມສາ_ພຶດສະພາ_ມິຖຸນາ_ກໍລະກົດ_ສິງຫາ_ກັນຍາ_ຕຸລາ_ພະຈິກ_ທັນວາ".split("_"),weekdays:"ອາທິດ_ຈັນ_ອັງຄານ_ພຸດ_ພະຫັດ_ສຸກ_ເສົາ".split("_"),weekdaysShort:"ທິດ_ຈັນ_ອັງຄານ_ພຸດ_ພະຫັດ_ສຸກ_ເສົາ".split("_"),weekdaysMin:"ທ_ຈ_ອຄ_ພ_ພຫ_ສກ_ສ".split("_"),weekdaysParseExact:!0,longDateFormat:{LT:"HH:mm",LTS:"HH:mm:ss",L:"DD/MM/YYYY",LL:"D MMMM YYYY",LLL:"D MMMM YYYY HH:mm",LLLL:"ວັນdddd D MMMM YYYY HH:mm"},meridiemParse:/ຕອນເຊົ້າ|ຕອນແລງ/,isPM:function(e){return"ຕອນແລງ"===e},meridiem:function(e,t,n){return e<12?"ຕອນເຊົ້າ":"ຕອນແລງ"},calendar:{sameDay:"[ມື້ນີ້ເວລາ] LT",nextDay:"[ມື້ອື່ນເວລາ] LT",nextWeek:"[ວັນ]dddd[ໜ້າເວລາ] LT",lastDay:"[ມື້ວານນີ້ເວລາ] LT",lastWeek:"[ວັນ]dddd[ແລ້ວນີ້ເວລາ] LT",sameElse:"L"},relativeTime:{future:"ອີກ %s",past:"%sຜ່ານມາ",s:"ບໍ່ເທົ່າໃດວິນາທີ",ss:"%d ວິນາທີ",m:"1 ນາທີ",mm:"%d ນາທີ",h:"1 ຊົ່ວໂມງ",hh:"%d ຊົ່ວໂມງ",d:"1 ມື້",dd:"%d ມື້",M:"1 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e;this._importDER(e,t)||(a(e.r&&e.s,"Signature without r or s"),this.r=new r(e.r,16),this.s=new r(e.s,16),void 0===e.recoveryParam?this.recoveryParam=null:this.recoveryParam=e.recoveryParam)}function s(){this.place=0}function c(e,t){var n=e[t.place++];if(!(128&n))return n;var r=15&n;if(0===r||r>4)return!1;for(var i=0,a=0,o=t.place;a>>=0;return!(i<=127)&&(t.place=o,i)}function l(e){var t=0,n=e.length-1;while(!e[t]&&!(128&e[t+1])&&t>>3);e.push(128|n);while(--n)e.push(t>>>(n<<3)&255);e.push(t)}}e.exports=o,o.prototype._importDER=function(e,t){e=i.toArray(e,t);var n=new s;if(48!==e[n.place++])return!1;var a=c(e,n);if(!1===a)return!1;if(a+n.place!==e.length)return!1;if(2!==e[n.place++])return!1;var o=c(e,n);if(!1===o)return!1;var l=e.slice(n.place,o+n.place);if(n.place+=o,2!==e[n.place++])return!1;var u=c(e,n);if(!1===u)return!1;if(e.length!==u+n.place)return!1;var h=e.slice(n.place,u+n.place);if(0===l[0]){if(!(128&l[1]))return!1;l=l.slice(1)}if(0===h[0]){if(!(128&h[1]))return!1;h=h.slice(1)}return this.r=new r(l),this.s=new r(h),this.recoveryParam=null,!0},o.prototype.toDER=function(e){var t=this.r.toArray(),n=this.s.toArray();128&t[0]&&(t=[0].concat(t)),128&n[0]&&(n=[0].concat(n)),t=l(t),n=l(n);while(!n[0]&&!(128&n[1]))n=n.slice(1);var r=[2];u(r,t.length),r=r.concat(t),r.push(2),u(r,n.length);var a=r.concat(n),o=[48];return u(o,a.length),o=o.concat(a),i.encode(o,e)}},b7d1:function(e,t,n){(function(t){function n(e,t){if(r("noDeprecation"))return e;var n=!1;function i(){if(!n){if(r("throwDeprecation"))throw new Error(t);r("traceDeprecation")?console.trace(t):console.warn(t),n=!0}return e.apply(this,arguments)}return i}function r(e){try{if(!t.localStorage)return!1}catch(r){return!1}var n=t.localStorage[e];return null!=n&&"true"===String(n).toLowerCase()}e.exports=n}).call(this,n("c8ba"))},b7e9:function(e,t,n){(function(e,t){t(n("c1df"))})(0,(function(e){"use strict"; +//! moment.js locale configuration +var t=e.defineLocale("en-sg",{months:"January_February_March_April_May_June_July_August_September_October_November_December".split("_"),monthsShort:"Jan_Feb_Mar_Apr_May_Jun_Jul_Aug_Sep_Oct_Nov_Dec".split("_"),weekdays:"Sunday_Monday_Tuesday_Wednesday_Thursday_Friday_Saturday".split("_"),weekdaysShort:"Sun_Mon_Tue_Wed_Thu_Fri_Sat".split("_"),weekdaysMin:"Su_Mo_Tu_We_Th_Fr_Sa".split("_"),longDateFormat:{LT:"HH:mm",LTS:"HH:mm:ss",L:"DD/MM/YYYY",LL:"D MMMM YYYY",LLL:"D MMMM YYYY HH:mm",LLLL:"dddd, D MMMM YYYY HH:mm"},calendar:{sameDay:"[Today at] LT",nextDay:"[Tomorrow at] LT",nextWeek:"dddd [at] LT",lastDay:"[Yesterday at] LT",lastWeek:"[Last] dddd [at] LT",sameElse:"L"},relativeTime:{future:"in %s",past:"%s ago",s:"a few seconds",ss:"%d seconds",m:"a minute",mm:"%d minutes",h:"an hour",hh:"%d hours",d:"a day",dd:"%d days",M:"a month",MM:"%d months",y:"a year",yy:"%d years"},dayOfMonthOrdinalParse:/\d{1,2}(st|nd|rd|th)/,ordinal:function(e){var t=e%10,n=1===~~(e%100/10)?"th":1===t?"st":2===t?"nd":3===t?"rd":"th";return e+n},week:{dow:1,doy:4}});return t}))},b837:function(e,t,n){var r=n("3fb5"),i=n("4fd1"),a=n("b672"),o=n("8707").Buffer,s=new Array(160);function c(){this.init(),this._w=s,a.call(this,128,112)}r(c,i),c.prototype.init=function(){return this._ah=3418070365,this._bh=1654270250,this._ch=2438529370,this._dh=355462360,this._eh=1731405415,this._fh=2394180231,this._gh=3675008525,this._hh=1203062813,this._al=3238371032,this._bl=914150663,this._cl=812702999,this._dl=4144912697,this._el=4290775857,this._fl=1750603025,this._gl=1694076839,this._hl=3204075428,this},c.prototype._hash=function(){var e=o.allocUnsafe(48);function t(t,n,r){e.writeInt32BE(t,r),e.writeInt32BE(n,r+4)}return t(this._ah,this._al,0),t(this._bh,this._bl,8),t(this._ch,this._cl,16),t(this._dh,this._dl,24),t(this._eh,this._el,32),t(this._fh,this._fl,40),e},e.exports=c},b84c:function(e,t,n){(function(e,t){t(n("c1df"))})(0,(function(e){"use strict"; +//! moment.js locale configuration +var t=e.defineLocale("nn",{months:"januar_februar_mars_april_mai_juni_juli_august_september_oktober_november_desember".split("_"),monthsShort:"jan._feb._mars_apr._mai_juni_juli_aug._sep._okt._nov._des.".split("_"),monthsParseExact:!0,weekdays:"sundag_måndag_tysdag_onsdag_torsdag_fredag_laurdag".split("_"),weekdaysShort:"su._må._ty._on._to._fr._lau.".split("_"),weekdaysMin:"su_må_ty_on_to_fr_la".split("_"),weekdaysParseExact:!0,longDateFormat:{LT:"HH:mm",LTS:"HH:mm:ss",L:"DD.MM.YYYY",LL:"D. MMMM YYYY",LLL:"D. MMMM YYYY [kl.] H:mm",LLLL:"dddd D. MMMM YYYY [kl.] HH:mm"},calendar:{sameDay:"[I dag klokka] LT",nextDay:"[I morgon klokka] LT",nextWeek:"dddd [klokka] LT",lastDay:"[I går klokka] LT",lastWeek:"[Føregåande] dddd [klokka] LT",sameElse:"L"},relativeTime:{future:"om %s",past:"%s sidan",s:"nokre sekund",ss:"%d sekund",m:"eit minutt",mm:"%d minutt",h:"ein time",hh:"%d timar",d:"ein dag",dd:"%d dagar",M:"ein månad",MM:"%d månader",y:"eit år",yy:"%d år"},dayOfMonthOrdinalParse:/\d{1,2}\./,ordinal:"%d.",week:{dow:1,doy:4}});return t}))},b86b:function(e,t,n){(function(t,r,i){e.exports=r(n("21bf"),n("3252"),n("d6e6"))})(0,(function(e){return function(){var t=e,n=t.x64,r=n.Word,i=n.WordArray,a=t.algo,o=a.SHA512,s=a.SHA384=o.extend({_doReset:function(){this._hash=new i.init([new r.init(3418070365,3238371032),new r.init(1654270250,914150663),new r.init(2438529370,812702999),new r.init(355462360,4144912697),new r.init(1731405415,4290775857),new r.init(2394180231,1750603025),new r.init(3675008525,1694076839),new r.init(1203062813,3204075428)])},_doFinalize:function(){var e=o._doFinalize.call(this);return e.sigBytes-=16,e}});t.SHA384=o._createHelper(s),t.HmacSHA384=o._createHmacHelper(s)}(),e.SHA384}))},b86c:function(e,t,n){(function(t,r,i){e.exports=r(n("21bf"),n("38ba"))})(0,(function(e){return e.pad.NoPadding={pad:function(){},unpad:function(){}},e.pad.NoPadding}))},b8e7:function(e,t,n){},b904:function(e,t,n){function r(){return n("81a5"),{}}e.exports=r},b92b:function(e,t,n){"use strict";var r=n("4d91");t["a"]=function(){return{prefixCls:r["a"].string,type:r["a"].string,htmlType:r["a"].oneOf(["button","submit","reset"]).def("button"),icon:r["a"].any,shape:r["a"].oneOf(["circle","circle-outline","round"]),size:r["a"].oneOf(["small","large","default"]).def("default"),loading:r["a"].oneOfType([r["a"].bool,r["a"].object]),disabled:r["a"].bool,ghost:r["a"].bool,block:r["a"].bool}}},b97c:function(e,t,n){(function(e,t){t(n("c1df"))})(0,(function(e){"use strict"; +//! moment.js locale configuration +var t={ss:"sekundes_sekundēm_sekunde_sekundes".split("_"),m:"minūtes_minūtēm_minūte_minūtes".split("_"),mm:"minūtes_minūtēm_minūte_minūtes".split("_"),h:"stundas_stundām_stunda_stundas".split("_"),hh:"stundas_stundām_stunda_stundas".split("_"),d:"dienas_dienām_diena_dienas".split("_"),dd:"dienas_dienām_diena_dienas".split("_"),M:"mēneša_mēnešiem_mēnesis_mēneši".split("_"),MM:"mēneša_mēnešiem_mēnesis_mēneši".split("_"),y:"gada_gadiem_gads_gadi".split("_"),yy:"gada_gadiem_gads_gadi".split("_")};function n(e,t,n){return n?t%10===1&&t%100!==11?e[2]:e[3]:t%10===1&&t%100!==11?e[0]:e[1]}function r(e,r,i){return e+" "+n(t[i],e,r)}function i(e,r,i){return n(t[i],e,r)}function a(e,t){return t?"dažas sekundes":"dažām sekundēm"}var o=e.defineLocale("lv",{months:"janvāris_februāris_marts_aprīlis_maijs_jūnijs_jūlijs_augusts_septembris_oktobris_novembris_decembris".split("_"),monthsShort:"jan_feb_mar_apr_mai_jūn_jūl_aug_sep_okt_nov_dec".split("_"),weekdays:"svētdiena_pirmdiena_otrdiena_trešdiena_ceturtdiena_piektdiena_sestdiena".split("_"),weekdaysShort:"Sv_P_O_T_C_Pk_S".split("_"),weekdaysMin:"Sv_P_O_T_C_Pk_S".split("_"),weekdaysParseExact:!0,longDateFormat:{LT:"HH:mm",LTS:"HH:mm:ss",L:"DD.MM.YYYY.",LL:"YYYY. [gada] D. MMMM",LLL:"YYYY. [gada] D. MMMM, HH:mm",LLLL:"YYYY. [gada] D. MMMM, dddd, HH:mm"},calendar:{sameDay:"[Šodien pulksten] LT",nextDay:"[Rīt pulksten] LT",nextWeek:"dddd [pulksten] LT",lastDay:"[Vakar pulksten] LT",lastWeek:"[Pagājušā] dddd [pulksten] LT",sameElse:"L"},relativeTime:{future:"pēc %s",past:"pirms %s",s:a,ss:r,m:i,mm:r,h:i,hh:r,d:i,dd:r,M:i,MM:r,y:i,yy:r},dayOfMonthOrdinalParse:/\d{1,2}\./,ordinal:"%d.",week:{dow:1,doy:4}});return o}))},b97c3:function(e,t,n){"use strict";n("b2a3"),n("a54e")},b9a8:function(e,t,n){"use strict";var r=n("399f"),i=n("6aa2"),a=n("f3a3"),o=n("0cbb"),s=n("fdac"),c=a.assert,l=n("bb34"),u=n("b73f");function h(e){if(!(this instanceof h))return new h(e);"string"===typeof e&&(c(o.hasOwnProperty(e),"Unknown curve "+e),e=o[e]),e instanceof o.PresetCurve&&(e={curve:e}),this.curve=e.curve.curve,this.n=this.curve.n,this.nh=this.n.ushrn(1),this.g=this.curve.g,this.g=e.curve.g,this.g.precompute(e.curve.n.bitLength()+1),this.hash=e.hash||e.curve.hash}e.exports=h,h.prototype.keyPair=function(e){return new l(this,e)},h.prototype.keyFromPrivate=function(e,t){return l.fromPrivate(this,e,t)},h.prototype.keyFromPublic=function(e,t){return l.fromPublic(this,e,t)},h.prototype.genKeyPair=function(e){e||(e={});var t=new i({hash:this.hash,pers:e.pers,persEnc:e.persEnc||"utf8",entropy:e.entropy||s(this.hash.hmacStrength),entropyEnc:e.entropy&&e.entropyEnc||"utf8",nonce:this.n.toArray()}),n=this.n.byteLength(),a=this.n.sub(new r(2));do{var o=new r(t.generate(n));if(!(o.cmp(a)>0))return o.iaddn(1),this.keyFromPrivate(o)}while(1)},h.prototype._truncateToN=function(e,t){var n=8*e.byteLength()-this.n.bitLength();return n>0&&(e=e.ushrn(n)),!t&&e.cmp(this.n)>=0?e.sub(this.n):e},h.prototype.sign=function(e,t,n,a){"object"===typeof n&&(a=n,n=null),a||(a={}),t=this.keyFromPrivate(t,n),e=this._truncateToN(new r(e,16));for(var o=this.n.byteLength(),s=t.getPrivate().toArray("be",o),c=e.toArray("be",o),l=new i({hash:this.hash,entropy:s,nonce:c,pers:a.pers,persEnc:a.persEnc||"utf8"}),h=this.n.sub(new r(1)),f=0;1;f++){var d=a.k?a.k(f):new r(l.generate(this.n.byteLength()));if(d=this._truncateToN(d,!0),!(d.cmpn(1)<=0||d.cmp(h)>=0)){var p=this.g.mul(d);if(!p.isInfinity()){var m=p.getX(),v=m.umod(this.n);if(0!==v.cmpn(0)){var g=d.invm(this.n).mul(v.mul(t.getPrivate()).iadd(e));if(g=g.umod(this.n),0!==g.cmpn(0)){var b=(p.getY().isOdd()?1:0)|(0!==m.cmp(v)?2:0);return a.canonical&&g.cmp(this.nh)>0&&(g=this.n.sub(g),b^=1),new u({r:v,s:g,recoveryParam:b})}}}}}},h.prototype.verify=function(e,t,n,i){e=this._truncateToN(new r(e,16)),n=this.keyFromPublic(n,i),t=new u(t,"hex");var a=t.r,o=t.s;if(a.cmpn(1)<0||a.cmp(this.n)>=0)return!1;if(o.cmpn(1)<0||o.cmp(this.n)>=0)return!1;var s=o.invm(this.n),c=s.mul(e).umod(this.n),l=s.mul(a).umod(this.n);if(!this.curve._maxwellTrick){var h=this.g.mulAdd(c,n.getPublic(),l);return!h.isInfinity()&&0===h.getX().umod(this.n).cmp(a)}h=this.g.jmulAdd(c,n.getPublic(),l);return!h.isInfinity()&&h.eqXToP(a)},h.prototype.recoverPubKey=function(e,t,n,i){c((3&n)===n,"The recovery param is more than two bits"),t=new u(t,i);var a=this.n,o=new r(e),s=t.r,l=t.s,h=1&n,f=n>>1;if(s.cmp(this.curve.p.umod(this.curve.n))>=0&&f)throw new Error("Unable to find sencond key candinate");s=f?this.curve.pointFromX(s.add(this.curve.n),h):this.curve.pointFromX(s,h);var d=t.r.invm(a),p=a.sub(o).mul(d).umod(a),m=l.mul(d).umod(a);return this.g.mulAdd(p,s,m)},h.prototype.getKeyRecoveryParam=function(e,t,n,r){if(t=new u(t,r),null!==t.recoveryParam)return t.recoveryParam;for(var i=0;i<4;i++){var a;try{a=this.recoverPubKey(e,t,i)}catch(e){continue}if(a.eq(n))return i}throw new Error("Unable to find valid recovery factor")}},b9b5:function(e,t,n){"use strict";var r=n("9d8a").codes.ERR_INVALID_OPT_VALUE;function i(e,t,n){return null!=e.highWaterMark?e.highWaterMark:t?e[n]:null}function a(e,t,n,a){var o=i(t,a,n);if(null!=o){if(!isFinite(o)||Math.floor(o)!==o||o<0){var s=a?n:"highWaterMark";throw new r(s,o)}return Math.floor(o)}return 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it={type:a["a"].oneOf(["success","info","warning","error"]),closable:a["a"].bool,closeText:a["a"].any,message:a["a"].any,description:a["a"].any,afterClose:a["a"].func.def(rt),showIcon:a["a"].bool,iconType:a["a"].string,prefixCls:a["a"].string,banner:a["a"].bool,icon:a["a"].any},at={name:"AAlert",props:it,mixins:[qe["a"]],inject:{configProvider:{default:function(){return we["a"]}}},data:function(){return{closing:!1,closed:!1}},methods:{handleClose:function(e){e.preventDefault();var t=this.$el;t.style.height=t.offsetHeight+"px",t.style.height=t.offsetHeight+"px",this.setState({closing:!0}),this.$emit("close",e)},animationEnd:function(){this.setState({closing:!1,closed:!0}),this.afterClose()}},render:function(){var e,t=arguments[0],n=this.prefixCls,r=this.banner,i=this.closing,a=this.closed,o=this.configProvider.getPrefixCls,s=o("alert",n),c=this.closable,u=this.type,h=this.showIcon,f=this.iconType,d=Object(W["f"])(this,"closeText"),p=Object(W["f"])(this,"description"),m=Object(W["f"])(this,"message"),v=Object(W["f"])(this,"icon");h=!(!r||void 0!==h)||h,u=r&&void 0===u?"warning":u||"info";var g="filled";if(!f){switch(u){case"success":f="check-circle";break;case"info":f="info-circle";break;case"error":f="close-circle";break;case"warning":f="exclamation-circle";break;default:f="default"}p&&(g="outlined")}d&&(c=!0);var b=et()(s,(e={},Ie()(e,s+"-"+u,!0),Ie()(e,s+"-closing",i),Ie()(e,s+"-with-description",!!p),Ie()(e,s+"-no-icon",!h),Ie()(e,s+"-banner",!!r),Ie()(e,s+"-closable",c),e)),y=c?t("a",{attrs:{type:"button",tabIndex:0},on:{click:this.handleClose},class:s+"-close-icon"},[d?t("span",{class:s+"-close-text"},[d]):t(l["a"],{attrs:{type:"close"}})]):null,_=v&&(Object(W["v"])(v)?Object(nt["a"])(v,{class:s+"-icon"}):t("span",{class:s+"-icon"},[v]))||t(l["a"],{class:s+"-icon",attrs:{type:f,theme:g}}),w=Object(tt["a"])(s+"-slide-up",{appear:!1,afterLeave:this.animationEnd});return a?null:t("transition",w,[t("div",{directives:[{name:"show",value:!i}],class:b,attrs:{"data-show":!i}},[h?_:null,t("span",{class:s+"-message"},[m]),t("span",{class:s+"-description"},[p]),y])])},install:function(e){e.use(Fe["a"]),e.component(at.name,at)}};n("21f9"),n("3b18"),n("f64c"),n("9a33"),n("f933"),a["a"].string,a["a"].array,a["a"].oneOfType([a["a"].func,a["a"].bool]).def(!1),n("76fb");a["a"].string,a["a"].bool,a["a"].array,a["a"].string,a["a"].string,a["a"].oneOfType([a["a"].func,a["a"].bool]).def(!1),n("2ef0"),n("9839");a["a"].oneOf(["Fluid","Fixed"]).def("Fluid"),a["a"].bool,a["a"].bool,a["a"].oneOf(["sidemenu","topmenu"]),a["a"].oneOfType([a["a"].func,a["a"].bool]).def(!1),n("6a71"),n("7746"),n("b384");a["a"].string.def("");var ot={theme:a["a"].oneOf(["dark","light","realDark"]),primaryColor:a["a"].string,layout:a["a"].oneOf(["sidemenu","topmenu"]),colorWeak:a["a"].bool,contentWidth:a["a"].oneOf(["Fluid","Fixed"]).def("Fluid"),fixedHeader:a["a"].bool,fixSiderbar:a["a"].bool,hideHintAlert:a["a"].bool.def(!1),hideCopyButton:a["a"].bool.def(!1)};a["a"].func,a["a"].objectOf(ot),a["a"].oneOfType([a["a"].func,a["a"].bool]).def(!1)},c109:function(e,t,n){(function(e,t){t(n("c1df"))})(0,(function(e){"use strict"; +//! moment.js locale configuration +var 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r=n("8c8a");t.encrypt=function(e,t){var n=r(t,e._prev);return e._prev=e._cipher.encryptBlock(n),e._prev},t.decrypt=function(e,t){var n=e._prev;e._prev=t;var i=e._cipher.decryptBlock(t);return r(i,n)}},c183:function(e,t,n){var r=n("512c");r(r.S+r.F*!n("0bad"),"Object",{defineProperty:n("1a14").f})},c195:function(e,t,n){var r=n("bcf7"),i=n("217d"),a=i.each,o=i.isFunction,s=i.isArray;function c(){if(!window.matchMedia)throw new Error("matchMedia not present, legacy browsers require a polyfill");this.queries={},this.browserIsIncapable=!window.matchMedia("only all").matches}c.prototype={constructor:c,register:function(e,t,n){var i=this.queries,c=n&&this.browserIsIncapable;return i[e]||(i[e]=new r(e,c)),o(t)&&(t={match:t}),s(t)||(t=[t]),a(t,(function(t){o(t)&&(t={match:t}),i[e].addHandler(t)})),this},unregister:function(e,t){var n=this.queries[e];return n&&(t?n.removeHandler(t):(n.clear(),delete 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this.