diff --git a/.dockerignore b/.dockerignore new file mode 100644 index 000000000..9ac551095 --- /dev/null +++ b/.dockerignore @@ -0,0 +1,8 @@ +.* +*.template +*.yaml +*.yml + +*.md +*.png +!BULLETIN.md diff --git a/.gitattributes b/.gitattributes deleted file mode 100644 index 8449c702e..000000000 --- a/.gitattributes +++ /dev/null @@ -1,5 +0,0 @@ -*.h linguist-detectable=false -*.cpp linguist-detectable=false -*.tex linguist-detectable=false -*.cs linguist-detectable=false -*.tps linguist-detectable=false diff --git a/.github/workflows/build-with-all-capacity-beta.yml b/.github/workflows/build-with-all-capacity-beta.yml deleted file mode 100644 index 5a2a1a540..000000000 --- a/.github/workflows/build-with-all-capacity-beta.yml +++ /dev/null @@ -1,44 +0,0 @@ -# https://docs.github.com/en/actions/publishing-packages/publishing-docker-images#publishing-images-to-github-packages -name: build-with-all-capacity-beta - -on: - push: - branches: - - 'master' - -env: - REGISTRY: ghcr.io - IMAGE_NAME: ${{ github.repository }}_with_all_capacity_beta - -jobs: - build-and-push-image: - runs-on: ubuntu-latest - permissions: - contents: read - packages: write - - steps: - - name: Checkout repository - uses: actions/checkout@v3 - - - name: Log in to the Container registry - uses: docker/login-action@v2 - with: - registry: ${{ env.REGISTRY }} - username: ${{ github.actor }} - password: ${{ secrets.GITHUB_TOKEN }} - - - name: Extract metadata (tags, labels) for Docker - id: meta - uses: docker/metadata-action@v4 - with: - images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }} - - - name: Build and push Docker image - uses: docker/build-push-action@v4 - with: - context: . - push: true - file: docs/GithubAction+AllCapacityBeta - tags: ${{ steps.meta.outputs.tags }} - labels: ${{ steps.meta.outputs.labels }} diff --git a/.github/workflows/build-with-all-capacity.yml b/.github/workflows/build-with-all-capacity.yml deleted file mode 100644 index 7b2ee6aec..000000000 --- a/.github/workflows/build-with-all-capacity.yml +++ /dev/null @@ -1,44 +0,0 @@ -# https://docs.github.com/en/actions/publishing-packages/publishing-docker-images#publishing-images-to-github-packages -name: build-with-all-capacity - -on: - push: - branches: - - 'master' - -env: - REGISTRY: ghcr.io - IMAGE_NAME: ${{ github.repository }}_with_all_capacity - -jobs: - build-and-push-image: - runs-on: ubuntu-latest - permissions: - contents: read - packages: write - - steps: - - name: Checkout repository - uses: actions/checkout@v3 - - - name: Log in to the Container registry - uses: docker/login-action@v2 - with: - registry: ${{ env.REGISTRY }} - username: ${{ github.actor }} - password: ${{ secrets.GITHUB_TOKEN }} - - - name: Extract metadata (tags, labels) for Docker - id: meta - uses: docker/metadata-action@v4 - with: - images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }} - - - name: Build and push Docker image - uses: docker/build-push-action@v4 - with: - context: . - push: true - file: docs/GithubAction+AllCapacity - tags: ${{ steps.meta.outputs.tags }} - labels: ${{ steps.meta.outputs.labels }} diff --git a/.github/workflows/build-with-audio-assistant.yml b/.github/workflows/build-with-audio-assistant.yml deleted file mode 100644 index 889e7a696..000000000 --- a/.github/workflows/build-with-audio-assistant.yml +++ /dev/null @@ -1,44 +0,0 @@ -# https://docs.github.com/en/actions/publishing-packages/publishing-docker-images#publishing-images-to-github-packages -name: build-with-audio-assistant - -on: - push: - branches: - - 'master' - -env: - REGISTRY: ghcr.io - IMAGE_NAME: ${{ github.repository }}_audio_assistant - -jobs: - build-and-push-image: - runs-on: ubuntu-latest - permissions: - contents: read - packages: write - - steps: - - name: Checkout repository - uses: actions/checkout@v3 - - - name: Log in to the Container registry - uses: docker/login-action@v2 - with: - registry: ${{ env.REGISTRY }} - username: ${{ github.actor }} - password: ${{ secrets.GITHUB_TOKEN }} - - - name: Extract metadata (tags, labels) for Docker - id: meta - uses: docker/metadata-action@v4 - with: - images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }} - - - name: Build and push Docker image - uses: docker/build-push-action@v4 - with: - context: . - push: true - file: docs/GithubAction+NoLocal+AudioAssistant - tags: ${{ steps.meta.outputs.tags }} - labels: ${{ steps.meta.outputs.labels }} diff --git a/.github/workflows/build-with-chatglm.yml b/.github/workflows/build-with-chatglm.yml deleted file mode 100644 index f729abb09..000000000 --- a/.github/workflows/build-with-chatglm.yml +++ /dev/null @@ -1,44 +0,0 @@ -# https://docs.github.com/en/actions/publishing-packages/publishing-docker-images#publishing-images-to-github-packages -name: build-with-chatglm - -on: - push: - branches: - - 'master' - -env: - REGISTRY: ghcr.io - IMAGE_NAME: ${{ github.repository }}_chatglm_moss - -jobs: - build-and-push-image: - runs-on: ubuntu-latest - permissions: - contents: read - packages: write - - steps: - - name: Checkout repository - uses: actions/checkout@v3 - - - name: Log in to the Container registry - uses: docker/login-action@v2 - with: - registry: ${{ env.REGISTRY }} - username: ${{ github.actor }} - password: ${{ secrets.GITHUB_TOKEN }} - - - name: Extract metadata (tags, labels) for Docker - id: meta - uses: docker/metadata-action@v4 - with: - images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }} - - - name: Build and push Docker image - uses: docker/build-push-action@v4 - with: - context: . - push: true - file: docs/GithubAction+ChatGLM+Moss - tags: ${{ steps.meta.outputs.tags }} - labels: ${{ steps.meta.outputs.labels }} diff --git a/.github/workflows/build-with-jittorllms.yml b/.github/workflows/build-with-jittorllms.yml deleted file mode 100644 index d56ef963a..000000000 --- a/.github/workflows/build-with-jittorllms.yml +++ /dev/null @@ -1,44 +0,0 @@ -# https://docs.github.com/en/actions/publishing-packages/publishing-docker-images#publishing-images-to-github-packages -name: build-with-jittorllms - -on: - push: - branches: - - 'master' - -env: - REGISTRY: ghcr.io - IMAGE_NAME: ${{ github.repository }}_jittorllms - -jobs: - build-and-push-image: - runs-on: ubuntu-latest - permissions: - contents: read - packages: write - - steps: - - name: Checkout repository - uses: actions/checkout@v3 - - - name: Log in to the Container registry - uses: docker/login-action@v2 - with: - registry: ${{ env.REGISTRY }} - username: ${{ github.actor }} - password: ${{ secrets.GITHUB_TOKEN }} - - - name: Extract metadata (tags, labels) for Docker - id: meta - uses: docker/metadata-action@v4 - with: - images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }} - - - name: Build and push Docker image - uses: docker/build-push-action@v4 - with: - context: . - push: true - file: docs/GithubAction+JittorLLMs - tags: ${{ steps.meta.outputs.tags }} - labels: ${{ steps.meta.outputs.labels }} diff --git a/.github/workflows/build-with-latex.yml b/.github/workflows/build-with-latex.yml deleted file mode 100644 index 173d482a5..000000000 --- a/.github/workflows/build-with-latex.yml +++ /dev/null @@ -1,44 +0,0 @@ -# https://docs.github.com/en/actions/publishing-packages/publishing-docker-images#publishing-images-to-github-packages -name: build-with-latex - -on: - push: - branches: - - 'master' - -env: - REGISTRY: ghcr.io - IMAGE_NAME: ${{ github.repository }}_with_latex - -jobs: - build-and-push-image: - runs-on: ubuntu-latest - permissions: - contents: read - packages: write - - steps: - - name: Checkout repository - uses: actions/checkout@v3 - - - name: Log in to the Container registry - uses: docker/login-action@v2 - with: - registry: ${{ env.REGISTRY }} - username: ${{ github.actor }} - password: ${{ secrets.GITHUB_TOKEN }} - - - name: Extract metadata (tags, labels) for Docker - id: meta - uses: docker/metadata-action@v4 - with: - images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }} - - - name: Build and push Docker image - uses: docker/build-push-action@v4 - with: - context: . - push: true - file: docs/GithubAction+NoLocal+Latex - tags: ${{ steps.meta.outputs.tags }} - labels: ${{ steps.meta.outputs.labels }} diff --git a/.github/workflows/build-without-local-llms.yml b/.github/workflows/build-without-local-llms.yml deleted file mode 100644 index 7bebd06a3..000000000 --- a/.github/workflows/build-without-local-llms.yml +++ /dev/null @@ -1,44 +0,0 @@ -# https://docs.github.com/en/actions/publishing-packages/publishing-docker-images#publishing-images-to-github-packages -name: build-without-local-llms - -on: - push: - branches: - - 'master' - -env: - REGISTRY: ghcr.io - IMAGE_NAME: ${{ github.repository }}_nolocal - -jobs: - build-and-push-image: - runs-on: ubuntu-latest - permissions: - contents: read - packages: write - - steps: - - name: Checkout repository - uses: actions/checkout@v3 - - - name: Log in to the Container registry - uses: docker/login-action@v2 - with: - registry: ${{ env.REGISTRY }} - username: ${{ github.actor }} - password: ${{ secrets.GITHUB_TOKEN }} - - - name: Extract metadata (tags, labels) for Docker - id: meta - uses: docker/metadata-action@v4 - with: - images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }} - - - name: Build and push Docker image - uses: docker/build-push-action@v4 - with: - context: . - push: true - file: docs/GithubAction+NoLocal - tags: ${{ steps.meta.outputs.tags }} - labels: ${{ steps.meta.outputs.labels }} diff --git a/.github/workflows/stale.yml b/.github/workflows/stale.yml deleted file mode 100644 index 7d23fc1ff..000000000 --- a/.github/workflows/stale.yml +++ /dev/null @@ -1,25 +0,0 @@ -# This workflow warns and then closes issues and PRs that have had no activity for a specified amount of time. -# -# You can adjust the behavior by modifying this file. -# For more information, see: -# https://github.com/actions/stale - -name: 'Close stale issues and PRs' -on: - schedule: - - cron: '*/5 * * * *' - -jobs: - stale: - runs-on: ubuntu-latest - permissions: - issues: write - pull-requests: read - - steps: - - uses: actions/stale@v8 - with: - stale-issue-message: 'This issue is stale because it has been open 100 days with no activity. Remove stale label or comment or this will be closed in 1 days.' - days-before-stale: 100 - days-before-close: 1 - debug-only: true diff --git a/.gitignore b/.gitignore index a50eb8221..5d23d5ced 100644 --- a/.gitignore +++ b/.gitignore @@ -1,155 +1,161 @@ -# Byte-compiled / optimized / DLL files -__pycache__/ -*.py[cod] -*$py.class - -# C extensions -*.so - -# Distribution / packaging -.Python -build/ -develop-eggs/ -dist/ -downloads/ -eggs/ -.eggs/ -lib/ -lib64/ -parts/ -sdist/ -var/ -wheels/ -pip-wheel-metadata/ -share/python-wheels/ -*.egg-info/ -.installed.cfg -*.egg -MANIFEST - -# PyInstaller -# Usually these files are written by a python script from a template -# before PyInstaller builds the exe, so as to inject date/other infos into it. -*.manifest -*.spec -# Installer logs -pip-log.txt -pip-delete-this-directory.txt - -# Unit test / coverage reports -htmlcov/ -.tox/ -.nox/ -.coverage -.coverage.* -.cache -nosetests.xml -coverage.xml -*.cover -*.py,cover -.hypothesis/ -.pytest_cache/ - -# Translations -*.mo -*.pot -github -.github -TEMP -TRASH - -# Django stuff: -*.log -local_settings.py -db.sqlite3 -db.sqlite3-journal - -# Flask stuff: -instance/ -.webassets-cache - -# Scrapy stuff: -.scrapy - -# Sphinx documentation -docs/_build/ - -# PyBuilder -target/ - -# Jupyter Notebook -.ipynb_checkpoints - -# IPython -profile_default/ -ipython_config.py - -# pyenv -.python-version - -# pipenv -# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. -# However, in case of collaboration, if having platform-specific dependencies or dependencies -# having no cross-platform support, pipenv may install dependencies that don't work, or not -# install all needed dependencies. -#Pipfile.lock - -# PEP 582; used by e.g. github.com/David-OConnor/pyflow -__pypackages__/ - -# Celery stuff -celerybeat-schedule -celerybeat.pid - -# SageMath parsed files -*.sage.py - -# Environments -.env -.venv -env/ -venv/ -ENV/ -env.bak/ -venv.bak/ - -# Spyder project settings -.spyderproject -.spyproject - -# Rope project settings -.ropeproject - -# mkdocs documentation -/site - -# mypy -.mypy_cache/ -.dmypy.json -dmypy.json - -# Pyre type checker -.pyre/ - -.vscode -.idea - -history -ssr_conf -config_private.py -gpt_log -private.md -private_upload -other_llms -cradle* -debug* -private* -crazy_functions/test_project/pdf_and_word -crazy_functions/test_samples -request_llms/jittorllms -multi-language -request_llms/moss -media -flagged -request_llms/ChatGLM-6b-onnx-u8s8 -.pre-commit-config.yaml +.DS_Store +/*.DS_Store + +/users_data/* +# Byte-compiled / optimized / DLL files +__pycache__/ +*.py[cod] +*$py.class + +# C extensions +*.so + +# Distribution / packaging +.Python +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +pip-wheel-metadata/ +share/python-wheels/ +*.egg-info/ +.installed.cfg +*.egg +MANIFEST + +# PyInstaller +# Usually these files are written by a python script from a template +# before PyInstaller builds the exe, so as to inject date/other infos into it. +*.manifest +*.spec +# Installer logs +pip-log.txt +pip-delete-this-directory.txt + +# Unit test / coverage reports +htmlcov/ +.tox/ +.nox/ +.coverage +.coverage.* +.cache +nosetests.xml +coverage.xml +*.cover +*.py,cover +.hypothesis/ +.pytest_cache/ + +# Translations +*.mo +*.pot +github +.github +TEMP +TRASH + +# Django stuff: +*.log +local_settings.py +db.sqlite3 +db.sqlite3-journal + +# Flask stuff: +instance/ +.webassets-cache + +# Scrapy stuff: +.scrapy + +# Sphinx documentation +docs/_build/ + +# PyBuilder +target/ + +# Jupyter Notebook +.ipynb_checkpoints + +# IPython +profile_default/ +ipython_config.py + +# pyenv +.python-version + +# pipenv +# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. +# However, in case of collaboration, if having platform-specific dependencies or dependencies +# having no cross-platform support, pipenv may install dependencies that don't work, or not +# install all needed dependencies. +#Pipfile.lock + +# PEP 582; used by e.g. github.com/David-OConnor/pyflow +__pypackages__/ + +# Celery stuff +celerybeat-schedule +celerybeat.pid + +# SageMath parsed files +*.sage.py + +# Environments +.env +.venv +env/ +venv/ +ENV/ +env.bak/ +venv.bak/ + +# Spyder project settings +.spyderproject +.spyproject + +# Rope project settings +.ropeproject + +# mkdocs documentation +/site + +# mypy +.mypy_cache/ +.dmypy.json +dmypy.json + +# Pyre type checker +.pyre/ + +.vscode +.idea + +history +ssr_conf +config_private.py +users_data/config_private.py +users_private/ +gpt_log +private.md +private_upload +other_llms +cradle* +debug* +private* +crazy_functions/test_project/pdf_and_word +crazy_functions/test_samples +request_llms/jittorllms +multi-language +request_llms/moss +media +flagged +request_llms/ChatGLM-6b-onnx-u8s8 +.pre-commit-config.yaml \ No newline at end of file diff --git a/README.md b/README.md index 48132de9e..fff13a7fc 100644 --- a/README.md +++ b/README.md @@ -1,118 +1,32 @@ -> [!IMPORTANT] -> 2024.3.11: 恭迎Claude3和Moonshot，全力支持Qwen、GLM、DeepseekCoder等中文大语言模型！ -> 2024.1.18: 更新3.70版本，支持Mermaid绘图库（让大模型绘制脑图） -> 2024.1.17: 安装依赖时，请选择`requirements.txt`中**指定的版本**。 安装命令：`pip install -r requirements.txt`。本项目完全开源免费，您可通过订阅[在线服务](https://github.com/binary-husky/gpt_academic/wiki/online)的方式鼓励本项目的发展。 - -
+> [Whta`s News] +> +> 1. 🔌 支持提取测试点、文档转测试用例、接口文档转测试用例、测试用例检查优化、文档需求分析问答等等插件 +> 2. 📚 支持GUI知识库构建、问答、生成摘要、FastApi知识库构建、问答、生成摘要 +> 3. 🔗 支持飞书文档、飞书项目、金山文档、QQ文档等云文档链接解析 +> 4. 👓 支持docx2md、pdf2md、excel2md、xmind2md、img2vision、img/2ocr，几乎主流文档的读取，并最大程度转换格式 +> 5. 🚀 支持通过Json自定义插件流程 +> 6. 🔍 支持Prompt、Mask（自定义对话）管理、复用 +> 7. 🧩 支持通过Prompt形式使用mermaid api 绘制各种图表

- GPT 学术优化 (GPT Academic) -

- -[![Github][Github-image]][Github-url] -[![License][License-image]][License-url] -[![Releases][Releases-image]][Releases-url] -[![Installation][Installation-image]][Installation-url] -[![Wiki][Wiki-image]][Wiki-url] -[![PR][PRs-image]][PRs-url] - -[Github-image]: https://img.shields.io/badge/github-12100E.svg?style=flat-square -[License-image]: https://img.shields.io/github/license/binary-husky/gpt_academic?label=License&style=flat-square&color=orange -[Releases-image]: https://img.shields.io/github/release/binary-husky/gpt_academic?label=Release&style=flat-square&color=blue -[Installation-image]: https://img.shields.io/badge/dynamic/json?color=blue&url=https://raw.githubusercontent.com/binary-husky/gpt_academic/master/version&query=$.version&label=Installation&style=flat-square -[Wiki-image]: https://img.shields.io/badge/wiki-项目文档-black?style=flat-square -[PRs-image]: https://img.shields.io/badge/PRs-welcome-pink?style=flat-square - -[Github-url]: https://github.com/binary-husky/gpt_academic -[License-url]: https://github.com/binary-husky/gpt_academic/blob/master/LICENSE -[Releases-url]: https://github.com/binary-husky/gpt_academic/releases -[Installation-url]: https://github.com/binary-husky/gpt_academic#installation -[Wiki-url]: https://github.com/binary-husky/gpt_academic/wiki -[PRs-url]: https://github.com/binary-husky/gpt_academic/pulls - - -
-
- -**如果喜欢这个项目，请给它一个Star；如果您发明了好用的快捷键或插件，欢迎发pull requests！** - -If you like this project, please give it a Star. -Read this in [English](docs/README.English.md) | [日本語](docs/README.Japanese.md) | [한국어](docs/README.Korean.md) | [Русский](docs/README.Russian.md) | [Français](docs/README.French.md). All translations have been provided by the project itself. To translate this project to arbitrary language with GPT, read and run [`multi_language.py`](multi_language.py) (experimental). -
- -> [!NOTE] -> 1.本项目中每个文件的功能都在[自译解报告](https://github.com/binary-husky/gpt_academic/wiki/GPT‐Academic项目自译解报告)`self_analysis.md`详细说明。随着版本的迭代，您也可以随时自行点击相关函数插件，调用GPT重新生成项目的自我解析报告。常见问题请查阅wiki。 -> [![常规安装方法](https://img.shields.io/static/v1?label=&message=常规安装方法&color=gray)](#installation) [![一键安装脚本](https://img.shields.io/static/v1?label=&message=一键安装脚本&color=gray)](https://github.com/binary-husky/gpt_academic/releases) [![配置说明](https://img.shields.io/static/v1?label=&message=配置说明&color=gray)](https://github.com/binary-husky/gpt_academic/wiki/项目配置说明) [![wiki](https://img.shields.io/static/v1?label=&message=wiki&color=gray)]([https://github.com/binary-husky/gpt_academic/wiki/项目配置说明](https://github.com/binary-husky/gpt_academic/wiki)) + Hello GPT +首先，感谢以下几位大佬的开源项目，如果没有xxx，就没有xxx（此处省略一万字） +如果你喜欢这个项目，麻烦一键（给我一个Satr）三连（下面的项目三连Star）！🙇🙇🙇🙇 + 特别鸣谢（插件+代码基座）：[binary-husky/gpt_academic](https://github.com/binary-husky/gpt_academic) > -> 2.本项目兼容并鼓励尝试国内中文大语言基座模型如通义千问，智谱GLM等。支持多个api-key共存，可在配置文件中填写如`API_KEY="openai-key1,openai-key2,azure-key3,api2d-key4"`。需要临时更换`API_KEY`时，在输入区输入临时的`API_KEY`然后回车键提交即可生效。 - -

- -
- -功能（⭐= 近期新增功能） | 描述 ---- | --- -⭐[接入新模型](https://github.com/binary-husky/gpt_academic/wiki/%E5%A6%82%E4%BD%95%E5%88%87%E6%8D%A2%E6%A8%A1%E5%9E%8B) | 百度[千帆](https://cloud.baidu.com/doc/WENXINWORKSHOP/s/Nlks5zkzu)与文心一言, 通义千问[Qwen](https://modelscope.cn/models/qwen/Qwen-7B-Chat/summary)，上海AI-Lab[书生](https://github.com/InternLM/InternLM)，讯飞[星火](https://xinghuo.xfyun.cn/)，[LLaMa2](https://huggingface.co/meta-llama/Llama-2-7b-chat-hf)，[智谱GLM4](https://open.bigmodel.cn/)，DALLE3, [DeepseekCoder](https://coder.deepseek.com/) -⭐支持mermaid图像渲染 | 支持让GPT生成[流程图](https://www.bilibili.com/video/BV18c41147H9/)、状态转移图、甘特图、饼状图、GitGraph等等（3.7版本） -⭐Arxiv论文精细翻译 ([Docker](https://github.com/binary-husky/gpt_academic/pkgs/container/gpt_academic_with_latex)) | [插件] 一键[以超高质量翻译arxiv论文](https://www.bilibili.com/video/BV1dz4y1v77A/)，目前最好的论文翻译工具 -⭐[实时语音对话输入](https://github.com/binary-husky/gpt_academic/blob/master/docs/use_audio.md) | [插件] 异步[监听音频](https://www.bilibili.com/video/BV1AV4y187Uy/)，自动断句，自动寻找回答时机 -⭐AutoGen多智能体插件 | [插件] 借助微软AutoGen，探索多Agent的智能涌现可能！ -⭐虚空终端插件 | [插件] 能够使用自然语言直接调度本项目其他插件 -润色、翻译、代码解释 | 一键润色、翻译、查找论文语法错误、解释代码 -[自定义快捷键](https://www.bilibili.com/video/BV14s4y1E7jN) | 支持自定义快捷键 -模块化设计 | 支持自定义强大的[插件](https://github.com/binary-husky/gpt_academic/tree/master/crazy_functions)，插件支持[热更新](https://github.com/binary-husky/gpt_academic/wiki/%E5%87%BD%E6%95%B0%E6%8F%92%E4%BB%B6%E6%8C%87%E5%8D%97) -[程序剖析](https://www.bilibili.com/video/BV1cj411A7VW) | [插件] 一键剖析Python/C/C++/Java/Lua/...项目树 或 [自我剖析](https://www.bilibili.com/video/BV1cj411A7VW) -读论文、[翻译](https://www.bilibili.com/video/BV1KT411x7Wn)论文 | [插件] 一键解读latex/pdf论文全文并生成摘要 -Latex全文[翻译](https://www.bilibili.com/video/BV1nk4y1Y7Js/)、[润色](https://www.bilibili.com/video/BV1FT411H7c5/) | [插件] 一键翻译或润色latex论文 -批量注释生成 | [插件] 一键批量生成函数注释 -Markdown[中英互译](https://www.bilibili.com/video/BV1yo4y157jV/) | [插件] 看到上面5种语言的[README](https://github.com/binary-husky/gpt_academic/blob/master/docs/README_EN.md)了吗？就是出自他的手笔 -[PDF论文全文翻译功能](https://www.bilibili.com/video/BV1KT411x7Wn) | [插件] PDF论文提取题目&摘要+翻译全文（多线程） -[Arxiv小助手](https://www.bilibili.com/video/BV1LM4y1279X) | [插件] 输入arxiv文章url即可一键翻译摘要+下载PDF -Latex论文一键校对 | [插件] 仿Grammarly对Latex文章进行语法、拼写纠错+输出对照PDF -[谷歌学术统合小助手](https://www.bilibili.com/video/BV19L411U7ia) | [插件] 给定任意谷歌学术搜索页面URL，让gpt帮你[写relatedworks](https://www.bilibili.com/video/BV1GP411U7Az/) -互联网信息聚合+GPT | [插件] 一键[让GPT从互联网获取信息](https://www.bilibili.com/video/BV1om4y127ck)回答问题，让信息永不过时 -公式/图片/表格显示 | 可以同时显示公式的[tex形式和渲染形式](https://user-images.githubusercontent.com/96192199/230598842-1d7fcddd-815d-40ee-af60-baf488a199df.png)，支持公式、代码高亮 -启动暗色[主题](https://github.com/binary-husky/gpt_academic/issues/173) | 在浏览器url后面添加```/?__theme=dark```可以切换dark主题 -[多LLM模型](https://www.bilibili.com/video/BV1wT411p7yf)支持 | 同时被GPT3.5、GPT4、[清华ChatGLM2](https://github.com/THUDM/ChatGLM2-6B)、[复旦MOSS](https://github.com/OpenLMLab/MOSS)伺候的感觉一定会很不错吧？ -更多LLM模型接入，支持[huggingface部署](https://huggingface.co/spaces/qingxu98/gpt-academic) | 加入Newbing接口(新必应)，引入清华[Jittorllms](https://github.com/Jittor/JittorLLMs)支持[LLaMA](https://github.com/facebookresearch/llama)和[盘古α](https://openi.org.cn/pangu/) -⭐[void-terminal](https://github.com/binary-husky/void-terminal) pip包 | 脱离GUI，在Python中直接调用本项目的所有函数插件（开发中） -更多新功能展示 (图像生成等) …… | 见本文档结尾处 …… -
- - -- 新界面（修改`config.py`中的LAYOUT选项即可实现“左右布局”和“上下布局”的切换） -
- -
- - -- 所有按钮都通过读取functional.py动态生成，可随意加自定义功能，解放剪贴板 -
- -
- -- 润色/纠错 -
- -
+> 前端（Gradio+js）：[GaiZhenbiao/ChuanhuChatGPT](https://github.com/GaiZhenbiao/ChuanhuChatGPT) +> +> 知识库功能（Knowledge Base+FastApi）：[chatchat-space/Langchain-Chatchat](https://github.com/chatchat-space/Langchain-Chatchat) -- 如果输出包含公式，会以tex形式和渲染形式同时显示，方便复制和阅读 -
- -
+# 项目介绍 -- 懒得看项目代码？直接把整个工程炫ChatGPT嘴里 -
- -
+基于`学术优化项目`优秀的**插件**能力，期望完成一系列Ai赋能测试（偷懒）的解决方案。 -- 多种大语言模型混合调用（ChatGLM + OpenAI-GPT3.5 + GPT4） -
- -
+适配`Chuanhu、Keldos` 项目巨巨巨好看的前端，支持对话管理，用的舒心。 -

+适配`Chatchat`项目巨巨巨牛逼的知识库管理，支持私有化部署，用的放心。 # Installation @@ -138,35 +52,41 @@ flowchart TD 1. 下载项目 - ```sh - git clone --depth=1 https://github.com/binary-husky/gpt_academic.git - cd gpt_academic - ``` + ```sh + git clone --depth=1 https://github.com/binary-husky/gpt_academic.git + cd gpt_academic + ``` 2. 配置API_KEY等变量 - 在`config.py`中，配置API KEY等变量。[特殊网络环境设置方法](https://github.com/binary-husky/gpt_academic/issues/1)、[Wiki-项目配置说明](https://github.com/binary-husky/gpt_academic/wiki/项目配置说明)。 + 在`config.py`中，配置API KEY等变量。[特殊网络环境设置方法](https://github.com/binary-husky/gpt_academic/issues/1)、[Wiki-项目配置说明](https://github.com/binary-husky/gpt_academic/wiki/项目配置说明)。 - 「 程序会优先检查是否存在名为`config_private.py`的私密配置文件，并用其中的配置覆盖`config.py`的同名配置。如您能理解以上读取逻辑，我们强烈建议您在`config.py`同路径下创建一个名为`config_private.py`的新配置文件，并使用`config_private.py`配置项目，从而确保自动更新时不会丢失配置 」。 + 「 程序会优先检查是否存在名为`config_private.py`的私密配置文件，并用其中的配置覆盖`config.py`的同名配置。如您能理解以上读取逻辑，我们强烈建议您在`config.py`同路径下创建一个名为`config_private.py`的新配置文件，并使用`config_private.py`配置项目，从而确保自动更新时不会丢失配置 」。 - 「 支持通过`环境变量`配置项目，环境变量的书写格式参考`docker-compose.yml`文件或者我们的[Wiki页面](https://github.com/binary-husky/gpt_academic/wiki/项目配置说明)。配置读取优先级: `环境变量` > `config_private.py` > `config.py` 」。 + 「 支持通过`环境变量`配置项目，环境变量的书写格式参考`docker-compose.yml`文件或者我们的[Wiki页面](https://github.com/binary-husky/gpt_academic/wiki/项目配置说明)。配置读取优先级: `环境变量` > `config_private.py` > `config.py` 」。 3. 安装依赖 - ```sh - # （选择I: 如熟悉python, python推荐版本 3.9 ~ 3.11）备注：使用官方pip源或者阿里pip源, 临时换源方法：python -m pip install -r requirements.txt -i https://mirrors.aliyun.com/pypi/simple/ - python -m pip install -r requirements.txt - - # （选择II: 使用Anaconda）步骤也是类似的 (https://www.bilibili.com/video/BV1rc411W7Dr)： - conda create -n gptac_venv python=3.11 # 创建anaconda环境 - conda activate gptac_venv # 激活anaconda环境 - python -m pip install -r requirements.txt # 这个步骤和pip安装一样的步骤 - ``` + + ```sh + # （选择I: 如熟悉python, python推荐版本 3.9 ~ 3.11）备注：使用官方pip源或者阿里pip源, 临时换源方法：python -m pip install -r requirements.txt -i https://mirrors.aliyun.com/pypi/simple/ + python -m pip install -r requirements.txt + + # （选择II: 使用Anaconda）步骤也是类似的 (https://www.bilibili.com/video/BV1rc411W7Dr)： + conda create -n gptac_venv python=3.11 # 创建anaconda环境 + conda activate gptac_venv # 激活anaconda环境 + python -m pip install -r requirements.txt # 这个步骤和pip安装一样的步骤 + # 初始化知识库 + python common/init_database.py --recreate-vs + # 初始化提示词 + python common/init_database.py --import-pdb + ```
如果需要支持清华ChatGLM2/复旦MOSS/RWKV作为后端，请点击展开此处

+ 【可选步骤】如果需要支持清华ChatGLM3/复旦MOSS作为后端，需要额外安装更多依赖（前提条件：熟悉Python + 用过Pytorch + 电脑配置够强）： ```sh @@ -195,248 +115,78 @@ pip install peft

- - 4. 运行 - ```sh - python main.py - ``` + + ```sh + python __main__.py + ``` ### 安装方法II：使用Docker 0. 部署项目的全部能力（这个是包含cuda和latex的大型镜像。但如果您网速慢、硬盘小，则不推荐该方法部署完整项目） -[![fullcapacity](https://github.com/binary-husky/gpt_academic/actions/workflows/build-with-all-capacity.yml/badge.svg?branch=master)](https://github.com/binary-husky/gpt_academic/actions/workflows/build-with-all-capacity.yml) + [![fullcapacity](https://github.com/binary-husky/gpt_academic/actions/workflows/build-with-all-capacity.yml/badge.svg?branch=master)](https://github.com/binary-husky/gpt_academic/actions/workflows/build-with-all-capacity.yml) ``` sh - # 修改docker-compose.yml，保留方案0并删除其他方案。然后运行： - docker-compose up + # 修改docker-compose.yml，保留方案0并删除其他方案。然后运行： + docker-compose up ``` 1. 仅ChatGPT + GLM4 + 文心一言+spark等在线模型（推荐大多数人选择） -[![basic](https://github.com/binary-husky/gpt_academic/actions/workflows/build-without-local-llms.yml/badge.svg?branch=master)](https://github.com/binary-husky/gpt_academic/actions/workflows/build-without-local-llms.yml) -[![basiclatex](https://github.com/binary-husky/gpt_academic/actions/workflows/build-with-latex.yml/badge.svg?branch=master)](https://github.com/binary-husky/gpt_academic/actions/workflows/build-with-latex.yml) -[![basicaudio](https://github.com/binary-husky/gpt_academic/actions/workflows/build-with-audio-assistant.yml/badge.svg?branch=master)](https://github.com/binary-husky/gpt_academic/actions/workflows/build-with-audio-assistant.yml) + [![basic](https://github.com/binary-husky/gpt_academic/actions/workflows/build-without-local-llms.yml/badge.svg?branch=master)](https://github.com/binary-husky/gpt_academic/actions/workflows/build-without-local-llms.yml) + [![basiclatex](https://github.com/binary-husky/gpt_academic/actions/workflows/build-with-latex.yml/badge.svg?branch=master)](https://github.com/binary-husky/gpt_academic/actions/workflows/build-with-latex.yml) + [![basicaudio](https://github.com/binary-husky/gpt_academic/actions/workflows/build-with-audio-assistant.yml/badge.svg?branch=master)](https://github.com/binary-husky/gpt_academic/actions/workflows/build-with-audio-assistant.yml) ``` sh - # 修改docker-compose.yml，保留方案1并删除其他方案。然后运行： - docker-compose up + # 修改docker-compose.yml，保留方案1并删除其他方案。然后运行： + docker-compose up ``` P.S. 如果需要依赖Latex的插件功能，请见Wiki。另外，您也可以直接使用方案4或者方案0获取Latex功能。 2. ChatGPT + GLM3 + MOSS + LLAMA2 + 通义千问（需要熟悉[Nvidia Docker](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/install-guide.html#installing-on-ubuntu-and-debian)运行时） -[![chatglm](https://github.com/binary-husky/gpt_academic/actions/workflows/build-with-chatglm.yml/badge.svg?branch=master)](https://github.com/binary-husky/gpt_academic/actions/workflows/build-with-chatglm.yml) + [![chatglm](https://github.com/binary-husky/gpt_academic/actions/workflows/build-with-chatglm.yml/badge.svg?branch=master)](https://github.com/binary-husky/gpt_academic/actions/workflows/build-with-chatglm.yml) ``` sh - # 修改docker-compose.yml，保留方案2并删除其他方案。然后运行： - docker-compose up + # 修改docker-compose.yml，保留方案2并删除其他方案。然后运行： + docker-compose up ``` ### 安装方法III：其他部署方法 + 1. **Windows一键运行脚本**。 -完全不熟悉python环境的Windows用户可以下载[Release](https://github.com/binary-husky/gpt_academic/releases)中发布的一键运行脚本安装无本地模型的版本。脚本贡献来源：[oobabooga](https://github.com/oobabooga/one-click-installers)。 + 完全不熟悉python环境的Windows用户可以下载[Release](https://github.com/binary-husky/gpt_academic/releases)中发布的一键运行脚本安装无本地模型的版本。脚本贡献来源：[oobabooga](https://github.com/oobabooga/one-click-installers)。 2. 使用第三方API、Azure等、文心一言、星火等，见[Wiki页面](https://github.com/binary-husky/gpt_academic/wiki/项目配置说明) 3. 云服务器远程部署避坑指南。 -请访问[云服务器远程部署wiki](https://github.com/binary-husky/gpt_academic/wiki/%E4%BA%91%E6%9C%8D%E5%8A%A1%E5%99%A8%E8%BF%9C%E7%A8%8B%E9%83%A8%E7%BD%B2%E6%8C%87%E5%8D%97) + 请访问[云服务器远程部署wiki](https://github.com/binary-husky/gpt_academic/wiki/%E4%BA%91%E6%9C%8D%E5%8A%A1%E5%99%A8%E8%BF%9C%E7%A8%8B%E9%83%A8%E7%BD%B2%E6%8C%87%E5%8D%97) 4. 在其他平台部署&二级网址部署 - - 使用Sealos[一键部署](https://github.com/binary-husky/gpt_academic/issues/993)。 - - 使用WSL2（Windows Subsystem for Linux 子系统）。请访问[部署wiki-2](https://github.com/binary-husky/gpt_academic/wiki/%E4%BD%BF%E7%94%A8WSL2%EF%BC%88Windows-Subsystem-for-Linux-%E5%AD%90%E7%B3%BB%E7%BB%9F%EF%BC%89%E9%83%A8%E7%BD%B2) - - 如何在二级网址（如`http://localhost/subpath`）下运行。请访问[FastAPI运行说明](docs/WithFastapi.md) + - 使用Sealos[一键部署](https://github.com/binary-husky/gpt_academic/issues/993)。 + - 使用WSL2（Windows Subsystem for Linux 子系统）。请访问[部署wiki-2](https://github.com/binary-husky/gpt_academic/wiki/%E4%BD%BF%E7%94%A8WSL2%EF%BC%88Windows-Subsystem-for-Linux-%E5%AD%90%E7%B3%BB%E7%BB%9F%EF%BC%89%E9%83%A8%E7%BD%B2) + - 如何在二级网址（如`http://localhost/subpath`）下运行。请访问[FastAPI运行说明]( -

+# Advanced -# Advanced Usage -### I：自定义新的便捷按钮（学术快捷键） -现在已可以通过UI中的`界面外观`菜单中的`自定义菜单`添加新的便捷按钮。如果需要在代码中定义，请使用任意文本编辑器打开`core_functional.py`，添加如下条目即可： -```python -"超级英译中": { - # 前缀，会被加在你的输入之前。例如，用来描述你的要求，例如翻译、解释代码、润色等等 - "Prefix": "请翻译把下面一段内容成中文，然后用一个markdown表格逐一解释文中出现的专有名词：\n\n", +# 功能介绍 - # 后缀，会被加在你的输入之后。例如，配合前缀可以把你的输入内容用引号圈起来。 - "Suffix": "", -}, -``` +### 基础功能
- +
-### II：自定义函数插件 -编写强大的函数插件来执行任何你想得到的和想不到的任务。 -本项目的插件编写、调试难度很低，只要您具备一定的python基础知识，就可以仿照我们提供的模板实现自己的插件功能。 -详情请参考[函数插件指南](https://github.com/binary-husky/gpt_academic/wiki/%E5%87%BD%E6%95%B0%E6%8F%92%E4%BB%B6%E6%8C%87%E5%8D%97)。 - -

- -# Updates -### I：动态 - -1. 对话保存功能。在函数插件区调用 `保存当前的对话` 即可将当前对话保存为可读+可复原的html文件， -另外在函数插件区（下拉菜单）调用 `载入对话历史存档` ，即可还原之前的会话。 -Tip：不指定文件直接点击 `载入对话历史存档` 可以查看历史html存档缓存。 -
- -
+### 插件功能 -2. ⭐Latex/Arxiv论文翻译功能⭐
- ===> - +
-3. 虚空终端（从自然语言输入中，理解用户意图+自动调用其他插件） +### 知识库 -- 步骤一：输入 “ 请调用插件翻译PDF论文，地址为https://openreview.net/pdf?id=rJl0r3R9KX ” -- 步骤二：点击“虚空终端” - -
- -
- -4. 模块化功能设计，简单的接口却能支持强大的功能 -
- - -
- -5. 译解其他开源项目 -
- - -
- -6. 装饰[live2d](https://github.com/fghrsh/live2d_demo)的小功能（默认关闭，需要修改`config.py`）
- +
- -7. OpenAI图像生成 -
- -
- -8. 基于mermaid的流图、脑图绘制 -
- -
- -9. Latex全文校对纠错 -
- ===> - -
- -10. 语言、主题切换 -
- -
- - - -### II：版本: -- version 3.80(TODO): 优化AutoGen插件主题并设计一系列衍生插件 -- version 3.70: 引入Mermaid绘图，实现GPT画脑图等功能 -- version 3.60: 引入AutoGen作为新一代插件的基石 -- version 3.57: 支持GLM3，星火v3，文心一言v4，修复本地模型的并发BUG -- version 3.56: 支持动态追加基础功能按钮，新汇报PDF汇总页面 -- version 3.55: 重构前端界面，引入悬浮窗口与菜单栏 -- version 3.54: 新增动态代码解释器（Code Interpreter）（待完善） -- version 3.53: 支持动态选择不同界面主题，提高稳定性&解决多用户冲突问题 -- version 3.50: 使用自然语言调用本项目的所有函数插件（虚空终端），支持插件分类，改进UI，设计新主题 -- version 3.49: 支持百度千帆平台和文心一言 -- version 3.48: 支持阿里达摩院通义千问，上海AI-Lab书生，讯飞星火 -- version 3.46: 支持完全脱手操作的实时语音对话 -- version 3.45: 支持自定义ChatGLM2微调模型 -- version 3.44: 正式支持Azure，优化界面易用性 -- version 3.4: +arxiv论文翻译、latex论文批改功能 -- version 3.3: +互联网信息综合功能 -- version 3.2: 函数插件支持更多参数接口 (保存对话功能, 解读任意语言代码+同时询问任意的LLM组合) -- version 3.1: 支持同时问询多个gpt模型！支持api2d，支持多个apikey负载均衡 -- version 3.0: 对chatglm和其他小型llm的支持 -- version 2.6: 重构了插件结构，提高了交互性，加入更多插件 -- version 2.5: 自更新，解决总结大工程源代码时文本过长、token溢出的问题 -- version 2.4: 新增PDF全文翻译功能; 新增输入区切换位置的功能 -- version 2.3: 增强多线程交互性 -- version 2.2: 函数插件支持热重载 -- version 2.1: 可折叠式布局 -- version 2.0: 引入模块化函数插件 -- version 1.0: 基础功能 - -GPT Academic开发者QQ群：`610599535` - -- 已知问题 - - 某些浏览器翻译插件干扰此软件前端的运行 - - 官方Gradio目前有很多兼容性问题，请**务必使用`requirement.txt`安装Gradio** - -```mermaid -timeline LR - title GPT-Academic项目发展历程 - section 2.x - 1.0~2.2: 基础功能: 引入模块化函数插件: 可折叠式布局: 函数插件支持热重载 - 2.3~2.5: 增强多线程交互性: 新增PDF全文翻译功能: 新增输入区切换位置的功能: 自更新 - 2.6: 重构了插件结构: 提高了交互性: 加入更多插件 - section 3.x - 3.0~3.1: 对chatglm支持: 对其他小型llm支持: 支持同时问询多个gpt模型: 支持多个apikey负载均衡 - 3.2~3.3: 函数插件支持更多参数接口: 保存对话功能: 解读任意语言代码: 同时询问任意的LLM组合: 互联网信息综合功能 - 3.4: 加入arxiv论文翻译: 加入latex论文批改功能 - 3.44: 正式支持Azure: 优化界面易用性 - 3.46: 自定义ChatGLM2微调模型: 实时语音对话 - 3.49: 支持阿里达摩院通义千问: 上海AI-Lab书生: 讯飞星火: 支持百度千帆平台 & 文心一言 - 3.50: 虚空终端: 支持插件分类: 改进UI: 设计新主题 - 3.53: 动态选择不同界面主题: 提高稳定性: 解决多用户冲突问题 - 3.55: 动态代码解释器: 重构前端界面: 引入悬浮窗口与菜单栏 - 3.56: 动态追加基础功能按钮: 新汇报PDF汇总页面 - 3.57: GLM3, 星火v3: 支持文心一言v4: 修复本地模型的并发BUG - 3.60: 引入AutoGen - 3.70: 引入Mermaid绘图: 实现GPT画脑图等功能 - 3.80(TODO): 优化AutoGen插件主题: 设计衍生插件 - -``` - - -### III：主题 -可以通过修改`THEME`选项（config.py）变更主题 -1. `Chuanhu-Small-and-Beautiful` [网址](https://github.com/GaiZhenbiao/ChuanhuChatGPT/) - - -### IV：本项目的开发分支 - -1. `master` 分支: 主分支，稳定版 -2. `frontier` 分支: 开发分支，测试版 -3. 如何[接入其他大模型](request_llms/README.md) -4. 访问GPT-Academic的[在线服务并支持我们](https://github.com/binary-husky/gpt_academic/wiki/online) - -### V：参考与学习 - -``` -代码中参考了很多其他优秀项目中的设计，顺序不分先后： - -# 清华ChatGLM2-6B: -https://github.com/THUDM/ChatGLM2-6B - -# 清华JittorLLMs: -https://github.com/Jittor/JittorLLMs - -# ChatPaper: -https://github.com/kaixindelele/ChatPaper - -# Edge-GPT: -https://github.com/acheong08/EdgeGPT - -# ChuanhuChatGPT: -https://github.com/GaiZhenbiao/ChuanhuChatGPT - -# Oobabooga one-click installer: -https://github.com/oobabooga/one-click-installers - -# More： -https://github.com/gradio-app/gradio -https://github.com/fghrsh/live2d_demo -``` diff --git a/__main__.py b/__main__.py new file mode 100644 index 000000000..46077bd6a --- /dev/null +++ b/__main__.py @@ -0,0 +1,606 @@ +import os +import gradio as gr +from chromadb.api import fastapi +import fastapi + +from common.utils import list_local_embed_models +from request_llms.bridge_all import predict +from common.toolbox import find_free_port, on_file_uploaded, \ + get_conf, ArgsGeneralWrapper +from webui_elem.overwrites import postprocess_chat_messages, postprocess, reload_javascript +# 问询记录, python 版本建议3.9+（越新越好） +# 一些普通功能模块 +from common.core_functional import get_core_functions +from common.logger_handler import init_path + +functional = get_core_functions() + +# 处理markdown文本格式的转变 暂时屏蔽这个高亮代码 +# gr.Chatbot.postprocess = format_io +gr.Chatbot._postprocess_chat_messages = postprocess_chat_messages +gr.Chatbot.postprocess = postprocess + +# 代理与自动更新 +from common.check_proxy import check_proxy, auto_update +from common.func_box import ipaddr, txt_converter_json, get_files_and_dirs +from webui_elem import func_signals, webui_local +from common.gr_converter_html import get_html + +os.makedirs("gpt_log", exist_ok=True) +print("所有问询记录将自动保存在本地目录./gpt_log/chat_secrets.log, 请注意自我隐私保护哦！") + +# 建议您复制一个config_private.py放自己的秘密, 如API和代理网址, 避免不小心传github被别人看到 +proxies, WEB_PORT, LLM_MODEL, CONCURRENT_COUNT, AUTHENTICATION, LAYOUT, API_KEY, AVAIL_LLM_MODELS, CUSTOM_PATH = \ + get_conf('proxies', 'WEB_PORT', 'LLM_MODEL', 'CONCURRENT_COUNT', 'AUTHENTICATION', 'LAYOUT', + 'API_KEY', 'AVAIL_LLM_MODELS', 'CUSTOM_PATH') + +proxy_info = check_proxy(proxies) +# 如果WEB_PORT是-1, 则随机选取WEB端口 +PORT = find_free_port() if WEB_PORT <= 0 else WEB_PORT +os.environ['no_proxy'] = '*' # 避免代理网络产生意外污染 +i18n = webui_local.I18nAuto() + +from webui_elem.layout_history_menu import LeftElem +from webui_elem.layout_chatbot_area import ChatbotElem +from webui_elem.layout_tools_menu import RightElem +from webui_elem.layout_popup_wrapper import Settings, Config, FakeComponents, AdvancedSearch, Prompt, GptsStore + + +class ChatBot(LeftElem, ChatbotElem, RightElem, Settings, Config, FakeComponents, AdvancedSearch, Prompt, GptsStore): + + def __init__(self): + super().__init__() + self.initial_prompt = "" + self.cancel_handles = [] + self.app_name = get_conf('APPNAME') + self.__url = f'http://{ipaddr()}:{PORT}' + # self.__gr_url = gr.State(self.__url) + + def signals_sm_btn(self): + self.model_select_dropdown.select(func_signals.update_chat, inputs=[self.model_select_dropdown, self.cookies], + outputs=[self.chatbot, self.cookies]) + self.sm_upload.upload(on_file_uploaded, [self.sm_upload, self.chatbot, self.user_input, self.cookies], + [self.chatbot, self.user_input]) + self.sm_upload.clear(fn=func_signals.sm_upload_clear, + inputs=[self.cookies], + outputs=[self.sm_upload, self.cookies]) + self.sm_code_block.click(fn=lambda x: x + '```\n\n```', inputs=[self.user_input], outputs=[self.user_input]) + self.sm_upload_history.click(func_signals.get_user_upload, [self.chatbot, self.user_input], + outputs=[self.chatbot]) + self.sm_history.click(fn=None, inputs=None, outputs=None, _js='()=>{menuClick();}') + # self.langchain_dropdown.select(fn=Langchain_cn.obtaining_knowledge_base_files, + # inputs=[self.langchain_dropdown, self.chatbot, + # self.models_box], + # outputs=[self.chatbot, self.status_display] + # ) + self.delLastBtn.click(func_signals.delete_latest_chat, inputs=[self.chatbot, self.history, self.cookies], + outputs=[self.chatbot, self.history, self.cookies]) + self.retry_queue = self.retryBtn.click(fn=ArgsGeneralWrapper(predict), + inputs=self.input_combo + [gr.State('RetryChat')], + outputs=self.output_combo, show_progress=True) + self.cancel_handles.append(self.retry_queue) + + def signals_prompt_func(self): + self.multiplexing_edit_check.change(fn=func_signals.change_check_txt, + inputs=[self.multiplexing_edit_check, self.pro_fp_state], + outputs=[self.pro_func_prompt]) + self.pro_private_check.select(fn=func_signals.prompt_reduce, + inputs=[self.pro_private_check, self.pro_fp_state], + outputs=[self.pro_func_prompt, self.pro_fp_state, self.pro_private_check] + ) + self.pro_func_prompt.select(fn=func_signals.prompt_input, + inputs=[self.multiplexing_edit_check, self.user_input, self.cookies, + self.model_select_dropdown, self.pro_func_prompt, self.pro_fp_state], + outputs=[self.treasure_bag_tab, + self.prompt_cls_select, self.pro_edit_txt, self.pro_name_txt, + self.mask_cls_select, self.masks_dataset, self.masks_name_txt, + *self.llms_cookies_combo, gr.State(), + self.historySelectList, self.saveFileName, + self.user_input], + _js='(a,b,c,e,f)=>{return reuse_or_edit(a,b,c,e,f);}') + self.prompt_search_txt.submit(fn=func_signals.prompt_search, + inputs=[self.pro_private_check, self.prompt_search_txt, + self.pro_tf_slider, self.pro_fp_state], + outputs=[self.pro_func_prompt, self.pro_fp_state]) + self.pro_upload_btn.upload(fn=func_signals.prompt_upload_refresh, + inputs=[self.pro_upload_btn, self.pro_history_state, self.pro_private_check], + outputs=[self.pro_func_prompt, self.pro_history_state, self.pro_private_check]) + + def signals_prompt_edit(self): + self.history_search_txt.submit(fn=func_signals.draw_results, + inputs=[self.history_search_txt, self.pro_history_state, self.pro_tf_slider], + outputs=[self.pro_history_list, self.pro_history_state]) + self.pro_history_list.click(fn=func_signals.show_prompt_result, + inputs=[self.pro_history_list, self.pro_history_state, self.cookies], + outputs=[self.historySelectList, *self.llms_cookies_combo], + ).then(None, None, None, _js='()=>{closeBtnClick();}') + self.pro_del_btn.click(func_signals.prompt_delete, + inputs=[self.pro_name_txt, self.pro_fp_state, self.prompt_cls_select], + outputs=[self.pro_func_prompt, self.pro_fp_state, self.spike_toast]) + self.pro_new_btn.click(None, None, None, _js='()=>{closeBtnClick();}') + self.pro_new_btn.click(fn=func_signals.prompt_save, + inputs=[self.pro_edit_txt, self.pro_name_txt, self.pro_fp_state, self.prompt_cls_select], + outputs=[self.pro_func_prompt, self.pro_fp_state, self.spike_toast]) + + def signals_masks(self): + self.masks_dataset.change(fn=func_signals.mask_setting_role, inputs=[self.masks_dataset], + outputs=[self.masks_dataset, self.mask_preview_chat]) + self.masks_delete_btn.click(fn=func_signals.mask_del_new_row, inputs=[self.masks_dataset], + outputs=[self.masks_dataset]) + self.masks_clear_btn.click(func_signals.mask_clear_all, + inputs=[self.masks_dataset, + gr.HTML(value=i18n('Mask Tab'), visible=False), + gr.HTML(value=i18n('Clear All'), visible=False)], + outputs=[self.masks_dataset], + _js='(a,b,c)=>{return showConfirmationDialog(a,b,c);}') + self.masks_del_btn.click(func_signals.prompt_delete, + inputs=[self.masks_name_txt, self.pro_fp_state, self.mask_cls_select], + outputs=[self.pro_func_prompt, self.pro_fp_state, self.spike_toast]) + self.masks_new_btn.click(None, None, None, _js='()=>{closeBtnClick();}') + self.masks_new_btn.click(fn=func_signals.prompt_save, + inputs=[self.masks_dataset, self.masks_name_txt, + self.pro_fp_state, self.mask_cls_select], + outputs=[self.pro_func_prompt, self.pro_fp_state, self.spike_toast]) + + def signals_reader(self): + self.reader_upload.upload(fn=func_signals.reader_analysis_output, + inputs=[self.reader_upload, self.reader_copy, self.reader_choice], + outputs=[self.reader_show, self.reader_copy, self.spike_toast]) + self.reader_copy.input(fn=func_signals.reader_analysis_output, + inputs=[self.reader_upload, self.reader_copy, self.reader_choice], + outputs=[self.reader_show, self.reader_copy, self.spike_toast]) + + def signals_gpts_store(self): + for tag in self.gpts_tags_mapping: + self.gpts_tags_mapping[tag]['tab'].select( + fn=func_signals.gpts_tag_select, + inputs=[gr.HTML(value='', visible=False), self.gpts_samples_mapping[tag]], + outputs=[self.gpts_tags_mapping[tag]['data_set'], self.gpts_samples_mapping[tag]], + _js="(a, b)=>{return gpts_tabs_select(a, b);}") + + self.gpts_tags_mapping[tag]['data_set'].click(None, None, None, _js='()=>{closeBtnClick();}') + self.gpts_tags_mapping[tag]['data_set'].click( + fn=func_signals.gpts_select_model, + inputs=[self.gpts_tags_mapping[tag]['data_set'], self.gpts_samples_mapping[tag], self.cookies], + outputs=[self.historySelectList, self.model_select_dropdown, *self.llms_cookies_combo]) + key_search = '🔍 关键词搜索' + self.gpts_tags_mapping[key_search]['search'].submit( + fn=func_signals.gpts_tag_select, + inputs=[self.gpts_tags_mapping[key_search]['search'], self.gpts_samples_mapping[key_search]], + outputs=[self.gpts_tags_mapping[key_search]['data_set'], self.gpts_samples_mapping[key_search]] + ) + + def signals_plugin(self): + from common.crazy_functional import crazy_fns_role, crazy_fns + fn_btn_dict = {crazy_fns_role[role][k]['Button']: {role: k} for role in crazy_fns_role for k in + crazy_fns_role[role] if crazy_fns_role[role][k].get('Button')} + + def show_plugin_btn(plu_list): + new_btn_list = [] + fns_list = [] + if not plu_list: + return [*[fns.update(visible=False) for fns in fn_btn_dict], gr.update(choices=[])] + else: + for fns in fn_btn_dict: + if list(fn_btn_dict[fns].keys())[0] in plu_list: + new_btn_list.append(fns.update(visible=True)) + else: + new_btn_list.append(fns.update(visible=False)) + for role in crazy_fns_role: + if role in plu_list: + for k in crazy_fns_role[role]: + if not crazy_fns_role[role][k].get("AsButton", True): + fns_list.append(k) + elif crazy_fns_role[role][k].get('AdvancedArgs', False): + fns_list.append(k) + return [*new_btn_list, gr.update(choices=fns_list)] + + # 文件上传区，接收文件后与chatbot的互动 + self.file_upload.upload(on_file_uploaded, [self.file_upload, self.chatbot, self.user_input, self.cookies], + [self.chatbot, self.user_input]) + # 函数插件-固定按钮区 + self.plugin_dropdown.select(fn=show_plugin_btn, inputs=[self.plugin_dropdown], + outputs=[*fn_btn_dict.keys(), self.dropdown_fn]) + for i in crazy_fns_role: + role_fns = crazy_fns_role[i] + for k in role_fns: + if not role_fns[k].get("AsButton", True): continue + click_handle = role_fns[k]["Button"].click(**self.clear_agrs).then( + ArgsGeneralWrapper(role_fns[k]["Function"]), + [*self.input_combo, gr.State(k), + gr.State(role_fns[k].get('Parameters', False))], + self.output_combo) + # click_handle.then(on_report_generated, [self.cookies, self.file_upload, self.chatbot], + # [self.cookies, self.file_upload, self.chatbot]) + self.cancel_handles.append(click_handle) + + # 函数插件-下拉菜单与随变按钮的互动 + def on_dropdown_changed(k): + # 按钮颜色随变 + variant = crazy_fns[k]["Color"] if "Color" in crazy_fns[k] else "secondary" + ret = {self.switchy_bt: self.switchy_bt.update(value=k, variant=variant, visible=True), + self.area_crazy_fn: gr.update()} + # 参数取随变 + fns_value = txt_converter_json(str(crazy_fns[k].get('Parameters', ''))) + fns_lable = f"插件[{k}]的高级参数说明：\n" + crazy_fns[k].get("ArgsReminder", f"没有提供高级参数功能说明") + temp_dict = dict(visible=True, interactive=True, value=str(fns_value), label=fns_lable) + # 是否唤起高级插件参数区 + if crazy_fns[k].get("AdvancedArgs", False): + ret.update( + {self.plugin_advanced_arg: gr.update(**temp_dict), self.area_crazy_fn: gr.update(open=False)}) + else: + ret.update({self.plugin_advanced_arg: gr.update(visible=False, label=f"插件[{k}]不需要高级参数。")}) + return ret + + self.dropdown_fn.select(on_dropdown_changed, [self.dropdown_fn], + [self.switchy_bt, self.plugin_advanced_arg, self.area_crazy_fn]) + + # 随变按钮的回调函数注册 + def route(k, ipaddr: gr.Request, *args, **kwargs): + if k in [r"打开插件列表", r"请先从插件列表中选择"]: return + append = list(args) + append[-1] = txt_converter_json(append[-1]) + append.append(ipaddr) + append.append(k) + args = tuple(append) + yield from ArgsGeneralWrapper(crazy_fns[k]["Function"])(*args, **kwargs) + + click_handle = self.switchy_bt.click(**self.clear_agrs).then( + route, [self.switchy_bt, *self.input_combo], self.output_combo) + # click_handle.then(on_report_generated, + # [self.cookies, self.file_upload, self.chatbot], + # [self.cookies, self.file_upload, self.chatbot]) + self.cancel_handles.append(click_handle) + # 终止按钮的回调函数注册 + self.cancelBtn.click(fn=lambda: (self.cancelBtn.update(visible=False), self.submitBtn.update(visible=True)), + inputs=[], outputs=[self.cancelBtn, self.submitBtn], cancels=self.cancel_handles).then( + fn=func_signals.stop_chat_refresh, inputs=[self.chatbot, self.cookies], + outputs=[] + ) + + def signals_knowledge_base(self): + self.show_hide_combo = [self.new_knowledge_base, self.edit_knowledge_base] + self.file_details_combo = [self.knowledge_base_select, self.edit_kb_introduce, + self.edit_kb_file_list, self.edit_kb_file_details, self.edit_kb_file_fragment] + + self.kb_edit_confirm_combo = [self.edit_kb_upload, self.knowledge_base_select, self.edit_kb_introduce, + self.edit_kb_max_paragraph, self.edit_kb_similarity_paragraph, + self.edit_kb_tokenizer_select, self.edit_kb_loader_select] + + self.knowledge_base_select.select(fn=func_signals.kb_select_show, inputs=[self.knowledge_base_select], + outputs=self.show_hide_combo).then( + fn=func_signals.kb_name_select_then, inputs=[self.knowledge_base_select], + outputs=self.file_details_combo) + + self.new_kb_name.change(fn=func_signals.kb_name_change_btn, inputs=[self.new_kb_name], + outputs=[self.new_kb_confirm_btn]) + + self.edit_kb_upload.change(fn=func_signals.kb_upload_btn, inputs=[self.edit_kb_upload, self.edit_kb_cloud], + outputs=[self.edit_kb_confirm_btn]) + self.edit_kb_cloud.change(fn=func_signals.kb_upload_btn, inputs=[self.edit_kb_upload, self.edit_kb_cloud], + outputs=[self.edit_kb_confirm_btn]) + + self.edit_kb_introduce.input(fn=func_signals.kb_introduce_change_btn, + inputs=[self.knowledge_base_select, self.edit_kb_introduce], + outputs=[self.spike_toast]) + + self.edit_kb_file_fragment_add.click(func_signals.kb_date_add_row, inputs=[self.edit_kb_file_fragment], + outputs=[self.edit_kb_file_fragment]) + + self.new_kb_confirm_btn.click(fn=func_signals.kb_new_confirm, + inputs=[self.new_kb_name, self.new_kb_vector_types, + self.new_kb_embedding_model, self.new_kb_introduce], + outputs=self.show_hide_combo + self.file_details_combo + [self.kb_input_select]) + + self.download_embedding_model.click(func_signals.kb_download_embedding_model, + inputs=[self.select_embedding_model], + outputs=[self.embedding_download_status] + ).then(fn=lambda: gr.update(choices=list_local_embed_models()), + inputs=[], + outputs=[self.new_kb_embedding_model]) + + self.edit_kb_confirm_btn.click(func_signals.kb_file_update_confirm, + inputs=self.kb_edit_confirm_combo + [self.edit_kb_cloud], + outputs=self.file_details_combo) + self.edit_kb_file_list.input( + fn=func_signals.kb_select_file, inputs=[self.knowledge_base_select, self.edit_kb_file_list], + outputs=[self.edit_kb_file_details, self.edit_kb_file_fragment] + ) + + self.edit_knowledge_base_del.click(fn=func_signals.kb_base_del, + inputs=[self.knowledge_base_select, + self.knowledge_base_select, + gr.HTML('删除知识库', + visible=False)], + outputs=self.show_hide_combo + [self.knowledge_base_select, + self.kb_input_select], + _js="(a,b,c)=>{return showConfirmationDialog(a,b,c);}") + self.edit_kb_info_docs_del.click(func_signals.kb_docs_file_source_del, + inputs=[self.knowledge_base_select, self.edit_kb_file_list, + gr.HTML('删除数据源', visible=False)], + outputs=[self.spike_toast, self.edit_kb_file_list, self.edit_kb_file_details, + self.edit_kb_file_fragment], + _js="(a,b,c)=>{return showConfirmationDialog(a,b,c);}") + + self.edit_kb_info_vector_del.click(func_signals.kb_vector_del, + inputs=[self.knowledge_base_select, self.edit_kb_file_list, + self.edit_kb_file_details], + outputs=[self.spike_toast, self.edit_kb_file_details, + self.edit_kb_file_fragment]) + + self.edit_kb_info_reload_vector.click(func_signals.kb_vector_reload, + inputs=self.kb_edit_confirm_combo + [self.edit_kb_file_list], + outputs=[self.spike_toast, self.edit_kb_file_details, + self.edit_kb_file_fragment]) + + self.edit_kb_info_fragment_save.click(fn=func_signals.kb_base_changed_save, + inputs=self.kb_edit_confirm_combo + [self.edit_kb_file_list, + self.edit_kb_file_fragment], + outputs=[self.spike_toast, self.edit_kb_file_fragment]) + + def signals_history(self): + self.llms_cookies_combo = [self.chatbot, self.history, self.cookies, + self.top_p, self.temperature, self.n_choices_slider, self.stop_sequence_txt, + self.presence_penalty_slider, self.frequency_penalty_slider, + self.user_identifier_txt, self.response_format_select, + self.max_context_length_slider, self.max_generation_slider, self.logit_bias_txt, + self.system_prompt, self.model_select_dropdown] + self.historySelectList.input(fn=func_signals.select_history, + inputs=[self.historySelectList, self.model_select_dropdown, self.cookies], + outputs=[*self.llms_cookies_combo, self.saveFileName]) + self.renameHistoryBtn.click(func_signals.rename_history, + inputs=[self.saveFileName, self.historySelectList], + outputs=[self.historySelectList], + _js='(a,b,c,d)=>{return saveChatHistory(a,b,c,d);}') + self.historyDeleteBtn.click(func_signals.delete_history, + inputs=[self.cookies, self.historySelectList, self.historyDeleteBtn], + outputs=[self.historySelectList, *self.llms_cookies_combo], + _js='(a,b,c)=>{return showConfirmationDialog(a,b,c);}') + self.uploadFileBtn.upload(fn=func_signals.import_history, inputs=[self.uploadFileBtn], + outputs=[self.historySelectList]) + self.historyRefreshBtn.click(func_signals.refresh_history, inputs=[self.cookies], + outputs=[self.historySelectList, *self.llms_cookies_combo]) + self.historyDownloadBtn.click(func_signals.download_history_json, inputs=[self.historySelectList], + outputs=[self.status_display]) + self.historyMarkdownDownloadBtn.click(func_signals.download_history_md, inputs=[self.historySelectList], + outputs=[self.status_display]) + self.historyMasksConverterBtn.click(func_signals.converter_history_masks, + inputs=[self.chatbot, self.system_prompt], outputs=[self.masks_dataset] + ).then(lambda: gr.Tabs.update('masks'), + inputs=None, outputs=[self.treasure_bag_tab], + _js='()=>{open_treasure_chest();}') + self.historySearchTextbox.submit(fn=func_signals.draw_results, + inputs=[self.historySearchTextbox, self.pro_history_state, self.pro_tf_slider], + outputs=[self.pro_history_list, self.pro_history_state], + ).then(fn=lambda x: x, inputs=[self.historySearchTextbox], + outputs=[self.history_search_txt]).then(None, None, None, + _js='()=>{openSearch();}') + + self.gptsStoreBtn.click(None, None, None, _js='()=>{openGptsStore();}') + + def signals_input_setting(self): + # 注册input + self.input_combo = [self.cookies, self.max_length_sl, self.model_select_dropdown, self.input_copy, + self.top_p, self.temperature, self.n_choices_slider, self.stop_sequence_txt, + self.max_context_length_slider, self.max_generation_slider, self.presence_penalty_slider, + self.frequency_penalty_slider, self.logit_bias_txt, + self.user_identifier_txt, self.response_format_select, + self.chatbot, self.history, self.system_prompt, self.plugin_advanced_arg, + self.single_turn_checkbox, self.use_websearch_checkbox] + # 知识库 + self.know_combo = [self.kb_input_select, self.vector_search_score, self.vector_search_top_k] + self.input_combo.extend(self.know_combo) + # 高级设置 + self.models_combo = [self.input_models, self.vision_models, self.project_models, self.vector_search_to_history] + self.input_models.input(func_signals.update_models, + inputs=self.models_combo, + outputs=[self.models_box]) + self.vision_models.input(func_signals.update_models, + inputs=self.models_combo, + outputs=[self.models_box]) + self.project_models.input(func_signals.update_models, + inputs=self.models_combo, + outputs=[self.models_box]) + self.vector_search_to_history.input(func_signals.update_models, + inputs=self.models_combo, + outputs=[self.models_box]) + self.setting_combo = [self.models_box, self.history_round_num, self.default_worker_num, + self.ocr_identifying_trust] + self.input_combo.extend(self.setting_combo) + # 个人信息 + self.user_combo = [self.openai_keys, self.wps_cookie, self.qq_cookie, self.feishu_cookie, + self.feishu_project_use_key, self.feishu_project_cookie] + self.input_combo.extend(self.user_combo) + + self.output_combo = [self.cookies, self.chatbot, self.history, self.status_display, self.cancelBtn, + self.submitBtn] + self.predict_args = dict(fn=ArgsGeneralWrapper(predict), inputs=self.input_combo, + outputs=self.output_combo, show_progress=True) + self.clear_agrs = dict(fn=func_signals.clear_input, + inputs=[self.user_input, self.cookies], + outputs=[self.user_input, self.input_copy, self.cancelBtn, self.chatbot, + self.submitBtn, self.historySelectList, self.sm_upload]) + # 提交按钮、重置按钮 + submit_handle = self.user_input.submit(**self.clear_agrs).then(**self.predict_args) + click_handle = self.submitBtn.click(**self.clear_agrs).then(**self.predict_args) + self.cancel_handles.append(submit_handle) + self.cancel_handles.append(click_handle) + self.emptyBtn.click(func_signals.clear_chat_cookie, [self.model_select_dropdown, self.cookies], + [*self.llms_cookies_combo, self.status_display, + self.historySelectList, self.saveFileName]) + self.changeSingleSessionBtn.click( + fn=lambda value: gr.update(value=value), inputs=[self.single_turn_checkbox], + outputs=[self.single_turn_checkbox], _js='(a)=>{return bgChangeSingleSession(a);}' + ) + self.changeOnlineSearchBtn.click( + fn=lambda value: gr.update(value=value), inputs=[self.use_websearch_checkbox], + outputs=[self.use_websearch_checkbox], _js='(a)=>{return bgChangeOnlineSearch(a);}' + ) + + def signals_settings_popup(self): + self.theme_dropdown.select(func_signals.on_theme_dropdown_changed, [self.theme_dropdown], + [self.secret_css, self.theme_dropdown]).then( + None, [self.secret_css], None, _js="(css) => {return setThemeClass(css)}") + self.latex_option.select(fn=func_signals.switch_latex_output, + inputs=[self.latex_option], outputs=[self.chatbot]) + + # gradio的inbrowser触发不太稳定，回滚代码到原始的浏览器打开函数 + def auto_opentab_delay(self, is_open=False): + import threading, webbrowser, time + print(f"如果浏览器没有自动打开，请复制并转到以下URL：") + print(f"\t 本地访问: http://localhost:{PORT}{CUSTOM_PATH}") + print(f"\t 局域网访问: {self.__url}{CUSTOM_PATH}") + if is_open: + def open(): + time.sleep(2) # 打开浏览器 + webbrowser.open_new_tab(f"http://localhost:{PORT}{CUSTOM_PATH}?__theme=dark") + + threading.Thread(target=open, name="open-browser", daemon=True).start() + threading.Thread(target=auto_update, name="self-upgrade", daemon=True).start() + # threading.Thread(target=warm_up_modules, name="warm-up", daemon=True).start() + + def block_title(self): + self.cookies = gr.State({'api_key': API_KEY, 'llm_model': LLM_MODEL}) + self.history = gr.State([]) + with gr.Row(elem_id="chuanhu-header"): + gr.HTML(get_html("header_title.html").format( + app_title=self.app_name), elem_id="app-title") + with gr.Row(elem_id="float-display"): + self.user_info = gr.Markdown( + value="getting user info...", elem_id="user-info") + self.update_info = gr.HTML(get_html("update.html").format( + current_version='', + version_time='', + cancel_btn=i18n("取消"), + update_btn=i18n("更新"), + seenew_btn=i18n("详情"), + ok_btn=i18n("好"), + ), visible=False) + + def main(self): + # 做一些外观色彩上的调整 + from webui_elem.theme import adjust_theme + with gr.Blocks(title=self.app_name, theme=adjust_theme) as self.demo: + self.block_title() + with gr.Row(equal_height=True, elem_id="chuanhu-body"): + self.draw_history_area() + self.draw_chatbot_area() + self.draw_tools_area() + + with gr.Row(elem_id="popup-wrapper"): + with gr.Box(elem_id="chuanhu-popup"): + self.draw_popup_settings() + self.draw_popup_config() + self.draw_popup_fake() + self.draw_popup_search() + self.draw_popup_prompt() + self.draw_popup_gpts() + # 函数注册，需要在Blocks下进行 + self.signals_history() + self.signals_input_setting() + self.signals_sm_btn() + self.signals_prompt_func() + self.signals_prompt_edit() + self.signals_plugin() + self.signals_knowledge_base() + self.signals_reader() + self.signals_settings_popup() + self.signals_masks() + self.signals_gpts_store() + # self.demo.load(fn=func_signals.mobile_access, inputs=[], + # outputs=[self.sm_btn_column, self.langchain_dropdown]) + self.demo.load(fn=func_signals.refresh_load_data, + inputs=[self.pro_fp_state], + outputs=[self.pro_func_prompt, self.pro_fp_state, self.copyright_display, + self.pro_private_check, self.prompt_cls_select, self.mask_cls_select, + self.knowledge_base_select, self.kb_input_select]) + self.demo.load(fn=func_signals.refresh_user_data, + inputs=[self.cookies, gr.State(proxy_info)], + outputs=[self.historySelectList, *self.llms_cookies_combo, + self.saveFileName, self.status_display]) + + # Start + self.auto_opentab_delay() + self.demo.queue(concurrency_count=CONCURRENT_COUNT) + # 过滤掉不允许用户访问的路径 + self.demo.blocked_paths = get_files_and_dirs( + path=init_path.base_path, filter_allow=['users_private', 'gpt_log', 'docs']) + login_html = '登陆即注册，请记住你自己的账号和密码' + self.demo.auth_message = login_html + if AUTHENTICATION == 'SQL': + self.demo.auth = func_signals.user_login + # gr.mount_gradio_app # rewriting + self.demo.dev_mode = False + self.demo.config = self.demo.get_config_file() + self.demo.validate_queue_settings() + self.demo.favicon_path = get_conf('favicon_path') + from gradio.routes import App + gradio_app = App.create_app(self.demo) + return gradio_app + + +def init_gradio_app(): + from common.api_server.gradio_app import file_authorize_user + from common.api_server.base import create_app + + gradio_app = ChatBot().main() + # --- --- replace gradio endpoint to forbid access to sensitive files --- --- + dependencies = [] + endpoint = None + gradio_app: fastapi # 增加类型提示，避免警告 + for route in list(gradio_app.router.routes): + if route.path == "/file/{path:path}": + gradio_app.router.routes.remove(route) + if route.path == "/file={path_or_url:path}": + dependencies = route.dependencies + endpoint = route.endpoint + gradio_app.router.routes.remove(route) + + @gradio_app.get("/file/{path:path}", dependencies=dependencies) + @gradio_app.head("/file={path_or_url:path}", dependencies=dependencies) + @gradio_app.get("/file={path_or_url:path}", dependencies=dependencies) + async def file(path_or_url: str, request: fastapi.Request): + if not file_authorize_user(path_or_url, request, gradio_app): + return {"detail": "Hack me? How dare you?"} + return await endpoint(path_or_url, request) + + server_app = create_app() + + server_app.mount(CUSTOM_PATH, gradio_app) + + # 启用Gradio原生事件，不然会卡Loading哟 + @server_app.on_event("startup") + async def start_queue(): + if gradio_app.get_blocks().enable_queue: + gradio_app.get_blocks().startup_events() + + return server_app + + +def init_start(): + import uvicorn + from common.logger_handler import init_config, logger + # 初始化外部java script + reload_javascript() + # 初始化gradio fastapi + gradio_app = init_gradio_app() + # 检查/初始化数据库 + info_path = os.path.join(init_path.private_knowledge_path, 'info.db') + if not os.path.exists(info_path): + from common.knowledge_base.migrate import create_tables, folder2db + from common.db.repository.prompt_repository import batch_import_prompt_dir + create_tables() + batch_import_prompt_dir() + folder2db([], mode="recreate_vs") + logger.info('create kb tables, initialization Prompt') + # 正式开启启动 + logger.info('start...') + app_reload = get_conf('app_reload') + config = uvicorn.Config(gradio_app, host="0.0.0.0", port=PORT, reload=app_reload) + server = uvicorn.Server(config) + init_config() + server.run() + + +if __name__ == '__main__': + init_start() diff --git a/common/__init__.py b/common/__init__.py new file mode 100644 index 000000000..48c79dbe7 --- /dev/null +++ b/common/__init__.py @@ -0,0 +1,4 @@ +# encoding: utf-8 +# @Time : 2023/7/2 +# @Author : Spike +# @Descr : diff --git a/common/api_server/__init__.py b/common/api_server/__init__.py new file mode 100644 index 000000000..8ced7e676 --- /dev/null +++ b/common/api_server/__init__.py @@ -0,0 +1,4 @@ +# encoding: utf-8 +# @Time : 2024/1/31 +# @Author : Spike +# @Descr : diff --git a/common/api_server/base.py b/common/api_server/base.py new file mode 100644 index 000000000..b75e26cf9 --- /dev/null +++ b/common/api_server/base.py @@ -0,0 +1,137 @@ +# encoding: utf-8 +# @Time : 2023/8/2 +# @Author : Spike +# @Descr : +from fastapi import FastAPI +from common.api_server import gradio_app +from starlette.middleware.sessions import SessionMiddleware +from common.utils import BaseResponse, ListResponse +from typing import List, Literal + +from common.knowledge_base.kb_api import list_kbs, create_kb, delete_kb +from common.knowledge_base.kb_doc_api import (list_files, upload_docs, delete_docs, + update_docs, download_doc, recreate_vector_store, + search_docs, DocumentWithVSId, update_info, + update_docs_by_id) + +from common.knowledge_base.kb_summary_api import (recreate_summary_kb, recreate_summary_file) + + +def mount_knowledge_routes(app: FastAPI): + # app.post("/chat/knowledge_base_chat", + # tags=["Chat"], + # summary="与知识库对话")(knowledge_base_chat) + # + # app.post("/chat/file_chat", + # tags=["Knowledge Base Management"], + # summary="文件对话" + # )(file_chat) + # + # app.post("/chat/agent_chat", + # tags=["Chat"], + # summary="与agent对话")(agent_chat) + + # Tag: Knowledge Base Management + app.get("/knowledge_base/list_knowledge_bases", + tags=["Knowledge Base Management"], + response_model=ListResponse, + summary="获取知识库列表")(list_kbs) + + app.post("/knowledge_base/create_knowledge_base", + tags=["Knowledge Base Management"], + response_model=BaseResponse, + summary="创建知识库" + )(create_kb) + + app.post("/knowledge_base/delete_knowledge_base", + tags=["Knowledge Base Management"], + response_model=BaseResponse, + summary="删除知识库" + )(delete_kb) + + app.get("/knowledge_base/list_files", + tags=["Knowledge Base Management"], + response_model=ListResponse, + summary="获取知识库内的文件列表" + )(list_files) + + app.post("/knowledge_base/search_docs", + tags=["Knowledge Base Management"], + response_model=List[DocumentWithVSId], + summary="搜索知识库" + )(search_docs) + + app.post("/knowledge_base/update_docs_by_id", + tags=["Knowledge Base Management"], + response_model=BaseResponse, + summary="直接更新知识库文档" + )(update_docs_by_id) + + app.post("/knowledge_base/upload_docs", + tags=["Knowledge Base Management"], + response_model=BaseResponse, + summary="上传文件到知识库，并/或进行向量化" + )(upload_docs) + + app.post("/knowledge_base/delete_docs", + tags=["Knowledge Base Management"], + response_model=BaseResponse, + summary="删除知识库内指定文件" + )(delete_docs) + + app.post("/knowledge_base/update_info", + tags=["Knowledge Base Management"], + response_model=BaseResponse, + summary="更新知识库介绍" + )(update_info) + app.post("/knowledge_base/update_docs", + tags=["Knowledge Base Management"], + response_model=BaseResponse, + summary="更新现有文件到知识库" + )(update_docs) + + app.get("/knowledge_base/download_doc", + tags=["Knowledge Base Management"], + summary="下载对应的知识文件")(download_doc) + + app.post("/knowledge_base/recreate_vector_store", + tags=["Knowledge Base Management"], + summary="根据content中文档重建向量库，流式输出处理进度。" + )(recreate_vector_store) + + +def mount_filename_summary_routes(app: FastAPI): + app.post("/knowledge_base/kb_summary_api/summary_file_to_vector_store", + tags=["Knowledge kb_summary_api Management"], + summary="单个知识库根据文件名称摘要" + )(recreate_summary_kb) + app.post("/knowledge_base/kb_summary_api/summary_doc_ids_to_vector_store", + tags=["Knowledge kb_summary_api Management"], + summary="单个知识库根据file摘要", + response_model=BaseResponse, + )(recreate_summary_file) + + +def mount_app_routes(app: FastAPI): + + app.get(path='/favicon.ico', tags=['Gradio Mount'], summary='获取网站icon')(gradio_app.get_favicon) + + app.get(path='/logout', tags=['Gradio Mount'], summary='退出登陆')(gradio_app.logout) + + mount_knowledge_routes(app) + + mount_filename_summary_routes(app) + + +def create_app(): + app = FastAPI() + app.add_middleware(SessionMiddleware, secret_key="!secret") + app.middleware('https')(gradio_app.redirect_authentication) + + mount_app_routes(app) + + return app + + +if __name__ == '__main__': + pass diff --git a/common/api_server/feishu.py b/common/api_server/feishu.py new file mode 100644 index 000000000..538849ad9 --- /dev/null +++ b/common/api_server/feishu.py @@ -0,0 +1,7 @@ +# encoding: utf-8 +# @Time : 2024/1/31 +# @Author : Spike +# @Descr : + + + diff --git a/common/api_server/gpts_store.py b/common/api_server/gpts_store.py new file mode 100644 index 000000000..318cdf893 --- /dev/null +++ b/common/api_server/gpts_store.py @@ -0,0 +1,39 @@ +# encoding: utf-8 +# @Time : 2024/3/24 +# @Author : Spike +# @Descr : +from typing import Dict, List, AnyStr + +import requests +from common import gr_converter_html + + +def get_gpts(): + response = requests.get('https://gpts.ddaiai.com/open/gpts', verify=False) + + return response.json() + + +def search_gpts(query): + params = { + 'q': query, + } + response = requests.get('https://gpts.ddaiai.com/open/gptsapi/search', params=params) + return response.json() + + +def gpts_groups_samples(gpts: List[Dict]) -> List: + group_htmls = [] + for i in gpts: + info = i['info'][:25] + '...' if len(i['info']) > 25 else i['info'] + html = gr_converter_html.get_html('gpts_group.html').format( + logo=i['logo'], title=i['name'], desc=i['info'], hide_desc=info, + like=i['use_cnt'], bed=i['bad'] + ) + group_htmls.append([html, i]) + + return group_htmls + + +if __name__ == '__main__': + get_gpts() diff --git a/common/api_server/gradio_app.py b/common/api_server/gradio_app.py new file mode 100644 index 000000000..8b4a8c003 --- /dev/null +++ b/common/api_server/gradio_app.py @@ -0,0 +1,94 @@ +# encoding: utf-8 +# @Time : 2024/2/17 +# @Author : Spike +# @Descr : +import requests +import os +import httpx +import re +from fastapi import Request, status +from fastapi.responses import RedirectResponse, JSONResponse +from common.path_handler import init_path +from common.toolbox import get_conf, default_user_name + +(cancel_verification, auth_url, auth_cookie_tag, auth_func_based, routing_address, favicon_path, redirect_address, + CUSTOM_PATH) = (get_conf('cancel_verification', 'auth_url', 'auth_cookie_tag', + 'auth_func_based', 'routing_address', 'favicon_path', 'redirect_address', 'CUSTOM_PATH')) + + +def check_cookie(cookie): + header = { + 'Cookie': f"{auth_cookie_tag}={cookie}", + "Origin": '' + } + try: + resp = requests.get(url=auth_url, headers=header, verify=False).json() + user = auth_func_based(resp) + except: + user = cancel_verification + if not user: + return user + else: + return user + + +async def get_favicon(): + return RedirectResponse(url=f'{CUSTOM_PATH}file={favicon_path}') + + +async def redirect_authentication(request: Request, call_next): + if cancel_verification: + cookie = request.cookies.get(f'{auth_cookie_tag}', '') + user = check_cookie(cookie) + if not user: + return RedirectResponse(redirect_address) # 重定向到鉴权网站 + if request.url.path.startswith("/redirect_index/"): + # 转发到对应的域名 + new_path = request.url.path.replace("/redirect_index/", CUSTOM_PATH, 1) + return RedirectResponse(url=new_path) + return await call_next(request) + + +async def homepage(request: Request): + cookie = request.cookies.get(f'{auth_cookie_tag}', '') + user = check_cookie(cookie) + if user: + return RedirectResponse(url=CUSTOM_PATH) + else: + new_website_url = redirect_address # 新网站的URL + return RedirectResponse(new_website_url) + + +async def logout(): + response = RedirectResponse(url=CUSTOM_PATH, status_code=status.HTTP_302_FOUND) + response.delete_cookie('access-token') + response.delete_cookie('access-token-unsecure') + return response + + +def file_authorize_user(path_or_url, request, gradio_app): + PATH_PRIVATE_UPLOAD, PATH_LOGGING = get_conf('PATH_PRIVATE_UPLOAD', 'PATH_LOGGING') + sensitive_path = None + path_or_url = os.path.relpath(path_or_url) + if path_or_url.startswith(PATH_LOGGING): + sensitive_path = os.path.relpath(init_path.logs_path) + if path_or_url.startswith(PATH_PRIVATE_UPLOAD): + sensitive_path = os.path.relpath(init_path.users_private_path) + if sensitive_path: + token = request.cookies.get("access-token") or request.cookies.get("access-token-unsecure") + user = gradio_app.tokens.get(token) # get user + user_name = user if user else request.client.host + allowed_users = [user_name, 'autogen', default_user_name] # three user path that can be accessed + for user_allowed in allowed_users: + # exact match + spilt_path = path_or_url.split(os.sep) + # 用户标志在第二层 + access_2_path = f"{os.sep}".join(spilt_path[:2]) + user_1_allowed_path = f"{os.sep}".join(spilt_path[:1] + [user_allowed]) + # 用户标志在第三层 + access_3_path = f"{os.sep}".join(spilt_path[:3]) + user_2_allowed_path = f"{os.sep}".join(spilt_path[:2] + [user_allowed]) + if access_2_path == user_1_allowed_path or access_3_path == user_2_allowed_path: + return True + return False # "越权访问!" + return True diff --git a/check_proxy.py b/common/check_proxy.py similarity index 76% rename from check_proxy.py rename to common/check_proxy.py index 99592f7ee..9b8e4bf28 100644 --- a/check_proxy.py +++ b/common/check_proxy.py @@ -1,4 +1,3 @@ - def check_proxy(proxies): import requests proxies_https = proxies['https'] if proxies is not None else '无' @@ -7,33 +6,38 @@ def check_proxy(proxies): data = response.json() if 'country_name' in data: country = data['country_name'] - result = f"代理配置 {proxies_https}, 代理所在地：{country}" + result = f"当前访问服务器所在区域: {country}" elif 'error' in data: alternative = _check_with_backup_source(proxies) if alternative is None: - result = f"代理配置 {proxies_https}, 代理所在地：未知，IP查询频率受限" + result = f"当前访问服务器所在区域: 未知，IP查询频率受限" else: - result = f"代理配置 {proxies_https}, 代理所在地：{alternative}" + result = f"当前访问服务器所在区域: {alternative}" else: - result = f"代理配置 {proxies_https}, 代理数据解析失败：{data}" + result = f"服务器区域数据解析失败：{data}" print(result) return result except: - result = f"代理配置 {proxies_https}, 代理所在地查询超时，代理可能无效" + result = f"服务器区域查询超时，代理可能无效" print(result) return result + def _check_with_backup_source(proxies): import random, string, requests random_string = ''.join(random.choices(string.ascii_letters + string.digits, k=32)) - try: return requests.get(f"http://{random_string}.edns.ip-api.com/json", proxies=proxies, timeout=4).json()['dns']['geo'] - except: return None + try: + return requests.get(f"http://{random_string}.edns.ip-api.com/json", proxies=proxies, timeout=4).json()['dns'][ + 'geo'] + except: + return None + def backup_and_download(current_version, remote_version): """ 一键更新协议：备份和下载 """ - from toolbox import get_conf + from common.toolbox import get_conf import shutil import os import requests @@ -71,11 +75,11 @@ def patch_and_restart(path): import sys import time import glob - from colorful import print亮黄, print亮绿, print亮红 + from common.colorful import print亮黄, print亮绿, print亮红 # if not using config_private, move origin config.py as config_private.py - if not os.path.exists('config_private.py'): + if not os.path.exists('../users_data/config_private.py'): print亮黄('由于您没有设置config_private.py私密配置，现将您的现有配置移动至config_private.py以防止配置丢失，', - '另外您可以随时在history子文件夹下找回旧版的程序。') + '另外您可以随时在history子文件夹下找回旧版的程序。') shutil.copyfile('config.py', 'config_private.py') path_new_version = glob.glob(path + '/*-master')[0] dir_util.copy_tree(path_new_version, './') @@ -85,9 +89,11 @@ def patch_and_restart(path): import subprocess subprocess.check_call([sys.executable, '-m', 'pip', 'install', '-r', 'requirements.txt']) except: - print亮红('pip包依赖安装出现问题，需要手动安装新增的依赖库 `python -m pip install -r requirements.txt`，然后在用常规的`python main.py`的方式启动。') + print亮红( + 'pip包依赖安装出现问题，需要手动安装新增的依赖库 `python -m pip install -r requirements.txt`，然后在用常规的`python main.py`的方式启动。') print亮绿('更新完成，您可以随时在history子文件夹下找回旧版的程序，5s之后重启') - print亮红('假如重启失败，您可能需要手动安装新增的依赖库 `python -m pip install -r requirements.txt`，然后在用常规的`python main.py`的方式启动。') + print亮红( + '假如重启失败，您可能需要手动安装新增的依赖库 `python -m pip install -r requirements.txt`，然后在用常规的`python main.py`的方式启动。') print(' ------------------------------ -----------------------------------') for i in reversed(range(8)): time.sleep(1); print(i) os.execl(sys.executable, sys.executable, *sys.argv) @@ -96,7 +102,7 @@ def patch_and_restart(path): def get_current_version(): import json try: - with open('./version', 'r', encoding='utf8') as f: + with open('../version', 'r', encoding='utf8') as f: current_version = json.loads(f.read())['version'] except: current_version = "" @@ -108,7 +114,7 @@ def auto_update(raise_error=False): 一键更新协议：查询版本和用户意见 """ try: - from toolbox import get_conf + from common.toolbox import get_conf import requests import json proxies = get_conf('proxies') @@ -120,12 +126,13 @@ def auto_update(raise_error=False): new_feature = "新功能：" + remote_json_data["new_feature"] else: new_feature = "" - with open('./version', 'r', encoding='utf8') as f: + with open('../version', 'r', encoding='utf8') as f: current_version = f.read() current_version = json.loads(current_version)['version'] - if (remote_version - current_version) >= 0.01-1e-5: - from colorful import print亮黄 - print亮黄(f'\n新版本可用。