$store.state.labels.currentProId}},watch:{isImage:function(t,e){this.isPreservation=!t}},data:function(){return{colorPicker:null,isSubmit:!1,hasSelectDrawType:"0",isPreservation:!0,rectActiveStyle:!1,polygonActiveStyle:!1,editActiveStyle:!1,preDrawType:null}},mounted:function(){this.hasSelectDrawType="0",this.initFillColor(),this.initBorderColor()},methods:{uploadImg:function(){this.$emit("uploadImg",{selectTabs:"1",selectItem:0,fileAttribute:"fileImage"}),this.isSubmit=!0},echoImg:function(t){this.$emit("echoImg",{selectTabs:"1",selectItem:0,fileAttribute:"file",selectType:t}),this.isSubmit=!0},initFillColor:function(){var t=this,e=this;this.$nextTick((function(){t.colorPicker=new ut({el:"#color-picker",size:{width:200,height:32},isLog:!1,alpha:!0,defaultColor:t.fillColor,predefineColor:["#fff","#2396ef"],sure:e.handler,clear:e.clearColor,openPickerAni:"opacity"})}))},initBorderColor:function(){var t=this,e=this;this.$nextTick((function(){t.borderColorPicker=new ut({el:"#color-border",size:{width:200,height:32},isLog:!1,alpha:!1,defaultColor:t.borderColor,predefineColor:["#fff","#2396ef"],sure:e.sureBorder,clear:e.clearColorBorder,openPickerAni:"opacity"})}))},handler:function(t){this.$store.commit(pt["e"],t),this.changeSelectedColorVal.id&&(this.changeSelectedColorVal.fill=t,this.$emit("chanageSelectedColor",this.changeSelectedColorVal))},clearColor:function(){this.$store.commit(pt["e"],"rgba(255, 255, 255, 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t=this,e=t.$createElement,a=t._self._c||e;return a("a-drawer",{attrs:{title:t.$t("drawerTool.drawerTool55"),placement:"right",visible:t.visible,width:370,"after-visible-change":t.afterVisibleChange},on:{close:t.onClose}},[a("div",{staticClass:"handle-term"},[a("div",{staticClass:"tagname"},[a("div",{staticClass:"item-title"},[t._v(t._s(t.$t("aDrawer.labelName")))]),a("a-input",{staticClass:"container marLeft10",attrs:{placeholder:t.$t("drawerTool.drawerTool56")},on:{change:t.changeFn},model:{value:t.tagName,callback:function(e){t.tagName=e},expression:"tagName"}})],1),a("div",{staticClass:"boderColor flexBasi adrawer",staticStyle:{marginTop:"6px"}},[a("div",{staticClass:"item-title"},[t._v(t._s(t.$t("aDrawer.borderColor")))]),a("div",{staticClass:"container"},[a("div",{attrs:{id:"colorBorder"}})])]),a("div",{staticClass:"fill flexBasi adrawer"},[a("div",{staticClass:"item-title"},[t._v(t._s(t.$t("aDrawer.fillColor")))]),a("div",{staticClass:"container"},[a("div",{attrs:{id:"colorPicker"}})])])]),a("div",{staticClass:"handle-explain"},[a("div",{staticClass:"title"},[t._v(t._s(t.$t("aDrawer.operatingInstructions")))]),a("div",{staticClass:"content"},[a("div",{staticClass:"explain-item"},[a("b",[t._v("1、")]),a("span",{staticStyle:{color:"#6DD451","font-weight":"600"}},[t._v(t._s(t.$t("aDrawer.labelName2")))]),t._v(t._s(t.$t("aDrawer.inputLabelImediately"))+" ")]),a("div",{staticClass:"explain-item"},[a("b",[t._v("2、")]),a("span",{staticStyle:{color:"#406DCF","font-weight":"600"}},[t._v(t._s(t.$t("aDrawer.borderColor2")))]),t._v(t._s(t.$t("aDrawer.relevantValueChange"))+" ")]),a("div",{staticClass:"explain-item"},[a("b",[t._v("3、")]),a("span",{staticStyle:{color:"#C42B51","font-weight":"600"}},[t._v(t._s(t.$t("aDrawer.fillColor2")))]),t._v(t._s(t.$t("aDrawer.relevantValueChange2"))+" ")])])]),a("div",{staticClass:"handle-explain"},[a("div",{staticClass:"title"},[t._v(t._s(t.$t("aDrawer.mattersNeedingAttention")))]),a("div",{staticClass:"content"},[a("div",{staticClass:"explain-item"},[a("b",[t._v("1、")]),a("span",{staticClass:"care"},[t._v(t._s(t.$t("aDrawer.clearOperation")))]),t._v(t._s(t.$t("aDrawer.selectedDefaultColor"))+" ")]),a("div",{staticClass:"explain-item"},[a("b",[t._v("2、")]),a("span",{staticClass:"care"},[t._v(t._s(t.$t("aDrawer.transparency")))]),t._v(t._s(t.$t("aDrawer.transparencyDefaultSelecting"))+" ")]),a("div",{staticClass:"explain-item"},[a("b",[t._v("3、")]),a("span",{staticClass:"care"},[t._v(t._s(t.$t("aDrawer.quickColors")))]),t._v(t._s(t.$t("aDrawer.selectorOperation"))+" ")])])])])},yt=[],xt={props:{isVisibleaDrawer:{type:Boolean,default:!1},changeSelectedColorVal:{type:Object,default:function(){}}},watch:{isVisibleaDrawer:function(t){this.visible=t,t&&(this.initFillColor(),this.initBorderColor(),this.tagName=this.changeSelectedColorVal.descibe)}},computed:{fillColor:function(){return this.$store.state.labels.fillColor},borderColor:function(){return this.$store.state.labels.borderColor}},data:function(){return{visible:this.isVisibleaDrawer,colorPicker:null,borderColorPicker:null,tagName:""}},methods:{initFillColor:function(){var t=this;t.$nextTick((function(){t.colorPicker=new ut({el:"#colorPicker",size:{width:200,height:32},isLog:!1,alpha:!0,defaultColor:t.fillColor,predefineColor:["#fff","#2396ef"],openPickerAni:"opacity",sure:t.handler,clear:t.clearColor})}))},initBorderColor:function(){var t=this;t.$nextTick((function(){t.borderColorPicker=new ut({el:"#colorBorder",size:{width:200,height:32},isLog:!1,alpha:!1,defaultColor:t.borderColor,predefineColor:["#fff","#2396ef"],openPickerAni:"opacity",sure:t.sureBorder,clear:t.clearColorBorder})}))},sureBorder:function(t){this.$store.commit(pt["b"],t),this.changeSelectedColorVal.id&&(this.changeSelectedColorVal.stroke=t,this.$emit("chanageSelectedColor",this.changeSelectedColorVal))},clearColorBorder:function(t){this.$store.state.labels.borderColor="",this.$store.commit(pt["b"],"#ff0000")},handler:function(t){this.$store.commit(pt["e"],t),this.changeSelectedColorVal.id&&(this.changeSelectedColorVal.fill=t,this.$emit("chanageSelectedColor",this.changeSelectedColorVal))},clearColor:function(t){this.$store.state.labels.fillColor="",this.$store.commit(pt["e"],"rgba(255, 0, 0, 0)")},afterVisibleChange:function(t){},onClose:function(){this.$emit("update:isVisibleaDrawer",!1)},changeFn:function(t){this.changeSelectedColorVal.descibe=this.tagName,this.$emit("changeTagName",this.changeSelectedColorVal)}},components:{}},_t=xt,Ct=(a("4716"),Object(x["a"])(_t,wt,yt,!1,null,"1d1bf8f4",null)),kt=Ct.exports;function It(t,e,a){var i=a.points[this.pointIndex].x-a.pathOffset.x,s=a.points[this.pointIndex].y-a.pathOffset.y;return fabric.util.transformPoint({x:i,y:s},fabric.util.multiplyTransformMatrices(a.canvas.viewportTransform,a.calcTransformMatrix()))}function Tt(t,e,a,i){var s=e.target,n=s.controls[s.__corner],o=s.toLocalPoint(new fabric.Point(a,i),"center","center"),r=s._getNonTransformedDimensions(),l=s._getTransformedDimensions(0,0),c={x:o.x*r.x/l.x+s.pathOffset.x,y:o.y*r.y/l.y+s.pathOffset.y};return s.points[n.pointIndex]=c,!0}function St(t,e){return function(a,i,s,n){var o=i.target,r=fabric.util.transformPoint({x:o.points[t].x-o.pathOffset.x,y:o.points[t].y-o.pathOffset.y},o.calcTransformMatrix()),l=e(a,i,s,n),c=(o._setPositionDimensions({}),o._getNonTransformedDimensions()),d=(o.points[t].x-o.pathOffset.x)/c.x,h=(o.points[t].y-o.pathOffset.y)/c.y;return o.setPositionByOrigin(r,d+.5,h+.5),l}}var Lt,At,Ot,Dt=a("2875"),Pt=a.n(Dt),jt=a("5d3d"),Et=a.n(jt),Mt={x:0,y:0},Bt=(new fabric.Image.filters.Resize({scaleX:1,scaleY:1,resizeType:"lanczos",lanczosLobes:3}),{props:{queryProId:{type:String,default:""}},data:function(){return{width:1248,height:689,outWidth:1250,drawType:null,moveCount:1,doDrawing:!1,mouseTo:{},mouseFrom:{},drawWidth:1,drawingObject:null,isVisibleDialog:!1,jsonData:{},isVisiblea:!1,paddingLft:"200px",marTop:"100px",canvasBg:"",drawCanDia:!0,isEdit:!0,curentDataSetId:"",currentImgId:"",currentAction:"项目操作",inspectInfor:"",inspectTimes:0,inspectTagId:"",polygonMode:!1,pointArray:[],lineArray:[],activeShape:!1,activeLine:"",line:{},scaleNum:100,isVisibleaDrawer:!1,moveCanvasInfo:{isDragging:!1,lastX:0,lastY:0},zoom:window.zoom?window.zoom:1,beginzoomPoint:new fabric.Point(0,0),zoomPoint:new fabric.Point(0,0),lastzoomPoint:{x:0,y:0},lastmousePoint:{x:0,y:0},lastzoom:1,relativeMouseX:0,relativeMouseY:0,copycanvas:{},copycontext:null,square:null,squaredata:{},canvasSource:null,boxSource:null,changeSelectedColorVal:{},bgImgX:0,bgImgY:0,bgImgLeftTopX:0,bgImgLeftBottomY:0,bgWidth:0,bgHeight:0,imgFile:{},imgSrc:"",dataList:[],isSelectDrawType:!0,isImage:!1,isDrawEdit:!1,isCanCtrlFlag:!1,CoefficientPosi:0,preEdit:!1,SelectFileList:[],SelectFile:{},preDrawType:"",isMoveScal:!1}},computed:{imgList:function(){return this.$store.state.labels.selectImgList},currentProId:function(){return this.$store.state.labels.currentProId},fromCenterVal:function(){return this.$store.state.labels.fromCenterVal},currentSelectedImg:function(){return this.$store.state.labels.currentSelectedImg},fillColor:function(){return this.$store.state.labels.fillColor},color:function(){return this.$store.state.labels.borderColor}},watch:{drawType:function(){this.canvas.selection=!this.drawType},width:function(t){this.canvas.setWidth(t)},height:function(){this.canvas.setHeight(this.height)},currentSelectedImg:function(t){this.bgChangeFn(t)}},mounted:function(){var t=this;this.init(),this.keyboardFn(),this.widthChange(),window.onresize=function(){t.widthChange()},this.width=document.getElementById("top").clientWidth-2,this.height=document.getElementById("top").clientHeight-2},methods:{uploadImg:function(t){this.$emit("handleSwitch",l({},t)),this.clearBgAll(),document.getElementById("imgInput").click()},handleEchoImg:function(t){this.SelectFile={},"file"===t.selectType?(t.selectTabs="2",t.selectItem="",document.getElementById("imgDataInputFile").click()):document.getElementById("imgDataInputFolder").click(),this.$emit("handleSwitch",l({},t)),this.clearBgAll()},getImgDataFile:function(t){var e=this,a=this;a.isImage=!1;var i=document.getElementById("imgDataInputFile"),s=new Image,n=t.target.files[0];if(n){var o=n,r=o.name;a.imgTitle=r;var l=new FileReader;l.readAsText(o),l.onload=function(){var t=JSON.parse(this.result);t.imgUrl||this.$message.warning($t("draw.selectJsonFile")),s.src=t.imgUrl,a.canvasBg=t.imgUrl,a.clearAllDraw(),a.clearBgAll(),t.desiList?(a.dataList=p(t.desiList),a.dataList.forEach((function(t){"polygon"===t.type?a.showPolygon(t):a.showRectangle(t)})),i.value=""):a.$message.error($t("draw.dataFormatIncorrect"))},s.onload=function(){new fabric.Image(s,{zIndex:-1});a.isImage=!0,a.setCanvasBg(e.canvasBg),a.isSelectDrawType=!1,a.$emit("allDesiListFn",a.dataList)}}else this.$message.warning($t("draw.selectAgain"))},getImgDataFolder:function(t){var e=this,a=this,i=[];a.isImage=!1;var s=l({},t.target.files),n=[];for(var o in s)s[o].name.includes(".json")&&(i.push(s[o]),n.push(s[o].webkitRelativePath));localStorage.setItem("LocalStragePaths",JSON.stringify(n)),this.$emit("handleGetFile",{list:i,type:"file"});var r=l({title:"",type:""},JSON.parse(localStorage.getItem("selcetFileIndex"))),c=r.title,d=r.type;i.forEach((function(t,a){return t.name===c?i.length>=a&&"file"===d?(e.loadEchoImage(i[a]),!1):(e.loadEchoImage(i[0]),!1):a===i.length-1&&t.name!==c&&"file"!==d?(e.loadEchoImage(i[0]),!1):void 0}))},loadEchoImage:function(t){var e=this;if(t){var a=this,i=document.getElementById("imgDataInputFolder"),s=new Image,n=t,o=n.name;a.imgTitle=o;var r=new FileReader;r.readAsText(n),r.onload=function(){var t=JSON.parse(this.result);t.imgUrl||this.$message.warning($t("draw.selectJsonFile")),s.src=t.imgUrl,a.canvasBg=t.imgUrl,a.clearAllDraw(),a.clearBgAll(),t.desiList?(a.dataList=p(t.desiList),a.dataList.forEach((function(t){"polygon"===t.type?a.showPolygon(t):a.showRectangle(t)})),i.value=""):a.$message.error($t("draw.dataFormatIncorrect"))},s.onload=function(){new fabric.Image(s,{zIndex:-1});a.isImage=!0,a.setCanvasBg(e.canvasBg),a.isSelectDrawType=!1,a.$emit("allDesiListFn",a.dataList)}}else this.$message.warning($t("draw.selectAgain"))},getFileImage:function(t){var e=this,a=this,i=[];a.isImage=!1;var s=t.target.files;for(var n in this.SelectFileList=[],s)/\.(jpe?g|png|bmp)$/i.test(s[n].name)&&(i.push(s[n]),this.SelectFileList.push(s[n]));this.$emit("handleGetFileImage",{list:i,type:"fileImage"});var o=l({title:"",type:""},JSON.parse(localStorage.getItem("selcetFileIndex"))),r=o.title,c=o.type;i.forEach((function(t,a){return t.name===r?i.length>=a&&"fileImage"===c?(e.loadUploadImage(i[a]),!1):(e.loadUploadImage(i[0]),!1):a===i.length-1&&t.name!==r&&"fileImage"!==c?(e.loadUploadImage(i[0]),!1):void 0}))},loadUploadImage:function(t){var e=this;if(t){var a=this,i=document.getElementById("imgInput");a.SelectFile=t;var s=new Image;if(/\.(jpe?g|png|bmp)$/i.test(t.name)){var n=new FileReader;a.clearAllDraw(),a.clearBgAll(),n.onload=function(){a.imgTitle=t.name,s.src=this.result,a.canvasBg=this.result},n.readAsDataURL(t),i.value="",s.onload=function(){new fabric.Image(s,{zIndex:-1});e.setCanvasBg(e.canvasBg),e.isSelectDrawType=!1,e.isImage=!0}}}else this.$message.warning($t("draw.unmarkedSelectedFolder"))},handleUpImage:function(){var t=this,e=[],a=p(this.SelectFileList);a.map((function(t){/\.(jpe?g|png|bmp)$/i.test(t.name)&&e.push(t)})),this.$emit("handleGetFileImage",{list:e,type:"fileImage"});var i=l({title:"",type:""},JSON.parse(localStorage.getItem("selcetFileIndex"))),s=i.title,n=i.type;e.forEach((function(a,i){return a.name===s?e.length>=i&&"fileImage"===n?(t.loadUploadImage(e[i]),!1):(t.loadUploadImage(e[0]),!1):i===e.length-1&&a.name!==s&&"fileImage"!==n?(t.loadUploadImage(e[0]),!1):void 0}))},initClickBig:function(){At=document.getElementById("copycanvas"),Ot=At.getContext("2d"),Ot.imageSmoothingEnabled=!1},initCopyCanvas:function(){var t=this;this.canvasSource=document.getElementById("canvas"),this.copycanvas=document.getElementById("copycanvas"),this.copycontext=this.copycanvas.getContext("2d"),this.square=document.getElementById("square"),this.boxSource=this.canvasSource.getBoundingClientRect(),window.onmousemove=function(e){var a=e.clientX,i=e.clientY;a>=t.canvasSource.offsetLeft&&a<=t.canvasSource.offsetLeft+t.canvasSource.width&&i>=t.canvasSource.offsetTop&&i<=t.canvasSource.offsetTop+t.canvasSource.height?t.createSquare(a,i):(t.hideSquare(),t.hideCanvas())}},createSquare:function(t,e){var a=t-45a&&(s=a-o),n+r>i&&(n=i-r),Ot.drawImage(Lt._originalElement,s/t,n/e,550,400,0,0,550*t,400*e),Ot.drawImage(At,0,0,o,r,0,0,550,400)},chooseTools:function(t){this.isVisibleaDrawer=!0,this.changeSelectedColorVal={},t.id&&(this.changeSelectedColorVal=t),this.isVisibleaDrawer=!0,this.changeSelectedColorVal={},t.id&&(this.changeSelectedColorVal=t)},canvasChangeAdd:function(t){this.scaleNum=2,this.canvas.setZoom(2)},canvasChangeReduce:function(t){this.scaleNum=1,this.canvas.setZoom(1)},init:function(){var t=this;this.canvas=new fabric.Canvas("canvas",{}),this.canvas.selectionColor="rgba(0,0,0,0.05)",this.canvas.defaultCursor="crosshair",this.canvas.hoverCursor="pointer",this.canvas.preserveObjectStacking=!0,this.canvas.on("mouse:down",this.mousedown),this.canvas.on("mouse:move",this.mousemove),this.canvas.on("mouse:up",this.mouseup),this.canvas.on("object:modified",this.modified),this.canvas.on("object:selected",this.objectSelected),this.canvas.on("object:scaling",this.objectScaleing),this.canvas.on("mouse:wheel",(function(e){e.e.preventDefault(),e.e.altKey&&!t.isSelectDrawType?