新版本:{remote_version}，当前版本:{current_version}。{new_feature}') + if (remote_version - current_version) >= 0.01 - 1e-5: + from common.colorful import print亮黄 + print亮黄( + f'\n新版本可用。新版本:{remote_version}，当前版本:{current_version}。{new_feature}') print('（1）Github更新地址:\nhttps://github.com/binary-husky/chatgpt_academic\n') user_instruction = input('（2）是否一键更新代码（Y+回车=确认，输入其他/无输入+回车=不更新）？') if user_instruction in ['Y', 'y']: @@ -135,7 +142,7 @@ def auto_update(raise_error=False): except: msg = '更新失败。' if raise_error: - from toolbox import trimmed_format_exc + from common.toolbox import trimmed_format_exc msg += trimmed_format_exc() print(msg) else: @@ -146,13 +153,14 @@ def auto_update(raise_error=False): except: msg = '自动更新程序：已禁用。建议排查：代理网络配置。' if raise_error: - from toolbox import trimmed_format_exc + from common.toolbox import trimmed_format_exc msg += trimmed_format_exc() print(msg) + def warm_up_modules(): print('正在执行一些模块的预热 ...') - from toolbox import ProxyNetworkActivate + from common.toolbox import ProxyNetworkActivate from request_llms.bridge_all import model_info with ProxyNetworkActivate("Warmup_Modules"): enc = model_info["gpt-3.5-turbo"]['tokenizer'] @@ -160,6 +168,7 @@ def warm_up_modules(): enc = model_info["gpt-4"]['tokenizer'] enc.encode("模块预热", disallowed_special=()) + def warm_up_vectordb(): print('正在执行一些模块的预热 ...') from toolbox import ProxyNetworkActivate @@ -170,7 +179,9 @@ def warm_up_vectordb(): if __name__ == '__main__': import os + os.environ['no_proxy'] = '*' # 避免代理网络产生意外污染 - from toolbox import get_conf + from common.toolbox import get_conf + proxies = get_conf('proxies') check_proxy(proxies) diff --git a/colorful.py b/common/colorful.py similarity index 100% rename from colorful.py rename to common/colorful.py diff --git a/common/configs/__init__.py b/common/configs/__init__.py new file mode 100644 index 000000000..4bfbca539 --- /dev/null +++ b/common/configs/__init__.py @@ -0,0 +1,10 @@ +# encoding: utf-8 +# @Time : 2024/2/17 +# @Author : Spike +# @Descr : +from .model_config import * +from .kb_config import * +from .prompt_config import * + + +VERSION = "v0.2.10" diff --git a/common/configs/kb_config.py b/common/configs/kb_config.py new file mode 100644 index 000000000..b1d722576 --- /dev/null +++ b/common/configs/kb_config.py @@ -0,0 +1,150 @@ +import os +from common.path_handler import init_path + +# 默认使用的知识库 +DEFAULT_KNOWLEDGE_BASE = "samples" + +# 默认向量库/全文检索引擎类型。可选：faiss, milvus(离线) & zilliz(在线), pgvector, chromadb 全文检索引擎es +DEFAULT_VS_TYPE = "faiss" + +# 缓存向量库数量（针对FAISS） +CACHED_VS_NUM = 1 + +# 缓存临时向量库数量（针对FAISS），用于文件对话 +CACHED_MEMO_VS_NUM = 10 + +# 知识库中单段文本长度(不适用MarkdownHeaderTextSplitter) +CHUNK_SIZE = 1024 + +# 知识库中相邻文本重合长度(不适用MarkdownHeaderTextSplitter) +OVERLAP_SIZE = 50 + +# 知识库匹配向量数量 +VECTOR_SEARCH_TOP_K = 3 + +# 知识库匹配的距离阈值，一般取值范围在0-1之间，SCORE越小，距离越小从而相关度越高。 +# 但有用户报告遇到过匹配分值超过1的情况，为了兼容性默认设为1，在WEBUI中调整范围为0-2 +SCORE_THRESHOLD = 1.0 + +# 默认搜索引擎。可选：bing, duckduckgo, metaphor +DEFAULT_SEARCH_ENGINE = "duckduckgo" + +# 搜索引擎匹配结题数量 +SEARCH_ENGINE_TOP_K = 3 + +# Bing 搜索必备变量 +# 使用 Bing 搜索需要使用 Bing Subscription Key,需要在azure port中申请试用bing search +# 具体申请方式请见 +# https://learn.microsoft.com/en-us/bing/search-apis/bing-web-search/create-bing-search-service-resource +# 使用python创建bing api 搜索实例详见: +# https://learn.microsoft.com/en-us/bing/search-apis/bing-web-search/quickstarts/rest/python +BING_SEARCH_URL = "https://api.bing.microsoft.com/v7.0/search" +# 注意不是bing Webmaster Tools的api key， + +# 此外，如果是在服务器上，报Failed to establish a new connection: [Errno 110] Connection timed out +# 是因为服务器加了防火墙，需要联系管理员加白名单，如果公司的服务器的话，就别想了GG +BING_SUBSCRIPTION_KEY = "" + +# metaphor搜索需要KEY +METAPHOR_API_KEY = "" + +# 心知天气 API KEY，用于天气Agent。申请：https://www.seniverse.com/ +SENIVERSE_API_KEY = "" + +# 是否开启中文标题加强，以及标题增强的相关配置 +# 通过增加标题判断，判断哪些文本为标题，并在metadata中进行标记； +# 然后将文本与往上一级的标题进行拼合，实现文本信息的增强。 +# 任何文件转Markdown +LOADER_ENHANCE = ['ReaderMarkdown', 'RapidOCRTitleUP'] +ZH_TITLE_ENHANCE = 'ReaderMarkdown' + +# PDF OCR 控制：只对宽高超过页面一定比例（图片宽/页面宽，图片高/页面高）的图片进行 OCR。 +# 这样可以避免 PDF 中一些小图片的干扰，提高非扫描版 PDF 处理速度 +PDF_OCR_THRESHOLD = (0.6, 0.6) + +# 每个知识库的初始化介绍，用于在初始化知识库时显示和Agent调用，没写则没有介绍，不会被Agent调用。 +KB_INFO = { + "知识库名称": "知识库介绍", + "samples": "关于本项目issue的解答", +} + +# 通常情况下不需要更改以下内容 + +# 知识库默认存储路径 +KB_ROOT_PATH = init_path.private_knowledge_path +# 数据库默认存储路径。 +# 如果使用sqlite，可以直接修改DB_ROOT_PATH；如果使用其它数据库，请直接修改SQLALCHEMY_DATABASE_URI。 +DB_ROOT_PATH = os.path.join(KB_ROOT_PATH, "info.db") +SQLALCHEMY_DATABASE_URI = f"sqlite:///{DB_ROOT_PATH}" + +# 可选向量库类型及对应配置 +kbs_config = { + "faiss": {}, + "milvus": { + "host": "127.0.0.1", + "port": "19530", + "user": "", + "password": "", + "secure": False, + }, + "zilliz": { + "host": "in01-a7ce524e41e3935.ali-cn-hangzhou.vectordb.zilliz.com.cn", + "port": "19530", + "user": "", + "password": "", + "secure": True, + }, + "pg": { + "connection_uri": "postgresql://postgres:postgres@127.0.0.1:5432/langchain_chatchat", + }, + + "es": { + "host": "127.0.0.1", + "port": "9200", + "index_name": "test_index", + "user": "", + "password": "" + }, + "milvus_kwargs": { + "search_params": {"metric_type": "L2"}, # 在此处增加search_params + "index_params": {"metric_type": "L2", "index_type": "HNSW"} # 在此处增加index_params + }, + "chromadb": {} +} +# 下面的模版不要改，也不能改 +file_details_template = { + '文档加载器': [], '分词器': [], '文档片段数量': [], '向量库': [], '源文件': [] +} +file_fragment_template = { + "id": [], 'N': [], '内容': [], '删除': [] +} +# TextSplitter配置项，如果你不明白其中的含义，就不要修改。 +text_splitter_dict = { + "ChineseRecursiveTextSplitter": { + "source": "huggingface", # 选择tiktoken则使用openai的方法 + "tokenizer_name_or_path": "", + }, + "SpacyTextSplitter": { + "source": "huggingface", + "tokenizer_name_or_path": "gpt2", + }, + "RecursiveCharacterTextSplitter": { + "source": "tiktoken", + "tokenizer_name_or_path": "cl100k_base", + }, + "MarkdownHeaderTextSplitter": { + "headers_to_split_on": + [ + ("#", "head1"), + ("##", "head2"), + ("###", "head3"), + ("####", "head4"), + ] + }, +} + +# TEXT_SPLITTER 名称 +TEXT_SPLITTER_NAME = "ChineseRecursiveTextSplitter" + +# Embedding模型定制词语的词表文件 +EMBEDDING_KEYWORD_FILE = "embedding_keywords.txt" diff --git a/common/configs/model_config.py b/common/configs/model_config.py new file mode 100644 index 000000000..4a74526e5 --- /dev/null +++ b/common/configs/model_config.py @@ -0,0 +1,72 @@ +import os +from common.path_handler import init_path +# 可以指定一个绝对路径，统一存放所有的Embedding模型。 +# 每个模型可以是一个单独的目录，也可以是某个目录下的二级子目录。 +# 如果模型目录名称和 MODEL_PATH 中的 key 或 value 相同，程序会自动检测加载，无需修改 MODEL_PATH 中的路径。 +MODEL_ROOT_PATH = "" + +# 选用的 Embedding 名称 +EMBEDDING_MODEL = "bge-small-zh" + +# Embedding 模型运行设备。设为 "auto" 会自动检测(会有警告)，也可手动设定为 "cuda","mps","cpu","xpu" 其中之一。 +EMBEDDING_DEVICE = "auto" + +# 选用的reranker模型 +RERANKER_MODEL = "bge-reranker-large" +# 是否启用reranker模型 +USE_RERANKER = False +RERANKER_MAX_LENGTH = 1024 + +# 如果需要在 EMBEDDING_MODEL 中增加自定义的关键字时配置 +EMBEDDING_KEYWORD_FILE = "keywords.txt" +EMBEDDING_MODEL_OUTPUT_PATH = "output" + +# 要运行的 LLM 名称，可以包括本地模型和在线模型。列表中本地模型将在启动项目时全部加载。 +# 列表中第一个模型将作为 API 和 WEBUI 的默认模型。 +# 在这里，我们使用目前主流的两个离线模型，其中，chatglm3-6b 为默认加载模型。 +# 如果你的显存不足，可使用 Qwen-1_8B-Chat, 该模型 FP16 仅需 3.8G显存。 + +LLM_MODELS = ["gpt-3.5-turbo-16k-0613"] +Agent_MODEL = None + +# LLM 模型运行设备。设为"auto"会自动检测(会有警告)，也可手动设定为 "cuda","mps","cpu","xpu" 其中之一。 +LLM_DEVICE = "auto" + +ONLINE_EMBEDDING_MAPPINGS = { + '' +} + +MODEL_PATH = { + "embed_model": { + "ernie-3.0-nano-zh": "nghuyong/ernie-3.0-nano-zh", + "ernie-3.0-base-zh": "nghuyong/ernie-3.0-base-zh", + "text2vec-base-chinese": "shibing624/text2vec-base-chinese", + "text2vec-large-chinese": "GanymedeNil/text2vec-large-chinese", + "text2vec-base-chinese-paraphrase": "shibing624/text2vec-base-chinese-paraphrase", + "text2vec-base-chinese-sentence": "shibing624/text2vec-base-chinese-sentence", + "text2vec-base-multilingual": "shibing624/text2vec-base-multilingual", + "text2vec-bge-large-chinese": "shibing624/text2vec-bge-large-chinese", + "m3e-small": "moka-ai/m3e-small", + "m3e-base": "moka-ai/m3e-base", + "m3e-large": "moka-ai/m3e-large", + "bge-small-zh": "BAAI/bge-small-zh", + "bge-base-zh": "BAAI/bge-base-zh", + "bge-large-zh": "BAAI/bge-large-zh", + "bge-large-zh-noinstruct": "BAAI/bge-large-zh-noinstruct", + "bge-base-zh-v1.5": "BAAI/bge-base-zh-v1.5", + "bge-large-zh-v1.5": "BAAI/bge-large-zh-v1.5", + "bge-m3": "BAAI/bge-m3", + "piccolo-base-zh": "sensenova/piccolo-base-zh", + "piccolo-large-zh": "sensenova/piccolo-large-zh", + "nlp_gte_sentence-embedding_chinese-large": "damo/nlp_gte_sentence-embedding_chinese-large", + }, + "reranker": { + "bge-reranker-large": "BAAI/bge-reranker-large", + "bge-reranker-base": "BAAI/bge-reranker-base", + } +} + + +# nltk 模型存储路径 +NLTK_DATA_PATH = os.path.join(init_path.nltk_data_path, "nltk_data") + diff --git a/common/configs/prompt_config.py b/common/configs/prompt_config.py new file mode 100644 index 000000000..6fb6996c1 --- /dev/null +++ b/common/configs/prompt_config.py @@ -0,0 +1,127 @@ +# prompt模板使用Jinja2语法，简单点就是用双大括号代替f-string的单大括号 +# 本配置文件支持热加载，修改prompt模板后无需重启服务。 + +# LLM对话支持的变量： +# - input: 用户输入内容 + +# 知识库和搜索引擎对话支持的变量： +# - context: 从检索结果拼接的知识文本 +# - question: 用户提出的问题 + +# Agent对话支持的变量： + +# - tools: 可用的工具列表 +# - tool_names: 可用的工具名称列表 +# - history: 用户和Agent的对话历史 +# - input: 用户输入内容 +# - agent_scratchpad: Agent的思维记录 + +PROMPT_TEMPLATES = { + "llm_chat": { + "default": + '{{ input }}', + + "with_history": + 'The following is a friendly conversation between a human and an AI. ' + 'The AI is talkative and provides lots of specific details from its context. ' + 'If the AI does not know the answer to a question, it truthfully says it does not know.\n\n' + 'Current conversation:\n' + '{history}\n' + 'Human: {input}\n' + 'AI:', + + "py": + '你是一个聪明的代码助手，请你给我写出简单的py代码。 \n' + '{{ input }}', + }, + + + "knowledge_base_chat": { + "default": + '<指令>根据已知信息，简洁和专业的来回答问题。如果无法从中得到答案，请说 “根据已知信息无法回答该问题”，' + '不允许在答案中添加编造成分，答案请使用中文。 \n' + '<已知信息>{{ context }}\n' + '<问题>{{ question }}\n', + + "text": + '<指令>根据已知信息，简洁和专业的来回答问题。如果无法从中得到答案，请说 “根据已知信息无法回答该问题”，答案请使用中文。 \n' + '<已知信息>{{ context }}\n' + '<问题>{{ question }}\n', + + "empty": # 搜不到知识库的时候使用 + '请你回答我的问题:\n' + '{{ question }}\n\n', + }, + + + "search_engine_chat": { + "default": + '<指令>这是我搜索到的互联网信息，请你根据这些信息进行提取并有调理，简洁的回答问题。' + '如果无法从中得到答案，请说 “无法搜索到能回答问题的内容”。 \n' + '<已知信息>{{ context }}\n' + '<问题>{{ question }}\n', + + "search": + '<指令>根据已知信息，简洁和专业的来回答问题。如果无法从中得到答案，请说 “根据已知信息无法回答该问题”，答案请使用中文。 \n' + '<已知信息>{{ context }}\n' + '<问题>{{ question }}\n', + }, + + + "agent_chat": { + "default": + 'Answer the following questions as best you can. If it is in order, you can use some tools appropriately. ' + 'You have access to the following tools:\n\n' + '{tools}\n\n' + 'Use the following format:\n' + 'Question: the input question you must answer1\n' + 'Thought: you should always think about what to do and what tools to use.\n' + 'Action: the action to take, should be one of [{tool_names}]\n' + 'Action Input: the input to the action\n' + 'Observation: the result of the action\n' + '... (this Thought/Action/Action Input/Observation can be repeated zero or more times)\n' + 'Thought: I now know the final answer\n' + 'Final Answer: the final answer to the original input question\n' + 'Begin!\n\n' + 'history: {history}\n\n' + 'Question: {input}\n\n' + 'Thought: {agent_scratchpad}\n', + + "ChatGLM3": + 'You can answer using the tools, or answer directly using your knowledge without using the tools. ' + 'Respond to the human as helpfully and accurately as possible.\n' + 'You have access to the following tools:\n' + '{tools}\n' + 'Use a json blob to specify a tool by providing an action key (tool name) ' + 'and an action_input key (tool input).\n' + 'Valid "action" values: "Final Answer" or [{tool_names}]' + 'Provide only ONE action per $JSON_BLOB, as shown:\n\n' + '```\n' + '{{{{\n' + ' "action": $TOOL_NAME,\n' + ' "action_input": $INPUT\n' + '}}}}\n' + '```\n\n' + 'Follow this format:\n\n' + 'Question: input question to answer\n' + 'Thought: consider previous and subsequent steps\n' + 'Action:\n' + '```\n' + '$JSON_BLOB\n' + '```\n' + 'Observation: action result\n' + '... (repeat Thought/Action/Observation N times)\n' + 'Thought: I know what to respond\n' + 'Action:\n' + '```\n' + '{{{{\n' + ' "action": "Final Answer",\n' + ' "action_input": "Final response to human"\n' + '}}}}\n' + 'Begin! Reminder to ALWAYS respond with a valid json blob of a single action. Use tools if necessary. ' + 'Respond directly if appropriate. Format is Action:```$JSON_BLOB```then Observation:.\n' + 'history: {history}\n\n' + 'Question: {input}\n\n' + 'Thought: {agent_scratchpad}', + } +} diff --git a/core_functional.py b/common/core_functional.py similarity index 96% rename from core_functional.py rename to common/core_functional.py index 594113502..89f4ba425 100644 --- a/core_functional.py +++ b/common/core_functional.py @@ -1,10 +1,11 @@ # 'primary' 颜色对应 theme.py 中的 primary_hue # 'secondary' 颜色对应 theme.py 中的 neutral_hue # 'stop' 颜色对应 theme.py 中的 color_er +# 默认按钮颜色是 secondary import importlib -from toolbox import clear_line_break -from toolbox import apply_gpt_academic_string_mask_langbased -from toolbox import build_gpt_academic_masked_string_langbased +from common.toolbox import clear_line_break +from common.toolbox import apply_gpt_academic_string_mask_langbased +from common.toolbox import build_gpt_academic_masked_string_langbased from textwrap import dedent def get_core_functions(): @@ -169,5 +170,7 @@ def handle_core_functionality(additional_fn, inputs, history, chatbot): return inputs, history if __name__ == "__main__": - t = get_core_functions()["总结绘制脑图"] - print(t["Prefix"] + t["Suffix"]) \ No newline at end of file + t_f = get_core_functions() + for core in get_core_functions(): + t = t_f[core] + print(core + '\n', t["Prefix"] + "\n" + t["Suffix"]) \ No newline at end of file diff --git a/common/crazy_functional.py b/common/crazy_functional.py new file mode 100644 index 000000000..d2647e5aa --- /dev/null +++ b/common/crazy_functional.py @@ -0,0 +1,608 @@ +from common.toolbox import HotReload # HotReload 的意思是热更新，修改函数插件后，不需要重启程序，代码直接生效 +from langchain import agents + + +# < -------------------初始化插件模块--------------- > + + +def get_crazy_functions(): + get_functions_学术优化() + get_functions_文档读取() + get_functions_代码解析() + get_functions_多功能插件() + get_functions_云文档() + get_functions_飞书项目() + return function_plugins + + +def get_functions_学术优化(): + # < -------------------学术研究--------------- > + from crazy_functions import Latex输出PDF结果 + from crazy_functions.读文章写摘要 import 读文章写摘要 + from crazy_functions.Latex全文润色 import Latex英文润色 + from crazy_functions.下载arxiv论文翻译摘要 import 下载arxiv论文并翻译摘要 + from crazy_functions import 谷歌检索小助手 + from crazy_functions import Latex全文润色 + from crazy_functions import Latex全文翻译 + function_plugins['学术研究'] = { + "英文Latex项目全文润色": { + # HotReload 的意思是热更新，修改函数插件代码后，不需要重启程序，代码直接生效 + "Color": "primary", + "AsButton": False, # 加入下拉菜单中 + "Info": "对英文Latex项目全文进行润色处理 | 输入参数为路径或上传压缩包", + "Function": HotReload(Latex英文润色) + }, + "读Tex论文写摘要": { + "Color": "primary", # 按钮颜色 + "AsButton": False, # 加入下拉菜单中 + "Info": "读取Tex论文并写摘要 | 输入参数为路径", + "Function": HotReload(读文章写摘要) + }, + # "[测试功能] 批量总结PDF文档pdfminer": { + # "Color": "primary", + # "AsButton": False, # 加入下拉菜单中 + # "Function": HotReload(批量总结PDF文档pdfminer) + # }, + "谷歌学术检索助手（输入谷歌学术搜索页url）": { + "Color": "primary", + "AsButton": True, # 加入下拉菜单中 + "Info": "使用谷歌学术检索助手搜索指定URL的结果 | 输入参数为谷歌学术搜索页的URL", + "Function": HotReload(谷歌检索小助手) + }, + "英文Latex项目全文纠错": { + # HotReload 的意思是热更新，修改函数插件代码后，不需要重启程序，代码直接生效 + "Color": "primary", + "AsButton": False, # 加入下拉菜单中 + "Info": "对英文Latex项目全文进行纠错处理 | 输入参数为路径或上传压缩包", + "Function": HotReload(Latex全文润色.Latex英文纠错) + }, + "中文Latex项目全文润色（输入路径或上传压缩包）": { + # HotReload 的意思是热更新，修改函数插件代码后，不需要重启程序，代码直接生效 + "Color": "primary", + "AsButton": False, # 加入下拉菜单中 + "Info": "对中文Latex项目全文进行润色处理 | 输入参数为路径或上传压缩包", + "Function": HotReload(Latex全文润色.Latex中文润色) + }, + "Latex项目全文中译英": { + # HotReload 的意思是热更新，修改函数插件代码后，不需要重启程序，代码直接生效 + "Color": "primary", + "AsButton": False, # 加入下拉菜单中 + "Function": HotReload(Latex全文翻译.Latex中译英) + }, + "Latex项目全文英译中": { + # HotReload 的意思是热更新，修改函数插件代码后，不需要重启程序，代码直接生效 + "Color": "primary", + "AsButton": False, # 加入下拉菜单中 + "Function": HotReload(Latex全文翻译.Latex英译中) + }, + "一键下载arxiv论文并翻译摘要（先在input输入编号，如1812.10695）": { + "Color": "primary", + "AsButton": False, # 加入下拉菜单中 + "Function": HotReload(下载arxiv论文并翻译摘要) + }, + "Latex英文纠错+高亮修正位置 [需Latex]": { + "Color": "primary", + "AsButton": False, + "AdvancedArgs": True, + "ArgsReminder": "如果有必要, 请在此处追加更细致的矫错指令（使用英文）。", + "Function": HotReload(Latex输出PDF结果.Latex英文纠错加PDF对比) + }, + "Arixv论文精细翻译（输入arxivID）[需Latex]": { + "Color": "primary", + "AsButton": False, + "AdvancedArgs": True, + "Info": "Arixv论文精细翻译 | 输入参数arxiv论文的ID，比如1812.10695", + "ArgsReminder": + "如果有必要, 请在此处给出自定义翻译命令, 解决部分词汇翻译不Latex英文纠错加PDF对比准确的问题。 " + + "例如当单词'agent'翻译不准确时, 请尝试把以下指令复制到高级参数区: " + 'If the term "agent" is used in this section, it should be translated to "智能体". ', + "Function": HotReload(Latex输出PDF结果.Latex翻译中文并重新编译PDF) + }, + "本地Latex论文精细翻译（上传Latex压缩包）[需Latex]": { + "Color": "primary", + "AsButton": False, + "AdvancedArgs": True, + "Info": "本地Latex论文精细翻译 | 输入参数是路径", + "ArgsReminder": + "如果有必要, 请在此处给出自定义翻译命令, 解决部分词汇翻译不准确的问题。 " + + "例如当单词'agent'翻译不准确时, 请尝试把以下指令复制到高级参数区: " + 'If the term "agent" is used in this section, it should be translated to "智能体". ', + "Function": HotReload(Latex输出PDF结果.Latex翻译中文并重新编译PDF) + } + } + + +def get_functions_文档读取(): + # < -------------------文档处理--------------- > + from crazy_functions.总结word文档 import 总结word文档 + from crazy_functions import 批量总结PDF文档 + from crazy_functions import 批量翻译PDF文档_NOUGAT + from crazy_functions import 理解PDF文档内容 + from crazy_functions import 批量Markdown翻译 + function_plugins['文档处理'] = { + "Markdown/Readme英译中": { + # HotReload 的意思是热更新，修改函数插件代码后，不需要重启程序，代码直接生效 + "Color": "primary", + "AsButton": True, + "Info": "将Markdown翻译为中文 | 输入参数为路径或URL", + "Function": HotReload(批量Markdown翻译.Markdown英译中) + }, + "批量Markdown中译英": { + # HotReload 的意思是热更新，修改函数插件代码后，不需要重启程序，代码直接生效 + "Color": "primary", + "AsButton": True, # 加入下拉菜单中 + "Info": "批量将Markdown文件中文翻译为英文 | 输入参数为路径或上传压缩包", + "Function": HotReload(批量Markdown翻译.Markdown中译英) + }, + "批量总结Word文档": { + "AsButton": False, + "Color": "primary", + "Info": "批量总结word文档 | 输入参数为路径", + "Function": HotReload(总结word文档) + }, + "精准翻译PDF论文": { + "Color": "primary", + "AsButton": True, # 加入下拉菜单中 + "Info": "精准翻译PDF论文为中文 | 输入参数为路径", + "Function": HotReload(批量翻译PDF文档_NOUGAT.批量翻译PDF文档) + }, + "批量总结PDF文档": { + "Color": "primary", + "AsButton": False, # 加入下拉菜单中 + "Info": "批量总结PDF文档的内容 | 输入参数为路径", + # HotReload 的意思是热更新，修改函数插件代码后，不需要重启程序，代码直接生效 + "Function": HotReload(批量总结PDF文档) + }, + "理解PDF文档内容": { + # HotReload 的意思是热更新，修改函数插件代码后，不需要重启程序，代码直接生效 + "Color": "primary", + "Info": "理解PDF文档的内容并进行回答 | 输入参数为路径", + "AsButton": True, # 加入下拉菜单中 + "Function": HotReload(理解PDF文档内容.理解PDF文档内容标准文件输入) + }, + "Markdown翻译": { + "Color": "primary", + "AsButton": False, + "AdvancedArgs": True, + "ArgsReminder": "请输入要翻译成哪种语言，默认为Chinese。", + "Function": HotReload(批量Markdown翻译.Markdown翻译指定语言) + }, + + } + + +def get_functions_代码解析(): + # < -------------------开发--------------- > + from crazy_functions import 生成函数注释 + from crazy_functions import 解析项目源代码 + from crazy_functions.解析JupyterNotebook import 解析ipynb文件 + function_plugins['代码分析'] = { + "解析整个Python项目": { + "Color": "primary", # 按钮颜色 + "AsButton": True, + "Info": "解析Python项目的所有源文件(.py) | 输入参数为路径", + "Function": HotReload(解析项目源代码.解析一个Python项目) + }, + "批量生成函数注释": { + "Color": "primary", # 按钮颜色 + "AsButton": False, + "Info": "批量生成函数的注释 | 输入参数为路径", + "Function": HotReload(生成函数注释.批量生成函数注释) + }, + "解析整个Matlab项目": { + "Color": "stop", + "AsButton": False, + "Info": "解析Matlab项目的所有源文件(.m) | 输入参数为路径", + "Function": HotReload(解析项目源代码.解析一个Matlab项目) + }, + "解析一个C项目的头文件": { + "Color": "primary", # 按钮颜色 + "AsButton": True, + "Info": "解析一个C++项目的所有头文件(.h/.hpp) | 输入参数为路径", + "Function": HotReload(解析项目源代码.解析一个C项目的头文件) + }, + "解析整个C++项目（.cpp/.hpp/.c/.h）": { + "Color": "primary", # 按钮颜色 + "AsButton": False, # 加入下拉菜单中 + "Info": "解析一个C++项目的所有源文件（.cpp/.hpp/.c/.h）| 输入参数为路径", + "Function": HotReload(解析项目源代码.解析一个C项目) + }, + "解析一个Golang项目": { + "Color": "primary", # 按钮颜色 + "AsButton": False, + "Info": "解析一个Go项目的所有源文件 | 输入参数为路径", + "Function": HotReload(解析项目源代码.解析一个Golang项目) + }, + "解析一个Rust项目": { + "Color": "primary", # 按钮颜色 + "AsButton": False, + "Info": "解析一个Rust项目的所有源文件 | 输入参数为路径", + "Function": HotReload(解析项目源代码.解析一个Rust项目) + }, + "解析一个Java项目": { + "Color": "primary", # 按钮颜色 + "AsButton": True, + "Info": "解析一个Java项目的所有源文件 | 输入参数为路径", + "Function": HotReload(解析项目源代码.解析一个Java项目) + }, + "解析一个前端项目": { + "Color": "primary", # 按钮颜色 + "AsButton": False, + "Info": "解析一个前端项目的所有源文件（js,ts,css等） | 输入参数为路径", + "Function": HotReload(解析项目源代码.解析一个前端项目) + }, + "解析整个Lua项目": { + "Color": "stop", + "AsButton": False, # 加入下拉菜单中 + "Info": "解析一个Lua项目的所有源文件 | 输入参数为路径", + "Function": HotReload(解析项目源代码.解析一个Lua项目) + }, + "解析一个CSharp项目": { + "Color": "primary", # 按钮颜色 + "AsButton": False, + "Info": "解析一个CSharp项目的所有源文件 | 输入参数为路径", + "Function": HotReload(解析项目源代码.解析一个CSharp项目) + }, + "解析项目源代码（手动指定和筛选源代码文件类型）": { + "Color": "primary", + "AsButton": False, + "AdvancedArgs": True, # 调用时，唤起高级参数输入区（默认False） + "ArgsReminder": "输入时用逗号隔开, *代表通配符, 加了^代表不匹配; 不输入代表全部匹配。例如: \"*.c, ^*.cpp, config.toml, ^*.toml\"", + # 高级参数输入区的显示提示 + "Function": HotReload(解析项目源代码.解析任意code项目) + }, + "解析Jupyter Notebook文件": { + "Color": "primary", + "AsButton": False, + "Function": HotReload(解析ipynb文件), + "Info": "解析Jupyter Notebook文件 | 输入参数为路径", + "AdvancedArgs": True, # 调用时，唤起高级参数输入区（默认False） + "ArgsReminder": "若输入0，则不解析notebook中的Markdown块", # 高级参数输入区的显示提示 + }, + } + + +def get_functions_多功能插件(): + # < -------------------试玩插件--------------- > + from crazy_functions import 对话历史存档 + from crazy_functions.高级功能函数模板 import 高阶功能模板函数 + from crazy_functions import 询问多个大语言模型 + from crazy_functions.联网的ChatGPT_bing版 import 连接bing搜索回答问题 + from crazy_functions.联网的ChatGPT import 连接网络回答问题 + from crazy_functions.图片生成 import 图片生成_DALLE2 + from crazy_functions.图片生成 import 图片生成_DALLE3 + from crazy_functions.数学动画生成manim import 动画生成 + from crazy_functions.交互功能函数模板 import 交互功能模板函数 + from crazy_functions.语音助手 import 语音助手 + from crazy_functions.虚空终端 import 虚空终端 + from crazy_functions.函数动态生成 import 函数动态生成 + from crazy_functions.多智能体 import 多智能体终端 + from crazy_functions.互动小游戏 import 随机小游戏 + function_plugins['多功能'] = { + "动态代码解释器（CodeInterpreter）": { + "Group": "智能体", + "Color": "stop", + "AsButton": False, + "Function": HotReload(函数动态生成) + }, + "历史上的今天": { + # HotReload 的意思是热更新，修改函数插件代码后，不需要重启程序，代码直接生效 + "Function": HotReload(高阶功能模板函数), + "Info": "查看历史上的今天事件 (这是一个面向开发者的插件Demo) | 不需要输入参数", + "AsButton": True, + }, + "AutoGen多智能体终端（仅供测试）": { + "Group": "智能体", + "Color": "stop", + "AsButton": False, + "Function": HotReload(多智能体终端) + + }, + "随机互动小游戏（仅供测试）": { + "Group": "智能体", + "Color": "stop", + "AsButton": False, + "Function": HotReload(随机小游戏) + } + , + # "保存当前的对话": { + # "AsButton": True, + # "Function": HotReload(对话历史存档.对话历史存档) + # }, + # "[多线程Demo] 解析此项目本身（源码自译解）": { + # "Function": HotReload(解析项目源代码.解析项目本身), + # "AsButton": False, # 加入下拉菜单中 + # }, + # "[老旧的Demo] 把本项目源代码切换成全英文": { + # # HotReload 的意思是热更新，修改函数插件代码后，不需要重启程序，代码直接生效 + # "AsButton": False, # 加入下拉菜单中 + # "Function": HotReload(全项目切换英文) + # "载入对话历史存档（先上传存档或输入路径）": { + # "Color": "primary", + # "AsButton": False, + # "Function": HotReload(对话历史存档.载入对话历史存档) + # }, + # "删除所有本地对话历史记录（请谨慎操作）": { + # "AsButton": False, + # "Function": HotReload(对话历史存档.删除所有本地对话历史记录) + # }, + "连接网络回答问题（Bing）": { + "Color": "primary", + "AsButton": False, # 加入下拉菜单中 + "Info": "连接网络回答问题（需要访问中文Bing）| 输入参数是一个问题", + "Function": HotReload(连接bing搜索回答问题) + }, + "连接网络回答问题(谷歌)": { + "Color": "primary", + "AsButton": True, # 加入下拉菜单中 + "Info": "连接网络回答问题（需要访问谷歌）| 输入参数是一个问题", + "Function": HotReload(连接网络回答问题) + }, + "询问多个GPT模型": { + "Color": "primary", + "AsButton": False, + "AdvancedArgs": True, # 调用时，唤起高级参数输入区（默认False） + "ArgsReminder": "支持任意数量的llm接口，用&符号分隔。例如chatglm&gpt-3.5-turbo&api2d-gpt-4", # 高级参数输入区的显示提示 + "Function": HotReload(询问多个大语言模型.同时问询_指定模型) + }, + "图片生成_DALLE2 （先切换模型到openai或api2d）": { + "Group": "对话", + "Color": "stop", + "AsButton": False, + "AdvancedArgs": True, # 调用时，唤起高级参数输入区（默认False） + "ArgsReminder": "在这里输入分辨率, 如1024x1024（默认），支持 256x256, 512x512, 1024x1024", # 高级参数输入区的显示提示 + "Info": "使用DALLE2生成图片 | 输入参数字符串，提供图像的内容", + "Function": HotReload(图片生成_DALLE2) + }, + "图片生成_DALLE3 （先切换模型到openai或api2d）": { + "Group": "对话", + "Color": "stop", + "AsButton": False, + "AdvancedArgs": True, # 调用时，唤起高级参数输入区（默认False） + "ArgsReminder": "在这里输入分辨率, 如1024x1024（默认），支持 1024x1024, 1792x1024, 1024x1792。如需生成高清图像，请输入 1024x1024-HD, 1792x1024-HD, 1024x1792-HD。", + # 高级参数输入区的显示提示 + "Info": "使用DALLE3生成图片 | 输入参数字符串，提供图像的内容", + "Function": HotReload(图片生成_DALLE3) + }, + "数学动画生成（Manim）": { + "Color": "primary", + "AsButton": False, + "Info": "按照自然语言描述生成一个动画 | 输入参数是一段话", + "Function": HotReload(动画生成) + }, + "交互功能模板函数": { + "Color": "primary", + "AsButton": False, + "Function": HotReload(交互功能模板函数) + }, + "实时语音对话": { + "Group": "对话", + "Color": "stop", + "AsButton": True, + "Info": "这是一个时刻聆听着的语音对话助手 | 没有输入参数", + "Function": HotReload(语音助手) + }, + "插件代理助手": { + "Color": "primary", + "AsButton": False, + "Function": HotReload(虚空终端) + } + + } + + +reader_files = ['md', 'txt', 'pdf', 'docx', 'xmind', '智能文档'] +desc = '高级参数详细说明请查看项目自述文档， 提交前请使用Json检查器检查是否符合要求' + + +def get_functions_飞书项目(): + from crazy_functions import Project_飞书项目 + function_plugins['飞书项目'] = { + "获取前后一周的需求": { + "Color": "secondary", + "AsButton": True, + "Function": HotReload(Project_飞书项目.Project_获取项目数据), + "AdvancedArgs": True, # 调用时，唤起高级参数输入区（默认False） + "ArgsReminder": desc, # 高级参数输入区的显示提示 + "Parameters": { + "开启OCR": {"llm_model": 'gemini-pro-vision'}, + "筛选时间范围": 7, + "筛选未排期需求": '未排期', + "提示词分类": "插件定制", + "定制化流程": [{ + "提示词": "总结项目数据" + },], + "处理文件类型": ['*'] + } + } + } + + +def get_functions_云文档(): + # < -------------------云文档专用--------------- > + from crazy_functions import Reader_自定义插件流程 + function_plugins['云文档'] = { + "文档提取测试点": { + "Color": "primary", + "AsButton": True, + "Function": HotReload(Reader_自定义插件流程.Reader_多阶段生成回答), + "AdvancedArgs": True, # 调用时，唤起高级参数输入区（默认False） + "ArgsReminder": desc, # 高级参数输入区的显示提示 + "Parameters": { + "开启OCR": {"llm_model": 'gemini-pro-vision'}, + "提示词分类": "插件定制", + "定制化流程": [{ + "提示词": "提取文档测试点" + }, + ], + "处理文件类型": reader_files + } + }, + "需求文档转测试用例": { + "Color": "primary", + "AsButton": True, + "Function": HotReload(Reader_自定义插件流程.Reader_多阶段生成回答), + "AdvancedArgs": True, # 调用时，唤起高级参数输入区（默认False） + "ArgsReminder": desc, # 高级参数输入区的显示提示 + "Parameters": { + "开启OCR": {"llm_model": 'gemini-pro-vision'}, + "提示词分类": "插件定制", + '用例下标排序': None, + "定制化流程": [{ + "提示词": "文档转测试用例", + "保存结果": "写入测试用例", + }], + "写入指定模版": "./docs/template/测试用例模版.xlsx", + "写入指定Sheet": "测试要点", + "处理文件类型": reader_files + } + }, + "接口文档转测试用例": { + "Color": "primary", + "AsButton": True, + "Function": HotReload(Reader_自定义插件流程.Reader_多阶段生成回答), + "AdvancedArgs": True, # 调用时，唤起高级参数输入区（默认False） + "ArgsReminder": desc, # 高级参数输入区的显示提示 + "Parameters": { + "开启OCR": {"llm_model": 'gemini-pro-vision'}, + "提示词分类": "插件定制", + '用例下标排序': None, + "定制化流程": [{ + "提示词": "文档转Markdown_分割", + "保存结果": "结果写入Markdown" + }, { + "提示词": "接口文档转测试用例", + "保存结果": "写入测试用例", + } + ], + "写入指定模版": "./docs/template/接口测试用例模板.xlsx", + "写入指定Sheet": "测试要点", + "处理文件类型": reader_files + } + }, + "测试用例检查优化": { + "Color": "primary", + "AsButton": True, + "Function": HotReload(Reader_自定义插件流程.Reader_多阶段生成回答), + "AdvancedArgs": True, # 调用时，唤起高级参数输入区（默认False） + "ArgsReminder": desc, # 高级参数输入区的显示提示 + "Parameters": { + "开启OCR": {"llm_model": 'gemini-pro-vision'}, + "提示词分类": "插件定制", + '用例下标排序': None, + "定制化流程": [{ + "提示词": "三方评审补充用例场景", + "保存结果": "补充测试用例", + } + ], + "写入指定模版": "./docs/template/接口测试用例模板.xlsx", + "写入指定Sheet": "测试要点", + "处理文件类型": ['xlsx'] + }, + + }, + "文档需求分析问答": { + "Color": "primary", + "AsButton": True, + "Function": HotReload(Reader_自定义插件流程.Reader_多阶段生成回答), + "AdvancedArgs": True, # 调用时，唤起高级参数输入区（默认False） + "ArgsReminder": desc, # 高级参数输入区的显示提示 + "Parameters": { + "开启OCR": {"llm_model": 'gemini-pro-vision'}, + "提示词分类": "插件定制", + '用例下标排序': None, + "上下文关联": True, + "定制化流程": [{ + "提示词": "需求分析对话"} + ], + "处理文件类型": reader_files + } + }, + "文档转流程图": { + "Color": "primary", + "AsButton": True, + "Function": HotReload(Reader_自定义插件流程.Reader_多阶段生成回答), + "AdvancedArgs": True, # 调用时，唤起高级参数输入区（默认False） + "ArgsReminder": desc, # 高级参数输入区的显示提示 + "Parameters": { + "开启OCR": {"llm_model": 'gemini-pro-vision'}, + "提示词分类": "插件定制", + '用例下标排序': None, + "定制化流程": [{ + "提示词": "文档转Markdown", + "保存结果": "Markdown转换为流程图", + } + ], + "处理文件类型": reader_files + } + }, + "批量总结音视频": { + "Color": "primary", + "AsButton": True, + "AdvancedArgs": True, + "Function": HotReload(Reader_自定义插件流程.Reader_多阶段生成回答), + "ArgsReminder": desc, # 高级参数输入区的显示提示 + "Info": "批量总结音频或视频 | 输入参数为路径", + "Parameters": { + "开启OCR": {"llm_model": 'gemini-pro-vision'}, + "提示词分类": "插件定制", + '用例下标排序': None, + "上下文关联": True, + "定制化流程": [{ + "提示词": "总结摘要提取", + "保存结果": "Markdown转换为流程图", + } + ], + "处理文件类型": ['.mp4', '.m4a', '.wav', '.mpga', '.mpeg', '.mp3', '.avi', '.mkv', '.flac', '.aac'], + } + }, + "需求文档转测试用例(全配置)": { + "Color": "primary", + "AsButton": True, + "Function": HotReload(Reader_自定义插件流程.Reader_多阶段生成回答), + "AdvancedArgs": True, # 调用时，唤起高级参数输入区（默认False） + "ArgsReminder": desc, # 高级参数输入区的显示提示 + "Parameters": { + "开启OCR": {"llm_model": 'gemini-pro-vision'}, + "提示词分类": "插件定制", + "多模型并行": "gpt-3.5-turbo-16k-0613&", + "自动录入知识库": '需求文稿', + '用例下标排序': None, + "定制化流程": [{ + "提示词": "文档转测试用例", + "保存结果": "写入测试用例" + }, { + "提示词": "三方评审补充用例场景", + "保存结果": "补充测试用例", + "关联知识库": { + '业务知识库': {"查询列表": ["需求文稿"], "知识库提示词": "补充需求文档内容"}, + }} + ], + "上下文关联": False, + "写入指定模版": "./docs/template/测试用例模版.xlsx", + "写入指定Sheet": "测试要点", + "处理文件类型": reader_files + } + }, + + } + return function_plugins + + +def crazy_func_to_tool(): + crazy_kwargs = get_crazy_functions() + crazy_tools = [] + for crazy in crazy_kwargs: + for func in crazy_kwargs[crazy]: + crazy_tools.append(agents.Tool(name=crazy, func=crazy_kwargs[crazy][func]['Function'], description=func)) + return crazy_tools + + +function_plugins = {} +crazy_fns_role = get_crazy_functions() +crazy_classification = [i for i in crazy_fns_role] +crazy_fns = {} +for role in crazy_fns_role: + for k in crazy_fns_role[role]: + crazy_fns[k] = crazy_fns_role[role][k] + +if __name__ == '__main__': + print(crazy_fns) diff --git a/crazy_functions/vector_fns/__init__.py b/common/db/__init__.py similarity index 100% rename from crazy_functions/vector_fns/__init__.py rename to common/db/__init__.py diff --git a/common/db/base.py b/common/db/base.py new file mode 100644 index 000000000..193f6b274 --- /dev/null +++ b/common/db/base.py @@ -0,0 +1,16 @@ +from sqlalchemy import create_engine +from sqlalchemy.ext.declarative import declarative_base, DeclarativeMeta +from sqlalchemy.orm import sessionmaker + +from common.configs import SQLALCHEMY_DATABASE_URI +import json + + +engine = create_engine( + SQLALCHEMY_DATABASE_URI, + json_serializer=lambda obj: json.dumps(obj, ensure_ascii=False), +) + +SessionLocal = sessionmaker(autocommit=False, autoflush=False, bind=engine, expire_on_commit=False) + +Base: DeclarativeMeta = declarative_base() \ No newline at end of file diff --git a/tests/__init__.py b/common/db/models/__init__.py similarity index 100% rename from tests/__init__.py rename to common/db/models/__init__.py diff --git a/common/db/models/base.py b/common/db/models/base.py new file mode 100644 index 000000000..706464f75 --- /dev/null +++ b/common/db/models/base.py @@ -0,0 +1,13 @@ +from datetime import datetime +from sqlalchemy import Column, DateTime, String, Integer + + +class BaseModel: + """ + 基础模型 + """ + id = Column(Integer, primary_key=True, index=True, comment="主键ID") + create_time = Column(DateTime, default=datetime.utcnow, comment="创建时间") + update_time = Column(DateTime, default=None, onupdate=datetime.utcnow, comment="更新时间") + create_by = Column(String, default=None, comment="创建者") + update_by = Column(String, default=None, comment="更新者") diff --git a/common/db/models/cache_model.py b/common/db/models/cache_model.py new file mode 100644 index 000000000..1ccea9c91 --- /dev/null +++ b/common/db/models/cache_model.py @@ -0,0 +1,25 @@ +# encoding: utf-8 +# @Time : 2024/4/14 +# @Author : Spike +# @Descr : +from sqlalchemy import Column, Integer, String, DateTime, JSON, func +from common.db.base import Base + + +class CacheModel(Base): + """ + 缓存模型 + """ + __tablename__ = 'cache' + id = Column(Integer, primary_key=True, autoincrement=True, comment='缓存ID') + key = Column(String(1024), comment='缓存key，用于提取缓存内容') + result = Column(String(1024 * 8), comment='缓存内容') + source = Column(String(100), default='spike', comment='所属用户, spike、127.0.0.1 为默认管理员，拥有最高权限，在缓存中没屁用') + status = Column(Integer, default=0, comment='缓存状态, -1失效, 0启用, 99过期') + create_time = Column(DateTime, default=func.now(), comment='创建时间') + update_time = Column(DateTime, default=func.now(), comment='更新时间') + + def __repr__(self): + return (f"") diff --git a/common/db/models/knowledge_base_model.py b/common/db/models/knowledge_base_model.py new file mode 100644 index 000000000..07d59f4b7 --- /dev/null +++ b/common/db/models/knowledge_base_model.py @@ -0,0 +1,23 @@ +from sqlalchemy import Column, Integer, String, DateTime, func + +from common.db.base import Base + + +class KnowledgeBaseModel(Base): + """ + 知识库模型 + """ + __tablename__ = 'knowledge_base' + id = Column(Integer, primary_key=True, autoincrement=True, comment='知识库ID') + kb_name = Column(String(50), comment='知识库名称') + kb_info = Column(String(200), comment='知识库简介(用于Agent)') + vs_type = Column(String(50), comment='向量库类型') + embed_model = Column(String(50), comment='嵌入模型名称') + file_count = Column(Integer, default=0, comment='文件数量') + create_time = Column(DateTime, default=func.now(), comment='创建时间') + + def __repr__(self): + return (f"") diff --git a/common/db/models/knowledge_file_model.py b/common/db/models/knowledge_file_model.py new file mode 100644 index 000000000..612561c27 --- /dev/null +++ b/common/db/models/knowledge_file_model.py @@ -0,0 +1,42 @@ +from sqlalchemy import Column, Integer, String, DateTime, Float, Boolean, JSON, func + +from common.db.base import Base + + +class KnowledgeFileModel(Base): + """ + 知识文件模型 + """ + __tablename__ = 'knowledge_file' + id = Column(Integer, primary_key=True, autoincrement=True, comment='知识文件ID') + file_name = Column(String(255), comment='文件名') + file_ext = Column(String(10), comment='文件扩展名') + kb_name = Column(String(50), comment='所属知识库名称') + document_loader_name = Column(String(50), comment='文档加载器名称') + text_splitter_name = Column(String(50), comment='文本分割器名称') + file_version = Column(Integer, default=1, comment='文件版本') + file_mtime = Column(Float, default=0.0, comment="文件修改时间") + file_size = Column(Integer, default=0, comment="文件大小") + custom_docs = Column(Boolean, default=False, comment="是否自定义docs") + docs_count = Column(Integer, default=0, comment="切分文档数量") + create_time = Column(DateTime, default=func.now(), comment='创建时间') + + def __repr__(self): + return f"" + + +class FileDocModel(Base): + """ + 文件-向量库文档模型 + """ + __tablename__ = 'file_doc' + id = Column(Integer, primary_key=True, autoincrement=True, comment='ID') + kb_name = Column(String(50), comment='知识库名称') + file_name = Column(String(255), comment='文件名称') + doc_id = Column(String(50), comment="向量库文档ID") + meta_data = Column(JSON, default={}) + + def __repr__(self): + return (f"") diff --git a/common/db/models/knowledge_metadata_model.py b/common/db/models/knowledge_metadata_model.py new file mode 100644 index 000000000..19421fe3f --- /dev/null +++ b/common/db/models/knowledge_metadata_model.py @@ -0,0 +1,19 @@ +from sqlalchemy import Column, Integer, String, DateTime, Float, Boolean, JSON, func + +from common.db.base import Base + + +class SummaryChunkModel(Base): + + __tablename__ = 'summary_metadata' + id = Column(Integer, primary_key=True, autoincrement=True, comment='ID') + kb_name = Column(String(50), comment='知识库名称') + summary_context = Column(String(255), comment='总结文本') + fragment_name = Column(String(255), comment='所属片段名称') + doc_ids = Column(String(1024), comment="向量库id关联列表") + meta_data = Column(JSON, default={}) + + + def __repr__(self): + return (f"") diff --git a/common/db/models/prompt_model.py b/common/db/models/prompt_model.py new file mode 100644 index 000000000..a3ac11531 --- /dev/null +++ b/common/db/models/prompt_model.py @@ -0,0 +1,24 @@ +from sqlalchemy import Column, Integer, String, DateTime, JSON, func +from common.db.base import Base + + +class PromptModel(Base): + """ + 提示词模型 + """ + __tablename__ = 'prompt' + id = Column(Integer, primary_key=True, autoincrement=True, comment='提示词ID') + name = Column(String(50), comment='提示词名称') + value = Column(String(4096), comment='提示词内容') + in_class = Column(String(100), comment='提示词分类') + source = Column(String(100), default='spike', comment='所属用户, spike、127.0.0.1 为默认管理员，拥有最高权限') + quote_num = Column(Integer, default=0, comment='引用次数') + create_time = Column(DateTime, default=func.now(), comment='创建时间') + update_time = Column(DateTime, default=func.now(), comment='更新时间') + + def __repr__(self): + return (f"") diff --git a/common/db/models/user_info_model.py b/common/db/models/user_info_model.py new file mode 100644 index 000000000..dee46930a --- /dev/null +++ b/common/db/models/user_info_model.py @@ -0,0 +1,20 @@ +from sqlalchemy import Column, Integer, String, DateTime, JSON, func, BLOB +from common.db.base import Base + + +class UserInfoModel(Base): + """ + 用户信息模型 + """ + __tablename__ = 'user_info' + id = Column(Integer, primary_key=True, autoincrement=True, comment='用户ID') + user_name = Column(String(50), comment='用户名称') + pass_word = Column(String(50), comment='用户密码') + email = Column(String(50), comment='绑定邮箱地址') + avatar_img = Column(BLOB(), comment='用户头像') + create_time = Column(DateTime, default=func.now(), comment='创建时间') + + def __repr__(self): + return (f"") diff --git a/common/db/repository/__init__.py b/common/db/repository/__init__.py new file mode 100644 index 000000000..01d44f39f --- /dev/null +++ b/common/db/repository/__init__.py @@ -0,0 +1,5 @@ +from .prompt_repository import * +from .cache_repository import * +from .user_info_repository import * +from .knowledge_base_repository import * +from .knowledge_file_repository import * diff --git a/common/db/repository/cache_repository.py b/common/db/repository/cache_repository.py new file mode 100644 index 000000000..007e5d133 --- /dev/null +++ b/common/db/repository/cache_repository.py @@ -0,0 +1,48 @@ +# encoding: utf-8 +# @Time : 2024/4/14 +# @Author : Spike +# @Descr : +from datetime import datetime, timedelta + +from common.db.session import session_scope +from common.logger_handler import logger +from common.path_handler import init_path +from sqlalchemy.orm import Query +from sqlalchemy import desc, and_, or_ +from common.db.models.cache_model import CacheModel + + +def add_cache(key, result, source): + with session_scope() as session: + c = CacheModel(key=key, result=result, source=source) + session.add(c) + + +def get_cache(key): + with session_scope() as session: + cache_query: Query = session.query(CacheModel).filter(and_( + CacheModel.key == key, CacheModel.status == 0, + # CacheModel.source == source # 这个就不做管理员限制 + )) + cache: CacheModel = cache_query.order_by(desc(CacheModel.update_time)).first() + if cache: + if cache.update_time < datetime.utcnow() - timedelta(days=10): # 10天过期 + cache.status = 99 + session.add(cache) + return False + return cache.result + return False + + +def disabled_source_cache(source): + with session_scope() as session: + cache_query: Query = session.query(CacheModel).filter_by(source=source, status=0) + cache_query.update({CacheModel.status: -1}) + logger.info(f'【{source}】失效所有缓存数据') + + +if __name__ == '__main__': + # from common.db.base import Base, engine + # Base.metadata.create_all(bind=engine) + # add_cache('tetafa', '12431231', '141412412411412421') + print(disabled_source_cache('141412412411412421')) \ No newline at end of file diff --git a/common/db/repository/knowledge_base_repository.py b/common/db/repository/knowledge_base_repository.py new file mode 100644 index 000000000..beb392c25 --- /dev/null +++ b/common/db/repository/knowledge_base_repository.py @@ -0,0 +1,64 @@ +from common.db.models.knowledge_base_model import KnowledgeBaseModel +from common.db.session import with_session + + +@with_session +def add_kb_to_db(session, kb_name, kb_info, vs_type, embed_model): + # 创建知识库实例 + kb = session.query(KnowledgeBaseModel).filter(KnowledgeBaseModel.kb_name.ilike(kb_name)).first() + if not kb: + kb = KnowledgeBaseModel(kb_name=kb_name, kb_info=kb_info, vs_type=vs_type, embed_model=embed_model) + session.add(kb) + else: # update kb with new vs_type and embed_model + kb.kb_info = kb_info + kb.vs_type = vs_type + kb.embed_model = embed_model + return True + + +@with_session +def list_kbs_from_db(session, min_file_count: int = -1): + kbs = session.query(KnowledgeBaseModel.kb_name).filter(KnowledgeBaseModel.file_count > min_file_count).all() + kbs = [kb[0] for kb in kbs] + return kbs + + +@with_session +def kb_exists(session, kb_name): + kb = session.query(KnowledgeBaseModel).filter(KnowledgeBaseModel.kb_name.ilike(kb_name)).first() + status = True if kb else False + return status + + +@with_session +def load_kb_from_db(session, kb_name): + kb = session.query(KnowledgeBaseModel).filter(KnowledgeBaseModel.kb_name.ilike(kb_name)).first() + if kb: + kb_name, vs_type, embed_model = kb.kb_name, kb.vs_type, kb.embed_model + else: + kb_name, vs_type, embed_model = None, None, None + return kb_name, vs_type, embed_model + + +@with_session +def delete_kb_from_db(session, kb_name): + kb = session.query(KnowledgeBaseModel).filter(KnowledgeBaseModel.kb_name.ilike(kb_name)).first() + if kb: + session.delete(kb) + return True + + +@with_session +def get_kb_detail(session, kb_name: str) -> dict: + kb: KnowledgeBaseModel = session.query(KnowledgeBaseModel).filter(KnowledgeBaseModel.kb_name.ilike(kb_name)).first() + if kb: + return { + "kb_name": kb.kb_name, + "kb_info": kb.kb_info, + "vs_type": kb.vs_type, + "embed_model": kb.embed_model, + "file_count": kb.file_count, + "create_time": kb.create_time, + } + else: + return {} diff --git a/common/db/repository/knowledge_file_repository.py b/common/db/repository/knowledge_file_repository.py new file mode 100644 index 000000000..204b32707 --- /dev/null +++ b/common/db/repository/knowledge_file_repository.py @@ -0,0 +1,198 @@ +from common.db.models.knowledge_base_model import KnowledgeBaseModel +from common.db.models.knowledge_file_model import KnowledgeFileModel, FileDocModel +from common.db.session import with_session +from common.knowledge_base.utils import KnowledgeFile +from typing import List, Dict + + +@with_session +def list_file_num_docs_id_by_kb_name_and_file_name(session, + kb_name: str, + file_name: str, + ) -> List[int]: + ''' + 列出某知识库某文件对应的所有Document的id。 + 返回形式：[str, ...] + ''' + doc_ids = session.query(FileDocModel.doc_id).filter_by(kb_name=kb_name, file_name=file_name).all() + return [int(_id[0]) for _id in doc_ids] + + +@with_session +def list_docs_from_db(session, + kb_name: str, + file_name: str = None, + metadata: Dict = {}, + ) -> List[Dict]: + ''' + 列出某知识库某文件对应的所有Document。 + 返回形式：[{"id": str, "metadata": dict}, ...] + ''' + docs = session.query(FileDocModel).filter(FileDocModel.kb_name.ilike(kb_name)) + if file_name: + docs = docs.filter(FileDocModel.file_name.ilike(file_name)) + for k, v in metadata.items(): + docs = docs.filter(FileDocModel.meta_data[k].as_string() == str(v)) + + return [{"id": x.doc_id, "metadata": x.metadata} for x in docs.all()] + + +@with_session +def delete_docs_from_db(session, + kb_name: str, + file_name: str = None, + ) -> List[Dict]: + ''' + 删除某知识库某文件对应的所有Document，并返回被删除的Document。 + 返回形式：[{"id": str, "metadata": dict}, ...] + ''' + docs = list_docs_from_db(kb_name=kb_name, file_name=file_name) + query = session.query(FileDocModel).filter(FileDocModel.kb_name.ilike(kb_name)) + if file_name: + query = query.filter(FileDocModel.file_name.ilike(file_name)) + query.delete(synchronize_session=False) + session.commit() + return docs + + +@with_session +def add_docs_to_db(session, + kb_name: str, + file_name: str, + doc_infos: List[Dict]): + ''' + 将某知识库某文件对应的所有Document信息添加到数据库。 + doc_infos形式：[{"id": str, "metadata": dict}, ...] + ''' + # ! 这里会出现doc_infos为None的情况，需要进一步排查 + if doc_infos is None: + print("输入的common.db.repository.knowledge_file_repository.add_docs_to_db的doc_infos参数为None") + return False + for d in doc_infos: + obj = FileDocModel( + kb_name=kb_name, + file_name=file_name, + doc_id=d["id"], + meta_data=d["metadata"], + ) + session.add(obj) + return True + + +@with_session +def count_files_from_db(session, kb_name: str) -> int: + return session.query(KnowledgeFileModel).filter(KnowledgeFileModel.kb_name.ilike(kb_name)).count() + + +@with_session +def list_files_from_db(session, kb_name): + files = session.query(KnowledgeFileModel).filter(KnowledgeFileModel.kb_name.ilike(kb_name)).all() + docs = [f.file_name for f in files] + return docs + + +@with_session +def add_file_to_db(session, + kb_file: KnowledgeFile, + docs_count: int = 0, + custom_docs: bool = False, + doc_infos: List[Dict] = [], # 形式：[{"id": str, "metadata": dict}, ...] + ): + kb = session.query(KnowledgeBaseModel).filter_by(kb_name=kb_file.kb_name).first() + if kb: + # 如果已经存在该文件，则更新文件信息与版本号 + existing_file: KnowledgeFileModel = (session.query(KnowledgeFileModel) + .filter(KnowledgeFileModel.kb_name.ilike(kb_file.kb_name), + KnowledgeFileModel.file_name.ilike(kb_file.filename)) + .first()) + mtime = kb_file.get_mtime() + size = kb_file.get_size() + + if existing_file: + existing_file.file_mtime = mtime + existing_file.file_size = size + existing_file.docs_count = docs_count + existing_file.custom_docs = custom_docs + existing_file.file_version += 1 + # 否则，添加新文件 + else: + new_file = KnowledgeFileModel( + file_name=kb_file.filename, + file_ext=kb_file.ext, + kb_name=kb_file.kb_name, + document_loader_name=kb_file.document_loader_name, + text_splitter_name=kb_file.text_splitter_name or "SpacyTextSplitter", + file_mtime=mtime, + file_size=size, + docs_count=docs_count, + custom_docs=custom_docs, + ) + kb.file_count += 1 + session.add(new_file) + add_docs_to_db(kb_name=kb_file.kb_name, file_name=kb_file.filename, doc_infos=doc_infos) + return True + + +@with_session +def delete_file_from_db(session, kb_file: KnowledgeFile): + existing_file = (session.query(KnowledgeFileModel) + .filter(KnowledgeFileModel.file_name.ilike(kb_file.filename), + KnowledgeFileModel.kb_name.ilike(kb_file.kb_name)) + .first()) + if existing_file: + session.delete(existing_file) + delete_docs_from_db(kb_name=kb_file.kb_name, file_name=kb_file.filename) + session.commit() + + kb = session.query(KnowledgeBaseModel).filter(KnowledgeBaseModel.kb_name.ilike(kb_file.kb_name)).first() + if kb: + kb.file_count -= 1 + session.commit() + return True + + +@with_session +def delete_files_from_db(session, knowledge_base_name: str): + session.query(KnowledgeFileModel).filter(KnowledgeFileModel.kb_name.ilike(knowledge_base_name)).delete( + synchronize_session=False) + session.query(FileDocModel).filter(FileDocModel.kb_name.ilike(knowledge_base_name)).delete( + synchronize_session=False) + kb = session.query(KnowledgeBaseModel).filter(KnowledgeBaseModel.kb_name.ilike(knowledge_base_name)).first() + if kb: + kb.file_count = 0 + + session.commit() + return True + + +@with_session +def file_exists_in_db(session, kb_file: KnowledgeFile): + existing_file = (session.query(KnowledgeFileModel) + .filter(KnowledgeFileModel.file_name.ilike(kb_file.filename), + KnowledgeFileModel.kb_name.ilike(kb_file.kb_name)) + .first()) + return True if existing_file else False + + +@with_session +def get_file_detail(session, kb_name: str, filename: str) -> dict: + file: KnowledgeFileModel = (session.query(KnowledgeFileModel) + .filter(KnowledgeFileModel.file_name.ilike(filename), + KnowledgeFileModel.kb_name.ilike(kb_name)) + .first()) + if file: + return { + "kb_name": file.kb_name, + "file_name": file.file_name, + "file_ext": file.file_ext, + "file_version": file.file_version, + "document_loader": file.document_loader_name, + "text_splitter": file.text_splitter_name, + "create_time": file.create_time, + "file_mtime": file.file_mtime, + "file_size": file.file_size, + "custom_docs": file.custom_docs, + "docs_count": file.docs_count, + } + else: + return {} diff --git a/common/db/repository/knowledge_metadata_repository.py b/common/db/repository/knowledge_metadata_repository.py new file mode 100644 index 000000000..288f2a95f --- /dev/null +++ b/common/db/repository/knowledge_metadata_repository.py @@ -0,0 +1,66 @@ +from common.db.models.knowledge_metadata_model import SummaryChunkModel +from common.db.session import with_session +from typing import List, Dict + + +@with_session +def list_summary_from_db(session, + kb_name: str, + metadata: Dict = {}, + ) -> List[Dict]: + ''' + 列出某知识库chunk summary。 + 返回形式：[{"id": str, "summary_context": str, "doc_ids": str}, ...] + ''' + docs = session.query(SummaryChunkModel).filter(SummaryChunkModel.kb_name.ilike(kb_name)) + + for k, v in metadata.items(): + docs = docs.filter(SummaryChunkModel.meta_data[k].as_string() == str(v)) + + return [{"id": x.id, + "summary_context": x.summary_context, + "summary_id": x.summary_id, + "doc_ids": x.doc_ids, + "metadata": x.metadata} for x in docs.all()] + + +@with_session +def delete_summary_from_db(session, + kb_name: str + ) -> List[Dict]: + ''' + 删除知识库chunk summary，并返回被删除的Dchunk summary。 + 返回形式：[{"id": str, "summary_context": str, "doc_ids": str}, ...] + ''' + docs = list_summary_from_db(kb_name=kb_name) + query = session.query(SummaryChunkModel).filter(SummaryChunkModel.kb_name.ilike(kb_name)) + query.delete(synchronize_session=False) + session.commit() + return docs + + +@with_session +def add_summary_to_db(session, + kb_name: str, + summary_infos: Dict): + ''' + 将总结信息添加到数据库。 + summary_infos形式：[{"summary_context": str, "doc_ids": str}, ...] + ''' + for summary in summary_infos.get('data'): + obj = SummaryChunkModel( + kb_name=kb_name, + summary_context=summary_infos['data'][summary], + fragment_name=summary, + doc_ids=summary["doc_ids"], + meta_data=summary["metadata"], + ) + session.add(obj) + + session.commit() + return True + + +@with_session +def count_summary_from_db(session, kb_name: str) -> int: + return session.query(SummaryChunkModel).filter(SummaryChunkModel.kb_name.ilike(kb_name)).count() diff --git a/common/db/repository/prompt_repository.py b/common/db/repository/prompt_repository.py new file mode 100644 index 000000000..0c82c03b6 --- /dev/null +++ b/common/db/repository/prompt_repository.py @@ -0,0 +1,173 @@ +import json +import os + +from common.db.session import session_scope +from common.logger_handler import logger +from common.path_handler import init_path +from sqlalchemy.orm import Query +from sqlalchemy import desc, and_, or_ +from common.db.models.prompt_model import PromptModel, func + +# 管理员账户，无条件的开放和访问PromptModel +_sys = ['spike', '127.0.0.1', None] + + +def _read_user_auth(source): + return or_(PromptModel.source == source, source in _sys, PromptModel.source.in_(_sys)) + + +def _edit_user_auth(source): + return or_(PromptModel.source == source, source in _sys) + + +def add_prompt(in_class, name, value, source): + old_prompt = query_prompt(name, in_class, source) + if old_prompt: + if update_prompt(in_class, name, value, source, old_prompt): + return True, f'更新[{name}]提示词成功' + elif not old_prompt: + with session_scope() as session: + prompt = PromptModel(name=name, value=value, in_class=in_class, source=source) + session.add(prompt) + return True, f'插入[{name}]提示词成功' + logger.warning(f'无法完成写入【{name}】提示词') + return False, f'无法完成写入【{name}】提示词' + + +def batch_import_prompt_list(data_list: list, in_class, source=None): + with session_scope() as session: + for i in data_list: + if i.get('source'): + source = i.get('source') + elif source: + source = source + else: + source = 'spike' + p = PromptModel(name=i['act'], value=i['prompt'], in_class=in_class, source=source) + prompt_ = query_prompt(name=i['act'], in_class=in_class, source=source) + if prompt_: + update_prompt(name=i['act'], value=i['prompt'], in_class=in_class, source=source, old_prompt=prompt_) + logger.warning(f"【{in_class}】分类更新`{i['act']}` 提示词") + else: + session.add(p) + + +def batch_import_prompt_dir(): + json_path = init_path.prompt_export_path + for json_ in os.listdir(json_path): + with open(os.path.join(json_path, json_), 'r', encoding='utf-8') as f: + data_list = json.load(f) + in_class = os.path.basename(os.path.join(json_path, json_)).split('.')[0] + batch_import_prompt_list(data_list, in_class) + + +def batch_export_path(): + prompt_all = get_all_prompt() + file_dict = {} + for prompt in prompt_all: + if not file_dict.get(prompt.in_class): + file_dict[prompt.in_class] = [] + file_dict[prompt.in_class].append( + { + "act": prompt.name, + "prompt": prompt.value, + "source": prompt.source + } + ) + for source in file_dict: + with open(os.path.join(init_path.prompt_export_path, f"{source}.json"), mode='w', encoding='utf-8') as f: + f.write(json.dumps(file_dict[source], indent=4, ensure_ascii=False)) + print(f'{source}已导出', os.path.join(init_path.prompt_export_path, f"{source}.json")) + + +def query_prompt(name, in_class, source=None, quote_num: bool = None) -> PromptModel | None: + with session_scope() as session: + prompt_query: Query = session.query(PromptModel).filter( + and_( + PromptModel.name == name, + PromptModel.in_class == in_class, + _read_user_auth(source) + ) + ) + prompt: PromptModel = prompt_query.order_by(desc(PromptModel.update_time)).first() + if prompt and quote_num: + prompt.quote_num += 1 + return prompt + + +def update_prompt(in_class, name, value, source, old_prompt: PromptModel): + with session_scope() as session: + if old_prompt.source == source or source in _sys: + old_prompt.in_class = in_class + old_prompt.name = name + old_prompt.value = value + old_prompt.update_time = func.now() + logger.info(f'`{source}`成功更新【{name}】提示词') + session.add(old_prompt) + return True + else: + logger.info(f'`{source}`无法【{name}】提示词, 因为该提示词属于`{old_prompt.source}`') + return False + + +def deleted_prompt(name, in_class, source): + prompt = query_prompt(name, in_class, source) + if prompt: + if prompt.source == source or source in _sys: + with session_scope() as session: + session.delete(prompt) + return True, '删除成功' + return False, '无法删除不属于你的提示词' + return False, '提示词不存在' + + +def get_all_prompt(): + with session_scope() as session: + prompt_all = session.query(PromptModel).all() + return prompt_all + + +def __for_get_dict(p, prompt_dict): + if not prompt_dict.get(p.in_class): + prompt_dict[p.in_class] = {} + prompt_dict[p.in_class].update({p.name: p.value}) + + +def get_all_prompt_dict(): + prompt = get_all_prompt() + prompt_dict = {} + for p in prompt: + __for_get_dict(p, prompt_dict) + return prompt_dict + + +def get_user_prompt_dict(user): + prompt_dict = {} + with session_scope() as session: + prompt_all: Query = session.query(PromptModel).filter(PromptModel.source == user) + for p in prompt_all.all(): + __for_get_dict(p, prompt_dict) + return prompt_dict + + +def get_class_prompt_dict(in_class): + prompt_dict = {} + with session_scope() as session: + prompt_all: Query = session.query(PromptModel).filter(PromptModel.in_class == in_class) + for p in prompt_all.all(): + __for_get_dict(p, prompt_dict) + return prompt_dict + + +def get_all_class(): + with session_scope() as session: + prompt_all = session.query(PromptModel.in_class).distinct().all() + class_list = [record[0] for record in prompt_all] + return class_list + + +if __name__ == '__main__': + from common.db.base import Base, engine + + Base.metadata.create_all(bind=engine) + batch_import_prompt_dir() diff --git a/common/db/repository/user_info_repository.py b/common/db/repository/user_info_repository.py new file mode 100644 index 000000000..7322c5c5b --- /dev/null +++ b/common/db/repository/user_info_repository.py @@ -0,0 +1,15 @@ +from common.db.session import session_scope +from sqlalchemy.orm import Query +from common.db.models.user_info_model import UserInfoModel + + +def add_user_info(user_name, pass_word): + with session_scope() as session: + user_info = UserInfoModel(user_name, pass_word) + session.add(user_info) + + +def get_user_info(user_name) -> UserInfoModel | None: + with session_scope() as session: + user: Query = session.query(UserInfoModel).filter(UserInfoModel.user_name == user_name) + return user.first() \ No newline at end of file diff --git a/common/db/session.py b/common/db/session.py new file mode 100644 index 000000000..4d39980a0 --- /dev/null +++ b/common/db/session.py @@ -0,0 +1,45 @@ +from functools import wraps +from contextlib import contextmanager +from common.db.base import SessionLocal +from sqlalchemy.orm import Session + + +@contextmanager +def session_scope() -> Session: + """上下文管理器用于自动获取 Session, 避免错误""" + session = SessionLocal() + try: + yield session + session.commit() # 退出上下文自动提交事务 + except: + session.rollback() + raise + finally: + session.close() + + +def with_session(f): + @wraps(f) + def wrapper(*args, **kwargs): + with session_scope() as session: + try: + result = f(session, *args, **kwargs) + # session.commit() 没有必要的事务提交 + return result + except: + session.rollback() + raise + return wrapper + + +def get_db() -> SessionLocal: + db = SessionLocal() + try: + yield db + finally: + db.close() + + +def get_db0() -> SessionLocal: + db = SessionLocal() + return db \ No newline at end of file diff --git a/common/document_loaders/FilteredCSVloader.py b/common/document_loaders/FilteredCSVloader.py new file mode 100644 index 000000000..a860b62a7 --- /dev/null +++ b/common/document_loaders/FilteredCSVloader.py @@ -0,0 +1,84 @@ +## 指定制定列的csv文件加载器 + +from langchain.document_loaders import CSVLoader +import csv +from io import TextIOWrapper +from typing import Dict, List, Optional +from langchain.docstore.document import Document +from langchain.document_loaders.helpers import detect_file_encodings + + +class FilteredCSVLoader(CSVLoader): + def __init__( + self, + file_path: str, + columns_to_read: List[str], + source_column: Optional[str] = None, + metadata_columns: List[str] = [], + csv_args: Optional[Dict] = None, + encoding: Optional[str] = None, + autodetect_encoding: bool = False, + ): + super().__init__( + file_path=file_path, + source_column=source_column, + metadata_columns=metadata_columns, + csv_args=csv_args, + encoding=encoding, + autodetect_encoding=autodetect_encoding, + ) + self.columns_to_read = columns_to_read + + def load(self) -> List[Document]: + """Load data into document objects.""" + + docs = [] + try: + with open(self.file_path, newline="", encoding=self.encoding) as csvfile: + docs = self.__read_file(csvfile) + except UnicodeDecodeError as e: + if self.autodetect_encoding: + detected_encodings = detect_file_encodings(self.file_path) + for encoding in detected_encodings: + try: + with open( + self.file_path, newline="", encoding=encoding.encoding + ) as csvfile: + docs = self.__read_file(csvfile) + break + except UnicodeDecodeError: + continue + else: + raise RuntimeError(f"Error loading {self.file_path}") from e + except Exception as e: + raise RuntimeError(f"Error loading {self.file_path}") from e + + return docs + + def __read_file(self, csvfile: TextIOWrapper) -> List[Document]: + docs = [] + csv_reader = csv.DictReader(csvfile, **self.csv_args) # type: ignore + for i, row in enumerate(csv_reader): + content = [] + for col in self.columns_to_read: + if col in row: + content.append(f'{col}:{str(row[col])}') + else: + raise ValueError(f"Column '{self.columns_to_read[0]}' not found in CSV file.") + content = '\n'.join(content) + # Extract the source if available + source = ( + row.get(self.source_column, None) + if self.source_column is not None + else self.file_path + ) + metadata = {"source": source, "row": i} + + for col in self.metadata_columns: + if col in row: + metadata[col] = row[col] + + doc = Document(page_content=content, metadata=metadata) + docs.append(doc) + + return docs diff --git a/common/document_loaders/__init__.py b/common/document_loaders/__init__.py new file mode 100644 index 000000000..dfff13eeb --- /dev/null +++ b/common/document_loaders/__init__.py @@ -0,0 +1,11 @@ +from .mypdfloader import RapidOCRPDFLoader +from .myimgloader import RapidOCRLoader +from .mydocloader import RapidOCRDocLoader +from .mypptloader import RapidOCRPPTLoader +from .spikepdfloader import ReaderPDFEve +from .spikedocxloader import ReaderDocxEve +from .spikemdloader import ReaderMarkdownEve +from .spikeimgloader import ReaderIMGEve +from .spikevisionloader import ReaderVisionEve +from .spikexlsxloader import ReaderExcelEve + diff --git a/common/document_loaders/mydocloader.py b/common/document_loaders/mydocloader.py new file mode 100644 index 000000000..7f5462a2e --- /dev/null +++ b/common/document_loaders/mydocloader.py @@ -0,0 +1,71 @@ +from langchain.document_loaders.unstructured import UnstructuredFileLoader +from typing import List +import tqdm + + +class RapidOCRDocLoader(UnstructuredFileLoader): + def _get_elements(self) -> List: + def doc2text(filepath): + from docx.table import _Cell, Table + from docx.oxml.table import CT_Tbl + from docx.oxml.text.paragraph import CT_P + from docx.text.paragraph import Paragraph + from docx import Document, ImagePart + from PIL import Image + from io import BytesIO + import numpy as np + from rapidocr_onnxruntime import RapidOCR + ocr = RapidOCR() + doc = Document(filepath) + resp = "" + + def iter_block_items(parent): + from docx.document import Document + if isinstance(parent, Document): + parent_elm = parent.element.body + elif isinstance(parent, _Cell): + parent_elm = parent._tc + else: + raise ValueError("RapidOCRDocLoader parse fail") + + for child in parent_elm.iterchildren(): + if isinstance(child, CT_P): + yield Paragraph(child, parent) + elif isinstance(child, CT_Tbl): + yield Table(child, parent) + + b_unit = tqdm.tqdm(total=len(doc.paragraphs)+len(doc.tables), + desc="RapidOCRDocLoader block index: 0") + for i, block in enumerate(iter_block_items(doc)): + b_unit.set_description( + "RapidOCRDocLoader block index: {}".format(i)) + b_unit.refresh() + if isinstance(block, Paragraph): + resp += block.text.strip() + "\n" + images = block._element.xpath('.//pic:pic') # 获取所有图片 + for image in images: + for img_id in image.xpath('.//a:blip/@r:embed'): # 获取图片id + part = doc.part.related_parts[img_id] # 根据图片id获取对应的图片 + if isinstance(part, ImagePart): + image = Image.open(BytesIO(part._blob)) + result, _ = ocr(np.array(image)) + if result: + ocr_result = [line[1] for line in result] + resp += "\n".join(ocr_result) + elif isinstance(block, Table): + for row in block.rows: + for cell in row.cells: + for paragraph in cell.paragraphs: + resp += paragraph.text.strip() + "\n" + b_unit.update(1) + return resp + + text = doc2text(self.file_path) + from unstructured.partition.text import partition_text + return partition_text(text=text, **self.unstructured_kwargs) + + +if __name__ == '__main__': + loader = RapidOCRDocLoader(file_path="../tests/samples/ocr_test.docx") + docs = loader.load() + print(docs) diff --git a/common/document_loaders/myimgloader.py b/common/document_loaders/myimgloader.py new file mode 100644 index 000000000..f4d6c1967 --- /dev/null +++ b/common/document_loaders/myimgloader.py @@ -0,0 +1,25 @@ +from typing import List +from langchain.document_loaders.unstructured import UnstructuredFileLoader +from common.document_loaders.ocr import get_ocr + + +class RapidOCRLoader(UnstructuredFileLoader): + def _get_elements(self) -> List: + def img2text(filepath): + resp = "" + ocr = get_ocr() + result, _ = ocr(filepath) + if result: + ocr_result = [line[1] for line in result] + resp += "\n".join(ocr_result) + return resp + + text = img2text(self.file_path) + from unstructured.partition.text import partition_text + return partition_text(text=text, **self.unstructured_kwargs) + + +if __name__ == "__main__": + loader = RapidOCRLoader(file_path="/Users/kilig/Desktop/whiteboard_exported_image.png") + docs = loader.load() + print(docs) diff --git a/common/document_loaders/mypdfloader.py b/common/document_loaders/mypdfloader.py new file mode 100644 index 000000000..ca661eefa --- /dev/null +++ b/common/document_loaders/mypdfloader.py @@ -0,0 +1,87 @@ +from typing import List +from langchain.document_loaders.unstructured import UnstructuredFileLoader +import cv2 +from PIL import Image +import numpy as np +from common.configs import PDF_OCR_THRESHOLD +from common.document_loaders.ocr import get_ocr +import tqdm + + +class RapidOCRPDFLoader(UnstructuredFileLoader): + def _get_elements(self) -> List: + def rotate_img(img, angle): + ''' + img --image + angle --rotation angle + return--rotated img + ''' + + h, w = img.shape[:2] + rotate_center = (w/2, h/2) + #获取旋转矩阵 + # 参数1为旋转中心点; + # 参数2为旋转角度,正值-逆时针旋转;负值-顺时针旋转 + # 参数3为各向同性的比例因子,1.0原图，2.0变成原来的2倍，0.5变成原来的0.5倍 + M = cv2.getRotationMatrix2D(rotate_center, angle, 1.0) + #计算图像新边界 + new_w = int(h * np.abs(M[0, 1]) + w * np.abs(M[0, 0])) + new_h = int(h * np.abs(M[0, 0]) + w * np.abs(M[0, 1])) + #调整旋转矩阵以考虑平移 + M[0, 2] += (new_w - w) / 2 + M[1, 2] += (new_h - h) / 2 + + rotated_img = cv2.warpAffine(img, M, (new_w, new_h)) + return rotated_img + + def pdf2text(filepath): + import fitz # pyMuPDF里面的fitz包，不要与pip install fitz混淆 + import numpy as np + ocr = get_ocr() + doc = fitz.open(filepath) + resp = "" + + b_unit = tqdm.tqdm(total=doc.page_count, desc="RapidOCRPDFLoader context page index: 0") + for i, page in enumerate(doc): + b_unit.set_description("RapidOCRPDFLoader context page index: {}".format(i)) + b_unit.refresh() + text = page.get_text("") + resp += text + "\n" + + img_list = page.get_image_info(xrefs=True) + for img in img_list: + if xref := img.get("xref"): + bbox = img["bbox"] + # 检查图片尺寸是否超过设定的阈值 + if ((bbox[2] - bbox[0]) / (page.rect.width) < PDF_OCR_THRESHOLD[0] + or (bbox[3] - bbox[1]) / (page.rect.height) < PDF_OCR_THRESHOLD[1]): + continue + pix = fitz.Pixmap(doc, xref) + samples = pix.samples + if int(page.rotation)!=0: #如果Page有旋转角度，则旋转图片 + img_array = np.frombuffer(pix.samples, dtype=np.uint8).reshape(pix.height, pix.width, -1) + tmp_img = Image.fromarray(img_array); + ori_img = cv2.cvtColor(np.array(tmp_img),cv2.COLOR_RGB2BGR) + rot_img = rotate_img(img=ori_img, angle=360-page.rotation) + img_array = cv2.cvtColor(rot_img, cv2.COLOR_RGB2BGR) + else: + img_array = np.frombuffer(pix.samples, dtype=np.uint8).reshape(pix.height, pix.width, -1) + + result, _ = ocr(img_array) + if result: + ocr_result = [line[1] for line in result] + resp += "\n".join(ocr_result) + + # 更新进度 + b_unit.update(1) + return resp + + text = pdf2text(self.file_path) + from unstructured.partition.text import partition_text + return partition_text(text=text, **self.unstructured_kwargs) + + +if __name__ == "__main__": + loader = RapidOCRPDFLoader(file_path="") + docs = loader.load() + print(docs) diff --git a/common/document_loaders/mypptloader.py b/common/document_loaders/mypptloader.py new file mode 100644 index 000000000..f14d0728e --- /dev/null +++ b/common/document_loaders/mypptloader.py @@ -0,0 +1,59 @@ +from langchain.document_loaders.unstructured import UnstructuredFileLoader +from typing import List +import tqdm + + +class RapidOCRPPTLoader(UnstructuredFileLoader): + def _get_elements(self) -> List: + def ppt2text(filepath): + from pptx import Presentation + from PIL import Image + import numpy as np + from io import BytesIO + from rapidocr_onnxruntime import RapidOCR + ocr = RapidOCR() + prs = Presentation(filepath) + resp = "" + + def extract_text(shape): + nonlocal resp + if shape.has_text_frame: + resp += shape.text.strip() + "\n" + if shape.has_table: + for row in shape.table.rows: + for cell in row.cells: + for paragraph in cell.text_frame.paragraphs: + resp += paragraph.text.strip() + "\n" + if shape.shape_type == 13: # 13 表示图片 + image = Image.open(BytesIO(shape.image.blob)) + result, _ = ocr(np.array(image)) + if result: + ocr_result = [line[1] for line in result] + resp += "\n".join(ocr_result) + elif shape.shape_type == 6: # 6 表示组合 + for child_shape in shape.shapes: + extract_text(child_shape) + + b_unit = tqdm.tqdm(total=len(prs.slides), + desc="RapidOCRPPTLoader slide index: 1") + # 遍历所有幻灯片 + for slide_number, slide in enumerate(prs.slides, start=1): + b_unit.set_description( + "RapidOCRPPTLoader slide index: {}".format(slide_number)) + b_unit.refresh() + sorted_shapes = sorted(slide.shapes, + key=lambda x: (x.top, x.left)) # 从上到下、从左到右遍历 + for shape in sorted_shapes: + extract_text(shape) + b_unit.update(1) + return resp + + text = ppt2text(self.file_path) + from unstructured.partition.text import partition_text + return partition_text(text=text, **self.unstructured_kwargs) + + +if __name__ == '__main__': + loader = RapidOCRPPTLoader(file_path="../tests/samples/ocr_test.pptx") + docs = loader.load() + print(docs) diff --git a/common/document_loaders/ocr.py b/common/document_loaders/ocr.py new file mode 100644 index 000000000..2b66dd357 --- /dev/null +++ b/common/document_loaders/ocr.py @@ -0,0 +1,18 @@ +from typing import TYPE_CHECKING + + +if TYPE_CHECKING: + try: + from rapidocr_paddle import RapidOCR + except ImportError: + from rapidocr_onnxruntime import RapidOCR + + +def get_ocr(use_cuda: bool = True) -> "RapidOCR": + try: + from rapidocr_paddle import RapidOCR + ocr = RapidOCR(det_use_cuda=use_cuda, cls_use_cuda=use_cuda, rec_use_cuda=use_cuda) + except ImportError: + from rapidocr_onnxruntime import RapidOCR + ocr = RapidOCR() + return ocr diff --git a/common/document_loaders/spikedocxloader.py b/common/document_loaders/spikedocxloader.py new file mode 100644 index 000000000..e9a67a0e9 --- /dev/null +++ b/common/document_loaders/spikedocxloader.py @@ -0,0 +1,22 @@ +# encoding: utf-8 +# @Time : 2024/2/21 +# @Author : Spike +# @Descr : +import os +from typing import List +from langchain.document_loaders.unstructured import UnstructuredFileLoader +from crazy_functions.reader_fns.local_word import DocxHandler +from common.path_handler import init_path + + +class ReaderDocxEve(UnstructuredFileLoader): + + def _get_elements(self) -> List: + def docx2md(file_path): + save_path = os.path.dirname(file_path) + return DocxHandler(file_path, save_path).get_markdown().replace(init_path.base_path, '.') + + markdown = docx2md(file_path=self.file_path) + from unstructured.partition.text import partition_text + return partition_text(text=markdown, **self.unstructured_kwargs) + diff --git a/common/document_loaders/spikeimgloader.py b/common/document_loaders/spikeimgloader.py new file mode 100644 index 000000000..cb4c0572d --- /dev/null +++ b/common/document_loaders/spikeimgloader.py @@ -0,0 +1,24 @@ +# encoding: utf-8 +# @Time : 2024/2/21 +# @Author : Spike +# @Descr : +import os +from typing import List +from langchain.document_loaders.unstructured import UnstructuredFileLoader +from crazy_functions.reader_fns.local_image import ImgHandler +from common.path_handler import init_path + + +class ReaderIMGEve(UnstructuredFileLoader): + + def _get_elements(self) -> List: + def img2text(file_path): + save_path = os.path.dirname(file_path) + result, _, error = ImgHandler(file_path, save_path).get_paddle_ocr() + if error: + raise f"识别图片出错, 返回错误: {error}" + return result.replace(init_path.base_path, '.') + + text = img2text(file_path=self.file_path) + from unstructured.partition.text import partition_text + return partition_text(text=text, **self.unstructured_kwargs) diff --git a/common/document_loaders/spikemdloader.py b/common/document_loaders/spikemdloader.py new file mode 100644 index 000000000..72a28accf --- /dev/null +++ b/common/document_loaders/spikemdloader.py @@ -0,0 +1,21 @@ +# encoding: utf-8 +# @Time : 2024/2/21 +# @Author : Spike +# @Descr : +import os +from typing import List +from langchain.document_loaders.unstructured import UnstructuredFileLoader +from crazy_functions.reader_fns.local_markdown import MdHandler +from common.path_handler import init_path + + +class ReaderMarkdownEve(UnstructuredFileLoader): + + def _get_elements(self) -> List: + def md2md(file_path): + save_path = os.path.dirname(file_path) + return MdHandler(file_path, save_path).get_content().replace(init_path.base_path, '.') + + markdown = md2md(file_path=self.file_path) + from unstructured.partition.text import partition_text + return partition_text(text=markdown, **self.unstructured_kwargs) \ No newline at end of file diff --git a/common/document_loaders/spikepdfloader.py b/common/document_loaders/spikepdfloader.py new file mode 100644 index 000000000..085712e20 --- /dev/null +++ b/common/document_loaders/spikepdfloader.py @@ -0,0 +1,22 @@ +# encoding: utf-8 +# @Time : 2024/2/21 +# @Author : Spike +# @Descr : +import os +from typing import List +from langchain.document_loaders.unstructured import UnstructuredFileLoader +from crazy_functions.reader_fns.local_pdf import PDFHandler +from common.path_handler import init_path + + +class ReaderPDFEve(UnstructuredFileLoader): + + def _get_elements(self) -> List: + def pdf2md(file_path): + save_path = os.path.dirname(file_path) + content = PDFHandler(file_path, save_path).get_markdown() + return content.replace(init_path.base_path, '.') + + markdown = pdf2md(file_path=self.file_path) + from unstructured.partition.text import partition_text + return partition_text(text=markdown, **self.unstructured_kwargs) \ No newline at end of file diff --git a/common/document_loaders/spikevisionloader.py b/common/document_loaders/spikevisionloader.py new file mode 100644 index 000000000..7d15db2d5 --- /dev/null +++ b/common/document_loaders/spikevisionloader.py @@ -0,0 +1,25 @@ +# encoding: utf-8 +# @Time : 2024/2/21 +# @Author : Spike +# @Descr : +import os +from typing import List +from langchain.document_loaders.unstructured import UnstructuredFileLoader +from crazy_functions.reader_fns.local_image import ImgHandler +from common.path_handler import init_path + + +class ReaderVisionEve(UnstructuredFileLoader): + + def _get_elements(self) -> List: + def md2md(file_path): + save_path = os.path.dirname(file_path) + llm_kwargs = {'llm_model': "gemini-pro-vision"} + result, _, error = ImgHandler(file_path, save_path).get_llm_vision(llm_kwargs) + if error: + raise f"识别图片出错, 使用模型: {llm_kwargs}, 返回错误: {error}" + return result.replace(init_path.base_path, '.') + + markdown = md2md(file_path=self.file_path) + from unstructured.partition.text import partition_text + return partition_text(text=markdown, **self.unstructured_kwargs) \ No newline at end of file diff --git a/common/document_loaders/spikexlsxloader.py b/common/document_loaders/spikexlsxloader.py new file mode 100644 index 000000000..598a3f932 --- /dev/null +++ b/common/document_loaders/spikexlsxloader.py @@ -0,0 +1,23 @@ +# encoding: utf-8 +# @Time : 2024/2/21 +# @Author : Spike +# @Descr : +import os +from typing import List +from langchain.document_loaders.unstructured import UnstructuredFileLoader +from crazy_functions.reader_fns.local_excel import XlsxHandler +from common.path_handler import init_path + + +class ReaderExcelEve(UnstructuredFileLoader): + + def _get_elements(self) -> List: + def xl2md(file_path): + ex_handle = XlsxHandler(file_path) + ex_dict = ex_handle.read_as_dict(only_sheet=False) + ex_content = "\n\n---\n\n".join(f"# {i}\n\n{ex_dict[i]}\n" for i in ex_dict) + return ex_content.replace(init_path.base_path, '.') + + markdown = xl2md(file_path=self.file_path) + from unstructured.partition.text import partition_text + return partition_text(text=markdown, **self.unstructured_kwargs) \ No newline at end of file diff --git a/common/embeddings_api.py b/common/embeddings_api.py new file mode 100644 index 000000000..401f099a9 --- /dev/null +++ b/common/embeddings_api.py @@ -0,0 +1,173 @@ +import os + +from langchain.docstore.document import Document +from common.configs import EMBEDDING_MODEL +from common.logger_handler import logger +from common.utils import BaseResponse, get_model_worker_config, list_embed_models +from fastapi import Body +from fastapi.concurrency import run_in_threadpool +from pydantic import BaseModel, root_validator +from typing import Dict, List, Optional +from common.func_box import get_env_proxy_network + + +class ApiConfigParams(BaseModel): + ''' + 在线API配置参数，未提供的值会自动从model_config.ONLINE_LLM_MODEL中读取 + ''' + api_base_url: Optional[str] = None + api_proxy: Optional[str] = None + api_key: Optional[str] = None + secret_key: Optional[str] = None + group_id: Optional[str] = None # for minimax + is_pro: bool = False # for minimax + + APPID: Optional[str] = None # for xinghuo + APISecret: Optional[str] = None # for xinghuo + is_v2: bool = False # for xinghuo + + worker_name: Optional[str] = None + + class Config: + extra = "allow" + + @root_validator(pre=True) + def validate_config(cls, v: Dict) -> Dict: + if config := get_model_worker_config(v.get("worker_name")): + for n in cls.__fields__: + if n in config: + v[n] = config[n] + return v + + def load_config(self, worker_name: str): + self.worker_name = worker_name + if config := get_model_worker_config(worker_name): + for n in self.__fields__: + if n in config: + setattr(self, n, config[n]) + return self + + +class ApiEmbeddingsParams(ApiConfigParams): + texts: List[str] + embed_model: Optional[str] = None + to_query: bool = False # for minimax + + +online_embed_models = ... + + +def embed_texts( + texts: List[str], + embed_model: str = EMBEDDING_MODEL, + to_query: bool = False, +) -> BaseResponse: + ''' + 对文本进行向量化。返回数据格式：BaseResponse(data=List[List[float]]) + ''' + try: + if embed_model in list_embed_models(): # 使用本地Embeddings模型 + from common.utils import load_local_embeddings + + embeddings = load_local_embeddings(model=embed_model) + return BaseResponse(data=embeddings.embed_documents(texts)) + + if embed_model in []: # 使用在线API + config = get_model_worker_config(embed_model) + worker_class = config.get("worker_class") + embed_model = config.get("embed_model") + worker = worker_class() + if worker_class.can_embedding(): + params = ApiEmbeddingsParams(texts=texts, to_query=to_query, embed_model=embed_model) + resp = worker.do_embeddings(params) + return BaseResponse(**resp) + + return BaseResponse(code=500, msg=f"指定的模型 {embed_model} 不支持 Embeddings 功能。") + except Exception as e: + logger.error(e) + return BaseResponse(code=500, msg=f"文本向量化过程中出现错误：{e}") + + +async def aembed_texts( + texts: List[str], + embed_model: str = EMBEDDING_MODEL, + to_query: bool = False, +) -> BaseResponse: + ''' + 对文本进行向量化。返回数据格式：BaseResponse(data=List[List[float]]) + ''' + try: + if embed_model in list_embed_models(): # 使用本地Embeddings模型 + from common.utils import load_local_embeddings + + embeddings = load_local_embeddings(model=embed_model) + return BaseResponse(data=await embeddings.aembed_documents(texts)) + + if embed_model in []: # 使用在线API + return await run_in_threadpool(embed_texts, + texts=texts, + embed_model=embed_model, + to_query=to_query) + except Exception as e: + logger.error(e) + return BaseResponse(code=500, msg=f"文本向量化过程中出现错误：{e}") + + +def embed_texts_endpoint( + texts: List[str] = Body(..., description="要嵌入的文本列表", examples=[["hello", "world"]]), + embed_model: str = Body(EMBEDDING_MODEL, + description=f"使用的嵌入模型，除了本地部署的Embedding模型，也支持在线API({online_embed_models})提供的嵌入服务。"), + to_query: bool = Body(False, description="向量是否用于查询。有些模型如Minimax对存储/查询的向量进行了区分优化。"), +) -> BaseResponse: + ''' + 对文本进行向量化，返回 BaseResponse(data=List[List[float]]) + ''' + return embed_texts(texts=texts, embed_model=embed_model, to_query=to_query) + + +def embed_documents( + docs: List[Document], + embed_model: str = EMBEDDING_MODEL, + to_query: bool = False, +) -> Dict: + """ + 将 List[Document] 向量化，转化为 VectorStore.add_embeddings 可以接受的参数 + """ + texts = [x.page_content for x in docs] + metadatas = [x.metadata for x in docs] + embeddings = embed_texts(texts=texts, embed_model=embed_model, to_query=to_query).data + if embeddings is not None: + return { + "texts": texts, + "embeddings": embeddings, + "metadatas": metadatas, + } + + +def embed_download(model_name='BAAI/bge-large-zh-v1.5'): + # 模型下载 + from common.func_box import Shell + cmd_args = ['python3', '-c', + f"from langchain.embeddings import HuggingFaceBgeEmbeddings; " + f"print(HuggingFaceBgeEmbeddings(model_name='{model_name}'))"] + env = os.environ.copy() + proxy_env = get_env_proxy_network() + if proxy_env and 'no_proxy' in env: + env.pop('no_proxy') + env.update(proxy_env) + shell = Shell(cmd_args, env=env) + return shell, shell.stream_start() + + +def embed_download2py(model_name='BAAI/bge-m3'): + from langchain.embeddings import HuggingFaceBgeEmbeddings + from common.utils import embedding_device + device = embedding_device() + embeddings = HuggingFaceBgeEmbeddings(model_name=model_name, + model_kwargs={'device': device}, + query_instruction='Represent this sentence for searching relevant passages:') + print(embeddings) + + +if __name__ == '__main__': + pass \ No newline at end of file diff --git a/common/func_box.py b/common/func_box.py new file mode 100644 index 000000000..cd2750130 --- /dev/null +++ b/common/func_box.py @@ -0,0 +1,667 @@ +# encoding: utf-8 +# @Time : 2023/4/18 +# @Author : Spike +# @Descr : +import ast +import hashlib +import json +import os.path +import subprocess +import time +import uuid +from typing import Literal +import psutil +import re +import tempfile +import shutil +import requests +import tiktoken +import random +import gradio as gr +import csv +import datetime +import qrcode +from threading import Thread +from queue import Queue, Empty +from PIL import Image, ImageOps +from bs4 import BeautifulSoup +from common.logger_handler import logger +from common.path_handler import init_path +from webui_elem.overwrites import escape_markdown +from shared_utils.config_loader import get_conf + + +class Shell: + def __init__(self, args, env=None): + shell = isinstance(args, str) + self.__args = args + self.subp = subprocess.Popen(self.__args, shell=shell, env=env, + stdin=subprocess.PIPE, stderr=subprocess.PIPE, + stdout=subprocess.PIPE, encoding='utf-8', + errors='ignore', close_fds=True) + self._result = '' + self._error_msg = '' + self.queue = Queue() + + def __reader_thread(self, stream, tag): + """ + Read lines from a streaming source and put them on the queue. + """ + for line in iter(stream.readline, ''): + self.queue.put((tag, line)) + stream.close() + + def stop_thread(self): + self.subp.terminate() + return self._result + + def stream_start(self): + logger.debug(f'Start running commands: {self.__args}') + # Create two threads to read from stdout and stderr respectively. + stdout_thread = Thread(target=self.__reader_thread, args=(self.subp.stdout, 'stdout'), daemon=True) + stderr_thread = Thread(target=self.__reader_thread, args=(self.subp.stderr, 'stderr'), daemon=True) + + # Start both threads. + stdout_thread.start() + stderr_thread.start() + + # Keep yielding lines from the queue until neither thread is alive. + while True: + try: + # Try to get output from the queue; 1 second timeout used just as an example. + tag, line = self.queue.get(timeout=1) + logger.debug(f'{tag}: {str(line).rstrip()}') + yield tag, line + except Empty: + # If no new outputs and both threads are dead, break out of the loop. + if not stdout_thread.is_alive() and not stderr_thread.is_alive(): + break + # Ensure that all remaining messages from streams are yielded. + while not self.queue.empty(): + tag, line = self.queue.get_nowait() + yield tag, line + + def start(self) -> str: + logger.debug(f'Start running commands: {self.__args}') + sys_out = self.subp.stdout + try: + for i in sys_out: + logger.info(i.rstrip()) + self._result += i + except KeyboardInterrupt as p: + return self._result + except Exception as p: + return self._result + finally: + self._error_msg = self.subp.stderr.read() + return self._result + + +def timeStatistics(func): + """ + 统计函数执行时常的装饰器 + """ + + def statistics(*args, **kwargs): + startTiem = time.time() + obj = func(*args, **kwargs) + endTiem = time.time() + ums = startTiem - endTiem + print('func:{} > Time-consuming: {}'.format(func, ums)) + return obj + + return statistics + + +def copy_temp_file(file): + if os.path.exists(file): + exdir = tempfile.mkdtemp() + temp_ = shutil.copy(file, os.path.join(exdir, os.path.basename(file))) + return temp_ + else: + return None + + +def md5_str(st): + # 创建一个 MD5 对象 + md5 = hashlib.md5() + # 更新 MD5 对象的内容 + md5.update(str(st).encode()) + # 获取加密后的结果 + result = md5.hexdigest() + return result + + +# 绝对路径转相对路径 +def local_relative_path(file): + return file.replace(init_path.base_path, ".") + + +# 提取markdown链接 +def extract_link_pf(text, valid_types: list): + text = text.replace('
', '\n') + file_mapping_links = {} + pattern_link = r'(!?\[[^\]]*\].*\([^)]*[^\)].*\))' + matches_path = re.findall(pattern_link, text) + for md_link in matches_path: + pattern_file = r"\(file=(.*)\)" + matches_path = re.findall(pattern_file, md_link) + pattern_local = r"\((/[^)].*)\)" + matches_local = re.findall(pattern_local, md_link) + if matches_path: + if matches_path[0].split('.')[-1] in valid_types or valid_types == ['*']: + file_mapping_links.update({matches_path[0]: md_link}) + elif matches_local: + if os.path.exists(matches_local[0]): + if matches_local[0].split('.')[-1] in valid_types or valid_types == ['*']: + file_mapping_links.update({matches_local[0]: md_link}) + return file_mapping_links + + +# 批量转换图片为base64 +def batch_encode_image(files: dict): + from common.toolbox import encode_image + encode_map = {} + for fp in files: + file_type = os.path.basename(fp).split('.')[-1] + encode_map[fp] = { + "data": encode_image(fp), + "type": file_type.replace('jpg', 'jpeg') # google 识别不了jpg图片格式，狗日的 + } + return encode_map + + +def ipaddr(): + # 获取本地ipx + ip = psutil.net_if_addrs() + for i in ip: + if i == '以太网': + return ip[i][1].address + if ip[i][0][3]: + return ip[i][0][1] + + +def user_client_mark(request: gr.Request): + if request.username: + return request.username + else: + return request.client.host + + +def encryption_str(txt: str) -> object: + """(关键字)(加密间隔)匹配机制（关键字间隔）""" + txt = str(txt) + pattern = re.compile(r"(Authorization|WPS-Sid|Cookie)(:|\s+)\s*([\w-]+?)(,|$|\s)", re.IGNORECASE) + result = pattern.sub(lambda x: x.group(1) + x.group(2) + "XXXX-XXXX" + x.group(4), txt) + return result + + +def tree_out(dir=os.path.dirname(__file__), line=2, filter='', more=''): + """ + 获取本地文件的树形结构转化为Markdown代码文本 + Args: + dir: 指定目录，不指定则当前目录 + line: 深入检索文档深度 + more: 添加更多命令 + filter: 过滤文件 + Returns: None + """ + filter_list = '__*|.*|venv|*.png|*.xlsx' + if filter: filter_list += f'|{filter}' + out = Shell(f'tree {dir} -F -I "{filter_list}" -L {line} {more}').start() + localfile = os.path.join(dir, '.tree.md') + with open(localfile, 'w', encoding='utf-8') as f: + f.write('```\n') + ll = out.splitlines() + file = [] + dir_f = [] + for i in ll: + # 过滤出常规的文件夹内文件 + if '│\xa0\xa0 ├' in i or '│\xa0\xa0 ├──' in i or '│\xa0\xa0 └──' in i or '│\xa0\xa0 │' in i: + dir_f.append(i) + elif ' ├──' in i or ' └──' in i: # 过滤字符串末尾的文件夹内文件 + i = i.replace(' ', '│\xa0\xa0') + dir_f.append(i) + elif i.endswith('/'): # 文件夹处理 + i = i.replace('└──', '├──') + dir_f.append(i) + else: + file.append(i) + file[-3] = file[-3].replace('├──', '└──') + f.write('\n'.join(dir_f) + '\n'.join(file)) + f.write('\n```\n') + + +def check_json_format(file): + """ + 检查上传的Json文件是否符合规范 + """ + new_dict = {} + data = json.load(file) + if type(data) is list and len(data) > 0: + if type(data[0]) is dict: + for i in data: + new_dict.update({i['act']: i['prompt']}) + return new_dict + + +def json_convert_dict(file): + """ + 批量将json转换为字典 + """ + new_dict = {} + for root, dirs, files in os.walk(file): + for f in files: + if f.startswith('prompt') and f.endswith('json'): + new_dict.update(check_json_format(f)) + return new_dict + + +def prompt_personal_tag(select, ipaddr): + all_, personal = get_conf('preset_prompt')['key'] + if select and personal != select and all_ != select: + tab_cls = select + '_sys' + else: + tab_cls = str(ipaddr) + return tab_cls + + +def check_expected_time(): + """检查是否工作时间""" + current_time = datetime.datetime.now().time() + morning_start = datetime.time(9, 0) + morning_end = datetime.time(12, 0) + afternoon_start = datetime.time(14, 0) + afternoon_end = datetime.time(18, 0) + if (morning_start <= current_time <= morning_end) or (afternoon_start <= current_time <= afternoon_end): + return False + else: + return True + + +def get_directory_list(folder_path, user_info='temp'): + allow_list = [] + build_list = [] + know_user_build, know_user_allow = get_conf('know_user_build', 'know_user_allow') + for root, dirs, files in os.walk(folder_path): + for dir_name in dirs: + if know_user_allow: + allow_list.append(dir_name) + if know_user_build and 'index.faiss' in files: + build_list.append(os.path.basename(root)) + elif user_info in files and 'index.faiss' in files: + build_list.append(os.path.basename(root)) + return allow_list, build_list + + +def get_files_list(folder_path, filter_format: list): + # 获取符合条件的文件列表 + os.makedirs(folder_path, exist_ok=True) + file_list = [os.path.join(folder_path, f) for f in os.listdir(folder_path) + if os.path.isfile(os.path.join(folder_path, f)) + and os.path.splitext(f)[1] in filter_format] + # 使用文件修改时间排序文件列表 + sorted_files = sorted(file_list, key=lambda x: os.path.getmtime(x), reverse=True) + only_name = [os.path.splitext(os.path.basename(f))[0] for f in sorted_files] + # 获取最新的文件名 + newest_file = only_name[0] if only_name else None + newest_file_path = sorted_files[0] if only_name else None + return sorted_files, only_name, newest_file_path, newest_file + + +def split_csv_by_quarter(file_path, date_format='%Y-%m-%d %H:%M:%S'): + # 获取文件名和扩展名 + file_name, file_ext = os.path.splitext(file_path) + result_files = {} + + with open(file_path, 'r') as csv_file: + reader = csv.reader(csv_file) + headers = next(reader) # 读取表头 + first_row = next(reader) # 读取第一行数据 + first_cell = first_row[0] # 第一列的值 + try: + datetime.datetime.strptime(first_cell, date_format) # 判断第一列是否为时间格式 + is_datetime = True + except ValueError: + is_datetime = False + + if is_datetime: + # 拆分文件并写入新的CSV文件 + quarter_start = datetime.datetime.strptime(first_cell, date_format).date() + for row in reader: + cell_value = row[0] + if not cell_value: + continue + cell_date = datetime.datetime.strptime(cell_value, date_format).date() + quarter_data = [row] + quarter_start = quarter_start.replace(year=cell_date.year).replace(month=cell_date.month) + quarter = quarter_start.month // 3 + 1 + if quarter > 4: quarter = 4 + quarter_file_path = f"{file_name}_{quarter_start.year}_Q{quarter}{file_ext}" + writer = csv.writer(open(quarter_file_path, 'a', newline='')) + writer.writerows(quarter_data) # 写入季度数据 + result_files[quarter_file_path] = '' + + # 在写入完所有数据后再写入表头 + for quarter_file_path in result_files: + with open(quarter_file_path, 'r+') as quarter_file: + content = quarter_file.read() + quarter_file.seek(0, 0) # 将文件指针移回文件开头 + quarter_file.write(','.join(headers) + '\n') # 写入表头 + quarter_file.write(content) # 写入之前的内容 + else: + result_files[file_path] = '' + result_files = [i for i in result_files] + return result_files + + +def handling_defect_files(file_manifest: list): + bugs_list = [mani for mani in file_manifest if '缺陷' in mani] # 筛选出带有缺陷字样的文件list + file_manifest = [x for x in file_manifest if x not in bugs_list] # 过滤掉筛选出来的文件 + temp_file = [] + for i in bugs_list: + temp_file.extend(split_csv_by_quarter(i)) + file_manifest.extend(temp_file) + return file_manifest + + +def new_button_display(select): + if '新建分类' == select: + return gr.Textbox.update(visible=True) + else: + return gr.Textbox.update(visible=False) + + +def pattern_html(html): + bs = BeautifulSoup(str(html), 'html.parser') + md_message = bs.find('div', {'class': 'md-message'}) + if md_message: + return md_message.get_text(separator='') + else: + return "" + + +def num_tokens_from_string(listing: list, encoding_name: str = 'cl100k_base') -> int: + """Returns the number of tokens in a text string.""" + count_tokens = 0 + for i in listing: + encoding = tiktoken.get_encoding(encoding_name) + count_tokens += len(encoding.encode(str(i))) + return count_tokens + + +def check_list_format(input_string): + try: + list_object = ast.literal_eval(input_string) + if isinstance(list_object, list): + return list_object + else: + return False + except: + return False + + +def txt_converter_json(input_string): + try: + if input_string.startswith("{") and input_string.endswith("}"): + # 尝试将字符串形式的字典转换为字典对象 + dict_object = ast.literal_eval(input_string) + else: + # 尝试将字符串解析为JSON对象 + dict_object = json.loads(input_string) + formatted_json_string = json.dumps(dict_object, indent=4, ensure_ascii=False) + return formatted_json_string + except (ValueError, SyntaxError): + return input_string + + +def md_division_line(): + gr.Markdown("---", elem_classes="hr-line") + + +def git_log_list(): + ll = Shell("git log --pretty=format:'%s | %h' -n 10").start().splitlines() + return [i.split('|') for i in ll if 'branch' not in i][:5] + + +def replace_special_chars(file_name): + if '-' in file_name: # 避免文件名太长 + file_name = file_name.rsplit('-', 1)[0] + # 该正则表达式匹配除了数字、字母、下划线、点、空格、中文字符、【和】以外的所有字符 + + new_name = re.sub(r'[^\d\w\s\.\_\u4e00-\u9fff【】]', '', file_name).rstrip().replace(' ', '_') + if not new_name: + new_name = created_atime() + return new_name + + +def qr_code_generation(data, icon_path=None, file_name='qc_icon.png'): + # 创建qrcode对象 + qr = qrcode.QRCode(version=2, error_correction=qrcode.constants.ERROR_CORRECT_Q, box_size=10, border=2, ) + qr.add_data(data) + # 创建二维码图片 + img = qr.make_image() + # 图片转换为RGBA格式 + img = img.convert('RGBA') + # 返回二维码图片的大小 + img_w, img_h = img.size + # 打开logo + if not icon_path: + icon_path = get_conf('qc_icon_path') + logo = Image.open(icon_path) + # logo大小为二维码的四分之一 + logo_w = img_w // 4 + logo_h = img_w // 4 + # 修改logo图片大小 + logo = logo.resize((logo_w, logo_h), Image.LANCZOS) # or Image.Resampling.LANCZOS + # 填充logo背景色透明 + ImageOps.pad(logo, (logo_w, logo_h), method=Image.LANCZOS) + # 把logo放置在二维码中间 + w = (img_w - logo_w) // 2 + h = (img_h - logo_h) // 2 + img.paste(logo, (w, h)) + qr_path = os.path.join(init_path.logs_path, file_name) + img.save(qr_path) + return qr_path + + +def favicon_ascii(): + from pyfiglet import Figlet + fonts = ['modular', 'big_money-se', 'lean', 'big_money-sw', 'dos_rebel', + 'swamp_land', 'arrows', 'epic', 'ansi_shadow', 'bloody'] + # 'doh', 'slant_relief', 'alpha', 'ogre', 'isometric1', 这些效果不好 + font = random.choice(fonts) + fig = Figlet(font=font, width=300) + appname = get_conf('APPNAME') + return f"
{fig.renderText(appname)}
" + + +def created_atime(): + import datetime + return datetime.datetime.now().strftime("%Y%m%d_%H%M%S") + + +def 通知机器人(error): + robot_hook = get_conf('robot_hook') + if not robot_hook: return + title = '## 警告警告\n' + results = "> {}".format('哈喽小主，chatbot 遇到意料之外的状况了呢，详情请查看以下报错信息') + notice = '所有人' + # 发送内容 + markdown = { + "msgtype": "markdown", + "markdown": { + "text": f"{title}\n\n{results}\n\n{notice}\n\n{error}" + } + } + # 发送通知 + quet = requests.post(url=robot_hook, json=markdown, verify=False) + + +def get_files_and_dirs(path, filter_allow): + result = [] + for item in os.listdir(path): + item_path = os.path.join(path, item) + if os.path.isfile(item_path): + result.append('./{}'.format(item)) + result.append(item) + elif os.path.isdir(item_path): + if item not in filter_allow: + result.append(item) + return result + + +def match_chat_information(text): + pattern = r'
(.*?)
' + match = re.search(pattern, text, flags=re.DOTALL) + if match: + return escape_markdown(match.group(1), reverse=True) + else: + return text + + +def replace_expected_text(prompt: str, content: str, expect='{{{v}}}'): + """ 查找prompt中expect相关占位符，并将content替换到prompt中 + Args: + prompt: 提示词 + content: 正文 + expect: 预期替换的文本 + Returns: + """ + if prompt.find(expect) != -1: + content = prompt.replace(expect, content) + else: + content = content + prompt + return content + + +def get_avatar_img(llm_s: str, bot_avatar): + chat_bot_path = os.path.join(init_path.assets_path, 'chatbot_avatar') + file_list, only_name, new_path, new_name = get_files_list(chat_bot_path, + filter_format=['.png', '.svg']) + chat_img = '' + for i in range(len(only_name)): + if llm_s.startswith(only_name[i]): + chat_img = file_list[i] + if not chat_img: + for i in range(len(only_name)): + if only_name[i] in llm_s: + chat_img = file_list[i] + if bot_avatar: + chat_img = bot_avatar + if chat_img: + return ['./docs/assets/chatbot_avatar/logo.png', chat_img.replace(init_path.base_path, '.')] + else: + return ['./docs/assets/chatbot_avatar/logo.png', './docs/assets/chatbot_avatar/logo.png'] + + +valid_img_extensions = ['png', 'jpg', 'jpeg', 'bmp', 'svg', 'webp', 'ico', 'tif', 'tiff', 'raw', 'eps', 'gif'] +vain_open_extensions = ['exe', 'dll', 'so', 'bin', 'dat', 'img', 'ISO'] + + +def split_parse_url(url, tag: list | None, index=1) -> str: + if url: # 有url 才往下走 + url_parts = re.split('[/?=&#]+', url) + if not tag and url: + return url_parts[index] + for i in range(len(url_parts)): + if url_parts[i] in tag: + return url_parts[i + index] + + +def split_domain_url(link_limit, start='http', domain_name: list = ['']) -> list: + link = re.split(r'[ \t,;()\n]', re.sub(r'\s+', ' ', str(link_limit).strip())) + links = [] + for i in link: + if i.startswith(start) and any(name in i for name in domain_name): + links.append(i) + return links + + +def handle_timestamp(timestamp, end_unit: Literal['d', 's'] = 'd'): + """ + 将时间戳转换为格式化的时间字符串,如果不是时间戳则返回原数据。 + Args: + end_unit: 指定结尾的单位 + timestamp: 可能是时间戳的数据 + Returns: + Union: 如果是时间戳,返回格式化的时间字符串;否则返回原数据 + """ + + try: + # 尝试将输入转换为浮点数时间戳 + timestamp_float = float(timestamp) + # 判断时间戳是否为毫秒级 + if timestamp_float >= 1000000000000: + # 毫秒级时间戳需要除以1000 + timestamp_float /= 1000 + elif timestamp_float < 1000000000: + return timestamp + # 将时间戳转换为datetime对象 + time_obj = datetime.datetime.fromtimestamp(timestamp_float) + if end_unit == 'd': + format_time = '%Y-%m-%d' + elif end_unit == 's': + format_time = '%Y-%m-%d %H:%M:%S' + else: + format_time = '%Y-%m-%d' + # 格式化输出时间字符串 + return time_obj.strftime(format_time) + except (ValueError, OSError, TypeError): + # 如果转换失败,则返回原数据 + return timestamp + + +def is_within_days(input_date, difference=7): + # 获取当前日期 + today = datetime.date.today() + + # 将输入的日期字符串转换为日期对象 + if isinstance(input_date, str): + try: + date_times = datetime.date.fromisoformat(input_date) + except ValueError: + return input_date + elif isinstance(input_date, bool): + return input_date + elif isinstance(input_date, int): + if input_date >= 1000000000000: + # 毫秒级时间戳需要除以1000 + input_date /= 1000 + date_times = datetime.date.fromtimestamp(float(input_date)) # 将时间戳转换为浮点数后再转换为日期对象 + else: + return input_date + # 计算日期差值（绝对值） + delta = abs((date_times - today).days) + + # 检查日期差值是否小于等于7天 + return delta <= difference + + +def is_delayed_time(input_date, compare_time=None): + if input_date < 1000000000: + return True + if not compare_time: + compare_time = int(time.time() * 1000) + remaining_days = (input_date - compare_time) // (1000 * 60 * 60 * 24) + if remaining_days >= 0: + return remaining_days + else: + return False + + +def get_env_proxy_network(): + proxies = get_conf('proxies') + proxy_dict = {} + if proxies is not None: + if 'http' in proxies: + proxy_dict['HTTP_PROXY'] = proxies['http'] + if 'https' in proxies: + proxy_dict['HTTPS_PROXY'] = proxies['https'] + return proxy_dict + + +if __name__ == '__main__': + txt = """ + """ + print(split_domain_url(txt, domain_name=['lg0v2tirko'])) diff --git a/common/gr_converter_html.py b/common/gr_converter_html.py new file mode 100644 index 000000000..7b78ea338 --- /dev/null +++ b/common/gr_converter_html.py @@ -0,0 +1,136 @@ +# encoding: utf-8 +# @Time : 2024/4/19 +# @Author : Spike +# @Descr : +import json +import os +import random +import uuid + +from common.path_handler import init_path +from shared_utils.config_loader import get_conf +from common.func_box import valid_img_extensions, local_relative_path +from crazy_functions.reader_fns.local_markdown import to_markdown_tabs + + +def get_html(filename): + path = os.path.join(init_path.base_path, "docs/assets/html", filename) + if os.path.exists(path): + with open(path, encoding="utf8") as file: + return file.read() + return "" + + +def spike_toast(content='保存成功', title='Success'): + return get_html('gradio_toast.html').format(title=title, content=content) + + +def html_download_blank(__href, dir_name=''): + CUSTOM_PATH = get_conf('CUSTOM_PATH') + if os.path.exists(__href): + __href = f'{CUSTOM_PATH}file={__href}' + if not dir_name: + dir_name = str(__href).split('/')[-1] + a = f'{dir_name}' + return a + + +def html_iframe_code(html_file): + html_file = html_local_file(html_file) + ifr = f'' + return ifr + + +def get_fold_panel(btn_id=None): + if not btn_id: + btn_id = uuid.uuid4().hex + + def _format(title, content: str = '', status=''): + if isinstance(status, bool) and status: + status = 'Done' + fold_html = get_html('fold-panel.html').replace('{id}', btn_id) + if isinstance(content, dict): + content = json.dumps(content, indent=4, ensure_ascii=False) + content = f'\n```\n{content.replace("```", "").strip()}\n```\n' + title = title.replace('\n', '').strip() + return fold_html.format(title=f"

{title}

", content=content, status=status) + + return _format + + +def html_local_img(__file, layout='left', max_width=None, max_height=None, md=True): + style = '' + if max_width is not None: + style += f"max-width: {max_width};" + if max_height is not None: + style += f"max-height: {max_height};" + file_name = os.path.basename(__file) + __file = html_local_file(__file) + a = f'
' + if md: + a = f'![{file_name}]({__file})' + return a + + +def html_local_file(file): + if os.path.exists(str(file)): + file = f'file={local_relative_path(file)}' + return file + + +def link_mtime_to_md(file, time_stamp=True): + link_local = html_local_file(file) + link_name = os.path.basename(file) + a = f"[{link_name}]({link_local})" + if time_stamp: + a = a[:-1] + f"?{os.path.getmtime(file)})" + return a + + +def html_view_blank(__href: str, to_tabs=False): + __file = __href.replace(init_path.base_path, ".") + __href = html_local_file(__href) + a = link_mtime_to_md(__file) + if to_tabs: + a = f' {__file}' + a = "\n\n" + to_markdown_tabs(head=['下载地址', '插件复用地址'], tabs=[[__file], [a]]) + "\n\n" + return a + + +def file_manifest_filter_type(file_list, filter_: list = None, md_type=False): + new_list = [] + if not filter_: + filter_ = valid_img_extensions + for file in file_list: + if str(os.path.basename(file)).split('.')[-1] in filter_: + new_list.append(html_local_img(file, md=md_type)) + elif os.path.exists(file): + new_list.append(link_mtime_to_md(file, time_stamp=False)) + else: + new_list.append(file) + return new_list + + +def html_tag_color(tag, color=None, font='black'): + """ + 将文本转换为带有高亮提示的html代码 + """ + if not color: + rgb = (random.randint(0, 255), random.randint(0, 255), random.randint(0, 255)) + color = f"rgb{rgb}" + tag = f' {tag} ' + return tag + + +def html_folded_code(txt): + # 使用markdown的代码块折叠多余的信息，最多显示三行，详情可以全局搜索language-folded + mark_txt = f'```folded\n{txt}\n```' + return mark_txt + + +def html_a_blank(__href, name=''): + if not name: + name = __href + a = f'{name}' + a = f"[{__href}]({name})" + return a diff --git a/common/history_handler.py b/common/history_handler.py new file mode 100644 index 000000000..1f4ca12cb --- /dev/null +++ b/common/history_handler.py @@ -0,0 +1,116 @@ +# encoding: utf-8 +# @Time : 2023/9/20 +# @Author : Spike +# @Descr : +import json +import os +import copy +import gradio as gr +from bs4 import BeautifulSoup + +from common.path_handler import init_path +from shared_utils.config_loader import get_conf + + +class HistoryJsonHandle: + + def __init__(self, file_name): + from webui_elem.overwrites import escape_markdown + self.escape_markdown = escape_markdown + self.plugin_format = {} + self.base_data_format = { + 'chat': [], + 'chat_llms': {} + } + self.chat_tag = 'raw-message hideM' + self.file_name = file_name + if os.path.exists(str(self.file_name)): + with open(self.file_name, 'r') as fp: + self.base_data_format.update(json.load(fp)) + + def analysis_chat_history(self, chat_list: list[list], cookies: dict): + copy_cookies = copy.copy(cookies) + if cookies.get('api_key'): + copy_cookies.pop('api_key') + if cookies.get('plugin_state'): + copy_cookies.pop('plugin_state') + self.base_data_format['chat_llms'].update(copy_cookies) + index_old = len(self.base_data_format['chat']) + for chat in chat_list[index_old:]: + handle_chat = [] + for i in chat: + if str(i).find(self.chat_tag) != -1: + soup = BeautifulSoup(i, 'html.parser') + raw_message = soup.select_one('.raw-message.hideM').text + handle_chat.append(raw_message) + else: + handle_chat.append(i) + chat_format = {'on_chat': handle_chat} + self.base_data_format['chat'].append(chat_format) + if cookies.get('is_plugin'): + self.base_data_format['chat'][-1].update({'plugin': cookies.get('is_plugin')}) + del self.base_data_format['chat_llms']['is_plugin'] + # 在写入前，记得删除key + if self.base_data_format['chat_llms'].get('api-key'): + del self.base_data_format['chat_llms']['api-key'] + with open(self.file_name, 'w', encoding='utf-8') as fp: + json.dump(self.base_data_format, fp, indent=2, ensure_ascii=False) + return self + + def delete_the_latest_chat(self): + try: + self.base_data_format['chat'] = self.base_data_format['chat'][:-1] + self.base_data_format['chat_llms']['history'] = self.base_data_format['chat_llms']['history'][:-2] + except: + pass + if self.base_data_format['chat_llms'].get('api-key'): + del self.base_data_format['chat_llms']['api-key'] + with open(self.file_name, 'w', encoding='utf-8') as fp: + json.dump(self.base_data_format, fp, indent=2, ensure_ascii=False) + return self + + def update_for_history(self, cookies: dict, select): + from common.func_box import get_avatar_img + cookies.update(self.base_data_format['chat_llms']) + llms = self.base_data_format['chat_llms'] + default_params, LLM_MODEL, = get_conf('LLM_DEFAULT_PARAMETER', 'LLM_MODEL') + llms_combo = [llms.get(key, default_params[key]) for key in default_params] + llms_combo[-1] = self.base_data_format['chat_llms'].get('system_prompt', '') + llm_select = str(self.base_data_format['chat_llms'].get('llm_model', LLM_MODEL)).split('&')[0] + llms_combo.append(gr.update(value=llm_select)) + chat_list = [i['on_chat'] for i in self.base_data_format['chat']] + chatbot = gr.update(value=chat_list, + avatar_images=get_avatar_img(llm_select, + self.base_data_format['chat_llms'].get('bot_avatar'))) + history = self.base_data_format['chat_llms'].get('history', []) + try: + cookies['first_chat'] = select + cookies['last_chat'] = self.base_data_format['chat'][-1]['on_chat'][0] + return [chatbot, history, cookies, *llms_combo] + except Exception: + return [chatbot, history, cookies, *llms_combo] + + +def _get_user_object(chatbot, ipaddr): + chatbot = copy.copy(chatbot) + cookies = chatbot.get_cookies() + file_path = os.path.join(init_path.private_history_path, ipaddr) + os.makedirs(file_path, exist_ok=True) + file_name = os.path.join(file_path, f"{cookies['first_chat']}.json") + return file_name, cookies + + +def thread_write_chat_json(chatbot, ipaddr): + file_name, cookies = _get_user_object(chatbot, ipaddr) + history_json_handle = HistoryJsonHandle(file_name) + history_json_handle.analysis_chat_history(chatbot, cookies) + + +def get_user_basedata(chatbot, ipaddr): + file_name, cookies = _get_user_object(chatbot, ipaddr) + history_json_handle = HistoryJsonHandle(file_name) + base_data = history_json_handle.base_data_format + return base_data + +# class PromptJsonHandle: +# 不能用文件去保存提示词，如果多个用户操作同一份文件，会出错呢 diff --git a/common/init_database.py b/common/init_database.py new file mode 100644 index 000000000..400004f96 --- /dev/null +++ b/common/init_database.py @@ -0,0 +1,140 @@ +import sys + +sys.path.append(".") +from common.knowledge_base.migrate import (create_tables, reset_tables, import_from_db, + folder2db, prune_db_docs, prune_folder_files) +from common.db.repository import prompt_repository +from common.configs.model_config import NLTK_DATA_PATH, EMBEDDING_MODEL +import nltk + +nltk.data.path = [NLTK_DATA_PATH] + nltk.data.path +from datetime import datetime + +if __name__ == "__main__": + import argparse + + parser = argparse.ArgumentParser(description="please specify only one operate method once time.") + + parser.add_argument( + "-r", + "--recreate-vs", + action="store_true", + help=(''' + recreate vector store. + use this option if you have copied document files to the content folder, but vector store has not been populated or DEFAUL_VS_TYPE/EMBEDDING_MODEL changed. + ''' + ) + ) + parser.add_argument( + "--create-tables", + action="store_true", + help=("create empty tables if not existed") + ) + parser.add_argument( + "--clear-tables", + action="store_true", + help=("create empty tables, or drop the database tables before recreate vector stores") + ) + parser.add_argument( + '-sr', + "--import-db", + help="import tables from specified sqlite database" + ) + parser.add_argument( + '-d', + "--import-pdb", + action="store_true", # Add this line + help="初始化提示词" + ) + parser.add_argument( + '-ex', + "--export-pdb", + action="store_true", # Add this line + help="导出提示词" + ) + parser.add_argument( + "-u", + "--update-in-db", + action="store_true", + help=(''' + update vector store for files exist in database. + use this option if you want to recreate vectors for files exist in db and skip files exist in local folder only. + ''' + ) + ) + parser.add_argument( + "-i", + "--increment", + action="store_true", + help=(''' + update vector store for files exist in local folder and not exist in database. + use this option if you want to create vectors incrementally. + ''' + ) + ) + parser.add_argument( + "--prune-db", + action="store_true", + help=(''' + delete docs in database that not existed in local folder. + it is used to delete database docs after user deleted some doc files in file browser + ''' + ) + ) + parser.add_argument( + "--prune-folder", + action="store_true", + help=(''' + delete doc files in local folder that not existed in database. + is is used to free local disk space by delete unused doc files. + ''' + ) + ) + parser.add_argument( + "-n", + "--kb-name", + type=str, + nargs="+", + default=[], + help=("specify knowledge base names to operate on. default is all folders exist in KB_ROOT_PATH.") + ) + parser.add_argument( + "-e", + "--embed-model", + type=str, + default=EMBEDDING_MODEL, + help=("specify embeddings model.") + ) + + args = parser.parse_args() + start_time = datetime.now() + + if args.create_tables: + create_tables() # confirm tables exist + + if args.clear_tables: + reset_tables() + print("database tables reset") + + if args.recreate_vs: + create_tables() + print("recreating all vector stores") + folder2db(kb_names=args.kb_name, mode="recreate_vs", embed_model=args.embed_model) + elif args.import_pdb: + create_tables() + prompt_repository.batch_import_prompt_dir() + elif args.export_pdb: + prompt_repository.batch_export_path() + elif args.import_db: + import_from_db(args.import_db) + elif args.update_in_db: + folder2db(kb_names=args.kb_name, mode="update_in_db", embed_model=args.embed_model) + elif args.increment: + folder2db(kb_names=args.kb_name, mode="increment", embed_model=args.embed_model) + elif args.prune_db: + prune_db_docs(args.kb_name) + elif args.prune_folder: + prune_folder_files(args.kb_name) + + end_time = datetime.now() + print(f"总计用时： {end_time - start_time}") diff --git a/common/knowledge_base/__init__.py b/common/knowledge_base/__init__.py new file mode 100644 index 000000000..19de50446 --- /dev/null +++ b/common/knowledge_base/__init__.py @@ -0,0 +1,3 @@ +# from .kb_api import list_kbs, create_kb, delete_kb +# from .kb_doc_api import list_docs, upload_doc, delete_doc, update_doc, download_doc, recreate_vector_store +# from .utils import KnowledgeFile, KBServiceFactory diff --git a/common/knowledge_base/kb_api.py b/common/knowledge_base/kb_api.py new file mode 100644 index 000000000..96fb629cb --- /dev/null +++ b/common/knowledge_base/kb_api.py @@ -0,0 +1,64 @@ +import urllib +from common.utils import BaseResponse, ListResponse +from common.knowledge_base.utils import validate_kb_name +from common.knowledge_base.kb_service.base import KBServiceFactory +from common.db.repository.knowledge_base_repository import list_kbs_from_db +from common.configs import EMBEDDING_MODEL +from common.logger_handler import logger +from fastapi import Body + + +def list_kbs(): + # Get List of Knowledge Base + return ListResponse(data=list_kbs_from_db()) + + +def create_kb(knowledge_base_name: str = Body(..., examples=["samples"]), + vector_store_type: str = Body("faiss"), + embed_model: str = Body(EMBEDDING_MODEL), + ) -> BaseResponse: + # Create selected knowledge base + if not validate_kb_name(knowledge_base_name): + return BaseResponse(code=403, msg="Don't attack me") + if knowledge_base_name is None or knowledge_base_name.strip() == "": + return BaseResponse(code=404, msg="知识库名称不能为空，请重新填写知识库名称") + + kb = KBServiceFactory.get_service_by_name(knowledge_base_name) + if kb is not None: + return BaseResponse(code=404, msg=f"已存在同名知识库 {knowledge_base_name}") + + kb = KBServiceFactory.get_service(knowledge_base_name, vector_store_type, embed_model) + try: + kb.create_kb() + except Exception as e: + msg = f"创建知识库出错： {e}" + logger.error(f'{e.__class__.__name__}: {msg}') + return BaseResponse(code=500, msg=msg) + + return BaseResponse(code=200, msg=f"已新增知识库 {knowledge_base_name}") + + +def delete_kb( + knowledge_base_name: str = Body(..., examples=["samples"]) +) -> BaseResponse: + # Delete selected knowledge base + if not validate_kb_name(knowledge_base_name): + return BaseResponse(code=403, msg="Don't attack me") + knowledge_base_name = urllib.parse.unquote(knowledge_base_name) + + kb = KBServiceFactory.get_service_by_name(knowledge_base_name) + + if kb is None: + return BaseResponse(code=404, msg=f"未找到知识库 {knowledge_base_name}") + + try: + clear_status = kb.clear_vs() + status = kb.drop_kb() + if status: + return BaseResponse(code=200, msg=f"成功删除知识库 {knowledge_base_name}") + except Exception as e: + msg = f"删除知识库时出现意外： {e}" + logger.error(f'{e.__class__.__name__}: {msg}') + return BaseResponse(code=500, msg=msg) + + return BaseResponse(code=500, msg=f"删除知识库失败 {knowledge_base_name}") diff --git a/common/knowledge_base/kb_cache/base.py b/common/knowledge_base/kb_cache/base.py new file mode 100644 index 000000000..b7cc0c709 --- /dev/null +++ b/common/knowledge_base/kb_cache/base.py @@ -0,0 +1,167 @@ +from langchain.embeddings.base import Embeddings +from langchain.vectorstores.faiss import FAISS +import threading +from common.configs import (EMBEDDING_MODEL, CHUNK_SIZE) +from common.utils import embedding_device, get_model_path +from contextlib import contextmanager +from collections import OrderedDict +from typing import List, Any, Union, Tuple +from common.logger_handler import logger + + +class ThreadSafeObject: + def __init__(self, key: Union[str, Tuple], obj: Any = None, pool: "CachePool" = None): + self._obj = obj + self._key = key + self._pool = pool + self._lock = threading.RLock() + self._loaded = threading.Event() + + def __repr__(self) -> str: + cls = type(self).__name__ + return f"<{cls}: key: {self.key}, obj: {self._obj}>" + + @property + def key(self): + return self._key + + @contextmanager + def acquire(self, owner: str = "", msg: str = "") -> FAISS: + owner = owner or f"thread {threading.get_native_id()}" + try: + self._lock.acquire() + if self._pool is not None: + self._pool._cache.move_to_end(self.key) + logger.info(f"{owner} 开始操作：{self.key}。{msg}") + yield self._obj + finally: + logger.info(f"{owner} 结束操作：{self.key}。{msg}") + self._lock.release() + + def start_loading(self): + self._loaded.clear() + + def finish_loading(self): + self._loaded.set() + + def wait_for_loading(self): + self._loaded.wait() + + @property + def obj(self): + return self._obj + + @obj.setter + def obj(self, val: Any): + self._obj = val + + +class CachePool: + def __init__(self, cache_num: int = -1): + self._cache_num = cache_num + self._cache = OrderedDict() + self.atomic = threading.RLock() + + def keys(self) -> List[str]: + return list(self._cache.keys()) + + def _check_count(self): + if isinstance(self._cache_num, int) and self._cache_num > 0: + while len(self._cache) > self._cache_num: + self._cache.popitem(last=False) + + def get(self, key: str) -> ThreadSafeObject: + if cache := self._cache.get(key): + cache.wait_for_loading() + return cache + + def set(self, key: str, obj: ThreadSafeObject) -> ThreadSafeObject: + self._cache[key] = obj + self._check_count() + return obj + + def pop(self, key: str = None) -> ThreadSafeObject: + if key is None: + return self._cache.popitem(last=False) + else: + return self._cache.pop(key, None) + + def acquire(self, key: Union[str, Tuple], owner: str = "", msg: str = ""): + cache = self.get(key) + if cache is None: + raise RuntimeError(f"请求的资源 {key} 不存在") + elif isinstance(cache, ThreadSafeObject): + self._cache.move_to_end(key) + return cache.acquire(owner=owner, msg=msg) + else: + return cache + + def load_kb_embeddings( + self, + kb_name: str, + embed_device: str = embedding_device(), + default_embed_model: str = EMBEDDING_MODEL, + ) -> Embeddings: + from common.db.repository.knowledge_base_repository import get_kb_detail + from common.knowledge_base.kb_service.base import EmbeddingsFunAdapter + + kb_detail = get_kb_detail(kb_name) + embed_model = kb_detail.get("embed_model", default_embed_model) + + # if embed_model in list_online_embed_models(): + # return EmbeddingsFunAdapter(embed_model) + # else: + return embeddings_pool.load_embeddings(model=embed_model, device=embed_device) + + +class EmbeddingsPool(CachePool): + def load_embeddings(self, model: str = None, device: str = None) -> Embeddings: + self.atomic.acquire() + model = model or EMBEDDING_MODEL + device = embedding_device() + key = (model, device) + if not self.get(key): + item = ThreadSafeObject(key, pool=self) + self.set(key, item) + with item.acquire(msg="初始化"): + self.atomic.release() + if model == "text-embedding-ada-002": # openai text-embedding-ada-002 + from langchain.embeddings.openai import OpenAIEmbeddings + embeddings = OpenAIEmbeddings(model=model, + openai_api_key=get_model_path(model), + chunk_size=CHUNK_SIZE) + elif 'bge-' in model: + from langchain.embeddings import HuggingFaceBgeEmbeddings + if 'zh' in model: + # for chinese model + query_instruction = "为这个句子生成表示以用于检索相关文章：" + elif 'en' in model: + # for english model + query_instruction = "Represent this sentence for searching relevant passages:" + else: + # maybe ReRanker or else, just use empty string instead + query_instruction = "" + embeddings = HuggingFaceBgeEmbeddings(model_name=get_model_path(model), + model_kwargs={'device': device}, + query_instruction=query_instruction) + if model == "bge-large-zh-noinstruct": # bge large -noinstruct embedding + embeddings.query_instruction = "" + else: + from langchain.embeddings.huggingface import HuggingFaceEmbeddings + embeddings = HuggingFaceEmbeddings(model_name=get_model_path(model), + model_kwargs={'device': device}) + item.obj = embeddings + item.finish_loading() + else: + self.atomic.release() + return self.get(key).obj + + +embeddings_pool = EmbeddingsPool(cache_num=1) + +if __name__ == '__main__': + from langchain.embeddings import ModelScopeEmbeddings + device = embedding_device() + embeddings = ModelScopeEmbeddings(model_id='Xorbits/bge-large-zh-v1.5') + + print(embeddings) \ No newline at end of file diff --git a/common/knowledge_base/kb_cache/faiss_cache.py b/common/knowledge_base/kb_cache/faiss_cache.py new file mode 100644 index 000000000..8bad69b7a --- /dev/null +++ b/common/knowledge_base/kb_cache/faiss_cache.py @@ -0,0 +1,174 @@ +from common.configs import CACHED_VS_NUM, CACHED_MEMO_VS_NUM +from common.knowledge_base.kb_cache.base import * +from common.knowledge_base.kb_service.base import EmbeddingsFunAdapter +from common.utils import load_local_embeddings +from common.knowledge_base.utils import get_vs_path +from langchain.vectorstores.faiss import FAISS +from langchain.docstore.in_memory import InMemoryDocstore +import os +from langchain.schema import Document + + +# patch FAISS to include doc id in Document.metadata +def _new_ds_search(self, search: str) -> Union[str, Document]: + if search not in self._dict: + return f"ID {search} not found." + else: + doc = self._dict[search] + if isinstance(doc, Document): + doc.metadata["id"] = search + return doc +InMemoryDocstore.search = _new_ds_search + + +class ThreadSafeFaiss(ThreadSafeObject): + def __repr__(self) -> str: + cls = type(self).__name__ + return f"<{cls}: key: {self.key}, obj: {self._obj}, docs_count: {self.docs_count()}>" + + def docs_count(self) -> int: + return len(self._obj.docstore._dict) + + def save(self, path: str, create_path: bool = True): + with self.acquire(): + if not os.path.isdir(path) and create_path: + os.makedirs(path) + ret = self._obj.save_local(path) + logger.info(f"已将向量库 {self.key} 保存到磁盘") + return ret + + def clear(self): + ret = [] + with self.acquire(): + ids = list(self._obj.docstore._dict.keys()) + if ids: + ret = self._obj.delete(ids) + assert len(self._obj.docstore._dict) == 0 + logger.info(f"已将向量库 {self.key} 清空") + return ret + + +class _FaissPool(CachePool): + def new_vector_store( + self, + embed_model: str = EMBEDDING_MODEL, + embed_device: str = embedding_device(), + ) -> FAISS: + embeddings = EmbeddingsFunAdapter(embed_model) + doc = Document(page_content="init", metadata={}) + vector_store = FAISS.from_documents([doc], embeddings, normalize_L2=True,distance_strategy="METRIC_INNER_PRODUCT") + ids = list(vector_store.docstore._dict.keys()) + vector_store.delete(ids) + return vector_store + + def save_vector_store(self, kb_name: str, path: str=None): + if cache := self.get(kb_name): + return cache.save(path) + + def unload_vector_store(self, kb_name: str): + if cache := self.get(kb_name): + self.pop(kb_name) + logger.info(f"成功释放向量库：{kb_name}") + + +class KBFaissPool(_FaissPool): + def load_vector_store( + self, + kb_name: str, + vector_name: str = None, + create: bool = True, + embed_model: str = EMBEDDING_MODEL, + embed_device: str = embedding_device(), + ) -> ThreadSafeFaiss: + self.atomic.acquire() + vector_name = vector_name or embed_model + cache = self.get((kb_name, vector_name)) # 用元组比拼接字符串好一些 + if cache is None: + item = ThreadSafeFaiss((kb_name, vector_name), pool=self) + self.set((kb_name, vector_name), item) + with item.acquire(msg="初始化"): + self.atomic.release() + logger.info(f"loading vector store in '{kb_name}/vector_store/{vector_name}' from disk.") + vs_path = get_vs_path(kb_name, vector_name) + + if os.path.isfile(os.path.join(vs_path, "index.faiss")): + embeddings = self.load_kb_embeddings(kb_name=kb_name, embed_device=embed_device, default_embed_model=embed_model) + vector_store = FAISS.load_local(vs_path, embeddings, normalize_L2=True,distance_strategy="METRIC_INNER_PRODUCT") + elif create: + # create an empty vector store + if not os.path.exists(vs_path): + os.makedirs(vs_path) + vector_store = self.new_vector_store(embed_model=embed_model, embed_device=embed_device) + vector_store.save_local(vs_path) + else: + raise RuntimeError(f"knowledge base {kb_name} not exist.") + item.obj = vector_store + item.finish_loading() + else: + self.atomic.release() + return self.get((kb_name, vector_name)) + + +class MemoFaissPool(_FaissPool): + def load_vector_store( + self, + kb_name: str, + embed_model: str = EMBEDDING_MODEL, + embed_device: str = embedding_device(), + ) -> ThreadSafeFaiss: + self.atomic.acquire() + cache = self.get(kb_name) + if cache is None: + item = ThreadSafeFaiss(kb_name, pool=self) + self.set(kb_name, item) + with item.acquire(msg="初始化"): + self.atomic.release() + logger.info(f"loading vector store in '{kb_name}' to memory.") + # create an empty vector store + vector_store = self.new_vector_store(embed_model=embed_model, embed_device=embed_device) + item.obj = vector_store + item.finish_loading() + else: + self.atomic.release() + return self.get(kb_name) + + +kb_faiss_pool = KBFaissPool(cache_num=CACHED_VS_NUM) +memo_faiss_pool = MemoFaissPool(cache_num=CACHED_MEMO_VS_NUM) + + +if __name__ == "__main__": + import time, random + from pprint import pprint + + kb_names = ["vs1", "vs2", "vs3"] + # for name in kb_names: + # memo_faiss_pool.load_vector_store(name) + + def worker(vs_name: str, name: str): + vs_name = "samples" + time.sleep(random.randint(1, 5)) + embeddings = load_local_embeddings() + r = random.randint(1, 3) + + with kb_faiss_pool.load_vector_store(vs_name).acquire(name) as vs: + if r == 1: # add docs + ids = vs.add_texts([f"text added by {name}"], embeddings=embeddings) + pprint(ids) + elif r == 2: # search docs + docs = vs.similarity_search_with_score(f"{name}", k=3, score_threshold=1.0) + pprint(docs) + if r == 3: # delete docs + logger.warning(f"清除 {vs_name} by {name}") + kb_faiss_pool.get(vs_name).clear() + + threads = [] + for n in range(1, 30): + t = threading.Thread(target=worker, + kwargs={"vs_name": random.choice(kb_names), "name": f"worker {n}"}, + daemon=True) + t.start() + threads.append(t) + + for t in threads: + t.join() diff --git a/common/knowledge_base/kb_doc_api.py b/common/knowledge_base/kb_doc_api.py new file mode 100644 index 000000000..6d4897d37 --- /dev/null +++ b/common/knowledge_base/kb_doc_api.py @@ -0,0 +1,426 @@ +import os +import shutil +import urllib +from fastapi import File, Form, Body, Query, UploadFile +from common.configs import (DEFAULT_VS_TYPE, EMBEDDING_MODEL, + VECTOR_SEARCH_TOP_K, SCORE_THRESHOLD, + CHUNK_SIZE, OVERLAP_SIZE, ZH_TITLE_ENHANCE, TEXT_SPLITTER_NAME) +from common.utils import BaseResponse, ListResponse, run_in_thread_pool +from common.knowledge_base.utils import (validate_kb_name, list_files_from_folder, get_file_path, + files2docs_in_thread, KnowledgeFile) +from fastapi.responses import FileResponse +from sse_starlette import EventSourceResponse +from pydantic import Json +import json +from common.knowledge_base.kb_service.base import KBServiceFactory +from common.db.repository.knowledge_file_repository import get_file_detail +from langchain.docstore.document import Document +from common.knowledge_base.kb_document_model import DocumentWithVSId +from typing import List, Dict +from common.logger_handler import logger + + +def search_docs( + query: str = Body("", description="用户输入", examples=["你好"]), + knowledge_base_name: str = Body(..., description="知识库名称", examples=["samples"]), + top_k: int = Body(VECTOR_SEARCH_TOP_K, description="匹配向量数"), + score_threshold: float = Body(SCORE_THRESHOLD, + description="知识库匹配相关度阈值，取值范围在0-1之间，" + "SCORE越小，相关度越高，" + "取到1相当于不筛选，建议设置在0.5左右", + ge=0, le=1), + file_name: str = Body("", description="文件名称，支持 sql 通配符"), + metadata: dict = Body({}, description="根据 metadata 进行过滤，仅支持一级键"), +) -> List[DocumentWithVSId]: + kb = KBServiceFactory.get_service_by_name(knowledge_base_name) + data = [] + if kb is not None: + if query: + docs = kb.search_docs(query, top_k, score_threshold) + data = [DocumentWithVSId(**x[0].dict(), score=x[1], id=x[0].metadata.get("id")) for x in docs] + elif file_name or metadata: + data = kb.list_docs(file_name=file_name, metadata=metadata) + return data + + +def search_docs_by_names(query, kb_names, top_k, score_threshold, file_name='', metadata={}): + data = [] + for kb_name in kb_names: + kb_data = search_docs(query, kb_name, top_k, score_threshold, file_name, metadata) + data.extend(kb_data) + return data + + +def update_docs_by_id( + knowledge_base_name: str = Body(..., description="知识库名称", examples=["samples"]), + docs: Dict[str, Document] = Body(..., description="要更新的文档内容，形如：{id: Document, ...