(document.querySelector("body").setAttribute("style","overflow: hidden"),t.zoom=(e.e.deltaY>0?-.1:.1)+t.canvas.getZoom(),t.zoom=Math.max(.1,t.zoom),t.zoom=Math.min(3,t.zoom),t.zoomPoint=new fabric.Point(e.pointer.x,e.pointer.y),t.canvas.zoomToPoint(t.zoomPoint,t.zoom),t.resetOriginAfterZoom(),t.setCanvasBg(t.canvasBg)):document.querySelector("body").setAttribute("style","overflow: auto")}))},initialZoom:function(){this.zoom=.8,this.zoomPoint=new fabric.Point(this.canvas.width/2,this.canvas.height/2),this.canvas.zoomToPoint(this.zoomPoint,this.zoom),this.resetOriginAfterZoom()},resetOriginAfterZoom:function(){this.lastzoomPoint.x=this.lastzoomPoint.x+(this.zoomPoint.x-this.lastmousePoint.x-this.relativeMouseX)/this.lastzoom,this.lastzoomPoint.y=this.lastzoomPoint.y+(this.zoomPoint.y-this.lastmousePoint.y-this.relativeMouseY)/this.lastzoom,this.lastmousePoint.x=this.zoomPoint.x,this.lastmousePoint.y=this.zoomPoint.y,this.lastzoom=this.zoom,this.tempmouseX=this.relativeMouseX,this.tempmouseY=this.relativeMouseY,this.relativeMouseX=0,this.relativeMouseY=0},resizeCanvas:function(){this.canvas.width=.72*document.getElementById("draw").offsetWidth,this.canvas.height=.72*document.getElementById("draw").offsetHeight,this.canvas.setWidth(this.canvas.width),this.canvas.setHeight(this.canvas.height),this.initialZoom()},zoomToFitCanvas:function(){this.canvas.setZoom(1),this.canvas.absolutePan({x:0,y:0});var t=this.canvas.getObjects();if(t.length>0)for(var e=t[0].getBoundingRect(),a=e.left,i=e.top,s=e.left+e.width,n=e.top+e.height,o=1;o1&&t.target&&t.target.id===this.pointArray[0].id&&this.generatePolygon(),this.polygonMode&&this.addPoint(t)}catch(a){}}else this.drawCanDia=!1},mousemove:function(t){if(!(this.moveCount%2)||this.doDrawing){if(this.moveCount++,"polygon"!==this.drawType&&this.drawing(t),"polygon"===this.drawType){if(this.activeLine&&"line"===this.activeLine.class){var e=this.canvas.getPointer(t.e);this.activeLine.set({x2:e.x,y2:e.y});var a=this.activeShape.get("points");a[this.pointArray.length]={x:e.x,y:e.y,zIndex:1},this.activeShape.set({points:a}),this.canvas.renderAll()}this.canvas.renderAll()}if(this.moveCanvasInfo.isDragging){var i=new fabric.Point(t.e.movementX,t.e.movementY);return this.canvas.relativePan(i),this.relativeMouseX+=t.e.movementX,void(this.relativeMouseY+=t.e.movementY)}this.mouseTo.x=this.getX(t),this.mouseTo.y=this.getY(t)}},mouseup:function(t){"rectangle"===this.preDrawType&&this.isMoveScal?(this.drawType=this.preDrawType,this.isMoveScal=!1):"polygon"===this.preDrawType&&this.isMoveScal&&(this.isMoveScal=!1,this.drawType=this.preDrawType),this.mouseFrom.x=this.getX(t),this.mouseFrom.y=this.getY(t),this.drawingObject=null,this.moveCount=1,"polygon"!==this.drawType&&(this.doDrawing=!1),this.drawCanDia&&this.drawEnd(),this.moveCanvasInfo.isDragging=!1,this.moveCanvasInfo.selection=!0},drawEnd:function(){this.isVisiblea=!0,this.isEdit=!1,this.submitDraw("名称")},modified:function(t){this.$emit("listenModified",t.target)},objectScaleing:function(t){var e=t.target;!e.strokeWidthUnscaled&&e.strokeWidth&&(e.strokeWidthUnscaled=e.strokeWidth),e.strokeWidthUnscaled&&(e.strokeWidth=e.strokeWidthUnscaled/e.scaleX)},objectMoving:function(t){var e=t.pointer.x-this.bgImgX>0||t.pointer.y-this.bgImgY>0;e&&(this.$message.warning($t("draw.exceedingMarked")),this.canvas.skipTargetFind=!0,this.canvas.remove(t.target),this.$emit("deleteItem",t.target),this.canvas.renderAll())},objectSelected:function(t){},drawing:function(t){this.drawingObject&&this.canvas.remove(this.drawingObject);var e=null,a=this.mouseFrom.x,i=this.mouseFrom.y,s=this.mouseFrom,n=this.mouseTo;switch(this.drawType){case"rectangle":t.e.shiftKey&&(n.x-a>n.y-i?n.y=i+n.x-a:n.x=a+n.y-i);var o="M "+s.x+" "+s.y+" L "+n.x+" "+s.y+" L "+n.x+" "+n.y+" L "+s.x+" "+n.y+" L "+s.x+" "+s.y+" z";e=new fabric.Path(o,{left:a,top:i,stroke:this.color,strokeWidth:this.drawWidth,fill:this.fillColor,hasControls:!0,id:this.currentKey(),scaleX:1,scaleY:1,opacity:.4,objectCaching:!1,selectable:!1,type:"rectangular"});break;default:break}e&&(this.canvas.add(e),this.drawingObject=e,this.drawCanDia=!0)},drawPolygon:function(){this.canvasBg?(this.isDrawEdit&&(this.isDrawPolygon(),this.isDrawEdit=!1),this.drawType="polygon",this.preDrawType=this.drawType,this.polygonMode=!0,this.pointArray=new Array,this.lineArray=new Array,this.canvas.isDrawingMode=!1):(this.$message.warning($t("draw.selelctPictureClicking")),this.drawCanDia=!1)},drawEdit:function(){this.drawType=null,this.doDrawing=!1,this.polygonMode=!1,this.isDrawPolygon()},isDrawPolygon:function(t){var e=this;this.isDrawEdit=!this.isDrawEdit,this.canvas.getObjects().map((function(a){"polygon"!==a.type&&"rectangular"!==a.type||(a.set({selectable:!t&&e.isDrawEdit}),e.canvas.renderAll())})),this.canvas.skipTargetFind=!t&&!this.isDrawEdit},isCanCtrlPolygon:function(){var t=this;this.canvas.getObjects().map((function(e){"polygon"===e.type&&(e.set({hasControls:!t.isCanCtrlFlag}),t.canvas.renderAll())}));var e=this.canvas.getActiveObject();e.hasControls=!0,"polygon"===e.type&&this.changeDrawPolygon(e)},changeDrawPolygon:function(t){var e=this.canvas,a=e.getObjects().length,i=t||e.getObjects()[a-1];if(e.setActiveObject(i),i.edit=!i.edit,i.edit){var s=i.points.length-1;i.cornerStyle="circle",i.cornerColor="rgba(0,0,255,0.5)",i.controls=i.points.reduce((function(t,e,a){return t["p"+a]=new fabric.Control({positionHandler:It,actionHandler:St(a>0?a-1:s,Tt),actionName:"modifyPolygon",pointIndex:a}),t}),{})}else i.cornerStyle="rect",i.controls=fabric.Object.prototype.controls;i.hasBorders=!i.edit,e.requestRenderAll()},generatePolygon:function(){var t=this,e=new Array;this.pointArray.map((function(a,i){e.push({x:a.left,y:a.top}),t.canvas.remove(a)})),this.lineArray.map((function(e,a){t.canvas.remove(e)})),this.canvas.remove(this.activeShape).remove(this.activeLine);var a=new fabric.Polygon(e,{stroke:this.color,strokeWidth:this.drawWidth,fill:this.fillColor,cornerColor:"blue",objectCaching:!1,hasControls:!0,id:this.currentKey(),type:"polygon",selectable:!1});this.canvas.add(a),this.activeLine=null,this.activeShape=null,this.polygonMode=!1,this.doDrawing=!1,this.drawCanDia=!0},canEditPolygon:function(t){var e=new fabric.Polygon(t,{fill:this.fillColor,strokeWidth:this.drawWidth,stroke:this.color,objectCaching:!1,transparentCorners:!1,cornerColor:"blue",id:this.currentKey()});return e},currentKey:function(){var t=Math.floor(1e4*Math.random());return(new Date).getTime()+t},addPoint:function(t){var e=Math.floor(1e4*Math.random()),a=(new Date).getTime()+e,i=this.mouseFrom.x,s=this.mouseFrom.y,n=new fabric.Circle({radius:6,fill:"#ffffff",stroke:"#333333",strokeWidth:.5,left:i,top:s,selectable:!1,hasBorders:!1,hasControls:!1,originX:"center",originY:"center",id:a,objectCaching:!1});0===this.pointArray.length&&(n.set({fill:"red"}),this.canvas.skipTargetFind=!1);var o=[i,s,i,s];if(this.line=new fabric.Line(o,{strokeWidth:2,fill:"#999999",stroke:"#999999",class:"line",originX:"center",originY:"center",selectable:!1,hasBorders:!1,hasControls:!1,evented:!1,objectCaching:!1}),this.activeShape){var r=this.canvas.getPointer(t.e);o=this.activeShape.get("points");o.push({x:r.x,y:r.y});var l=new fabric.Polygon(o,{stroke:"#333333",strokeWidth:1,fill:"#cccccc",opacity:.4,selectable:!1,hasBorders:!1,hasControls:!1,evented:!1,objectCaching:!1});this.canvas.remove(this.activeShape),this.canvas.add(l),this.activeShape=l,this.canvas.renderAll()}else{var c=[{x:i,y:s}];l=new 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CleanerPipeline(*filters) + else: + cleaner = None + + def clean(self): + """ + clean data with multiprocessing and shared memory support + """ + shared_memory_manager = SharedMemoryManager() + mp_manager = mp.Manager() + shared_memory_manager.start() + shared_data, num_lines = self.read_data(shared_memory_manager) + symbol_counter = mp.Value("i", 0) + global_counter = mp.Value("i", 0) + + num_batches = len(shared_data) + cleaned_data = mp_manager.dict({k: None for k in range(num_batches)}) + + logging.info(f"read data finished, #total lines: {num_lines}") + s = time.perf_counter() + pool = mp.Pool(self.config["basic"].get("num_workers"), initializer=self.init_pool, initargs=( + symbol_counter, global_counter, cleaned_data, s)) + source_key = self.config["basic"].get("source_key") + result_key = self.config["basic"].get("result_key") + is_jsonl = self.config["basic"].get("is_jsonl") + for batch_idx, batch in enumerate(shared_data): + batch_args = (batch, + batch_idx, + num_batches, + is_jsonl, + source_key, + result_key + ) + pool.apply_async(self.clean_batch, args=batch_args, + error_callback=err_callback) + pool.close() + pool.join() + e = time.perf_counter() + logging.info( + f"|cost {e - s} seconds! | cleaned {num_batches} / {num_batches} batches......") + logging.info(f"#positive cleaned: {symbol_counter.value}") + logging.info(f"write to file {self.config['basic'].get('output')}") + self.write2file(cleaned_data, num_batches) + shared_memory_manager.shutdown() diff --git a/flagdata/cleaner/utils/__init__.py b/flagdata/cleaner/utils/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/flagdata/cleaner/utils/extractor.py b/flagdata/cleaner/utils/extractor.py new file mode 100644 index 0000000..3542223 --- /dev/null +++ b/flagdata/cleaner/utils/extractor.py @@ -0,0 +1,345 @@ +# Copyright © 2023 BAAI. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License") +from .ruleset import PageTitleRuleSet, PublishTimeRuleSet, PageContentRuleSet +from .time_formatter import return_format_datetime +from lxml.html import etree, HtmlElement, fromstring +import re +from html import unescape +import math +import copy +import unicodedata +from collections import OrderedDict + + +class BasicExtractor: + def __init__(self): + self.save_key = str() + self.need_clean = False + + @classmethod + def get_subclasses(self): + class_dict = OrderedDict() + classes = self.__subclasses__() + for subclass in classes: + class_dict[subclass.__name__] = subclass + return class_dict + + def extract(self, content, html_tree): + raise NotImplementedError + + +class TitleExtractor(BasicExtractor): + def __init__(self, save_key="pageTitle"): + super().__init__() + self.save_key = save_key + self.rules = PageTitleRuleSet() + + def extract_title_from_meta(self, html_tree): + for each_meta_xpath in self.rules.META_TITLE_XPATHS: + title_temp = html_tree.xpath(each_meta_xpath) + if title_temp: + return ''.join(title_temp[0]).strip() + return '' + + def extract_title_from_title_tag(self, html_tree): + titles = html_tree.xpath(self.rules.TITLE_TAG_XPATH) + if titles: + handled_titles = sum( + [[each_block for each_block in re.split(r'[-_|]', each_temp) if len(each_block) >= 3] + for each_temp in titles], [] + ) + try: + return sorted(handled_titles, key=len)[-1].strip() + except: + return titles[0].strip() + return '' + + def extract_title_from_other_tag(self, html_tree): + title_list = [] + for each_xpath in self.rules.SUPPLEMENT_TITLE_XPATHS: + title_temp = html_tree.xpath(each_xpath) + if title_temp: + title_list += [x for x in title_temp if len(x.strip()) > 0] + if len(title_list) > 0: + return [z for z in sorted(title_list, key=len) if '{{' not in z][-1].strip() + return '' + + def extract(self, content, html_tree): + page_title = "" + meta_title = self.extract_title_from_meta(html_tree) + if meta_title: + page_title = unescape(meta_title) + else: + tag_title = self.extract_title_from_title_tag(html_tree) + if tag_title: + page_title = unescape(tag_title) + else: + other_xpath_title = self.extract_title_from_other_tag( + html_tree) + if other_xpath_title: + page_title = unescape(other_xpath_title) + extracted_data = {self.save_key: page_title} + return extracted_data + + +class TimeExtractor(BasicExtractor): + def __init__(self, save_key="pagePublishTime"): + super().__init__() + self.save_key = save_key + self.rules = PublishTimeRuleSet() + + @staticmethod + def get_valid_length_time(publish_time_list): + if len(publish_time_list) > 0: + length_valid_publish_time = [ + y for y in publish_time_list if len(y) >= 9] + publish_time = length_valid_publish_time[0] \ + if length_valid_publish_time else publish_time_list[0] + else: + publish_time = "" + return publish_time + + def extract_time_from_meta(self, html_tree): + for each_meta_xpath in self.rules.META_TIME_XPATHS: + publish_time_temp = html_tree.xpath(each_meta_xpath) + if publish_time_temp: + return ''.join(publish_time_temp).strip() + return '' + + def extract_time_from_other_tag(self, html_tree): + publish_time_list = [] + for each_xpath in self.rules.SUPPLEMENT_TIME_XPATHS: + publish_time_temp = ''.join(html_tree.xpath(each_xpath)).strip() + if publish_time_temp: + publish_time_list += [re.findall(x, publish_time_temp)[0] for x in self.rules.REGEX_TIME + if re.findall(x, publish_time_temp)] + return self.get_valid_length_time(publish_time_list) + + def extract_time_from_html(self, content): + publish_time_list = [] + for each_time_regex in self.rules.REGEX_TIME: + publish_time_temp = re.findall(each_time_regex, content) + if publish_time_temp: + publish_time_list += publish_time_temp + return self.get_valid_length_time(publish_time_list) + + def extract(self, content, html_tree): + publish_time = "" + meta_date = self.extract_time_from_meta(html_tree) + if meta_date: + publish_time = return_format_datetime(meta_date) + else: + tag_date = self.extract_time_from_other_tag(html_tree) + if tag_date: + publish_time = return_format_datetime(tag_date) + else: + html_date = self.extract_time_from_html(content) + if html_date: + publish_time = return_format_datetime(html_date) + extracted_data = {self.save_key: publish_time} + return extracted_data + + +class ContentExtractor(BasicExtractor): + def __init__(self, save_key="pageContent"): + super().__init__() + self.save_key = save_key + self.need_clean = True # to indicate page content for cleaning + self.rules = PageContentRuleSet() + + @staticmethod + def remove_space(article): + return re.sub(' {3,}', '', article).strip() + + @staticmethod + def remove_line_feed(article): + return re.sub(r'(\n\s*)+\n+', '\n', article).strip() + + @staticmethod + def remove_html_tag(article): + regex_html = re.sub(r'\{\{.*?\}\}', '', re.sub( + r'<(\S*?)[^>]*>.*?|<.*?/>', '', article, 2000, flags=re.I).strip()).strip() + return regex_html + + def tag_node_iter(self, element): + yield element + for sub_element in element: + if isinstance(sub_element, HtmlElement): + yield from self.tag_node_iter(sub_element) + + @staticmethod + def judge_tag_empty(tag): + return not tag.getchildren() and not tag.text + + @staticmethod + def delete_tag(tag): + parent = tag.getparent() + if parent is not None: + parent.remove(tag) + + @staticmethod + def drop_tag(tag): + parent = tag.getparent() + if parent is not None: + tag.drop_tag() + + def tag_normalize(self, element): + etree.strip_elements(element, self.rules.USELESS_TAG) + for node in self.tag_node_iter(element): + if node.tag.lower() in self.rules.TAGS_CAN_BE_REMOVE_IF_EMPTY and self.judge_tag_empty(node): + self.delete_tag(node) + if node.tag.lower() == 'p': + etree.strip_tags(node, 'span') + etree.strip_tags(node, 'strong') + if node.tag.lower() == 'div' and not node.getchildren(): + node.tag = 'p' + if node.tag.lower() == 'span' and not node.getchildren(): + node.tag = 'p' + if node.tag.lower() == 'p' and not node.xpath('.//img'): + if not (node.text and node.text.strip()): + self.drop_tag(node) + class_name = node.get('class') + if class_name: + judge_list = [ + each_attr for each_attr in self.rules.USELESS_ATTR_KEYWORD if each_attr in class_name] + if len(judge_list) > 0: + self.delete_tag(node) + break + return element + + def delete_useless_node_block(self, element): + for noise_xpath in self.rules.USELESS_BLOCK_XPATH: + nodes = element.xpath(noise_xpath) + for node in nodes: + self.delete_tag(node) + return element + + def increase_tag_weight(self, ti, element): + tag_class = element.get('class', '') + regex_high_weight_keyword = re.compile( + '|'.join(self.rules.CONTENT_ARRT_KEYWORD), flags=re.I) + if regex_high_weight_keyword.search(tag_class): + return 2 * ti + return ti + + def get_all_text_of_element(self, element_list, element_text_cache_dict): + if not isinstance(element_list, list): + element_list = [element_list] + text_list = [] + for element in element_list: + element_flag = element.getroottree().getpath(element) + if element_flag in element_text_cache_dict: + text_list = element_text_cache_dict[element_flag] + else: + element_text_list = [] + for text in element.xpath('.//text()'): + text = text.strip() + if not text: + continue + clear_text = re.sub(' +', ' ', text, flags=re.S) + if text not in self.rules.DELETE_SENTENCE: + if '{{' not in text: + element_text_list.append( + clear_text.replace('\n', '')) + element_text_cache_dict[element_flag] = element_text_list + text_list.extend(element_text_list) + return text_list + + def calc_text_density(self, element, element_text_cache_dict): + ti_text = '\n'.join(self.get_all_text_of_element( + element, element_text_cache_dict)) + ti = len(ti_text) + ti = self.increase_tag_weight(ti, element) + lti = len(''.join(self.get_all_text_of_element( + element.xpath('.//a'), element_text_cache_dict))) + tgi = len(element.xpath('.//*')) + ltgi = len(element.xpath('.//a')) + if (tgi - ltgi) == 0: + return {'density': 0, 'ti_text': ti_text, 'ti': ti, 'lti': lti, 'tgi': tgi, 'ltgi': ltgi} + density = (ti - lti) / (tgi - ltgi) + return {'density': density, 'ti_text': ti_text, 'ti': ti, 'lti': lti, 'tgi': tgi, 'ltgi': ltgi} + + def calc_sbdi(self, text, ti, lti): + sbi = 0 + for char in text: + if char in self.rules.BASE_PUNCTUATION: + sbi += 1 + sbdi = (ti - lti) / (sbi + 1) + return sbdi or 1 + + def original_parse(self, content, html_tree): + all_p_content = html_tree.xpath( + '//*[contains(@id, "_content") or contains(@class, "content") or contains(@class, "Content")]/p//text()') + if all_p_content: + eatract_result = self.remove_line_feed(''.join(all_p_content)) + else: + block_content = html_tree.xpath( + '//*[contains(@id, "_content") or contains(@class, "content") or contains(@class, "Content")]//text()') + if block_content: + eatract_result = self.remove_line_feed(''.join(block_content)) + else: + eatract_result = self.remove_space( + self.remove_line_feed(self.remove_html_tag(content))) + return eatract_result + + def extract(self, content, html_tree): + page_content = "" + node_info_dict = {} + element_text_cache_dict = {} + if 'isBaiJiaHao' in content: + page_content = unescape(''.join(html_tree.xpath( + 'string(//*[@id="ssr-content"])'))).replace('百度首页登录', '') + page_content = re.sub( + '举报/反馈设为首页© Baidu 使用百度前必读 意见反馈 京ICP证\d+号 京公网安备\d+号', '', page_content).strip() + else: + try: + # use deepcopy to keep integrity of original tree + tmp_html_tree = copy.deepcopy(html_tree) + pre_element_nodes = self.tag_normalize(tmp_html_tree) + delete_noise_node = self.delete_useless_node_block( + pre_element_nodes) + page_body = delete_noise_node.xpath('//body')[0] + for node in self.tag_node_iter(page_body): + node_hash = hash(node) + density_info = self.calc_text_density( + node, element_text_cache_dict) + text_density = density_info['density'] + ti_text = density_info['ti_text'] + text_tag_count = len(node.xpath('.//p')) + sbdi = self.calc_sbdi( + ti_text, density_info['ti'], density_info['lti']) + node_info = {'ti': density_info['ti'], 'lti': density_info['lti'], 'tgi': density_info['tgi'], 'ltgi': density_info['ltgi'], + 'node': node, 'density': text_density, 'text': ti_text, 'text_tag_count': text_tag_count, 'sbdi': sbdi} + node_info_dict[node_hash] = node_info + for node_hash, node_info in node_info_dict.items(): + score = node_info['density'] * math.log10( + node_info['text_tag_count'] + 2) * math.log(node_info['sbdi']) + node_info_dict[node_hash]['score'] = score + page_content = unescape(sorted(node_info_dict.items( + ), key=lambda x: x[1]['score'], reverse=True)[0][1]['text'].strip()) + except: + page_content = self.original_parse(content, html_tree) + if len(page_content) < 1: + page_content = self.original_parse(content, html_tree) + extracted_data = {self.save_key: page_content} + return extracted_data + + +class ExtractorPipeline: + def __init__(self, *args): + self.extractors = args + + def extract(self, content): + # do basic normalization + content = unicodedata.normalize('NFC', content) + content = re.sub('', '', content) + html_tree = fromstring(content) + gathered_extracted = dict() + extracted_content = "" + for extractor in self.extractors: + extracted = extractor.extract(content, html_tree) + if extractor.need_clean is True: + extracted_content = extracted.get(extractor.save_key) + gathered_extracted.update(extracted) + return gathered_extracted, extracted_content diff --git a/flagdata/cleaner/utils/filter.py b/flagdata/cleaner/utils/filter.py new file mode 100644 index 0000000..bfa023a --- /dev/null +++ b/flagdata/cleaner/utils/filter.py @@ -0,0 +1,267 @@ +# Copyright © 2023 BAAI. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License") +from collections import OrderedDict +import re +import unicodedata +import json +import html +from urlextract import URLExtract +import string +from .ruleset import URLRuleSet, UserPrivacyRuleSet, TextIntegrityRuleSet +import opencc +import pathlib + + +class BasicCleaner: + @classmethod + def get_subclasses(self): + class_dict = OrderedDict() + classes = self.__subclasses__() + for subclass in classes: + class_dict[subclass.__name__] = subclass + return class_dict + + def clean_article(self, article): + raise NotImplementedError + + +class CleanerPipeline: + def __init__(self, *args): + self.cleaners = args + + def clean(self, article): + for cleaner in self.cleaners: + article = cleaner.clean_article(article) + return article + + +class SimplifiedFilter(BasicCleaner): + def __init__(self, config_file: str): + try: + self.converter = opencc.OpenCC(config_file) + except: + self.converter = opencc.OpenCC(config_file.replace(".json", "")) + + def clean_article(self, article): + return self.converter.convert(article) + + +class SymbolFilter(BasicCleaner): + """ + remove emojis and meaningless chars + """ + + def __init__(self, emoji_path=None, filter_emoji=True, filter_control=True): + try: + assert filter_emoji or filter_control + except: + raise AssertionError("At least one filter need to be specified!") + if filter_emoji: + self.symbol_regex_exp = self._build_regex() + self.emoji_set = self._build_emoji_set(emoji_path) + self.do_filter_emoji = filter_emoji + self.do_filter_control = filter_control + + def _build_regex(self): + regex_msg = re.compile( + '[\U0001F600-\U0001F92F\U0001F300-\U0001F5FF\U0001F680-\U0001F6FF\U0001F190-\U0001F1FF\U00002702-\U000027B0\U0001F926-\U0001FA9F\u200d\u2640-\u2642\u2600-\u2B55\u23cf\u23e9\u231a\ufe0f\u23ee\U0000200D' + ']+') + return regex_msg + + def _build_emoji_set(self, path): + if path is None: + path = pathlib.Path(__file__).parent.parent / "resource" / "emojis.json" + with open(path, "r", encoding="utf8") as fr: + data = json.load(fr) + emojis = [eval(repr(emoji_code).replace("\\\\", "\\")) + for emoji_code in data.keys()] + emojis = [emoji_code for emoji_code in emojis if len(emoji_code) == 1] + return set(emojis) + + def _is_control(self, char): + """Checks whether `chars` is a control character.""" + # skip the following control chars + if char == "\t" or char == "\n" or char == "\r": + return False + cat = unicodedata.category(char) + if cat.startswith("C"): + return True + return False + + def remove_emoji(self, article: str): + ''' + filter emojis + ''' + cleaned_text = self.symbol_regex_exp.sub(u'', article) + cleaned_chars = [ + char for char in cleaned_text if char not in self.emoji_set] + return cleaned_chars + + def remove_control(self, char_list: list): + """ + remove control chars + """ + for idx, char in enumerate(char_list): + if self._is_control(char): + char_list[idx] = "" + return char_list + + def clean_article(self, article: str): + if not self.do_filter_control: + cleaned_article = self.remove_emoji(article) + elif not self.do_filter_emoji: + article = list(article) + cleaned_article = self.remove_control(article) + else: + cleaned_article = self.remove_control(self.remove_emoji(article)) + return "".join(cleaned_article).strip() + + +class TextCleaner(BasicCleaner): + def __init__(self, filter_personal=True, filter_url=True, filter_extraspace=True): + self.url_regex_set = URLRuleSet() + self.privacy_regex_set = UserPrivacyRuleSet() + if filter_url: + self.url_extractor = URLExtract() + + self.clean_pipeline = self.build_pipeline( + filter_personal, filter_url, filter_extraspace) + assert sum(self.clean_pipeline.values()) >= 1 + + def build_pipeline(self, filter_private, filter_url, filter_extraspace): + check_pipeline = OrderedDict() + pipeline = [self.remove_personal_msg, + self.remove_link, self.remove_extraspace] + status = [filter_private, filter_url, filter_extraspace] + for k, v in zip(pipeline, status): + check_pipeline[k] = v + return check_pipeline + + def _contain_url(self, article): + url_hits_num = [ + True for hit in self.url_regex_set.URL_HITS if hit in article] + if len(url_hits_num) > 0: + return True + else: + return False + + def remove_personal_msg(self, article): + ''' + remove private info: wechat, qq, email, phone number, ID card number, etc. + ''' + cleaned_article = html.unescape(article) + for regex_exp in self.privacy_regex_set.REGEX_PIPELINE: + cleaned_article = re.sub(regex_exp, "", cleaned_article, 500) + return cleaned_article + + def remove_link(self, article): + ''' + remove urls and img links + ''' + if not self._contain_url(article): + return article + article = html.unescape(article) + urls = [re.escape(url) + for url in self.url_extractor.find_urls(article)] + patternsRegex = '(' + '|'.join(urls) + ')' + article = re.sub(patternsRegex, '', article).strip() + urls = re.findall(self.url_regex_set.URL_REGEX, article) + all_regex_urls_temp = [y for y in list(set(sum([re.split(r'http:|https:|ftp:|HTTP:|HTTPS:|FTP:', ''.join( + x for x in url if x in string.printable)) for url in urls], []))) if len(y) > 1] + all_regex_urls = list(map(lambda x: 'http:' + x, all_regex_urls_temp)) + list(map(lambda x: 'https:' + x, all_regex_urls_temp)) + list(map(lambda x: 'ftp:' + x, all_regex_urls_temp)) + \ + list(map(lambda x: 'HTTP:' + x, all_regex_urls_temp)) + list(map(lambda x: 'HTTPS:' + x, all_regex_urls_temp)) + list(map(lambda x: 'FTP:' + x, all_regex_urls_temp)) + patterns_regex = '|'.join(all_regex_urls).replace(',', '').replace(':', '\:').replace('?', '\?').replace( + '=', '\=').replace('&', '\&').replace('.', '\.').replace('#', '\#').replace('/', '\/') + cleaned_article = re.sub( + re.escape(patterns_regex), '', article, 1000, flags=re.I).strip() + if 'http' in cleaned_article: + urls_further = re.findall( + self.url_regex_set.URL_REGEX_FURTHER, cleaned_article) + all_regex_urls_temp_further = [y for y in list(set(sum([re.split(r'http:|https:|ftp:|HTTP:|HTTPS:|FTP:', ''.join( + x for x in url if x in string.printable)) for url in urls_further], []))) if len(y) > 1] + all_regex_urls_further = list(map(lambda x: 'http:' + x, all_regex_urls_temp_further)) + list(map(lambda x: 'https:' + x, all_regex_urls_temp_further)) + list(map(lambda x: 'ftp:' + x, all_regex_urls_temp_further)) + list( + map(lambda x: 'HTTP:' + x, all_regex_urls_temp_further)) + list(map(lambda x: 'HTTPS:' + x, all_regex_urls_temp_further)) + list(map(lambda x: 'FTP:' + x, all_regex_urls_temp_further)) + patterns_regex_further = '|'.join(all_regex_urls_further).replace(',', '').replace(':', '\:').replace( + '?', '\?').replace('=', '\=').replace('&', '\&').replace('.', '\.').replace('#', '\#').replace('/', '\/') + cleaned_article = re.sub( + patterns_regex_further, '', cleaned_article, 1000, flags=re.I).strip() + return cleaned_article + + def remove_extraspace(self, article): + article = re.sub("[\t\u3000\s]+", " ", article) + article = re.sub("[\r\n]+", "\n", article).strip() + return article + + def clean_article(self, article): + for clean_func, enabled in self.clean_pipeline.items(): + if enabled: + article = clean_func(article) + return article + + +class TextIntegrityChecker(BasicCleaner): + def __init__(self, min_length=16, length_check=True, do_end_clip=True, end_mark_check=True, double_mark_check=True): + self.rules = TextIntegrityRuleSet() + self.min_length = min_length + self.check_pipeline = self.build_pipeline( + length_check, do_end_clip, end_mark_check, double_mark_check) + assert sum(self.check_pipeline.values()) >= 1 + + def build_pipeline(self, length_check, do_end_clip, end_mark_check, double_mark_check): + check_pipeline = OrderedDict() + if do_end_clip: + pipeline = [self._length_check, self._end_clip, + self._length_check] + status = [length_check, True, True] + else: + pipeline = [self._length_check, + self._contain_end_mark, self._contain_double_mark] + status = [length_check, end_mark_check, double_mark_check] + + for k, v in zip(pipeline, status): + check_pipeline[k] = v + return check_pipeline + + def _end_clip(self, article): + clip_ret = re.search(self.rules.ALL_LANGUAGE_END_CLIP_REGEX, article) + if clip_ret: + return clip_ret.group() + else: + return "" + + def _contain_end_mark(self, article): + ''' + make sure at least one sentence exists in this article, otherwise drop it + ''' + new_article = [ + x for x in self.rules.ALL_LANGUAGE_END_PUNCTION if x in article] + if len(new_article) >= 1: + return article + else: + return "" + + def _contain_double_mark(self, article): + ''' + double-mark validation + ''' + new_article = [x for x in self.rules.ALL_LANGUAGE_WHOLE_SENTENCE_MARK if ( + (x[0] in article) and (x[1] in article))] + if len(new_article) >= 1: + return article + else: + return "" + + def _length_check(self, article): + num_chars = len(re.findall("\S", article)) + if num_chars >= self.min_length: + return article + else: + return "" + + def clean_article(self, article): + for check_func, enabled in self.check_pipeline.items(): + if enabled: + article = check_func(article) + if not article: + break + return article.strip() diff --git a/flagdata/cleaner/utils/initializer.py b/flagdata/cleaner/utils/initializer.py new file mode 100644 index 0000000..2a15037 --- /dev/null +++ b/flagdata/cleaner/utils/initializer.py @@ -0,0 +1,42 @@ +# Copyright © 2023 BAAI. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License") +from .filter import BasicCleaner +from .extractor import BasicExtractor + + +class ProcessorInitializer: + def __init__(self, config, processor_type="filters"): + self.config = config + self.processor_type = processor_type + processor_config = self.config.get(processor_type) + if processor_config: + self.processors = self._get_processor_class( + processor_config.keys()) + else: + self.processors = [] + self.num_processors = len(self.processors) + + def _get_processor_class(self, processor_names): + if self.processor_type == "filters": + processor_class_dict = BasicCleaner.get_subclasses() + elif self.processor_type == "extractors": + processor_class_dict = BasicExtractor.get_subclasses() + processors = [(name, processor_class_dict[name]) + for name in processor_names] + return processors + + def __iter__(self): + self.processors = iter(self.processors) + self.current_processor_id = 0 + return self + + def __next__(self): + if self.current_processor_id < self.num_processors: + self.current_processor_id += 1 + name, processor = next(self.processors) + processor_config = self.config[self.processor_type][name] + processor = processor(**processor_config) + return processor + else: + raise StopIteration diff --git a/flagdata/cleaner/utils/loggings.py b/flagdata/cleaner/utils/loggings.py new file mode 100644 index 0000000..07e1845 --- /dev/null +++ b/flagdata/cleaner/utils/loggings.py @@ -0,0 +1,28 @@ +# Copyright © 2023 BAAI. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License") +import time +import logging + + +def count_global(global_counter, s, num_batches): + global_counter.value += 1 + if global_counter.value % 10 == 0: + e = time.perf_counter() + print("\n", "*" * 20) + print( + f"|cost {e - s} seconds! | cleaned {global_counter.value} / {num_batches} batches......") + print("*" * 20, "\n") + + +def count_positive(symbol_counter, line, cleaned_line): + symbol_counter.value += 1 + if symbol_counter.value % 5000 == 0: + print("ORIGINAL|", line, "|") + print(">CLEANED|", cleaned_line, "|") + print("Length: ", f"{len(line)} (original)", + f"{len(cleaned_line)} (cleaned)") + + +def err_callback(e): + logging.warning(f"MP ERROR: {e}") diff --git a/flagdata/cleaner/utils/ruleset.py b/flagdata/cleaner/utils/ruleset.py new file mode 100644 index 0000000..1a9c159 --- /dev/null +++ b/flagdata/cleaner/utils/ruleset.py @@ -0,0 +1,201 @@ +# Copyright © 2023 BAAI. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License") +import re +from dataclasses import dataclass +from collections import OrderedDict + + +@dataclass +class URLRuleSet: + URL_HITS = ['http', 'HTTP', 'https', 'HTTPS', 'src', 'SRC', 'ftp', 'FTP', 'ww', 'WW', 'www', + 'WWW', 'href', ':', '//', '\/\/', '.com', '.cn', '.ar', '.org', '.uk', '.ac', '.edu', '.net', '.php'] + URL_REGEX = r"""((?:(?:https|ftp|http|HTTPS|FTP|HTTP)?:(?:/{1,3}|[a-z0-9%])|[a-z0-9.\-]+[.](?:com|org|uk)/)(?:[^\s()<>{}\[\]]+|\([^\s()]*?\([^\s()]+\)[^\s()]*?\)|\([^\s]+?\))+(?:\([^\s()]*?\([^\s()]+\)[^\s()]*?\)|\([^\s]+?\)|[^\s`!()\[\]{};:'".,<>?«»“”‘’])|(?:(?= 10: + public_time = return_stand(str(date_strs)[:10]) + else: + public_time = '' + else: + if ('M' in date_strs) and ('/' in date_strs): + if ',' in date_strs: + try: + sp_strs_list = date_strs.split(',')[0].split('/') + if len(sp_strs_list[-1]) > 2: + public_time = return_format_datetime( + sp_strs_list[-1] + '-' + sp_strs_list[0] + '-' + sp_strs_list[1] + ' ' + date_strs.split(',')[1].replace('PM', '').replace('AM', '')) + else: + public_time = date_strs + except: + public_time = date_strs + else: + try: + sp_strs_list = date_strs.split(' ')[0].split('/') + if len(sp_strs_list[-1]) > 2: + public_time = return_format_datetime( + sp_strs_list[-1] + '-' + sp_strs_list[0] + '-' + sp_strs_list[1] + ' ' + date_strs.split(' ')[1].replace('PM', '').replace('AM', '')) + else: + public_time = date_strs + except: + public_time = date_strs + else: + if 'T' in date_strs: + try: + public_time = return_format_datetime( + date_strs.replace('T', ' ').split('+')[0].strip()) + except: + public_time = '' + else: + try: + mid_str = date_strs.replace('-', '').strip() + if '日' in mid_str: + deal_str = mid_str.replace( + '年', '-').replace('月', '-').replace('日', ' ').replace('  ', ' ').strip() + if len(deal_str) <= 8: + now_year = str(datetime.datetime.now().year) + public_time = return_stand( + return_stamp(str(now_year[:2]) + deal_str)) + else: + public_time = return_stand(return_stamp(deal_str)) + else: + if '刚刚' in mid_str: + public_time = now_datetime() + else: + try: + temp_strs = re.findall(r'\d+', mid_str)[0] + except: + temp_strs = '' + if '天前' in mid_str: + all_stamp = int(temp_strs) * 86399 + public_time = return_stand( + (return_now_stamp() - all_stamp)) + elif '昨天' in mid_str: + all_stamp = 86399 + public_time = return_format_datetime(return_stand( + (return_now_stamp() - all_stamp)).split(' ')[0] + ' ' + date_strs.split('昨天')[1].strip()) + if public_time == '': + public_time = return_format_datetime( + int(return_stand(return_now_stamp()) - all_stamp)) + elif '前天' in mid_str: + all_stamp = 2 * 86399 + public_time = return_format_datetime(return_stand( + (return_now_stamp() - all_stamp)).split(' ')[0] + ' ' + date_strs.split('前天')[1].strip()) + if public_time == '': + public_time = return_format_datetime( + int(return_stand(return_now_stamp()) - all_stamp)) + elif '分钟前' in mid_str: + public_time = return_stand( + (return_now_stamp() - int(temp_strs) * 60)) + elif '小时前' in mid_str: + public_time = return_stand( + (return_now_stamp() - int(temp_strs) * 3600)) + else: + if '-' in date_strs: + if len(date_strs) >= 4 and len(date_strs) <= 5: + sp_temp = date_strs.split('-') + str_one = str(sp_temp[0]) + str_two = str(sp_temp[1]) + if len(str_one) == 1: + str_one = '0' + str_one + if len(str_two) == 1: + str_two = '0' + str_two + public_time = year_now() + '-' + str_one + '-' + str_two + ' ' + '00:00:00' + else: + try: + public_time = return_stand( + return_stamp(date_strs)) + except: + public_time = date_strs + else: + if len(date_strs) == 4: + public_time = date_strs + '-' + month_now() + '-' + day_now() + ' ' + '00:00:00' + else: + if '.' in date_strs: + public_time = return_format_datetime( + date_strs.replace('.', '-')) + else: + if len(date_strs) <= 10: + public_time = return_stand( + return_stamp(date_strs)) + else: + try: + public_time = return_stand( + return_stamp(date_strs)) + except: + public_time = date_strs + except: + public_time = '' + if 10 <= len(public_time) <= 14: + try: + public_time_ok = return_format_datetime(year_now()[:2] + public_time) + except: + public_time_ok = public_time + else: + public_time_ok = public_time + if ('>' in public_time_ok) or ('<' in public_time_ok): + return '' + else: + if len(date_strs) == 14: + try: + public_time_ok_split = public_time_ok.split('-') + if int(public_time_ok_split[0]) > int(year_now()): + need_check_times = (year_now()[:2] + public_time_ok_split[2].split(' ')[ + 0] + '-' + public_time_ok_split[1] + '-' + public_time_ok_split[0][2:] + ' ' + public_time_ok_split[2].split(' ')[1]) + else: + need_check_times = public_time_ok.replace('Z', '').strip() + except: + need_check_times = public_time_ok.replace('Z', '').strip() + else: + need_check_times = public_time_ok.replace('Z', '').strip() + if need_check_times == '': + try: + need_check_times_ok = return_stand(date_strs) + except: + need_check_times_ok = '' + else: + if len(re.findall('-', need_check_times)) > 2: + if need_check_times.endswith('--'): + need_check_times_ok = need_check_times.replace( + '--', '').strip() + else: + try: + need_check_times_ok = need_check_times.replace( + ('-' + need_check_times.split('-')[-1]), '').strip() + except: + need_check_times_ok = '' + else: + need_check_times_ok = need_check_times + if len(re.findall('-', need_check_times_ok)) > 2 or len(re.findall('/', need_check_times_ok)) > 1: + return '' + else: + if 19 <= len(need_check_times_ok) <= 31: + return need_check_times_ok + else: + return '' diff --git a/flagdata/condensation/data_distillation.py b/flagdata/condensation/data_distillation.py new file mode 100644 index 0000000..149c298 --- /dev/null +++ b/flagdata/condensation/data_distillation.py @@ -0,0 +1,76 @@ +# Copyright © 2023 BAAI. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License") +import os +import torch +from loguru import logger +from transformers import DistilBertTokenizer +from torch.utils.data import DataLoader +from .utils.model import DistilBertModel, BertClassifier +from .utils.data import SeqCLSDataset +from .utils.datadistill import DistilledData +from .utils.common_utils import read_config, set_random_seed +from datetime import datetime +import tempfile + + +class DataDistillationTrainer(object): + def __init__(self, config_path): + self.config = read_config(config_path) + self.model_cache_dir = tempfile.TemporaryDirectory() + timestamp = datetime.now().strftime("%d-%m-%Y-%H-%M-%S") + logger.add(f'log/log_{timestamp}.log') + self.data_loader = {} + set_random_seed(self.config["basic"]["seed"]) + self.model, self.tokenizer, self.init_model_path = self.setup_model_and_tokenizer() + self.distilled_load_path = self.config["distill"]["distilled_load_path"] + self.distilled_save_path = self.config["distill"]["distilled_save_path"] + self.best_loss = float("inf") + + def setup_model_and_tokenizer(self): + distilbert_model = DistilBertModel.from_pretrained( + self.config["model"]["model_name"]) + tokenizer = DistilBertTokenizer.from_pretrained( + self.config["model"]["model_name"]) + model = BertClassifier(bert_model=distilbert_model, + num_classes=self.config["data"]["num_classes"], + drop_p=self.config["basic"]["drop_p"]).to(self.config["basic"]["device"]) + init_model_path = os.path.join( + self.model_cache_dir.name, "model_init_states.pt") + torch.save(model.state_dict(), init_model_path) + return model, tokenizer, init_model_path + + def load_data(self, dataset_class=SeqCLSDataset): + for type in ['train', 'test']: + data_path = self.config["data"][f"{type}_data_path"] + dataset = dataset_class( + data_path, self.tokenizer, self.config["data"]["max_seq_len"]) + batch_size = self.config["data"][f"{type}_batch_size"] + if type == "train": + shuffle = True + else: + shuffle = False + self.data_loader[type] = DataLoader( + dataset, batch_size=batch_size, shuffle=shuffle, num_workers=4) + + def fit(self): + distilled_data = DistilledData( + config=self.config, + model=self.model, + train_loader=self.data_loader['train'], + initial_model_path=self.init_model_path + ) + if self.distilled_load_path is not None and os.path.exists(self.distilled_load_path): + distilled_data.load_distilled_data(self.distilled_load_path) + for epoch in range(self.config["distill"]["n_distill_epochs"]): + logger.info(f"Epoch[{epoch+1}]: Train distilled data " + "-" * 70) + distilled_data.train_distilled_data(epoch) + logger.info(f"Epoch[{epoch+1}]: Test distilled data" + "-" * 70) + test_loss, test_acc = distilled_data.test_distilled_data( + self.data_loader['test']) + if test_loss < self.best_loss: + self.best_loss = test_loss + distilled_data.save_distilled_data(self.distilled_save_path) + + def __del__(self): + self.model_cache_dir.cleanup() diff --git a/flagdata/condensation/utils/common_utils.py b/flagdata/condensation/utils/common_utils.py new file mode 100644 index 0000000..8c5cd68 --- /dev/null +++ b/flagdata/condensation/utils/common_utils.py @@ -0,0 +1,34 @@ +# Copyright © 2023 BAAI. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License") +import random +import torch +import numpy as np +import pathlib +import yaml + + +def make_dir(d): + pathlib.Path(d).mkdir(parents=True, exist_ok=True) + + +def set_random_seed(seed): + random.seed(seed) + np.random.seed(seed) + torch.manual_seed(seed) + torch.cuda.manual_seed(seed) + torch.cuda.manual_seed_all(seed) + torch.backends.cudnn.deterministic = True + torch.cuda.empty_cache() + + +def read_config(config_path): + with open(config_path, "r", encoding="utf8") as fr: + config = yaml.safe_load(fr) + device_id = config["basic"]["cuda_device_id"] + if device_id != -1: + config["basic"]["device"] = torch.device(f"cuda:{device_id}") + else: + config["basic"]["device"] = torch.device("cpu") + config["basic"]["dtype"] = torch.bfloat16 if config["basic"]["fp16"] else torch.float16 + return config diff --git a/flagdata/condensation/utils/data.py b/flagdata/condensation/utils/data.py new file mode 100644 index 0000000..b172e2b --- /dev/null +++ b/flagdata/condensation/utils/data.py @@ -0,0 +1,45 @@ +# Copyright © 2023 BAAI. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License") +import json +import torch +from torch.utils.data import Dataset +import pandas as pd + + +class SeqCLSDataset(Dataset): + def __init__(self, data_path, tokenizer, max_length): + self.tokenizer = tokenizer + self.data = self.read_data(data_path) + self.sentence1 = self.data['text'].values + self.targets = self.data['label'].values + self.max_length = max_length + + def read_data(self, path): + data, label = [], [] + with open(path, "r", encoding="utf8") as f: + for line in f.readlines(): + line = json.loads(line) + data.append(line['text']) + label.append(line['label'] - 1) + return pd.DataFrame(data={'text': data, 'label': label}) + + def __len__(self): + return len(self.sentence1) + + def __getitem__(self, index): + sent1 = str(self.sentence1[index]) + + inputs = self.tokenizer.encode_plus( + sent1, + add_special_tokens=True, + max_length=self.max_length, + padding="max_length", + return_token_type_ids=True, + return_tensors="pt", truncation=True + ) + + input_ids = inputs["input_ids"] + attention_mask = inputs["attention_mask"] + + return input_ids.squeeze(), attention_mask.squeeze(), torch.tensor(self.targets[index]) diff --git a/flagdata/condensation/utils/datadistill.py b/flagdata/condensation/utils/datadistill.py new file mode 100644 index 0000000..3173c36 --- /dev/null +++ b/flagdata/condensation/utils/datadistill.py @@ -0,0 +1,245 @@ +# Copyright © 2023 BAAI. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License") +import torch +import time +from loguru import logger +from .evaluate import evaluate +from tqdm import tqdm +from torch.optim import SGD, Adam +from transformers import get_linear_schedule_with_warmup +from torch.cuda import amp +from collections import OrderedDict + + +class DistilledData: + def __init__(self, config, model, train_loader, initial_model_path): + self.num_classes = config["data"]["num_classes"] + self.data_size = config["distill"]["data_size"] + self.device = config["basic"]["device"] + self.use_amp = config["basic"]["use_amp"] + self.dtype = config["basic"]["dtype"] + self.random_init = config["distill"]["random_init"] + self.n_inner_steps = config["distill"]["n_inner_steps"] + self.accum_loss = config["distill"]["accum_loss"] + self.distill_max_grad_norm = config["distill"]["distill_max_grad_norm"] + self.logging_steps = config["basic"]["logging_steps"] + self.initial_model_path = initial_model_path + self.model = model + self.inputs_embeds = torch.randn( + self.num_classes * self.data_size, + *(model.bert_config.max_position_embeddings, model.bert_config.dim,) + ) + label_classes = torch.tensor( + [[c] * self.data_size for c in range(self.num_classes)] + ).view(-1) + self._labels = torch.eye(self.num_classes)[label_classes] + self.model_lr, self.step_lr_gamma = None, None + if self.model_lr is None: + self.model_lr = torch.tensor(config["distill"]["distill_model_lr"]) + if self.step_lr_gamma is None: + self.step_lr_gamma = torch.tensor( + config["distill"]["distill_step_lr_gamma"]) + + # set on device + self.inputs_embeds = self.inputs_embeds.to(self.device) + self._labels = self._labels.to(self.device) + + self.model_lr = self.model_lr.to(self.device) + self.step_lr_gamma = self.step_lr_gamma.to(self.device) + + # train data loader + self.train_loader = train_loader + # number of traning steps + num_tot_train_steps = len(train_loader) * \ + config["distill"]["n_distill_epochs"] + # set optimizer of distilled data + self.optimize_param_list = [self.inputs_embeds] + + if config["distill"]["optimize_lr"]: + self.optimize_param_list += [self.model_lr, self.step_lr_gamma] + for param in self.optimize_param_list: + param.requires_grad = True + self.d_optimizer = Adam(self.optimize_param_list, + lr=config["distill"]["distill_lr"]) + # scheduler (linear decay with linear warmup) + self.d_scheduler = get_linear_schedule_with_warmup( + self.d_optimizer, + int(num_tot_train_steps * config["distill"]["distill_warmup_ratio"]), + num_tot_train_steps, + ) + # gradient