}") +) -> BaseResponse: + ''' + 按照文档 ID 更新文档内容 + ''' + kb = KBServiceFactory.get_service_by_name(knowledge_base_name) + if kb is None: + return BaseResponse(code=500, msg=f"指定的知识库 {knowledge_base_name} 不存在") + if kb.update_doc_by_ids(docs=docs): + return BaseResponse(msg=f"文档更新成功") + else: + return BaseResponse(msg=f"文档更新失败") + + +def list_files( + knowledge_base_name: str +) -> ListResponse: + if not validate_kb_name(knowledge_base_name): + return ListResponse(code=403, msg="Don't attack me", data=[]) + + knowledge_base_name = urllib.parse.unquote(knowledge_base_name) + kb = KBServiceFactory.get_service_by_name(knowledge_base_name) + if kb is None: + return ListResponse(code=404, msg=f"未找到知识库 {knowledge_base_name}", data=[]) + else: + all_doc_names = kb.list_files() + return ListResponse(data=all_doc_names) + + +def __fast_file_proc(file, knowledge_base_name, override): + filename = file.filename + file_path = get_file_path(knowledge_base_name=knowledge_base_name, doc_name=filename) + data = {"knowledge_base_name": knowledge_base_name, "file_name": filename} + file_content = file.file.read() # 读取上传文件的内容 + if (os.path.isfile(file_path) + and not override + and os.path.getsize(file_path) == len(file_content) + ): + file_status = f"文件 {filename} 已存在。" + logger.warning(file_status) + return dict(code=404, msg=file_status, data=data) + + if not os.path.isdir(os.path.dirname(file_path)): + os.makedirs(os.path.dirname(file_path)) + with open(file_path, "wb") as f: + f.write(file_content) + return dict(code=200, msg=f"成功上传文件 {filename}", data=data) + + +def __spike_file_proc(file, knowledge_base_name, override): + if os.path.exists(file): + filename = os.path.basename(file) + data = {"knowledge_base_name": knowledge_base_name, "file_name": filename} + file_path = get_file_path(knowledge_base_name=knowledge_base_name, doc_name=filename) + shutil.copy(file, file_path) + return dict(code=200, msg=f"成功上传文件 {filename}", data=data) + else: + return dict(code=404, msg=f"文件不存在", + data={"knowledge_base_name": knowledge_base_name, "file_name": 'Filed'}) + + +def _save_files_in_thread(files: List[UploadFile], + knowledge_base_name: str, + override: bool): + """ + 通过多线程将上传的文件保存到对应知识库目录内。 + 生成器返回保存结果：{"code":200, "msg": "xxx", "data": {"knowledge_base_name":"xxx", "file_name": "xxx"}} + """ + + def save_file(file: UploadFile | str, knowledge_base_name: str, override: bool) -> dict: + ''' + 保存单个文件。 + ''' + data = {} + try: + if isinstance(file, UploadFile): + return __fast_file_proc(file, knowledge_base_name, override) + else: + return __spike_file_proc(file, knowledge_base_name, override) + except Exception as e: + msg = f"文件上传失败，报错信息为: {e}" + logger.error(f'{e.__class__.__name__}: {msg}') + return dict(code=500, msg=msg, data=data) + + params = [{"file": file, "knowledge_base_name": knowledge_base_name, "override": override} for file in files] + for result in run_in_thread_pool(save_file, params=params): + yield result + + +def upload_docs_simple(files, knowledge_base_name, chunk_size=CHUNK_SIZE, chunk_overlap=OVERLAP_SIZE): + return upload_docs( + files, knowledge_base_name, True, True, chunk_size, chunk_overlap, + ZH_TITLE_ENHANCE, {}, False, TEXT_SPLITTER_NAME + ) + + +def upload_docs( + files: List[UploadFile] | List[str] = File(..., description="上传文件，支持多文件"), + knowledge_base_name: str = Form(..., description="知识库名称", examples=["samples"]), + override: bool = Form(False, description="覆盖已有文件"), + to_vector_store: bool = Form(True, description="上传文件后是否进行向量化"), + chunk_size: int = Form(CHUNK_SIZE, description="知识库中单段文本最大长度"), + chunk_overlap: int = Form(OVERLAP_SIZE, description="知识库中相邻文本重合长度"), + loader_enhance: str = Form(ZH_TITLE_ENHANCE, description="是否开启中文标题加强"), + docs: Json = Form({}, description="自定义的docs，需要转为json字符串", + examples=[{"test.txt": [Document(page_content="custom doc")]}]), + not_refresh_vs_cache: bool = Form(False, description="暂不保存向量库（用于FAISS）"), + text_splitter_name: str = Form(TEXT_SPLITTER_NAME, description='分词器选择') +) -> BaseResponse: + """ + + """ + if not validate_kb_name(knowledge_base_name): + return BaseResponse(code=403, msg="Don't attack me") + + kb = KBServiceFactory.get_service_by_name(knowledge_base_name) + if kb is None: + return BaseResponse(code=404, msg=f"未找到知识库 {knowledge_base_name}") + + failed_files = {} + file_names = list(docs.keys()) + + # 先将上传的文件保存到磁盘 + for result in _save_files_in_thread(files, knowledge_base_name=knowledge_base_name, override=override): + filename = result["data"]["file_name"] + if result["code"] != 200: + failed_files[filename] = result["msg"] + + if filename not in file_names: + file_names.append(filename) + + # 对保存的文件进行向量化 + if to_vector_store: + result = update_docs( + knowledge_base_name=knowledge_base_name, + file_names=file_names, + override_custom_docs=True, + chunk_size=chunk_size, + chunk_overlap=chunk_overlap, + loader_enhance=loader_enhance, + docs=docs, + not_refresh_vs_cache=True, + text_splitter_name=text_splitter_name + ) + failed_files.update(result.data["failed_files"]) + if not not_refresh_vs_cache: + kb.save_vector_store() + + return BaseResponse(code=200, msg="文件上传与向量化完成", data={"failed_files": failed_files}) + + +def delete_docs( + knowledge_base_name: str = Body(..., examples=["samples"]), + file_names: List[str] = Body(..., examples=[["file_name.md", "test.txt"]]), + delete_content: bool = Body(False), + not_refresh_vs_cache: bool = Body(False, description="暂不保存向量库（用于FAISS）"), +) -> BaseResponse: + if not validate_kb_name(knowledge_base_name): + return BaseResponse(code=403, msg="Don't attack me") + + knowledge_base_name = urllib.parse.unquote(knowledge_base_name) + kb = KBServiceFactory.get_service_by_name(knowledge_base_name) + if kb is None: + return BaseResponse(code=404, msg=f"未找到知识库 {knowledge_base_name}") + + failed_files = {} + for file_name in file_names: + if not kb.exist_doc(file_name): + failed_files[file_name] = f"未找到文件 {file_name}" + + try: + kb_file = KnowledgeFile(filename=file_name, + knowledge_base_name=knowledge_base_name) + kb.delete_doc(kb_file, delete_content, not_refresh_vs_cache=True) + except Exception as e: + msg = f"{file_name} 文件删除失败，错误信息：{e}" + logger.error(f'{e.__class__.__name__}: {msg}') + failed_files[file_name] = msg + + if not not_refresh_vs_cache: + kb.save_vector_store() + + return BaseResponse(code=200, msg=f"文件删除完成", data={"failed_files": failed_files}) + + +def update_info( + knowledge_base_name: str = Body(..., description="知识库名称", examples=["samples"]), + kb_info: str = Body(..., description="知识库介绍", examples=["这是一个知识库"]), +): + if not validate_kb_name(knowledge_base_name): + return BaseResponse(code=403, msg="Don't attack me") + + kb = KBServiceFactory.get_service_by_name(knowledge_base_name) + if kb is None: + return BaseResponse(code=404, msg=f"未找到知识库 {knowledge_base_name}") + kb.update_info(kb_info) + + return BaseResponse(code=200, msg=f"知识库介绍修改完成", data={"kb_info": kb_info}) + + +def update_docs( + knowledge_base_name: str = Body(..., description="知识库名称", examples=["samples"]), + file_names: List[str] = Body(..., description="文件名称，支持多文件", examples=[["file_name1", "text.txt"]]), + chunk_size: int = Body(CHUNK_SIZE, description="知识库中单段文本最大长度"), + chunk_overlap: int = Body(OVERLAP_SIZE, description="知识库中相邻文本重合长度"), + loader_enhance: str = Body(ZH_TITLE_ENHANCE, description="是否开启中文标题加强"), + override_custom_docs: bool = Body(False, description="是否覆盖之前自定义的docs"), + docs: Json = Body({}, description="自定义的docs，需要转为json字符串", + examples=[{"test.txt": [Document(page_content="custom doc")]}]), + not_refresh_vs_cache: bool = Body(False, description="暂不保存向量库（用于FAISS）"), + text_splitter_name: str = Body(TEXT_SPLITTER_NAME, description='分词器选择') +) -> BaseResponse: + """ + 更新知识库文档 + """ + if not validate_kb_name(knowledge_base_name): + return BaseResponse(code=403, msg="Don't attack me") + + kb = KBServiceFactory.get_service_by_name(knowledge_base_name) + if kb is None: + return BaseResponse(code=404, msg=f"未找到知识库 {knowledge_base_name}") + + failed_files = {} + kb_files = [] + + # 生成需要加载docs的文件列表 + for file_name in file_names: + file_detail = get_file_detail(kb_name=knowledge_base_name, filename=file_name) + # 如果该文件之前使用了自定义docs，则根据参数决定略过或覆盖 + if file_detail.get("custom_docs") and not override_custom_docs: + continue + if file_name not in docs: + try: + kb_files.append(KnowledgeFile(filename=file_name, knowledge_base_name=knowledge_base_name, + text_splitter_name=text_splitter_name, loader_enhance=loader_enhance)) + except Exception as e: + msg = f"加载文档 {file_name} 时出错：{e}" + logger.error(f'{e.__class__.__name__}: {msg}') + failed_files[file_name] = msg + + # 从文件生成docs，并进行向量化。 + # 这里利用了KnowledgeFile的缓存功能，在多线程中加载Document，然后传给KnowledgeFile + for status, result in files2docs_in_thread(kb_files, + chunk_size=chunk_size, + chunk_overlap=chunk_overlap, + loader_enhance=loader_enhance): + if status: + kb_name, file_name, new_docs = result + kb_file = KnowledgeFile(filename=file_name, text_splitter_name=text_splitter_name, + knowledge_base_name=knowledge_base_name, loader_enhance=loader_enhance) + kb_file.splited_docs = new_docs + kb.update_doc(kb_file, not_refresh_vs_cache=True) + else: + kb_name, file_name, error = result + failed_files[file_name] = error + + # 将自定义的docs进行向量化 + for file_name, v in docs.items(): + try: + v = [x if isinstance(x, Document) else Document(**x) for x in v] + kb_file = KnowledgeFile(filename=file_name, knowledge_base_name=knowledge_base_name, + text_splitter_name=text_splitter_name, loader_enhance=loader_enhance) + kb.update_doc(kb_file, docs=v, not_refresh_vs_cache=True) + except Exception as e: + msg = f"为 {file_name} 添加自定义docs时出错：{e}" + logger.error(f'{e.__class__.__name__}: {msg}') + failed_files[file_name] = msg + + if not not_refresh_vs_cache: + kb.save_vector_store() + + return BaseResponse(code=200, msg=f"更新文档完成", data={"failed_files": failed_files}) + + +def download_doc( + knowledge_base_name: str = Query(..., description="知识库名称", examples=["samples"]), + file_name: str = Query(..., description="文件名称", examples=["test.txt"]), + preview: bool = Query(False, description="是：浏览器内预览；否：下载"), +): + """ + 下载知识库文档 + """ + if not validate_kb_name(knowledge_base_name): + return BaseResponse(code=403, msg="Don't attack me") + + kb = KBServiceFactory.get_service_by_name(knowledge_base_name) + if kb is None: + return BaseResponse(code=404, msg=f"未找到知识库 {knowledge_base_name}") + + if preview: + content_disposition_type = "inline" + else: + content_disposition_type = None + + try: + kb_file = KnowledgeFile(filename=file_name, + knowledge_base_name=knowledge_base_name) + + if os.path.exists(kb_file.filepath): + return FileResponse( + path=kb_file.filepath, + filename=kb_file.filename, + media_type="multipart/form-data", + content_disposition_type=content_disposition_type, + ) + except Exception as e: + msg = f"{kb_file.filename} 读取文件失败，错误信息是：{e}" + logger.error(f'{e.__class__.__name__}: {msg}') + return BaseResponse(code=500, msg=msg) + + return BaseResponse(code=500, msg=f"{kb_file.filename} 读取文件失败") + + +def recreate_vector_store( + knowledge_base_name: str = Body(..., examples=["samples"]), + allow_empty_kb: bool = Body(True), + vs_type: str = Body(DEFAULT_VS_TYPE), + embed_model: str = Body(EMBEDDING_MODEL), + chunk_size: int = Body(CHUNK_SIZE, description="知识库中单段文本最大长度"), + chunk_overlap: int = Body(OVERLAP_SIZE, description="知识库中相邻文本重合长度"), + loader_enhance: str = Body(ZH_TITLE_ENHANCE, description="是否开启中文标题加强"), + not_refresh_vs_cache: bool = Body(False, description="暂不保存向量库（用于FAISS）"), +): + """ + recreate vector store from the content. + this is usefull when user can copy files to content folder directly instead of upload through network. + by default, get_service_by_name only return knowledge base in the info.db and having document files in it. + set allow_empty_kb to True make it applied on empty knowledge base which it not in the info.db or having no documents. + """ + + def output(): + kb = KBServiceFactory.get_service(knowledge_base_name, vs_type, embed_model) + if not kb.exists() and not allow_empty_kb: + yield {"code": 404, "msg": f"未找到知识库 ‘{knowledge_base_name}’"} + else: + if kb.exists(): + kb.clear_vs() + kb.create_kb() + files = list_files_from_folder(knowledge_base_name) + kb_files = [(file, knowledge_base_name) for file in files] + i = 0 + for status, result in files2docs_in_thread(kb_files, + chunk_size=chunk_size, + chunk_overlap=chunk_overlap, + loader_enhance=loader_enhance): + if status: + kb_name, file_name, docs = result + kb_file = KnowledgeFile(filename=file_name, knowledge_base_name=kb_name, + loader_enhance=loader_enhance) + kb_file.splited_docs = docs + yield json.dumps({ + "code": 200, + "msg": f"({i + 1} / {len(files)}): {file_name}", + "total": len(files), + "finished": i + 1, + "doc": file_name, + }, ensure_ascii=False) + kb.add_doc(kb_file, not_refresh_vs_cache=True) + else: + kb_name, file_name, error = result + msg = f"添加文件‘{file_name}’到知识库‘{knowledge_base_name}’时出错：{error}。已跳过。" + logger.error(msg) + yield json.dumps({ + "code": 500, + "msg": msg, + }) + i += 1 + if not not_refresh_vs_cache: + kb.save_vector_store() + + return EventSourceResponse(output()) diff --git a/common/knowledge_base/kb_document_model.py b/common/knowledge_base/kb_document_model.py new file mode 100644 index 000000000..be11f535d --- /dev/null +++ b/common/knowledge_base/kb_document_model.py @@ -0,0 +1,9 @@ +from langchain.docstore.document import Document + + +class DocumentWithVSId(Document): + """ + 矢量化后的文档 + """ + id: str = None + score: float = 3.0 diff --git a/common/knowledge_base/kb_func.py b/common/knowledge_base/kb_func.py new file mode 100644 index 000000000..e371e61d3 --- /dev/null +++ b/common/knowledge_base/kb_func.py @@ -0,0 +1,145 @@ +# encoding: utf-8 +# @Time : 2024/3/4 +# @Author : Spike +# @Descr : +import copy +import json +import re +from typing import Tuple, Any + +from common.func_box import replace_expected_text +from common import gr_converter_html +from common.toolbox import update_ui, get_conf +from common.knowledge_base import kb_doc_api +from common.knowledge_base.kb_service import base +from common.db.repository import prompt_repository +from request_llms.bridge_all import model_info + + +def llm_accelerate_init(llm_kwargs): + select_llm = llm_kwargs['llm_model'] + response = 'text' + if select_llm.startswith('gpt-'): + llm_35_1106 = 'gpt-3.5-turbo-1106' + avail_llm_models = get_conf('AVAIL_LLM_MODELS') + if llm_35_1106 not in avail_llm_models: + select_llm = llm_kwargs['llm_model'] + else: + select_llm = llm_35_1106 + response = 'json_object' + return select_llm, response + + +def get_kb_key_value(kb_names: list): + kb_kv = [] + for kb_name in kb_names: + kb_kv.append({'kb_name': kb_name, 'kb_info': base.get_kb_details_by_name(kb_name)['kb_info']}) + return kb_kv + + +def user_intent_recognition(user_input, history, llm_kwargs) -> tuple[bool, Any] | bool | Any: + kb_names = llm_kwargs['kb_config']['names'] + llm, response_format = llm_accelerate_init(llm_kwargs) + ipaddr = llm_kwargs['ipaddr'] + prompt = prompt_repository.query_prompt('意图识别', '知识库提示词', ipaddr, quote_num=True) + if prompt: + prompt = prompt.value + else: + raise ValueError('没有找到提示词') + spilt_text = user_input + if len(user_input) > 200: + spilt_text = user_input[:100] + user_input[-100:] + intent_user = replace_expected_text(prompt, spilt_text, '{{{v}}}') + kb_files = str(get_kb_key_value(kb_names)) + intent_user = replace_expected_text(intent_user, kb_files, '{{{kb}}}') + cp_llm = copy.deepcopy(llm_kwargs) + cp_llm.update({'llm_model': llm, 'response_format': response_format}) + response = model_info[llm]['fn_without_ui'](intent_user, cp_llm, history, '', []) + json_search = re.search(r'\{.*}', response, flags=re.DOTALL) + if json_search: + response_dict = json.loads(json_search.group()) + if response_dict.get('func') == 'Chat': + return response_dict, intent_user + return response_dict, intent_user + else: + return {}, intent_user + + +def get_vector_to_dict(vector_list): + data = {} + for i in vector_list: + key_work = str(i.score)[:4]+i.metadata['source'] + if not data.get(key_work, False): + data[key_work] = '' + try: + data[key_work] += f"{i.page_content}\n" + except TypeError: + pass + return data + + +def vector_recall_by_input(user_input, chatbot, history, llm_kwargs, kb_prompt_cls, kb_prompt_name): + vector_fold_format = gr_converter_html.get_fold_panel() + vector_content = '' + chatbot.append([user_input, vector_fold_format(title='意图识别中', content='...', status='')]) + yield from update_ui(chatbot, history) + user_intent, prompt = user_intent_recognition(user_input, history, llm_kwargs) + if user_intent.get('kb', {}): + vector_content += f"意图识别：{user_intent}" + chatbot[-1][1] = vector_fold_format(title='意图识别成功，准备进行对向量数据库进行召回', content=vector_content, + status='') + yield from update_ui(chatbot, history) + source_data = {} + for intent_kb in user_intent.get('kb', {}): + chatbot[-1][1] = vector_fold_format(title='向量召回中', content=vector_content, status='') + yield from update_ui(chatbot, history) + vector_list = kb_doc_api.search_docs(user_input, knowledge_base_name=intent_kb, + top_k=llm_kwargs['kb_config']['top-k'], + score_threshold=llm_kwargs['kb_config']['score']) + data = get_vector_to_dict(vector_list) + source_data.update(data) + vector_content += f"\n向量召回：{json.dumps(data, indent=4, ensure_ascii=False)}" + if not source_data: + vector_content += '无数据，转发到普通对话' + return user_input, history + chatbot[-1][1] = vector_fold_format(title='向量召回完成', content=vector_content, status='Done') + yield from update_ui(chatbot, history) + repeat_recall = '' + source_text = '' + for data in source_data: + if any([i for i in history if data in i]): + repeat_recall += f'过滤重复召回片段: {data}\n' + else: + source_text += f"## {data}\n{source_data[data]}" + if '专注力转移' in llm_kwargs['input_models'] and source_text: + title = '向量召回完成, 当前模式为专注力转移，不采用提示词' + user_show = user_input[:20] + "..." + user_input[-20:] + '\n找到以上文本相关文档片段' + history = history + [f'{user_show}', source_text] + elif source_text: + title = f'向量召回完成, 当前模式专注模式，使用`{kb_prompt_name}`提示词进行对话' + prompt = prompt_repository.query_prompt(kb_prompt_name, kb_prompt_cls, llm_kwargs['ipaddr'], quote_num=True) + if prompt: + prompt = prompt.value + kb_prompt = replace_expected_text(prompt, source_text, '{{{v}}}') + user_input = replace_expected_text(kb_prompt, user_input, '{{{q}}}') + else: + chatbot[-1][1] = vector_fold_format(title='检测召回完全相同文档，转发到普通对话', + content=repeat_recall, + status='Done') + return user_input, history + chatbot[-1][1] = vector_fold_format(title=title, + content=f"# 可用文档片段\n{source_text}\n" + f"# 重复文档片段\n{repeat_recall}", + status='Done') + return user_input, history + chatbot[-1][1] = vector_fold_format(title='无法找到可用知识库, 转发到普通对话', + content=str(user_intent) + f"\nprompt: \n{prompt}", + status='Done') + yield from update_ui(chatbot, history) + return user_input, history + + +if __name__ == '__main__': + user_intent_recognition('test', {'kb_config': {'names': ['124124'], 'top_k': 5, 'score': 0.5}, + 'llm_model': 'gpt-3.5-turbo-1106', + 'api_key': ''}) diff --git a/themes/cookies.py b/common/knowledge_base/kb_service/__init__.py similarity index 100% rename from themes/cookies.py rename to common/knowledge_base/kb_service/__init__.py diff --git a/common/knowledge_base/kb_service/base.py b/common/knowledge_base/kb_service/base.py new file mode 100644 index 000000000..feb0b7811 --- /dev/null +++ b/common/knowledge_base/kb_service/base.py @@ -0,0 +1,523 @@ +import operator +import re +from abc import ABC, abstractmethod + +import os +from pathlib import Path +import numpy as np +from langchain.embeddings.base import Embeddings +from langchain.docstore.document import Document + +from common.db.repository.knowledge_base_repository import ( + add_kb_to_db, delete_kb_from_db, list_kbs_from_db, kb_exists, + load_kb_from_db, get_kb_detail, +) +from common.db.repository.knowledge_file_repository import ( + add_file_to_db, delete_files_from_db, file_exists_in_db, + count_files_from_db, list_files_from_db, get_file_detail, delete_file_from_db, + list_docs_from_db, +) + +from common.configs import (kbs_config, VECTOR_SEARCH_TOP_K, SCORE_THRESHOLD, + EMBEDDING_MODEL, KB_INFO) +from common.knowledge_base.utils import ( + get_kb_path, get_doc_path, KnowledgeFile, + list_kbs_from_folder, list_files_from_folder, +) + +from typing import List, Union, Dict, Tuple + +from common.embeddings_api import embed_texts, aembed_texts, embed_documents +from common.knowledge_base.kb_document_model import DocumentWithVSId + + +def normalize(embeddings: List[List[float]]) -> np.ndarray: + ''' + sklearn.preprocessing.normalize 的替代（使用 L2），避免安装 scipy, scikit-learn + ''' + norm = np.linalg.norm(embeddings, axis=1) + norm = np.reshape(norm, (norm.shape[0], 1)) + norm = np.tile(norm, (1, len(embeddings[0]))) + return np.divide(embeddings, norm) + + +class SupportedVSType: + FAISS = 'faiss' + MILVUS = 'milvus' + DEFAULT = 'default' + ZILLIZ = 'zilliz' + PG = 'pg' + ES = 'es' + CHROMADB = 'chromadb' + + +class KBService(ABC): + + def __init__(self, + knowledge_base_name: str, + embed_model: str = EMBEDDING_MODEL, + ): + self.kb_name = knowledge_base_name + self.kb_info = KB_INFO.get(knowledge_base_name, f"关于{knowledge_base_name}的知识库") + self.embed_model = embed_model + self.kb_path = get_kb_path(self.kb_name) + self.doc_path = get_doc_path(self.kb_name) + self.private = '' + self.do_init() + + def __repr__(self) -> str: + return f"{self.kb_name} @ {self.embed_model}" + + def save_vector_store(self): + ''' + 保存向量库:FAISS保存到磁盘，milvus保存到数据库。PGVector暂未支持 + ''' + pass + + def create_kb(self): + """ + 创建知识库 + """ + if not os.path.exists(self.doc_path): + os.makedirs(self.doc_path) + self.do_create_kb() + status = add_kb_to_db(self.kb_name, self.kb_info, self.vs_type(), self.embed_model) + return status + + def clear_vs(self): + """ + 删除向量库中所有内容 + """ + self.do_clear_vs() + status = delete_files_from_db(self.kb_name) + return status + + def drop_kb(self): + """ + 删除知识库 + """ + self.do_drop_kb() + status = delete_kb_from_db(self.kb_name) + return status + + def _docs_to_embeddings(self, docs: List[Document]) -> Dict: + ''' + 将 List[Document] 转化为 VectorStore.add_embeddings 可以接受的参数 + ''' + return embed_documents(docs=docs, embed_model=self.embed_model, to_query=False) + + def add_doc(self, kb_file: KnowledgeFile, docs: List[Document] = [], **kwargs): + """ + 向知识库添加文件 + 如果指定了docs，则不再将文本向量化，并将数据库对应条目标为custom_docs=True + """ + if docs: + custom_docs = True + for doc in docs: + doc.metadata.setdefault("source", kb_file.filename) + else: + docs = kb_file.file2text() + custom_docs = False + + if docs: + # 将 metadata["source"] 改为相对路径 + for doc in docs: + try: + source = doc.metadata.get("source", "") + if os.path.isabs(source): + rel_path = Path(source).relative_to(self.doc_path) + doc.metadata["source"] = str(rel_path.as_posix().strip("/")) + except Exception as e: + print(f"cannot convert absolute path ({source}) to relative path. error is : {e}") + self.delete_doc(kb_file) + doc_infos = self.do_add_doc(docs, **kwargs) + status = add_file_to_db(kb_file, + custom_docs=custom_docs, + docs_count=len(docs), + doc_infos=doc_infos) + else: + status = False + return status + + def delete_doc(self, kb_file: KnowledgeFile, delete_content: bool = False, **kwargs): + """ + 从知识库删除文件 + """ + self.do_delete_doc(kb_file, **kwargs) + status = delete_file_from_db(kb_file) + if delete_content and os.path.exists(kb_file.filepath): + os.remove(kb_file.filepath) + return status + + def update_info(self, kb_info: str): + """ + 更新知识库介绍 + """ + self.kb_info = kb_info + status = add_kb_to_db(self.kb_name, self.kb_info, self.vs_type(), self.embed_model) + return status + + def update_doc(self, kb_file: KnowledgeFile, docs: List[Document] = [], **kwargs): + """ + 使用content中的文件更新向量库 + 如果指定了docs，则使用自定义docs，并将数据库对应条目标为custom_docs=True + """ + if os.path.exists(kb_file.filepath): + self.delete_doc(kb_file, **kwargs) + return self.add_doc(kb_file, docs=docs, **kwargs) + + def exist_doc(self, file_name: str): + return file_exists_in_db(KnowledgeFile(knowledge_base_name=self.kb_name, + filename=file_name)) + + def list_files(self): + return list_files_from_db(self.kb_name) + + def count_files(self): + return count_files_from_db(self.kb_name) + + def search_docs(self, + query: str, + top_k: int = VECTOR_SEARCH_TOP_K, + score_threshold: float = SCORE_THRESHOLD, + ) -> List[Document]: + docs = self.do_search(query, top_k, score_threshold) + return docs + + def get_doc_by_ids(self, ids: List[str]) -> List[Document]: + return [] + + def del_doc_by_ids(self, ids: List[str]) -> bool: + raise NotImplementedError + + def update_doc_by_ids(self, docs: Dict[str, Document]) -> bool: + ''' + 传入参数为： {doc_id: Document, ...} + 如果对应 doc_id 的值为 None，或其 page_content 为空，则删除该文档 + ''' + self.del_doc_by_ids(list(docs.keys())) + docs = [] + ids = [] + for k, v in docs.items(): + if not v or not v.page_content.strip(): + continue + ids.append(k) + docs.append(v) + self.do_add_doc(docs=docs, ids=ids) + return True + + def list_docs(self, file_name: str = None, metadata: Dict = {}) -> List[DocumentWithVSId]: + ''' + 通过file_name或metadata检索Document + ''' + doc_infos = list_docs_from_db(kb_name=self.kb_name, file_name=file_name, metadata=metadata) + docs = [] + for x in doc_infos: + doc_info = self.get_doc_by_ids([x["id"]])[0] + if doc_info is not None: + # 处理非空的情况 + doc_with_id = DocumentWithVSId(**doc_info.dict(), id=x["id"]) + docs.append(doc_with_id) + else: + # 处理空的情况 + # 可以选择跳过当前循环迭代或执行其他操作 + pass + return docs + + @abstractmethod + def do_create_kb(self): + """ + 创建知识库子类实自己逻辑 + """ + pass + + def get_relative_source_path(self, filepath: str): + ''' + 将文件路径转化为相对路径，保证查询时一致 + ''' + relative_path = filepath + if os.path.isabs(relative_path): + try: + relative_path = Path(filepath).relative_to(self.doc_path) + except Exception as e: + print(f"cannot convert absolute path ({relative_path}) to relative path. error is : {e}") + + relative_path = str(relative_path.as_posix().strip("/")) + return relative_path + + @staticmethod + def list_kbs_type(): + return list(kbs_config.keys()) + + @classmethod + def list_kbs(cls): + return list_kbs_from_db() + + def exists(self, kb_name: str = None): + kb_name = kb_name or self.kb_name + return kb_exists(kb_name) + + @abstractmethod + def vs_type(self) -> str: + pass + + @abstractmethod + def do_init(self): + pass + + @abstractmethod + def do_drop_kb(self): + """ + 删除知识库子类实自己逻辑 + """ + pass + + @abstractmethod + def do_search(self, + query: str, + top_k: int, + score_threshold: float, + ) -> List[Tuple[Document, float]]: + """ + 搜索知识库子类实自己逻辑 + """ + pass + + @abstractmethod + def do_add_doc(self, + docs: List[Document], + **kwargs, + ) -> List[Dict]: + """ + 向知识库添加文档子类实自己逻辑 + """ + pass + + @abstractmethod + def do_delete_doc(self, + kb_file: KnowledgeFile): + """ + 从知识库删除文档子类实自己逻辑 + """ + pass + + @abstractmethod + def do_clear_vs(self): + """ + 从知识库删除全部向量子类实自己逻辑 + """ + pass + + +class KBServiceFactory: + + @staticmethod + def get_service(kb_name: str, + vector_store_type: Union[str, SupportedVSType], + embed_model: str = EMBEDDING_MODEL, + ) -> KBService: + if isinstance(vector_store_type, str): + vector_store_type = getattr(SupportedVSType, vector_store_type.upper()) + if SupportedVSType.FAISS == vector_store_type: + from common.knowledge_base.kb_service.faiss_kb_service import FaissKBService + return FaissKBService(kb_name, embed_model=embed_model) + elif SupportedVSType.PG == vector_store_type: + from common.knowledge_base.kb_service.pg_kb_service import PGKBService + return PGKBService(kb_name, embed_model=embed_model) + elif SupportedVSType.MILVUS == vector_store_type: + from common.knowledge_base.kb_service.milvus_kb_service import MilvusKBService + return MilvusKBService(kb_name, embed_model=embed_model) + elif SupportedVSType.ZILLIZ == vector_store_type: + from common.knowledge_base.kb_service.zilliz_kb_service import ZillizKBService + return ZillizKBService(kb_name, embed_model=embed_model) + elif SupportedVSType.DEFAULT == vector_store_type: + from common.knowledge_base.kb_service.milvus_kb_service import MilvusKBService + return MilvusKBService(kb_name, + embed_model=embed_model) # other milvus parameters are set in model_config.kbs_config + elif SupportedVSType.ES == vector_store_type: + from common.knowledge_base.kb_service.es_kb_service import ESKBService + return ESKBService(kb_name, embed_model=embed_model) + elif SupportedVSType.CHROMADB == vector_store_type: + from common.knowledge_base.kb_service.chromadb_kb_service import ChromaKBService + return ChromaKBService(kb_name, embed_model=embed_model) + elif SupportedVSType.DEFAULT == vector_store_type: # kb_exists of default kbservice is False, to make validation easier. + from common.knowledge_base.kb_service.default_kb_service import DefaultKBService + return DefaultKBService(kb_name) + + @staticmethod + def get_service_by_name(kb_name: str) -> KBService: + _, vs_type, embed_model = load_kb_from_db(kb_name) + if _ is None: # kb not in db, just return None + return None + return KBServiceFactory.get_service(kb_name, vs_type, embed_model) + + @staticmethod + def get_default(): + return KBServiceFactory.get_service("default", SupportedVSType.DEFAULT) + + +class EmbeddingsFunAdapter(Embeddings): + def __init__(self, embed_model: str = EMBEDDING_MODEL): + self.embed_model = embed_model + + def embed_documents(self, texts: List[str]) -> List[List[float]]: + embeddings = embed_texts(texts=texts, embed_model=self.embed_model, to_query=False).data + return normalize(embeddings).tolist() + + def embed_query(self, text: str) -> List[float]: + embeddings = embed_texts(texts=[text], embed_model=self.embed_model, to_query=True).data + query_embed = embeddings[0] + query_embed_2d = np.reshape(query_embed, (1, -1)) # 将一维数组转换为二维数组 + normalized_query_embed = normalize(query_embed_2d) + return normalized_query_embed[0].tolist() # 将结果转换为一维数组并返回 + + async def aembed_documents(self, texts: List[str]) -> List[List[float]]: + embeddings = (await aembed_texts(texts=texts, embed_model=self.embed_model, to_query=False)).data + return normalize(embeddings).tolist() + + async def aembed_query(self, text: str) -> List[float]: + embeddings = (await aembed_texts(texts=[text], embed_model=self.embed_model, to_query=True)).data + query_embed = embeddings[0] + query_embed_2d = np.reshape(query_embed, (1, -1)) # 将一维数组转换为二维数组 + normalized_query_embed = normalize(query_embed_2d) + return normalized_query_embed[0].tolist() # 将结果转换为一维数组并返回 + + +def score_threshold_process(score_threshold, k, docs): + if score_threshold is not None: + cmp = ( + operator.le + ) + docs = [ + (doc, similarity) + for doc, similarity in docs + if cmp(similarity, score_threshold) + ] + return docs[:k] + + +def __update_details(kb: str, result: dict): + kb_detail = get_kb_detail(kb) + if kb_detail: + kb_detail["in_db"] = True + if kb in result: + result[kb].update(kb_detail) + else: + kb_detail["in_folder"] = False + result[kb] = kb_detail + + +def get_kb_details_by_name(knowledge_base_name: str) -> Dict: + result = {} + __update_details(knowledge_base_name, result) + return result.get(knowledge_base_name, {}) + + +def get_kb_details() -> List[Dict]: + kbs_in_folder = list_kbs_from_folder() + kbs_in_db = KBService.list_kbs() + result = {} + + for kb in kbs_in_folder: + result[kb] = { + "kb_name": kb, + "vs_type": "", + "kb_info": "", + "embed_model": "", + "file_count": 0, + "create_time": None, + "in_folder": True, + "in_db": False, + } + + for kb in kbs_in_db: + __update_details(kb, result) + data = [] + for i, v in enumerate(result.values()): + v['No'] = i + 1 + data.append(v) + return data + + +def get_kb_file_details(kb_name: str) -> List[Dict]: + kb = KBServiceFactory.get_service_by_name(kb_name) + if kb is None: + return [] + + files_in_folder = list_files_from_folder(kb_name) + files_in_db = kb.list_files() + result = {} + + for doc in files_in_folder: + result[doc] = { + "kb_name": kb_name, + "file_name": doc, + "file_ext": os.path.splitext(doc)[-1], + "file_version": 0, + "document_loader": "", + "docs_count": 0, + "text_splitter": "", + "create_time": None, + "in_folder": True, + "in_db": False, + 'kb_info': '' + } + lower_names = {x.lower(): x for x in result} + for doc in files_in_db: + doc_detail = get_file_detail(kb_name, doc) + if doc_detail: + doc_detail["in_db"] = True + if doc.lower() in lower_names: + result[lower_names[doc.lower()]].update(doc_detail) + else: + doc_detail["in_folder"] = False + result[doc] = doc_detail + + data = [] + for i, v in enumerate(result.values()): + v['No'] = i + 1 + data.append(v) + + return data + + +def kb_list_to_dict(kb_list) -> dict: + kb_name_tm = {} + # 正则表达式匹配 name 和括号内的 type 和 model + pattern = re.compile(r'^(?P.+) \((?P.+) @ (?P.+)\)$') + + for kb in kb_list: + # 使用正则表达式匹配字符串 + match = pattern.match(kb) + if match: + # 从匹配结果中提取组 + name = match.group('name').strip() + types = match.group('type').strip() + model = match.group('model').strip() + # 创建字典并添加到结果字典中 + kb_name_tm[name] = {"type": types, "model": model} + else: + kb_name_tm[kb] = {"type": '', "model": ''} + return kb_name_tm + + +def kb_details_to_dict(): + kb_name_tm = {} + for kb in get_kb_details(): + name = kb['kb_name'] + types = kb['vs_type'] + model = kb['embed_model'] + kb_name_tm[name] = {"type": types, "model": model} + return kb_name_tm + + +def kb_dict_to_list(kb_tm) -> list: + list_tm = [] + for kb in kb_tm: + kb_select = f'{kb} ({kb_tm[kb]["type"]} @ {kb_tm[kb]["model"]})' + list_tm.append(kb_select) + return list_tm + + +def kb_name_tm_merge(kb_name, kb_type, kb_model): + return f"{kb_name} ({kb_type} @ {kb_model})" diff --git a/common/knowledge_base/kb_service/chromadb_kb_service.py b/common/knowledge_base/kb_service/chromadb_kb_service.py new file mode 100644 index 000000000..04265d016 --- /dev/null +++ b/common/knowledge_base/kb_service/chromadb_kb_service.py @@ -0,0 +1,105 @@ +import uuid +from typing import Any, Dict, List, Tuple + +import chromadb +from chromadb.api.types import (GetResult, QueryResult) +from langchain.docstore.document import Document + +from common.configs import SCORE_THRESHOLD +from common.knowledge_base.kb_service.base import (EmbeddingsFunAdapter, + KBService, SupportedVSType) +from common.knowledge_base.utils import KnowledgeFile, get_kb_path, get_vs_path + + +def _get_result_to_documents(get_result: GetResult) -> List[Document]: + if not get_result['documents']: + return [] + + _metadatas = get_result['metadatas'] if get_result['metadatas'] else [{}] * len(get_result['documents']) + + document_list = [] + for page_content, metadata in zip(get_result['documents'], _metadatas): + document_list.append(Document(**{'page_content': page_content, 'metadata': metadata})) + + return document_list + + +def _results_to_docs_and_scores(results: Any) -> List[Tuple[Document, float]]: + """ + from langchain_community.vectorstores.chroma import Chroma + """ + return [ + # TODO: Chroma can do batch querying, + (Document(page_content=result[0], metadata=result[1] or {}), result[2]) + for result in zip( + results["documents"][0], + results["metadatas"][0], + results["distances"][0], + ) + ] + + +class ChromaKBService(KBService): + vs_path: str + kb_path: str + + client = None + collection = None + + def vs_type(self) -> str: + return SupportedVSType.CHROMADB + + def get_vs_path(self) -> str: + return get_vs_path(self.kb_name, self.embed_model) + + def get_kb_path(self) -> str: + return get_kb_path(self.kb_name) + + def do_init(self) -> None: + self.kb_path = self.get_kb_path() + self.vs_path = self.get_vs_path() + self.client = chromadb.PersistentClient(path=self.vs_path) + self.collection = self.client.get_or_create_collection(self.kb_name) + + def do_create_kb(self) -> None: + # In ChromaDB, creating a KB is equivalent to creating a collection + self.collection = self.client.get_or_create_collection(self.kb_name) + + def do_drop_kb(self): + # Dropping a KB is equivalent to deleting a collection in ChromaDB + try: + self.client.delete_collection(self.kb_name) + except ValueError as e: + if not str(e) == f"Collection {self.kb_name} does not exist.": + raise e + + def do_search(self, query: str, top_k: int, score_threshold: float = SCORE_THRESHOLD) -> List[ + Tuple[Document, float]]: + embed_func = EmbeddingsFunAdapter(self.embed_model) + embeddings = embed_func.embed_query(query) + query_result: QueryResult = self.collection.query(query_embeddings=embeddings, n_results=top_k) + return _results_to_docs_and_scores(query_result) + + def do_add_doc(self, docs: List[Document], **kwargs) -> List[Dict]: + doc_infos = [] + data = self._docs_to_embeddings(docs) + ids = [str(uuid.uuid1()) for _ in range(len(data["texts"]))] + for _id, text, embedding, metadata in zip(ids, data["texts"], data["embeddings"], data["metadatas"]): + self.collection.add(ids=_id, embeddings=embedding, metadatas=metadata, documents=text) + doc_infos.append({"id": _id, "metadata": metadata}) + return doc_infos + + def get_doc_by_ids(self, ids: List[str]) -> List[Document]: + get_result: GetResult = self.collection.get(ids=ids) + return _get_result_to_documents(get_result) + + def del_doc_by_ids(self, ids: List[str]) -> bool: + self.collection.delete(ids=ids) + return True + + def do_clear_vs(self): + # Clearing the vector store might be equivalent to dropping and recreating the collection + self.do_drop_kb() + + def do_delete_doc(self, kb_file: KnowledgeFile, **kwargs): + return self.collection.delete(where={"source": kb_file.filepath}) diff --git a/common/knowledge_base/kb_service/default_kb_service.py b/common/knowledge_base/kb_service/default_kb_service.py new file mode 100644 index 000000000..d4a243d66 --- /dev/null +++ b/common/knowledge_base/kb_service/default_kb_service.py @@ -0,0 +1,38 @@ +from typing import List + +from langchain.embeddings.base import Embeddings +from langchain.schema import Document + +from common.knowledge_base.kb_service.base import KBService + + +class DefaultKBService(KBService): + def do_create_kb(self): + pass + + def do_drop_kb(self): + pass + + def do_add_doc(self, docs: List[Document]): + pass + + def do_clear_vs(self): + pass + + def vs_type(self) -> str: + return "default" + + def do_init(self): + pass + + def do_search(self): + pass + + def do_insert_multi_knowledge(self): + pass + + def do_insert_one_knowledge(self): + pass + + def do_delete_doc(self): + pass diff --git a/common/knowledge_base/kb_service/es_kb_service.py b/common/knowledge_base/kb_service/es_kb_service.py new file mode 100644 index 000000000..1c7ae0648 --- /dev/null +++ b/common/knowledge_base/kb_service/es_kb_service.py @@ -0,0 +1,251 @@ +from typing import List +import os +import shutil +from langchain.embeddings.base import Embeddings +from langchain.schema import Document +from langchain.vectorstores.elasticsearch import ElasticsearchStore +from common.configs import KB_ROOT_PATH, EMBEDDING_MODEL, EMBEDDING_DEVICE, CACHED_VS_NUM +from common.knowledge_base.kb_service.base import KBService, SupportedVSType +from common.knowledge_base.utils import KnowledgeFile +from common.utils import load_local_embeddings +from elasticsearch import Elasticsearch, BadRequestError +from common.logger_handler import logger +from common.configs import kbs_config + + +class ESKBService(KBService): + + def do_init(self): + self.kb_path = self.get_kb_path(self.kb_name) + self.index_name = os.path.split(self.kb_path)[-1] + self.IP = kbs_config[self.vs_type()]['host'] + self.PORT = kbs_config[self.vs_type()]['port'] + self.user = kbs_config[self.vs_type()].get("user", '') + self.password = kbs_config[self.vs_type()].get("password", '') + self.dims_length = kbs_config[self.vs_type()].get("dims_length", None) + self.embeddings_model = load_local_embeddings(self.embed_model, EMBEDDING_DEVICE) + try: + # ES python客户端连接（仅连接） + if self.user != "" and self.password != "": + self.es_client_python = Elasticsearch(f"http://{self.IP}:{self.PORT}", + basic_auth=(self.user, self.password)) + else: + logger.warning("ES未配置用户名和密码") + self.es_client_python = Elasticsearch(f"http://{self.IP}:{self.PORT}") + except ConnectionError: + logger.error("连接到 Elasticsearch 失败！") + raise ConnectionError + except Exception as e: + logger.error(f"Error 发生 : {e}") + raise e + try: + # 首先尝试通过es_client_python创建 + mappings = { + "properties": { + "dense_vector": { + "type": "dense_vector", + "dims": self.dims_length, + "index": True + } + } + } + self.es_client_python.indices.create(index=self.index_name, mappings=mappings) + except BadRequestError as e: + logger.error("创建索引失败,重新") + logger.error(e) + + try: + # langchain ES 连接、创建索引 + if self.user != "" and self.password != "": + self.db_init = ElasticsearchStore( + es_url=f"http://{self.IP}:{self.PORT}", + index_name=self.index_name, + query_field="context", + vector_query_field="dense_vector", + embedding=self.embeddings_model, + es_user=self.user, + es_password=self.password + ) + else: + logger.warning("ES未配置用户名和密码") + self.db_init = ElasticsearchStore( + es_url=f"http://{self.IP}:{self.PORT}", + index_name=self.index_name, + query_field="context", + vector_query_field="dense_vector", + embedding=self.embeddings_model, + ) + except ConnectionError: + print("### 初始化 Elasticsearch 失败！") + logger.error("### 初始化 Elasticsearch 失败！") + raise ConnectionError + except Exception as e: + logger.error(f"Error 发生 : {e}") + raise e + try: + # 尝试通过db_init创建索引 + self.db_init._create_index_if_not_exists( + index_name=self.index_name, + dims_length=self.dims_length + ) + except Exception as e: + logger.error("创建索引失败...") + logger.error(e) + # raise e + + @staticmethod + def get_kb_path(knowledge_base_name: str): + return os.path.join(KB_ROOT_PATH, knowledge_base_name) + + @staticmethod + def get_vs_path(knowledge_base_name: str): + return os.path.join(ESKBService.get_kb_path(knowledge_base_name), "vector_store") + + def do_create_kb(self): + if os.path.exists(self.doc_path): + if not os.path.exists(os.path.join(self.kb_path, "vector_store")): + os.makedirs(os.path.join(self.kb_path, "vector_store")) + else: + logger.warning("directory `vector_store` already exists.") + + def vs_type(self) -> str: + return SupportedVSType.ES + + def _load_es(self, docs, embed_model): + # 将docs写入到ES中 + try: + # 连接 + 同时写入文档 + if self.user != "" and self.password != "": + self.db = ElasticsearchStore.from_documents( + documents=docs, + embedding=embed_model, + es_url=f"http://{self.IP}:{self.PORT}", + index_name=self.index_name, + distance_strategy="COSINE", + query_field="context", + vector_query_field="dense_vector", + verify_certs=False, + es_user=self.user, + es_password=self.password + ) + else: + self.db = ElasticsearchStore.from_documents( + documents=docs, + embedding=embed_model, + es_url=f"http://{self.IP}:{self.PORT}", + index_name=self.index_name, + distance_strategy="COSINE", + query_field="context", + vector_query_field="dense_vector", + verify_certs=False) + except ConnectionError as ce: + print(ce) + print("连接到 Elasticsearch 失败！") + logger.error("连接到 Elasticsearch 失败！") + except Exception as e: + logger.error(f"Error 发生 : {e}") + print(e) + + def do_search(self, query: str, top_k: int, score_threshold: float): + # 文本相似性检索 + docs = self.db_init.similarity_search_with_score(query=query, + k=top_k) + return docs + + def get_doc_by_ids(self, ids: List[str]) -> List[Document]: + results = [] + for doc_id in ids: + try: + response = self.es_client_python.get(index=self.index_name, id=doc_id) + source = response["_source"] + # Assuming your document has "text" and "metadata" fields + text = source.get("context", "") + metadata = source.get("metadata", {}) + results.append(Document(page_content=text, metadata=metadata)) + except Exception as e: + logger.error(f"Error retrieving document from Elasticsearch! {e}") + return results + + def del_doc_by_ids(self, ids: List[str]) -> bool: + for doc_id in ids: + try: + self.es_client_python.delete(index=self.index_name, + id=doc_id, + refresh=True) + except Exception as e: + logger.error(f"ES Docs Delete Error! {e}") + + def do_delete_doc(self, kb_file, **kwargs): + if self.es_client_python.indices.exists(index=self.index_name): + # 从向量数据库中删除索引(文档名称是Keyword) + query = { + "query": { + "term": { + "metadata.source.keyword": self.get_relative_source_path(kb_file.filepath) + } + } + } + # 注意设置size，默认返回10个。 + search_results = self.es_client_python.search(body=query, size=50) + delete_list = [hit["_id"] for hit in search_results['hits']['hits']] + if len(delete_list) == 0: + return None + else: + for doc_id in delete_list: + try: + self.es_client_python.delete(index=self.index_name, + id=doc_id, + refresh=True) + except Exception as e: + logger.error(f"ES Docs Delete Error! {e}") + + # self.db_init.delete(ids=delete_list) + # self.es_client_python.indices.refresh(index=self.index_name) + + def do_add_doc(self, docs: List[Document], **kwargs): + '''向知识库添加文件''' + print(f"common.knowledge_base.kb_service.es_kb_service.do_add_doc 输入的docs参数长度为:{len(docs)}") + print("*" * 100) + self._load_es(docs=docs, embed_model=self.embeddings_model) + # 获取 id 和 source , 格式：[{"id": str, "metadata": dict}, ...] + print("写入数据成功.") + print("*" * 100) + + if self.es_client_python.indices.exists(index=self.index_name): + file_path = docs[0].metadata.get("source") + query = { + "query": { + "term": { + "metadata.source.keyword": file_path + }, + "term": { + "_index": self.index_name + } + } + } + # 注意设置size，默认返回10个。 + search_results = self.es_client_python.search(body=query, size=50) + if len(search_results["hits"]["hits"]) == 0: + raise ValueError("召回元素个数为0") + info_docs = [{"id": hit["_id"], "metadata": hit["_source"]["metadata"]} for hit in + search_results["hits"]["hits"]] + return info_docs + + def do_clear_vs(self): + """从知识库删除全部向量""" + if self.es_client_python.indices.exists(index=self.kb_name): + self.es_client_python.indices.delete(index=self.kb_name) + + def do_drop_kb(self): + """删除知识库""" + # self.kb_file: 知识库路径 + if os.path.exists(self.kb_path): + shutil.rmtree(self.kb_path) + + +if __name__ == '__main__': + esKBService = ESKBService("test") + # esKBService.clear_vs() + # esKBService.create_kb() + esKBService.add_doc(KnowledgeFile(filename="README.md", knowledge_base_name="test")) + print(esKBService.search_docs("如何启动api服务")) diff --git a/common/knowledge_base/kb_service/faiss_kb_service.py b/common/knowledge_base/kb_service/faiss_kb_service.py new file mode 100644 index 000000000..8890d81c6 --- /dev/null +++ b/common/knowledge_base/kb_service/faiss_kb_service.py @@ -0,0 +1,123 @@ +import os +import shutil + +from common.configs import SCORE_THRESHOLD +from common.knowledge_base.kb_service.base import KBService, SupportedVSType, EmbeddingsFunAdapter +from common.knowledge_base.kb_cache.faiss_cache import kb_faiss_pool, ThreadSafeFaiss +from common.knowledge_base.utils import KnowledgeFile, get_kb_path, get_vs_path +from common.utils import torch_gc +from langchain.docstore.document import Document +from typing import List, Dict, Optional, Tuple + + +class FaissKBService(KBService): + vs_path: str + kb_path: str + vector_name: str = None + + def vs_type(self) -> str: + return SupportedVSType.FAISS + + def get_vs_path(self): + return get_vs_path(self.kb_name, self.vector_name) + + def get_kb_path(self): + return get_kb_path(self.kb_name) + + def load_vector_store(self) -> ThreadSafeFaiss: + return kb_faiss_pool.load_vector_store(kb_name=self.kb_name, + vector_name=self.vector_name, + embed_model=self.embed_model) + + def save_vector_store(self): + self.load_vector_store().save(self.vs_path) + + def get_doc_by_ids(self, ids: List[str]) -> List[Document]: + with self.load_vector_store().acquire() as vs: + return [vs.docstore._dict.get(id) for id in ids] + + def del_doc_by_ids(self, ids: List[str]) -> bool: + with self.load_vector_store().acquire() as vs: + vs.delete(ids) + + def do_init(self): + self.vector_name = self.vector_name or self.embed_model + self.kb_path = self.get_kb_path() + self.vs_path = self.get_vs_path() + + def do_create_kb(self): + if not os.path.exists(self.vs_path): + os.makedirs(self.vs_path) + self.load_vector_store() + + def do_drop_kb(self): + self.clear_vs() + try: + shutil.rmtree(self.kb_path) + except Exception: + ... + + def do_search(self, + query: str, + top_k: int, + score_threshold: float = SCORE_THRESHOLD, + ) -> List[Tuple[Document, float]]: + embed_func = EmbeddingsFunAdapter(self.embed_model) + embeddings = embed_func.embed_query(query) + with self.load_vector_store().acquire() as vs: + docs = vs.similarity_search_with_score_by_vector(embeddings, k=top_k, score_threshold=score_threshold) + return docs + + def do_add_doc(self, + docs: List[Document], + **kwargs, + ) -> List[Dict]: + data = self._docs_to_embeddings(docs) # 将向量化单独出来可以减少向量库的锁定时间 + + with self.load_vector_store().acquire() as vs: + ids = vs.add_embeddings(text_embeddings=zip(data["texts"], data["embeddings"]), + metadatas=data["metadatas"], + ids=kwargs.get("ids")) + if not kwargs.get("not_refresh_vs_cache"): + vs.save_local(self.vs_path) + doc_infos = [{"id": id, "metadata": doc.metadata} for id, doc in zip(ids, docs)] + torch_gc() + return doc_infos + + def do_delete_doc(self, + kb_file: KnowledgeFile, + **kwargs): + with self.load_vector_store().acquire() as vs: + ids = [k for k, v in vs.docstore._dict.items() if v.metadata.get("source").lower() == kb_file.filename.lower()] + if len(ids) > 0: + vs.delete(ids) + if not kwargs.get("not_refresh_vs_cache"): + vs.save_local(self.vs_path) + return ids + + def do_clear_vs(self): + with kb_faiss_pool.atomic: + kb_faiss_pool.pop((self.kb_name, self.vector_name)) + try: + shutil.rmtree(self.vs_path) + except Exception: + ... + os.makedirs(self.vs_path, exist_ok=True) + + def exist_doc(self, file_name: str): + if super().exist_doc(file_name): + return "in_db" + + content_path = os.path.join(self.kb_path, "content") + if os.path.isfile(os.path.join(content_path, file_name)): + return "in_folder" + else: + return False + + +if __name__ == '__main__': + faissService = FaissKBService("test") + faissService.add_doc(KnowledgeFile("README.md", "test")) + faissService.delete_doc(KnowledgeFile("README.md", "test")) + faissService.do_drop_kb() + print(faissService.search_docs("如何启动api服务")) diff --git a/common/knowledge_base/kb_service/milvus_kb_service.py b/common/knowledge_base/kb_service/milvus_kb_service.py new file mode 100644 index 000000000..2b56db5c4 --- /dev/null +++ b/common/knowledge_base/kb_service/milvus_kb_service.py @@ -0,0 +1,117 @@ +from typing import List, Dict, Optional + +from langchain.schema import Document +from langchain.vectorstores.milvus import Milvus +import os + +from common.configs import kbs_config +from common.db.repository import list_file_num_docs_id_by_kb_name_and_file_name + +from common.knowledge_base.kb_service.base import KBService, SupportedVSType, EmbeddingsFunAdapter, \ + score_threshold_process +from common.knowledge_base.utils import KnowledgeFile + + +class MilvusKBService(KBService): + milvus: Milvus + + @staticmethod + def get_collection(milvus_name): + from pymilvus import Collection + return Collection(milvus_name) + + def get_doc_by_ids(self, ids: List[str]) -> List[Document]: + result = [] + if self.milvus.col: + # ids = [int(id) for id in ids] # for milvus if needed #pr 2725 + data_list = self.milvus.col.query(expr=f'pk in {[int(_id) for _id in ids]}', output_fields=["*"]) + for data in data_list: + text = data.pop("text") + result.append(Document(page_content=text, metadata=data)) + return result + + def del_doc_by_ids(self, ids: List[str]) -> bool: + self.milvus.col.delete(expr=f'pk in {ids}') + + @staticmethod + def search(milvus_name, content, limit=3): + search_params = { + "metric_type": "L2", + "params": {"nprobe": 10}, + } + c = MilvusKBService.get_collection(milvus_name) + return c.search(content, "embeddings", search_params, limit=limit, output_fields=["content"]) + + def do_create_kb(self): + pass + + def vs_type(self) -> str: + return SupportedVSType.MILVUS + + def _load_milvus(self): + self.milvus = Milvus(embedding_function=EmbeddingsFunAdapter(self.embed_model), + collection_name=self.kb_name, + connection_args=kbs_config.get("milvus"), + index_params=kbs_config.get("milvus_kwargs")["index_params"], + search_params=kbs_config.get("milvus_kwargs")["search_params"] + ) + + def do_init(self): + self._load_milvus() + + def do_drop_kb(self): + if self.milvus.col: + self.milvus.col.release() + self.milvus.col.drop() + + def do_search(self, query: str, top_k: int, score_threshold: float): + self._load_milvus() + embed_func = EmbeddingsFunAdapter(self.embed_model) + embeddings = embed_func.embed_query(query) + docs = self.milvus.similarity_search_with_score_by_vector(embeddings, top_k) + return score_threshold_process(score_threshold, top_k, docs) + + def do_add_doc(self, docs: List[Document], **kwargs) -> List[Dict]: + for doc in docs: + for k, v in doc.metadata.items(): + doc.metadata[k] = str(v) + for field in self.milvus.fields: + doc.metadata.setdefault(field, "") + doc.metadata.pop(self.milvus._text_field, None) + doc.metadata.pop(self.milvus._vector_field, None) + + ids = self.milvus.add_documents(docs) + doc_infos = [{"id": id, "metadata": doc.metadata} for id, doc in zip(ids, docs)] + return doc_infos + + def do_delete_doc(self, kb_file: KnowledgeFile, **kwargs): + id_list = list_file_num_docs_id_by_kb_name_and_file_name(kb_file.kb_name, kb_file.filename) + if self.milvus.col: + self.milvus.col.delete(expr=f'pk in {id_list}') + + # Issue 2846, for windows + # if self.milvus.col: + # file_path = kb_file.filepath.replace("\\", "\\\\") + # file_name = os.path.basename(file_path) + # id_list = [item.get("pk") for item in + # self.milvus.col.query(expr=f'source == "{file_name}"', output_fields=["pk"])] + # self.milvus.col.delete(expr=f'pk in {id_list}') + + def do_clear_vs(self): + if self.milvus.col: + self.do_drop_kb() + self.do_init() + + +if __name__ == '__main__': + # 测试建表使用 + from common.db.base import Base, engine + + Base.metadata.create_all(bind=engine) + milvusService = MilvusKBService("test") + # milvusService.add_doc(KnowledgeFile("README.md", "test")) + + print(milvusService.get_doc_by_ids(["444022434274215486"])) + # milvusService.delete_doc(KnowledgeFile("README.md", "test")) + # milvusService.do_drop_kb() + # print(milvusService.search_docs("如何启动api服务")) diff --git a/common/knowledge_base/kb_service/pg_kb_service.py b/common/knowledge_base/kb_service/pg_kb_service.py new file mode 100644 index 000000000..2b32acde0 --- /dev/null +++ b/common/knowledge_base/kb_service/pg_kb_service.py @@ -0,0 +1,97 @@ +import json +from typing import List, Dict, Optional + +from langchain.schema import Document +from langchain.vectorstores.pgvector import PGVector, DistanceStrategy +from sqlalchemy import text + +from common.configs import kbs_config + +from common.knowledge_base.kb_service.base import SupportedVSType, KBService, EmbeddingsFunAdapter, \ + score_threshold_process +from common.knowledge_base.utils import KnowledgeFile +import shutil +import sqlalchemy +from sqlalchemy.engine.base import Engine +from sqlalchemy.orm import Session + + +class PGKBService(KBService): + engine: Engine = sqlalchemy.create_engine(kbs_config.get("pg").get("connection_uri"), pool_size=10) + + def _load_pg_vector(self): + self.pg_vector = PGVector(embedding_function=EmbeddingsFunAdapter(self.embed_model), + collection_name=self.kb_name, + distance_strategy=DistanceStrategy.EUCLIDEAN, + connection=PGKBService.engine, + connection_string=kbs_config.get("pg").get("connection_uri")) + + def get_doc_by_ids(self, ids: List[str]) -> List[Document]: + with Session(PGKBService.engine) as session: + stmt = text("SELECT document, cmetadata FROM langchain_pg_embedding WHERE custom_id = ANY(:ids)") + results = [Document(page_content=row[0], metadata=row[1]) for row in + session.execute(stmt, {'ids': ids}).fetchall()] + return results + + def del_doc_by_ids(self, ids: List[str]) -> bool: + return super().del_doc_by_ids(ids) + + def do_init(self): + self._load_pg_vector() + + def do_create_kb(self): + pass + + def vs_type(self) -> str: + return SupportedVSType.PG + + def do_drop_kb(self): + with Session(PGKBService.engine) as session: + session.execute(text(f''' + -- 删除 langchain_pg_embedding 表中关联到 langchain_pg_collection 表中 的记录 + DELETE FROM langchain_pg_embedding + WHERE collection_id IN ( + SELECT uuid FROM langchain_pg_collection WHERE name = '{self.kb_name}' + ); + -- 删除 langchain_pg_collection 表中 记录 + DELETE FROM langchain_pg_collection WHERE name = '{self.kb_name}'; + ''')) + session.commit() + shutil.rmtree(self.kb_path) + + def do_search(self, query: str, top_k: int, score_threshold: float): + embed_func = EmbeddingsFunAdapter(self.embed_model) + embeddings = embed_func.embed_query(query) + docs = self.pg_vector.similarity_search_with_score_by_vector(embeddings, top_k) + return score_threshold_process(score_threshold, top_k, docs) + + def do_add_doc(self, docs: List[Document], **kwargs) -> List[Dict]: + ids = self.pg_vector.add_documents(docs) + doc_infos = [{"id": id, "metadata": doc.metadata} for id, doc in zip(ids, docs)] + return doc_infos + + def do_delete_doc(self, kb_file: KnowledgeFile, **kwargs): + with Session(PGKBService.engine) as session: + filepath = kb_file.filepath.replace('\\', '\\\\') + session.execute( + text( + ''' DELETE FROM langchain_pg_embedding WHERE cmetadata::jsonb @> '{"source": "filepath"}'::jsonb;'''.replace( + "filepath", filepath))) + session.commit() + + def do_clear_vs(self): + self.pg_vector.delete_collection() + self.pg_vector.create_collection() + + +if __name__ == '__main__': + from common.db.base import Base, engine + + # Base.metadata.create_all(bind=engine) + pGKBService = PGKBService("test") + # pGKBService.create_kb() + # pGKBService.add_doc(KnowledgeFile("README.md", "test")) + # pGKBService.delete_doc(KnowledgeFile("README.md", "test")) + # pGKBService.drop_kb() + print(pGKBService.get_doc_by_ids(["f1e51390-3029-4a19-90dc-7118aaa25772"])) + # print(pGKBService.search_docs("如何启动api服务")) diff --git a/common/knowledge_base/kb_service/zilliz_kb_service.py b/common/knowledge_base/kb_service/zilliz_kb_service.py new file mode 100644 index 000000000..9c81936f5 --- /dev/null +++ b/common/knowledge_base/kb_service/zilliz_kb_service.py @@ -0,0 +1,97 @@ +from typing import List, Dict, Optional +from langchain.embeddings.base import Embeddings +from langchain.schema import Document +from langchain.vectorstores import Zilliz +from common.configs import kbs_config +from common.knowledge_base.kb_service.base import KBService, SupportedVSType, EmbeddingsFunAdapter, \ + score_threshold_process +from common.knowledge_base.utils import KnowledgeFile + + +class ZillizKBService(KBService): + zilliz: Zilliz + + @staticmethod + def get_collection(zilliz_name): + from pymilvus import Collection + return Collection(zilliz_name) + + def get_doc_by_ids(self, ids: List[str]) -> List[Document]: + result = [] + if self.zilliz.col: + # ids = [int(id) for id in ids] # for zilliz if needed #pr 2725 + data_list = self.zilliz.col.query(expr=f'pk in {ids}', output_fields=["*"]) + for data in data_list: + text = data.pop("text") + result.append(Document(page_content=text, metadata=data)) + return result + + def del_doc_by_ids(self, ids: List[str]) -> bool: + self.zilliz.col.delete(expr=f'pk in {ids}') + + @staticmethod + def search(zilliz_name, content, limit=3): + search_params = { + "metric_type": "IP", + "params": {}, + } + c = ZillizKBService.get_collection(zilliz_name) + return c.search(content, "embeddings", search_params, limit=limit, output_fields=["content"]) + + def do_create_kb(self): + pass + + def vs_type(self) -> str: + return SupportedVSType.ZILLIZ + + def _load_zilliz(self): + zilliz_args = kbs_config.get("zilliz") + self.zilliz = Zilliz(embedding_function=EmbeddingsFunAdapter(self.embed_model), + collection_name=self.kb_name, connection_args=zilliz_args) + + def do_init(self): + self._load_zilliz() + + def do_drop_kb(self): + if self.zilliz.col: + self.zilliz.col.release() + self.zilliz.col.drop() + + def do_search(self, query: str, top_k: int, score_threshold: float): + self._load_zilliz() + embed_func = EmbeddingsFunAdapter(self.embed_model) + embeddings = embed_func.embed_query(query) + docs = self.zilliz.similarity_search_with_score_by_vector(embeddings, top_k) + return score_threshold_process(score_threshold, top_k, docs) + + def do_add_doc(self, docs: List[Document], **kwargs) -> List[Dict]: + for doc in docs: + for k, v in doc.metadata.items(): + doc.metadata[k] = str(v) + for field in self.zilliz.fields: + doc.metadata.setdefault(field, "") + doc.metadata.pop(self.zilliz._text_field, None) + doc.metadata.pop(self.zilliz._vector_field, None) + + ids = self.zilliz.add_documents(docs) + doc_infos = [{"id": id, "metadata": doc.metadata} for id, doc in zip(ids, docs)] + return doc_infos + + def do_delete_doc(self, kb_file: KnowledgeFile, **kwargs): + if self.zilliz.col: + filepath = kb_file.filepath.replace('\\', '\\\\') + delete_list = [item.get("pk") for item in + self.zilliz.col.query(expr=f'source == "{filepath}"', output_fields=["pk"])] + self.zilliz.col.delete(expr=f'pk in {delete_list}') + + def do_clear_vs(self): + if self.zilliz.col: + self.do_drop_kb() + self.do_init() + + +if __name__ == '__main__': + from common.db.base import Base, engine + + Base.metadata.create_all(bind=engine) + zillizService = ZillizKBService("test") diff --git a/themes/waifu_plugin/autoload.js b/common/knowledge_base/kb_summary/__init__.py similarity index 100% rename from themes/waifu_plugin/autoload.js rename to common/knowledge_base/kb_summary/__init__.py diff --git a/common/knowledge_base/kb_summary/base.py b/common/knowledge_base/kb_summary/base.py new file mode 100644 index 000000000..371d53777 --- /dev/null +++ b/common/knowledge_base/kb_summary/base.py @@ -0,0 +1,78 @@ +from typing import List + +from common.configs import ( + EMBEDDING_MODEL, + KB_ROOT_PATH) + +from abc import ABC, abstractmethod +from common.knowledge_base.kb_cache.faiss_cache import kb_faiss_pool, ThreadSafeFaiss +import os +import shutil +from common.db.repository.knowledge_metadata_repository import add_summary_to_db, delete_summary_from_db + +from langchain.docstore.document import Document + + +class KBSummaryService(ABC): + kb_name: str + embed_model: str + vs_path: str + kb_path: str + + def __init__(self, + knowledge_base_name: str, + embed_model: str = EMBEDDING_MODEL + ): + self.kb_name = knowledge_base_name + self.embed_model = embed_model + + self.kb_path = self.get_kb_path() + self.vs_path = self.get_vs_path() + + if not os.path.exists(self.vs_path): + os.makedirs(self.vs_path) + + + def get_vs_path(self): + return os.path.join(self.get_kb_path(), "summary_vector_store") + + def get_kb_path(self): + return os.path.join(KB_ROOT_PATH, self.kb_name) + + def load_vector_store(self) -> ThreadSafeFaiss: + return kb_faiss_pool.load_vector_store(kb_name=self.kb_name, + vector_name="summary_vector_store", + embed_model=self.embed_model, + create=True) + + def add_kb_summary(self, summary_combine_docs: List[Document]): + with self.load_vector_store().acquire() as vs: + ids = vs.add_documents(documents=summary_combine_docs) + vs.save_local(self.vs_path) + + summary_infos = [{"summary_context": doc.page_content, + "summary_id": id, + "doc_ids": doc.metadata.get('doc_ids'), + "metadata": doc.metadata} for id, doc in zip(ids, summary_combine_docs)] + status = add_summary_to_db(kb_name=self.kb_name, summary_infos=summary_infos) + return status + + def create_kb_summary(self): + """ + 创建知识库chunk summary + :return: + """ + + if not os.path.exists(self.vs_path): + os.makedirs(self.vs_path) + + def drop_kb_summary(self): + """ + 删除知识库chunk summary + :param kb_name: + :return: + """ + with kb_faiss_pool.atomic: + kb_faiss_pool.pop(self.kb_name) + shutil.rmtree(self.vs_path) + delete_summary_from_db(kb_name=self.kb_name) diff --git a/common/knowledge_base/kb_summary/metadata_chuck.py b/common/knowledge_base/kb_summary/metadata_chuck.py new file mode 100644 index 000000000..ab4d76142 --- /dev/null +++ b/common/knowledge_base/kb_summary/metadata_chuck.py @@ -0,0 +1,106 @@ +# encoding: utf-8 +# @Time : 2024/3/25 +# @Author : Spike +# @Descr : +import json +import os +import time + +from common.knowledge_base import kb_doc_api, kb_func +from request_llms.bridge_all import predict_no_ui_long_connection as no_ui_long_connection, model_info +from concurrent.futures import ThreadPoolExecutor, Future +from common.db.repository import prompt_repository +from common.func_box import replace_expected_text +from crazy_functions.reader_fns.crazy_box import split_list_token_limit, breakdown_text_to_satisfy_token_limit +from crazy_functions.reader_fns.crazy_box import file_reader_content +from typing import Dict, AnyStr +from common.logger_handler import logger + + +class SummaryMetadata: + + def __init__(self, llm_kwargs: dict, max_token: int = None, max_thread=10): + self.llm_model = llm_kwargs.get('llm_model', 'gpt-3.5') + self.llm_kwargs = llm_kwargs + if max_token: + self.max_token = max_token + else: + self._tokens = model_info[self.llm_model]['max_token'] + self.max_token = self._tokens / 2 - self._tokens / 4 + self.get_token_num = model_info[self.llm_model]['token_cnt'] + self.doc_ids = '' + self.max_thread = max_thread + self.docs_windows = {} + self.file_windows = {} + self.thread_: Dict[AnyStr, Future] = {} + self.executor = ThreadPoolExecutor(max_workers=self.max_thread) + + def __thread_input(self, input_, observe_window): + result = no_ui_long_connection(input_, self.llm_kwargs, [], + '', observe_window=observe_window) + return result, observe_window + + def _thread_summary_input(self): + observe_window = ["", time.time(), ""] # [流式输出, 计算超时时间，异常输出] + for file_name, input_ in self.file_windows.items(): + t = self.executor.submit(self.__thread_input, input_, observe_window) + self.docs_windows[file_name] = observe_window + [input_] + self.thread_[file_name] = t + + def _calculate_max_token(self, inputs, file_name): + segments = [] + if isinstance(inputs, list): + segments.extend(split_list_token_limit(data=inputs, get_num=self.get_token_num, max_num=self.max_token)) + else: + segments.extend(breakdown_text_to_satisfy_token_limit(inputs, self.max_token, self.llm_model)) + for i, v in enumerate(segments): + prompt = prompt_repository.query_prompt('提取文本摘要', '知识库提示词', source=None, quote_num=True) + if prompt: + prompt = prompt.value + else: + raise ValueError('无法找到提示词') + v = replace_expected_text(prompt, v) + self.file_windows[file_name + "_" + str(i)] = v + return self.file_windows + + def __join_thread_result(self): + while True: + worker_done = [self.thread_[h].done() for h in self.thread_] + run_status = {i: self.docs_windows[i][0] for i in self.docs_windows} + yield run_status + if all(worker_done): + self.executor.shutdown() + break + + def from_file_summary_(self, files: list): + for f in files: + file_name = os.path.basename(f).split('.')[0] + content, _status = file_reader_content(f, os.path.dirname(f), {}) + if _status: + logger.warning(_status) + self._calculate_max_token(content, file_name) + self._thread_summary_input() + return self.__join_thread_result() + + def from_kb_summary_(self, kb_name, kb_file): + info_fragment = kb_doc_api.search_docs(query='', knowledge_base_name=kb_name, + top_k=1, score_threshold=1, + file_name=kb_file, metadata={}) + self.doc_ids = ",".join([i.id for i in info_fragment]) + temp_windows = kb_func.get_vector_to_dict(info_fragment) + for file_name, content in temp_windows.items(): + file_name = os.path.basename(file_name) + self._calculate_max_token(content, file_name) + self._thread_summary_input() + return self.__join_thread_result() + + +if __name__ == '__main__': + from common.toolbox import get_conf + + llm_kwargs = { + "llm_model": 'gpt-3.5-turbo', + "api_key": get_conf('API_KEY') + } + # summary = SummaryMetadata(llm_kwargs) + # t = summary.from_file_summary_(['']) \ No newline at end of file diff --git a/common/knowledge_base/kb_summary/summary_chunk.py b/common/knowledge_base/kb_summary/summary_chunk.py new file mode 100644 index 000000000..f7e593363 --- /dev/null +++ b/common/knowledge_base/kb_summary/summary_chunk.py @@ -0,0 +1,187 @@ +from typing import List, Optional + +from langchain.schema.language_model import BaseLanguageModel + +from common.knowledge_base.kb_document_model import DocumentWithVSId +from common.logger_handler import logger +from langchain.chains import StuffDocumentsChain, LLMChain +from langchain.prompts import PromptTemplate + +from langchain.docstore.document import Document +from langchain.chains.combine_documents.map_reduce import ReduceDocumentsChain, MapReduceDocumentsChain + +import sys +import asyncio + + +class SummaryAdapter: + _OVERLAP_SIZE: int + token_max: int + _separator: str = "\n\n" + chain: MapReduceDocumentsChain + + def __init__(self, overlap_size: int, token_max: int, + chain: MapReduceDocumentsChain): + self._OVERLAP_SIZE = overlap_size + self.chain = chain + self.token_max = token_max + + @classmethod + def form_summary(cls, + llm: BaseLanguageModel, + reduce_llm: BaseLanguageModel, + overlap_size: int, + token_max: int = 1300): + """ + 获取实例 + :param reduce_llm: 用于合并摘要的llm + :param llm: 用于生成摘要的llm + :param overlap_size: 重叠部分大小 + :param token_max: 最大的chunk数量，每个chunk长度小于token_max长度，第一次生成摘要时，大于token_max长度的摘要会报错 + :return: + """ + + # This controls how each document will be formatted. Specifically, + document_prompt = PromptTemplate( + input_variables=["page_content"], + template="{page_content}" + ) + + # The prompt here should take as an input variable the + # `document_variable_name` + prompt_template = ( + "根据文本执行任务。