scaler for mixed precision + self.scaler = amp.GradScaler(enabled=self.use_amp) + # initial model parameters + self.initial_state_dict = torch.load(self.initial_model_path) + + def train_distilled_data(self, epoch): + # init model with original params each epoch + self.model.load_state_dict(self.initial_state_dict) + # training loop + cur_num, cur_before_loss, cur_after_loss = 0, 0, 0 + cur_before_correct, cur_after_correct = 0, 0 + with tqdm(self.train_loader, ncols=140, desc=f"Epoch[{epoch+1}]") as pbar: + for outer_step, (input_ids, attention_mask, labels) in enumerate(pbar): + # initialize model parameters + if self.random_init: + self.model.reset_additional_parameters() + # model parameters + weights = OrderedDict(self.model.named_parameters()) + + batch_size = len(input_ids) + cur_num += batch_size + + # acc & loss of initial parameters (before updating with distilled data) + with torch.no_grad(): + with amp.autocast(dtype=self.dtype, enabled=self.use_amp): + before_losses, before_logits, _ = self.model.forward_with_params( + input_ids=input_ids.to(self.device), + attention_mask=attention_mask.to(self.device), + labels=labels.to(self.device), + weights=weights, + ) + cur_before_loss += before_losses.mean().item() * batch_size + cur_before_correct += ( + before_logits.cpu().argmax(1).eq(labels).sum().item() + ) + + # update model parameters with distilled data + loss = 0 + for inner_step in range(self.n_inner_steps): + # forward + d_losses, _, bert_outputs = self.model.forward_with_params( + inputs_embeds=self.inputs_embeds, + labels=self._labels, + weights=weights, + output_attentions=True, + ) + d_loss = d_losses.mean() + d_loss = d_loss * self.model_lr * \ + (self.step_lr_gamma**inner_step) + + # backward + grads = torch.autograd.grad( + d_loss, weights.values(), create_graph=True, allow_unused=True + ) + # update parameters (SGD) + weights = OrderedDict( + (name, param - grad) if grad is not None else (name, param) + for ((name, param), grad) in zip(weights.items(), grads) + ) + + if self.accum_loss or (inner_step + 1) == self.n_inner_steps: + # loss of updated parameters (after each gradient step) + with amp.autocast(dtype=self.dtype, enabled=self.use_amp): + after_losses, after_logits, _ = self.model.forward_with_params( + input_ids=input_ids.to(self.device), + attention_mask=attention_mask.to(self.device), + labels=labels.to(self.device), + weights=weights, + ) + after_loss = after_losses.mean() + loss += after_loss + + cur_after_loss += after_loss.item() * batch_size + cur_after_correct += ( + after_logits.cpu().argmax(1).eq(labels).sum().item() + ) + + self.d_optimizer.zero_grad() + # backward + self.scaler.scale(loss).backward() + # unscale gradients (for gradient clipping) + self.scaler.unscale_(self.d_optimizer) + # gradient cliping + torch.nn.utils.clip_grad_norm_( + self.optimize_param_list, self.distill_max_grad_norm + ) + self.scaler.step(self.d_optimizer) + self.scaler.update() + self.d_scheduler.step() + + # logging + if (outer_step + 1) % self.logging_steps == 0: + logger.info( + "Epoch[{:.2f}] | (before) loss: {:>6.4f}, acc: {:5.2%}" + " -> (after) loss: {:>6.4f}, acc: {:5.2%}" + " | lr={:.2E}, gamma={:.2f}".format( + epoch + (outer_step + 1) / len(pbar), + cur_before_loss / cur_num, + cur_before_correct / cur_num, + cur_after_loss / cur_num, + cur_after_correct / cur_num, + self.model_lr.item(), + self.step_lr_gamma.item(), + ) + ) + cur_num, cur_before_loss, cur_after_loss = 0, 0, 0 + cur_before_correct, cur_after_correct = 0, 0 + + # update infomation of progress bar + pbar.set_postfix( + { + "loss": f"{after_loss.item():.4}", + "lr": f"{self.d_scheduler.get_last_lr()[0]:.1E}", + "gd_scale": f"{self.scaler.get_scale()}", + } + ) + + def train_model_on_distilled_data(self): + # optimizer + model_opt = SGD(self.model.parameters(), lr=1.0) + # gradient updating with distilled data + start_time = time.time() + for inner_step in range(self.n_inner_steps): + losses, _, bert_outputs = self.model( + inputs_embeds=self.inputs_embeds, + labels=self._labels, + output_attentions=True, + ) + loss = losses.mean() + loss = loss * self.model_lr * (self.step_lr_gamma**inner_step) + # backward + model_opt.zero_grad() + loss.backward() + model_opt.step() + end_time = time.time() - start_time + logger.info(f"Time for model traning : {end_time:.2f}s") + + @property + def data_dict(self): + return { + "config": { + "input_embeds_shape": self.inputs_embeds.shape[1:], + "num_classes": self.num_classes, + "data_size": self.data_size, + }, + "inputs_embeds": self.inputs_embeds.cpu().data, + "labels": self._labels.cpu().data, + "lr": self.model_lr.cpu().data, + "gamma": self.step_lr_gamma.cpu().data, + } + + def save_distilled_data(self, path): + # save data as dict + torch.save(self.data_dict, path) + + def load_distilled_data(self, distill_data_path): + data_dict = torch.load(distill_data_path) + self.inputs_embeds = data_dict["inputs_embeds"].to(self.device) + self._labels = data_dict["labels"].to(self.device) + self.model_lr = data_dict["lr"].to(self.device) + self.step_lr_gamma = data_dict["gamma"].to(self.device) + + def test_distilled_data(self, test_loader): + # init model with original params + self.model.load_state_dict(self.initial_state_dict) + self.train_model_on_distilled_data() + test_acc, test_loss = evaluate( + self.model, test_loader, self.dtype, self.use_amp, self.device) + logger.info( + "Evaluate on Test dataset | loss: {:>6.4f}, acc: {:5.2%}".format( + test_loss, + test_acc, + ) + ) + return test_loss, test_acc diff --git a/flagdata/condensation/utils/evaluate.py b/flagdata/condensation/utils/evaluate.py new file mode 100644 index 0000000..9ff257a --- /dev/null +++ b/flagdata/condensation/utils/evaluate.py @@ -0,0 +1,32 @@ +# Copyright © 2023 BAAI. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License") +import torch +from torch.cuda import amp + + +def evaluate(model, test_loader, dtype, use_amp, device): + # model to eval mode + model.eval() + + # compute accuracy and loss + total_num, total_loss, total_correct = 0, 0, 0 + with torch.no_grad(): + for (input_ids, attention_mask, labels) in test_loader: + # forward with mixed precision + with amp.autocast(dtype=dtype, enabled=use_amp): + losses, logits, _ = model( + input_ids=input_ids.to(device), + attention_mask=attention_mask.to(device), + labels=labels.to(device), + ) + loss = losses.mean() + + total_num += len(input_ids) + total_loss += loss.item() * len(input_ids) + total_correct += logits.cpu().argmax(1).eq(labels).sum().item() + + # model to train mode + model.train() + + return total_correct / total_num, total_loss / total_num diff --git a/flagdata/condensation/utils/model.py b/flagdata/condensation/utils/model.py new file mode 100644 index 0000000..3841ef5 --- /dev/null +++ b/flagdata/condensation/utils/model.py @@ -0,0 +1,1076 @@ +# Copyright © 2023 BAAI. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License") +from collections import OrderedDict +from torch import nn +from torch.nn import functional as F +import math +import numpy as np +import torch +from packaging import version +from transformers.activations import gelu +from transformers.deepspeed import is_deepspeed_zero3_enabled +from transformers.modeling_outputs import BaseModelOutput +from transformers.modeling_utils import PreTrainedModel, apply_chunking_to_forward, find_pruneable_heads_and_indices, prune_linear_layer +from transformers import DistilBertConfig + + +def cross_entropy_with_soft_labels(logits, labels): + return (-labels * F.log_softmax(logits, dim=-1)).sum(-1) + + +class BertClassifier(nn.Module): + def __init__(self, bert_model, num_classes, drop_p=0.1): + super().__init__() + + # config + self.bert_config = bert_model.config + self.num_classes = num_classes + + # pretrained bert model + self.bert_model = bert_model + + # pooler + if not hasattr(bert_model, "pooler"): + self.pooler = nn.Sequential( + nn.Linear(bert_model.config.dim, + bert_model.config.dim), nn.Tanh() + ) + else: + self.pooler is None + + # dropout layer + self.dropout = nn.Dropout(p=drop_p) + # single linear layer for classification + self.classifier = nn.Linear(self.bert_config.hidden_size, num_classes) + + # loss function + self.cross_entropy = nn.CrossEntropyLoss(reduction="none") + + def forward( + self, + input_ids=None, + inputs_embeds=None, + attention_mask=None, + labels=None, + output_attentions=False, + ): + # encode input sequences with bert model + bert_outputs = self.bert_model( + input_ids=input_ids, + inputs_embeds=inputs_embeds, + attention_mask=attention_mask, + output_attentions=output_attentions, + ) + + # hidden state of [CLS] token + if "pooler_output" in bert_outputs.keys(): + pooler_output = bert_outputs["pooler_output"] + else: + pooler_output = self.pooler( + bert_outputs["last_hidden_state"][:, 0]) + + # dropout + pooler_output = self.dropout(pooler_output) + + # classifier layer + logits = self.classifier(pooler_output) + + # calculate losses + if labels is not None: + if logits.shape == labels.shape: + losses = cross_entropy_with_soft_labels(logits, labels) + else: + losses = self.cross_entropy(logits, labels) + return losses, logits, bert_outputs + + return logits, bert_outputs + + def forward_with_params( + self, + input_ids=None, + inputs_embeds=None, + attention_mask=None, + labels=None, + weights=None, + output_attentions=False, + ): + assert weights is not None + module_name_list = ["bert_model", "classifier"] + if self.pooler is not None: + module_name_list.append("pooler") + weights_dict = {module_name: OrderedDict() + for module_name in module_name_list} + for name, param in weights.items(): + module_name, param_name = name.split(".", maxsplit=1) + weights_dict[module_name][param_name] = param + + # encode input sequences with bert model + bert_outputs = self.bert_model.forward_with_params( + input_ids=input_ids, + inputs_embeds=inputs_embeds, + attention_mask=attention_mask, + weights=weights_dict["bert_model"], + output_attentions=output_attentions, + ) + + # hidden state of [CLS] token + if "pooler_output" in bert_outputs.keys(): + pooler_output = bert_outputs["pooler_output"] + else: + pooler_output = F.linear( + bert_outputs["last_hidden_state"][:, 0], + weight=weights_dict["pooler"]["0.weight"], + bias=weights_dict["pooler"]["0.bias"], + ) + pooler_output = self.pooler[1](pooler_output) + + # dropout + pooler_output = self.dropout(pooler_output) + + # classifier layer + logits = F.linear( + pooler_output, + weight=weights_dict["classifier"]["weight"], + bias=weights_dict["classifier"]["bias"], + ) + + # calculate losses + if labels is not None: + if logits.shape == labels.shape: + losses = cross_entropy_with_soft_labels(logits, labels) + else: + losses = self.cross_entropy(logits, labels) + return losses, logits, bert_outputs + + return logits, bert_outputs + + def reset_additional_parameters(self): + if self.pooler is not None: + self.pooler[0].reset_parameters() + self.classifier.reset_parameters() + + +DISTILBERT_PRETRAINED_MODEL_ARCHIVE_LIST = [ + "distilbert-base-uncased", + "distilbert-base-uncased-distilled-squad", + "distilbert-base-cased", + "distilbert-base-cased-distilled-squad", + "distilbert-base-german-cased", + "distilbert-base-multilingual-cased", + "distilbert-base-uncased-finetuned-sst-2-english", + # See all DistilBERT models at https://huggingface.co/models?filter=distilbert +] + + +# UTILS AND BUILDING BLOCKS OF THE ARCHITECTURE # + + +def create_sinusoidal_embeddings(n_pos, dim, out): + if is_deepspeed_zero3_enabled(): + from transformers import deepspeed + + with deepspeed.zero.GatheredParameters(out, modifier_rank=0): + if torch.distributed.get_rank() == 0: + _create_sinusoidal_embeddings(n_pos=n_pos, dim=dim, out=out) + else: + _create_sinusoidal_embeddings(n_pos=n_pos, dim=dim, out=out) + + +def _create_sinusoidal_embeddings(n_pos, dim, out): + position_enc = np.array( + [ + [pos / np.power(10000, 2 * (j // 2) / dim) for j in range(dim)] + for pos in range(n_pos) + ] + ) + out.requires_grad = False + out[:, 0::2] = torch.FloatTensor(np.sin(position_enc[:, 0::2])) + out[:, 1::2] = torch.FloatTensor(np.cos(position_enc[:, 1::2])) + out.detach_() + + +class Embeddings(nn.Module): + def __init__(self, config): + super().__init__() + self.word_embeddings = nn.Embedding( + config.vocab_size, config.dim, padding_idx=config.pad_token_id + ) + self.position_embeddings = nn.Embedding( + config.max_position_embeddings, config.dim + ) + if config.sinusoidal_pos_embds: + create_sinusoidal_embeddings( + n_pos=config.max_position_embeddings, + dim=config.dim, + out=self.position_embeddings.weight, + ) + + self.LayerNorm = nn.LayerNorm(config.dim, eps=1e-12) + self.dropout = nn.Dropout(config.dropout) + if version.parse(torch.__version__) > version.parse("1.6.0"): + self.register_buffer( + "position_ids", + torch.arange(config.max_position_embeddings).expand((1, -1)), + persistent=False, + ) + + def forward(self, input_ids): + """ + Parameters: + input_ids: torch.tensor(bs, max_seq_length) The token ids to embed. + + Returns: torch.tensor(bs, max_seq_length, dim) The embedded tokens (plus position embeddings, no token_type + embeddings) + """ + seq_length = input_ids.size(1) + + # Setting the position-ids to the registered buffer in constructor, it helps + # when tracing the model without passing position-ids, solves + # isues similar to issue #5664 + if hasattr(self, "position_ids"): + position_ids = self.position_ids[:, :seq_length] + else: + position_ids = torch.arange( + seq_length, dtype=torch.long, device=input_ids.device + ) # (max_seq_length) + position_ids = position_ids.unsqueeze(0).expand_as( + input_ids + ) # (bs, max_seq_length) + + word_embeddings = self.word_embeddings( + input_ids) # (bs, max_seq_length, dim) + position_embeddings = self.position_embeddings( + position_ids + ) # (bs, max_seq_length, dim) + + embeddings = word_embeddings + \ + position_embeddings # (bs, max_seq_length, dim) + embeddings = self.LayerNorm(embeddings) # (bs, max_seq_length, dim) + embeddings = self.dropout(embeddings) # (bs, max_seq_length, dim) + return embeddings + + def forward_with_params(self, input_ids, weights=None): + """ + Parameters: + input_ids: torch.tensor(bs, max_seq_length) The token ids to embed. + + Returns: torch.tensor(bs, max_seq_length, dim) The embedded tokens (plus position embeddings, no token_type + embeddings) + """ + assert weights is not None + module_name_list = ["word_embeddings", + "position_embeddings", "LayerNorm"] + weights_dict = {module_name: OrderedDict() + for module_name in module_name_list} + for name, param in weights.items(): + module_name, param_name = name.split(".", maxsplit=1) + weights_dict[module_name][param_name] = param + + seq_length = input_ids.size(1) + + # Setting the position-ids to the registered buffer in constructor, it helps + # when tracing the model without passing position-ids, solves + # issues similar to issue #5664 + if hasattr(self, "position_ids"): + position_ids = self.position_ids[:, :seq_length] + else: + position_ids = torch.arange( + seq_length, dtype=torch.long, device=input_ids.device + ) # (max_seq_length) + position_ids = position_ids.unsqueeze(0).expand_as( + input_ids + ) # (bs, max_seq_length) + + word_embeddings = F.embedding( + input_ids, weights_dict["word_embeddings"]["weight"] + ) # (bs, max_seq_length, dim) + position_embeddings = F.embedding( + position_ids, weights_dict["position_embeddings"]["weight"] + ) # (bs, max_seq_length, dim) + + embeddings = word_embeddings + \ + position_embeddings # (bs, max_seq_length, dim) + embeddings = F.layer_norm( + embeddings, + (embeddings.size(-1),), + weight=weights_dict["LayerNorm"]["weight"], + bias=weights_dict["LayerNorm"]["bias"], + eps=1e-12, + ) # (bs, max_seq_length, dim) + embeddings = self.dropout(embeddings) # (bs, max_seq_length, dim) + return embeddings + + +class MultiHeadSelfAttention(nn.Module): + def __init__(self, config): + super().__init__() + + self.n_heads = config.n_heads + self.dim = config.dim + self.dropout = nn.Dropout(p=config.attention_dropout) + + assert self.dim % self.n_heads == 0 + + self.q_lin = nn.Linear(in_features=config.dim, out_features=config.dim) + self.k_lin = nn.Linear(in_features=config.dim, out_features=config.dim) + self.v_lin = nn.Linear(in_features=config.dim, out_features=config.dim) + self.out_lin = nn.Linear( + in_features=config.dim, out_features=config.dim) + + self.pruned_heads = set() + + def prune_heads(self, heads): + attention_head_size = self.dim // self.n_heads + if len(heads) == 0: + return + heads, index = find_pruneable_heads_and_indices( + heads, self.n_heads, attention_head_size, self.pruned_heads + ) + # Prune linear layers + self.q_lin = prune_linear_layer(self.q_lin, index) + self.k_lin = prune_linear_layer(self.k_lin, index) + self.v_lin = prune_linear_layer(self.v_lin, index) + self.out_lin = prune_linear_layer(self.out_lin, index, dim=1) + # Update hyper params + self.n_heads = self.n_heads - len(heads) + self.dim = attention_head_size * self.n_heads + self.pruned_heads = self.pruned_heads.union(heads) + + def forward( + self, + query, + key, + value, + mask, + head_mask=None, + output_attentions=False, + ): + """ + Parameters: + query: torch.tensor(bs, seq_length, dim) + key: torch.tensor(bs, seq_length, dim) + value: torch.tensor(bs, seq_length, dim) + mask: torch.tensor(bs, seq_length) + + Returns: + weights: torch.tensor(bs, n_heads, seq_length, seq_length) Attention weights context: torch.tensor(bs, + seq_length, dim) Contextualized layer. Optional: only if `output_attentions=True` + """ + bs, q_length, dim = query.size() + k_length = key.size(1) + # assert dim == self.dim, f'Dimensions do not match: {dim} input vs {self.dim} configured' + # assert key.size() == value.size() + + dim_per_head = self.dim // self.n_heads + + mask_reshp = (bs, 1, 1, k_length) + + def shape(x): + """separate heads""" + return x.view(bs, -1, self.n_heads, dim_per_head).transpose(1, 2) + + def unshape(x): + """group heads""" + return ( + x.transpose(1, 2).contiguous().view( + bs, -1, self.n_heads * dim_per_head) + ) + + q = shape(self.q_lin(query)) # (bs, n_heads, q_length, dim_per_head) + k = shape(self.k_lin(key)) # (bs, n_heads, k_length, dim_per_head) + v = shape(self.v_lin(value)) # (bs, n_heads, k_length, dim_per_head) + + # (bs, n_heads, q_length, dim_per_head) + q = q / math.sqrt(dim_per_head) + # (bs, n_heads, q_length, k_length) + scores = torch.matmul(q, k.transpose(2, 3)) + mask = ( + (mask == 0).view(mask_reshp).expand_as(scores) + ) # (bs, n_heads, q_length, k_length) + # (bs, n_heads, q_length, k_length) + scores.masked_fill_(mask, -float("inf")) + + # (bs, n_heads, q_length, k_length) + weights = nn.Softmax(dim=-1)(scores) + weights = self.dropout(weights) # (bs, n_heads, q_length, k_length) + + # Mask heads if we want to + if head_mask is not None: + weights = weights * head_mask + + # (bs, n_heads, q_length, dim_per_head) + context = torch.matmul(weights, v) + context = unshape(context) # (bs, q_length, dim) + context = self.out_lin(context) # (bs, q_length, dim) + + if output_attentions: + return (context, weights) + else: + return (context,) + + def forward_with_params( + self, + query, + key, + value, + mask, + head_mask=None, + output_attentions=False, + weights=None, + ): + """ + Parameters: + query: torch.tensor(bs, seq_length, dim) + key: torch.tensor(bs, seq_length, dim) + value: torch.tensor(bs, seq_length, dim) + mask: torch.tensor(bs, seq_length) + + Returns: + weights: torch.tensor(bs, n_heads, seq_length, seq_length) Attention weights context: torch.tensor(bs, + seq_length, dim) Contextualized layer. Optional: only if `output_attentions=True` + """ + assert weights is not None + module_name_list = ["q_lin", "k_lin", "v_lin", "out_lin"] + weights_dict = {module_name: OrderedDict() + for module_name in module_name_list} + for name, param in weights.items(): + module_name, param_name = name.split(".", maxsplit=1) + weights_dict[module_name][param_name] = param + + bs, q_length, dim = query.size() + k_length = key.size(1) + # assert dim == self.dim, f'Dimensions do not match: {dim} input vs {self.dim} configured' + # assert key.size() == value.size() + + dim_per_head = self.dim // self.n_heads + + mask_reshp = (bs, 1, 1, k_length) + + def shape(x): + """separate heads""" + return x.view(bs, -1, self.n_heads, dim_per_head).transpose(1, 2) + + def unshape(x): + """group heads""" + return ( + x.transpose(1, 2).contiguous().view( + bs, -1, self.n_heads * dim_per_head) + ) + + # q_lin + q = shape( + F.linear( + query, + weight=weights_dict["q_lin"]["weight"], + bias=weights_dict["q_lin"]["bias"], + ) + ) # (bs, n_heads, q_length, dim_per_head) + # k_lin + k = shape( + F.linear( + key, + weight=weights_dict["k_lin"]["weight"], + bias=weights_dict["k_lin"]["bias"], + ) + ) # (bs, n_heads, k_length, dim_per_head) + # v_lin + v = shape( + F.linear( + value, + weight=weights_dict["v_lin"]["weight"], + bias=weights_dict["v_lin"]["bias"], + ) + ) # (bs, n_heads, k_length, dim_per_head) + + # (bs, n_heads, q_length, dim_per_head) + q = q / math.sqrt(dim_per_head) + # (bs, n_heads, q_length, k_length) + scores = torch.matmul(q, k.transpose(2, 3)) + mask = ( + (mask == 0).view(mask_reshp).expand_as(scores) + ) # (bs, n_heads, q_length, k_length) + # (bs, n_heads, q_length, k_length) + scores.masked_fill_(mask, -float("inf")) + + # (bs, n_heads, q_length, k_length) + weights = nn.Softmax(dim=-1)(scores) + weights = self.dropout(weights) # (bs, n_heads, q_length, k_length) + + # Mask heads if we want to + if head_mask is not None: + weights = weights * head_mask + + # (bs, n_heads, q_length, dim_per_head) + context = torch.matmul(weights, v) + context = unshape(context) # (bs, q_length, dim) + # out_lin + context = F.linear( + context, + weight=weights_dict["out_lin"]["weight"], + bias=weights_dict["out_lin"]["bias"], + ) # (bs, q_length, dim) + + if output_attentions: + return (context, weights) + else: + return (context,) + + +class FFN(nn.Module): + def __init__(self, config): + super().__init__() + self.dropout = nn.Dropout(p=config.dropout) + self.chunk_size_feed_forward = config.chunk_size_feed_forward + self.seq_len_dim = 1 + self.lin1 = nn.Linear(in_features=config.dim, + out_features=config.hidden_dim) + self.lin2 = nn.Linear( + in_features=config.hidden_dim, out_features=config.dim) + assert config.activation in [ + "relu", + "gelu", + ], f"activation ({config.activation}) must be in ['relu', 'gelu']" + self.activation = gelu if config.activation == "gelu" else nn.ReLU() + + def forward(self, input): + + return apply_chunking_to_forward( + self.ff_chunk, self.chunk_size_feed_forward, self.seq_len_dim, input + ) + + def forward_with_params(self, input, weights=None): + assert weights is not None + module_name_list = ["lin1", "lin2"] + weights_dict = {module_name: OrderedDict() + for module_name in module_name_list} + for name, param in weights.items(): + module_name, param_name = name.split(".", maxsplit=1) + weights_dict[module_name][param_name] = param + + def ff_chunk_with_params(input): + x = F.linear( + input, + weight=weights_dict["lin1"]["weight"], + bias=weights_dict["lin1"]["bias"], + ) + x = self.activation(x) + x = F.linear( + x, + weight=weights_dict["lin2"]["weight"], + bias=weights_dict["lin2"]["bias"], + ) + x = self.dropout(x) + return x + + return apply_chunking_to_forward( + ff_chunk_with_params, self.chunk_size_feed_forward, self.seq_len_dim, input + ) + + def ff_chunk(self, input): + x = self.lin1(input) + x = self.activation(x) + x = self.lin2(x) + x = self.dropout(x) + return x + + +class TransformerBlock(nn.Module): + def __init__(self, config): + super().__init__() + + assert config.dim % config.n_heads == 0 + + self.attention = MultiHeadSelfAttention(config) + self.sa_layer_norm = nn.LayerNorm( + normalized_shape=config.dim, eps=1e-12) + + self.ffn = FFN(config) + self.output_layer_norm = nn.LayerNorm( + normalized_shape=config.dim, eps=1e-12) + + def forward(self, x, attn_mask=None, head_mask=None, output_attentions=False): + """ + Parameters: + x: torch.tensor(bs, seq_length, dim) + attn_mask: torch.tensor(bs, seq_length) + + Returns: + sa_weights: torch.tensor(bs, n_heads, seq_length, seq_length) The attention weights ffn_output: + torch.tensor(bs, seq_length, dim) The output of the transformer block contextualization. + """ + # Self-Attention + sa_output = self.attention( + query=x, + key=x, + value=x, + mask=attn_mask, + head_mask=head_mask, + output_attentions=output_attentions, + ) + if output_attentions: + ( + sa_output, + sa_weights, + ) = sa_output # (bs, seq_length, dim), (bs, n_heads, seq_length, seq_length) + else: # To handle these `output_attentions` or `output_hidden_states` cases returning tuples + assert type(sa_output) == tuple + sa_output = sa_output[0] + sa_output = self.sa_layer_norm(sa_output + x) # (bs, seq_length, dim) + + # Feed Forward Network + ffn_output = self.ffn(sa_output) # (bs, seq_length, dim) + ffn_output = self.output_layer_norm( + ffn_output + sa_output + ) # (bs, seq_length, dim) + + output = (ffn_output,) + if output_attentions: + output = (sa_weights,) + output + return output + + def forward_with_params( + self, x, attn_mask=None, head_mask=None, output_attentions=False, weights=None + ): + """ + Parameters: + x: torch.tensor(bs, seq_length, dim) + attn_mask: torch.tensor(bs, seq_length) + + Returns: + sa_weights: torch.tensor(bs, n_heads, seq_length, seq_length) The attention weights ffn_output: + torch.tensor(bs, seq_length, dim) The output of the transformer block contextualization. + """ + assert weights is not None + module_name_list = ["attention", + "sa_layer_norm", "ffn", "output_layer_norm"] + weights_dict = {module_name: OrderedDict() + for module_name in module_name_list} + for name, param in weights.items(): + module_name, param_name = name.split(".", maxsplit=1) + weights_dict[module_name][param_name] = param + + # Self-Attention + sa_output = self.attention.forward_with_params( + query=x, + key=x, + value=x, + mask=attn_mask, + head_mask=head_mask, + output_attentions=output_attentions, + weights=weights_dict["attention"], + ) + if output_attentions: + ( + sa_output, + sa_weights, + ) = sa_output # (bs, seq_length, dim), (bs, n_heads, seq_length, seq_length) + else: # To handle these `output_attentions` or `output_hidden_states` cases returning tuples + assert type(sa_output) == tuple + sa_output = sa_output[0] + # sa_layer_norm + sa_output = F.layer_norm( + sa_output + x, + (sa_output.size(-1),), + weight=weights_dict["sa_layer_norm"]["weight"], + bias=weights_dict["sa_layer_norm"]["bias"], + eps=1e-12, + ) # (bs, seq_length, dim) + + # Feed Forward Network + ffn_output = self.ffn.forward_with_params( + sa_output, weights=weights_dict["ffn"] + ) # (bs, seq_length, dim) + ffn_output = F.layer_norm( + ffn_output + sa_output, + (ffn_output.size(-1),), + weight=weights_dict["output_layer_norm"]["weight"], + bias=weights_dict["output_layer_norm"]["bias"], + eps=1e-12, + ) # (bs, seq_length, dim) + + output = (ffn_output,) + if output_attentions: + output = (sa_weights,) + output + return output + + +class Transformer(nn.Module): + def __init__(self, config): + super().__init__() + self.n_layers = config.n_layers + self.layer = nn.ModuleList( + [TransformerBlock(config) for _ in range(config.n_layers)] + ) + + def forward( + self, + x, + attn_mask=None, + head_mask=None, + output_attentions=False, + output_hidden_states=False, + return_dict=None, + ): # docstyle-ignore + """ + Parameters: + x: torch.tensor(bs, seq_length, dim) Input sequence embedded. + attn_mask: torch.tensor(bs, seq_length) Attention mask on the sequence. + + Returns: + hidden_state: torch.tensor(bs, seq_length, dim) Sequence of hidden states in the last (top) + layer all_hidden_states: Tuple[torch.tensor(bs, seq_length, dim)] + Tuple of length n_layers with the hidden states from each layer. + Optional: only if output_hidden_states=True + all_attentions: Tuple[torch.tensor(bs, n_heads, seq_length, seq_length)] + Tuple of length n_layers with the attention weights from each layer + Optional: only if output_attentions=True + """ + all_hidden_states = () if output_hidden_states else None + all_attentions = () if output_attentions else None + + hidden_state = x + for i, layer_module in enumerate(self.layer): + if output_hidden_states: + all_hidden_states = all_hidden_states + (hidden_state,) + + layer_outputs = layer_module( + x=hidden_state, + attn_mask=attn_mask, + head_mask=head_mask[i], + output_attentions=output_attentions, + ) + hidden_state = layer_outputs[-1] + + if output_attentions: + assert len(layer_outputs) == 2 + attentions = layer_outputs[0] + all_attentions = all_attentions + (attentions,) + else: + assert len(layer_outputs) == 1 + + # Add last layer + if output_hidden_states: + all_hidden_states = all_hidden_states + (hidden_state,) + + if not return_dict: + return tuple( + v + for v in [hidden_state, all_hidden_states, all_attentions] + if v is not None + ) + return BaseModelOutput( + last_hidden_state=hidden_state, + hidden_states=all_hidden_states, + attentions=all_attentions, + ) + + def forward_with_params( + self, + x, + attn_mask=None, + head_mask=None, + output_attentions=False, + output_hidden_states=False, + return_dict=None, + weights=None, + ): # docstyle-ignore + """ + Parameters: + x: torch.tensor(bs, seq_length, dim) Input sequence embedded. + attn_mask: torch.tensor(bs, seq_length) Attention mask on the sequence. + + Returns: + hidden_state: torch.tensor(bs, seq_length, dim) Sequence of hidden states in the last (top) + layer all_hidden_states: Tuple[torch.tensor(bs, seq_length, dim)] + Tuple of length n_layers with the hidden states from each layer. + Optional: only if output_hidden_states=True + all_attentions: Tuple[torch.tensor(bs, n_heads, seq_length, seq_length)] + Tuple of length n_layers with the attention weights from each layer + Optional: only if output_attentions=True + """ + assert weights is not None + layer_weights = OrderedDict({i: OrderedDict() + for i in range(self.n_layers)}) + for name, param in weights.items(): + module_name, layer_id, param_name = name.split(".", maxsplit=2) + assert module_name == "layer" + layer_weights[int(layer_id)][param_name] = param + + all_hidden_states = () if output_hidden_states else None + all_attentions = () if output_attentions else None + + hidden_state = x + for i, layer_module in enumerate(self.layer): + if output_hidden_states: + all_hidden_states = all_hidden_states + (hidden_state,) + + layer_outputs = layer_module.forward_with_params( + x=hidden_state, + attn_mask=attn_mask, + head_mask=head_mask[i], + output_attentions=output_attentions, + weights=layer_weights[i], + ) + hidden_state = layer_outputs[-1] + + if output_attentions: + assert len(layer_outputs) == 2 + attentions = layer_outputs[0] + all_attentions = all_attentions + (attentions,) + else: + assert len(layer_outputs) == 1 + + # Add last layer + if output_hidden_states: + all_hidden_states = all_hidden_states + (hidden_state,) + + if not return_dict: + return tuple( + v + for v in [hidden_state, all_hidden_states, all_attentions] + if v is not None + ) + return BaseModelOutput( + last_hidden_state=hidden_state, + hidden_states=all_hidden_states, + attentions=all_attentions, + ) + +# INTERFACE FOR ENCODER AND TASK SPECIFIC MODEL # + + +class DistilBertPreTrainedModel(PreTrainedModel): + """ + An abstract class to handle weights initialization and a simple interface for downloading and loading pretrained + models. + """ + + config_class = DistilBertConfig + load_tf_weights = None + base_model_prefix = "distilbert" + + def _init_weights(self, module): + """Initialize the weights.""" + if isinstance(module, nn.Linear): + # Slightly different from the TF version which uses truncated_normal for initialization + # cf https://github.com/pytorch/pytorch/pull/5617 + module.weight.data.normal_( + mean=0.0, std=self.config.initializer_range) + if module.bias is not None: + module.bias.data.zero_() + elif isinstance(module, nn.Embedding): + module.weight.data.normal_( + mean=0.0, std=self.config.initializer_range) + if module.padding_idx is not None: + module.weight.data[module.padding_idx].zero_() + elif isinstance(module, nn.LayerNorm): + module.bias.data.zero_() + module.weight.data.fill_(1.0) + + +class DistilBertModel(DistilBertPreTrainedModel): + def __init__(self, config): + super().