以下任务信息" + "{task_briefing}" + "文本内容如下: " + "\r\n" + "{context}" + ) + prompt = PromptTemplate( + template=prompt_template, + input_variables=["task_briefing", "context"] + ) + llm_chain = LLMChain(llm=llm, prompt=prompt) + # We now define how to combine these summaries + reduce_prompt = PromptTemplate.from_template( + "Combine these summaries: {context}" + ) + reduce_llm_chain = LLMChain(llm=reduce_llm, prompt=reduce_prompt) + + document_variable_name = "context" + combine_documents_chain = StuffDocumentsChain( + llm_chain=reduce_llm_chain, + document_prompt=document_prompt, + document_variable_name=document_variable_name + ) + reduce_documents_chain = ReduceDocumentsChain( + token_max=token_max, + combine_documents_chain=combine_documents_chain, + ) + chain = MapReduceDocumentsChain( + llm_chain=llm_chain, + document_variable_name=document_variable_name, + reduce_documents_chain=reduce_documents_chain, + # 返回中间步骤 + return_intermediate_steps=True + ) + return cls(overlap_size=overlap_size, + chain=chain, + token_max=token_max) + + def summarize(self, + file_description: str, + docs: List[DocumentWithVSId] = [] + ) -> List[Document]: + + if sys.version_info < (3, 10): + loop = asyncio.get_event_loop() + else: + try: + loop = asyncio.get_running_loop() + except RuntimeError: + loop = asyncio.new_event_loop() + + asyncio.set_event_loop(loop) + # 同步调用协程代码 + return loop.run_until_complete(self.asummarize(file_description=file_description, + docs=docs)) + + async def asummarize(self, + file_description: str, + docs: List[DocumentWithVSId] = []) -> List[Document]: + + logger.info("start summary") + """ + 这个过程分成两个部分： + 1. 对每个文档进行处理，得到每个文档的摘要 + map_results = self.llm_chain.apply( + # FYI - this is parallelized and so it is fast. + [{self.document_variable_name: d.page_content, **kwargs} for d in docs], + callbacks=callbacks, + ) + 2. 对每个文档的摘要进行合并，得到最终的摘要，return_intermediate_steps=True，返回中间步骤 + result, extra_return_dict = self.reduce_documents_chain.combine_docs( + result_docs, token_max=token_max, callbacks=callbacks, **kwargs + ) + """ + summary_combine, summary_intermediate_steps = self.chain.combine_docs(docs=docs, + task_briefing="描述不同方法之间的接近度和相似性，" + "以帮助读者理解它们之间的关系。") + print(summary_combine) + print(summary_intermediate_steps) + + logger.info("end summary") + doc_ids = ",".join([doc.id for doc in docs]) + _metadata = { + "file_description": file_description, + "summary_intermediate_steps": summary_intermediate_steps, + "doc_ids": doc_ids + } + summary_combine_doc = Document(page_content=summary_combine, metadata=_metadata) + + return [summary_combine_doc] + + def _drop_overlap(self, docs: List[DocumentWithVSId]) -> List[str]: + """ + # 将文档中page_content句子叠加的部分去掉 + :param docs: + :param separator: + :return: + """ + merge_docs = [] + + pre_doc = None + for doc in docs: + # 第一个文档直接添加 + if len(merge_docs) == 0: + pre_doc = doc.page_content + merge_docs.append(doc.page_content) + continue + + # 列表中上一个结尾与下一个开头重叠的部分，删除下一个开头重叠的部分 + # 迭代递减pre_doc的长度，每次迭代删除前面的字符， + # 查询重叠部分，直到pre_doc的长度小于 self._OVERLAP_SIZE // 2 - 2len(separator) + for i in range(len(pre_doc), self._OVERLAP_SIZE // 2 - 2 * len(self._separator), -1): + # 每次迭代删除前面的字符 + pre_doc = pre_doc[1:] + if doc.page_content[:len(pre_doc)] == pre_doc: + # 删除下一个开头重叠的部分 + merge_docs.append(doc.page_content[len(pre_doc):]) + break + + pre_doc = doc.page_content + + return merge_docs + + def _join_docs(self, docs: List[str]) -> Optional[str]: + text = self._separator.join(docs) + text = text.strip() + if text == "": + return None + else: + return text + + +if __name__ == '__main__': + ... + diff --git a/common/knowledge_base/kb_summary_api.py b/common/knowledge_base/kb_summary_api.py new file mode 100644 index 000000000..0b3c2d98d --- /dev/null +++ b/common/knowledge_base/kb_summary_api.py @@ -0,0 +1,103 @@ +from fastapi import Body +from sse_starlette.sse import EventSourceResponse + +import json +from common.knowledge_base.kb_service.base import KBServiceFactory +from typing import Optional +from common.db.repository import knowledge_metadata_repository +from common.knowledge_base.kb_summary.metadata_chuck import SummaryMetadata +from common.toolbox import get_conf + + +def summary_kb( + knowledge_base_name: str = Body(..., examples=["samples"]), + kb_name: str = Body(default='test.pdf'), + llm_kwargs: dict = Body(default={'llm_model': 'gpt-3.5-turbo', 'api_key': get_conf('API_KEY')}), + max_tokens: Optional[int] = Body(None, description="限制LLM生成Token数量，默认None代表模型最大值"), +): + """ + # 单个知识库文件摘要 + Args: + knowledge_base_name: 知识库名称 + kb_name: 知识库文件名 + llm_kwargs: 模型参数 + max_tokens: 最大片段 + Returns: + """ + kb = KBServiceFactory.get_service_by_name(knowledge_base_name) + summary = SummaryMetadata(llm_kwargs, max_tokens) + kb_summary = {} + if kb.exists(): + fragment_result = summary.from_kb_summary_(knowledge_base_name, kb_name) + for i in fragment_result: + kb_summary = { + 'code': 0, 'data': i + } + yield kb_summary + yield {'code': -1, 'msg': '没有向量数据'} + else: + yield {'code': -1, 'msg': '没有找到知识库'} + if kb_summary.get('data'): + summary_infos = json.dumps(kb_summary.update({ + 'doc_ids': summary.doc_ids, + "meta_data": { + "llm_model": llm_kwargs.get('llm_model'), + "max_token": max_tokens, + } + })) + knowledge_metadata_repository.add_summary_to_db(kb_name, summary_infos) + + +def summary_file( + summary_tag, + files: list = Body(default=['./text.pdf']), + llm_kwargs: dict = Body(default={'llm_model': 'gpt-3.5-turbo', 'api_key': get_conf('API_KEY')}), + max_tokens: Optional[int] = Body(None, description="限制LLM生成Token数量，默认None代表模型最大值"), +): + """ + Args: + summary_tag: + files: + llm_kwargs: + max_tokens: + Returns: + """ + summary = SummaryMetadata(llm_kwargs, max_tokens) + fragment_result = summary.from_file_summary_(files) + kb_summary = {} + for i in fragment_result: + kb_summary = { + 'code': 0, 'data': i + } + yield + if kb_summary.get('data'): + summary_infos = json.dumps(kb_summary.update({ + 'doc_ids': 'files', + "meta_data": { + "llm_model": llm_kwargs.get('llm_model'), + "max_token": max_tokens, + } + })) + knowledge_metadata_repository.add_summary_to_db(summary_tag, summary_infos) + + +def recreate_summary_kb( + knowledge_base_name: str = Body(..., examples=["samples"]), + kb_name: str = Body(default='test.pdf'), + llm_kwargs: dict = Body(default={'llm_model': 'gpt-3.5-turbo', 'api_key': get_conf('API_KEY')}), + max_tokens: Optional[int] = Body(None, description="限制LLM生成Token数量，默认None代表模型最大值"), +): + return EventSourceResponse(summary_kb(knowledge_base_name, kb_name, llm_kwargs, max_tokens)) + + +def recreate_summary_file( + summary_tag, + files: list = Body(default=['./text.pdf']), + llm_kwargs: dict = Body(default={'llm_model': 'gpt-3.5-turbo', 'api_key': get_conf('API_KEY')}), + max_tokens: Optional[int] = Body(None, description="限制LLM生成Token数量，默认None代表模型最大值"), +): + return EventSourceResponse(summary_file(summary_tag, files, llm_kwargs, max_tokens)) + + +if __name__ == '__main__': + pass diff --git a/common/knowledge_base/migrate.py b/common/knowledge_base/migrate.py new file mode 100644 index 000000000..2d55dffba --- /dev/null +++ b/common/knowledge_base/migrate.py @@ -0,0 +1,186 @@ +from common.configs import ( + EMBEDDING_MODEL, DEFAULT_VS_TYPE, ZH_TITLE_ENHANCE, + CHUNK_SIZE, OVERLAP_SIZE, TEXT_SPLITTER_NAME +) +from common.knowledge_base.utils import ( + get_file_path, list_kbs_from_folder, + list_files_from_folder, files2docs_in_thread, + KnowledgeFile +) +from common.knowledge_base.kb_service.base import KBServiceFactory +from common.knowledge_base.kb_summary.base import KBSummaryService +from common.db.repository import CacheModel, PromptModel, UserInfoModel +from common.db.base import Base, engine +from common.db.session import session_scope +import os +from dateutil.parser import parse +from typing import Literal, List +from common.logger_handler import logger + + +def create_tables(): + Base.metadata.create_all(bind=engine) + + +def reset_tables(): + Base.metadata.drop_all(bind=engine) + create_tables() + + +def import_from_db( + sqlite_path: str = None, + # csv_path: str = None, +) -> bool: + """ + 在知识库与向量库无变化的情况下，从备份数据库中导入数据到 info.db。 + 适用于版本升级时，info.db 结构变化，但无需重新向量化的情况。 + 请确保两边数据库表名一致，需要导入的字段名一致 + 当前仅支持 sqlite + """ + import sqlite3 as sql + from pprint import pprint + + models = list(Base.registry.mappers) + + try: + con = sql.connect(sqlite_path) + con.row_factory = sql.Row + cur = con.cursor() + tables = [x["name"] for x in cur.execute("select name from sqlite_master where type='table'").fetchall()] + for model in models: + table = model.local_table.fullname + if table not in tables: + continue + print(f"processing table: {table}") + with session_scope() as session: + for row in cur.execute(f"select * from {table}").fetchall(): + data = {k: row[k] for k in row.keys() if k in model.columns} + if "create_time" in data: + data["create_time"] = parse(data["create_time"]) + pprint(data) + session.add(model.class_(**data)) + con.close() + return True + except Exception as e: + print(f"无法读取备份数据库：{sqlite_path}。错误信息：{e}") + return False + + +def file_to_kbfile(kb_name: str, files: List[str], text_splitter_name) -> List[KnowledgeFile]: + kb_files = [] + for file in files: + try: + kb_file = KnowledgeFile(filename=file, knowledge_base_name=kb_name, + text_splitter_name=text_splitter_name) + kb_files.append(kb_file) + except Exception as e: + msg = f"{e}，已跳过" + logger.error(f'{e.__class__.__name__}: {msg}') + return kb_files + + +def folder2db( + kb_names: List[str], + mode: Literal["recreate_vs", "update_in_db", "increment"], + vs_type: Literal["faiss", "milvus", "pg", "chromadb"] = DEFAULT_VS_TYPE, + embed_model: str = EMBEDDING_MODEL, + chunk_size: int = CHUNK_SIZE, + chunk_overlap: int = OVERLAP_SIZE, + loader_enhance: str = ZH_TITLE_ENHANCE, + text_splitter_name: str = TEXT_SPLITTER_NAME +): + """ + use existed files in local folder to populate database and/or vector store. + set parameter `mode` to: + recreate_vs: recreate all vector store and fill info to database using existed files in local folder + fill_info_only(disabled): do not create vector store, fill info to db using existed files only + update_in_db: update vector store and database info using local files that existed in database only + increment: create vector store and database info for local files that not existed in database only + """ + + def files2vs(kb_name: str, kb_files: List[KnowledgeFile]): + for success, result in files2docs_in_thread(kb_files, + chunk_size=chunk_size, + chunk_overlap=chunk_overlap, + loader_enhance=loader_enhance): + if success: + _, filename, docs = result + print(f"正在将 {kb_name}/{filename} 添加到向量库，共包含{len(docs)}条文档") + kb_file = KnowledgeFile(filename=filename, knowledge_base_name=kb_name, + text_splitter_name=text_splitter_name, loader_enhance=loader_enhance) + kb_file.splited_docs = docs + kb.add_doc(kb_file=kb_file, not_refresh_vs_cache=True) + else: + print(result) + + kb_names = kb_names or list_kbs_from_folder() + for kb_name in kb_names: + kb = KBServiceFactory.get_service(kb_name, vs_type, embed_model) + if not kb.exists(): + kb.create_kb() + + # 清除向量库，从本地文件重建 + if mode == "recreate_vs": + kb.clear_vs() + kb.create_kb() + kb_files = file_to_kbfile(kb_name, list_files_from_folder(kb_name), text_splitter_name) + files2vs(kb_name, kb_files) + kb.save_vector_store() + # # 不做文件内容的向量化，仅将文件元信息存到数据库 + # # 由于现在数据库存了很多与文本切分相关的信息，单纯存储文件信息意义不大，该功能取消。 + # elif mode == "fill_info_only": + # files = list_files_from_folder(kb_name) + # kb_files = file_to_kbfile(kb_name, files) + # for kb_file in kb_files: + # add_file_to_db(kb_file) + # print(f"已将 {kb_name}/{kb_file.filename} 添加到数据库") + # 以数据库中文件列表为基准，利用本地文件更新向量库 + elif mode == "update_in_db": + files = kb.list_files() + kb_files = file_to_kbfile(kb_name, files, text_splitter_name) + files2vs(kb_name, kb_files) + kb.save_vector_store() + # 对比本地目录与数据库中的文件列表，进行增量向量化 + elif mode == "increment": + db_files = kb.list_files() + folder_files = list_files_from_folder(kb_name) + files = list(set(folder_files) - set(db_files)) + kb_files = file_to_kbfile(kb_name, files, text_splitter_name) + files2vs(kb_name, kb_files) + kb.save_vector_store() + else: + print(f"unsupported migrate mode: {mode}") + + +def prune_db_docs(kb_names: List[str]): + """ + delete docs in database that not existed in local folder. + it is used to delete database docs after user deleted some doc files in file browser + """ + for kb_name in kb_names: + kb = KBServiceFactory.get_service_by_name(kb_name) + if kb is not None: + files_in_db = kb.list_files() + files_in_folder = list_files_from_folder(kb_name) + files = list(set(files_in_db) - set(files_in_folder)) + kb_files = file_to_kbfile(kb_name, files) + for kb_file in kb_files: + kb.delete_doc(kb_file, not_refresh_vs_cache=True) + print(f"success to delete docs for file: {kb_name}/{kb_file.filename}") + kb.save_vector_store() + + +def prune_folder_files(kb_names: List[str]): + """ + delete doc files in local folder that not existed in database. + it is used to free local disk space by delete unused doc files. + """ + for kb_name in kb_names: + kb = KBServiceFactory.get_service_by_name(kb_name) + if kb is not None: + files_in_db = kb.list_files() + files_in_folder = list_files_from_folder(kb_name) + files = list(set(files_in_folder) - set(files_in_db)) + for file in files: + os.remove(get_file_path(kb_name, file)) + print(f"success to delete file: {kb_name}/{file}") diff --git a/common/knowledge_base/utils.py b/common/knowledge_base/utils.py new file mode 100644 index 000000000..de8895968 --- /dev/null +++ b/common/knowledge_base/utils.py @@ -0,0 +1,453 @@ +import os +from common.configs import ( + KB_ROOT_PATH, + CHUNK_SIZE, + OVERLAP_SIZE, + ZH_TITLE_ENHANCE, + text_splitter_dict, + LLM_MODELS, + TEXT_SPLITTER_NAME, +) +import importlib +from common.text_splitter import zh_title_enhance as func_zh_title_enhance +import langchain.document_loaders +from langchain.docstore.document import Document +from langchain.text_splitter import TextSplitter +from pathlib import Path +from common.utils import run_in_thread_pool, get_model_worker_config +from common.logger_handler import logger +import json +from typing import List, Union, Dict, Tuple, Generator +import chardet +from common.func_box import valid_img_extensions + + +def validate_kb_name(knowledge_base_id: str) -> bool: + # 检查是否包含预期外的字符或路径攻击关键字 + if "../" in knowledge_base_id: + return False + return True + + +def get_kb_path(knowledge_base_name: str): + return os.path.join(KB_ROOT_PATH, knowledge_base_name) + + +def get_doc_path(knowledge_base_name: str): + return os.path.join(get_kb_path(knowledge_base_name), "content") + + +def get_vs_path(knowledge_base_name: str, vector_name: str): + return os.path.join(get_kb_path(knowledge_base_name), "vector_store", vector_name) + + +def get_vs_private(knowledge_base_name: str, vector_name: str, user): + return os.path.join(get_kb_path(knowledge_base_name), "vector_store", vector_name, user) + + +def get_file_path(knowledge_base_name: str, doc_name: str): + return os.path.join(get_doc_path(knowledge_base_name), doc_name) + + +def list_kbs_from_folder(): + return [f for f in os.listdir(KB_ROOT_PATH) + if os.path.isdir(os.path.join(KB_ROOT_PATH, f))] + + +def list_files_from_folder(kb_name: str): + doc_path = get_doc_path(kb_name) + result = [] + + def is_skiped_path(path: str): + tail = os.path.basename(path).lower() + for x in ["temp", "tmp", ".", "~$"]: + if tail.startswith(x): + return True + return False + + def process_entry(entry): + if is_skiped_path(entry.path): + return + + if entry.is_symlink(): + target_path = os.path.realpath(entry.path) + with os.scandir(target_path) as target_it: + for target_entry in target_it: + process_entry(target_entry) + elif entry.is_file(): + file_path = (Path(os.path.relpath(entry.path, doc_path)).as_posix()) # 路径统一为 posix 格式 + result.append(file_path) + # elif entry.is_dir(): # 文件夹不处理 + # with os.scandir(entry.path) as it: + # for sub_entry in it: + # process_entry(sub_entry) + + with os.scandir(doc_path) as it: + for entry in it: + process_entry(entry) + + return result + + +LOADER_DICT = {"UnstructuredHTMLLoader": ['.html', '.htm'], + "MHTMLLoader": ['.mhtml'], + "UnstructuredMarkdownLoader": ['.md'], + "JSONLoader": [".json"], + "JSONLinesLoader": [".jsonl"], + "UnstructuredFileLoader": ['.eml', '.msg', '.rst', + '.rtf', '.txt', '.xml', + '.epub', '.odt', '.tsv'], + "CSVLoader": [".csv"], + "UnstructuredEmailLoader": ['.eml', '.msg'], + "UnstructuredEPubLoader": ['.epub'], + "UnstructuredExcelLoader": ['.xlsx', '.xls', '.xlsd'], + "NotebookLoader": ['.ipynb'], + "UnstructuredODTLoader": ['.odt'], + "PythonLoader": ['.py'], + "UnstructuredRSTLoader": ['.rst'], + "UnstructuredRTFLoader": ['.rtf'], + "SRTLoader": ['.srt'], + "TomlLoader": ['.toml'], + "UnstructuredTSVLoader": ['.tsv'], + "UnstructuredWordDocumentLoader": ['.docx', '.doc'], + "UnstructuredXMLLoader": ['.xml'], + "UnstructuredPowerPointLoader": ['.ppt', '.pptx'], + "EverNoteLoader": ['.enex'], + } + +RapidFile = { + # "FilteredCSVLoader": [".csv"], 如果使用自定义分割csv + "RapidOCRPDFLoader": [".pdf"], + "RapidOCRDocLoader": ['.docx', '.doc'], + "RapidOCRPPTLoader": ['.ppt', '.pptx', ], + "RapidOCRLoader": ['.png', '.jpg', '.jpeg', '.bmp'], +} +RapidFile.update(LOADER_DICT) +ReaderFile = { + "ReaderPDFEve": ['.pdf'], + # "ReaderIMGEve": valid_img_extensions, # 使用OCR + "ReaderDocxEve": ['.docx'], + "ReaderAudioEve": ['.mp4', '.m4a', '.wav', '.mpga', '.mpeg', '.mp3', '.avi', '.mkv', '.flac', '.aac'], + "ReaderMarkdownEve": ['.md'], + "ReaderExcelEve": ['.xlsx', '.xlsx'], + "ReaderVisionEve": [f".{i}" for i in valid_img_extensions], # 还是使用vision +} +ReaderFile.update(LOADER_DICT) + +SUPPORTED_EXTS = [ext for sublist in LOADER_DICT.values() for ext in sublist] +ReaderFile_EXTS = [ext for sublist in ReaderFile.values() for ext in sublist] +RapidFile_EXTS = [ext for sublist in RapidFile.values() for ext in sublist] + + +# patch json.dumps to disable ensure_ascii +def _new_json_dumps(obj, **kwargs): + kwargs["ensure_ascii"] = False + return _origin_json_dumps(obj, **kwargs) + + +if json.dumps is not _new_json_dumps: + _origin_json_dumps = json.dumps + json.dumps = _new_json_dumps + + +class JSONLinesLoader(langchain.document_loaders.JSONLoader): + ''' + 行式 Json 加载器，要求文件扩展名为 .jsonl + ''' + + def __init__(self, *args, **kwargs): + super().__init__(*args, **kwargs) + self._json_lines = True + + +langchain.document_loaders.JSONLinesLoader = JSONLinesLoader + + +def get_LoaderClass(file_extension): + for LoaderClass, extensions in LOADER_DICT.items(): + if file_extension in extensions: + return LoaderClass + + +def get_RapidClass(file_extension): + for LoaderClass, extensions in RapidFile.items(): + if file_extension in extensions: + return LoaderClass + + +def get_ReaderClass(file_extension): + for LoaderClass, extensions in ReaderFile.items(): + if file_extension in extensions: + return LoaderClass + + +def get_loader(loader_name: str, file_path: str, loader_kwargs: Dict = None): + ''' + 根据loader_name和文件路径或内容返回文档加载器。 + ''' + loader_kwargs = loader_kwargs or {} + try: + if loader_name in RapidFile.keys(): + document_loaders_module = importlib.import_module('common.document_loaders') + elif loader_name in ReaderFile.keys(): + document_loaders_module = importlib.import_module('common.document_loaders') + else: + document_loaders_module = importlib.import_module('langchain.document_loaders') + DocumentLoader = getattr(document_loaders_module, loader_name) + except Exception as e: + msg = f"为文件{file_path}查找加载器{loader_name}时出错：{e}" + logger.error(f'{e.__class__.__name__}: {msg}') + document_loaders_module = importlib.import_module('langchain.document_loaders') + DocumentLoader = getattr(document_loaders_module, "UnstructuredFileLoader") + + if loader_name == "UnstructuredFileLoader": + loader_kwargs.setdefault("autodetect_encoding", True) + elif loader_name == "CSVLoader": + if not loader_kwargs.get("encoding"): + # 如果未指定 encoding，自动识别文件编码类型，避免langchain loader 加载文件报编码错误 + with open(file_path, 'rb') as struct_file: + encode_detect = chardet.detect(struct_file.read()) + if encode_detect is None: + encode_detect = {"encoding": "utf-8"} + loader_kwargs["encoding"] = encode_detect["encoding"] + + elif loader_name == "JSONLoader": + loader_kwargs.setdefault("jq_schema", ".") + loader_kwargs.setdefault("text_content", False) + elif loader_name == "JSONLinesLoader": + loader_kwargs.setdefault("jq_schema", ".") + loader_kwargs.setdefault("text_content", False) + + loader = DocumentLoader(file_path, **loader_kwargs) + return loader + + +def make_text_splitter( + splitter_name: str = TEXT_SPLITTER_NAME, + chunk_size: int = CHUNK_SIZE, + chunk_overlap: int = OVERLAP_SIZE, + llm_model: str = LLM_MODELS[0], +): + """ + 根据参数获取特定的分词器 + """ + splitter_name = splitter_name or "SpacyTextSplitter" + try: + if splitter_name == "MarkdownHeaderTextSplitter": # MarkdownHeaderTextSplitter特殊判定 + headers_to_split_on = text_splitter_dict[splitter_name]['headers_to_split_on'] + text_splitter = langchain.text_splitter.MarkdownHeaderTextSplitter( + headers_to_split_on=headers_to_split_on) + else: + + try: ## 优先使用用户自定义的text_splitter + text_splitter_module = importlib.import_module('text_splitter') + TextSplitter = getattr(text_splitter_module, splitter_name) + except: ## 否则使用langchain的text_splitter + text_splitter_module = importlib.import_module('langchain.text_splitter') + TextSplitter = getattr(text_splitter_module, splitter_name) + + if text_splitter_dict[splitter_name]["source"] == "tiktoken": ## 从tiktoken加载 + try: + text_splitter = TextSplitter.from_tiktoken_encoder( + encoding_name=text_splitter_dict[splitter_name]["tokenizer_name_or_path"], + pipeline="zh_core_web_sm", + chunk_size=chunk_size, + chunk_overlap=chunk_overlap + ) + except: + text_splitter = TextSplitter.from_tiktoken_encoder( + encoding_name=text_splitter_dict[splitter_name]["tokenizer_name_or_path"], + chunk_size=chunk_size, + chunk_overlap=chunk_overlap + ) + elif text_splitter_dict[splitter_name]["source"] == "huggingface": ## 从huggingface加载 + if text_splitter_dict[splitter_name]["tokenizer_name_or_path"] == "": + config = get_model_worker_config(llm_model) + text_splitter_dict[splitter_name]["tokenizer_name_or_path"] = config.get("model_path") + + if text_splitter_dict[splitter_name]["tokenizer_name_or_path"] == "gpt2": + from transformers import GPT2TokenizerFast + from langchain.text_splitter import CharacterTextSplitter + tokenizer = GPT2TokenizerFast.from_pretrained("gpt2") + else: ## 字符长度加载 + from transformers import AutoTokenizer + tokenizer = AutoTokenizer.from_pretrained( + text_splitter_dict[splitter_name]["tokenizer_name_or_path"], + trust_remote_code=True) + text_splitter = TextSplitter.from_huggingface_tokenizer( + tokenizer=tokenizer, + chunk_size=chunk_size, + chunk_overlap=chunk_overlap + ) + else: + try: + text_splitter = TextSplitter( + pipeline="zh_core_web_sm", + chunk_size=chunk_size, + chunk_overlap=chunk_overlap + ) + except: + text_splitter = TextSplitter( + chunk_size=chunk_size, + chunk_overlap=chunk_overlap + ) + except Exception as e: + print(e) + text_splitter_module = importlib.import_module('langchain.text_splitter') + TextSplitter = getattr(text_splitter_module, "RecursiveCharacterTextSplitter") + text_splitter = TextSplitter(chunk_size=chunk_size, chunk_overlap=chunk_overlap) + + # If you use SpacyTextSplitter you can use GPU to do split likes Issue #1287 + # text_splitter._tokenizer.max_length = 37016792 + # text_splitter._tokenizer.prefer_gpu() + return text_splitter + + +class KnowledgeFile: + def __init__( + self, + filename: str, + knowledge_base_name: str, + loader_kwargs: Dict = {}, + text_splitter_name: str = TEXT_SPLITTER_NAME, + loader_enhance: str = ZH_TITLE_ENHANCE + ): + ''' + 对应知识库目录中的文件，必须是磁盘上存在的才能进行向量化等操作。 + ''' + self.kb_name = knowledge_base_name + self.filename = str(Path(filename).as_posix()) + self.ext = os.path.splitext(filename)[-1].lower() + self.loader_kwargs = loader_kwargs + self.filepath = get_file_path(knowledge_base_name, filename) + self.docs = None + self.splited_docs = None + if 'RapidOCRTitleUP' == loader_enhance: + if self.ext not in RapidFile_EXTS: + raise ValueError(f"暂未支持的文件格式 {self.filename}") + self.document_loader_name = get_RapidClass(self.ext) + elif 'ReaderMarkdown' == loader_enhance: + if self.ext not in ReaderFile_EXTS: + raise ValueError(f"暂未支持的文件格式 {self.filename}") + self.document_loader_name = get_ReaderClass(self.ext) + else: + if self.ext not in SUPPORTED_EXTS: + raise ValueError(f"暂未支持的文件格式 {self.filename}") + self.document_loader_name = get_LoaderClass(self.ext) + self.text_splitter_name = text_splitter_name + + def file2docs(self, refresh: bool = False): + if self.docs is None or refresh: + logger.info(f"{self.document_loader_name} used for {self.filepath}") + loader = get_loader(loader_name=self.document_loader_name, + file_path=self.filepath, + loader_kwargs=self.loader_kwargs) + self.docs = loader.load() + return self.docs + + def docs2texts( + self, + docs: List[Document] = None, + loader_enhance: bool = ZH_TITLE_ENHANCE, + refresh: bool = False, + chunk_size: int = CHUNK_SIZE, + chunk_overlap: int = OVERLAP_SIZE, + text_splitter: TextSplitter = None, + ): + docs = docs or self.file2docs(refresh=refresh) + if not docs: + return [] + if self.ext not in [".csv"]: + if text_splitter is None: + text_splitter = make_text_splitter(splitter_name=self.text_splitter_name, chunk_size=chunk_size, + chunk_overlap=chunk_overlap) + if self.text_splitter_name == "MarkdownHeaderTextSplitter": + docs = text_splitter.split_text(docs[0].page_content) + else: + docs = text_splitter.split_documents(docs) + + if not docs: + return [] + + print(f"文档切分示例：{docs[0]}") + if 'RapidOCRTitleUP' in loader_enhance: + docs = func_zh_title_enhance(docs) + self.splited_docs = docs + return self.splited_docs + + def file2text( + self, + loader_enhance: bool = ZH_TITLE_ENHANCE, + refresh: bool = False, + chunk_size: int = CHUNK_SIZE, + chunk_overlap: int = OVERLAP_SIZE, + text_splitter: TextSplitter = None, + ): + if self.splited_docs is None or refresh: + docs = self.file2docs() + self.splited_docs = self.docs2texts(docs=docs, + loader_enhance=loader_enhance, + refresh=refresh, + chunk_size=chunk_size, + chunk_overlap=chunk_overlap, + text_splitter=text_splitter) + return self.splited_docs + + def file_exist(self): + return os.path.isfile(self.filepath) + + def get_mtime(self): + return os.path.getmtime(self.filepath) + + def get_size(self): + return os.path.getsize(self.filepath) + + +def files2docs_in_thread( + files: List[Union[KnowledgeFile, Tuple[str, str], Dict]], + chunk_size: int = CHUNK_SIZE, + chunk_overlap: int = OVERLAP_SIZE, + loader_enhance: str = ZH_TITLE_ENHANCE, +) -> Generator: + ''' + 利用多线程批量将磁盘文件转化成langchain Document. + 如果传入参数是Tuple，形式为(filename, kb_name) + 生成器返回值为 status, (kb_name, file_name, docs | error) + ''' + + def file2docs(*, file: KnowledgeFile, **kwargs) -> Tuple[bool, Tuple[str, str, List[Document]]]: + try: + return True, (file.kb_name, file.filename, file.file2text(**kwargs)) + except Exception as e: + msg = f"从文件 {file.kb_name} 加载文档时出错：{e}" + logger.error(f'{e.__class__.__name__}: {msg}') + return False, (file.kb_name, file.filename, msg) + + kwargs_list = [] + for i, file in enumerate(files): + kwargs = {} + try: + if isinstance(file, tuple) and len(file) >= 2: + filename = file[0] + kb_name = file[1] + file = KnowledgeFile(filename=filename, knowledge_base_name=kb_name) + elif isinstance(file, dict): + filename = file.pop("filename") + kb_name = file.pop("kb_name") + kwargs.update(file) + file = KnowledgeFile(filename=filename, knowledge_base_name=kb_name) + kwargs["file"] = file + kwargs["chunk_size"] = chunk_size + kwargs["chunk_overlap"] = chunk_overlap + kwargs["loader_enhance"] = loader_enhance + kwargs_list.append(kwargs) + except Exception as e: + yield False, (kb_name, filename, str(e)) + + for result in run_in_thread_pool(func=file2docs, params=kwargs_list): + yield result + + +if __name__ == "__main__": + from pprint import pprint + from common.toolbox import ProxyNetworkActivate diff --git a/common/logger_handler.py b/common/logger_handler.py new file mode 100644 index 000000000..409dc413d --- /dev/null +++ b/common/logger_handler.py @@ -0,0 +1,71 @@ +# encoding: utf-8 +# @Time : 2023/12/6 +# @Author : Spike +# @Descr : +import logging +import sys +import os +import json +import time +from loguru import logger +from typing import cast +from types import FrameType +from common.path_handler import init_path + + +class InterceptHandler(logging.Handler): + def emit(self, record: logging.LogRecord) -> None: # pragma: no cover + # Get corresponding Loguru level if it exists + try: + level = logger.level(record.levelname).name + except ValueError: + level = str(record.levelno) + + # Find caller from where originated the logged message + frame, depth = logging.currentframe(), 2 + while frame.f_code.co_filename == logging.__file__: # noqa: WPS609 + frame = cast(FrameType, frame.f_back) + depth += 1 + + logger.opt(depth=depth, exception=record.exc_info).log( + level, record.getMessage(), + ) + + +def init_config(): + LOGGER_NAMES = ("uvicorn.asgi", "uvicorn.access", "uvicorn") + + # change handler for default uvicorn logger + logging.getLogger().handlers = [InterceptHandler()] + for logger_name in LOGGER_NAMES: + logging_logger = logging.getLogger(logger_name) + logging_logger.handlers = [InterceptHandler()] + + +format_ = "{time:YYYY-MM-DD HH:mm:ss.SSS} | " \ + "{level} | " \ + "{process.name}:{process.id} | " \ + "{thread.name} | " \ + "{module}.{function}:{line} " \ + "{message}" + +logger.remove() +logger.add(sys.stdout, format=format_, colorize=True) +log_name = f"Fast_{time.strftime('%Y-%m-%d', time.localtime()).replace('-', '_')}.log" +log_path = os.path.join(init_path.logs_path, log_name) +logger.add(log_path, # 写入目录指定文件 + format=format_, + encoding='utf-8', + retention='7 days', # 设置历史保留时长 + backtrace=True, # 回溯 + diagnose=True, # 诊断 + enqueue=True, # 异步写入 + rotation="00:00", # 每日更新时间 + colorize=True, + # rotation="5kb", # 切割，设置文件大小，rotation="12:00"，rotation="1 week" + # filter="my_module" # 过滤模块 + # compression="zip" # 文件压缩 + ) + +if __name__ == '__main__': + pass diff --git a/multi_language.py b/common/multi_language.py similarity index 98% rename from multi_language.py rename to common/multi_language.py index 93c3178a2..f5ab30df2 100644 --- a/multi_language.py +++ b/common/multi_language.py @@ -34,7 +34,7 @@ import re import pickle import time -from toolbox import get_conf +from common.toolbox import get_conf CACHE_ONLY = os.environ.get('CACHE_ONLY', False) @@ -182,7 +182,7 @@ def advanced_split(splitted_string, spliter, include_spliter=False): def trans(word_to_translate, language, special=False): if len(word_to_translate) == 0: return {} from crazy_functions.crazy_utils import request_gpt_model_multi_threads_with_very_awesome_ui_and_high_efficiency - from toolbox import get_conf, ChatBotWithCookies, load_chat_cookies + from common.toolbox import get_conf, ChatBotWithCookies, load_chat_cookies cookies = load_chat_cookies() llm_kwargs = { @@ -245,7 +245,8 @@ def trans(word_to_translate, language, special=False): def trans_json(word_to_translate, language, special=False): if len(word_to_translate) == 0: return {} from crazy_functions.crazy_utils import request_gpt_model_multi_threads_with_very_awesome_ui_and_high_efficiency - from toolbox import get_conf, ChatBotWithCookies, load_chat_cookies + from common.toolbox import get_conf, ChatBotWithCookies, load_chat_cookies + cookies = load_chat_cookies() llm_kwargs = { @@ -326,7 +327,7 @@ def extract_chinese_characters_from_directory(directory_path): chinese_characters.extend(extract_chinese_characters(file_path)) return chinese_characters - directory_path = './' + directory_path = '../' chinese_core_names = extract_chinese_characters_from_directory(directory_path) chinese_core_keys = [name for name in chinese_core_names] chinese_core_keys_norepeat = [] @@ -357,14 +358,14 @@ def extract_chinese_characters_from_directory(directory_path): # =-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=- def copy_source_code(): - from toolbox import get_conf + from common.toolbox import get_conf import shutil import os try: shutil.rmtree(f'./multi-language/{LANG}/') except: pass os.makedirs(f'./multi-language', exist_ok=True) backup_dir = f'./multi-language/{LANG}/' - shutil.copytree('./', backup_dir, ignore=lambda x, y: blacklist) + shutil.copytree('../', backup_dir, ignore=lambda x, y: blacklist) copy_source_code() # =-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=- diff --git a/common/pandora_handler.py b/common/pandora_handler.py new file mode 100644 index 000000000..6ad227caa --- /dev/null +++ b/common/pandora_handler.py @@ -0,0 +1,118 @@ +# encoding: utf-8 +# @Time : 2024/1/17 +# @Author : Spike +# @Descr : from https://github.com/mufeng510/Free-ChatGPT-API @mufeng510 +import os.path + +import requests +import random +import string +import time +import re +import json +from os import path + + +class PandoraServer: + + def __init__(self, base_host): + self.base_host = base_host + + def get_access_token(self, username, password): + payload = {'username': username, 'password': password} + resp = requests.post(self.base_host + '/api/auth/login', data=payload) + if resp.status_code == 200: + print('Login success: {}'.format(username)) + return resp.json().get('access_token') + else: + err_str = resp.text.replace('\n', '').replace('\r', '').strip() + print('Login failed: {}, {}'.format(username, err_str)) + return None + + def get_share_token(self, unique_name, access_token, expires_in): + data = {'unique_name': unique_name, 'access_token': access_token, 'expires_in': expires_in} + resp = requests.post(self.base_host + '/api/token/register', data=data) + if resp.status_code == 200: + share_token = resp.json().get('token_key') + print('share token: {}'.format(share_token)) + return share_token + else: + err_str = resp.text.replace('\n', '').replace('\r', '').strip() + print('share token failed: {}'.format(err_str)) + return None + + def read_pool_token(self, pool_token_file): + # 如果已有pool token则更新, 没有则生成。 + if path.exists(pool_token_file): + with open(pool_token_file, 'r', encoding='utf-8') as f: + pool_token = f.read().strip() + if (re.compile(r'pk-[0-9a-zA-Z_\-]{43}').match(pool_token)): + print('已存在: pool token: {}'.format(pool_token)) + return pool_token + else: + print('pool token: 格式不正确，将重新生成') + return "" + else: + return "" + + def update_pool_token(self, share_token_keys, pool_token, pool_token_file): + filtered_tokens = [token for token in share_token_keys if re.match(r'fk-[0-9a-zA-Z_\-]{43}', token)] + if not filtered_tokens: + print('无可用账号，请检查后重试') + return + + data = {'share_tokens': '\n'.join(filtered_tokens), 'pool_token': pool_token} + resp = requests.post(self.base_host + '/api/pool/update', data=data) + if resp.status_code == 200: + result = resp.json() + print('pool token 更新结果: count:{} pool_token:{}'.format(result['count'], result['pool_token'])) + with open(pool_token_file, 'w', encoding='utf-8') as f: + f.write(result['pool_token']) + else: + print('pool token 更新失败') + + def save_tokens(self, tokens_file, access_token_keys): + tokens_data = {f"user-{i + 1}": {"token": token, "shared": True, "show_user_info": False} for i, token in + enumerate(access_token_keys)} + with open(tokens_file, 'w', encoding='utf-8') as f: + json.dump(tokens_data, f, indent=2) + + def generate_random_string(self, length): + letters = string.ascii_letters + return ''.join(random.choice(letters) for _ in range(length)) + + def read_credentials(self, credentials_file): + with open(credentials_file, 'r', encoding='utf-8') as f: + credentials = [line.strip().split(',', 1) for line in f if ',' in line] + return credentials + + def get_sees_keys(self, username, password): + payload = {'username': username, 'password': password, 'prompt': 'login'} + resp = requests.post(self.base_host + '/api/auth/platform/login', + data=payload, verify=False).json() + sess_key = resp['login_info']['user']['session']['sensitive_id'] + return sess_key + + def reader_save_sees(self, user_profile): + interval = "----" + with open(user_profile, 'r') as f: + user_content = f.read() + if interval not in user_content: + interval = ',' + new_content = '' + for u in user_content.splitlines(): + username = u.split(interval)[0] + password = u.split(interval)[1] + sees_key = self.get_sees_keys(username, password) + print(f'{username} {interval} {sees_key}') + new_content += f"{interval}".join([username, password, sees_key]) + '\n' + new_file = os.path.join(os.path.dirname(user_profile), 'reader_sees.txt') + with open(new_file, 'w') as f: + f.write(new_content + '\n') + print(f'Done: {new_file}') + + +if __name__ == '__main__': + base_host = 'http://127.0.0.1:8181/qqrr1233333r' + pandora = PandoraServer(base_host) + pandora.reader_save_sees('../users_data/test.key') \ No newline at end of file diff --git a/common/path_handler.py b/common/path_handler.py new file mode 100644 index 000000000..ff491c093 --- /dev/null +++ b/common/path_handler.py @@ -0,0 +1,36 @@ +# encoding: utf-8 +# @Time : 2023/12/26 +# @Author : Spike +# @Descr : +import os + + +class InitPath: + + def __init__(self): + self.base_path = os.path.dirname(os.path.dirname(__file__)) + self.docs_path = os.path.join(self.base_path, 'docs') + self.assets_path = os.path.join(self.docs_path, 'assets') + self.prompt_export_path = os.path.join(self.docs_path, 'prompt_export') + self.logs_path = os.path.join(self.base_path, 'gpt_log') + self.nltk_data_path = os.path.join(self.docs_path, 'nltk_data') + self.users_private_path = os.path.join(self.base_path, 'users_private') + self.private_knowledge_path = os.path.join(self.users_private_path, 'knowledge') + self.private_files_path = os.path.join(self.users_private_path, 'files') + self.private_history_path = os.path.join(self.users_private_path, 'history') + + def __getattribute__(self, name): + """ + 如果文件夹路径不存在，则自动创建 + """ + attr = object.__getattribute__(self, name) + if 'path' in name and not os.path.exists(attr): + if not os.path.exists(attr): + os.makedirs(attr, exist_ok=True) + return attr + + +init_path = InitPath() + +if __name__ == '__main__': + print(init_path.s3url_path) diff --git a/common/text_splitter/__init__.py b/common/text_splitter/__init__.py new file mode 100644 index 000000000..dc0641206 --- /dev/null +++ b/common/text_splitter/__init__.py @@ -0,0 +1,4 @@ +from .chinese_text_splitter import ChineseTextSplitter +from .ali_text_splitter import AliTextSplitter +from .zh_title_enhance import zh_title_enhance +from .chinese_recursive_text_splitter import ChineseRecursiveTextSplitter \ No newline at end of file diff --git a/common/text_splitter/ali_text_splitter.py b/common/text_splitter/ali_text_splitter.py new file mode 100644 index 000000000..93846d190 --- /dev/null +++ b/common/text_splitter/ali_text_splitter.py @@ -0,0 +1,34 @@ +from langchain.text_splitter import CharacterTextSplitter +import re +from typing import List + + +class AliTextSplitter(CharacterTextSplitter): + def __init__(self, pdf: bool = False, **kwargs): + super().__init__(**kwargs) + self.pdf = pdf + + def split_text(self, text: str) -> List[str]: + # use_document_segmentation参数指定是否用语义切分文档，此处采取的文档语义分割模型为达摩院开源的nlp_bert_document-segmentation_chinese-base，论文见https://arxiv.org/abs/2107.09278 + # 如果使用模型进行文档语义切分，那么需要安装modelscope[nlp]：pip install "modelscope[nlp]" -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html + # 考虑到使用了三个模型，可能对于低配置gpu不太友好，因此这里将模型load进cpu计算，有需要的话可以替换device为自己的显卡id + if self.pdf: + text = re.sub(r"\n{3,}", r"\n", text) + text = re.sub('\s', " ", text) + text = re.sub("\n\n", "", text) + try: + from modelscope.pipelines import pipeline + except ImportError: + raise ImportError( + "Could not import modelscope python package. " + "Please install modelscope with `pip install modelscope`. " + ) + + + p = pipeline( + task="document-segmentation", + model='damo/nlp_bert_document-segmentation_chinese-base', + device="cpu") + result = p(documents=text) + sent_list = [i for i in result["text"].split("\n\t") if i] + return sent_list diff --git a/common/text_splitter/chinese_recursive_text_splitter.py b/common/text_splitter/chinese_recursive_text_splitter.py new file mode 100644 index 000000000..70b4b29c2 --- /dev/null +++ b/common/text_splitter/chinese_recursive_text_splitter.py @@ -0,0 +1,104 @@ +import re +from typing import List, Optional, Any +from langchain.text_splitter import RecursiveCharacterTextSplitter +import logging + +logger = logging.getLogger(__name__) + + +def _split_text_with_regex_from_end( + text: str, separator: str, keep_separator: bool +) -> List[str]: + # Now that we have the separator, split the text + if separator: + if keep_separator: + # The parentheses in the pattern keep the delimiters in the result. + _splits = re.split(f"({separator})", text) + splits = ["".join(i) for i in zip(_splits[0::2], _splits[1::2])] + if len(_splits) % 2 == 1: + splits += _splits[-1:] + # splits = [_splits[0]] + splits + else: + splits = re.split(separator, text) + else: + splits = list(text) + return [s for s in splits if s != ""] + + +class ChineseRecursiveTextSplitter(RecursiveCharacterTextSplitter): + def __init__( + self, + separators: Optional[List[str]] = None, + keep_separator: bool = True, + is_separator_regex: bool = True, + **kwargs: Any, + ) -> None: + """Create a new TextSplitter.""" + super().__init__(keep_separator=keep_separator, **kwargs) + self._separators = separators or [ + "\n\n", + "\n", + "。|！|？", + "\.\s|\!\s|\?\s", + "；|;\s", + "，|,\s" + ] + self._is_separator_regex = is_separator_regex + + def _split_text(self, text: str, separators: List[str]) -> List[str]: + """Split incoming text and return chunks.""" + final_chunks = [] + # Get appropriate separator to use + separator = separators[-1] + new_separators = [] + for i, _s in enumerate(separators): + _separator = _s if self._is_separator_regex else re.escape(_s) + if _s == "": + separator = _s + break + if re.search(_separator, text): + separator = _s + new_separators = separators[i + 1:] + break + + _separator = separator if self._is_separator_regex else re.escape(separator) + splits = _split_text_with_regex_from_end(text, _separator, self._keep_separator) + + # Now go merging things, recursively splitting longer texts. + _good_splits = [] + _separator = "" if self._keep_separator else separator + for s in splits: + if self._length_function(s) < self._chunk_size: + _good_splits.append(s) + else: + if _good_splits: + merged_text = self._merge_splits(_good_splits, _separator) + final_chunks.extend(merged_text) + _good_splits = [] + if not new_separators: + final_chunks.append(s) + else: + other_info = self._split_text(s, new_separators) + final_chunks.extend(other_info) + if _good_splits: + merged_text = self._merge_splits(_good_splits, _separator) + final_chunks.extend(merged_text) + return [re.sub(r"\n{2,}", "\n", chunk.strip()) for chunk in final_chunks if chunk.strip()!=""] + + +if __name__ == "__main__": + text_splitter = ChineseRecursiveTextSplitter( + keep_separator=True, + is_separator_regex=True, + chunk_size=50, + chunk_overlap=0 + ) + ls = [ + """中国对外贸易形势报告（75页）。前 10 个月，一般贸易进出口 19.5 万亿元，增长 25.1%， 比整体进出口增速高出 2.9 个百分点，占进出口总额的 61.7%，较去年同期提升 1.6 个百分点。其中，一般贸易出口 10.6 万亿元，增长 25.3%，占出口总额的 60.9%，提升 1.5 个百分点；进口8.9万亿元，增长24.9%，占进口总额的62.7%， 提升 1.8 个百分点。加工贸易进出口 6.8 万亿元，增长 11.8%， 占进出口总额的 21.5%，减少 2.0 个百分点。其中，出口增 长 10.4%，占出口总额的 24.3%，减少 2.6 个百分点；进口增 长 14.2%，占进口总额的 18.0%，减少 1.2 个百分点。此外， 以保税物流方式进出口 3.96 万亿元，增长 27.9%。其中，出 口 1.47 万亿元，增长 38.9%；进口 2.49 万亿元，增长 22.2%。前三季度，中国服务贸易继续保持快速增长态势。服务 进出口总额 37834.3 亿元，增长 11.6%；其中服务出口 17820.9 亿元，增长 27.3%；进口 20013.4 亿元，增长 0.5%，进口增 速实现了疫情以来的首次转正。服务出口增幅大于进口 26.8 个百分点，带动服务贸易逆差下降 62.9%至 2192.5 亿元。服 务贸易结构持续优化，知识密集型服务进出口 16917.7 亿元， 增长 13.3%，占服务进出口总额的比重达到 44.7%，提升 0.7 个百分点。 二、中国对外贸易发展环境分析和展望 全球疫情起伏反复，经济复苏分化加剧，大宗商品价格 上涨、能源紧缺、运力紧张及发达经济体政策调整外溢等风 险交织叠加。同时也要看到，我国经济长期向好的趋势没有 改变，外贸企业韧性和活力不断增强，新业态新模式加快发 展，创新转型步伐提速。产业链供应链面临挑战。美欧等加快出台制造业回迁计 划，加速产业链供应链本土布局，跨国公司调整产业链供应 链，全球双链面临新一轮重构，区域化、近岸化、本土化、 短链化趋势凸显。疫苗供应不足，制造业“缺芯”、物流受限、 运价高企，全球产业链供应链面临压力。 全球通胀持续高位运行。能源价格上涨加大主要经济体 的通胀压力，增加全球经济复苏的不确定性。世界银行今年 10 月发布《大宗商品市场展望》指出，能源价格在 2021 年 大涨逾 80%，并且仍将在 2022 年小幅上涨。IMF 指出，全 球通胀上行风险加剧，通胀前景存在巨大不确定性。""", + ] + # text = """""" + for inum, text in enumerate(ls): + print(inum) + chunks = text_splitter.split_text(text) + for chunk in chunks: + print(chunk) diff --git a/crazy_functions/vector_fns/general_file_loader.py b/common/text_splitter/chinese_text_splitter.py similarity index 87% rename from crazy_functions/vector_fns/general_file_loader.py rename to common/text_splitter/chinese_text_splitter.py index a512c483c..d1755422e 100644 --- a/crazy_functions/vector_fns/general_file_loader.py +++ b/common/text_splitter/chinese_text_splitter.py @@ -1,13 +1,10 @@ -# From project chatglm-langchain - - -from langchain.document_loaders import UnstructuredFileLoader from langchain.text_splitter import CharacterTextSplitter import re from typing import List + class ChineseTextSplitter(CharacterTextSplitter): - def __init__(self, pdf: bool = False, sentence_size: int = None, **kwargs): + def __init__(self, pdf: bool = False, sentence_size: int = 250, **kwargs): super().__init__(**kwargs) self.pdf = pdf self.sentence_size = sentence_size @@ -61,10 +58,4 @@ def split_text(self, text: str) -> List[str]: ##此处需要进一步优化逻 ls = ls[:id] + [i for i in ele1_ls if i] + ls[id + 1:] return ls -def load_file(filepath, sentence_size): - loader = UnstructuredFileLoader(filepath, mode="elements") - textsplitter = ChineseTextSplitter(pdf=False, sentence_size=sentence_size) - docs = loader.load_and_split(text_splitter=textsplitter) - # write_check_file(filepath, docs) - return docs diff --git a/common/text_splitter/zh_title_enhance.py b/common/text_splitter/zh_title_enhance.py new file mode 100644 index 000000000..7f8c54843 --- /dev/null +++ b/common/text_splitter/zh_title_enhance.py @@ -0,0 +1,99 @@ +from langchain.docstore.document import Document +import re + + +def under_non_alpha_ratio(text: str, threshold: float = 0.5): + """Checks if the proportion of non-alpha characters in the text snippet exceeds a given + threshold. This helps prevent text like "-----------BREAK---------" from being tagged + as a title or narrative text. The ratio does not count spaces. + + Parameters + ---------- + text + The input string to test + threshold + If the proportion of non-alpha characters exceeds this threshold, the function + returns False + """ + if len(text) == 0: + return False + + alpha_count = len([char for char in text if char.strip() and char.isalpha()]) + total_count = len([char for char in text if char.strip()]) + try: + ratio = alpha_count / total_count + return ratio < threshold + except: + return False + + +def is_possible_title( + text: str, + title_max_word_length: int = 20, + non_alpha_threshold: float = 0.5, +) -> bool: + """Checks to see if the text passes all of the checks for a valid title. + + Parameters + ---------- + text + The input text to check + title_max_word_length + The maximum number of words a title can contain + non_alpha_threshold + The minimum number of alpha characters the text needs to be considered a title + """ + + # 文本长度为0的话，肯定不是title + if len(text) == 0: + print("Not a title. Text is empty.") + return False + + # 文本中有标点符号，就不是title + ENDS_IN_PUNCT_PATTERN = r"[^\w\s]\Z" + ENDS_IN_PUNCT_RE = re.compile(ENDS_IN_PUNCT_PATTERN) + if ENDS_IN_PUNCT_RE.search(text) is not None: + return False + + # 文本长度不能超过设定值，默认20 + # NOTE(robinson) - splitting on spaces here instead of word tokenizing because it + # is less expensive and actual tokenization doesn't add much value for the length check + if len(text) > title_max_word_length: + return False + + # 文本中数字的占比不能太高，否则不是title + if under_non_alpha_ratio(text, threshold=non_alpha_threshold): + return False + + # NOTE(robinson) - Prevent flagging salutations like "To My Dearest Friends," as titles + if text.endswith((",", ".", "，", "。")): + return False + + if text.isnumeric(): + print(f"Not a title. Text is all numeric:\n\n{text}") # type: ignore + return False + + # 开头的字符内应该有数字，默认5个字符内 + if len(text) < 5: + text_5 = text + else: + text_5 = text[:5] + alpha_in_text_5 = sum(list(map(lambda x: x.isnumeric(), list(text_5)))) + if not alpha_in_text_5: + return False + + return True + + +def zh_title_enhance(docs: Document) -> Document: + title = None + if len(docs) > 0: + for doc in docs: + if is_possible_title(doc.page_content): + doc.metadata['category'] = 'cn_Title' + title = doc.page_content + elif title: + doc.page_content = f"下文与({title})有关。{doc.page_content}" + return docs + else: + print("文件不存在") diff --git a/toolbox.py b/common/toolbox.py similarity index 64% rename from toolbox.py rename to common/toolbox.py index 6cc62e7c3..ce8fa664d 100644 --- a/toolbox.py +++ b/common/toolbox.py @@ -2,8 +2,26 @@ import time import inspect import re -import os +import importlib +import inspect +from common.history_handler import thread_write_chat_json, get_user_basedata import base64 +import gradio as gr +import math +from latex2mathml.converter import convert as tex2mathml +from functools import wraps, lru_cache +import shutil +import os +import time +import glob +import sys +import threading + +from common.func_box import (num_tokens_from_string, user_client_mark, + created_atime, encryption_str, extract_link_pf, valid_img_extensions) +from common.path_handler import init_path + +############################### 插件输入输出接驳区 ####################################### import gradio import shutil import glob @@ -30,11 +48,9 @@ from shared_utils.map_names import map_friendly_names_to_model from shared_utils.map_names import map_model_to_friendly_names from shared_utils.map_names import read_one_api_model_name -from shared_utils.handle_upload import html_local_file -from shared_utils.handle_upload import html_local_img -from shared_utils.handle_upload import file_manifest_filter_type from shared_utils.handle_upload import extract_archive from typing import List + pj = os.path.join default_user_name = "default_user" @@ -53,20 +69,8 @@ class ChatBotWithCookies(list): + def __init__(self, cookie): - """ - cookies = { - 'top_p': top_p, - 'temperature': temperature, - 'lock_plugin': bool, - "files_to_promote": ["file1", "file2"], - "most_recent_uploaded": { - "path": "uploaded_path", - "time": time.time(), - "time_str": "timestr", - } - } - """ self._cookies = cookie def write_list(self, list): @@ -82,83 +86,234 @@ def get_cookies(self): def get_user(self): return self._cookies.get("user_name", default_user_name) -def ArgsGeneralWrapper(f): + +def end_predict(chatbot, history, llm_kwargs): + count_time = round(time.time() - llm_kwargs['start_time'], 3) + count_tokens = num_tokens_from_string(listing=history) + status = f"本次对话耗时: `{count_time}s` \t 本次对话使用tokens: `{count_tokens}`" + yield from update_ui(chatbot=chatbot, history=history, msg=status, end_code=1) # 刷新界面 + + +def ArgsGeneralWrapper(func): """ 装饰器函数ArgsGeneralWrapper，用于重组输入参数，改变输入参数的顺序与结构。 该装饰器是大多数功能调用的入口。 函数示意图：https://mermaid.live/edit#pako:eNqNVFtPGkEY_StkntoEDQtLoTw0sWqapjQxVWPabmOm7AiEZZcsQ9QiiW012qixqdeqqIn10geBh6ZR8PJnmAWe-hc6l3VhrWnLEzNzzvnO953ZyYOYoSIQAWOaMR5LQBN7hvoU3UN_g5iu7imAXEyT4wUF3Pd0dT3y9KGYYUJsmK8V0GPGs0-QjkyojZgwk0Fm82C2dVghX08U8EaoOHjOfoEMU0XmADRhOksVWnNLjdpM82qFzB6S5Q_WWsUhuqCc3JtAsVR_OoMnhyZwXgHWwbS1d4gnsLVZJp-P6mfVxveqAgqC70Jz_pQCOGDKM5xFdNNPDdilF6uSU_hOYqu4a3MHYDZLDzq5fodrC3PWcEaFGPUaRiqJWK_W9g9rvRITa4dhy_0nw67SiePMp3oSR6PPn41DGgllkvkizYwsrmtaejTFd8V4yekGmT1zqrt4XGlAy8WTuiPULF01LksZvukSajfQQRAxmYi5S0D81sDcyzapVdn6sYFHkjhhGyel3frVQnvsnbR23lEjlhIlaOJiFPWzU5G4tfNJo8ejwp47-TbvJkKKZvmxA6SKo16oaazJysfG6klr9T0pbTW2ZqzlL_XaT8fYbQLXe4mSmvoCZXMaa7FePW6s7jVqK9bujvse3WFjY5_Z4KfsA4oiPY4T7Drvn1tLJTbG1to1qR79ulgk89-oJbvZzbIwJty6u20LOReWa9BvwserUd9s9MIKc3x5TUWEoAhUyJK5y85w_yG-dFu_R9waoU7K581y8W_qLle35-rG9Nxcrz8QHRsc0K-r9NViYRT36KsFvCCNzDRMqvSVyzOKAnACpZECIvSvCs2UAhS9QHEwh43BST0GItjMIS_I8e-sLwnj9A262cxA_ZVh0OUY1LJiDSJ5MAEiUijYLUtBORR6KElyQPaCSRDpksNSd8AfluSgHPaFC17wjrOlbgbzyyFf4IFPDvoD_sJvnkdK-g """ - def decorated(request: gradio.Request, cookies:dict, max_length:int, llm_model:str, - txt:str, txt2:str, top_p:float, temperature:float, chatbot:list, - history:list, system_prompt:str, plugin_advanced_arg:str, *args): - txt_passon = txt - if txt == "" and txt2 != "": txt_passon = txt2 - # 引入一个有cookie的chatbot - if request.username is not None: - user_name = request.username - else: - user_name = default_user_name - cookies.update({ - 'top_p': top_p, - 'api_key': cookies['api_key'], - 'llm_model': llm_model, - 'temperature': temperature, - 'user_name': user_name, - }) - llm_kwargs = { - 'api_key': cookies['api_key'], + + def decorated(cookies, max_length, llm_model, txt, # 调优参数 + top_p, temperature, n_choices, stop_sequence, + max_context, max_generation, presence_penalty, + frequency_penalty, logit_bias, user_identifier, response_format, + chatbot, history, system_prompt, plugin_advanced_arg, + # 输入栏模式 + single_mode, agent_mode, + # 知识库 + kb_selects, vector_score, vector_top_k, + # 高级设置 + models, history_num, worker_num, ocr_trust, + # 个人信息配置 + openai_key, wps_cookies, qq_cookies, feishu_header, + project_user_key, project_header, + ipaddr: gr.Request, *args): # 参数来源__main__.py self.input_combo + """""" + start_time = time.time() + real_llm = { 'llm_model': llm_model, - 'top_p': top_p, + 'top_p': top_p, 'temperature': temperature, 'n_choices': n_choices, 'stop': stop_sequence, + 'max_context': max_context, 'max_generation': max_generation, 'presence_penalty': presence_penalty, + 'frequency_penalty': frequency_penalty, 'logit_bias': logit_bias, 'user_identifier': user_identifier, + 'response_format': response_format, 'input_models': models, + 'system_prompt': system_prompt, 'ipaddr': user_client_mark(ipaddr), + 'kb_config': {"names": kb_selects, 'score': vector_score, 'top-k': vector_top_k}, + } + llm_kwargs = { # 这些不会写入对话记录哦 + **real_llm, 'api_key': cookies.get('api_key') + f",{openai_key}", + 'worker_num': worker_num, 'start_time': start_time, 'ocr': ocr_trust, 'max_length': max_length, - 'temperature': temperature, - 'client_ip': request.client.host, - 'most_recent_uploaded': cookies.get('most_recent_uploaded') + 'wps_cookies': wps_cookies, 'qq_cookies': qq_cookies, 'feishu_header': feishu_header, + 'project_config': { + 'project_user_key': project_user_key, 'project_header': project_header + } } + # 历史对话轮次 + history = history[0:history_num * 2] # 为了保证历史记录永远是偶数 + # 对话参数 + if not cookies.get('first_chat') and args: + cookies['first_chat'] = args[0] + "_" + created_atime() plugin_kwargs = { "advanced_arg": plugin_advanced_arg, + "parameters_def": '' } + cookies.update({**real_llm}) + # 这里的cookie是引用，所以后面赋值会同步到chatbot中，所以后续传cookie还是chatbot.get_cookies()都是一样的 chatbot_with_cookie = ChatBotWithCookies(cookies) + # 引入一个有cookie的chatbot chatbot_with_cookie.write_list(chatbot) - - if cookies.get('lock_plugin', None) is None: - # 正常状态 - if len(args) == 0: # 插件通道 - yield from f(txt_passon, llm_kwargs, plugin_kwargs, chatbot_with_cookie, history, system_prompt, request) - else: # 对话通道，或者基础功能通道 - yield from f(txt_passon, llm_kwargs, plugin_kwargs, chatbot_with_cookie, history, system_prompt, *args) - else: - # 处理少数情况下的特殊插件的锁定状态 - module, fn_name = cookies['lock_plugin'].split('->') - f_hot_reload = getattr(importlib.import_module(module, fn_name), fn_name) - yield from f_hot_reload(txt_passon, llm_kwargs, plugin_kwargs, chatbot_with_cookie, history, system_prompt, request) - # 判断一下用户是否错误地通过对话通道进入，如果是，则进行提醒 - final_cookies = chatbot_with_cookie.get_cookies() - # len(args) != 0 代表“提交”键对话通道，或者基础功能通道 - if len(args) != 0 and 'files_to_promote' in final_cookies and len(final_cookies['files_to_promote']) > 0: - chatbot_with_cookie.append( - ["检测到**滞留的缓存文档**，请及时处理。", "请及时点击“**保存当前对话**”获取所有滞留文档。"]) - yield from update_ui(chatbot_with_cookie, final_cookies['history'], msg="检测到被滞留的缓存文档") + # 根据提交处理器判断需要对提交做什么处理 + txt_proc, func_redirect = yield from model_selection(txt, models, llm_kwargs, plugin_kwargs, cookies, + chatbot_with_cookie, history, args, func) + # 根据args判断需要对提交和历史对话做什么处理 + txt_proc, history, func_redirect = yield from plugins_selection(txt_proc, history, plugin_kwargs, + args, cookies, chatbot_with_cookie, llm_kwargs, + func_redirect) + # 根据cookie 或 对话配置决定到底走哪一步 + yield from func_decision_tree(func_redirect, cookies, single_mode, agent_mode, + txt_proc, llm_kwargs, plugin_kwargs, chatbot_with_cookie, + history, system_prompt, args) + # 将对话记录写入文件 + yield from end_predict(chatbot_with_cookie, history, llm_kwargs) + threading.Thread(target=thread_write_chat_json, + args=(chatbot_with_cookie, user_client_mark(ipaddr))).start() return decorated -def update_ui(chatbot:ChatBotWithCookies, history, msg="正常", **kwargs): # 刷新界面 +def model_selection(txt, models, llm_kwargs, plugin_kwargs, cookies, chatbot_with_cookie, history, args, func): + txt_proc = txt + # 开关调整 + if 'OCR缓存' in models: llm_kwargs.update({'ocr_cache': True}) + if '关联缺陷' in models: llm_kwargs['project_config'].update({'关联缺陷': True}) + if '关联用例' in models: llm_kwargs['project_config'].update({'关联用例': True}) + if '关联任务' in models: llm_kwargs['project_config'].update({'关联任务': True}) + if 'Vision-Img' in models: + if not plugin_kwargs.get('开启OCR'): + plugin_kwargs.update({'开启OCR': _vision_select_model(llm_kwargs, models)}) + # 实实在在会改变输入的 + if 'input加密' in models: txt_proc = encryption_str(txt_proc) + if len(args) == 0 or 'RetryChat' in args and not cookies.get('is_plugin'): + if '网络链接RAG' in models and 'moonshot' not in llm_kwargs.get('llm_model', ''): + from crazy_functions.reader_fns.crazy_box import user_input_embedding_content, check_url_domain_cloud, \ + submit_no_use_ui_task + valid_types = ['pdf', 'md', 'xlsx', 'docx'] + wps_links, qq_link, feishu_link, project_link = check_url_domain_cloud(txt_proc) + local_file = extract_link_pf(txt_proc, valid_types) + if wps_links or qq_link or feishu_link or local_file or project_link: # 提前检测，有文件才进入下一步文件处理 + yield from update_ui(chatbot_with_cookie, history, msg='检测到提交存在文档链接，正在跳转Reader...') + input_embedding_content = yield from user_input_embedding_content(txt_proc, chatbot_with_cookie, + history, llm_kwargs, plugin_kwargs, + valid_types) + txt_proc_embedding = "\n\n---\n\n".join( + [v for i, v in enumerate(input_embedding_content) if i % 2 == 1]) + if txt_proc_embedding: + txt_proc = txt_proc_embedding + func = submit_no_use_ui_task + else: + yield from update_ui(chatbot_with_cookie, history, msg='Switching to normal dialog...') + img_info = extract_link_pf(txt, valid_img_extensions) + if 'vision' not in llm_kwargs['llm_model'] and img_info: + vision_llm = _vision_select_model(llm_kwargs, models) + if vision_llm: + llm_kwargs.update(vision_llm) + yield from update_ui(chatbot_with_cookie, history, + msg=f'Switching to `{llm_kwargs["llm_model"]}` dialog...') + return txt_proc, func + + +def _vision_select_model(llm_kwargs, models): + vision_llm = {} + if llm_kwargs['llm_model'].startswith('gpt'): + if "gpt4-v自动识图" in models: + vision_llm['llm_model'] = 'gpt-4-vision-preview' + elif llm_kwargs['llm_model'].startswith('gemini'): + if "gemini-v自动识图" in models: + vision_llm['llm_model'] = 'gemini-pro-vision' + elif llm_kwargs['llm_model'].startswith('glm'): + if "glm-v自动识图" in models: + vision_llm['llm_model'] = 'glm-4v' + else: + return False + return vision_llm + + +def plugins_selection(txt_proc, history, plugin_kwargs, args, cookies, chatbot_with_cookie, llm_kwargs, func): + # 插件会传多参数，如果是插件，那么更新知识库 和 默认高级参数 + if len(args) > 1: + plugin_kwargs['advanced_arg'] = '' + plugin_kwargs.update({'parameters_def': args[1]}) + cookies['is_plugin'] = {'func_name': args[0], 'input': txt_proc, 'kwargs': plugin_kwargs} + elif len(args) == 1 and 'RetryChat' not in args: + history = history[:-2] # 不采取重试的对话历史 + cookies['is_plugin'] = {'func_name': args[0], 'input': txt_proc, 'kwargs': plugin_kwargs} + elif len(args) == 0 or 'RetryChat' in args and not cookies.get('is_plugin'): + cookies['is_plugin'] = False + plugin_kwargs['advanced_arg'] = '' + from common.knowledge_base.kb_func import vector_recall_by_input + if llm_kwargs['kb_config']['names']: + from crazy_functions.reader_fns.crazy_box import submit_no_use_ui_task + unpacking_input = yield from vector_recall_by_input(txt_proc, chatbot_with_cookie, history, + llm_kwargs, '知识库提示词', + '引用知识库回答') + txt_proc, history = unpacking_input + func = submit_no_use_ui_task + return txt_proc, history, func + + +def func_decision_tree(func, cookies, single_mode, agent_mode, + txt_proc, llm_kwargs, plugin_kwargs, chatbot_with_cookie, + history, system_prompt, args): + if single_mode: + deci_history = [] + else: + deci_history = history + if cookies.get('lock_plugin', None) is None: + is_try = args[0] if 'RetryChat' in args else None + if is_try: + user_data = get_user_basedata(chatbot_with_cookie, llm_kwargs['ipaddr']) + plugin = user_data['chat'][-1].get('plugin') + if plugin: + txt_proc = plugin['input'] + from common.crazy_functional import crazy_fns + func_name = plugin['func_name'] + plugin_kwargs.update(plugin['kwargs']) + cookies['is_plugin'] = {'func_name': func_name, 'input': txt_proc, 'kwargs': plugin_kwargs} + try_f = crazy_fns.get(func_name, False) + if try_f: try_f = try_f['Function'] + else: + txt_proc = cookies.get('last_chat', '') + from crazy_functions.reader_fns.crazy_box import submit_no_use_ui_task + try_f = submit_no_use_ui_task + args = () + yield from try_f(txt_proc, llm_kwargs, plugin_kwargs, chatbot_with_cookie, + deci_history, system_prompt, *args) + else: + if agent_mode: + from common.crazy_functional import crazy_fns + plugin_agent = crazy_fns['插件代理助手']['Function'] + func = plugin_agent + yield from func(txt_proc, llm_kwargs, plugin_kwargs, chatbot_with_cookie, + deci_history, system_prompt, *args) + cookies.update({'last_chat': txt_proc}) + else: + # 处理少数情况下的特殊插件的锁定状态 + module, fn_name = cookies['lock_plugin'].split('->') + f_hot_reload = getattr(importlib.import_module(module, fn_name), fn_name) + yield from f_hot_reload(txt_proc, llm_kwargs, plugin_kwargs, chatbot_with_cookie, history, system_prompt, + *args) + # 判断一下用户是否错误地通过对话通道进入，如果是，则进行提醒 + final_cookies = chatbot_with_cookie.get_cookies() + # len(args) != 0 代表“提交”键对话通道，或者基础功能通道 + if len(args) != 0 and 'files_to_promote' in final_cookies and len(final_cookies['files_to_promote']) > 0: + chatbot_with_cookie.append( + ["检测到**滞留的缓存文档**，请及时处理。", "请及时点击“**保存当前对话**”获取所有滞留文档。"]) + yield from update_ui(chatbot_with_cookie, final_cookies['history'], msg="检测到被滞留的缓存文档") + + +def update_ui(chatbot, history, msg=None, end_code=0, *args): # 刷新界面 """ 刷新用户界面 """ - assert isinstance( - chatbot, ChatBotWithCookies - ), "在传递chatbot的过程中不要将其丢弃。必要时, 可用clear将其清空, 然后用for+append循环重新赋值。" + assert isinstance(chatbot, ChatBotWithCookies), "在传递chatbot的过程中不要将其丢弃。必要时，可用clear将其清空，然后用for+append循环重新赋值。" cookies = chatbot.get_cookies() # 备份一份History作为记录 cookies.update({"history": history}) # 解决插件锁定时的界面显示问题 if cookies.get("lock_plugin", None): label = ( - cookies.get("llm_model", "") - + " | " - + "正在锁定插件" - + cookies.get("lock_plugin", None) + cookies.get("llm_model", "") + + " | " + + "正在锁定插件" + + cookies.get("lock_plugin", None) ) chatbot_gr = gradio.update(value=chatbot, label=label) if cookies.get("label", "") != label: @@ -168,11 +323,16 @@ def update_ui(chatbot:ChatBotWithCookies, history, msg="正常", **kwargs): # cookies["label"] = None # 清空label else: chatbot_gr = chatbot - - yield cookies, chatbot_gr, history, msg + if not msg: + msg = gr.update() + event = [cookies, chatbot_gr, history, msg] + if end_code: + yield event + [gr.update(visible=False), gr.update(visible=True)] + else: + yield event + [gr.update(visible=True), gr.update(visible=False)] -def update_ui_lastest_msg(lastmsg:str, chatbot:ChatBotWithCookies, history:list, delay=1): # 刷新界面 +def update_ui_lastest_msg(lastmsg: str, chatbot: ChatBotWithCookies, history: list, delay=1): # 刷新界面 """ 刷新用户界面 """ @@ -189,7 +349,7 @@ def trimmed_format_exc(): str = traceback.format_exc() current_path = os.getcwd() - replace_path = "." + replace_path = "../.." return str.replace(current_path, replace_path) @@ -199,17 +359,16 @@ def CatchException(f): """ @wraps(f) - def decorated(main_input:str, llm_kwargs:dict, plugin_kwargs:dict, - chatbot_with_cookie:ChatBotWithCookies, history:list, *args, **kwargs): + def decorated(main_input: str, llm_kwargs: dict, plugin_kwargs: dict, + chatbot_with_cookie: ChatBotWithCookies, history: list, *args, **kwargs): try: - yield from f(main_input, llm_kwargs, plugin_kwargs, chatbot_with_cookie, history, *args, **kwargs) + yield from f(main_input, llm_kwargs, plugin_kwargs, chatbot_with_cookie, history, args, kwargs) except Exception as e: - from toolbox import get_conf tb_str = '```\n' + trimmed_format_exc() + '```' if len(chatbot_with_cookie) == 0: chatbot_with_cookie.clear() chatbot_with_cookie.append(["插件调度异常", "异常原因"]) - chatbot_with_cookie[-1] = (chatbot_with_cookie[-1][0], f"[Local Message] 插件调用出错: \n\n{tb_str} \n") + chatbot_with_cookie[-1][1] += f"\n\n[Local Message] 插件调用出错: \n\n{tb_str} \n" yield from update_ui(chatbot=chatbot_with_cookie, history=history, msg=f'异常 {e}') # 刷新界面 return decorated @@ -238,6 +397,8 @@ def decorated(*args, **kwargs): return f +####################################### 其他小工具 ##################################### + """ =-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=- 第二部分 @@ -257,7 +418,7 @@ def decorated(*args, **kwargs): """ -def get_reduce_token_percent(text:str): +def get_reduce_token_percent(text: str): """ * 此函数未来将被弃用 """ @@ -276,14 +437,12 @@ def get_reduce_token_percent(text:str): def write_history_to_file( - history:list, file_basename:str=None, file_fullname:str=None, auto_caption:bool=True + history: list, file_basename: str = None, file_fullname: str = None, auto_caption: bool = True ): """ 将对话记录history以Markdown格式写入文件中。如果没有指定文件名，则使用当前时间生成文件名。 """ import os - import time - if file_fullname is None: if file_basename is not None: file_fullname = pj(get_log_folder(), file_basename) @@ -310,7 +469,7 @@ def write_history_to_file( return res -def regular_txt_to_markdown(text:str): +def regular_txt_to_markdown(text: str): """ 将普通文本转换为Markdown格式的文本。 """ @@ -320,15 +479,15 @@ def regular_txt_to_markdown(text:str): return text -def report_exception(chatbot:ChatBotWithCookies, history:list, a:str, b:str): +def report_exception(chatbot: ChatBotWithCookies, history: list, a: str, b: str): """ 向chatbot中添加错误信息 """ - chatbot.append((a, b)) + chatbot.append([1]) history.extend([a, b]) -def find_free_port()->int: +def find_free_port() -> int: """ 返回当前系统中可用的未使用端口。 """ @@ -341,7 +500,7 @@ def find_free_port()->int: return s.getsockname()[1] -def find_recent_files(directory:str)->List[str]: +def find_recent_files(directory: str) -> List[str]: """ Find files that is created with in one minutes under a directory with python, write a function """ @@ -366,7 +525,7 @@ def find_recent_files(directory:str)->List[str]: return recent_files -def file_already_in_downloadzone(file:str, user_path:str): +def file_already_in_downloadzone(file: str, user_path: str): try: parent_path = os.path.abspath(user_path) child_path = os.path.abspath(file) @@ -378,7 +537,7 @@ def file_already_in_downloadzone(file:str, user_path:str): return False -def promote_file_to_downloadzone(file:str, rename_file:str=None, chatbot:ChatBotWithCookies=None): +def promote_file_to_downloadzone(file: str, rename_file: str = None, chatbot: ChatBotWithCookies = None): # 将文件复制一份到下载区 import shutil @@ -413,12 +572,12 @@ def promote_file_to_downloadzone(file:str, rename_file:str=None, chatbot:ChatBot return new_path -def disable_auto_promotion(chatbot:ChatBotWithCookies): +def disable_auto_promotion(chatbot: ChatBotWithCookies): chatbot._cookies.update({"files_to_promote": []}) return -def del_outdated_uploads(outdate_time_seconds:float, target_path_base:str=None): +def del_outdated_uploads(outdate_time_seconds: float, target_path_base: str = None): if target_path_base is None: user_upload_dir = get_conf("PATH_PRIVATE_UPLOAD") else: @@ -437,51 +596,57 @@ def del_outdated_uploads(outdate_time_seconds:float, target_path_base:str=None): return +def on_file_uploaded(files, chatbot, txt, cookies, ipaddr: gr.Request): + from crazy_functions.reader_fns.local_markdown import to_markdown_tabs + from common.gr_converter_html import file_manifest_filter_type + private_upload = init_path.private_files_path.replace(init_path.base_path, '.') + # shutil.rmtree('./private_upload/') 不需要删除文件 -def to_markdown_tabs(head: list, tabs: list, alignment=":---:", column=False, omit_path=None): - """ - Args: - head: 表头：[] - tabs: 表值：[[列1], [列2], [列3], [列4]] - alignment: :--- 左对齐， :---: 居中对齐， ---: 右对齐 - column: True to keep data in columns, False to keep data in rows (default). - Returns: - A string representation of the markdown table. - """ - if column: - transposed_tabs = list(map(list, zip(*tabs))) + if type(ipaddr) is str: + ipaddr = ipaddr else: - transposed_tabs = tabs - # Find the maximum length among the columns - max_len = max(len(column) for column in transposed_tabs) - - tab_format = "| %s " - tabs_list = "".join([tab_format % i for i in head]) + "|\n" - tabs_list += "".join([tab_format % alignment for i in head]) + "|\n" - - for i in range(max_len): - row_data = [tab[i] if i < len(tab) else "" for tab in transposed_tabs] - row_data = file_manifest_filter_type(row_data, filter_=None) - # for dat in row_data: - # if (omit_path is not None) and os.path.exists(dat): - # dat = os.path.relpath(dat, omit_path) - tabs_list += "".join([tab_format % i for i in row_data]) + "|\n" - - return tabs_list + ipaddr = user_client_mark(ipaddr) + time_tag = created_atime() + time_tag_path = os.path.join(private_upload, ipaddr, 'temp', time_tag) + os.makedirs(f'{time_tag_path}', exist_ok=True) + err_msg = '' + for file in files: + file_origin_name = os.path.basename(file.orig_name) + new_file = os.path.join(time_tag_path, file_origin_name) + shutil.copy(file.name, new_file) + err_msg += extract_archive(f'{time_tag_path}/{file_origin_name}', + dest_dir=f'{time_tag_path}/{file_origin_name}.extract') + moved_files = [fp for fp in glob.glob(f'{time_tag_path}/**/*', recursive=True)] + moved_view = [[i] for i in moved_files] + moved_files_str = to_markdown_tabs(head=['Preview' for i in moved_files], tabs=moved_view) + if type(chatbot) is str: + if not txt: + txt = {'file_path': '', 'know_name': '', 'know_obj': {}, 'file_list': []} + txt.update({'file_path': time_tag_path}) + else: + txt += "\n".join(file_manifest_filter_type(moved_files, md_type=True)) + cookies.update({ + 'most_recent_uploaded': { + 'path': f'{time_tag_path}', + 'time': time.time(), + 'time_str': time_tag + }}) + return chatbot, txt -def on_file_uploaded( - request: gradio.Request, files:List[str], chatbot:ChatBotWithCookies, - txt:str, txt2:str, checkboxes:List[str], cookies:dict -): - """ - 当文件被上传时的回调函数 - """ - if len(files) == 0: - return chatbot, txt +def on_report_generated2(request: gradio.Request, files: List[str], chatbot: ChatBotWithCookies, + txt: str, txt2: str, checkboxes: List[str], cookies: dict): + from crazy_functions.reader_fns.local_markdown import to_markdown_tabs + if 'file_to_promote' in cookies: + report_files = cookies['file_to_promote'] + cookies.pop('file_to_promote') + # 移除过时的旧文件从而节省空间&保护隐私 + outdate_time_seconds = 60 + del_outdated_uploads(outdate_time_seconds) + user = user_client_mark(request) # 创建工作路径 - user_name = default_user_name if not request.username else request.username + user_name = "default" if not user else 'default' time_tag = gen_time_str() target_path_base = get_upload_folder(user_name, tag=time_tag) os.makedirs(target_path_base, exist_ok=True) @@ -505,8 +670,9 @@ def on_file_uploaded( moved_files = [fp for fp in files] max_file_to_show = 10 if len(moved_files) > max_file_to_show: - moved_files = moved_files[:max_file_to_show//2] + [f'... ( 📌省略{len(moved_files) - max_file_to_show}个文件的显示 ) ...'] + \ - moved_files[-max_file_to_show//2:] + moved_files = moved_files[:max_file_to_show // 2] + [ + f'... ( 📌省略{len(moved_files) - max_file_to_show}个文件的显示 ) ...'] + \ + moved_files[-max_file_to_show // 2:] moved_files_str = to_markdown_tabs(head=["文件"], tabs=[moved_files], omit_path=target_path_base) chatbot.append( [ @@ -536,7 +702,7 @@ def on_file_uploaded( return chatbot, txt, txt2, cookies -def on_report_generated(cookies:dict, files:List[str], chatbot:ChatBotWithCookies): +def on_report_generated(cookies: dict, files: List[str], chatbot: ChatBotWithCookies): if "files_to_promote" in cookies: report_files = cookies["files_to_promote"] cookies.pop("files_to_promote") @@ -662,7 +828,6 @@ def is_path_legal(path: str) -> bool: app = FastAPI() if custom_path != "/": - @app.get("/") def read_main(): return {"message": f"Gradio is running at: {custom_path}"} @@ -721,12 +886,13 @@ def get_token_num(txt): while n_token > max_token_limit: where = np.argmax(everything_token) encoded = tokenizer.encode(everything[where], disallowed_special=()) - clipped_encoded = encoded[: len(encoded) - delta] - everything[where] = tokenizer.decode(clipped_encoded)[ - :-1 - ] # -1 to remove the may-be illegal char - everything_token[where] = get_token_num(everything[where]) - n_token = get_token_num("\n".join(everything)) + + clipped_encoded = encoded[: len(encoded) - delta] + everything[where] = tokenizer.decode(clipped_encoded)[ + :-1 + ] # -1 to remove the may-be illegal char + everything_token[where] = get_token_num(everything[where]) + n_token = get_token_num("\n".join(everything)) history = everything[1:] return history @@ -823,7 +989,7 @@ def is_the_upload_folder(string): return False -def get_user(chatbotwithcookies:ChatBotWithCookies): +def get_user(chatbotwithcookies: ChatBotWithCookies): return chatbotwithcookies._cookies.get("user_name", default_user_name) @@ -835,11 +1001,9 @@ class ProxyNetworkActivate: def __init__(self, task=None) -> None: self.task = task if not task: - # 不给定task, 那么我们默认代理生效 + # 不给定 task，那么我们默认代理生效 self.valid = True else: - # 给定了task, 我们检查一下 - from toolbox import get_conf WHEN_TO_USE_PROXY = get_conf("WHEN_TO_USE_PROXY") self.valid = task in WHEN_TO_USE_PROXY @@ -847,7 +1011,6 @@ def __init__(self, task=None) -> None: def __enter__(self): if not self.valid: return self - from toolbox import get_conf proxies = get_conf("proxies") if "no_proxy" in os.environ: @@ -906,7 +1069,7 @@ def get_pictures_list(path): return file_manifest -def have_any_recent_upload_image_files(chatbot:ChatBotWithCookies): +def have_any_recent_upload_image_files(chatbot: ChatBotWithCookies): _5min = 5 * 60 if chatbot is None: return False, None # chatbot is None @@ -923,8 +1086,9 @@ def have_any_recent_upload_image_files(chatbot:ChatBotWithCookies): else: return False, None # most_recent_uploaded is too old + # Claude3 model supports graphic context dialogue, reads all images -def every_image_file_in_path(chatbot:ChatBotWithCookies): +def every_image_file_in_path(chatbot: ChatBotWithCookies): if chatbot is None: return False, [] # chatbot is None most_recent_uploaded = chatbot._cookies.get("most_recent_uploaded", None) @@ -936,6 +1100,7 @@ def every_image_file_in_path(chatbot:ChatBotWithCookies): return False, [] return True, file_manifest + # Function to encode the image def encode_image(image_path): with open(image_path, "rb") as image_file: @@ -973,7 +1138,6 @@ def check_repeat_upload(new_pdf_path, pdf_hash): ''' 检查历史上传的文件是否与新上传的文件相同，如果相同则返回(True, 重复文件路径)，否则返回(False，None) ''' - from toolbox import get_conf import PyPDF2 user_upload_dir = os.path.dirname(os.path.dirname(new_pdf_path)) @@ -999,13 +1163,13 @@ def check_repeat_upload(new_pdf_path, pdf_hash): maybe_project_dir = glob.glob('{}/**/{}'.format(get_log_folder(), pdf_hash + ".tag"), recursive=True) - if len(maybe_project_dir) > 0: return True, os.path.dirname(maybe_project_dir[0]) # 如果所有页的内容都相同，返回 True return False, None + def log_chat(llm_model: str, input_str: str, output_str: str): try: if output_str and input_str and llm_model: diff --git a/common/utils.py b/common/utils.py new file mode 100644 index 000000000..a150346a1 --- /dev/null +++ b/common/utils.py @@ -0,0 +1,444 @@ +import pathlib + +import pydantic +from pydantic import BaseModel +from typing import List +from fastapi import FastAPI +from pathlib import Path +import asyncio +from common.configs import (LLM_MODELS, LLM_DEVICE, EMBEDDING_DEVICE, + MODEL_PATH, MODEL_ROOT_PATH, ONLINE_EMBEDDING_MAPPINGS) +import os +from common.logger_handler import logger +from concurrent.futures import ThreadPoolExecutor, as_completed +from langchain.chat_models import ChatOpenAI +from langchain.llms import OpenAI +import httpx +from typing import ( + TYPE_CHECKING, + Literal, + Optional, + Callable, + Generator, + Dict, + Any, + Awaitable, + Union, + Tuple +) +import logging +from common.toolbox import get_conf, select_api_key + + +async def wrap_done(fn: Awaitable, event: asyncio.Event): + """Wrap an awaitable with a event to signal when it's done or an exception is raised.""" + try: + await fn + except Exception as e: + logging.exception(e) + msg = f"Caught exception: {e}" + logger.error(f'{e.__class__.__name__}: {msg}') + finally: + # Signal the aiter to stop. + event.set() + + +def get_ChatOpenAI( + model_name: str, + temperature: float, + max_tokens: int = None, + streaming: bool = True, + callbacks: List[Callable] = [], + verbose: bool = True, + **kwargs: Any, +) -> ChatOpenAI: + API_URL_REDIRECT, API_KEY = get_conf('API_URL_REDIRECT', 'API_KEY') + model = ChatOpenAI( + streaming=streaming, + verbose=verbose, + callbacks=callbacks, + openai_api_key=select_api_key(API_KEY, model_name), + openai_api_base='https://api.yunai.link/v1', + model_name=model_name, + temperature=temperature, + max_tokens=max_tokens, + openai_proxy=None, + **kwargs + ) + return model + + +def fschat_openai_api_address() -> str: + FSCHAT_OPENAI_API = get_conf('FSCHAT_OPENAI_API') + host = FSCHAT_OPENAI_API["host"] + if host == "0.0.0.0": + host = "127.0.0.1" + port = FSCHAT_OPENAI_API["port"] + return f"http://{host}:{port}/v1" + + +class BaseResponse(BaseModel): + code: int = pydantic.Field(200, description="API status code") + msg: str = pydantic.Field("success", description="API status message") + data: Any = pydantic.Field(None, description="API data") + + class Config: + schema_extra = { + "example": { + "code": 200, + "msg": "success", + } + } + + +class ListResponse(BaseResponse): + data: List[str] = pydantic.Field(..., description="List of names") + + class Config: + schema_extra = { + "example": { + "code": 200, + "msg": "success", + "data": ["doc1.docx", "doc2.pdf", "doc3.txt"], + } + } + + +class ChatMessage(BaseModel): + question: str = pydantic.Field(..., description="Question text") + response: str = pydantic.Field(..., description="Response text") + history: List[List[str]] = pydantic.Field(..., description="History text") + source_documents: List[str] = pydantic.Field( + ..., description="List of source documents and their scores" + ) + + class Config: + schema_extra = { + "example": { + "question": "工伤保险如何办理？", + "response": "根据已知信息，可以总结如下：\n\n1. 参保单位为员工缴纳工伤保险费，以保障员工在发生工伤时能够获得相应的待遇。\n" + "2. 不同地区的工伤保险缴费规定可能有所不同，需要向当地社保部门咨询以了解具体的缴费标准和规定。\n" + "3. 工伤从业人员及其近亲属需要申请工伤认定，确认享受的待遇资格，并按时缴纳工伤保险费。\n" + "4. 工伤保险待遇包括工伤医疗、康复、辅助器具配置费用、伤残待遇、工亡待遇、一次性工亡补助金等。\n" + "5. 工伤保险待遇领取资格认证包括长期待遇领取人员认证和一次性待遇领取人员认证。\n" + "6. 工伤保险基金支付的待遇项目包括工伤医疗待遇、康复待遇、辅助器具配置费用、一次性工亡补助金、丧葬补助金等。", + "history": [ + [ + "工伤保险是什么？", + "工伤保险是指用人单位按照国家规定，为本单位的职工和用人单位的其他人员，缴纳工伤保险费，" + "由保险机构按照国家规定的标准，给予工伤保险待遇的社会保险制度。", + ] + ], + "source_documents": [ + "出处 [1] 广州市单位从业的特定人员参加工伤保险办事指引.docx：\n\n\t" + "( 一) 从业单位 (组织) 按“自愿参保”原则， 为未建 立劳动关系的特定从业人员单项参加工伤保险 、缴纳工伤保 险费。", + "出处 [2] ...", + "出处 [3] ...", + ], + } + } + + +def torch_gc(): + try: + import torch + if torch.cuda.is_available(): + # with torch.cuda.device(DEVICE): + torch.cuda.empty_cache() + torch.cuda.ipc_collect() + elif torch.backends.mps.is_available(): + try: + from torch.mps import empty_cache + empty_cache() + except Exception as e: + msg = ("如果您使用的是 macOS 建议将 pytorch 版本升级至 2.0.0 或更高版本，" + "以支持及时清理 torch 产生的内存占用。") + logger.error(f'{e.__class__.__name__}: {msg}') + except Exception: + ... + + +def run_async(cor): + ''' + 在同步环境中运行异步代码. + ''' + try: + loop = asyncio.get_event_loop() + except: + loop = asyncio.new_event_loop() + return loop.run_until_complete(cor) + + +def iter_over_async(ait, loop=None): + ''' + 将异步生成器封装成同步生成器. + ''' + ait = ait.__aiter__() + + async def get_next(): + try: + obj = await ait.__anext__() + return False, obj + except StopAsyncIteration: + return True, None + + if loop is None: + try: + loop = asyncio.get_event_loop() + except: + loop = asyncio.new_event_loop() + + while True: + done, obj = loop.run_until_complete(get_next()) + if done: + break + yield obj + + +def MakeFastAPIOffline( + app: FastAPI, + static_dir=Path(__file__).parent / "static", + static_url="/static-offline-docs", + docs_url: Optional[str] = "/docs", + redoc_url: Optional[str] = "/redoc", +) -> None: + """patch the FastAPI obj that doesn't rely on CDN for the documentation page""" + from fastapi import Request + from fastapi.openapi.docs import ( + get_redoc_html, + get_swagger_ui_html, + get_swagger_ui_oauth2_redirect_html, + ) + from fastapi.staticfiles import StaticFiles + from starlette.responses import HTMLResponse + + openapi_url = app.openapi_url + swagger_ui_oauth2_redirect_url = app.swagger_ui_oauth2_redirect_url + + def remove_route(url: str) -> None: + ''' + remove original route from app + ''' + index = None + for i, r in enumerate(app.routes): + if r.path.lower() == url.lower(): + index = i + break + if isinstance(index, int): + app.routes.pop(index) + + # Set up static file mount + app.mount( + static_url, + StaticFiles(directory=Path(static_dir).as_posix()), + name="static-offline-docs", + ) + + if docs_url is not None: + remove_route(docs_url) + remove_route(swagger_ui_oauth2_redirect_url) + + # Define the doc and redoc pages, pointing at the right files + @app.get(docs_url, include_in_schema=False) + async def custom_swagger_ui_html(request: Request) -> HTMLResponse: + root = request.scope.get("root_path") + favicon = f"{root}{static_url}/favicon.png" + return get_swagger_ui_html( + openapi_url=f"{root}{openapi_url}", + title=app.title + " - Swagger UI", + oauth2_redirect_url=swagger_ui_oauth2_redirect_url, + swagger_js_url=f"{root}{static_url}/swagger-ui-bundle.js", + swagger_css_url=f"{root}{static_url}/swagger-ui.css", + swagger_favicon_url=favicon, + ) + + @app.get(swagger_ui_oauth2_redirect_url, include_in_schema=False) + async def swagger_ui_redirect() -> HTMLResponse: + return get_swagger_ui_oauth2_redirect_html() + + if redoc_url is not None: + remove_route(redoc_url) + + @app.get(redoc_url, include_in_schema=False) + async def redoc_html(request: Request) -> HTMLResponse: + root = request.scope.get("root_path") + favicon = f"{root}{static_url}/favicon.png" + + return get_redoc_html( + openapi_url=f"{root}{openapi_url}", + title=app.title + " - ReDoc", + redoc_js_url=f"{root}{static_url}/redoc.standalone.js", + with_google_fonts=False, + redoc_favicon_url=favicon, + ) + + +# 从model_config中获取模型信息 +def list_embed_models() -> List[str]: + ''' + get names of configured embedding models + ''' + config = [i for i in MODEL_PATH["embed_model"] if MODEL_PATH["embed_model"][i]] + local = get_local_embed_paths() + return list(set(config + list(local))) + + +def list_embed_paths() -> List[str]: + return list(set((MODEL_PATH["embed_model"].values()))) + + +def get_local_embed_paths() -> Dict: + model_path = os.path.join(pathlib.Path.home(), '.cache', 'torch', 'sentence_transformers') + model_list = os.listdir(model_path) + model_dict = {} + for i in model_list: + key = "_".join(i.split('_')[1:]) + by = i.split('_')[0] + model_dict[key] = f"{by}/{key}" + return model_dict + + +def list_local_embed_models() -> List[str]: + model_path = os.path.join(pathlib.Path.home(), '.cache', 'torch', 'sentence_transformers') + if os.path.exists(model_path): + model_list = os.listdir(model_path) + model_list = ["_".join(i.split('_')[1:]) for i in model_list] + return model_list + else: + return [] + + +def get_model_worker_config(model_name: str = None) -> dict: + ''' + 加载model worker的配置项。 + 优先级:FSCHAT_MODEL_WORKERS[model_name] > ONLINE_LLM_MODEL[model_name] > FSCHAT_MODEL_WORKERS["default"] + ''' + from configs.model_config import ONLINE_EMBEDDING_MAPPINGS, MODEL_PATH + + config = {} + config.update(ONLINE_EMBEDDING_MAPPINGS.get(model_name, {}).copy()) + + # 本地模型 + if model_name in MODEL_PATH["llm_model"]: + path = get_model_path(model_name) + config["model_path"] = path + if path and os.path.isdir(path): + config["model_path_exists"] = True + config["device"] = llm_device(config.get("device")) + return config + + +def get_model_path(model_name: str, type: str = None) -> Optional[str]: + if type in MODEL_PATH: + paths = MODEL_PATH[type] + else: + paths = {} + for v in MODEL_PATH.values(): + paths.update(v) + + if path_str := paths.get(model_name): # 以 "chatglm-6b": "THUDM/chatglm-6b-new" 为例，以下都是支持的路径 + path = Path(path_str) + if path.is_dir(): # 任意绝对路径 + return str(path) + + root_path = Path(MODEL_ROOT_PATH) + if root_path.is_dir(): + path = root_path / model_name + if path.is_dir(): # use key, {MODEL_ROOT_PATH}/chatglm-6b + return str(path) + path = root_path / path_str + if path.is_dir(): # use value, {MODEL_ROOT_PATH}/THUDM/chatglm-6b-new + return str(path) + path = root_path / path_str.split("/")[-1] + if path.is_dir(): # use value split by "/", {MODEL_ROOT_PATH}/chatglm-6b-new + return str(path) + return path_str # THUDM/chatglm06b + else: + return get_local_embed_paths().get(model_name) + + +def get_prompt_template(type: str, name: str) -> Optional[str]: + ''' + 从prompt_config中加载模板内容 + type: "llm_chat","agent_chat","knowledge_base_chat","search_engine_chat"的其中一种，如果有新功能，应该进行加入。 + ''' + + from common.configs import prompt_config + import importlib + importlib.reload(prompt_config) + return prompt_config.PROMPT_TEMPLATES[type].get(name) + + +def detect_device() -> Literal["cuda", "mps", "cpu"]: + try: + import torch + if torch.cuda.is_available(): + return "cuda" + if torch.backends.mps.is_available(): + return "mps" + except: + pass + return "cpu" + + +def llm_device(device: str = None) -> Literal["cuda", "mps", "cpu"]: + device = device or LLM_DEVICE + if device not in ["cuda", "mps", "cpu"]: + device = detect_device() + return device + + +def embedding_device(device: str = None) -> Literal["cuda", "mps", "cpu"]: + device = device or EMBEDDING_DEVICE + if device not in ["cuda", "mps", "cpu"]: + device = detect_device() + return device + + +def run_in_thread_pool( + func: Callable, + params: List[Dict] = [], +) -> Generator: + ''' + 在线程池中批量运行任务，并将运行结果以生成器的形式返回。 + 请确保任务中的所有操作是线程安全的，任务函数请全部使用关键字参数。 + ''' + tasks = [] + with ThreadPoolExecutor() as pool: + for kwargs in params: + thread = pool.submit(func, **kwargs) + tasks.append(thread) + + for obj in as_completed(tasks): + yield obj.result() + + +def load_local_embeddings(model: str = None, device: str = embedding_device()): + ''' + 从缓存中加载embeddings，可以避免多线程时竞争加载。 + ''' + from common.knowledge_base.kb_cache.base import embeddings_pool + from common.configs import EMBEDDING_MODEL + + model = model or EMBEDDING_MODEL + return embeddings_pool.load_embeddings(model=model, device=device) + + +def get_temp_dir(id: str = None) -> Tuple[str, str]: + ''' + 创建一个临时目录，返回（路径，文件夹名称） + ''' + BASE_TEMP_DIR = "/tmp" + import tempfile + + if id is not None: # 如果指定的临时目录已存在，直接返回 + path = os.path.join(BASE_TEMP_DIR, id) + if os.path.isdir(path): + return path, id + + path = tempfile.mkdtemp(dir=BASE_TEMP_DIR) + return path, os.path.basename(path) + + +if __name__ == '__main__': + pass diff --git a/config.py b/config.py index 44788bc76..73f9696bb 100644 --- a/config.py +++ b/config.py @@ -1,3 +1,7 @@ +import os +from typing import List +from pydantic import BaseModel + """ 以下所有配置也都支持利用环境变量覆写，环境变量配置格式见docker-compose.yml。 读取优先级：环境变量 > config_private.py > config.py @@ -8,8 +12,7 @@ """ # [step 1]>> API_KEY = "sk-123456789xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx123456789"。极少数情况下，还需要填写组织（格式如org-123456789abcdefghijklmno的），请向下翻，找 API_ORG 设置项 -API_KEY = "此处填API密钥" # 可同时填写多个API-KEY，用英文逗号分割，例如API_KEY = "sk-openaikey1,sk-openaikey2,fkxxxx-api2dkey3,azure-apikey4" - +API_KEY = "此处填API密钥" # 可同时填写多个API-KEY，用英文逗号分割，例如API_KEY = "sk-openaikey1,sk-openaikey2,fkxxxx-api2dkey3,azure-apikey4" # [step 2]>> 改为True应用代理，如果直接在海外服务器部署，此处不修改；如果使用本地或无地域限制的大模型时，此处也不需要修改 USE_PROXY = False @@ -24,7 +27,7 @@ """ proxies = { # [协议]:// [地址] :[端口] - "http": "socks5h://localhost:11284", # 再例如 "http": "http://127.0.0.1:7890", + "http": "socks5h://localhost:11284", # 再例如 "http": "http://127.0.0.1:7890", "https": "socks5h://localhost:11284", # 再例如 "https": "http://127.0.0.1:7890", } else: @@ -54,7 +57,8 @@ # 使用"one-api-*"前缀直接使用非标准方式接入的模型，例如 # AVAIL_LLM_MODELS = ["one-api-claude-3-sonnet-20240229(max_token=100000)"] # --- --- --- --- - +# GPTS默认分类，为空则默认使用系统推荐 +GPTS_DEFAULT_CLASSIFICATION = [] # --------------- 以下配置可以优化体验 --------------- @@ -63,224 +67,277 @@ # 举例: API_URL_REDIRECT = {"https://api.openai.com/v1/chat/completions": "https://reverse-proxy-url/v1/chat/completions"} API_URL_REDIRECT = {} - # 多线程函数插件中，默认允许多少路线程同时访问OpenAI。Free trial users的限制是每分钟3次，Pay-as-you-go users的限制是每分钟3500次 # 一言以蔽之：免费（5刀）用户填3，OpenAI绑了信用卡的用户可以填 16 或者更高。提高限制请查询：https://platform.openai.com/docs/guides/rate-limits/overview DEFAULT_WORKER_NUM = 3 - +# prompt 的开放选项, +preset_prompt = {'key': ['所有', '个人'], 'value': '所有'} +# 默认llms调优参数，尽量不要改变顺序, 顺序要和llms_cookies_combo一致 +LLM_DEFAULT_PARAMETER = { + 'top_p': 1.0, 'temperature': 1.0, 'n_choices': 1, 'stop': '', + 'presence_penalty': 2.0, 'frequency_penalty': 0, 'user_identifier': "", + "response_format": 'text', + 'max_context': 2000, 'max_generation': 4096, 'logit_bias': "", + 'system_prompt': '', +} +# 支持的response_format类型 +# https://platform.openai.com/docs/api-reference/audio/createTranscription#audio-createtranscription-response_format +RESPONSE_FORMAT = ['text', 'json_object'] + +# LaTeX 公式渲染策略，可选"default", "strict", "all"或者"disabled" +latex_option = ['all', 'strict', 'default', 'disabled'] # 色彩主题, 可选 ["Default", "Chuanhu-Small-and-Beautiful", "High-Contrast"] # 更多主题, 请查阅Gradio主题商店: https://huggingface.co/spaces/gradio/theme-gallery 可选 ["Gstaff/Xkcd", "NoCrypt/Miku", ...] THEME = "Default" -AVAIL_THEMES = ["Default", "Chuanhu-Small-and-Beautiful", "High-Contrast", "Gstaff/Xkcd", "NoCrypt/Miku"] - +AVAIL_THEMES = ["Chuanhu-Plus", "High-Contrast", "Gstaff/Xkcd", "NoCrypt/Miku"] # 默认的系统提示词（system prompt） INIT_SYS_PROMPT = "Serve me as a writing and programming assistant." - # 对话窗的高度 （仅在LAYOUT="TOP-DOWN"时生效） CHATBOT_HEIGHT = 1115 - # 代码高亮 CODE_HIGHLIGHT = True - # 窗口布局 -LAYOUT = "LEFT-RIGHT" # "LEFT-RIGHT"（左右布局） # "TOP-DOWN"（上下布局） - +LAYOUT = "LEFT-RIGHT" # "LEFT-RIGHT"（左右布局） # "TOP-DOWN"（上下布局） # 暗色模式 / 亮色模式 DARK_MODE = True - # 发送请求到OpenAI后，等待多久判定为超时 TIMEOUT_SECONDS = 30 - # 网页的端口, -1代表随机端口 WEB_PORT = -1 - # 如果OpenAI不响应（网络卡顿、代理失败、KEY失效），重试的次数限制 MAX_RETRY = 2 - # 插件分类默认选项 -DEFAULT_FN_GROUPS = ['对话', '编程', '学术', '智能体'] +DEFAULT_FN_GROUPS = ['云文档', '飞书项目'] +# 写入Excel文件是否合并单元格 +merge_cell = False # 定义界面上“询问多个GPT模型”插件应该使用哪些模型，请从AVAIL_LLM_MODELS中选择，并在不同模型之间用`&`间隔，例如"gpt-3.5-turbo&chatglm3&azure-gpt-4" MULTI_QUERY_LLM_MODELS = "gpt-3.5-turbo&chatglm3" - # 选择本地模型变体（只有当AVAIL_LLM_MODELS包含了对应本地模型时，才会起作用） # 如果你选择Qwen系列的模型，那么请在下面的QWEN_MODEL_SELECTION中指定具体的模型 # 也可以是具体的模型路径 QWEN_LOCAL_MODEL_SELECTION = "Qwen/Qwen-1_8B-Chat-Int8" - # 接入通义千问在线大模型 https://dashscope.console.aliyun.com/ -DASHSCOPE_API_KEY = "" # 阿里灵积云API_KEY - +DASHSCOPE_API_KEY = "" # 阿里灵积云API_KEY # 百度千帆（LLM_MODEL="qianfan"） BAIDU_CLOUD_API_KEY = '' BAIDU_CLOUD_SECRET_KEY = '' -BAIDU_CLOUD_QIANFAN_MODEL = 'ERNIE-Bot' # 可选 "ERNIE-Bot-4"(文心大模型4.0), "ERNIE-Bot"(文心一言), "ERNIE-Bot-turbo", "BLOOMZ-7B", "Llama-2-70B-Chat", "Llama-2-13B-Chat", "Llama-2-7B-Chat" - +BAIDU_CLOUD_QIANFAN_MODEL = 'ERNIE-Bot' # 可选 "ERNIE-Bot-4"(文心大模型4.0), "ERNIE-Bot"(文心一言), "ERNIE-Bot-turbo", "BLOOMZ-7B", "Llama-2-70B-Chat", "Llama-2-13B-Chat", "Llama-2-7B-Chat" # 如果使用ChatGLM2微调模型，请把 LLM_MODEL="chatglmft"，并在此处指定模型路径 -CHATGLM_PTUNING_CHECKPOINT = "" # 例如"/home/hmp/ChatGLM2-6B/ptuning/output/6b-pt-128-1e-2/checkpoint-100" - +CHATGLM_PTUNING_CHECKPOINT = "" # 例如"/home/hmp/ChatGLM2-6B/ptuning/output/6b-pt-128-1e-2/checkpoint-100" # 本地LLM模型如ChatGLM的执行方式 CPU/GPU -LOCAL_MODEL_DEVICE = "cpu" # 可选 "cuda" -LOCAL_MODEL_QUANT = "FP16" # 默认 "FP16" "INT4" 启用量化INT4版本 "INT8" 启用量化INT8版本 - +LOCAL_MODEL_DEVICE = "cpu" # 可选 "cuda" +LOCAL_MODEL_QUANT = "FP16" # 默认 "FP16" "INT4" 启用量化INT4版本 "INT8" 启用量化INT8版本 # 设置gradio的并行线程数（不需要修改） CONCURRENT_COUNT = 100 - # 是否在提交时自动清空输入框 AUTO_CLEAR_TXT = False - # 加一个live2d装饰 ADD_WAIFU = False - # 设置用户名和密码（不需要修改）（相关功能不稳定，与gradio版本和网络都相关，如果本地使用不建议加这个） # [("username", "password"), ("username2", "password2"), ...] AUTHENTICATION = [] # 如果需要在二级路径下运行（常规情况下，不要修改!!） -# （举例 CUSTOM_PATH = "/gpt_academic"，可以让软件运行在 http://ip:port/gpt_academic/ 下。） +# （举例 CUSTOM_PATH = "/gpt_academic/"，可以让软件运行在 http://ip:port/gpt_academic/ 下。） CUSTOM_PATH = "/" - # HTTPS 秘钥和证书（不需要修改） SSL_KEYFILE = "" SSL_CERTFILE = "" - # 极少数情况下，openai的官方KEY需要伴随组织编码（格式如org-xxxxxxxxxxxxxxxxxxxxxxxx）使用 API_ORG = "" - # 如果需要使用Slack Claude，使用教程详情见 request_llms/README.md SLACK_CLAUDE_BOT_ID = '' SLACK_CLAUDE_USER_TOKEN = '' - # 如果需要使用AZURE（方法一：单个azure模型部署）详情请见额外文档 docs\use_azure.md AZURE_ENDPOINT = "https://你亲手写的api名称.openai.azure.com/" -AZURE_API_KEY = "填入azure openai api的密钥" # 建议直接在API_KEY处填写，该选项即将被弃用 -AZURE_ENGINE = "填入你亲手写的部署名" # 读 docs\use_azure.md +AZURE_URL_VERSION = 'openai/deployments/{v}/chat/completions?api-version=2023-05-15' # {v}作为占位符 +AZURE_ENGINE_DICT = { + 'gpt-35-16k': 1024 * 16, + 'gpt-4-32k': 1024 * 32, + 'gpt-4': 1024 * 8 +} # 读 docs\use_azure.md key是你的部署名，value请自行计算模型各自最大Token数，如3.5 = 4096 = 1024 * 4即可 # 如果需要使用AZURE（方法二：多个azure模型部署+动态切换）详情请见额外文档 docs\use_azure.md AZURE_CFG_ARRAY = {} - # 阿里云实时语音识别 配置难度较高 # 参考 https://github.com/binary-husky/gpt_academic/blob/master/docs/use_audio.md ENABLE_AUDIO = False -ALIYUN_TOKEN="" # 例如 f37f30e0f9934c34a992f6f64f7eba4f -ALIYUN_APPKEY="" # 例如 RoPlZrM88DnAFkZK -ALIYUN_ACCESSKEY="" # （无需填写） -ALIYUN_SECRET="" # （无需填写） - +ALIYUN_TOKEN = "" # 例如 f37f30e0f9934c34a992f6f64f7eba4f +ALIYUN_APPKEY = "" # 例如 RoPlZrM88DnAFkZK +ALIYUN_ACCESSKEY = "" # （无需填写） +ALIYUN_SECRET = "" # （无需填写） # 接入讯飞星火大模型 https://console.xfyun.cn/services/iat XFYUN_APPID = "00000000" XFYUN_API_SECRET = "bbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbb" XFYUN_API_KEY = "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa" - # 接入智谱大模型 ZHIPUAI_API_KEY = "" -ZHIPUAI_MODEL = "" # 此选项已废弃，不再需要填写 - +ZHIPUAI_MODEL = "" # 此选项已废弃，不再需要填写 +# Claude API 请求地址 +ANTHROPIC_ENDPOINT_API = 'https://api.anthropic.com/v1/messages' # Claude API KEY ANTHROPIC_API_KEY = "" - +# Claude API 重定向 OPENAI OR ONE API +ANTHROPIC_API_URL_REDIRECT = True # 月之暗面 API KEY MOONSHOT_API_KEY = "" +# DeepSeek 深度求索 +DEEPSEEK_API_KEY = '' # 零一万物(Yi Model) API KEY YIMODEL_API_KEY = "" - # Mathpix 拥有执行PDF的OCR功能，但是需要注册账号 MATHPIX_APPID = "" MATHPIX_APPKEY = "" - # Mathpix 拥有执行PDF的OCR功能，但是需要注册账号 DOC2X_API_KEY = "" - # 自定义API KEY格式 CUSTOM_API_KEY_PATTERN = "" - # Google Gemini API-Key GEMINI_API_KEY = '' - # HUGGINGFACE的TOKEN，下载LLAMA时起作用 https://huggingface.co/docs/hub/security-tokens HUGGINGFACE_ACCESS_TOKEN = "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" - # GROBID服务器地址（填写多个可以均衡负载），用于高质量地读取PDF文档 # 获取方法：复制以下空间https://huggingface.co/spaces/qingxu98/grobid，设为public，然后GROBID_URL = "https://(你的hf用户名如qingxu98)-(你的填写的空间名如grobid).hf.space" GROBID_URLS = [ - "https://qingxu98-grobid.hf.space","https://qingxu98-grobid2.hf.space","https://qingxu98-grobid3.hf.space", - "https://qingxu98-grobid4.hf.space","https://qingxu98-grobid5.hf.space", "https://qingxu98-grobid6.hf.space", + "https://qingxu98-grobid.hf.space", "https://qingxu98-grobid2.hf.space", "https://qingxu98-grobid3.hf.space", + "https://qingxu98-grobid4.hf.space", "https://qingxu98-grobid5.hf.space", "https://qingxu98-grobid6.hf.space", "https://qingxu98-grobid7.hf.space", "https://qingxu98-grobid8.hf.space", ] - # 是否允许通过自然语言描述修改本页的配置，该功能具有一定的危险性，默认关闭 ALLOW_RESET_CONFIG = False - # 在使用AutoGen插件时，是否使用Docker容器运行代码 AUTOGEN_USE_DOCKER = False - # 临时的上传文件夹位置，请勿修改 PATH_PRIVATE_UPLOAD = "private_upload" - # 日志文件夹的位置，请勿修改 PATH_LOGGING = "gpt_log" - # 除了连接OpenAI之外，还有哪些场合允许使用代理，请勿修改 WHEN_TO_USE_PROXY = ["Download_LLM", "Download_Gradio_Theme", "Connect_Grobid", "Warmup_Modules", "Nougat_Download", "AutoGen"] +# 金山云文档HOST +WPS_BASE_HOST = 'www.kdocs.cn' +# 用以支持金山云文档的cookies +WPS_COOKIES = {} + +# qq云文档host +QQ_BASE_HOST = 'docs.qq.com' +# 用以支持QQ云文档的cookies +QQ_COOKIES = {} + +# 飞书云文档host +FEISHU_BASE_HOST = 'xxx.feishu.cn' +# 用以支持飞书云文档的请求头+cookies，飞书需要保持cookies与请求头的CORS一致，所以请求头需要带上Cookie一起 +FEISHU_HEADER_COOKIE = {} + +# TODO 飞书项目的各种配置 +# 飞书项目的请求头，带Cookie那种 +PROJECT_FEISHU_HEADER = {} +# 飞书项目 host +PROJECT_BASE_HOST = 'project.feishu.cn' +# 飞书项目 user-key +PROJECT_USER_KEY = '' + + +class WorkItems(BaseModel): + """ + 目前飞书项目支持的工作项类型 + 属性名称不能更改，属性value按照项目中的名称填写 + """ + # 工作项名称，不同项目可能存在不同的工作项名称，以下是枚举值，获取的到才会显示 + story_name: List = ['需求', 'APP研发需求'] + issue_name: List = ['缺陷BUG'] + case_name: List = ['测试用例'] + + # 关联对象名称，用于查找需求相关的所有关联项 + issue_item_name: List = ['缺陷相关需求'] + case_item_name: List = ['归属需求'] + + +# 飞书项目【需求】展示信息的反向映射列表，填入中文名称，自动查找对应的id +STORY_REVERSE_MAPPING = ['需求名称', '需求文档', '需求描述', '需求状态', '需求描述', '期望上线日期', '技术方案说明', + '冒烟次数', '测试计划', '测试报告'] +# 飞书项目【获取首页/个人需求】展示信息的反向映射列表，填入中文名称，自动查找对应的id +STORY_LIST_REVERSE_MAPPING = ['需求名称', '需求文档', '需求描述', '需求状态', '期望上线日期', '技术方案说明'] +# 飞书项目【获取首页/个人需求】除了开始时间与结束时间，增加时间筛选选项 +STORY_LIST_FILTER_TIME = ['期望上线日期'] +# 飞书项目【缺陷】展示信息的反向映射列表，填入中文名称，自动查找对应的id +ISSUE_REVERSE_MAPPING = ['缺陷名称', '缺陷描述', 'Bug类型', '严重程度', '发现阶段', '缺陷状态', '原因分析'] +# 飞书项目【测试用例】展示信息的反向映射列表，填入中文名称，自动查找对应的id +CASE_REVERSE_MAPPING = ['测试点', '测试用例详情', '归属需求', '标签', '用例分级'] # *实验性功能*: 自动检测并屏蔽失效的KEY，请勿使用 BLOCK_INVALID_APIKEY = False - # 启用插件热加载 PLUGIN_HOT_RELOAD = False - # 自定义按钮的最大数量限制 NUM_CUSTOM_BASIC_BTN = 4 +# TODO: App Setup +APPNAME = "Hello GPT" +avatar_images = (os.path.join('docs/assets/chatbot_avatar/logo.png'), os.path.join( + 'docs/assets/chatbot_avatar/user.png')) # 对话头像 +favicon_path = os.path.join('docs/assets/chatbot_avatar/favicon.png') # 浏览器标签icon +qc_icon_path = os.path.join('docs/assets/chatbot_avatar/logo.png') # 访问二维码 +devs_document = 'https://github.com/Kilig947/Hello-GPT/blob/hello-gpt/README.md' # 个人开发文档 +robot_hook = '' # 机器人报错通知地址 + +# TODO: FASTAPI配置 +cancel_verification = True # 是否接入单点登陆验证，True为不进行单点登陆 +auth_url = '' # 鉴权地址 +auth_cookie_tag = '' # cookies关键字 +auth_func_based = lambda x: x.get('data').get('username') # 登陆成功判断依据 +routing_address = '' # APP域名 +app_reload = False # 拉取代码后应用是否自动重启 +redirect_address = 'https://xxxx/login' """ --------------- 配置关联关系说明 --------------- diff --git a/crazy_functional.py b/crazy_functional.py deleted file mode 100644 index 80160ad95..000000000 --- a/crazy_functional.py +++ /dev/null @@ -1,723 +0,0 @@ -from toolbox import HotReload # HotReload 的意思是热更新，修改函数插件后，不需要重启程序，代码直接生效 -from toolbox import trimmed_format_exc - - -def get_crazy_functions(): - from crazy_functions.读文章写摘要 import 读文章写摘要 - from crazy_functions.生成函数注释 import 批量生成函数注释 - from crazy_functions.解析项目源代码 import 解析项目本身 - from crazy_functions.解析项目源代码 import 解析一个Python项目 - from crazy_functions.解析项目源代码 import 解析一个Matlab项目 - from crazy_functions.解析项目源代码 import 解析一个C项目的头文件 - from crazy_functions.解析项目源代码 import 解析一个C项目 - from crazy_functions.解析项目源代码 import 解析一个Golang项目 - from crazy_functions.解析项目源代码 import 解析一个Rust项目 - from crazy_functions.解析项目源代码 import 解析一个Java项目 - from crazy_functions.解析项目源代码 import 解析一个前端项目 - from crazy_functions.高级功能函数模板 import 高阶功能模板函数 - from crazy_functions.Latex全文润色 import Latex英文润色 - from crazy_functions.询问多个大语言模型 import 同时问询 - from crazy_functions.解析项目源代码 import 解析一个Lua项目 - from crazy_functions.解析项目源代码 import 解析一个CSharp项目 - from crazy_functions.总结word文档 import 总结word文档 - from crazy_functions.解析JupyterNotebook import 解析ipynb文件 - from crazy_functions.对话历史存档 import 对话历史存档 - from crazy_functions.对话历史存档 import 载入对话历史存档 - from crazy_functions.对话历史存档 import 删除所有本地对话历史记录 - from crazy_functions.辅助功能 import 清除缓存 - from crazy_functions.批量Markdown翻译 import Markdown英译中 - from crazy_functions.批量总结PDF文档 import 批量总结PDF文档 - from crazy_functions.PDF批量翻译 import 批量翻译PDF文档 - from crazy_functions.谷歌检索小助手 import 谷歌检索小助手 - from crazy_functions.理解PDF文档内容 import 理解PDF文档内容标准文件输入 - from crazy_functions.Latex全文润色 import Latex中文润色 - from crazy_functions.Latex全文润色 import Latex英文纠错 - from crazy_functions.批量Markdown翻译 import Markdown中译英 - from crazy_functions.虚空终端 import 虚空终端 - from crazy_functions.生成多种Mermaid图表 import 生成多种Mermaid图表 - - function_plugins = { - "虚空终端": { - "Group": "对话|编程|学术|智能体", - "Color": "stop", - "AsButton": True, - "Function": HotReload(虚空终端), - }, - "解析整个Python项目": { - "Group": "编程", - "Color": "stop", - "AsButton": True, - "Info": "解析一个Python项目的所有源文件(.py) | 输入参数为路径", - "Function": HotReload(解析一个Python项目), - }, - "载入对话历史存档（先上传存档或输入路径）": { - "Group": "对话", - "Color": "stop", - "AsButton": False, - "Info": "载入对话历史存档 | 输入参数为路径", - "Function": HotReload(载入对话历史存档), - }, - "删除所有本地对话历史记录（谨慎操作）": { - "Group": "对话", - "AsButton": False, - "Info": "删除所有本地对话历史记录，谨慎操作 | 不需要输入参数", - "Function": HotReload(删除所有本地对话历史记录), - }, - "清除所有缓存文件（谨慎操作）": { - "Group": "对话", - "Color": "stop", - "AsButton": False, # 加入下拉菜单中 - "Info": "清除所有缓存文件，谨慎操作 | 不需要输入参数", - "Function": HotReload(清除缓存), - }, - "生成多种Mermaid图表(从当前对话或路径(.pdf/.md/.docx)中生产图表）": { - "Group": "对话", - "Color": "stop", - "AsButton": False, - "Info" : "基于当前对话或文件生成多种Mermaid图表,图表类型由模型判断", - "Function": HotReload(生成多种Mermaid图表), - "AdvancedArgs": True, - "ArgsReminder": "请输入图类型对应的数字,不输入则为模型自行判断:1-流程图,2-序列图,3-类图,4-饼图,5-甘特图,6-状态图,7-实体关系图,8-象限提示图,9-思维导图", - }, - "批量总结Word文档": { - "Group": "学术", - "Color": "stop", - "AsButton": True, - "Info": "批量总结word文档 | 输入参数为路径", - "Function": HotReload(总结word文档), - }, - "解析整个Matlab项目": { - "Group": "编程", - "Color": "stop", - "AsButton": False, - "Info": "解析一个Matlab项目的所有源文件(.m) | 输入参数为路径", - "Function": HotReload(解析一个Matlab项目), - }, - "解析整个C++项目头文件": { - "Group": "编程", - "Color": "stop", - "AsButton": False, # 加入下拉菜单中 - "Info": "解析一个C++项目的所有头文件(.h/.hpp) | 输入参数为路径", - "Function": HotReload(解析一个C项目的头文件), - }, - "解析整个C++项目（.cpp/.hpp/.c/.h）": { - "Group": "编程", - "Color": "stop", - "AsButton": False, # 加入下拉菜单中 - "Info": "解析一个C++项目的所有源文件（.cpp/.hpp/.c/.h）| 输入参数为路径", - "Function": HotReload(解析一个C项目), - }, - "解析整个Go项目": { - "Group": "编程", - "Color": "stop", - "AsButton": False, # 加入下拉菜单中 - "Info": "解析一个Go项目的所有源文件 | 输入参数为路径", - "Function": HotReload(解析一个Golang项目), - }, - "解析整个Rust项目": { - "Group": "编程", - "Color": "stop", - "AsButton": False, # 加入下拉菜单中 - "Info": "解析一个Rust项目的所有源文件 | 输入参数为路径", - "Function": HotReload(解析一个Rust项目), - }, - "解析整个Java项目": { - "Group": "编程", - "Color": "stop", - "AsButton": False, # 加入下拉菜单中 - "Info": "解析一个Java项目的所有源文件 | 输入参数为路径", - "Function": HotReload(解析一个Java项目), - }, - "解析整个前端项目（js,ts,css等）": { - "Group": "编程", - "Color": "stop", - "AsButton": False, # 加入下拉菜单中 - "Info": "解析一个前端项目的所有源文件（js,ts,css等） | 输入参数为路径", - "Function": HotReload(解析一个前端项目), - }, - "解析整个Lua项目": { - "Group": "编程", - "Color": "stop", - "AsButton": False, # 加入下拉菜单中 - "Info": "解析一个Lua项目的所有源文件 | 输入参数为路径", - "Function": HotReload(解析一个Lua项目), - }, - "解析整个CSharp项目": { - "Group": "编程", - "Color": "stop", - "AsButton": False, # 加入下拉菜单中 - "Info": "解析一个CSharp项目的所有源文件 | 输入参数为路径", - "Function": HotReload(解析一个CSharp项目), - }, - "解析Jupyter Notebook文件": { - "Group": "编程", - "Color": "stop", - "AsButton": False, - "Info": "解析Jupyter Notebook文件 | 输入参数为路径", - "Function": HotReload(解析ipynb文件), - "AdvancedArgs": True, # 调用时，唤起高级参数输入区（默认False） - "ArgsReminder": "若输入0，则不解析notebook中的Markdown块", # 高级参数输入区的显示提示 - }, - "读Tex论文写摘要": { - "Group": "学术", - "Color": "stop", - "AsButton": False, - "Info": "读取Tex论文并写摘要 | 输入参数为路径", - "Function": HotReload(读文章写摘要), - }, - "翻译README或MD": { - "Group": "编程", - "Color": "stop", - "AsButton": True, - "Info": "将Markdown翻译为中文 | 输入参数为路径或URL", - "Function": HotReload(Markdown英译中), - }, - "翻译Markdown或README（支持Github链接）": { - "Group": "编程", - "Color": "stop", - "AsButton": False, - "Info": "将Markdown或README翻译为中文 | 输入参数为路径或URL", - "Function": HotReload(Markdown英译中), - }, - "批量生成函数注释": { - "Group": "编程", - "Color": "stop", - "AsButton": False, # 加入下拉菜单中 - "Info": "批量生成函数的注释 | 输入参数为路径", - "Function": HotReload(批量生成函数注释), - }, - "保存当前的对话": { - "Group": "对话", - "AsButton": True, - "Info": "保存当前的对话 | 不需要输入参数", - "Function": HotReload(对话历史存档), - }, - "[多线程Demo]解析此项目本身（源码自译解）": { - "Group": "对话|编程", - "AsButton": False, # 加入下拉菜单中 - "Info": "多线程解析并翻译此项目的源码 | 不需要输入参数", - "Function": HotReload(解析项目本身), - }, - "历史上的今天": { - "Group": "对话", - "AsButton": True, - "Info": "查看历史上的今天事件 (这是一个面向开发者的插件Demo) | 不需要输入参数", - "Function": HotReload(高阶功能模板函数), - }, - "精准翻译PDF论文": { - "Group": "学术", - "Color": "stop", - "AsButton": True, - "Info": "精准翻译PDF论文为中文 | 输入参数为路径", - "Function": HotReload(批量翻译PDF文档), - }, - "询问多个GPT模型": { - "Group": "对话", - "Color": "stop", - "AsButton": True, - "Function": HotReload(同时问询), - }, - "批量总结PDF文档": { - "Group": "学术", - "Color": "stop", - "AsButton": False, # 加入下拉菜单中 - "Info": "批量总结PDF文档的内容 | 输入参数为路径", - "Function": HotReload(批量总结PDF文档), - }, - "谷歌学术检索助手（输入谷歌学术搜索页url）": { - "Group": "学术", - "Color": "stop", - "AsButton": False, # 加入下拉菜单中 - "Info": "使用谷歌学术检索助手搜索指定URL的结果 | 输入参数为谷歌学术搜索页的URL", - "Function": HotReload(谷歌检索小助手), - }, - "理解PDF文档内容 （模仿ChatPDF）": { - "Group": "学术", - "Color": "stop", - "AsButton": False, # 加入下拉菜单中 - "Info": "理解PDF文档的内容并进行回答 | 输入参数为路径", - "Function": HotReload(理解PDF文档内容标准文件输入), - }, - "英文Latex项目全文润色（输入路径或上传压缩包）": { - "Group": "学术", - "Color": "stop", - "AsButton": False, # 加入下拉菜单中 - "Info": "对英文Latex项目全文进行润色处理 | 输入参数为路径或上传压缩包", - "Function": HotReload(Latex英文润色), - }, - - "中文Latex项目全文润色（输入路径或上传压缩包）": { - "Group": "学术", - "Color": "stop", - "AsButton": False, # 加入下拉菜单中 - "Info": "对中文Latex项目全文进行润色处理 | 输入参数为路径或上传压缩包", - "Function": HotReload(Latex中文润色), - }, - # 已经被新插件取代 - # "英文Latex项目全文纠错（输入路径或上传压缩包）": { - # "Group": "学术", - # "Color": "stop", - # "AsButton": False, # 加入下拉菜单中 - # "Info": "对英文Latex项目全文进行纠错处理 | 输入参数为路径或上传压缩包", - # "Function": HotReload(Latex英文纠错), - # }, - # 已经被新插件取代 - # "Latex项目全文中译英（输入路径或上传压缩包）": { - # "Group": "学术", - # "Color": "stop", - # "AsButton": False, # 加入下拉菜单中 - # "Info": "对Latex项目全文进行中译英处理 | 输入参数为路径或上传压缩包", - # "Function": HotReload(Latex中译英) - # }, - # 已经被新插件取代 - # "Latex项目全文英译中（输入路径或上传压缩包）": { - # "Group": "学术", - # "Color": "stop", - # "AsButton": False, # 加入下拉菜单中 - # "Info": "对Latex项目全文进行英译中处理 | 输入参数为路径或上传压缩包", - # "Function": HotReload(Latex英译中) - # }, - "批量Markdown中译英（输入路径或上传压缩包）": { - "Group": "编程", - "Color": "stop", - "AsButton": False, # 加入下拉菜单中 - "Info": "批量将Markdown文件中文翻译为英文 | 输入参数为路径或上传压缩包", - "Function": HotReload(Markdown中译英), - }, - } - - # -=--=- 尚未充分测试的实验性插件 & 需要额外依赖的插件 -=--=- - try: - from crazy_functions.下载arxiv论文翻译摘要 import 下载arxiv论文并翻译摘要 - - function_plugins.update( - { - "一键下载arxiv论文并翻译摘要（先在input输入编号，如1812.10695）": { - "Group": "学术", - "Color": "stop", - "AsButton": False, # 加入下拉菜单中 - # "Info": "下载arxiv论文并翻译摘要 | 输入参数为arxiv编号如1812.10695", - "Function": HotReload(下载arxiv论文并翻译摘要), - } - } - ) - except: - print(trimmed_format_exc()) - print("Load function plugin failed") - - try: - from crazy_functions.联网的ChatGPT import 连接网络回答问题 - - function_plugins.update( - { - "连接网络回答问题（输入问题后点击该插件，需要访问谷歌）": { - "Group": "对话", - "Color": "stop", - "AsButton": False, # 加入下拉菜单中 - # "Info": "连接网络回答问题（需要访问谷歌）| 输入参数是一个问题", - "Function": HotReload(连接网络回答问题), - } - } - ) - from crazy_functions.联网的ChatGPT_bing版 import 连接bing搜索回答问题 - - function_plugins.update( - { - "连接网络回答问题（中文Bing版，输入问题后点击该插件）": { - "Group": "对话", - "Color": "stop", - "AsButton": False, # 加入下拉菜单中 - "Info": "连接网络回答问题（需要访问中文Bing）| 输入参数是一个问题", - "Function": HotReload(连接bing搜索回答问题), - } - } - ) - except: - print(trimmed_format_exc()) - print("Load function plugin failed") - - try: - from crazy_functions.解析项目源代码 import 解析任意code项目 - - function_plugins.update( - { - "解析项目源代码（手动指定和筛选源代码文件类型）": { - "Group": "编程", - "Color": "stop", - "AsButton": False, - "AdvancedArgs": True, # 调用时，唤起高级参数输入区（默认False） - "ArgsReminder": '输入时用逗号隔开, *代表通配符, 加了^代表不匹配; 不输入代表全部匹配。例如: "*.c, ^*.cpp, config.toml, ^*.toml"', # 高级参数输入区的显示提示 - "Function": HotReload(解析任意code项目), - }, - } - ) - except: - print(trimmed_format_exc()) - print("Load function plugin failed") - - try: - from crazy_functions.询问多个大语言模型 import 同时问询_指定模型 - - function_plugins.update( - { - "询问多个GPT模型（手动指定询问哪些模型）": { - "Group": "对话", - "Color": "stop", - "AsButton": False, - "AdvancedArgs": True, # 调用时，唤起高级参数输入区（默认False） - "ArgsReminder": "支持任意数量的llm接口，用&符号分隔。例如chatglm&gpt-3.5-turbo&gpt-4", # 高级参数输入区的显示提示 - "Function": HotReload(同时问询_指定模型), - }, - } - ) - except: - print(trimmed_format_exc()) - print("Load function plugin failed") - - try: - from crazy_functions.图片生成 import 图片生成_DALLE2, 图片生成_DALLE3, 图片修改_DALLE2 - - function_plugins.update( - { - "图片生成_DALLE2 （先切换模型到gpt-*）": { - "Group": "对话", - "Color": "stop", - "AsButton": False, - "AdvancedArgs": True, # 调用时，唤起高级参数输入区（默认False） - "ArgsReminder": "在这里输入分辨率, 如1024x1024（默认），支持 256x256, 512x512, 1024x1024", # 高级参数输入区的显示提示 - "Info": "使用DALLE2生成图片 | 输入参数字符串，提供图像的内容", - "Function": HotReload(图片生成_DALLE2), - }, - } - ) - function_plugins.update( - { - "图片生成_DALLE3 （先切换模型到gpt-*）": { - "Group": "对话", - "Color": "stop", - "AsButton": False, - "AdvancedArgs": True, # 调用时，唤起高级参数输入区（默认False） - "ArgsReminder": "在这里输入自定义参数「分辨率-质量(可选)-风格(可选)」, 参数示例「1024x1024-hd-vivid」 || 分辨率支持 「1024x1024」(默认) /「1792x1024」/「1024x1792」 || 质量支持 「-standard」(默认) /「-hd」 || 风格支持 「-vivid」(默认) /「-natural」", # 高级参数输入区的显示提示 - "Info": "使用DALLE3生成图片 | 输入参数字符串，提供图像的内容", - "Function": HotReload(图片生成_DALLE3), - }, - } - ) - function_plugins.update( - { - "图片修改_DALLE2 （先切换模型到gpt-*）": { - "Group": "对话", - "Color": "stop", - "AsButton": False, - "AdvancedArgs": False, # 调用时，唤起高级参数输入区（默认False） - # "Info": "使用DALLE2修改图片 | 输入参数字符串，提供图像的内容", - "Function": HotReload(图片修改_DALLE2), - }, - } - ) - except: - print(trimmed_format_exc()) - print("Load function plugin failed") - - try: - from crazy_functions.总结音视频 import 总结音视频 - - function_plugins.update( - { - "批量总结音视频（输入路径或上传压缩包）": { - "Group": "对话", - "Color": "stop", - "AsButton": False, - "AdvancedArgs": True, - "ArgsReminder": "调用openai api 使用whisper-1模型, 目前支持的格式:mp4, m4a, wav, mpga, mpeg, mp3。此处可以输入解析提示，例如：解析为简体中文（默认）。", - "Info": "批量总结音频或视频 | 输入参数为路径", - "Function": HotReload(总结音视频), - } - } - ) - except: - print(trimmed_format_exc()) - print("Load function plugin failed") - - try: - from crazy_functions.数学动画生成manim import 动画生成 - - function_plugins.update( - { - "数学动画生成（Manim）": { - "Group": "对话", - "Color": "stop", - "AsButton": False, - "Info": "按照自然语言描述生成一个动画 | 输入参数是一段话", - "Function": HotReload(动画生成), - } - } - ) - except: - print(trimmed_format_exc()) - print("Load function plugin failed") - - try: - from crazy_functions.批量Markdown翻译 import Markdown翻译指定语言 - - function_plugins.update( - { - "Markdown翻译（指定翻译成何种语言）": { - "Group": "编程", - "Color": "stop", - "AsButton": False, - "AdvancedArgs": True, - "ArgsReminder": "请输入要翻译成哪种语言，默认为Chinese。", - "Function": HotReload(Markdown翻译指定语言), - } - } - ) - except: - print(trimmed_format_exc()) - print("Load function plugin failed") - - try: - from crazy_functions.知识库问答 import 知识库文件注入 - - function_plugins.update( - { - "构建知识库（先上传文件素材,再运行此插件）": { - "Group": "对话", - "Color": "stop", - "AsButton": False, - "AdvancedArgs": True, - "ArgsReminder": "此处待注入的知识库名称id, 默认为default。文件进入知识库后可长期保存。可以通过再次调用本插件的方式，向知识库追加更多文档。", - "Function": HotReload(知识库文件注入), - } - } - ) - except: - print(trimmed_format_exc()) - print("Load function plugin failed") - - try: - from crazy_functions.知识库问答 import 读取知识库作答 - - function_plugins.update( - { - "知识库文件注入（构建知识库后,再运行此插件）": { - "Group": "对话", - "Color": "stop", - "AsButton": False, - "AdvancedArgs": True, - "ArgsReminder": "待提取的知识库名称id, 默认为default, 您需要构建知识库后再运行此插件。", - "Function": HotReload(读取知识库作答), - } - } - ) - except: - print(trimmed_format_exc()) - print("Load function plugin failed") - - try: - from crazy_functions.交互功能函数模板 import 交互功能模板函数 - - function_plugins.update( - { - "交互功能模板Demo函数（查找wallhaven.cc的壁纸）": { - "Group": "对话", - "Color": "stop", - "AsButton": False, - "Function": HotReload(交互功能模板函数), - } - } - ) - except: - print(trimmed_format_exc()) - print("Load function plugin failed") - - try: - from crazy_functions.Latex输出PDF import Latex英文纠错加PDF对比 - from crazy_functions.Latex输出PDF import Latex翻译中文并重新编译PDF - from crazy_functions.Latex输出PDF import PDF翻译中文并重新编译PDF - - function_plugins.update( - { - "Latex英文纠错+高亮修正位置 [需Latex]": { - "Group": "学术", - "Color": "stop", - "AsButton": False, - "AdvancedArgs": True, - "ArgsReminder": "如果有必要, 请在此处追加更细致的矫错指令（使用英文）。", - "Function": HotReload(Latex英文纠错加PDF对比), - }, - "Arxiv论文精细翻译（输入arxivID）[需Latex]": { - "Group": "学术", - "Color": "stop", - "AsButton": False, - "AdvancedArgs": True, - "ArgsReminder": r"如果有必要, 请在此处给出自定义翻译命令, 解决部分词汇翻译不准确的问题。 " - r"例如当单词'agent'翻译不准确时, 请尝试把以下指令复制到高级参数区: " - r'If the term "agent" is used in this section, it should be translated to "智能体". ', - "Info": "Arixv论文精细翻译 | 输入参数arxiv论文的ID，比如1812.10695", - "Function": HotReload(Latex翻译中文并重新编译PDF), - }, - "本地Latex论文精细翻译（上传Latex项目）[需Latex]": { - "Group": "学术", - "Color": "stop", - "AsButton": False, - "AdvancedArgs": True, - "ArgsReminder": r"如果有必要, 请在此处给出自定义翻译命令, 解决部分词汇翻译不准确的问题。 " - r"例如当单词'agent'翻译不准确时, 请尝试把以下指令复制到高级参数区: " - r'If the term "agent" is used in this section, it should be translated to "智能体". ', - "Info": "本地Latex论文精细翻译 | 输入参数是路径", - "Function": HotReload(Latex翻译中文并重新编译PDF), - }, - "PDF翻译中文并重新编译PDF（上传PDF）[需Latex]": { - "Group": "学术", - "Color": "stop", - "AsButton": False, - "AdvancedArgs": True, - "ArgsReminder": r"如果有必要, 请在此处给出自定义翻译命令, 解决部分词汇翻译不准确的问题。 " - r"例如当单词'agent'翻译不准确时, 请尝试把以下指令复制到高级参数区: " - r'If the term "agent" is used in this section, it should be translated to "智能体". ', - "Info": "PDF翻译中文，并重新编译PDF | 输入参数为路径", - "Function": HotReload(PDF翻译中文并重新编译PDF) - } - } - ) - except: - print(trimmed_format_exc()) - print("Load function plugin failed") - - try: - from toolbox import get_conf - - ENABLE_AUDIO = get_conf("ENABLE_AUDIO") - if ENABLE_AUDIO: - from crazy_functions.语音助手 import 语音助手 - - function_plugins.update( - { - "实时语音对话": { - "Group": "对话", - "Color": "stop", - "AsButton": True, - "Info": "这是一个时刻聆听着的语音对话助手 | 没有输入参数", - "Function": HotReload(语音助手), - } - } - ) - except: - print(trimmed_format_exc()) - print("Load function plugin failed") - - try: - from crazy_functions.批量翻译PDF文档_NOUGAT import 批量翻译PDF文档 - - function_plugins.update( - { - "精准翻译PDF文档（NOUGAT）": { - "Group": "学术", - "Color": "stop", - "AsButton": False, - "Function": HotReload(批量翻译PDF文档), - } - } - ) - except: - print(trimmed_format_exc()) - print("Load function plugin failed") - - try: - from crazy_functions.函数动态生成 import 函数动态生成 - - function_plugins.update( - { - "动态代码解释器（CodeInterpreter）": { - "Group": "智能体", - "Color": "stop", - "AsButton": False, - "Function": HotReload(函数动态生成), - } - } - ) - except: - print(trimmed_format_exc()) - print("Load function plugin failed") - - try: - from crazy_functions.多智能体 import 多智能体终端 - - function_plugins.update( - { - "AutoGen多智能体终端（仅供测试）": { - "Group": "智能体", - "Color": "stop", - "AsButton": False, - "Function": HotReload(多智能体终端), - } - } - ) - except: - print(trimmed_format_exc()) - print("Load function plugin failed") - - try: - from crazy_functions.互动小游戏 import 随机小游戏 - - function_plugins.update( - { - "随机互动小游戏（仅供测试）": { - "Group": "智能体", - "Color": "stop", - "AsButton": False, - "Function": HotReload(随机小游戏), - } - } - ) - except: - print(trimmed_format_exc()) - print("Load function plugin failed") - - # try: - # from crazy_functions.高级功能函数模板 import 测试图表渲染 - # function_plugins.update({ - # "绘制逻辑关系（测试图表渲染）": { - # "Group": "智能体", - # "Color": "stop", - # "AsButton": True, - # "Function": HotReload(测试图表渲染) - # } - # }) - # except: - # print(trimmed_format_exc()) - # print('Load function plugin failed') - - # try: - # from crazy_functions.chatglm微调工具 import 微调数据集生成 - # function_plugins.update({ - # "黑盒模型学习: 微调数据集生成 (先上传数据集)": { - # "Color": "stop", - # "AsButton": False, - # "AdvancedArgs": True, - # "ArgsReminder": "针对数据集输入（如 绿帽子*深蓝色衬衫*黑色运动裤）给出指令，例如您可以将以下命令复制到下方: --llm_to_learn=azure-gpt-3.5 --prompt_prefix='根据下面的服装类型提示，想象一个穿着者，对这个人外貌、身处的环境、内心世界、过去经历进行描写。要求：100字以内，用第二人称。' --system_prompt=''", - # "Function": HotReload(微调数据集生成) - # } - # }) - # except: - # print('Load function plugin failed') - - """ - 设置默认值: - - 默认 Group = 对话 - - 默认 AsButton = True - - 默认 AdvancedArgs = False - - 默认 Color = secondary - """ - for name, function_meta in function_plugins.items(): - if "Group" not in function_meta: - function_plugins[name]["Group"] = "对话" - if "AsButton" not in function_meta: - function_plugins[name]["AsButton"] = True - if "AdvancedArgs" not in function_meta: - function_plugins[name]["AdvancedArgs"] = False - if "Color" not in function_meta: - function_plugins[name]["Color"] = "secondary" - - return function_plugins diff --git a/crazy_functions/CodeInterpreter.py b/crazy_functions/CodeInterpreter.py new file mode 100644 index 000000000..93ae2b55d --- /dev/null +++ b/crazy_functions/CodeInterpreter.py @@ -0,0 +1,252 @@ +from collections.abc import Callable, Iterable, Mapping +from typing import Any + +from common.func_box import valid_img_extensions +from common.toolbox import CatchException, update_ui, gen_time_str, trimmed_format_exc +from common.toolbox import promote_file_to_downloadzone, get_log_folder +from .crazy_utils import request_gpt_model_in_new_thread_with_ui_alive +from .crazy_utils import input_clipping, try_install_deps +from multiprocessing import Process, Pipe + +import os +import time + +templete = """ +```python +import ... # Put dependencies here, e.g. import numpy as np + +class TerminalFunction(object): # Do not change the name of the class, The name of the class must be `TerminalFunction` + + def run(self, path): # The name of the function must be `run`, it takes only a positional argument. + # rewrite the function you have just written here + ... + return generated_file_path +``` +""" + + +def inspect_dependency(chatbot, history): + yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 + return True + + +def get_code_block(reply): + import re + pattern = r"```([\s\S]*?)```" # regex pattern to match code blocks + matches = re.findall(pattern, reply) # find all code blocks in text + if len(matches) == 1: + return matches[0].strip('python') # code block + for match in matches: + if 'class TerminalFunction' in match: + return match.strip('python') # code block + raise RuntimeError("GPT is not generating proper code.") + + +def gpt_interact_multi_step(txt, file_type, llm_kwargs, chatbot, history): + # 输入 + prompt_compose = [ + f'Your job:\n' + f'1. write a single Python function, which takes a path of a `{file_type}` file as the only argument and returns a `string` containing the result of analysis or the path of generated files. \n', + f"2. You should write this function to perform following task: " + txt + "\n", + f"3. Wrap the output python function with markdown codeblock." + ] + i_say = "".join(prompt_compose) + demo = [] + + # 第一步 + gpt_say = yield from request_gpt_model_in_new_thread_with_ui_alive( + inputs=i_say, inputs_show_user=i_say, + llm_kwargs=llm_kwargs, chatbot=chatbot, history=demo, + sys_prompt=r"You are a programmer." + ) + history.extend([i_say, gpt_say]) + yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 # 界面更新 + + # 第二步 + prompt_compose = [ + "If previous stage is successful, rewrite the function you have just written to satisfy following templete: \n", + templete + ] + i_say = "".join(prompt_compose); + inputs_show_user = "If previous stage is successful, rewrite the function you have just written to satisfy executable templete. " + gpt_say = yield from request_gpt_model_in_new_thread_with_ui_alive( + inputs=i_say, inputs_show_user=inputs_show_user, + llm_kwargs=llm_kwargs, chatbot=chatbot, history=history, + sys_prompt=r"You are a programmer." + ) + code_to_return = gpt_say + history.extend([i_say, gpt_say]) + yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 # 界面更新 + + # # 第三步 + # i_say = "Please list to packages to install to run the code above. Then show me how to use `try_install_deps` function to install them." + # i_say += 'For instance. `try_install_deps(["opencv-python", "scipy", "numpy"])`' + # installation_advance = yield from request_gpt_model_in_new_thread_with_ui_alive( + # inputs=i_say, inputs_show_user=inputs_show_user, + # llm_kwargs=llm_kwargs, chatbot=chatbot, history=history, + # sys_prompt= r"You are a programmer." + # ) + # # # 第三步 + # i_say = "Show me how to use `pip` to install packages to run the code above. " + # i_say += 'For instance. `pip install -r opencv-python scipy numpy`' + # installation_advance = yield from request_gpt_model_in_new_thread_with_ui_alive( + # inputs=i_say, inputs_show_user=i_say, + # llm_kwargs=llm_kwargs, chatbot=chatbot, history=history, + # sys_prompt= r"You are a programmer." + # ) + installation_advance = "" + + return code_to_return, installation_advance, txt, file_type, llm_kwargs, chatbot, history + + +def make_module(code): + module_file = 'gpt_fn_' + gen_time_str().replace('-', '_') + with open(f'{get_log_folder()}/{module_file}.py', 'w', encoding='utf8') as f: + f.write(code) + + def get_class_name(class_string): + import re + # Use regex to extract the class name + class_name = re.search(r'class (\w+)\(', class_string).group(1) + return class_name + + class_name = get_class_name(code) + return f"{get_log_folder().replace('/', '.')}.{module_file}->{class_name}" + + +def init_module_instance(module): + import importlib + module_, class_ = module.split('->') + init_f = getattr(importlib.import_module(module_), class_) + return init_f() + + +def for_immediate_show_off_when_possible(file_type, fp, chatbot): + if file_type in valid_img_extensions: + image_path = os.path.abspath(fp) + chatbot.append(['这是一张图片, 展示如下:', + f'本地文件地址:
`{image_path}`
' + + f'本地文件预览:
' + ]) + return chatbot + + +def subprocess_worker(instance, file_path, return_dict): + return_dict['result'] = instance.run(file_path) + + +def have_any_recent_upload_files(chatbot): + _5min = 5 * 60 + if not chatbot: return False # chatbot is None + most_recent_uploaded = chatbot._cookies.get("most_recent_uploaded", None) + if not most_recent_uploaded: return False # most_recent_uploaded is None + if time.time() - most_recent_uploaded["time"] < _5min: + return True # most_recent_uploaded is new + else: + return False # most_recent_uploaded is too old + + +def get_recent_file_prompt_support(chatbot): + most_recent_uploaded = chatbot._cookies.get("most_recent_uploaded", None) + path = most_recent_uploaded['path'] + return path + + +@CatchException +def 虚空终端CodeInterpreter(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, web_port): + """ + txt 输入栏用户输入的文本，例如需要翻译的一段话，再例如一个包含了待处理文件的路径 + llm_kwargs gpt模型参数，如温度和top_p等，一般原样传递下去就行 + plugin_kwargs 插件模型的参数，暂时没有用武之地 + chatbot 聊天显示框的句柄，用于显示给用户 + history 聊天历史，前情提要 + system_prompt 给gpt的静默提醒 + web_port 当前软件运行的端口号 + """ + raise NotImplementedError + + # 清空历史，以免输入溢出 + history = []; + clear_file_downloadzone(chatbot) + + # 基本信息：功能、贡献者 + chatbot.append([ + "函数插件功能？", + "CodeInterpreter开源版, 此插件处于开发阶段, 建议暂时不要使用, 插件初始化中 ..." + ]) + yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 + + if have_any_recent_upload_files(chatbot): + file_path = get_recent_file_prompt_support(chatbot) + else: + chatbot.append(["文件检索", "没有发现任何近期上传的文件。"]) + yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 + + # 读取文件 + if ("recently_uploaded_files" in plugin_kwargs) and ( + plugin_kwargs["recently_uploaded_files"] == ""): plugin_kwargs.pop("recently_uploaded_files") + recently_uploaded_files = plugin_kwargs.get("recently_uploaded_files", None) + file_path = recently_uploaded_files[-1] + file_type = file_path.split('.')[-1] + + # 粗心检查 + if is_the_upload_folder(txt): + chatbot.append([ + "...", + f"请在输入框内填写需求，然后再次点击该插件（文件路径 {file_path} 已经被记忆）" + ]) + yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 + return + + # 开始干正事 + for j in range(5): # 最多重试5次 + try: + code, installation_advance, txt, file_type, llm_kwargs, chatbot, history = \ + yield from gpt_interact_multi_step(txt, file_type, llm_kwargs, chatbot, history) + code = get_code_block(code) + res = make_module(code) + instance = init_module_instance(res) + break + except Exception as e: + chatbot.append([f"第{j}次代码生成尝试，失败了", f"错误追踪\n```\n{trimmed_format_exc()}\n```\n"]) + yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 + + # 代码生成结束, 开始执行 + try: + import multiprocessing + manager = multiprocessing.Manager() + return_dict = manager.dict() + + p = multiprocessing.Process(target=subprocess_worker, args=(instance, file_path, return_dict)) + # only has 10 seconds to run + p.start(); + p.join(timeout=10) + if p.is_alive(): p.terminate(); p.join() + p.close() + res = return_dict['result'] + # res = instance.run(file_path) + except Exception as e: + chatbot.append(["执行失败了", f"错误追踪\n```\n{trimmed_format_exc()}\n```\n"]) + # chatbot.append(["如果是缺乏依赖，请参考以下建议", installation_advance]) + yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 + return + + # 顺利完成，收尾 + res = str(res) + if os.path.exists(res): + chatbot.append(["执行成功了，结果是一个有效文件", "结果：" + res]) + new_file_path = promote_file_to_downloadzone(res, chatbot=chatbot) + chatbot = for_immediate_show_off_when_possible(file_type, new_file_path, chatbot) + yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 # 界面更新 + else: + chatbot.append(["执行成功了，结果是一个字符串", "结果：" + res]) + yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 # 界面更新 + + +""" +测试： + 裁剪图像，保留下半部分 + 交换图像的蓝色通道和红色通道 + 将图像转为灰度图像 + 将csv文件转excel表格 +""" diff --git "a/crazy_functions/Latex\345\205\250\346\226\207\346\266\246\350\211\262.py" "b/crazy_functions/Latex\345\205\250\346\226\207\346\266\246\350\211\262.py" index 960571fdd..c036c6923 100644 --- "a/crazy_functions/Latex\345\205\250\346\226\207\346\266\246\350\211\262.py" +++ "b/crazy_functions/Latex\345\205\250\346\226\207\346\266\246\350\211\262.py" @@ -1,5 +1,6 @@ -from toolbox import update_ui, trimmed_format_exc, promote_file_to_downloadzone, get_log_folder -from toolbox import CatchException, report_exception, write_history_to_file, zip_folder +from common.toolbox import update_ui, trimmed_format_exc, promote_file_to_downloadzone, get_log_folder +from common.toolbox import CatchException, report_exception, write_history_to_file, zip_folder + class PaperFileGroup(): @@ -130,7 +131,7 @@ def 多文件润色(file_manifest, project_folder, llm_kwargs, plugin_kwargs, ch promote_file_to_downloadzone(res, chatbot=chatbot) history = gpt_response_collection - chatbot.append((f"{fp}完成了吗？", res)) + chatbot.append([f"{fp}完成了吗？", res]) yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 diff --git "a/crazy_functions/Latex\345\205\250\346\226\207\347\277\273\350\257\221.py" "b/crazy_functions/Latex\345\205\250\346\226\207\347\277\273\350\257\221.py" index a0802fd50..a598ea214 100644 --- "a/crazy_functions/Latex\345\205\250\346\226\207\347\277\273\350\257\221.py" +++ "b/crazy_functions/Latex\345\205\250\346\226\207\347\277\273\350\257\221.py" @@ -1,5 +1,5 @@ -from toolbox import update_ui, promote_file_to_downloadzone -from toolbox import CatchException, report_exception, write_history_to_file +from common.toolbox import update_ui, promote_file_to_downloadzone +from common.toolbox import CatchException, report_exception, write_history_to_file fast_debug = False class PaperFileGroup(): @@ -36,7 +36,7 @@ def run_file_split(self, max_token_limit=1900): print('Segmentation: done') def 多文件翻译(file_manifest, project_folder, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, language='en'): - import time, os, re + import time, re from .crazy_utils import request_gpt_model_multi_threads_with_very_awesome_ui_and_high_efficiency # <-------- 读取Latex文件，删除其中的所有注释 ----------> @@ -98,7 +98,7 @@ def 多文件翻译(file_manifest, project_folder, llm_kwargs, plugin_kwargs, ch res = write_history_to_file(gpt_response_collection, create_report_file_name) promote_file_to_downloadzone(res, chatbot=chatbot) history = gpt_response_collection - chatbot.append((f"{fp}完成了吗？", res)) + chatbot.append([f"{fp}完成了吗？", res]) yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 diff --git "a/crazy_functions/Latex\350\276\223\345\207\272PDF\347\273\223\346\236\234.py" "b/crazy_functions/Latex\350\276\223\345\207\272PDF\347\273\223\346\236\234.py" new file mode 100644 index 000000000..3fa9e1fee --- /dev/null +++ "b/crazy_functions/Latex\350\276\223\345\207\272PDF\347\273\223\346\236\234.py" @@ -0,0 +1,306 @@ +from common.toolbox import update_ui, trimmed_format_exc, get_conf, get_log_folder, promote_file_to_downloadzone +from common.toolbox import CatchException, report_exception, update_ui_lastest_msg, zip_result, gen_time_str +from functools import partial +import glob, os, requests, time +pj = os.path.join +ARXIV_CACHE_DIR = os.path.expanduser(f"~/arxiv_cache/") + +# =================================== 工具函数 =============================================== +# 专业词汇声明 = 'If the term "agent" is used in this section, it should be translated to "智能体". ' +def switch_prompt(pfg, mode, more_requirement): + """ + Generate prompts and system prompts based on the mode for proofreading or translating. + Args: + - pfg: Proofreader or Translator instance. + - mode: A string specifying the mode, either 'proofread' or 'translate_zh'. + + Returns: + - inputs_array: A list of strings containing prompts for users to respond to. + - sys_prompt_array: A list of strings containing prompts for system prompts. + """ + n_split = len(pfg.sp_file_contents) + if mode == 'proofread_en': + inputs_array = [r"Below is a section from an academic paper, proofread this section." + + r"Do not modify any latex command such as \section, \cite, \begin, \item and equations. " + more_requirement + + r"Answer me only with the revised text:" + + f"\n\n{frag}" for frag in pfg.sp_file_contents] + sys_prompt_array = ["You are a professional academic paper writer." for _ in range(n_split)] + elif mode == 'translate_zh': + inputs_array = [r"Below is a section from an English academic paper, translate it into Chinese. " + more_requirement + + r"Do not modify any latex command such as \section, \cite, \begin, \item and equations. " + + r"Answer me only with the translated text:" + + f"\n\n{frag}" for frag in pfg.sp_file_contents] + sys_prompt_array = ["You are a professional translator." for _ in range(n_split)] + else: + assert False, "未知指令" + return inputs_array, sys_prompt_array + +def desend_to_extracted_folder_if_exist(project_folder): + """ + Descend into the extracted folder if it exists, otherwise return the original folder. + + Args: + - project_folder: A string specifying the folder path. + + Returns: + - A string specifying the path to the extracted folder, or the original folder if there is no extracted folder. + """ + maybe_dir = [f for f in glob.glob(f'{project_folder}/*') if os.path.isdir(f)] + if len(maybe_dir) == 0: return project_folder + if maybe_dir[0].endswith('.extract'): return maybe_dir[0] + return project_folder + +def move_project(project_folder, arxiv_id=None): + """ + Create a new work folder and copy the project folder to it. + + Args: + - project_folder: A string specifying the folder path of the project. + + Returns: + - A string specifying the path to the new work folder. + """ + import shutil, time + time.sleep(2) # avoid time string conflict + if arxiv_id is not None: + new_workfolder = pj(ARXIV_CACHE_DIR, arxiv_id, 'workfolder') + else: + new_workfolder = f'{get_log_folder()}/{gen_time_str()}' + try: + shutil.rmtree(new_workfolder) + except: + pass + + # align subfolder if there is a folder wrapper + items = glob.glob(pj(project_folder,'*')) + items = [item for item in items if os.path.basename(item)!='__MACOSX'] + if len(glob.glob(pj(project_folder,'*.tex'))) == 0 and len(items) == 1: + if os.path.isdir(items[0]): project_folder = items[0] + + shutil.copytree(src=project_folder, dst=new_workfolder) + return new_workfolder + +def arxiv_download(chatbot, history, txt, allow_cache=True): + def check_cached_translation_pdf(arxiv_id): + translation_dir = pj(ARXIV_CACHE_DIR, arxiv_id, 'translation') + if not os.path.exists(translation_dir): + os.makedirs(translation_dir) + target_file = pj(translation_dir, 'translate_zh.pdf') + if os.path.exists(target_file): + promote_file_to_downloadzone(target_file, rename_file=None, chatbot=chatbot) + target_file_compare = pj(translation_dir, 'comparison.pdf') + if os.path.exists(target_file_compare): + promote_file_to_downloadzone(target_file_compare, rename_file=None, chatbot=chatbot) + return target_file + return False + def is_float(s): + try: + float(s) + return True + except ValueError: + return False + if ('.' in txt) and ('/' not in txt) and is_float(txt): # is arxiv ID + txt = 'https://arxiv.org/abs/' + txt.strip() + if ('.' in txt) and ('/' not in txt) and is_float(txt[:10]): # is arxiv ID + txt = 'https://arxiv.org/abs/' + txt[:10] + if not txt.startswith('https://arxiv.org'): + return txt, None + + # <-------------- inspect format -------------> + chatbot.append([f"检测到arxiv文档连接", '尝试下载 ...']) + yield from update_ui(chatbot=chatbot, history=history) + time.sleep(1) # 刷新界面 + + url_ = txt # https://arxiv.org/abs/1707.06690 + if not txt.startswith('https://arxiv.org/abs/'): + msg = f"解析arxiv网址失败, 期望格式例如: https://arxiv.org/abs/1707.06690。实际得到格式: {url_}。" + yield from update_ui_lastest_msg(msg, chatbot=chatbot, history=history) # 刷新界面 + return msg, None + # <-------------- set format -------------> + arxiv_id = url_.split('/abs/')[-1] + if 'v' in arxiv_id: arxiv_id = arxiv_id[:10] + cached_translation_pdf = check_cached_translation_pdf(arxiv_id) + if cached_translation_pdf and allow_cache: return cached_translation_pdf, arxiv_id + + url_tar = url_.replace('/abs/', '/e-print/') + translation_dir = pj(ARXIV_CACHE_DIR, arxiv_id, 'e-print') + extract_dst = pj(ARXIV_CACHE_DIR, arxiv_id, 'extract') + os.makedirs(translation_dir, exist_ok=True) + + # <-------------- download arxiv source file -------------> + dst = pj(translation_dir, arxiv_id+'.tar') + if os.path.exists(dst): + yield from update_ui_lastest_msg("调用缓存", chatbot=chatbot, history=history) # 刷新界面 + else: + yield from update_ui_lastest_msg("开始下载", chatbot=chatbot, history=history) # 刷新界面 + proxies = get_conf('proxies') + r = requests.get(url_tar, proxies=proxies) + with open(dst, 'wb+') as f: + f.write(r.content) + # <-------------- extract file -------------> + yield from update_ui_lastest_msg("下载完成", chatbot=chatbot, history=history) # 刷新界面 + from common.toolbox import extract_archive + extract_archive(file_path=dst, dest_dir=extract_dst) + return extract_dst, arxiv_id +# ========================================= 插件主程序1 ===================================================== + + +@CatchException +def Latex英文纠错加PDF对比(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, web_port): + # <-------------- information about this plugin -------------> + chatbot.append([ "函数插件功能？", + "对整个Latex项目进行纠错, 用latex编译为PDF对修正处做高亮。