__init__(config) + + self.embeddings = Embeddings(config) # Embeddings + self.transformer = Transformer(config) # Encoder + + self.init_weights() + + def get_position_embeddings(self) -> nn.Embedding: + """ + Returns the position embeddings + """ + return self.embeddings.position_embeddings + + def resize_position_embeddings(self, new_num_position_embeddings: int): + """ + Resizes position embeddings of the model if :obj:`new_num_position_embeddings != + config.max_position_embeddings`. + + Arguments: + new_num_position_embeddings (:obj:`int`): + The number of new position embedding matrix. If position embeddings are learned, increasing the size + will add newly initialized vectors at the end, whereas reducing the size will remove vectors from the + end. If position embeddings are not learned (*e.g.* sinusoidal position embeddings), increasing the + size will add correct vectors at the end following the position encoding algorithm, whereas reducing + the size will remove vectors from the end. + """ + num_position_embeds_diff = ( + new_num_position_embeddings - self.config.max_position_embeddings + ) + + # no resizing needs to be done if the length stays the same + if num_position_embeds_diff == 0: + return + + self.config.max_position_embeddings = new_num_position_embeddings + + old_position_embeddings_weight = ( + self.embeddings.position_embeddings.weight.clone() + ) + + self.embeddings.position_embeddings = nn.Embedding( + self.config.max_position_embeddings, self.config.dim + ) + + if self.config.sinusoidal_pos_embds: + create_sinusoidal_embeddings( + n_pos=self.config.max_position_embeddings, + dim=self.config.dim, + out=self.position_embeddings.weight, + ) + else: + with torch.no_grad(): + if num_position_embeds_diff > 0: + self.embeddings.position_embeddings.weight[ + :-num_position_embeds_diff + ] = nn.Parameter(old_position_embeddings_weight) + else: + self.embeddings.position_embeddings.weight = nn.Parameter( + old_position_embeddings_weight[:num_position_embeds_diff] + ) + # move position_embeddings to correct device + self.embeddings.position_embeddings.to(self.device) + + def get_input_embeddings(self): + return self.embeddings.word_embeddings + + def set_input_embeddings(self, new_embeddings): + self.embeddings.word_embeddings = new_embeddings + + def _prune_heads(self, heads_to_prune): + """ + Prunes heads of the model. heads_to_prune: dict of {layer_num: list of heads to prune in this layer} See base + class PreTrainedModel + """ + for layer, heads in heads_to_prune.items(): + self.transformer.layer[layer].attention.prune_heads(heads) + + def forward( + self, + input_ids=None, + attention_mask=None, + head_mask=None, + inputs_embeds=None, + output_attentions=None, + output_hidden_states=None, + return_dict=None, + ): + output_attentions = ( + output_attentions + if output_attentions is not None + else self.config.output_attentions + ) + output_hidden_states = ( + output_hidden_states + if output_hidden_states is not None + else self.config.output_hidden_states + ) + return_dict = ( + return_dict if return_dict is not None else self.config.use_return_dict + ) + + if input_ids is not None and inputs_embeds is not None: + raise ValueError( + "You cannot specify both input_ids and inputs_embeds at the same time" + ) + elif input_ids is not None: + input_shape = input_ids.size() + elif inputs_embeds is not None: + input_shape = inputs_embeds.size()[:-1] + else: + raise ValueError( + "You have to specify either input_ids or inputs_embeds") + + device = input_ids.device if input_ids is not None else inputs_embeds.device + + if attention_mask is None: + attention_mask = torch.ones( + input_shape, device=device) # (bs, seq_length) + + # Prepare head mask if needed + head_mask = self.get_head_mask( + head_mask, self.config.num_hidden_layers) + + if inputs_embeds is None: + inputs_embeds = self.embeddings(input_ids) # (bs, seq_length, dim) + return self.transformer( + x=inputs_embeds, + attn_mask=attention_mask, + head_mask=head_mask, + output_attentions=output_attentions, + output_hidden_states=output_hidden_states, + return_dict=return_dict, + ) + + def forward_with_params( + self, + input_ids=None, + attention_mask=None, + head_mask=None, + inputs_embeds=None, + output_attentions=None, + output_hidden_states=None, + return_dict=None, + weights=None, + ): + + assert weights is not None + module_name_list = ["embeddings", "transformer"] + weights_dict = {module_name: OrderedDict() + for module_name in module_name_list} + for name, param in weights.items(): + module_name, param_name = name.split(".", maxsplit=1) + weights_dict[module_name][param_name] = param + + output_attentions = ( + output_attentions + if output_attentions is not None + else self.config.output_attentions + ) + output_hidden_states = ( + output_hidden_states + if output_hidden_states is not None + else self.config.output_hidden_states + ) + return_dict = ( + return_dict if return_dict is not None else self.config.use_return_dict + ) + + if input_ids is not None and inputs_embeds is not None: + raise ValueError( + "You cannot specify both input_ids and inputs_embeds at the same time" + ) + elif input_ids is not None: + input_shape = input_ids.size() + elif inputs_embeds is not None: + input_shape = inputs_embeds.size()[:-1] + else: + raise ValueError( + "You have to specify either input_ids or inputs_embeds") + + device = input_ids.device if input_ids is not None else inputs_embeds.device + + if attention_mask is None: + attention_mask = torch.ones( + input_shape, device=device) # (bs, seq_length) + + # Prepare head mask if needed + head_mask = self.get_head_mask( + head_mask, self.config.num_hidden_layers) + + if inputs_embeds is None: + inputs_embeds = self.embeddings.forward_with_params( + input_ids, weights=weights_dict["embeddings"] + ) # (bs, seq_length, dim) + return self.transformer.forward_with_params( + x=inputs_embeds, + attn_mask=attention_mask, + head_mask=head_mask, + output_attentions=output_attentions, + output_hidden_states=output_hidden_states, + return_dict=return_dict, + weights=weights_dict["transformer"], + ) diff --git a/flagdata_logo.png b/flagdata_logo.png new file mode 100644 index 0000000000000000000000000000000000000000..ab733262a317cf5f156b4eee46f768befd7b4140 GIT binary patch literal 102623 zcmZsD2|U!@_y3ei8(I_*Qe!LGlAY4V5JE`yBB?CNzD@~6MMEfCVJL)`A_lXD zZv8s=8{S(S3h>7UJ7xVF7>u9_`fru9n}Zq#vj>Aap?KCMYOqzqX5WSRe zsl4u5<>%nRO$k5N#O1an%&aNT#~5Ty#C?-IQ?~Yr>n+`A(+ED+o(<>EGhQ>r25q%* zQFPr}nU4btn=m4rB=~N+y1Zz_^{qJk;G|OPl!Ox^`(I91EyFVP?R!0dZK&w`S>nXF zymWBg(tgjZ3UM=gUdo)BeUjTp_j;h8dwIzj91`&8<2uJ|9H9cMM7&s1ZA3`H-q8DR zd5zQw>Kk)xb|icu6umI|b%6>FUd+PD+)HC73T^QDIalZA-i{Id|R8Av}_C!DYbF5 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+[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" + +[project] +name = "flagdata" +dynamic = ["version"] +authors = [ + { name="Xuezhi Fang", email="xzfang@baai.ac.cn" }, + { name="Zhao Xue", email="xuezhao@baai.ac.cn" }, + { name="Hanyu Zhao", email="hyzhao@baai.ac.cn" }, + { name="Quanyue Ma", email="maqy@baai.ac.cn" }, + { name="Jiahong Leng", email="jhleng@baai.ac.cn" }, + { name="Zheng Zhang", email="zhangz.goal@gmail.com" }, + { name="Yequan Wang", email="yqwang@baai.ac.cn" } +] +description = "An out-of-the-box toolkit for data processing." +readme = "README.md" +requires-python = ">=3.8" +classifiers = [ + "Programming Language :: Python :: 3", + "License :: OSI Approved :: Apache Software License", + "Operating System :: OS Independent", +] + +[project.optional-dependencies] +cleaner = [ + "requests>=2.28.1", + "tqdm>=4.63.0", + "urlextract>=1.6.0", + "PyYAML>=6.0", + "opencc>=1.1.6; platform_system == 'Linux'", + "opencc-python-reimplemented>=0.1.6; platform_system == 'Darwin'", + "lxml>=4.9.1" +] + +condensation = [ + "tqdm>=4.63.0", + "PyYAML>=6.0", + "transformers>=4.20.1", + "loguru>=0.6.0", + "numpy>=1.21.5", + "pandas>=1.3.5" +] + +analysis = [ + "requests>=2.28.1", + "nltk>=3.7" +] + +all = [ + "requests>=2.28.1", + "tqdm>=4.63.0", + "PyYAML>=6.0", + "urlextract>=1.6.0", + "opencc>=1.1.6; platform_system == 'Linux'", + "opencc-python-reimplemented>=0.1.6; platform_system == 'Darwin'", + "lxml>=4.9.1", + "transformers>=4.20.1", + "loguru>=0.6.0", + "numpy>=1.21.5", + "pandas>=1.3.5", + "nltk>=3.7" +] + +[project.urls] +"Homepage" = "https://github.com/cofe-ai/flagdata" +"Bug Tracker" = "https://github.com/cofe-ai/flagdata/issues" + +[tool.hatch.version] +path = "flagdata/__init__.py" + +[tool.hatch.build.targets.sdist] +include = [ + "/flagdata", +] diff --git a/quickstart/analysis/run_analysis.py b/quickstart/analysis/run_analysis.py new file mode 100644 index 0000000..3493452 --- /dev/null +++ b/quickstart/analysis/run_analysis.py @@ -0,0 +1,27 @@ +# Copyright © 2023 BAAI. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License") +from flagdata.analysis.text_analyzer import CoreNLPAnalyzer + +with CoreNLPAnalyzer(url="https://corenlp.run", lang="zh", annotators="parse") as analyzer: + text = "随着大规模预训练模型在人工智能领域所取得的成功，相关研究对数据规模和数据处理工具提出了更高的要求。因此我们推出了FlagData，一个便于使用且易于扩展的数据处理工具包。" + ana_result = analyzer.analyze(text) + print("*" * 10, "tokens", "*" * 10) + print(ana_result.tokens) # tokens + print("*" * 10, "parse", "*" * 10) + print(ana_result.parse_tree) # parse + print("*" * 10, "binaryParse", "*" * 10) + print(ana_result.bi_parse_tree) # binaryParse + print("*" * 10, "basicDependencies", "*" * 10) + print(ana_result.basic_dep) # basicDependencies + print("*" * 10, "enhancedDependencies", "*" * 10) + print(ana_result.enhanced_dep) # enhancedDependencies + print("*" * 10, "enhancedPlusPlusDependencies", "*" * 10) + print(ana_result.enhanced_pp_dep) # enhancedPlusPlusDependencies + print("*" * 10, "entitymentions", "*" * 10) + print(ana_result.entities) # entitymentions + print("*" * 10, "openie", "*" * 10) + print(ana_result.openie) # openie + print("*" * 10, "prettyPrintParseTree", "*" * 10) + print(analyzer.pretty_print_tree(ana_result.parse_tree[0])) # pretty print + # print(ana_result.ann_result) # original server's response format diff --git a/quickstart/cleaner/run_cleaner.py b/quickstart/cleaner/run_cleaner.py new file mode 100644 index 0000000..cc319ce --- /dev/null +++ b/quickstart/cleaner/run_cleaner.py @@ -0,0 +1,8 @@ +# Copyright © 2023 BAAI. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License") +from flagdata.cleaner.text_cleaner import DataCleaner +# safe importing of main module in multi-processing +if __name__ == "__main__": + cleaner = DataCleaner("flagdata/cleaner/config.yaml") + cleaner.clean() diff --git a/quickstart/cleaner/run_custom_cleaner.py b/quickstart/cleaner/run_custom_cleaner.py new file mode 100644 index 0000000..f2ae42a --- /dev/null +++ b/quickstart/cleaner/run_custom_cleaner.py @@ -0,0 +1,18 @@ +# -*- coding:UTF-8 -*- +from flagdata.cleaner.text_cleaner import DataCleaner +from flagdata.cleaner.utils.filter import BasicCleaner + + +class MyFakeFilter(BasicCleaner): + def __init__(self, **args): + pass + + def clean_article(self, article): + cleaned_article = article + return cleaned_article + + +# safe importing of main module in multi-processing +if __name__ == "__main__": + cleaner = DataCleaner("flagdata/cleaner/config.yaml") + cleaner.clean() diff --git a/quickstart/condensation/run_distillation.py b/quickstart/condensation/run_distillation.py new file mode 100644 index 0000000..0ed2926 --- /dev/null +++ b/quickstart/condensation/run_distillation.py @@ -0,0 +1,7 @@ +# Copyright © 2023 BAAI. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License") +from flagdata.condensation.data_distillation import DataDistillationTrainer +trainer = DataDistillationTrainer("/data1/scripts/FlagData/config/distillation_config.yaml") +trainer.load_data() # setup dataset class here +trainer.fit() diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000..91c11d8 --- /dev/null +++ b/requirements.txt @@ -0,0 +1,11 @@ +requests>=2.28.1 +tqdm>=4.63.0 +PyYAML>=6.0 +urlextract>=1.6.0 +opencc>=1.1.6 +lxml>=4.9.1 +transformers==4.20.1 +loguru>=0.6.0 +numpy>=1.21.5 +pandas>=1.3.5 +nltk>=3.7 \ No newline at end of file diff --git a/tests/test_analysis.py b/tests/test_analysis.py new file mode 100644 index 0000000..0a0607c --- /dev/null +++ b/tests/test_analysis.py @@ -0,0 +1,26 @@ +import unittest +from flagdata.analysis.text_analyzer import CoreNLPAnalyzer + + +class AnalysisTestCase(unittest.TestCase): + def setUp(self): + self.analyzer = CoreNLPAnalyzer(url="https://corenlp.run", lang="zh", annotators="parse") + + def test_analysis(self): + data = "FlagData is a fast and extensible toolkit for data processing provided by BAAI. Enjoy yourself! " + ann = self.analyzer.analyze(data) + print(ann.parse_tree) + + def tearDown(self): + self.analyzer.close() + + +def suite(): + suite = unittest.TestSuite() + suite.addTest(AnalysisTestCase('test_analysis')) + return suite + + +if __name__ == '__main__': + runner = unittest.TextTestRunner() + runner.run(suite()) diff --git a/tests/test_cleaner.py b/tests/test_cleaner.py new file mode 100644 index 0000000..c31918d --- /dev/null +++ b/tests/test_cleaner.py @@ -0,0 +1,56 @@ +import unittest +from flagdata.cleaner.text_cleaner import DataCleaner +from tempfile import NamedTemporaryFile +import json + + +class CleanerTestCase(unittest.TestCase): + def setUp(self): + self.temp_input_file = NamedTemporaryFile(mode="w") + self.temp_output_file = NamedTemporaryFile(mode="w") + self.cleaner = DataCleaner("./config/cleaner_config.yaml") + self.cleaner.config["basic"]["input"] = self.temp_input_file.name + self.cleaner.config["basic"]["output"] = self.temp_output_file.name + self.setup_data() + + def setup_data(self): + input_html = """ + + + + + + 测试工具数据抽取能力 + + +

2018年，北京智源人工智能研究院在科技部和北京市支持下，联合北京人工智能领域优势单位共建——汇集国际顶尖人工智能学者，聚焦核心技术与原始创新，旨在推动人工智能领域发展政策、学术思想、理论基础、顶尖人才与产业生态的五大源头创新。

+

智源是一家系统型创新驱动的研究院，致力于搭建一个高效有活力的 AI 研发平台，团结大家做大事，让 AI 人才与创新源源不断地涌现—— 探索科技发展的源动力，从而改变人类社会生活，促进人类、环境和智能的可持续发展。

+

AI領域的創新型研發機構，智源作為非營利研究機構，天然的中立立場，有助於協同跨組織與跨學科合作的大團隊與大項目。保持對重大科學問題的敏銳眼光，匯聚頂尖科學家團隊，進行前瞻布局。緊盯AI前沿和未來趨勢，審時度勢，經過一場院務會專業評審，即可開啟經費、算力等資源強力推進。

+ + + """ + input_data = [json.dumps({"rawContent": input_html}, ensure_ascii=False) for _ in range(20)] + for line in input_data: + self.temp_input_file.write(line + "\n") + self.temp_input_file.flush() + + def test_clean(self): + self.cleaner.clean() + self.temp_output_file.flush() + with open(self.temp_output_file.name, "r", encoding="utf8") as fr: + print(fr.read().split("\n")[0]) + + def tearDown(self): + self.temp_input_file.close() + self.temp_output_file.close() + + +def suite(): + suite = unittest.TestSuite() + suite.addTest(CleanerTestCase('test_clean')) + return suite + + +if __name__ == '__main__': + runner = unittest.TextTestRunner() + runner.run(suite())

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