函数插件贡献者: Binary-Husky。注意事项: 目前仅支持GPT3.5/GPT4，其他模型转化效果未知。目前对机器学习类文献转化效果最好，其他类型文献转化效果未知。仅在Windows系统进行了测试，其他操作系统表现未知。"]) + yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 + + # <-------------- more requirements -------------> + if ("advanced_arg" in plugin_kwargs) and (plugin_kwargs["advanced_arg"] == ""): plugin_kwargs.pop("advanced_arg") + more_req = plugin_kwargs.get("advanced_arg", "") + _switch_prompt_ = partial(switch_prompt, more_requirement=more_req) + + # <-------------- check deps -------------> + try: + import glob, os, time, subprocess + subprocess.Popen(['pdflatex', '-version']) + from .latex_fns.latex_actions import Latex精细分解与转化, 编译Latex + except Exception as e: + chatbot.append([ f"解析项目: {txt}", + f"尝试执行Latex指令失败。Latex没有安装, 或者不在环境变量PATH中。安装方法https://tug.org/texlive/。报错信息\n\n```\n\n{trimmed_format_exc()}\n\n```\n\n"]) + yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 + return + + + # <-------------- clear history and read input -------------> + history = [] + if os.path.exists(txt): + project_folder = txt + else: + if txt == "": txt = '空空如也的输入栏' + report_exception(chatbot, history, a = f"解析项目: {txt}", b = f"找不到本地项目或无权访问: {txt}") + yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 + return + file_manifest = [f for f in glob.glob(f'{project_folder}/**/*.tex', recursive=True)] + if len(file_manifest) == 0: + report_exception(chatbot, history, a = f"解析项目: {txt}", b = f"找不到任何.tex文件: {txt}") + yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 + return + + + # <-------------- if is a zip/tar file -------------> + project_folder = desend_to_extracted_folder_if_exist(project_folder) + + + # <-------------- move latex project away from temp folder -------------> + project_folder = move_project(project_folder, arxiv_id=None) + + + # <-------------- if merge_translate_zh is already generated, skip gpt req -------------> + if not os.path.exists(project_folder + '/merge_proofread_en.tex'): + yield from Latex精细分解与转化(file_manifest, project_folder, llm_kwargs, plugin_kwargs, + chatbot, history, system_prompt, mode='proofread_en', switch_prompt=_switch_prompt_) + + + # <-------------- compile PDF -------------> + success = yield from 编译Latex(chatbot, history, main_file_original='merge', main_file_modified='merge_proofread_en', + work_folder_original=project_folder, work_folder_modified=project_folder, work_folder=project_folder) + + + # <-------------- zip PDF -------------> + zip_res = zip_result(project_folder) + if success: + chatbot.append([f"成功啦", '请查收结果（压缩包）...']) + yield from update_ui(chatbot=chatbot, history=history); time.sleep(1) # 刷新界面 + promote_file_to_downloadzone(file=zip_res, chatbot=chatbot) + else: + chatbot.append([f"失败了", '虽然PDF生成失败了, 但请查收结果（压缩包）, 内含已经翻译的Tex文档, 也是可读的, 您可以到Github Issue区, 用该压缩包+对话历史存档进行反馈 ...']) + yield from update_ui(chatbot=chatbot, history=history); time.sleep(1) # 刷新界面 + promote_file_to_downloadzone(file=zip_res, chatbot=chatbot) + + # <-------------- we are done -------------> + return success + +# ========================================= 插件主程序2 ===================================================== + +@CatchException +def Latex翻译中文并重新编译PDF(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, web_port): + # <-------------- information about this plugin -------------> + chatbot.append([ + "函数插件功能？", + "对整个Latex项目进行翻译, 生成中文PDF。函数插件贡献者: Binary-Husky。注意事项: 此插件Windows支持最佳，Linux下必须使用Docker安装，详见项目主README.md。目前仅支持GPT3.5/GPT4，其他模型转化效果未知。目前对机器学习类文献转化效果最好，其他类型文献转化效果未知。"]) + yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 + + # <-------------- more requirements -------------> + if ("advanced_arg" in plugin_kwargs) and (plugin_kwargs["advanced_arg"] == ""): plugin_kwargs.pop("advanced_arg") + more_req = plugin_kwargs.get("advanced_arg", "") + no_cache = more_req.startswith("--no-cache") + if no_cache: more_req.lstrip("--no-cache") + allow_cache = not no_cache + _switch_prompt_ = partial(switch_prompt, more_requirement=more_req) + + # <-------------- check deps -------------> + try: + import glob, os, time, subprocess + subprocess.Popen(['pdflatex', '-version']) + from .latex_fns.latex_actions import Latex精细分解与转化, 编译Latex + except Exception as e: + chatbot.append([ f"解析项目: {txt}", + f"尝试执行Latex指令失败。Latex没有安装, 或者不在环境变量PATH中。安装方法https://tug.org/texlive/。报错信息\n\n```\n\n{trimmed_format_exc()}\n\n```\n\n"]) + yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 + return + + + # <-------------- clear history and read input -------------> + history = [] + txt, arxiv_id = yield from arxiv_download(chatbot, history, txt, allow_cache) + if txt.endswith('.pdf'): + report_exception(chatbot, history, a = f"解析项目: {txt}", b = f"发现已经存在翻译好的PDF文档") + yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 + return + + + if os.path.exists(txt): + project_folder = txt + else: + if txt == "": txt = '空空如也的输入栏' + report_exception(chatbot, history, a = f"解析项目: {txt}", b = f"找不到本地项目或无法处理: {txt}") + yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 + return + + file_manifest = [f for f in glob.glob(f'{project_folder}/**/*.tex', recursive=True)] + if len(file_manifest) == 0: + report_exception(chatbot, history, a = f"解析项目: {txt}", b = f"找不到任何.tex文件: {txt}") + yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 + return + + + # <-------------- if is a zip/tar file -------------> + project_folder = desend_to_extracted_folder_if_exist(project_folder) + + + # <-------------- move latex project away from temp folder -------------> + project_folder = move_project(project_folder, arxiv_id) + + + # <-------------- if merge_translate_zh is already generated, skip gpt req -------------> + if not os.path.exists(project_folder + '/merge_translate_zh.tex'): + yield from Latex精细分解与转化(file_manifest, project_folder, llm_kwargs, plugin_kwargs, + chatbot, history, system_prompt, mode='translate_zh', switch_prompt=_switch_prompt_) + + + # <-------------- compile PDF -------------> + success = yield from 编译Latex(chatbot, history, main_file_original='merge', main_file_modified='merge_translate_zh', mode='translate_zh', + work_folder_original=project_folder, work_folder_modified=project_folder, work_folder=project_folder) + + # <-------------- zip PDF -------------> + zip_res = zip_result(project_folder) + if success: + chatbot.append([f"成功啦", '请查收结果（压缩包）...']) + yield from update_ui(chatbot=chatbot, history=history); time.sleep(1) # 刷新界面 + promote_file_to_downloadzone(file=zip_res, chatbot=chatbot) + else: + chatbot.append([f"失败了", '虽然PDF生成失败了, 但请查收结果（压缩包）, 内含已经翻译的Tex文档, 您可以到Github Issue区, 用该压缩包进行反馈。如系统是Linux，请检查系统字体（见Github wiki） ...']) + yield from update_ui(chatbot=chatbot, history=history); time.sleep(1) # 刷新界面 + promote_file_to_downloadzone(file=zip_res, chatbot=chatbot) + + + # <-------------- we are done -------------> + return success diff --git "a/crazy_functions/PDF\346\211\271\351\207\217\347\277\273\350\257\221.py" "b/crazy_functions/PDF\346\211\271\351\207\217\347\277\273\350\257\221.py" index 630d59522..f720ea6d4 100644 --- "a/crazy_functions/PDF\346\211\271\351\207\217\347\277\273\350\257\221.py" +++ "b/crazy_functions/PDF\346\211\271\351\207\217\347\277\273\350\257\221.py" @@ -1,12 +1,12 @@ -from toolbox import CatchException, report_exception, get_log_folder, gen_time_str, check_packages -from toolbox import update_ui, promote_file_to_downloadzone, update_ui_lastest_msg, disable_auto_promotion -from toolbox import write_history_to_file, promote_file_to_downloadzone, get_conf, extract_archive -from toolbox import get_upload_folder, zip_folder +from common.toolbox import CatchException, report_exception, get_log_folder, gen_time_str, check_packages +from common.toolbox import update_ui, promote_file_to_downloadzone, update_ui_lastest_msg, disable_auto_promotion +from common.toolbox import write_history_to_file, promote_file_to_downloadzone, get_conf, extract_archive +from common.toolbox import get_upload_folder, zip_folder from .crazy_utils import request_gpt_model_in_new_thread_with_ui_alive from .crazy_utils import request_gpt_model_multi_threads_with_very_awesome_ui_and_high_efficiency from .crazy_utils import read_and_clean_pdf_text from .pdf_fns.parse_pdf import parse_pdf, get_avail_grobid_url, translate_pdf -from colorful import * +from common.colorful import * import os @@ -269,7 +269,7 @@ def 解析PDF(file_manifest, project_folder, llm_kwargs, plugin_kwargs, chatbot, create_report_file_name = f"{os.path.basename(fp)}.trans.html" generated_html_files.append(ch.save_file(create_report_file_name)) except: - from toolbox import trimmed_format_exc + from common.toolbox import trimmed_format_exc print('writing html result failed:', trimmed_format_exc()) # 准备文件的下载 diff --git "a/crazy_functions/Project_\351\243\236\344\271\246\351\241\271\347\233\256.py" "b/crazy_functions/Project_\351\243\236\344\271\246\351\241\271\347\233\256.py" new file mode 100644 index 000000000..7c329ad20 --- /dev/null +++ "b/crazy_functions/Project_\351\243\236\344\271\246\351\241\271\347\233\256.py" @@ -0,0 +1,47 @@ +# encoding: utf-8 +# @Time : 2024/3/17 +# @Author : Spike +# @Descr : + +from common.toolbox import update_ui, CatchException +from common import gr_converter_html +from crazy_functions.reader_fns.crazy_box import json_args_return +from crazy_functions.Reader_自定义插件流程 import Reader_多阶段生成回答 +from crazy_functions.reader_fns.project_feishu import _get_story, ProjectFeishu + + +@CatchException +def Project_获取项目数据(user_input, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, web_port): + if llm_kwargs['project_config'].get('project_user_key'): + filter_time, unscheduled, un_issue = json_args_return(plugin_kwargs, ['筛选时间范围', + '筛选未排期需求', '筛选用例详情'], None) + un_issue = un_issue or llm_kwargs.get('关联缺陷') + user_input = user_input if not user_input else f"获取前后{filter_time}天的需求列表" + f"\n{user_input}" + + project_status = gr_converter_html.get_fold_panel() + user_key = llm_kwargs["project_config"].get("project_user_key") + header = llm_kwargs["project_config"].get("project_header") + gpt_result = project_status(f'正在努力爬取`{user_key[:5]}***{user_key[-5:]}`用户数据...') + chatbot.append([user_input, gpt_result]) + yield from update_ui(chatbot, history) + + story_list = ProjectFeishu('', header=header, user_key=user_key + ).get_home_story_list(filter_time, unscheduled, un_issue) + project_content = '' + for api_name, story in story_list: + chatbot[-1][1] = project_status(f'当前正在爬取`{api_name}`项目', project_content) + yield from update_ui(chatbot, history) + project_content = "\n\n".join([_get_story(i) for i in story]) + chatbot[-1][1] = project_status(f'`{api_name}`项目爬取完成', project_content) + yield from update_ui(chatbot, history) + + story_list_content = [user_input, project_content] + plugin_kwargs['embedding_content'] = story_list_content + chatbot[-1][1] = project_status(f'所有数据爬取完成！', project_content, 'Done') + yield from update_ui(chatbot, history) + yield from Reader_多阶段生成回答(user_input, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, + web_port) + return + chatbot.append( + [user_input, '没有配置user-key，无法获取需求详情，请在右下角设置-个人中心-中配置`Feishu Project user-key`']) + yield from update_ui(chatbot, history) diff --git "a/crazy_functions/Reader_\350\207\252\345\256\232\344\271\211\346\217\222\344\273\266\346\265\201\347\250\213.py" "b/crazy_functions/Reader_\350\207\252\345\256\232\344\271\211\346\217\222\344\273\266\346\265\201\347\250\213.py" new file mode 100644 index 000000000..b455f68c6 --- /dev/null +++ "b/crazy_functions/Reader_\350\207\252\345\256\232\344\271\211\346\217\222\344\273\266\346\265\201\347\250\213.py" @@ -0,0 +1,57 @@ +# encoding: utf-8 +# @Time : 2023/6/15 +# @Author : Spike +# @Descr : +import os.path +import time + +import gradio as gr +from common.path_handler import init_path +from crazy_functions.reader_fns import crazy_box, docs_kingsoft, docs_qqdocs +from common.toolbox import update_ui, CatchException, trimmed_format_exc, get_conf + +func_kwargs = { + 'Markdown转换为流程图': crazy_box.result_converter_to_flow_chart, + '结果写入Markdown': crazy_box.result_written_to_markdown, + '写入测试用例': crazy_box.result_extract_to_test_cases, + '补充测试用例': crazy_box.result_supplementary_to_test_case +} + + +@CatchException +def Reader_多阶段生成回答(user_input, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, web_port): + valid_type, = crazy_box.json_args_return(plugin_kwargs, keys=["处理文件类型"], default=[]) + embedding_limit = yield from crazy_box.user_input_embedding_content(user_input, chatbot, history, + llm_kwargs, plugin_kwargs, valid_type) + if not embedding_limit: + return + multi_stage_config, = crazy_box.json_args_return(plugin_kwargs, keys=['定制化流程'], default={}) + gpt_results_count = {} + for stage in multi_stage_config: + prompt = stage.get('提示词', False) + func = stage.get('保存结果', False) + knowledge = stage.get('关联知识库', False) + chatbot[-1][1] += f'\n\n---\n\n```\n{stage}\n```' + yield from update_ui(chatbot=chatbot, history=history, msg='提交到分词器') + embedding_limit = yield from crazy_box.func_拆分与提问(embedding_limit, llm_kwargs, plugin_kwargs, chatbot, + history, plugin_prompt=prompt, knowledge_base=knowledge) + if func and func_kwargs.get(func, False): + gpt_results_count[prompt] = yield from func_kwargs[func](embedding_limit, llm_kwargs, plugin_kwargs, + chatbot, history) + embedding_limit = [] + else: + if stage != [i for i in multi_stage_config][-1]: + yield from update_ui(chatbot=chatbot, history=history, msg='你没有选择保存结果，将提取结果提交给下一阶段') + content_limit = crazy_box.file_classification_to_dict(embedding_limit) + embedding_limit = [[limit, "".join(content_limit[limit])] for limit in content_limit] + yield from update_ui(chatbot=chatbot, history=history, msg='你没有选择保存结果，将提取结果提交给下一阶段') + if stage != [i for i in multi_stage_config][-1]: + chatbot.append(['进入下一步', '']) + embedding_mapping = yield from crazy_box.file_extraction_intype(gpt_results_count[prompt], chatbot, history, + llm_kwargs, + plugin_kwargs) + for i in embedding_mapping: + embedding_limit.extend([os.path.basename(i), embedding_mapping[i]]) + if not multi_stage_config: + chatbot[-1][1] = chatbot[-1][ + 1] + f'!!!!! 自定义参数中的Json存在问题，请仔细检查以下配置是否符合JSON编码格式\n\n```\n{plugin_kwargs["advanced_arg"]}```' diff --git a/crazy_functions/agent_fns/auto_agent.py b/crazy_functions/agent_fns/auto_agent.py index 4f8fda9d5..6c4d5c8fe 100644 --- a/crazy_functions/agent_fns/auto_agent.py +++ b/crazy_functions/agent_fns/auto_agent.py @@ -1,5 +1,5 @@ -from toolbox import CatchException, update_ui, gen_time_str, trimmed_format_exc, ProxyNetworkActivate -from toolbox import report_exception, get_log_folder, update_ui_lastest_msg, Singleton +from common.toolbox import CatchException, update_ui, gen_time_str, trimmed_format_exc, ProxyNetworkActivate +from common.toolbox import report_exception, get_log_folder, update_ui_lastest_msg, Singleton from crazy_functions.agent_fns.pipe import PluginMultiprocessManager, PipeCom from crazy_functions.agent_fns.general import AutoGenGeneral diff --git a/crazy_functions/agent_fns/general.py b/crazy_functions/agent_fns/general.py index 327a613b3..d2dbdd4e4 100644 --- a/crazy_functions/agent_fns/general.py +++ b/crazy_functions/agent_fns/general.py @@ -1,4 +1,4 @@ -from toolbox import trimmed_format_exc, get_conf, ProxyNetworkActivate +from common.toolbox import trimmed_format_exc, get_conf, ProxyNetworkActivate from crazy_functions.agent_fns.pipe import PluginMultiprocessManager, PipeCom from request_llms.bridge_all import predict_no_ui_long_connection import time diff --git a/crazy_functions/agent_fns/persistent.py b/crazy_functions/agent_fns/persistent.py index 82c869cb1..98e27b12e 100644 --- a/crazy_functions/agent_fns/persistent.py +++ b/crazy_functions/agent_fns/persistent.py @@ -1,4 +1,4 @@ -from toolbox import Singleton +from common.toolbox import Singleton @Singleton class GradioMultiuserManagerForPersistentClasses(): def __init__(self): diff --git a/crazy_functions/agent_fns/pipe.py b/crazy_functions/agent_fns/pipe.py index 128507c3c..4da52d256 100644 --- a/crazy_functions/agent_fns/pipe.py +++ b/crazy_functions/agent_fns/pipe.py @@ -1,7 +1,8 @@ -from toolbox import get_log_folder, update_ui, gen_time_str, get_conf, promote_file_to_downloadzone +from common.toolbox import get_log_folder, update_ui, gen_time_str, get_conf, promote_file_to_downloadzone from crazy_functions.agent_fns.watchdog import WatchDog import time, os + class PipeCom: def __init__(self, cmd, content) -> None: self.cmd = cmd diff --git "a/crazy_functions/chatglm\345\276\256\350\260\203\345\267\245\345\205\267.py" "b/crazy_functions/chatglm\345\276\256\350\260\203\345\267\245\345\205\267.py" index 8405fc55b..dfa496ba9 100644 --- "a/crazy_functions/chatglm\345\276\256\350\260\203\345\267\245\345\205\267.py" +++ "b/crazy_functions/chatglm\345\276\256\350\260\203\345\267\245\345\205\267.py" @@ -1,4 +1,4 @@ -from toolbox import CatchException, update_ui, promote_file_to_downloadzone +from common.toolbox import CatchException, update_ui, promote_file_to_downloadzone from .crazy_utils import request_gpt_model_multi_threads_with_very_awesome_ui_and_high_efficiency import datetime, json @@ -43,7 +43,7 @@ def 微调数据集生成(txt, llm_kwargs, plugin_kwargs, chatbot, history, syst user_request 当前用户的请求信息（IP地址等） """ history = [] # 清空历史，以免输入溢出 - chatbot.append(("这是什么功能？", "[Local Message] 微调数据集生成")) + chatbot.append(["这是什么功能？", "[Local Message] 微调数据集生成"]) if ("advanced_arg" in plugin_kwargs) and (plugin_kwargs["advanced_arg"] == ""): plugin_kwargs.pop("advanced_arg") args = plugin_kwargs.get("advanced_arg", None) if args is None: @@ -92,7 +92,7 @@ def 启动微调(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt """ import subprocess history = [] # 清空历史，以免输入溢出 - chatbot.append(("这是什么功能？", "[Local Message] 微调数据集生成")) + chatbot.append(["这是什么功能？", "[Local Message] 微调数据集生成"]) if ("advanced_arg" in plugin_kwargs) and (plugin_kwargs["advanced_arg"] == ""): plugin_kwargs.pop("advanced_arg") args = plugin_kwargs.get("advanced_arg", None) if args is None: diff --git a/crazy_functions/crazy_functions_test.py b/crazy_functions/crazy_functions_test.py new file mode 100644 index 000000000..6ad7983c8 --- /dev/null +++ b/crazy_functions/crazy_functions_test.py @@ -0,0 +1,226 @@ +""" +这是什么？ + 这个文件用于函数插件的单元测试 + 运行方法 python crazy_functions/crazy_functions_test.py +""" + +# ============================================================================================================================== + +def validate_path(): + import os, sys + dir_name = os.path.dirname(__file__) + root_dir_assume = os.path.abspath(os.path.dirname(__file__) + '/..') + os.chdir(root_dir_assume) + sys.path.append(root_dir_assume) +validate_path() # validate path so you can run from base directory + +# ============================================================================================================================== + +from common.colorful import * +from common.toolbox import get_conf, ChatBotWithCookies +import os +import sys +from functools import wraps +proxies, WEB_PORT, LLM_MODEL, CONCURRENT_COUNT, AUTHENTICATION, CHATBOT_HEIGHT, LAYOUT, API_KEY = \ + get_conf('proxies', 'WEB_PORT', 'LLM_MODEL', 'CONCURRENT_COUNT', 'AUTHENTICATION', 'CHATBOT_HEIGHT', 'LAYOUT', 'API_KEY') + +llm_kwargs = { + 'api_key': API_KEY, + 'llm_model': LLM_MODEL, + 'top_p':1.0, + 'max_length': None, + 'temperature':1.0, +} +plugin_kwargs = { } +chatbot = ChatBotWithCookies(llm_kwargs) +history = [] +system_prompt = "Serve me as a writing and programming assistant." +web_port = 1024 + +# ============================================================================================================================== + +def silence_stdout(func): + @wraps(func) + def wrapper(*args, **kwargs): + _original_stdout = sys.stdout + sys.stdout = open(os.devnull, 'w') + for q in func(*args, **kwargs): + sys.stdout = _original_stdout + yield q + sys.stdout = open(os.devnull, 'w') + sys.stdout.close() + sys.stdout = _original_stdout + return wrapper + +class CLI_Printer(): + def __init__(self) -> None: + self.pre_buf = "" + + def print(self, buf): + bufp = "" + for index, chat in enumerate(buf): + a, b = chat + bufp += sprint亮靛('[Me]:' + a) + '\n' + bufp += '[GPT]:' + b + if index < len(buf)-1: + bufp += '\n' + + if self.pre_buf!="" and bufp.startswith(self.pre_buf): + print(bufp[len(self.pre_buf):], end='') + else: + print('\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n'+bufp, end='') + self.pre_buf = bufp + return + +cli_printer = CLI_Printer() +# ============================================================================================================================== +def test_解析一个Python项目(): + from crazy_functions.解析项目源代码 import 解析一个Python项目 + txt = "crazy_functions/test_project/python/dqn" + for cookies, cb, hist, msg in 解析一个Python项目(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, web_port): + print(cb) + +def test_解析一个Cpp项目(): + from crazy_functions.解析项目源代码 import 解析一个C项目 + txt = "crazy_functions/test_project/cpp/cppipc" + for cookies, cb, hist, msg in 解析一个C项目(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, web_port): + print(cb) + +def test_Latex英文润色(): + from crazy_functions.Latex全文润色 import Latex英文润色 + txt = "crazy_functions/test_project/latex/attention" + for cookies, cb, hist, msg in Latex英文润色(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, web_port): + print(cb) + +def test_Markdown中译英(): + from crazy_functions.批量Markdown翻译 import Markdown中译英 + txt = "README.md" + for cookies, cb, hist, msg in Markdown中译英(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, web_port): + print(cb) + +def test_批量翻译PDF文档(): + from crazy_functions.批量翻译PDF文档_多线程 import 批量翻译PDF文档 + txt = "crazy_functions/test_project/pdf_and_word" + for cookies, cb, hist, msg in 批量翻译PDF文档(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, web_port): + print(cb) + +def test_谷歌检索小助手(): + from crazy_functions.谷歌检索小助手 import 谷歌检索小助手 + txt = "https://scholar.google.com/scholar?hl=en&as_sdt=0%2C5&q=auto+reinforcement+learning&btnG=" + for cookies, cb, hist, msg in 谷歌检索小助手(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, web_port): + print(cb) + +def test_总结word文档(): + from crazy_functions.总结word文档 import 总结word文档 + txt = "crazy_functions/test_project/pdf_and_word" + for cookies, cb, hist, msg in 总结word文档(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, web_port): + print(cb) + +def test_下载arxiv论文并翻译摘要(): + from crazy_functions.下载arxiv论文翻译摘要 import 下载arxiv论文并翻译摘要 + txt = "1812.10695" + for cookies, cb, hist, msg in 下载arxiv论文并翻译摘要(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, web_port): + print(cb) + +def test_联网回答问题(): + from crazy_functions.联网的ChatGPT import 连接网络回答问题 + # txt = "谁是应急食品？" + # >> '根据以上搜索结果可以得知，应急食品是“原神”游戏中的角色派蒙的外号。' + # txt = "道路千万条，安全第一条。后面两句是？" + # >> '行车不规范，亲人两行泪。' + # txt = "You should have gone for the head. What does that mean?" + # >> The phrase "You should have gone for the head" is a quote from the Marvel movies, Avengers: Infinity War and Avengers: Endgame. It was spoken by the character Thanos in Infinity War and by Thor in Endgame. + txt = "AutoGPT是什么？" + for cookies, cb, hist, msg in 连接网络回答问题(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, web_port): + print("当前问答：", cb[-1][-1].replace("\n"," ")) + for i, it in enumerate(cb): print亮蓝(it[0]); print亮黄(it[1]) + +def test_解析ipynb文件(): + from crazy_functions.解析JupyterNotebook import 解析ipynb文件 + txt = "crazy_functions/test_samples" + for cookies, cb, hist, msg in 解析ipynb文件(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, web_port): + print(cb) + + +def test_数学动画生成manim(): + from crazy_functions.数学动画生成manim import 动画生成 + txt = "A ball split into 2, and then split into 4, and finally split into 8." + for cookies, cb, hist, msg in 动画生成(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, web_port): + print(cb) + + + +def test_Markdown多语言(): + from crazy_functions.批量Markdown翻译 import Markdown翻译指定语言 + txt = "README.md" + history = [] + for lang in ["English", "French", "Japanese", "Korean", "Russian", "Italian", "German", "Portuguese", "Arabic"]: + plugin_kwargs = {"advanced_arg": lang} + for cookies, cb, hist, msg in Markdown翻译指定语言(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, web_port): + print(cb) + +def test_Latex(): + from crazy_functions.Latex输出PDF结果 import Latex翻译中文并重新编译PDF + + # txt = r"https://arxiv.org/abs/1706.03762" + # txt = r"https://arxiv.org/abs/1902.03185" + # txt = r"https://arxiv.org/abs/2305.18290" + # txt = r"https://arxiv.org/abs/2305.17608" + # txt = r"https://arxiv.org/abs/2211.16068" # ACE + # txt = r"C:\Users\x\arxiv_cache\2211.16068\workfolder" # ACE + # txt = r"https://arxiv.org/abs/2002.09253" + # txt = r"https://arxiv.org/abs/2306.07831" + # txt = r"https://arxiv.org/abs/2212.10156" + # txt = r"https://arxiv.org/abs/2211.11559" + # txt = r"https://arxiv.org/abs/2303.08774" + # txt = r"https://arxiv.org/abs/2303.12712" + # txt = r"C:\Users\fuqingxu\arxiv_cache\2303.12712\workfolder" + txt = r"2306.17157" # 这个paper有个input命令文件名大小写错误！ + + + for cookies, cb, hist, msg in (Latex翻译中文并重新编译PDF)(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, web_port): + cli_printer.print(cb) # print(cb) + + + + # txt = "2302.02948.tar" + # print(txt) + # main_tex, work_folder = Latex预处理(txt) + # print('main tex:', main_tex) + # res = 编译Latex(main_tex, work_folder) + # # for cookies, cb, hist, msg in silence_stdout(编译Latex)(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, web_port): + # cli_printer.print(cb) # print(cb) + +def test_chatglm_finetune(): + from crazy_functions.chatglm微调工具 import 微调数据集生成, 启动微调 + txt = 'build/dev.json' + plugin_kwargs = {"advanced_arg":"--llm_to_learn=gpt-3.5-turbo --prompt_prefix='根据下面的服装类型提示，想象一个穿着者，对这个人外貌、身处的环境、内心世界、人设进行描写。要求：100字以内，用第二人称。' --system_prompt=''" } + + # for cookies, cb, hist, msg in (微调数据集生成)(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, web_port): + # cli_printer.print(cb) + + plugin_kwargs = {"advanced_arg": + " --pre_seq_len=128 --learning_rate=2e-2 --num_gpus=1 --json_dataset='t_code.json' --ptuning_directory='/home/hmp/ChatGLM2-6B/ptuning' " } + + for cookies, cb, hist, msg in (启动微调)(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, web_port): + cli_printer.print(cb) + + +if __name__ == "__main__": + # test_解析一个Python项目() + # test_Latex英文润色() + # test_Markdown中译英() + # test_批量翻译PDF文档() + # test_谷歌检索小助手() + # test_总结word文档() + # test_下载arxiv论文并翻译摘要() + # test_解析一个Cpp项目() + # test_联网回答问题() + # test_解析ipynb文件() + # test_数学动画生成manim() + # test_Langchain知识库() + # test_Langchain知识库读取() + # test_Latex() + test_chatglm_finetune() + input("程序完成，回车退出。") + print("退出。") \ No newline at end of file diff --git a/crazy_functions/crazy_utils.py b/crazy_functions/crazy_utils.py index 7bf79bfec..4eb08ca15 100644 --- a/crazy_functions/crazy_utils.py +++ b/crazy_functions/crazy_utils.py @@ -1,18 +1,23 @@ -from toolbox import update_ui, get_conf, trimmed_format_exc, get_max_token, Singleton + +from common import gr_converter_html +from common.toolbox import update_ui, get_conf, trimmed_format_exc, get_max_token, Singleton import threading import os import logging + def input_clipping(inputs, history, max_token_limit): import numpy as np from request_llms.bridge_all import model_info enc = model_info["gpt-3.5-turbo"]['tokenizer'] - def get_token_num(txt): return len(enc.encode(txt, disallowed_special=())) + + def get_token_num(txt): + return len(enc.encode(txt, disallowed_special=())) mode = 'input-and-history' # 当 输入部分的token占比 小于 全文的一半时，只裁剪历史 input_token_num = get_token_num(inputs) - if input_token_num < max_token_limit//2: + if input_token_num < max_token_limit // 2: mode = 'only-history' max_token_limit = max_token_limit - input_token_num @@ -20,13 +25,13 @@ def get_token_num(txt): return len(enc.encode(txt, disallowed_special=())) everything.extend(history) n_token = get_token_num('\n'.join(everything)) everything_token = [get_token_num(e) for e in everything] - delta = max(everything_token) // 16 # 截断时的颗粒度 + delta = max(everything_token) // 16 # 截断时的颗粒度 while n_token > max_token_limit: where = np.argmax(everything_token) encoded = enc.encode(everything[where], disallowed_special=()) - clipped_encoded = encoded[:len(encoded)-delta] - everything[where] = enc.decode(clipped_encoded)[:-1] # -1 to remove the may-be illegal char + clipped_encoded = encoded[:len(encoded) - delta] + everything[where] = enc.decode(clipped_encoded)[:-1] # -1 to remove the may-be illegal char everything_token[where] = get_token_num(everything[where]) n_token = get_token_num('\n'.join(everything)) @@ -37,12 +42,13 @@ def get_token_num(txt): return len(enc.encode(txt, disallowed_special=())) history = everything[1:] return inputs, history + def request_gpt_model_in_new_thread_with_ui_alive( inputs, inputs_show_user, llm_kwargs, chatbot, history, sys_prompt, refresh_interval=0.2, handle_token_exceed=True, retry_times_at_unknown_error=2, - ): +): """ Request GPT model，请求GPT模型同时维持用户界面活跃。 @@ -66,18 +72,19 @@ def request_gpt_model_in_new_thread_with_ui_alive( from request_llms.bridge_all import predict_no_ui_long_connection # 用户反馈 chatbot.append([inputs_show_user, ""]) - yield from update_ui(chatbot=chatbot, history=[]) # 刷新界面 + yield from update_ui(chatbot=chatbot, history=[]) # 刷新界面 executor = ThreadPoolExecutor(max_workers=16) mutable = ["", time.time(), ""] # 看门狗耐心 watch_dog_patience = 5 + # 请求任务 def _req_gpt(inputs, history, sys_prompt): retry_op = retry_times_at_unknown_error exceeded_cnt = 0 while True: # watchdog error - if len(mutable) >= 2 and (time.time()-mutable[1]) > watch_dog_patience: + if len(mutable) >= 2 and (time.time() - mutable[1]) > watch_dog_patience: raise RuntimeError("检测到程序终止。") try: # 【第一种情况】：顺利完成 @@ -90,18 +97,18 @@ def _req_gpt(inputs, history, sys_prompt): if handle_token_exceed: exceeded_cnt += 1 # 【选择处理】 尝试计算比例，尽可能多地保留文本 - from toolbox import get_reduce_token_percent + from common.toolbox import get_reduce_token_percent p_ratio, n_exceed = get_reduce_token_percent(str(token_exceeded_error)) MAX_TOKEN = get_max_token(llm_kwargs) EXCEED_ALLO = 512 + 512 * exceeded_cnt - inputs, history = input_clipping(inputs, history, max_token_limit=MAX_TOKEN-EXCEED_ALLO) + inputs, history = input_clipping(inputs, history, max_token_limit=MAX_TOKEN - EXCEED_ALLO) mutable[0] += f'[Local Message] 警告，文本过长将进行截断，Token溢出数：{n_exceed}。\n\n' - continue # 返回重试 + continue # 返回重试 else: # 【选择放弃】 tb_str = '```\n' + trimmed_format_exc() + '```' mutable[0] += f"[Local Message] 警告，在执行过程中遭遇问题, Traceback：\n\n{tb_str}\n\n" - return mutable[0] # 放弃 + return mutable[0] # 放弃 except: # 【第三种情况】：其他错误：重试几次 tb_str = '```\n' + trimmed_format_exc() + '```' @@ -109,14 +116,15 @@ def _req_gpt(inputs, history, sys_prompt): mutable[0] += f"[Local Message] 警告，在执行过程中遭遇问题, Traceback：\n\n{tb_str}\n\n" if retry_op > 0: retry_op -= 1 - mutable[0] += f"[Local Message] 重试中，请稍等 {retry_times_at_unknown_error-retry_op}/{retry_times_at_unknown_error}：\n\n" + mutable[ + 0] += f"[Local Message] 重试中，请稍等 {retry_times_at_unknown_error - retry_op}/{retry_times_at_unknown_error}：\n\n" if ("Rate limit reached" in tb_str) or ("Too Many Requests" in tb_str): time.sleep(30) time.sleep(5) - continue # 返回重试 + continue # 返回重试 else: time.sleep(5) - return mutable[0] # 放弃 + return mutable[0] # 放弃 # 提交任务 future = executor.submit(_req_gpt, inputs, history, sys_prompt) @@ -128,13 +136,14 @@ def _req_gpt(inputs, history, sys_prompt): if future.done(): break chatbot[-1] = [chatbot[-1][0], mutable[0]] - yield from update_ui(chatbot=chatbot, history=[]) # 刷新界面 + yield from update_ui(chatbot=chatbot, history=[]) # 刷新界面 final_result = future.result() chatbot[-1] = [chatbot[-1][0], final_result] - yield from update_ui(chatbot=chatbot, history=[]) # 如果最后成功了，则删除报错信息 + yield from update_ui(chatbot=chatbot, history=[]) # 如果最后成功了，则删除报错信息 return final_result + def can_multi_process(llm) -> bool: from request_llms.bridge_all import model_info @@ -155,13 +164,14 @@ def default_condition(llm) -> bool: else: return default_condition(llm) + def request_gpt_model_multi_threads_with_very_awesome_ui_and_high_efficiency( inputs_array, inputs_show_user_array, llm_kwargs, chatbot, history_array, sys_prompt_array, refresh_interval=0.2, max_workers=-1, scroller_max_len=30, handle_token_exceed=True, show_user_at_complete=False, retry_times_at_unknown_error=2, - ): +): """ Request GPT model using multiple threads with UI and high efficiency 请求GPT模型的[多线程]版。 @@ -194,9 +204,14 @@ def request_gpt_model_multi_threads_with_very_awesome_ui_and_high_efficiency( from request_llms.bridge_all import predict_no_ui_long_connection assert len(inputs_array) == len(history_array) assert len(inputs_array) == len(sys_prompt_array) - if max_workers == -1: # 读取配置文件 - try: max_workers = get_conf('DEFAULT_WORKER_NUM') - except: max_workers = 8 + if max_workers == -1: # 读取配置文件 + if llm_kwargs.get('worker_num'): + max_workers = llm_kwargs['worker_num'] + else: + try: + max_workers = get_conf('DEFAULT_WORKER_NUM') + except: + max_workers = 8 if max_workers <= 0: max_workers = 3 # 屏蔽掉 chatglm的多线程，可能会导致严重卡顿 if not can_multi_process(llm_kwargs['llm_model']): @@ -206,7 +221,7 @@ def request_gpt_model_multi_threads_with_very_awesome_ui_and_high_efficiency( n_frag = len(inputs_array) # 用户反馈 chatbot.append(["请开始多线程操作。", ""]) - yield from update_ui(chatbot=chatbot, history=[]) # 刷新界面 + yield from update_ui(chatbot=chatbot, history=[]) # 刷新界面 # 跨线程传递 mutable = [["", time.time(), "等待中"] for _ in range(n_frag)] @@ -219,7 +234,7 @@ def _req_gpt(index, inputs, history, sys_prompt): retry_op = retry_times_at_unknown_error exceeded_cnt = 0 mutable[index][2] = "执行中" - detect_timeout = lambda: len(mutable[index]) >= 2 and (time.time()-mutable[index][1]) > watch_dog_patience + detect_timeout = lambda: len(mutable[index]) >= 2 and (time.time() - mutable[index][1]) > watch_dog_patience while True: # watchdog error if detect_timeout(): raise RuntimeError("检测到程序终止。") @@ -229,28 +244,30 @@ def _req_gpt(index, inputs, history, sys_prompt): inputs=inputs, llm_kwargs=llm_kwargs, history=history, sys_prompt=sys_prompt, observe_window=mutable[index], console_slience=True ) - mutable[index][2] = "已成功" + mutable[index][2] = f"{gpt_say}" # 已完成 + if 'raise ConnectionAbortedError' in gpt_say: # 超出Tokens限制错误标记位 + mutable[index][2] = "!!超出Tokens限制，捕获了已生成的回答，但回答结尾会损失部分数据!!" return gpt_say except ConnectionAbortedError as token_exceeded_error: # 【第二种情况】：Token溢出 if handle_token_exceed: exceeded_cnt += 1 # 【选择处理】 尝试计算比例，尽可能多地保留文本 - from toolbox import get_reduce_token_percent + from common.toolbox import get_reduce_token_percent p_ratio, n_exceed = get_reduce_token_percent(str(token_exceeded_error)) MAX_TOKEN = get_max_token(llm_kwargs) EXCEED_ALLO = 512 + 512 * exceeded_cnt - inputs, history = input_clipping(inputs, history, max_token_limit=MAX_TOKEN-EXCEED_ALLO) + inputs, history = input_clipping(inputs, history, max_token_limit=MAX_TOKEN - EXCEED_ALLO) gpt_say += f'[Local Message] 警告，文本过长将进行截断，Token溢出数：{n_exceed}。\n\n' mutable[index][2] = f"截断重试" - continue # 返回重试 + continue # 返回重试 else: # 【选择放弃】 tb_str = '```\n' + trimmed_format_exc() + '```' gpt_say += f"[Local Message] 警告，线程{index}在执行过程中遭遇问题, Traceback：\n\n{tb_str}\n\n" if len(mutable[index][0]) > 0: gpt_say += "此线程失败前收到的回答：\n\n" + mutable[index][0] mutable[index][2] = "输入过长已放弃" - return gpt_say # 放弃 + return gpt_say # 放弃 except: # 【第三种情况】：其他错误 if detect_timeout(): raise RuntimeError("检测到程序终止。") @@ -268,21 +285,26 @@ def _req_gpt(index, inputs, history, sys_prompt): fail_info = "" # 也许等待十几秒后，情况会好转 for i in range(wait): - mutable[index][2] = f"{fail_info}等待重试 {wait-i}"; time.sleep(1) + mutable[index][2] = f"{fail_info}等待重试 {wait - i}"; + time.sleep(1) # 开始重试 if detect_timeout(): raise RuntimeError("检测到程序终止。") - mutable[index][2] = f"重试中 {retry_times_at_unknown_error-retry_op}/{retry_times_at_unknown_error}" - continue # 返回重试 + mutable[index][ + 2] = f"重试中 {retry_times_at_unknown_error - retry_op}/{retry_times_at_unknown_error}" + continue # 返回重试 else: mutable[index][2] = "已失败" wait = 5 time.sleep(5) - return gpt_say # 放弃 + return gpt_say # 放弃 # 异步任务开始 - futures = [executor.submit(_req_gpt, index, inputs, history, sys_prompt) for index, inputs, history, sys_prompt in zip( - range(len(inputs_array)), inputs_array, history_array, sys_prompt_array)] + futures = [executor.submit(_req_gpt, index, inputs, history, sys_prompt) for index, inputs, history, sys_prompt in + zip( + range(len(inputs_array)), inputs_array, history_array, sys_prompt_array)] cnt = 0 + folder_block = [gr_converter_html.get_fold_panel() for i in range(len(inputs_array))] + gpt_old_say = chatbot[-1][1] while True: # yield一次以刷新前端页面 time.sleep(refresh_interval) @@ -295,16 +317,25 @@ def _req_gpt(index, inputs, history, sys_prompt): mutable[thread_index][1] = time.time() # 在前端打印些好玩的东西 for thread_index, _ in enumerate(worker_done): - print_something_really_funny = "[ ...`"+mutable[thread_index][0][-scroller_max_len:].\ - replace('\n', '').replace('`', '.').replace(' ', '.').replace('
', '.....').replace('$', '.')+"`... ]" + print_something_really_funny = "[ ...`" + mutable[thread_index][0][-scroller_max_len:]. \ + replace('\n', '').replace('```', '...').replace('
', + '.....').replace('$', '.') + "`... ]" observe_win.append(print_something_really_funny) + stat_str = "" + for thread_index, done, obs, folder in zip(range(len(worker_done)), worker_done, observe_win, folder_block): + status_input = f'Thread_{thread_index}\t' + content = mutable[thread_index][0] + if not done: + status_content = f'`{mutable[thread_index][2]}`: {obs}' + else: + status_content = f'`已完成`' + status_output = f'{status_content}' + + stat_str += folder(status_input + status_output, content, done) + '\n\n' + # 在前端打印些好玩的东西 - stat_str = ''.join([f'`{mutable[thread_index][2]}`: {obs}\n\n' - if not done else f'`{mutable[thread_index][2]}`\n\n' - for thread_index, done, obs in zip(range(len(worker_done)), worker_done, observe_win)]) - # 在前端打印些好玩的东西 - chatbot[-1] = [chatbot[-1][0], f'多线程操作已经开始，完成情况: \n\n{stat_str}' + ''.join(['.']*(cnt % 10+1))] - yield from update_ui(chatbot=chatbot, history=[]) # 刷新界面 + chatbot[-1][1] = gpt_old_say + f'多线程提问已经开始，进度如下: \n\n{stat_str}' + yield from update_ui(chatbot=chatbot, history=[]) # 刷新界面 if all(worker_done): executor.shutdown() break @@ -320,12 +351,11 @@ def _req_gpt(index, inputs, history, sys_prompt): for inputs_show_user, f in zip(inputs_show_user_array, futures): gpt_res = f.result() chatbot.append([inputs_show_user, gpt_res]) - yield from update_ui(chatbot=chatbot, history=[]) # 刷新界面 + yield from update_ui(chatbot=chatbot, history=[]) # 刷新界面 time.sleep(0.5) return gpt_response_collection - def read_and_clean_pdf_text(fp): """ 这个函数用于分割pdf，用了很多trick，逻辑较乱，效果奇好 @@ -349,12 +379,13 @@ def read_and_clean_pdf_text(fp): import fitz, copy import re import numpy as np - from colorful import print亮黄, print亮绿 + from common.colorful import print亮黄, print亮绿 fc = 0 # Index 0 文本 fs = 1 # Index 1 字体 fb = 2 # Index 2 框框 - REMOVE_FOOT_NOTE = True # 是否丢弃掉 不是正文的内容 （比正文字体小，如参考文献、脚注、图注等） - REMOVE_FOOT_FFSIZE_PERCENT = 0.95 # 小于正文的？时，判定为不是正文（有些文章的正文部分字体大小不是100%统一的，有肉眼不可见的小变化） + REMOVE_FOOT_NOTE = True # 是否丢弃掉 不是正文的内容 （比正文字体小，如参考文献、脚注、图注等） + REMOVE_FOOT_FFSIZE_PERCENT = 0.95 # 小于正文的？时，判定为不是正文（有些文章的正文部分字体大小不是100%统一的，有肉眼不可见的小变化） + def primary_ffsize(l): """ 提取文本块主字体 @@ -365,11 +396,11 @@ def primary_ffsize(l): fsize_statiscs[wtf['size']] += len(wtf['text']) return max(fsize_statiscs, key=fsize_statiscs.get) - def ffsize_same(a,b): + def ffsize_same(a, b): """ 提取字体大小是否近似相等 """ - return abs((a-b)/max(a,b)) < 0.02 + return abs((a - b) / max(a, b)) < 0.02 with fitz.open(fp) as doc: meta_txt = [] @@ -389,14 +420,14 @@ def ffsize_same(a,b): if len(txt_line) == 0: continue pf = primary_ffsize(l) meta_line.append([txt_line, pf, l['bbox'], l]) - for wtf in l['spans']: # for l in t['lines']: + for wtf in l['spans']: # for l in t['lines']: meta_span.append([wtf['text'], wtf['size'], len(wtf['text'])]) # meta_line.append(["NEW_BLOCK", pf]) # 块元提取 for each word segment with in line for each line cross-line words for each block meta_txt.extend([" ".join(["".join([wtf['text'] for wtf in l['spans']]) for l in t['lines']]).replace( '- ', '') for t in text_areas['blocks'] if 'lines' in t]) meta_font.extend([np.mean([np.mean([wtf['size'] for wtf in l['spans']]) - for l in t['lines']]) for t in text_areas['blocks'] if 'lines' in t]) + for l in t['lines']]) for t in text_areas['blocks'] if 'lines' in t]) if index == 0: page_one_meta = [" ".join(["".join([wtf['text'] for wtf in l['spans']]) for l in t['lines']]).replace( '- ', '') for t in text_areas['blocks'] if 'lines' in t] @@ -422,26 +453,27 @@ def ffsize_same(a,b): if REMOVE_FOOT_NOTE: if meta_line[index][fs] <= give_up_fize_threshold: continue - if ffsize_same(meta_line[index][fs], meta_line[index-1][fs]): + if ffsize_same(meta_line[index][fs], meta_line[index - 1][fs]): # 尝试识别段落 - if meta_line[index][fc].endswith('.') and\ - (meta_line[index-1][fc] != 'NEW_BLOCK') and \ - (meta_line[index][fb][2] - meta_line[index][fb][0]) < (meta_line[index-1][fb][2] - meta_line[index-1][fb][0]) * 0.7: + if meta_line[index][fc].endswith('.') and \ + (meta_line[index - 1][fc] != 'NEW_BLOCK') and \ + (meta_line[index][fb][2] - meta_line[index][fb][0]) < ( + meta_line[index - 1][fb][2] - meta_line[index - 1][fb][0]) * 0.7: sec[-1] += line[fc] sec[-1] += "\n\n" else: sec[-1] += " " sec[-1] += line[fc] else: - if (index+1 < len(meta_line)) and \ - meta_line[index][fs] > main_fsize: + if (index + 1 < len(meta_line)) and \ + meta_line[index][fs] > main_fsize: # 单行 + 字体大 mega_sec.append(copy.deepcopy(sec)) sec = [] sec.append("# " + line[fc]) else: # 尝试识别section - if meta_line[index-1][fs] > meta_line[index][fs]: + if meta_line[index - 1][fs] > meta_line[index][fs]: sec.append("\n" + line[fc]) else: sec.append(line[fc]) @@ -460,13 +492,15 @@ def 把字符太少的块清除为回车(meta_txt): if len(block_txt) < 100: meta_txt[index] = '\n' return meta_txt + meta_txt = 把字符太少的块清除为回车(meta_txt) def 清理多余的空行(meta_txt): for index in reversed(range(1, len(meta_txt))): - if meta_txt[index] == '\n' and meta_txt[index-1] == '\n': + if meta_txt[index] == '\n' and meta_txt[index - 1] == '\n': meta_txt.pop(index) return meta_txt + meta_txt = 清理多余的空行(meta_txt) def 合并小写开头的段落块(meta_txt): @@ -477,19 +511,21 @@ def starts_with_lowercase_word(s): return True else: return False + # 对于某些PDF会有第一个段落就以小写字母开头,为了避免索引错误将其更改为大写 if starts_with_lowercase_word(meta_txt[0]): meta_txt[0] = meta_txt[0].capitalize() for _ in range(100): for index, block_txt in enumerate(meta_txt): if starts_with_lowercase_word(block_txt): - if meta_txt[index-1] != '\n': - meta_txt[index-1] += ' ' + if meta_txt[index - 1] != '\n': + meta_txt[index - 1] += ' ' else: - meta_txt[index-1] = '' - meta_txt[index-1] += meta_txt[index] + meta_txt[index - 1] = '' + meta_txt[index - 1] += meta_txt[index] meta_txt[index] = '\n' return meta_txt + meta_txt = 合并小写开头的段落块(meta_txt) meta_txt = 清理多余的空行(meta_txt) @@ -509,7 +545,7 @@ def starts_with_lowercase_word(s): return meta_txt, page_one_meta -def get_files_from_everything(txt, type): # type='.md' +def get_files_from_everything(txt, type): # type='.md' """ 这个函数是用来获取指定目录下所有指定类型（如.md）的文件，并且对于网络上的文件，也可以获取它。 下面是对每个参数和返回值的说明： @@ -528,15 +564,16 @@ def get_files_from_everything(txt, type): # type='.md' if txt.startswith('http'): # 网络的远程文件 import requests - from toolbox import get_conf - from toolbox import get_log_folder, gen_time_str + from common.toolbox import get_conf + from common.toolbox import get_log_folder, gen_time_str proxies = get_conf('proxies') try: r = requests.get(txt, proxies=proxies) except: raise ConnectionRefusedError(f"无法下载资源{txt}，请检查。") - path = os.path.join(get_log_folder(plugin_name='web_download'), gen_time_str()+type) - with open(path, 'wb+') as f: f.write(r.content) + path = os.path.join(get_log_folder(plugin_name='web_download'), gen_time_str() + type) + with open(path, 'wb+') as f: + f.write(r.content) project_folder = get_log_folder(plugin_name='web_download') file_manifest = [path] elif txt.endswith(type): @@ -546,7 +583,7 @@ def get_files_from_everything(txt, type): # type='.md' elif os.path.exists(txt): # 本地路径，递归搜索 project_folder = txt - file_manifest = [f for f in glob.glob(f'{project_folder}/**/*'+type, recursive=True)] + file_manifest = [f for f in glob.glob(f'{project_folder}/**/*' + type, recursive=True)] if len(file_manifest) == 0: success = False else: @@ -557,7 +594,6 @@ def get_files_from_everything(txt, type): # type='.md' return success, file_manifest, project_folder - @Singleton class nougat_interface(): def __init__(self): @@ -565,7 +601,7 @@ def __init__(self): def nougat_with_timeout(self, command, cwd, timeout=3600): import subprocess - from toolbox import ProxyNetworkActivate + from common.toolbox import ProxyNetworkActivate logging.info(f'正在执行命令 {command}') with ProxyNetworkActivate("Nougat_Download"): process = subprocess.Popen(command, shell=True, cwd=cwd, env=os.environ) @@ -578,15 +614,14 @@ def nougat_with_timeout(self, command, cwd, timeout=3600): return False return True - def NOUGAT_parse_pdf(self, fp, chatbot, history): - from toolbox import update_ui_lastest_msg + from common.toolbox import update_ui_lastest_msg yield from update_ui_lastest_msg("正在解析论文, 请稍候。进度：正在排队, 等待线程锁...", chatbot=chatbot, history=history, delay=0) self.threadLock.acquire() import glob, threading, os - from toolbox import get_log_folder, gen_time_str + from common.toolbox import get_log_folder, gen_time_str dst = os.path.join(get_log_folder(plugin_name='nougat'), gen_time_str()) os.makedirs(dst) @@ -602,8 +637,6 @@ def NOUGAT_parse_pdf(self, fp, chatbot, history): return res[0] - - def try_install_deps(deps, reload_m=[]): import subprocess, sys, importlib for dep in deps: diff --git a/crazy_functions/gen_fns/gen_fns_shared.py b/crazy_functions/gen_fns/gen_fns_shared.py index f451c2cfd..c5e214c6b 100644 --- a/crazy_functions/gen_fns/gen_fns_shared.py +++ b/crazy_functions/gen_fns/gen_fns_shared.py @@ -1,8 +1,8 @@ import time import importlib -from toolbox import trimmed_format_exc, gen_time_str, get_log_folder -from toolbox import CatchException, update_ui, gen_time_str, trimmed_format_exc, is_the_upload_folder -from toolbox import promote_file_to_downloadzone, get_log_folder, update_ui_lastest_msg +from common.toolbox import trimmed_format_exc, gen_time_str, get_log_folder +from common.toolbox import CatchException, update_ui, gen_time_str, trimmed_format_exc, is_the_upload_folder +from common.toolbox import promote_file_to_downloadzone, get_log_folder, update_ui_lastest_msg import multiprocessing def get_class_name(class_string): diff --git a/crazy_functions/latex_fns/latex_actions.py b/crazy_functions/latex_fns/latex_actions.py index ac8a6b42c..e3aab409f 100644 --- a/crazy_functions/latex_fns/latex_actions.py +++ b/crazy_functions/latex_fns/latex_actions.py @@ -1,5 +1,5 @@ -from toolbox import update_ui, update_ui_lastest_msg, get_log_folder -from toolbox import get_conf, objdump, objload, promote_file_to_downloadzone +from common.toolbox import update_ui, update_ui_lastest_msg, get_log_folder +from common.toolbox import get_conf, objdump, objload, promote_file_to_downloadzone from .latex_toolbox import PRESERVE, TRANSFORM from .latex_toolbox import set_forbidden_text, set_forbidden_text_begin_end, set_forbidden_text_careful_brace from .latex_toolbox import reverse_forbidden_text_careful_brace, reverse_forbidden_text, convert_to_linklist, post_process @@ -444,7 +444,7 @@ def write_html(sp_file_contents, sp_file_result, chatbot, project_folder): try: import shutil from crazy_functions.pdf_fns.report_gen_html import construct_html - from toolbox import gen_time_str + from common.toolbox import gen_time_str ch = construct_html() orig = "" trans = "" @@ -463,5 +463,5 @@ def write_html(sp_file_contents, sp_file_result, chatbot, project_folder): shutil.copyfile(res, pj(project_folder, create_report_file_name)) promote_file_to_downloadzone(file=res, chatbot=chatbot) except: - from toolbox import trimmed_format_exc + from common.toolbox import trimmed_format_exc print('writing html result failed:', trimmed_format_exc()) diff --git a/crazy_functions/live_audio/aliyunASR.py b/crazy_functions/live_audio/aliyunASR.py index 3a5232871..5691c4cd2 100644 --- a/crazy_functions/live_audio/aliyunASR.py +++ b/crazy_functions/live_audio/aliyunASR.py @@ -143,7 +143,7 @@ def audio_convertion_thread(self, uuid): import nls # pip install git+https://github.com/aliyun/alibabacloud-nls-python-sdk.git import tempfile from scipy import io - from toolbox import get_conf + from common.toolbox import get_conf from .audio_io import change_sample_rate from .audio_io import RealtimeAudioDistribution NEW_SAMPLERATE = 16000 @@ -226,7 +226,7 @@ def audio_convertion_thread(self, uuid): r = sr.stop() def get_token(self): - from toolbox import get_conf + from common.toolbox import get_conf import json from aliyunsdkcore.request import CommonRequest from aliyunsdkcore.client import AcsClient diff --git a/crazy_functions/multi_stage/multi_stage_utils.py b/crazy_functions/multi_stage/multi_stage_utils.py index 952c48443..9e8fc4d64 100644 --- a/crazy_functions/multi_stage/multi_stage_utils.py +++ b/crazy_functions/multi_stage/multi_stage_utils.py @@ -1,7 +1,7 @@ from pydantic import BaseModel, Field from typing import List -from toolbox import update_ui_lastest_msg, disable_auto_promotion -from toolbox import CatchException, update_ui, get_conf, select_api_key, get_log_folder +from common.toolbox import update_ui_lastest_msg, disable_auto_promotion +from common.toolbox import CatchException, update_ui, get_conf, select_api_key, get_log_folder from request_llms.bridge_all import predict_no_ui_long_connection from crazy_functions.json_fns.pydantic_io import GptJsonIO, JsonStringError import time diff --git a/crazy_functions/pdf_fns/breakdown_txt.py b/crazy_functions/pdf_fns/breakdown_txt.py index 784d796b7..1d62199bb 100644 --- a/crazy_functions/pdf_fns/breakdown_txt.py +++ b/crazy_functions/pdf_fns/breakdown_txt.py @@ -116,10 +116,9 @@ def get_token_fn(txt): return len(enc.encode(txt, disallowed_special=())) file_content, page_one = read_and_clean_pdf_text("build/assets/at.pdf") from request_llms.bridge_all import model_info - for i in range(5): - file_content += file_content print(len(file_content)) TOKEN_LIMIT_PER_FRAGMENT = 2500 res = breakdown_text_to_satisfy_token_limit(file_content, TOKEN_LIMIT_PER_FRAGMENT) + print(len(res)) diff --git a/crazy_functions/pdf_fns/parse_pdf.py b/crazy_functions/pdf_fns/parse_pdf.py index a1b66d0d9..866fdf0ab 100644 --- a/crazy_functions/pdf_fns/parse_pdf.py +++ b/crazy_functions/pdf_fns/parse_pdf.py @@ -1,10 +1,10 @@ from functools import lru_cache -from toolbox import gen_time_str -from toolbox import promote_file_to_downloadzone -from toolbox import write_history_to_file, promote_file_to_downloadzone -from toolbox import get_conf -from toolbox import ProxyNetworkActivate -from colorful import * +from common.toolbox import gen_time_str +from common.toolbox import promote_file_to_downloadzone +from common.toolbox import write_history_to_file, promote_file_to_downloadzone +from common.toolbox import get_conf +from common.toolbox import ProxyNetworkActivate +from common.colorful import * import requests import random import copy diff --git a/crazy_functions/pdf_fns/report_gen_html.py b/crazy_functions/pdf_fns/report_gen_html.py index 21829212f..9cdeabe85 100644 --- a/crazy_functions/pdf_fns/report_gen_html.py +++ b/crazy_functions/pdf_fns/report_gen_html.py @@ -1,4 +1,4 @@ -from toolbox import update_ui, get_conf, trimmed_format_exc, get_log_folder +from common.toolbox import update_ui, get_conf, trimmed_format_exc, get_log_folder import os @@ -9,7 +9,7 @@ def __init__(self) -> None: self.html_string = "" def add_row(self, a, b): - from toolbox import markdown_convertion + from common.toolbox import markdown_convertion template = """ { primary_col: { @@ -49,7 +49,7 @@ def std(str): self.html_string += template_ def save_file(self, file_name): - from toolbox import get_log_folder + from common.toolbox import get_log_folder with open('crazy_functions/pdf_fns/report_template.html', 'r', encoding='utf8') as f: html_template = f.read() html_template = html_template.replace("__TF_ARR__", self.html_string) diff --git a/crazy_functions/reader_fns/__init__.py b/crazy_functions/reader_fns/__init__.py new file mode 100644 index 000000000..cdf791c68 --- /dev/null +++ b/crazy_functions/reader_fns/__init__.py @@ -0,0 +1,18 @@ +# encoding: utf-8 +# @Time : 2023/8/30 +# @Author : Spike +# @Descr : +# 云文件下载方法 +from .docs_feishu import * +from .docs_kingsoft import * +from .docs_qqdocs import * +from .project_feishu import * + +# 本地文件处理方法 +from .local_word import DocxHandler +from .local_excel import XlsxHandler +from .local_xmind import XmindHandle +from .local_markdown import MdHandler, MdProcessor +from .local_pdf import PDFHandler +from .local_image import ImgHandler, submit_threads_img_handle +from .local_audio import AudioHandler diff --git a/crazy_functions/reader_fns/crazy_box.py b/crazy_functions/reader_fns/crazy_box.py new file mode 100644 index 000000000..89c3748b2 --- /dev/null +++ b/crazy_functions/reader_fns/crazy_box.py @@ -0,0 +1,730 @@ +# encoding: utf-8 +# @Time : 2023/6/14 +# @Author : Spike +# @Descr : +import copy +import os +import json +import re + +from common.func_box import Shell, replace_expected_text, replace_special_chars +from common.func_box import valid_img_extensions, vain_open_extensions +from common import gr_converter_html +from common.func_box import split_domain_url, extract_link_pf +from common.toolbox import update_ui, update_ui_lastest_msg, get_conf, trimmed_format_exc +from common.db.repository import prompt_repository +from common.knowledge_base import kb_doc_api +from crazy_functions import crazy_utils +from crazy_functions.pdf_fns.breakdown_txt import breakdown_text_to_satisfy_token_limit +from request_llms import bridge_all +from common.path_handler import init_path +from crazy_functions import reader_fns +from common.logger_handler import logger + + +# <---------------------------------------乱七八糟的方法，有点用，很好用-----------------------------------------> +def write_markdown(data, hosts, file_name): + """ + Args: 将data写入md文件 + data: 数据 + hosts: 用户标识 + file_name: 另取文件名 + Returns: 写入的文件地址 + """ + user_path = os.path.join(init_path.private_files_path, hosts, 'markdown') + os.makedirs(user_path, exist_ok=True) + md_file = os.path.join(user_path, f"{file_name}.md") + with open(file=md_file, mode='w', encoding='utf-8') as f: + f.write(data) + return md_file + + +def find_index_inlist(data_list: list, search_terms: list) -> int: + """ 在data_list找到符合search_terms字符串，找到后直接返回下标 + Args: + data_list: list数据，最多往里面找两层 + search_terms: list数据，符合一个就返回数据 + Returns: 对应的下标 + """ + for i, sublist in enumerate(data_list): + if any(term in str(sublist) for term in search_terms): + return i + for j, item in enumerate(sublist): + if any(term in str(item) for term in search_terms): + return i + return 0 # 如果没有找到匹配的元素，则返回初始坐标 + + +def file_reader_content(file_path, save_path, plugin_kwargs): + reader_statsu = '' + file_content = '' + + if file_path.endswith('pdf'): + content = reader_fns.PDFHandler(file_path, save_path).get_markdown() + file_content = "".join(content) + elif file_path.endswith('docx') or file_path.endswith('doc'): + file_content = reader_fns.DocxHandler(file_path, save_path).get_markdown() + elif file_path.endswith('xmind'): + file_content = reader_fns.XmindHandle(file_path, save_path).get_markdown() + elif file_path.endswith('mp4'): + file_content = reader_fns.AudioHandler(file_path).video_converters() + elif file_path.endswith('xlsx') or file_path.endswith('xls'): + sheet, = json_args_return(plugin_kwargs, keys=['读取指定Sheet'], default='测试要点') + # 创建文件对象 + ex_handle = reader_fns.XlsxHandler(file_path, save_path, sheet=sheet) + if sheet in ex_handle.workbook.sheetnames: + ex_handle.split_merged_cells(save_work=False) # 避免更改到原文件 + xlsx_dict = ex_handle.read_as_dict() + file_content = xlsx_dict.get(sheet) + else: + active_sheet = ex_handle.workbook.active.title + ex_handle.sheet = active_sheet + ex_handle.split_merged_cells(save_work=False) + xlsx_dict = ex_handle.read_as_dict() + file_content = xlsx_dict.get(active_sheet) + reader_statsu += f'\n\n无法在`{os.path.basename(file_path)}`找到`{sheet}`工作表，' \ + f'将读取上次预览的活动工作表`{active_sheet}`，' \ + f'若你的用例工作表是其他名称, 请及时暂停插件运行，并在自定义插件配置中更改' \ + f'{gr_converter_html.html_tag_color("读取指定Sheet")}。' + plugin_kwargs['写入指定模版'] = file_path + plugin_kwargs['写入指定Sheet'] = ex_handle.sheet + elif file_path.split('.')[-1] not in vain_open_extensions: + try: + with open(file_path, mode='r', encoding='utf-8') as f: + file_content = f.read() + except Exception as e: + reader_statsu += f'An error occurred while reading the file: {e}' + return file_content, reader_statsu + + +def file_extraction_intype(file_mapping, chatbot, history, llm_kwargs, plugin_kwargs): + # 文件读取 + file_limit = {} + file_format = gr_converter_html.get_fold_panel() + old_say = chatbot[-1][1] + '\n\n' + for file_path in file_mapping: + chatbot[-1][1] = old_say + file_format( + title=f'正在解析本地文件:【{file_path.replace(init_path.base_path, ".")}】') + yield from update_ui(chatbot, history) + save_path = os.path.join(init_path.private_files_path, llm_kwargs['ipaddr']) + content, status = file_reader_content(file_path, save_path, plugin_kwargs) + if isinstance(content, str): + file_limit[file_path] = content.replace(init_path.base_path, 'file=.') + else: + file_limit[file_path] = content + mapping_data = "\n\n--\n\n".join([f"{file_limit[fp]}" for fp in file_limit]) + chatbot[-1][1] = old_say + file_format(title=f'文件解析完成', content=mapping_data, status='Done') + yield from update_ui(chatbot, history, msg=status) + return file_limit + + +def json_args_return(kwargs: dict, keys: list, default=None) -> list: + """ + Args: 提取插件的调优参数，如果有，则返回取到的值，如果无，则返回False + kwargs: 一般是plugin_kwargs + keys: 需要取得key + default: 找不到时总得返回什么东西 + Returns: 有key返value，无key返False + """ + temp = [default for i in range(len(keys))] + for i in range(len(keys)): + try: + temp[i] = kwargs[keys[i]] + except Exception: + try: + temp[i] = json.loads(kwargs['advanced_arg'])[keys[i]] + except Exception as f: + try: + temp[i] = kwargs['parameters_def'][keys[i]] + except Exception as f: + temp[i] = default + return temp + + +def long_name_processing(file_name): + """ + Args: + file_name: 文件名取材，如果是list，则取下标0，转换为str， 如果是str则取最多20个字符 + Returns: 返回处理过的文件名 + """ + if type(file_name) is list: + file_name = file_name[0] + if len(file_name) > 20: + for i in file_name.splitlines(): + i = re.sub(r"\s+", " ", i) + if i: + file_name = replace_special_chars(i[:20]) # 限制文件名最长20个字符 + break + if file_name.find('.') != -1: + file_name = "".join(file_name.split('.')[:-1]) + return file_name + + +# <---------------------------------------插件用了都说好方法-----------------------------------------> +def split_list_token_limit(data, get_num, max_num=500): + header_index = find_index_inlist(data_list=data, search_terms=['操作步骤', '前置条件', '预期结果']) + header_data = data[header_index] + max_num -= len(str(header_data)) + temp_list = [] + split_data = [] + for index in data[header_index + 1:]: + if get_num(str(temp_list)) > max_num: + temp_list.insert(0, header_data) + split_data.append(json.dumps(temp_list, ensure_ascii=False)) + temp_list = [] + else: + temp_list.append(index) + return split_data + + +def split_content_limit(inputs: str, llm_kwargs, chatbot, history) -> list: + """ + Args: + inputs: 需要提取拆分的提问信息 + llm_kwargs: 调优参数 + chatbot: 对话组件 + history: 历史记录 + Returns: [拆分1， 拆分2] + """ + model = llm_kwargs['llm_model'] + if model.find('&') != -1: # 判断是否多模型，如果多模型，那么使用tokens最少的进行拆分 + models = str(model).split('&') + _tokens = [] + _num_func = {} + for _model in models: + num_s = bridge_all.model_info[_model]['max_token'] + _tokens.append(num_s) + _num_func[num_s] = _model + all_tokens = min(_tokens) + get_token_num = bridge_all.model_info[_num_func[all_tokens]]['token_cnt'] + else: + all_tokens = bridge_all.model_info[model]['max_token'] + get_token_num = bridge_all.model_info[model]['token_cnt'] + max_token = all_tokens / 2 - all_tokens / 4 # 考虑到对话+回答会超过tokens,所以/2 + segments = [] + gpt_latest_msg = chatbot[-1][1] + if type(inputs) is list: + if get_token_num(str(inputs)) > max_token: + bro_say = gpt_latest_msg + f'\n\n提交数据预计会超出`{all_tokens}' \ + f'token`限制, 将按照模型最大可接收token拆分为多线程运行\n\n---\n\n' + yield from update_ui_lastest_msg(bro_say, chatbot, history) + segments.extend(split_list_token_limit(data=inputs, get_num=get_token_num, max_num=max_token)) + else: + segments.append(json.dumps(inputs, ensure_ascii=False)) + else: + inputs = inputs.split('\n---\n') + for input_ in inputs: + if get_token_num(input_) > max_token: + bro_say = gpt_latest_msg + f'\n\n{gr_converter_html.html_tag_color(input_[0][:20])} 对话数据预计会超出`{all_tokens}' \ + f'token`限制, 将按照模型最大可接收token拆分为多线程运行' + yield from update_ui_lastest_msg(bro_say, chatbot, history) + segments.extend( + breakdown_text_to_satisfy_token_limit(input_, max_token, llm_kwargs['llm_model'])) + else: + segments.append(input_) + yield from update_ui(chatbot, history) + return segments + + +def input_output_processing(gpt_response_collection, llm_kwargs, plugin_kwargs, chatbot, history, + kwargs_prompt: str = False, knowledge_base: bool = False): + """ + Args: + gpt_response_collection: 多线程GPT的返回结果or文件读取处理后的结果 + plugin_kwargs: 对话使用的插件参数 + chatbot: 对话组件 + history: 历史对话 + llm_kwargs: 调优参数 + kwargs_prompt: Prompt名称, 如果为False，则不添加提示词 + knowledge_base: 是否启用知识库 + Returns: 下次使用？ + inputs_array， inputs_show_user_array + """ + inputs_array = [] + inputs_show_user_array = [] + prompt_cls, = json_args_return(plugin_kwargs, ['提示词分类']) + ipaddr = llm_kwargs['ipaddr'] + if kwargs_prompt: + prompt = prompt_repository.query_prompt(kwargs_prompt, prompt_cls, ipaddr, quote_num=True) + if prompt: + prompt = prompt.value + else: + raise ValueError('指定的提示词不存在') + else: + prompt = '{{{v}}}' + for inputs, you_say in zip(gpt_response_collection[1::2], gpt_response_collection[0::2]): + content_limit = yield from split_content_limit(inputs, llm_kwargs, chatbot, history) + try: + plugin_kwargs['上阶段文件'] = you_say + plugin_kwargs[you_say] = {} + plugin_kwargs[you_say]['原测试用例数据'] = [json.loads(limit)[1:] for limit in content_limit] + plugin_kwargs[you_say]['原测试用例表头'] = json.loads(content_limit[0])[0] + except Exception as f: + print(f'读取原测试用例报错 {f}') + for limit in content_limit: + # 拼接内容与提示词 + plugin_prompt = replace_expected_text(prompt, content=limit, expect='{{{v}}}') + inputs_array.append(plugin_prompt) + inputs_show_user_array.append(you_say) + yield from update_ui(chatbot, history) + return inputs_array, inputs_show_user_array + + +def submit_no_use_ui_task(txt_proc, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, *args): + inputs_show_user = None # 不重复展示 + gpt_say = yield from crazy_utils.request_gpt_model_in_new_thread_with_ui_alive( + inputs=txt_proc, inputs_show_user=inputs_show_user, + llm_kwargs=llm_kwargs, chatbot=chatbot, history=history, + sys_prompt="", refresh_interval=0.1 + ) + gpt_response_collection = [txt_proc, gpt_say] + history.extend(gpt_response_collection) + + +def submit_multithreaded_tasks(inputs_array, inputs_show_user_array, llm_kwargs, chatbot, history, plugin_kwargs): + """ + Args: 提交多线程任务 + inputs_array: 需要提交给gpt的任务列表 + inputs_show_user_array: 显示在user页面上信息 + llm_kwargs: 调优参数 + chatbot: 对话组件 + history: 历史对话 + plugin_kwargs: 插件调优参数 + Returns: 将对话结果返回[输入, 输出] + """ + apply_history, = json_args_return(plugin_kwargs, ['上下文关联'], True) + if apply_history: + history_array = [[history] for _ in range(len(inputs_array))] + else: + history_array = [[] for _ in range(len(inputs_array))] + # 是否要多线程处理 + if len(inputs_array) == 1: + inputs_show_user = None # 不重复展示 + gpt_say = yield from crazy_utils.request_gpt_model_in_new_thread_with_ui_alive( + inputs=inputs_array[0], inputs_show_user=inputs_show_user, + llm_kwargs=llm_kwargs, chatbot=chatbot, history=history_array[0], + sys_prompt="", refresh_interval=0.1 + ) + gpt_response_collection = [inputs_array[0], gpt_say] + history.extend(gpt_response_collection) + else: + gpt_response_collection = yield from crazy_utils.request_gpt_model_multi_threads_with_very_awesome_ui_and_high_efficiency( + inputs_array=inputs_array, + inputs_show_user_array=inputs_show_user_array, + llm_kwargs=llm_kwargs, + chatbot=chatbot, + history_array=history_array, + sys_prompt_array=["" for _ in range(len(inputs_array))], + # max_workers=5, # OpenAI所允许的最大并行过载 + ) + if apply_history: + history.extend(gpt_response_collection) + return gpt_response_collection + + +def func_拆分与提问(file_limit, llm_kwargs, plugin_kwargs, chatbot, history, plugin_prompt, knowledge_base): + many_llm = json_args_return(plugin_kwargs, ['多模型并行'], ) + if many_llm[0]: + llm_kwargs['llm_model'] = "&".join([i for i in many_llm[0].split('&') if i]) + split_content_limit = yield from input_output_processing(file_limit, llm_kwargs, plugin_kwargs, + chatbot, history, kwargs_prompt=plugin_prompt, + knowledge_base=knowledge_base) + inputs_array, inputs_show_user_array = split_content_limit + gpt_response_collection = yield from submit_multithreaded_tasks(inputs_array, inputs_show_user_array, + llm_kwargs, chatbot, history, + plugin_kwargs) + return gpt_response_collection + + +# <---------------------------------------写入文件方法-----------------------------------------> +def file_classification_to_dict(gpt_response_collection): + """ + 接收gpt多线程的返回数据，将输入相同的作为key, gpt返回以列表形式添加到对应的key中，主要是为了区分不用文件的输入 + Args: + gpt_response_collection: 多线程GPT的返回耶 + Returns: {'文件': [结果1， 结果2...], '文件2': [结果1， 结果2...]} + """ + file_classification = {} + for inputs, you_say in zip(gpt_response_collection[1::2], gpt_response_collection[0::2]): + file_classification[you_say] = [] + for inputs, you_say in zip(gpt_response_collection[1::2], gpt_response_collection[0::2]): + file_classification[you_say].append(inputs) + return file_classification + + +def batch_recognition_images_to_md(img_list, ipaddr): + """ + Args: 将图片批量识别然后写入md文件 + img_list: 图片地址list + ipaddr: 用户所属标识 + Returns: [文件list] + """ + temp_list = [] + save_path = os.path.join(init_path.private_files_path, ipaddr, 'ocr_to_md') + for img in img_list: + if os.path.exists(img): + img_content, img_result, _ = reader_fns.ImgHandler(img, save_path).get_paddle_ocr() + temp_file = os.path.join(save_path, + img_content.splitlines()[0][:20] + '.md') + with open(temp_file, mode='w', encoding='utf-8') as f: + f.write(f"{gr_converter_html.html_view_blank(temp_file)}\n\n" + img_content) + temp_list.append(temp_list) + else: + print(img, '文件路径不存在') + return temp_list + + +def name_de_add_sort(response, index=0): + if type(index) is not int: + return response # 如果不是数字下标，那么不排序 + try: + unique_tuples = set(tuple(lst) for lst in response) + de_result = [list(tpl) for tpl in unique_tuples] + d = {} + for i, v in enumerate(de_result): + if len(v) >= index: + if v[index] not in d: + d[v[index]] = i + else: + d[v[len(v)]] = i + de_result.sort(key=lambda x: d[x[index]]) + return de_result + except: + from common.toolbox import trimmed_format_exc + tb_str = '```\n' + trimmed_format_exc() + '```' + print(tb_str) + return response + + +def parsing_json_in_text(txt_data: list, old_case, filter_list: list = 'None----', tags='插件补充的用例', sort_index=0): + response = [] + desc = '\n\n---\n\n'.join(txt_data) + for index in range(len(old_case)): + # 获取所有Json + supplementary_data = reader_fns.MdProcessor(txt_data[index]).json_to_list() + # 兼容一下哈 + if len(txt_data) != len(old_case): index = -1 + # 过滤掉产出带的表头数据 + filtered_supplementary_data = [data for data in supplementary_data + if filter_list[:5] != data[:5] or filter_list[-5:] != data[-5:]] + # 检查 filtered_supplementary_data 是否为空 + if not filtered_supplementary_data: + max_length = 0 # 或其他合适的默认值 + else: + max_length = max(len(lst) for lst in filtered_supplementary_data) + supplement_temp_data = [lst + [''] * (max_length - len(lst)) for lst in filtered_supplementary_data] + for new_case in supplement_temp_data: + if new_case not in old_case[index] and new_case + [tags] not in old_case[index]: + old_case[index].append(new_case + [tags]) + response.extend(old_case[index]) + # 按照名称排列重组 + response = name_de_add_sort(response, sort_index) + return response, desc + + +def result_extract_to_test_cases(gpt_response_collection, llm_kwargs, plugin_kwargs, chatbot, history): + """ + Args: + gpt_response_collection: [输入文件标题， 输出] + llm_kwargs: 调优参数 + plugin_kwargs: 插件调优参数 + chatbot: 对话组件 + history: 对话历史 + file_key: 存入历史文件 + Returns: None + """ + template_file, sheet, sort_index = json_args_return(plugin_kwargs, + ['写入指定模版', '写入指定Sheet', '用例下标排序']) + file_classification = file_classification_to_dict(gpt_response_collection) + chat_file_list = '' + you_say = '准备将测试用例写入Excel中...' + chatbot.append([you_say, chat_file_list]) + yield from update_ui(chatbot, history) + files_limit = {} + for file_name in file_classification: + # 处理md数据 + test_case = reader_fns.MdProcessor(file_classification[file_name]).tabs_to_list() + sort_test_case = name_de_add_sort(test_case, sort_index) + # 正式准备写入文件 + save_path = os.path.join(init_path.private_files_path, llm_kwargs['ipaddr'], 'test_case') + xlsx_handler = reader_fns.XlsxHandler(template_file, output_dir=save_path, sheet=sheet) + xlsx_handler.split_merged_cells() # 先把合并的单元格拆分，避免写入失败 + file_path = xlsx_handler.list_write_to_excel(sort_test_case, save_as_name=long_name_processing(file_name)) + chat_file_list += f'{file_name}生成结果如下:\t {gr_converter_html.html_view_blank(__href=file_path, to_tabs=True)}\n\n' + chatbot[-1] = [you_say, chat_file_list] + yield from update_ui(chatbot, history) + files_limit.update({file_path: file_name}) + return files_limit + + +def result_supplementary_to_test_case(gpt_response_collection, llm_kwargs, plugin_kwargs, chatbot, history): + template_file, sheet, sort_index = json_args_return(plugin_kwargs, + ['写入指定模版', '写入指定Sheet', '用例下标排序']) + if not sheet: + sheet, = json_args_return(plugin_kwargs, ['读取指定Sheet']) + file_classification = file_classification_to_dict(gpt_response_collection) + chat_file_list = '' + you_say = '准备将测试用例写入Excel中...' + chatbot.append([you_say, chat_file_list]) + yield from update_ui(chatbot, history) + files_limit = {} + for file_name in file_classification: + old_file = plugin_kwargs['上阶段文件'] + old_case = plugin_kwargs[old_file].get('原测试用例数据', []) + header = plugin_kwargs[old_file].get('原测试用例表头', []) + test_case, desc = parsing_json_in_text(file_classification[file_name], old_case, filter_list=header, + sort_index=sort_index) + save_path = os.path.join(init_path.private_files_path, llm_kwargs['ipaddr'], 'test_case') + # 写入excel + xlsx_handler = reader_fns.XlsxHandler(template_file, output_dir=save_path, sheet=sheet) + show_file_name = long_name_processing(file_name) + file_path = xlsx_handler.list_write_to_excel(test_case, save_as_name=show_file_name) + # 写入 markdown + md_path = os.path.join(save_path, f"{show_file_name}.md") + reader_fns.MdHandler(md_path).save_markdown(desc) + chat_file_list += f'{show_file_name}生成结果如下:\t {gr_converter_html.html_view_blank(__href=file_path, to_tabs=True)}\n\n' \ + f'{show_file_name}补充思路如下：\t{gr_converter_html.html_view_blank(__href=md_path, to_tabs=True)}\n\n---\n\n' + chatbot[-1] = [you_say, chat_file_list] + yield from update_ui(chatbot, history) + files_limit.update({file_path: file_name}) + return files_limit + + +def result_converter_to_flow_chart(gpt_response_collection, llm_kwargs, plugin_kwargs, chatbot, history): + """ + Args: 将输出结果写入md，并转换为流程图 + gpt_response_collection: [输入、输出] + llm_kwargs: 调优参数 + chatbot: 对话组件 + history: 历史对话 + Returns: + None + """ + file_classification = file_classification_to_dict(gpt_response_collection) + file_limit = {} + chat_file_list = '' + you_say = '请将Markdown结果转换为流程图~' + chatbot.append([you_say, chat_file_list]) + for file_name in file_classification: + inputs_count = '' + for value in file_classification[file_name]: + inputs_count += str(value).replace('```', '') # 去除头部和尾部的代码块, 避免流程图堆在一块 + save_path = os.path.join(init_path.private_files_path, llm_kwargs['ipaddr']) + md_file = os.path.join(save_path, f"{long_name_processing(file_name)}.md") + html_file = reader_fns.MdHandler(md_path=md_file, output_dir=save_path).save_mark_map() + chat_file_list += "View: " + gr_converter_html.html_view_blank(md_file, to_tabs=True) + \ + '\n\n--- \n\n View: ' + gr_converter_html.html_view_blank(html_file) + chatbot.append([you_say, chat_file_list]) + yield from update_ui(chatbot=chatbot, history=history, msg='成功写入文件！') + file_limit.update({md_file: file_name}) + # f'tips: 双击空白处可以放大～\n\n' f'{html_iframe_code(html_file=html)}' 无用，不允许内嵌网页了 + return file_limit + + +def result_written_to_markdown(gpt_response_collection, llm_kwargs, plugin_kwargs, chatbot, history, stage=''): + """ + Args: 将输出结果写入md + gpt_response_collection: [输入、输出] + llm_kwargs: 调优参数 + chatbot: 对话组件 + history: 历史对话 + Returns: + None + """ + file_classification = file_classification_to_dict(gpt_response_collection) + file_limit = [] + chat_file_list = '' + you_say = '请将Markdown结果写入文件中...' + chatbot.append([you_say, chat_file_list]) + for file_name in file_classification: + inputs_all = '' + for value in file_classification[file_name]: + inputs_all += value + md = write_markdown(data=inputs_all, hosts=llm_kwargs['ipaddr'], + file_name=long_name_processing(file_name) + stage) + chat_file_list = f'markdown已写入文件，下次使用插件可以直接提交markdown文件啦 {gr_converter_html.html_view_blank(md, to_tabs=True)}' + chatbot[-1] = [you_say, chat_file_list] + yield from update_ui(chatbot=chatbot, history=history, msg='成功写入文件！') + file_limit.append(md) + return file_limit + + +def check_url_domain_cloud(link_limit): + wps_links = split_domain_url(link_limit, domain_name=[get_conf('WPS_BASE_HOST'), 'wps']) + qq_link = split_domain_url(link_limit, domain_name=[get_conf('QQ_BASE_HOST')]) + feishu_link = split_domain_url(link_limit, domain_name=[get_conf('FEISHU_BASE_HOST')]) + project_link = split_domain_url(link_limit, domain_name=[get_conf('PROJECT_BASE_HOST')]) + return wps_links, qq_link, feishu_link, project_link + + +def detach_cloud_links(link_limit, llm_kwargs, valid_types): + fp_mapping = {} + save_path = os.path.join(init_path.private_files_path, llm_kwargs['ipaddr']) + wps_links, qq_link, feishu_link, project_link = check_url_domain_cloud(link_limit) + wps_status, qq_status, feishu_status = '', '', '' + try: + # wps云文档下载 + wps_status, wps_mapping = reader_fns.get_kdocs_from_limit(wps_links, save_path, llm_kwargs.get('wps_cookies')) + fp_mapping.update(wps_mapping) + except Exception as e: + error = trimmed_format_exc() + wps_status += f'# 下载WPS文档出错了 \n ERROR: {error} \n' + + try: + # qq云文档下载 + qq_status, qq_mapping = reader_fns.get_qqdocs_from_limit(qq_link, save_path, llm_kwargs.get('qq_cookies')) + fp_mapping.update(qq_mapping) + except Exception as e: + error = trimmed_format_exc() + wps_status += f'# 下载QQ文档出错了 \n ERROR: {error}' + + try: + # 飞书云文档下载 + feishu_status, feishu_mapping = reader_fns.get_feishu_from_limit(feishu_link, save_path, + llm_kwargs.get('feishu_header')) + fp_mapping.update(feishu_mapping) + except Exception as e: + error = trimmed_format_exc() + wps_status += f'# 下载飞书文档出错了 \n ERROR: {error}' + + try: + # 飞书项目转换 + feishu_status, feishu_mapping = reader_fns.get_project_from_limit(project_link, save_path, + llm_kwargs.get('project_config')) + fp_mapping.update(feishu_mapping) + except Exception as e: + error = trimmed_format_exc() + wps_status += f'# 解析飞书项目出错了 \n ERROR: {error}' + + download_status = '' + if wps_status or qq_status or feishu_status: + download_status = "\n".join([wps_status, qq_status, feishu_status]).strip('\n') + # 筛选文件 + for fp in fp_mapping: + if fp.split('.')[-1] not in valid_types and valid_types != ['*']: + download_status += '\n\n' + f'过滤掉了`{fp_mapping[fp]}`，因为不是插件能够接收处理的文件类型`{valid_types}`' + fp_mapping.pop(fp) # 过滤不能处理的文件 + + return fp_mapping, {'status': download_status} + + +def content_img_vision_analyze(content: str, chatbot, history, llm_kwargs, plugin_kwargs): + ocr_switch, = json_args_return(plugin_kwargs, ['开启OCR']) + cor_cache = llm_kwargs.get('ocr_cache', False) + img_mapping = extract_link_pf(content, valid_img_extensions) + gpt_old_say = chatbot[-1][1] + vision_format = gr_converter_html.get_fold_panel() + # 如果开启了OCR，并且文中存在图片链接，处理图片 + if ocr_switch and img_mapping: + vision_loading_statsu = {os.path.basename(i): "Loading..." for i in img_mapping} + chatbot[-1][1] = gpt_old_say + vision_format(f'检测到识图开关为`{ocr_switch}`，正在识别图片中的文字...', + vision_loading_statsu) + yield from update_ui(chatbot=chatbot, history=history) + # 识别图片中的文字 + save_path = os.path.join(init_path.private_files_path, llm_kwargs['ipaddr']) + if isinstance(ocr_switch, dict): # 如果是字典，那么就是自定义OCR参数 + ocr_switch_copy = copy.deepcopy(llm_kwargs) + ocr_switch_copy.update(ocr_switch) + vision_submission = reader_fns.submit_threads_img_handle(img_mapping, save_path, cor_cache, ocr_switch_copy) + filed_sum = 0 + for t in vision_submission: + base_name = os.path.basename(t) + try: + img_content, img_path, status = vision_submission[t].result() + + vision_loading_statsu.update({base_name: img_content}) + chatbot[-1][1] = gpt_old_say + vision_format(f'检测到识图开关为`{ocr_switch}`，正在识别图片中的文字...', + vision_loading_statsu) + yield from update_ui(chatbot=chatbot, history=history) + if not status or status == '本次识别结果读取数据库缓存': # 出现异常，不替换文本 + content = content.replace(img_mapping[t], + f'[{img_mapping[t]}]\n{base_name}图片识别结果：\n{img_content}') + else: + filed_sum += 1 + logger.warning(f'{img_mapping[t]} 识别失败，跳过，error: {status}') + except Exception as e: + filed_sum += 1 + status = f'`{t}` `{trimmed_format_exc()}` 识别失败，过滤这个图片\n\n' + vision_loading_statsu.update({base_name: status}) # 错误展示完整路径 + chatbot[-1][1] = gpt_old_say + vision_format(f'啊哦，有文件失败了哦', vision_loading_statsu) + yield from update_ui(chatbot=chatbot, history=history) + + chatbot[-1][1] = gpt_old_say + vision_format( + f'图片识别完成, 共{len(vision_submission)}张图片，识别失败`{filed_sum}`', vision_loading_statsu, 'Done') + yield from update_ui(chatbot=chatbot, history=history, msg='Done') + return content.replace(init_path.base_path, 'file=.') # 增加保障，防止路径泄露 + + +def content_clear_links(user_input, clear_fp_map, clear_link_map): + """清除文本中已处理的链接""" + for link in clear_link_map: + user_input = user_input.replace(link, '') + for pf in clear_fp_map: + user_input = user_input.replace(clear_fp_map[pf], '') + return user_input + + +def input_retrieval_file(user_input, llm_kwargs, valid_types): + # 网络链接 + fp_mapping, download_status = detach_cloud_links(user_input, llm_kwargs, valid_types) + # 本地文件 + fp_mapping.update(extract_link_pf(user_input, valid_types)) + return fp_mapping, download_status + + +def user_input_embedding_content(user_input, chatbot, history, llm_kwargs, plugin_kwargs, valid_types): + embedding_content = [] # 对话内容 + yield from update_ui(chatbot=chatbot, history=history, msg='🕵🏻‍超级侦探，正在办案～') + if plugin_kwargs.get('embedding_content'): + embedding_content = plugin_kwargs['embedding_content'] + plugin_kwargs['embedding_content'] = '' # 用了即刻丢弃 + else: + chatbot.append([user_input, '']) + download_format = gr_converter_html.get_fold_panel() + chatbot[-1][1] = download_format(title='检测提交是否存在需要解析的文件或链接...', content='') + yield from update_ui(chatbot=chatbot, history=history, msg='Reader loading...') + fp_mapping, download_status = input_retrieval_file(user_input, llm_kwargs, valid_types) + download_status.update(fp_mapping) + if fp_mapping: + chatbot[-1][1] = download_format(title='链接解析完成', content=download_status, status='Done') + elif download_status.get('status'): + chatbot[-1][1] = download_format(title='解析链接失败，请检查报错', content=download_status.get('status'), status='Done') + content_mapping = yield from file_extraction_intype(fp_mapping, chatbot, history, llm_kwargs, plugin_kwargs) + for content_fp in content_mapping: # 一个文件一个对话 + file_content = content_mapping[content_fp] + # 将解析的数据提交到正文 + input_handle = user_input.replace(fp_mapping[content_fp], str(file_content)) + # 将其他文件链接清除 + user_clear = content_clear_links(input_handle, fp_mapping, content_mapping) + # 识别图片链接内容 + complete_input = yield from content_img_vision_analyze(user_clear, chatbot, history, + llm_kwargs, plugin_kwargs) + embedding_content.extend([os.path.basename(content_fp), complete_input]) + if not content_mapping: + if len(user_input) > 100: # 没有探测到任何文件，并且提交大于50个字符，那么运行往下走 + chatbot[-1][1] = download_format(title='没有检测到任何文件', content=download_status, status='Done') + yield from update_ui(chatbot=chatbot, history=history, msg='没有探测到文件') + # 识别图片链接内容 + complete_input = yield from content_img_vision_analyze(user_input, chatbot, history, + llm_kwargs, plugin_kwargs) + embedding_content.extend([long_name_processing(user_input), complete_input]) + else: + devs_document = get_conf('devs_document') + status = '\n\n没有探测到任何文件，并且提交字符少于50，无法完成后续任务' \ + f'请在输入框中输入需要解析的云文档链接或本地文件地址，如果有多个文档则用换行或空格隔开，然后再点击对应的插件\n\n' \ + f'插件支持解析文档类型`{valid_types}`' \ + f"有问题？请联系`@spike` or 查看开发文档{devs_document}" + if chatbot[-1][1] is None: + chatbot[-1][1] = status + chatbot[-1][1] += status + yield from update_ui(chatbot=chatbot, history=history, msg='没有探测到数据') + return [] + kb_upload, = json_args_return(plugin_kwargs, ['自动录入知识库']) + files_list = [i for i in content_mapping if os.path.exists(i)] + if kb_upload and files_list: + kb_doc_api.upload_docs_simple(files=files_list, knowledge_base_name=kb_upload) + return embedding_content + + +if __name__ == '__main__': + test = [1, 2, 3, 4, [12], 33, 1] diff --git a/crazy_functions/reader_fns/docs_feishu.py b/crazy_functions/reader_fns/docs_feishu.py new file mode 100644 index 000000000..fa6d81200 --- /dev/null +++ b/crazy_functions/reader_fns/docs_feishu.py @@ -0,0 +1,175 @@ +# encoding: utf-8 +# @Time : 2024/1/3 +# @Author : Spike +# @Descr : 飞书云文档 +import requests +from common.func_box import split_parse_url, local_relative_path +from shared_utils.config_loader import get_conf +from common.path_handler import init_path +import os +import json + + +class Feishu: + + def __init__(self, url, headers=None): + self.url = url + if headers: + self.header_cookies = headers + if isinstance(headers, str): + self.header_cookies = json.loads(headers) + else: + self.header_cookies = get_conf('FEISHU_HEADER_COOKIE') + self.base_host = f'https://{get_conf("FEISHU_BASE_HOST")}' + self.share_tag = split_parse_url(url, None, 3) + self.share_file_type = split_parse_url(url, None, 2) + self.is_folder = True if 'folder' == self.share_tag else False + if self.is_folder: + self.share_tag = split_parse_url(url, None, 4) + self.header_cookies.update({'referer': f'{self.base_host}/{self.share_file_type}/{self.share_tag}'}) + self.file_download_url = 'https://internal-api-drive-stream.feishu.cn/space/api/box/stream/download/all/%t/' + self.file_mapping = { + 'docx': 'docx', + 'sheet': 'xlsx', + 'file': False, + 'wiki': 'docx', + # 'bitable': 'xlsx' 这较难支持，。。。 + } + self.type_need_mapping = { + 'wiki': 'docx', + } + self.folder_obj_mapping = {} + + def __submit_download_task(self): + """提交下载任务""" + share_tag = self.share_tag if self.share_file_type != 'wiki' else self.query_wiki_docs_id() + share_file_type = self.type_need_mapping.get(self.share_file_type) if self.type_need_mapping.get( + self.share_file_type) else self.share_file_type + json_data = { + 'token': share_tag, + 'type': share_file_type, + 'file_extension': self.file_mapping[self.share_file_type], + 'event_source': '1' if self.share_file_type == 'wiki' else '6', + 'need_comment': True, + } + response = requests.post( + f'{self.base_host}/space/api/export/create/', + headers=self.header_cookies, + json=json_data, verify=False + ).json() + if not response.get('data'): + raise ValueError(json.dumps(response)) + return response['data']['ticket'], response['data']['job_timeout'] + + def query_wiki_docs_id(self): + """查询wiki文档""" + params = { + 'wiki_token': self.share_tag, + } + response = requests.get( + f'{self.base_host}/space/api/wiki/v2/tree/get_info', + params=params, verify=False, + headers=self.header_cookies) + + return response.json()['data']['tree']['nodes'][self.share_tag]['obj_token'] + + def query_folder_list(self, token, deep_link=False): + """ + Args: + token: 文件夹token + deep_link: 是否递归查询 + Returns: + """ + params = {"token": token} + response = requests.get( + f'{self.base_host}/space/api/explorer/v3/children/list/', + params=params, verify=False, + headers=self.header_cookies).json() + nodes = response['data']['entities']['nodes'] + for i in nodes: + if Feishu(nodes[i]['url']).is_folder: + if deep_link: + self.query_folder_list(nodes[i]['obj_token'], deep_link) + else: + self.folder_obj_mapping[nodes[i]['obj_token']] = nodes[i]['url'] + return self.folder_obj_mapping + + def query_download_task(self): + """查询下载任务状态""" + params = { + 'token': self.share_tag, + 'type': self.share_file_type, + 'synced_block_host_token': self.share_tag, + 'synced_block_host_type': '22', + } + if self.file_mapping[self.share_file_type]: # 支持转换提交转换任务 + ticket_id, time_out = self.__submit_download_task() + for i in range(time_out): + response = requests.get( + f'{self.base_host}/space/api/export/result/{ticket_id}', + params=params, verify=False, + headers=self.header_cookies, + ).json() + if response['data']['result']['file_token']: + file_name = response['data']['result']['file_name'] + file_type = response['data']['result']['file_extension'] + file_download_url = response['data']['result']['file_token'] + return self.file_download_url.replace('%t', file_download_url), file_name + "." + file_type + else: # 不支持转换的默认直接下载 + return self.file_download_url.replace('%t', self.share_tag), self.get_docs_file_name() + + def get_docs_file_name(self): + """获取文件名""" + params = { + 'obj_token': self.share_file_type, + 'obj_type': '12', + } + response = requests.get( + f'{self.base_host}/space/api/explorer/v2/obj/path/', + params=params, verify=False, + headers=self.header_cookies, + ).json() + return response['data']['entities']['nodes']['name'] + + +def get_feishu_file(link, project_folder, header=None): + feishu_docs = Feishu(link, header) + file_mapping = {} + file_download_mapping = {} + if feishu_docs.is_folder: + folder_obj_mapping = feishu_docs.query_folder_list(feishu_docs.share_tag) + for obj, link in folder_obj_mapping.items(): + file_download_url, file_name = Feishu(link, header).query_download_task() + file_download_mapping[file_download_url] = file_name + else: + file_download_url, file_name = feishu_docs.query_download_task() + file_download_mapping[file_download_url] = file_name + for url, name in file_download_mapping.items(): + if url: + file_path = os.path.join(project_folder, name) + resp = requests.get(url=url, headers=feishu_docs.header_cookies, verify=False) + with open(file_path, mode='wb') as f: + f.write(resp.content) + file_mapping.update({local_relative_path(file_path): link}) + return file_mapping + + +def get_feishu_from_limit(link_limit, project_folder, header=None): + """ + Args: + link_limit: kudos 文件分享码 + project_folder: 存放地址 + header: 飞书cookie + Returns: + """ + success = '' + file_mapping = {} + project_folder = os.path.join(project_folder, 'feishu') + os.makedirs(project_folder, exist_ok=True) + for limit in link_limit: + file_mapping.update(get_feishu_file(limit, project_folder, header)) + return success, file_mapping + + +if __name__ == '__main__': + pass \ No newline at end of file diff --git a/crazy_functions/reader_fns/docs_kingsoft.py b/crazy_functions/reader_fns/docs_kingsoft.py new file mode 100644 index 000000000..a94441017 --- /dev/null +++ b/crazy_functions/reader_fns/docs_kingsoft.py @@ -0,0 +1,495 @@ +# encoding: utf-8 +# @Time : 2023/7/29 +# @Author : Spike +# @Descr : 金山云文档 +import os +import re +import time +import json +import requests +import urllib.parse + +from bs4 import BeautifulSoup +from common.toolbox import get_conf, extract_archive +from common.func_box import split_parse_url, local_relative_path, valid_img_extensions +from crazy_functions.crazy_utils import get_files_from_everything + + +class Kdocs: + + def __init__(self, url, cookies=None): + if cookies: + self.cookies = cookies + if isinstance(cookies, str): + self.cookies = json.loads(cookies) + else: + self.cookies = get_conf('WPS_COOKIES') + self.url = url + self.base_host = get_conf('WPS_BASE_HOST') + self.headers = { + 'accept-language': 'en-US,en;q=0.9,ja;q=0.8', + 'content-type': 'text/plain;charset=UTF-8', + 'x-csrf-rand': '', + 'accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.7'} + self.ex_headers = { + 'Host': self.base_host, + 'accept': 'application/json, text/plain, */*', + 'content-type': 'application/json', + 'sec-ch-ua-platform': '"macOS"', + 'origin': f'https://{self.base_host}', + } + self.dzip_header = { + 'Host': 'kdzip-download.kdocs.cn', + 'user-agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Safari/537.36 Edg/114.0.1823.82', + 'accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.7', + + } + self.parm_otl_data = {"connid": "", + "args": {"password": "", "readonly": False, "modifyPassword": "", "sync": True, + "startVersion": 0, "endVersion": 0}, + "ex_args": {"queryInitArgs": {"enableCopyComments": False, "checkAuditRule": False}}, + "group": "", "front_ver": ""} + + self.tol_url = f'https://{self.base_host}/api/v3/office/file/%v/open/otl' + self.shapes_url = f'https://{self.base_host}/api/v3/office/file/%v/attachment/shapes' + self.kdocs_download_url = 'https://drive.kdocs.cn/api/v5/groups/%g/files/%f/download?isblocks=false&support_checksums=md5,sha1,sha224,sha256,sha384,sha512' + self.drive_download_url = 'https://drive.wps.cn/api/v3/groups/%g/files/%f/download?isblocks=false' + self.group_url = 'https://drive.wps.cn/api/v5/links/%v?review=true' + self.export_url = f'https://{self.base_host}/api/v3/office/file/%f/export/%t/result' + self.preload_url = f'https://{self.base_host}/api/v3/office/file/%f/export/%t/preload' + self.bulk_download_url = f'https://{self.base_host}/kfc/batch/v2/files/download' + self.bulk_continue_url = f'https://{self.base_host}/kfc/batch/v2/files/download/continue' + self.task_result_url = f'https://{self.base_host}/kfc/batch/v2/files/download/progress' + self.file_comments_ulr = f'https://{self.base_host}/api/v3/office/outline/file/%f/comment' + self.url_share_tag = split_parse_url(url, ['l']) + self.url_dirs_tag = split_parse_url(url, ['ent']) + if self.url_share_tag: + self.file_info_parm = self.get_file_info_parm() + self.docs_old_type = ['.docs', '.doc', '.pptx', '.ppt', '.xls', '.xlsx', '.pdf', '.csv', '.txt', '.pom', '.pof', + '.xmind'] + self.to_img_type = {'.pom': '.png', '.pof': '.png'} + self.media_type = ['.mp4', '.m4a', '.wav', '.mpga', '.mpeg', '.mp3', '.avi', '.mkv', '.flac', '.aac'] + self.smart_type = {'.otl': 'pdf', '.ksheet': 'xlsx'} + + def get_file_info_html(self): + """ + 获取传递过来的文档HTML信息 + Returns: + HTML信息 + """ + response = requests.get(self.url, cookies=self.cookies, headers=self.headers, verify=False) + return response.text + + def get_file_info_parm(self): + # 获取分享文件info信息 + response = requests.get(self.group_url.replace("%v", self.url_share_tag), + cookies=self.cookies, + headers=self.headers, verify=False).json() + try: + file_info = response['fileinfo'] + except KeyError: + file_info = {} + return file_info + + def submit_batch_download_tasks(self): + # 提交目录转换任务 + params_continue = {"task_id": "", "download_as": [ + {"suffix": ".otl", "as": ".pdf"}, + {"suffix": ".ksheet", "as": ".xlsx"}, + {"suffix": ".pof", "as": ".png"}, + {"suffix": ".pom", "as": ".png"}]} + parm_bulk_download = {'file_ids': [], 'csrfmiddlewaretoken': self.cookies['csrf']} + parm_bulk_download.update({'file_ids': [self.url_dirs_tag]}) + dw_response = requests.post(self.bulk_download_url, cookies=self.cookies, headers=self.ex_headers, + json=parm_bulk_download, verify=False).json() + if dw_response.get('data', False): + task_id = dw_response['data']['task_id'] + task_info = dw_response['data'].get('online_file'), dw_response['data'].get('online_fnum') + else: + print(dw_response['result']) + task_id = None + task_info = None + if task_id: + params_continue.update({'task_id': task_id}) + requests.post(self.bulk_continue_url, cookies=self.cookies, headers=self.ex_headers, + json=params_continue, verify=False).json() + return task_id, task_info + + def polling_batch_download_tasks(self, task_id): + # 轮询任务状态，提取下载链接 + params_task = {'task_id': task_id} + link = '' + faillist = '' + if task_id: + for i in range(600): + response = requests.get(url=self.task_result_url, + params=params_task, + cookies=self.cookies, + headers=self.ex_headers, verify=False).json() + if response['data'].get('url', False): + link = response['data'].get('url', '') + faillist = str(response['data'].get('faillist', '')) + break + time.sleep(3) + return link, faillist + + def wps_file_download(self, url): + # 需要wpscookie文件下载 + response = requests.get(url=url, cookies=self.cookies, headers=self.dzip_header, verify=False) + return response + + def document_aggregation_download(self, file_type=''): + + link_name = self.file_info_parm['fname'] + for t in self.to_img_type: + if t in link_name: + link_name = link_name + self.to_img_type[t] + link = '' + for t in self.docs_old_type: + if t in link_name and file_type in link_name: + link = self.get_docs_old_link() + for t in self.media_type: + if t in link_name and file_type in link_name: + link = self.get_media_link() + for t in self.smart_type: + if file_type == self.smart_type[t]: + file_type = t + if t in link_name and file_type in link_name: + link = self.get_kdocs_intelligence_link(type=self.smart_type[t]) + link_name = link_name + f".{self.smart_type[t]}" + return link, link_name + + def get_media_link(self): + # 媒体文件下载 + response = requests.get(self.drive_download_url.replace("%g", str(self.file_info_parm['groupid']) + ).replace('%f', str(self.file_info_parm['id'])), + cookies=self.cookies, + headers=self.headers, verify=False) + link = response.json()['fileinfo']['url'] + return self.url_decode(link) + + def get_docs_old_link(self): + # ppt、doc、pdf、xls下载 + response = requests.get(self.kdocs_download_url.replace("%g", str(self.file_info_parm['groupid']) + ).replace('%f', str(self.file_info_parm['id'])), + cookies=self.cookies, + headers=self.headers, verify=False) + try: + link = response.json()['fileinfo']['url'] + except: + link = response.json()['url'] + return self.url_decode(link) + + def get_comments_desc(self, tag: list): + comm_url = self.file_comments_ulr.replace('%f', self.url_share_tag) + if tag: + comm_url += f'?pageno=0&size=100&sids={",".join(tag)}' + response = requests.get(comm_url, headers=self.headers, + cookies=self.cookies, verify=False) + selections = response.json()['selections'] + comments_desc = {} + for desc in selections: + comments_desc[desc['selection_text']] = '' + for i in desc['comments']: + user_ = '' + if i.get('user_info'): + user_ = i['user_info']['name'] + ':' + reverse_order = f"\n> {user_} {i['comment']['content']['text']}" + comments_desc[desc['selection_text']] + comments_desc[desc['selection_text']] = reverse_order + return comments_desc + + def get_kdocs_intelligence_link(self, type='xlsx'): + # 智能文档下载 + self.parm_export_preload = {"ver": "56"} + response_task = requests.post( + self.preload_url.replace('%f', str(self.file_info_parm['id'])).replace('%t', type), + cookies=self.cookies, + headers=self.ex_headers, + json=self.parm_export_preload, verify=False + ) + self.parm_export_preload.update(response_task.json()) + for i in range(20): + response_link = requests.post( + self.export_url.replace('%f', str(self.file_info_parm['id'])).replace('%t', type), + cookies=self.cookies, + headers=self.ex_headers, + json=self.parm_export_preload, verify=False + ) + if response_link.json()['status'] == 'finished': + return response_link.json()['data']['url'] + return None + + def get_file_content(self): + """ + 爬虫解析文档内容 + Returns: + 文档内容 + """ + otl_url_str = self.url_share_tag + if otl_url_str is None: return + html_content = self.get_file_info_html() + self.bs4_file_info(html_content) # 调用 bs4_file_info() 方法解析 html_content，获取文件信息# 更新类的parm_data 和 headers + json_data = json.dumps(self.parm_otl_data) + response = requests.post( + str(self.tol_url).replace('%v', otl_url_str), + cookies=self.cookies, + headers=self.headers, + data=json_data, verify=False) + return response.json(), response.text + + def get_file_pic_url(self, pic_dict: dict): + parm_shapes_data = {"objects": [], "expire": 86400000, "support_webp": True, "with_thumbnail": True, + "support_lossless": True} + otl_url_str = self.url_share_tag + if otl_url_str is None: return + for pic in pic_dict: + pic_parm = {'attachment_id': pic, "imgId": pic_dict[pic], "max_edge": 1180, "source": ""} + parm_shapes_data['objects'].append(pic_parm) + json_data = json.dumps(parm_shapes_data) + response = requests.post( + str(self.shapes_url).replace('%v', otl_url_str), + cookies=self.cookies, + headers=self.headers, + data=json_data, verify=False) + url_data = response.json()['data'] + for pic in url_data: + try: + pic_dict[pic] = self.url_decode(url_data[pic]['url']) + except Exception as f: + pass + return pic_dict + + @staticmethod + def url_decode(url): + decoded_url = urllib.parse.unquote(url) + return decoded_url + + def bs4_file_info(self, html_str): + """ + bs4爬虫文档信息，没有这个可不行🤨 + Args: + html_str: HTML信息 + Returns: + {'connid': 文档id, 'group': 文档的群组, 'front_ver': 文档版本} + """ + html = BeautifulSoup(html_str, "html.parser") + # Find all script tags in the HTML + script_tags = html.find_all("script") + json_string = None + # Iterate through script tags to find the one containing required data + for tag in script_tags: + if tag.string and "window.__WPSENV__" in tag.string: + json_string = re.search(r"window\.__WPSENV__=(.*);", tag.string).group(1) + break + if json_string: + # Load the JSON data from the found string + json_data = json.loads(json_string) + file_connid = json_data['conn_id'] + file_group = json_data['user_group'] + file_front_ver = json_data['file_version'] + file_id = json_data['root_file_id'] + group_id = json_data['file_info']['file']['group_id'] + self.headers['x-csrf-rand'] = json_data['csrf_token'] + self.parm_otl_data.update({'connid': file_connid, 'group': file_group, 'front_ver': file_front_ver, + 'file_id': file_id, 'group_id': group_id}) + return True + else: + return None + + +class KingsoftSmart: + + def __init__(self): + self.find_keys_type = 'type' + self.find_picture_source = ['caption', 'imgID', 'sourceKey'] + self.find_document_source = ['wpsDocumentLink', 'wpsDocumentName', 'wpsDocumentType'] + self.find_document_tags = ['WPSDocument'] + self.find_picture_tags = ['picture', 'processon'] + self.picture_format = valid_img_extensions + self.comments = [] + + def find_all_text_keys(self, dictionary, parent_type=None, text_values=None, filter_type=''): + """ + Args: + dictionary: 字典或列表 + parent_type: 匹配的type，作为新列表的key，用于分类 + text_values: 存储列表 + filter_type: 当前层级find_keys_type==filter_type时，不继续往下嵌套 + Returns: + text_values和排序后的context_ + """ + # 初始化 text_values 为空列表，用于存储找到的所有text值 + if text_values is None: + text_values = [] + # 如果输入的dictionary不是字典类型，返回已收集到的text值 + if not isinstance(dictionary, dict): + return text_values + # 获取当前层级的 type 值 + current_type = dictionary.get(self.find_keys_type, parent_type) + # 如果字典中包含 'text' 或 'caption' 键，将对应的值添加到 text_values 列表中 + if 'comments' in dictionary: + temp = dictionary.get('comments', []) + for t in temp: + if type(t) is dict: + self.comments.append(t.get('key')) + if 'text' in dictionary: + content_value = dictionary.get('text', None) + text_values.append({current_type: content_value}) + if 'caption' in dictionary: + temp = {} + for key in self.find_picture_source: + temp[key] = dictionary.get(key, None) + text_values.append({current_type: temp}) + if 'wpsDocumentId' in dictionary: + temp = {} + for key in self.find_document_source: + temp[key] = dictionary.get(key, None) + text_values.append({current_type: temp}) + # 如果当前类型不等于 filter_type，则继续遍历子级属性 + if current_type != filter_type: + for key, value in dictionary.items(): + if isinstance(value, dict): + self.find_all_text_keys(value, current_type, text_values, filter_type) + elif isinstance(value, list): + for item in value: + if isinstance(item, dict): + self.find_all_text_keys(item, current_type, text_values, filter_type) + return text_values + + def statistical_results(self, text_values, img_proce=False): + """ + Args: 提取爬虫内嵌图片、文件等等信息 + text_values: dict + img_proce: 图片标识 + Returns: （元数据， 组合数据， 图片dict， 文件dict） + """ + context_ = [] + pic_dict = {} + file_dict = {} + for i in text_values: + for key, value in i.items(): + if key in self.find_picture_tags: + if img_proce: + mark = f'{key}"""\n{value["sourceKey"]}\n"""\n' + if value["caption"]: mark += f'\n{key}:{value["caption"]}\n\n' + context_.append(mark) + pic_dict[value['sourceKey']] = value['imgID'] + else: + if value["caption"]: context_.append(f'{key}描述: {value["caption"]}\n') + pic_dict[value['sourceKey']] = value['imgID'] + elif key in self.find_document_tags: + mark = f'{value["wpsDocumentName"]}: {value["wpsDocumentLink"]}' + file_dict.update({value["wpsDocumentName"]: value["wpsDocumentLink"]}) + context_.append(mark) + else: + context_.append(value) + context_ = '\n'.join(context_) + return text_values, context_, pic_dict, file_dict + + +def if_kdocs_url_isap(url): + kdocs = Kdocs(url) + if 'otl' in kdocs.file_info_parm['fname']: + return True + return False + + +def get_docs_content(url, image_processing=False): + """ + Args: 爬虫程序，通过拿到分享链接提取文档内信息 + url: 文档url + image_processing: 是否开始OCR + Returns: + """ + kdocs = Kdocs(url) + utils = KingsoftSmart() + json_data, json_dict = kdocs.get_file_content() + text_values = utils.find_all_text_keys(json_data, filter_type='') + + _all, content, pic_dict, file_dict = utils.statistical_results(text_values, img_proce=image_processing) + pic_dict_convert = kdocs.get_file_pic_url(pic_dict) + empty_picture_count = sum(1 for item in _all if 'picture' in item and not item['picture']['caption']) + # 提取补充说明 + desc_tag = utils.comments + comments_desc = kdocs.get_comments_desc(tag=desc_tag) + for key in comments_desc: + index = content.find(key) + len(key) + content = content[:index] + f"\n 补充说明: {comments_desc[key]}" + content[index:] + return _all, content, empty_picture_count, pic_dict_convert, file_dict + + +def get_kdocs_dir(limit, project_folder, cookies=None): + """ + Args: + limit: 文档目录路径 + cookies: + project_folder: 写入的文件 + Returns: [文件列表], 目录内文件信息, 失败信息 + """ + kdocs = Kdocs(limit, cookies) + task_id, task_info = kdocs.submit_batch_download_tasks() + link, task_faillist = kdocs.polling_batch_download_tasks(task_id) + resp = kdocs.wps_file_download(link) + content = resp.content + temp_file = os.path.join(project_folder, kdocs.url_dirs_tag + '.zip') + with open(temp_file, 'wb') as f: + f.write(content) + decompress_directory = os.path.join(project_folder, 'extract', kdocs.url_dirs_tag) + extract_archive(temp_file, decompress_directory) + file_list = [] + file_mapping = {} + success, file_manifest = get_files_from_everything(decompress_directory, '', project_folder) + file_list.extend(file_manifest) + for fp in file_list: + file_mapping[local_relative_path(fp)] = limit + return file_mapping, task_info, task_faillist + + +def get_kdocs_files(limit, project_folder, cookies=None): + """ + Args: + limit: 金山文档分享文件地址 + cookies: + project_folder: 存储地址 + Returns: [提取的文件list] + """ + kdocs = Kdocs(limit, cookies) + link, name = kdocs.document_aggregation_download(file_type='') + tag = kdocs.url_share_tag + if link: + resp = requests.get(url=link, verify=False) + content = resp.content + else: + return None + if content: + tag_path = os.path.join(project_folder, tag) + temp_file = os.path.join(os.path.join(project_folder, tag, name)) + os.makedirs(tag_path, exist_ok=True) + with open(temp_file, 'wb') as f: + f.write(content) + return {local_relative_path(temp_file): limit} + + +def get_kdocs_from_limit(link_limit, project_folder, cookies=None): + """ + Args: + cookies: + link_limit: kudos 文件分享链接 + project_folder: 存放地址 + Returns: + """ + file_mapping = {} + success = '' + project_folder = os.path.join(project_folder, 'k_docs') + for limit in link_limit: + if '/ent/' in limit: + files, info, fail = get_kdocs_dir(limit, project_folder, cookies) + file_mapping.update(files) + success += f"{limit}文件信息如下：{info}\n\n 下载任务状况：{fail}\n\n" + else: + file_mapping.update(get_kdocs_files(limit, project_folder, cookies)) + return success, file_mapping + + +if __name__ == '__main__': + pass diff --git a/crazy_functions/reader_fns/docs_qqdocs.py b/crazy_functions/reader_fns/docs_qqdocs.py new file mode 100644 index 000000000..6c0013fc2 --- /dev/null +++ b/crazy_functions/reader_fns/docs_qqdocs.py @@ -0,0 +1,132 @@ +# encoding: utf-8 +# @Time : 2023/9/2 +# @Author : Spike +# @Descr : 腾讯云文档 +import re +import json +import os +import requests +from common.func_box import local_relative_path, split_parse_url +from common.toolbox import get_conf + + +class QQDocs: + + def __init__(self, link, cookies=None): + if cookies: + if isinstance(cookies, str): + self.cookies = json.loads(cookies) + self.cookies = cookies + else: + self.cookies = get_conf('QQ_COOKIES') + self._hosts = 'docs.qq.com' + self.link = link + self.link_id = split_parse_url(link, None, index=3) + self.file_info_dict = {'tag': '',} + self.base_host = get_conf('QQ_BASE_HOST') + self.file_info_header = { + 'Host': self._hosts, + 'sec-ch-ua': '"Chromium";v="116", "Not)A;Brand";v="24", "Microsoft Edge";v="116"', + 'user-agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/116.0.0.0 Safari/537.36 Edg/116.0.1938.62', + 'referer': f'https://{ self.base_host}/', + 'accept-language': 'en-US,en;q=0.9,ja;q=0.8', + } + self.file_info_url = f'https://{self.base_host}/dop-api/opendoc' + self.blind_task_url = f'https://{self.base_host}/v1/export/export_office' + self.obtain_d_link_url = f'https://{self.base_host}/v1/export/query_progress' + self.get_file_info() + + def get_file_info(self): + file_info_params = { + 'noEscape': '1', + 'id': self.link_id, + 'normal': '1', + 'outformat': '1', + 'startrow': '0', + 'endrow': '60', + 'wb': '1', + 'nowb': '0', + 'callback': 'clientVarsCallback', + } + re_pattern = re.compile(rf'{re.escape(file_info_params["callback"])}\((.*?)\)') + response = requests.get(self.file_info_url, params=file_info_params, + headers=self.file_info_header, + verify=False) + json_resp = re_pattern.findall(response.text) + if json_resp: + dict_info = json.loads(json_resp[0]) + info_vars = dict_info['clientVars'] + self.file_info_dict['tag'] = info_vars.get('padId', '') + + def submit_the_blind_task(self): + blind_task_params = { + 'exportType': '0', + 'switches': '{"embedFonts":false}', + 'exportSource': 'client', + 'docId': self.file_info_dict['tag'], + } + response = requests.post(self.blind_task_url, headers=self.file_info_header, + cookies=self.cookies, data=blind_task_params, verify=False) + json_resp = response.json() + return json_resp['operationId'] + + def obtain_file_download_link(self): + d_link_params = { + 'operationId': self.submit_the_blind_task() + } + for i in range(600): + response = requests.get(self.obtain_d_link_url, params=d_link_params, cookies=self.cookies, + headers=self.file_info_header, verify=False) + json_resp = response.json() + if int(json_resp.get('ret', '1')) > 100: + raise TypeError(f'该类型文档不支持导出\n {json_resp}') + file_url = json_resp.get('file_url', '') + if file_url: + file_name = json_resp.get('file_name') + return file_url, file_name + else: + print(f'下载任务进度： {json_resp.get("progress")}') + + +def get_qqdocs_files(limit, project_folder, cookies=None): + """ + Args: + cookies: + limit: 腾讯文档分享文件地址 + project_folder: 存储地址 + Returns: [提取的文件list] + """ + qqdocs = QQDocs(limit, cookies) + d_link, f_name = qqdocs.obtain_file_download_link() + resp = requests.get(url=d_link, verify=False) + file_path = os.path.join(project_folder, f_name) + with open(file_path, mode='wb') as f: + f.write(resp.content) + return {local_relative_path(file_path): limit} + + +def get_qqdocs_from_limit(link_limit, project_folder, cookies=None): + """ + Args: + cookies: + link_limit: kudos 文件分享地址 + project_folder: 存放地址 + Returns: + """ + file_mapping = {} + success = '' + project_folder = os.path.join(project_folder, 'qq_docs') + os.makedirs(project_folder, exist_ok=True) + for limit in link_limit: + file_mapping.update(get_qqdocs_files(limit, project_folder, cookies)) + return success, file_mapping + + +if __name__ == '__main__': + pass + + + + + + diff --git a/crazy_functions/reader_fns/local_audio.py b/crazy_functions/reader_fns/local_audio.py new file mode 100644 index 000000000..02c47c456 --- /dev/null +++ b/crazy_functions/reader_fns/local_audio.py @@ -0,0 +1,36 @@ +# encoding: utf-8 +# @Time : 2024/1/16 +# @Author : Spike +# @Descr : ... +import os +from moviepy.editor import AudioFileClip + + +class AudioHandler: + + def __init__(self, audio_path, output_dir=None): + if output_dir: + self.output_dir = os.path.join(output_dir, 'markdown') + os.makedirs(self.output_dir, exist_ok=True) + self.audio_path = audio_path + self.file_name = os.path.basename(audio_path).split('.')[0] + self.content_text = '' + + @staticmethod + def audio_extraction_text(file): + import speech_recognition as sr + # 打开音频文件 + r = sr.Recognizer() + with sr.AudioFile(file) as source: + # 读取音频文件的内容 + audio_content = r.record(source) + # 使用Google的文字转话服务将音频转换为文字 + text = r.recognize_google(audio_content, language='zh-CN') + return text + + def video_converters(self): + temp_path = os.path.join(self.output_dir, f"{self.file_name}") + videoclip = AudioFileClip(self.audio_path) + videoclip.write_audiofile(temp_path) + self.content_text = self.audio_extraction_text(temp_path) + return diff --git a/crazy_functions/reader_fns/local_excel.py b/crazy_functions/reader_fns/local_excel.py new file mode 100644 index 000000000..64d7c2594 --- /dev/null +++ b/crazy_functions/reader_fns/local_excel.py @@ -0,0 +1,206 @@ +# encoding: utf-8 +# @Time : 2024/1/15 +# @Author : Spike +# @Descr : Excel 文件处理工具 +import os + +from openpyxl import load_workbook +from openpyxl.utils import get_column_letter +from openpyxl.styles import Border, Side +from openpyxl.styles import PatternFill +from openpyxl.styles import Alignment +from openpyxl.styles import Font + +from crazy_functions.reader_fns.crazy_box import find_index_inlist +from common.func_box import created_atime, 通知机器人 +from common.toolbox import get_conf, trimmed_format_exc + +import xmind + + +class XlsxHandler: + + def __init__(self, xlsx_path, output_dir=None, sheet='测试要点'): + """ + Args: + xlsx_path: 文件路径 + output_dir: 保存路径，如果没有另存为操作，可以为空 + sheet: + """ + if output_dir: + self.output_dir = os.path.join(output_dir, 'excel') + os.makedirs(self.output_dir, exist_ok=True) + self.template_excel = xlsx_path + if not self.template_excel: + from common.path_handler import init_path + self.template_excel = os.path.join(init_path.docs_path, 'template', '测试用例模版.xlsx') + self.sheet = sheet + self.workbook = load_workbook(self.template_excel) + self.file_name = os.path.splitext(os.path.basename(self.template_excel))[0] + # 定义填充样式 + self.yellow_fill = PatternFill(start_color="FFFF00", end_color="FFFF00", fill_type="solid") + self.green_fill = PatternFill(start_color="1abc9c", end_color="1abc9c", fill_type="solid") + self.red_fill = PatternFill(start_color="ff7f50", end_color="ff7f50", fill_type="solid") + # 定义边框样式 + border_style = Side(style='thin', color="000000") + self.border = Border(left=border_style, right=border_style, top=border_style, bottom=border_style) + if str(self.sheet) not in self.workbook.sheetnames: + self.sheet = self.workbook.active.title + + def list_write_to_excel(self, data_list: list, save_as_name=''): + # 加载现有的 Excel 文件 + if self.sheet in self.workbook.sheetnames: + worksheet = self.workbook[self.sheet] + else: + worksheet = self.workbook.create_sheet(self.sheet) + # 定义起始行号 + start_row = find_index_inlist(self.read_as_dict()[self.sheet], + ['前置条件', '操作步骤', '预期结果']) + 2 + # 遍历数据列表 + for row_data in data_list: + # 写入每一行的数据到指定的单元格范围 + for col_num, value in enumerate(row_data, start=1): + cell = worksheet.cell(row=start_row, column=col_num) + try: + cell.value = str(value).strip() + cell.border = self.border + cell.alignment = Alignment(horizontal='left', vertical='center', + wrapText=True) # 设置水平方向居左对齐，并垂直方向居中对齐，并自动换行 + # 判断 value 是否为 '插件补充的用例' + if '插件补充的用例' in str(value): + cell.fill = self.yellow_fill + font = Font(name='苹方-简', size=11) + cell.font = font + except Exception: + print(row_data, value) + 通知机器人(error=f'写入excel错误啦\n\n```\n\n{row_data}\n\n{value}\n\n```' + f'\n\n```\n\n{trimmed_format_exc()}```\n\n') + # 增加起始行号 + start_row += 1 + merge_cell = get_conf('merge_cell') + if merge_cell: + self.merge_same_cells() # 还原被拆分的合并单元格 + if save_as_name: + save_as_name = f'{save_as_name}-{created_atime()}' + test_case_path = os.path.join(self.output_dir, f'{save_as_name}.xlsx') + # 遇到文件无法保存时，再拆开图片 + try: + self.workbook.save(test_case_path) + except Exception as f: + test_case_path = self.template_excel + return test_case_path + + def read_as_dict(self, only_sheet=True): + data_dict = {} + # 遍历每个工作表 + if only_sheet: + sheet_list = [self.sheet] + else: + sheet_list = self.workbook.sheetnames + for sheet_name in sheet_list: + sheet = self.workbook[sheet_name] + sheet_data = [] + # 遍历每一行 + sheet_temp_count = 0 + for row in sheet.iter_rows(values_only=True): + # 过滤尾部的空行 + row = tuple(x for x in row if x is not None and x != row[-1]) + if row: + sheet_data.append(row) + else: + sheet_temp_count += 1 + if sheet_temp_count >= 20: break + # 将工作表名作为字典的键，行数据作为值 + data_dict[sheet_name] = sheet_data + return data_dict + + def split_merged_cells(self, save_work=False): + # 加载Excel文件 + ws = self.workbook[self.sheet] + # 获取合并单元格的范围 + merged_ranges = list(ws.merged_cells.ranges) + for merged_range in merged_ranges: + # 获取合并单元格的起始行、起始列、结束行、结束列 + start_row = merged_range.min_row + start_col = merged_range.min_col + end_row = merged_range.max_row + end_col = merged_range.max_col + # 获取合并单元格的值 + value = ws.cell(start_row, start_col).value + # 拆分合并单元格 + ws.unmerge_cells(str(merged_range)) + # 在每个拆分后的单元格中填入值 + for row in range(start_row, end_row + 1): + for col in range(start_col, end_col + 1): + cell = ws.cell(row, col) + cell.value = value + if save_work: + # 保存结果 + self.workbook.save(self.template_excel) + + def merge_same_cells(self, truncation=10): + # 加载xlsx文件 + ws = self.workbook[self.sheet] + # 遍历每个单元格（列优先遍历） + column_counter = {'row': 0, 'col': 0} + for col_index in range(1, ws.max_column + 1): + col_letter = get_column_letter(col_index) + row_start = None + last_column_empty = True + for row_index in range(1, ws.max_row + 1): + current_cell = ws[f"{col_letter}{row_index}"] + next_cell = ws[f"{col_letter}{row_index + 1}"] + # 当前单元格与下个单元格内容相同时，都不为空，并记录合并范围row_start + if row_start is None and current_cell.value == next_cell.value and current_cell.value is not None: + row_start = row_index + # 当前单元格与下个单元格内容不同时或任何一个为空时，记录合并范围row_end，并执行合并 + elif row_start is not None and ( + current_cell.value != next_cell.value or current_cell.value is None or next_cell.value is None): + row_end = row_index + ws.merge_cells(f"{col_letter}{row_start}:{col_letter}{row_end}") + row_start = None + # # 设置边框样式 + current_cell.border = self.border + next_cell.border = self.border + # 当列超过10行为空，跳出循环 + if not current_cell.value: + column_counter['row'] += 1 + if column_counter['row'] > truncation: + column_counter['row'] = 0 + break + # 检查当前列是否为空 + if all(cell.value is None for cell in ws[col_letter]): + if last_column_empty: # 如果上一列也为空，增加计数器 + column_counter['col'] += 1 + if column_counter['col'] > truncation: # 如果空列超过所设定的上限，跳出循环 + break + else: # 如果上一列非空，重置计数器 + column_counter['col'] = 1 + last_column_empty = True + else: # 如果当前列非空，重置计数器和 last_column_empty 标记 + last_column_empty = False + column_counter['col'] = 0 + self.workbook.save(self.template_excel) + + def to_xmind(self): + """只能用 xmind8 打开 心态炸了""" + file_path = os.path.join(self.output_dir, f"{self.file_name}.xmind") + # 创建一个新的XMind工作簿 + xmind_book = xmind.load(file_path) # 创建新的工作簿 + fields_dict = self.read_as_dict() + for topic in fields_dict: + x_sheet = xmind_book.createSheet() + x_sheet.setTitle(topic) + root_topic = x_sheet.getRootTopic() # 获取根主题 + root_topic.setTitle(topic) # 设置根主题标题为用例标签 + for data in fields_dict[topic]: + for i, sub_data in enumerate(data): + child_topic = root_topic.addSubTopic() # 创建子子主题 + child_topic.setTitle(sub_data) + root_topic.addSubTopic(child_topic) # 将子主题添加到根主题下 + # 保存工作簿 + xmind.save(xmind_book, file_path) + + +if __name__ == '__main__': + pass diff --git a/crazy_functions/reader_fns/local_image.py b/crazy_functions/reader_fns/local_image.py new file mode 100644 index 000000000..9f84a877d --- /dev/null +++ b/crazy_functions/reader_fns/local_image.py @@ -0,0 +1,117 @@ +# encoding: utf-8 +# @Time : 2023/7/3 +# @Author : Spike +# @Descr : +import time +import os.path +import requests +import concurrent.futures +from common.db.repository import cache_repository, prompt_repository +from common.func_box import replace_expected_text +from common import gr_converter_html +from common.path_handler import init_path + + +# Paddleocr目前支持的多语言语种可以通过修改lang参数进行切换 +# 例如`ch`, `en`, `fr`, `german`, `korean`, `japan` + + +class ImgHandler: + def __init__(self, img_path, output_dir=None, trust_value=0.9): + self.font_path = os.path.join(init_path.base_path, 'docs/OCR/fonts/simfang.ttf') + self.trust_value = trust_value + if output_dir: + self.output_dir = os.path.join(output_dir, 'img_vision') + os.makedirs(self.output_dir, exist_ok=True) + self.img_path = img_path + if self.img_path.startswith('http'): + response = requests.get(url=self.img_path, verify=False) + file_name = self.img_path.split('/')[-1] + self.img_path = os.path.join(self.output_dir, f'download_{file_name}.jpeg') + with open(self.img_path, mode='wb') as f: + f.write(response.content) + + def _content_draw_result(self, result): + # 显示结果 + from PIL import Image + from paddleocr import draw_ocr + boxes = [line[0] for line in result if line[1][1] > self.trust_value] + txts = [line[1][0] for line in result] + txts_select = [line[1][0] for line in result if line[1][1] > self.trust_value] + scores = [line[1][1] for line in result] + draw_error = False + try: + image = Image.open(self.img_path).convert('RGB') + im_show = draw_ocr(image, boxes, txts, scores, font_path=self.font_path) + im_show = Image.fromarray(im_show) + save_file = f'draw-{os.path.basename(self.img_path)}' + im_show.save(os.path.join(self.output_dir, save_file)) + except Exception: + print('绘制选择文字出错') + save_file = self.img_path + draw_error = '右侧无文案说明仅代表绘制选择文字, 不影响实际OCR成果' + return txts_select, save_file, draw_error + + def get_paddle_ocr(self, show_result: bool = True): + from paddleocr import PaddleOCR + model_dir = os.path.join(init_path.base_path, 'docs', 'OCR', 'ch_PP-OCRv3_rec_infer') + det_dir = os.path.join(init_path.base_path, 'docs', 'OCR', 'ch_PP-OCRv3_det_infer') + cls_dir = os.path.join(init_path.base_path, 'docs', 'OCR', 'ch_ppocr_mobile_v2.0_cls_infer') + ocr = PaddleOCR(use_angle_cls=True, cls_model_dir=cls_dir, + rec_model_dir=model_dir, det_model_dir=det_dir) + result = ocr.ocr(self.img_path, cls=True) + result = result[0] + if show_result: + txt_select, self.img_path, draw_error = self._content_draw_result(result) + else: + draw_error = '' + txt_select = result + return '\n'.join(txt_select), self.img_path, draw_error + + def get_llm_vision(self, llm_kwargs): + from request_llms.bridge_all import predict_no_ui_long_connection + ipaddr = llm_kwargs.get('ipaddr', 'spike') + prompt = prompt_repository.query_prompt('llm-vision', '图片理解', source=ipaddr, quote_num=True) + if prompt: + prompt = prompt.value + input_ = replace_expected_text(prompt, content=gr_converter_html.html_local_img(self.img_path), + expect='{{{v}}}') + watchdog = ["", time.time(), ""] + vision_result = predict_no_ui_long_connection(input_, llm_kwargs, [], + '', observe_window=watchdog) + return vision_result, self.img_path, watchdog[2] + + def identify_cache(self, cache_tag, cor_switch, kwargs): + if isinstance(kwargs, bool): + ocr_func = self.get_paddle_ocr + else: + ocr_func = self.get_llm_vision + if cor_switch: + cache_cont = cache_repository.get_cache(key=cache_tag) + if cache_cont: + content = cache_cont + file_path = cache_tag + status = '本次识别结果读取数据库缓存' + else: + return self.identify_cache(cache_tag, False, kwargs) + else: + content, file_path, status = ocr_func(kwargs) + if not status and content: # 没有错误才落库 + cache_repository.add_cache(cache_tag, content, 'img-cache') + return content, file_path, status + + +def submit_threads_img_handle(ocr_mapping, output_dir, cor_cache: bool | dict = False, model_kwargs=True, + max_threads=10): + threads = {} + executor = concurrent.futures.ThreadPoolExecutor(max_workers=max_threads) + # 提交任务，并将线程对象作为键，字典的键作为值存储 + for key in ocr_mapping: + obj = ImgHandler(img_path=key, output_dir=output_dir).identify_cache + threads[key] = executor.submit(obj, key, cor_cache, model_kwargs) + # 返回线程字典 + return threads + + +if __name__ == '__main__': + print('') diff --git a/crazy_functions/reader_fns/local_markdown.py b/crazy_functions/reader_fns/local_markdown.py new file mode 100644 index 000000000..1302e28d0 --- /dev/null +++ b/crazy_functions/reader_fns/local_markdown.py @@ -0,0 +1,145 @@ +# encoding: utf-8 +# @Time : 2024/1/15 +# @Author : Spike +# @Descr : Markdown 文件处理工具 +import os +import re +import json + +from common.func_box import Shell + + +class MdProcessor: + + def __init__(self, content): + self.content_text = content + + @staticmethod + def _clean_br_string(s): + s = re.sub('<\s*br\s*/?>', '\n', s) # 使用正则表达式同时匹配
、
、
、< br>和< br/> + s = s.replace(' ', '') # 去除所有空格 + s = s.replace('', '\n') + return s + + def tabs_to_list(self): + test_case = [] + if type(self.content_text) is str: + self.content_text = [self.content_text] + for value in self.content_text: + test_case_content = value.splitlines() + for i in test_case_content: + if re.findall(r'\|\s*[:|-]+\s*\|', i): # 过滤表头 + test_case = test_case[:-1] + continue + if i.find('|') != -1: + test_case.append([self._clean_br_string(i) for i in i.split('|')[1:]]) + elif i.find('｜') != -1: + test_case.append([self._clean_br_string(i) for i in i.split('｜')[1:]]) + else: + print('脏数据过滤，这个不符合写入测试用例的条件') + return test_case + + def json_to_list(self): + supplementary_data = [] + if 'raise' in self.content_text: + # 尝试GPT返回错误超出Token限制导致的Json数据结构错误 + content_data = "\n".join([item for item in str(self.content_text).splitlines() if item != ''][:-1]) + if re.search(r'[^\w\s\]]', content_data[-1]): # 判断是不是有,号之类的特殊字符 + content_data = content_data[:-1] # 有则排除 + content_data += ']' + # 尝试兼容一些错误的JSON数据 + fix_data = self.content_text.replace('][', '],[').replace(']\n[', '],[') + fix_data = fix_data.replace('\n...\n', '').replace('\n\n...\n\n', '') + pattern = r'\[[^\[\]]*\]' + result = re.findall(pattern, fix_data) + for sp in result: + __list = [] + try: + __list = json.loads(sp) + supplementary_data.append(__list) + except: + print(f'{sp} 测试用例转dict失败了来看看') + return supplementary_data + + +class MdHandler: + + def __init__(self, md_path, output_dir=None): + """ + Args: + md_path: 文件路径 + output_dir: 保存路径，如果没有另存为操作，可以为空 + """ + if output_dir: + self.output_dir = os.path.join(output_dir, 'markdown') + os.makedirs(self.output_dir, exist_ok=True) + self.md_path = md_path + self.file_name = os.path.basename(md_path).split('.')[0] + self.content_text = '' + + def set_content(self, content): + self.content_text = content + + def get_content(self): + with open(self.md_path, 'r', encoding='utf-8') as f: + self.content_text = f.read() + return self.content_text + + def save_markdown(self, content): + self.content_text = content + with open(self.md_path, 'w', encoding='utf-8') as f: + f.write(content) + + def save_mark_map(self): + from common import func_box + user_path = os.path.join(self.output_dir, 'mark_map') + os.makedirs(user_path, exist_ok=True) + html_file = os.path.join(user_path, f"{self.file_name}.html") + Shell(f'npx markmap-cli --no-open "{self.md_path}" -o "{html_file}"').start() + return html_file + + def save_excel(self): + ... + + def save_pdf(self): + ... + + def save_word(self): + ... + + def save_xmind(self): + ... + + def save_powerpoint(self): + ... + + +def to_markdown_tabs(head: list, tabs: list, alignment=':---:', column=False): + """ + Args: + head: 表头：[] + tabs: 表值：[[列1], [列2], [列3], [列4]] + alignment: :--- 左对齐， :---: 居中对齐， ---: 右对齐 + column: True to keep data in columns, False to keep data in rows (default). + Returns: + A string representation of the markdown table. + """ + from common.gr_converter_html import file_manifest_filter_type + if column: + transposed_tabs = list(map(list, zip(*tabs))) + else: + transposed_tabs = tabs + if not head or not tabs: + return None + # Find the maximum length among the columns + max_len = max(len(column) for column in transposed_tabs) + + tab_format = "| %s " + tabs_list = "".join([tab_format % i for i in head]) + '|\n' + tabs_list += "".join([tab_format % alignment for i in head]) + '|\n' + + for i in range(max_len): + row_data = [str(tab[i]).replace('\n', '') if i < len(tab) else '' for tab in transposed_tabs] + row_data = file_manifest_filter_type(row_data, filter_=None) + tabs_list += "".join([tab_format % i for i in row_data]) + '|\n' + return tabs_list \ No newline at end of file diff --git a/crazy_functions/reader_fns/local_pdf.py b/crazy_functions/reader_fns/local_pdf.py new file mode 100644 index 000000000..9f9e66983 --- /dev/null +++ b/crazy_functions/reader_fns/local_pdf.py @@ -0,0 +1,84 @@ +# encoding: utf-8 +# @Time : 2024/3/3 +# @Author : Spike +# @Descr : +import os +import fitz + + +class PDFHandler: + def __init__(self, pdf_path, output_dir=None): + """ + Args: + pdf_path: 读取文件路径 + output_dir: 保存路径，如果没有另存为操作，可以为空 + """ + self.output_dir = None + if output_dir: + self.output_dir = os.path.join(output_dir, 'pdf') + os.makedirs(self.output_dir, exist_ok=True) + self.markdown_content = '' + self.pdf_path = pdf_path + self.file_name = os.path.basename(pdf_path).split('.')[0] + + def __get_markdown_heading_level(self, para_size): + """根据字体大小确定Markdown标题的级别""" + para_size = int(para_size) + heading_level = 0 + if para_size > 40: + heading_level = 1 + elif para_size > 20: + heading_level = 2 + elif para_size > 10: + heading_level = 3 + heading_level = '#' * heading_level + ' ' if heading_level > 0 else "" + return heading_level + + def __extract_images(self, block): + """提取PDF中的图片""" + if block['width'] < 200 or block['height'] < 200 or block['size'] < 10*1024: + return "" + bbox_tag = "-".join([str(int(i)) for i in block["bbox"]]) + if not self.output_dir: + self.output_dir = os.path.join(os.path.dirname(self.pdf_path), self.file_name) + os.makedirs(self.output_dir, exist_ok=True) + save_file_name = os.path.join(self.output_dir, f'{block["number"]}-{block["size"]}_{bbox_tag}.{block["ext"]}') + open(save_file_name, 'wb').write(block['image']) + return f"![{self.file_name}]({save_file_name})\n" + + def __extract_text(self, block): + """提取PDF文本""" + md_text = "" + lines = block['lines'] + for i in lines: + meta_text = "" + per_fix = "" + for span in i['spans']: + per_fix = self.__get_markdown_heading_level(span['size']) + # 定义结束符号集合 + end_symbols = ['。', ';', '；', '.', ')', '!', '！'] + # 检测 meta_text 是否以指定的结束符号之一结尾 + if span['text'][-1] in end_symbols: + # 如果是，执行换行操作（这里以添加换行符为例） + span['text'] += '\n' + meta_text += span['text'] + md_text += per_fix + meta_text + if per_fix: md_text += '\n' + + return md_text + '\n' + + def get_markdown(self): + text = '' + with fitz.open(self.pdf_path) as doc: + for index, page in enumerate(doc): + block_areas = page.get_text("dict")['blocks'] + for block in block_areas: + if 'image' in block: + text += self.__extract_images(block) + else: + text += self.__extract_text(block) + return text + + +if __name__ == '__main__': + PDFHandler('/Documents/PDFbatch/罗宾斯第13版重点.pdf', '').get_markdown() diff --git a/crazy_functions/reader_fns/local_word.py b/crazy_functions/reader_fns/local_word.py new file mode 100644 index 000000000..b3d0159c9 --- /dev/null +++ b/crazy_functions/reader_fns/local_word.py @@ -0,0 +1,197 @@ +# encoding: utf-8 +# @Time : 2024/1/15 +# @Author : Spike +# @Descr : Word 文件处理工具 + +import os +import copy +import re + +# docx +from docx import Document +import xml.etree.ElementTree as ET + + +class DocxHandler: + + def __init__(self, docx_path, output_dir=None): + """ + Args: + docx_path: 读取文件路径 + output_dir: 保存路径，如果没有另存为操作，可以为空 + """ + if output_dir: + self.output_dir = os.path.join(output_dir, 'word') + os.makedirs(self.output_dir, exist_ok=True) + self.markdown_content = '' + try: + self.doc = Document(docx_path) + except Exception as e: + raise ValueError(f"Error reading document: {e}") + self.file_name = os.path.basename(docx_path).split('.')[0] + + def __extract_attribute_from_xml(self, xml_data, e_tag='blip', e_attr='embed') -> str: + """从XML数据中提取属性""" + root = ET.fromstring(xml_data) + # 遍历所有元素 + for elem in root.iter(): + # 处理元素标签以忽略命名空间 + tag = elem.tag.split('}')[-1] # 分割以去除命名空间 + if e_tag == tag: + # 以相同的方式处理属性名称 + for attr in elem.attrib: + if e_attr in attr: + return elem.attrib[attr] + + def __is_inside_table(self, element): + """检查元素是否位于表格内""" + while element is not None: + if element.tag.endswith('tbl'): + return True + element = element.getparent() + return False + + def __get_markdown_heading_level(self, para_size): + """根据字体大小确定Markdown标题的级别""" + para_size = int(para_size) + heading_level = 0 + if para_size > 40: + heading_level = 1 + elif para_size > 22: + heading_level = 2 + heading_level = '#' * heading_level + ' ' if heading_level > 0 else "" + return heading_level + + def __save_img(self, blob, name): + image_path = os.path.join(self.output_dir, f'{self.file_name}-image') + os.makedirs(image_path, exist_ok=True) + image_save = os.path.join(image_path, f'{name}.png') + with open(image_save, 'wb') as f: + f.write(blob) + return image_save + + def __extract_and_save_image(self, inline, doc): + """提取并保存内嵌图片""" + image_path = "" + # 检查inline对象是否含有图片 + if hasattr(inline, "graphic"): + # 对于标准的内嵌图片 + graphic = inline.graphic + if graphic and hasattr(graphic.graphicData, "pic") and hasattr(graphic.graphicData.pic, "blipFill"): + blip = graphic.graphicData.pic.blipFill.blip + if blip and hasattr(blip, "embed"): + image_part = doc.part.related_parts[blip.embed] + image_path = self.__save_img(image_part.blob, blip.embed) + else: + # 对话内嵌表格的图片 + embed = self.__extract_attribute_from_xml(inline.xml) + image_part = doc.part.related_parts[embed] + image_path = self.__save_img(image_part.blob, embed) + + # 返回Markdown图片链接，如果没有找到图片则返回空字符串 + return f"![{os.path.basename(image_path)}]({image_path})\n" if image_path else "" + + @staticmethod + def replace_hyperlinks(text): + # 正则表达式匹配 'HYPERLINK "url"' 和随后的文字 + pattern = r'HYPERLINK "(http[^"]+)"\s+(.*?)\s*(?=HYPERLINK|$)' + + def hyperlink_repl(match): + # URL位于分组1，紧跟它的描述性文本位于分组2 + url, desc = match.group(1), match.group(2) + # 使用Markdown链接格式进行替换 + return f'[{desc}]({url})' + + # 对输入文本中所有符合模式的字符串进行替换 + result_text = re.sub(pattern, hyperlink_repl, text) + + return result_text + + def _process_paragraph(self, element, doc): + """处理段落中的文本和图片""" + markdown_paragraph = '' + para_text = ''.join(node.text for node in element.iter() if node.tag.endswith('t') and node.text) + if para_text: + para_size = self.__extract_attribute_from_xml(element.xml, e_tag='sz', e_attr='val') + heading_level = self.__get_markdown_heading_level(para_size) + para_text = self.replace_hyperlinks(para_text) + markdown_paragraph += heading_level + para_text + # 处理段落中的图片 + for inline in element.iter(): + if inline.tag.endswith('drawing'): + image_markdown = self.__extract_and_save_image(inline, doc) + markdown_paragraph += image_markdown + + return markdown_paragraph + '\n\n' + + def __process_table(self, element, doc): + """将docx中的表格转换为Markdown格式，并处理表格中的图片""" + tbl_element = copy.deepcopy(element) # 深拷贝element以避免修改原始文档 + temp_doc = Document() + temp_doc._element.body.append(tbl_element) + temp_table = temp_doc.tables[-1] # 获取最后一个表格，即刚刚添加的表格 + markdown = "" + header_index = 0 + for row in temp_table.rows: + row_data = [] + for cell in row.cells: + cell_text = '' + # 检查单元格中的文本和图片 + for paragraph in cell.paragraphs: + for links in paragraph.hyperlinks: + try: + extract_url = links.url + except KeyError as f: + extract_url = 'KeyError' + if str(extract_url).startswith('http'): + cell_text += f"[{links.text}]({extract_url})" + else: + cell_text += f"[{links.text}]({doc.part.rels[links._element.rId].target_ref})" + for run in paragraph.runs: + if run.text: + cell_text += run.text.replace('\n', '
') # 替换换行符 + for inline in run.element.iter(): + if inline.tag.endswith('drawing'): + image_markdown = self.__extract_and_save_image(inline, doc).replace('\n', '
') + cell_text += image_markdown + row_data.append(cell_text) + # 将表格行转换为Markdown格式 + markdown += "| " + " | ".join(row_data) + " |\n" + if not header_index: + headers = temp_table.rows[0].cells + markdown += "| " + " | ".join(['---'] * len(headers)) + " |\n" + header_index += 1 + return markdown + + def get_markdown(self): + """提取docx文件、保留段落转换为Markdown格式""" + for element in self.doc.element.body.iter(): + # 处理段落 + if element.tag.endswith('p') and not self.__is_inside_table(element): + markdown_paragraph = self._process_paragraph(element, self.doc) + self.markdown_content += markdown_paragraph + + # 处理表格 + elif element.tag.endswith('tbl'): + table_markdown = self.__process_table(element, self.doc) + self.markdown_content += table_markdown + + return self.markdown_content + + def save_markdown(self): + """保存Markdown文件""" + if not self.markdown_content: + self.markdown_content = self.get_markdown() + # Save Markdown file + markdown_file_path = os.path.join(self.output_dir, f'{self.file_name}.md') + try: + with open(markdown_file_path, 'w', encoding='utf-8') as f: + f.write(self.markdown_content) + return markdown_file_path + except IOError as e: + raise IOError(f"Error writing markdown file: {e}") + + +if __name__ == '__main__': + print(DocxHandler('../../', + './').get_markdown()) diff --git a/crazy_functions/reader_fns/local_xmind.py b/crazy_functions/reader_fns/local_xmind.py new file mode 100644 index 000000000..b13c2177c --- /dev/null +++ b/crazy_functions/reader_fns/local_xmind.py @@ -0,0 +1,137 @@ +# encoding: utf-8 +# @Time : 2024/1/15 +# @Author : Spike +# @Descr : xmind 文件处理工具 +import os +import xmindparser +from os import PathLike +from typing import Dict +import typing as typing +import xmind +import openpyxl + + +class XmindHandle: + + def __init__(self, xmind_path, output_dir=None): + """ + Args: + xmind_path: 读取文件路径 + output_dir: 保存路径，如果没有另存为操作，可以为空 + """ + if output_dir: + self.output_dir = os.path.join(output_dir, 'xmind') + os.makedirs(self.output_dir, exist_ok=True) + self.xmind_path = xmind_path + try: # xmindparser + self.dictSheet = xmindparser.xmind_to_dict(xmind_path) + except Exception as e: # 读取失败换 xmind + workbook = xmind.load(xmind_path) + sheet = workbook.getPrimarySheet() + self.dictSheet = [sheet.getData()] + self.excel_result = {} + self.markdown_result = {} + + def _WalkTopic(self, dictXmind: Dict, resultDict: Dict): + strTitle: typing.AnyStr = dictXmind['title'] + if 'topics' in dictXmind: + pass + # print(dictXmind['topics']) + listTopics: typing.List = dictXmind['topics'] + + if (listTopics.__len__() > 0): + resultDict[strTitle] = {} + for topic in listTopics: + self._WalkTopic(topic, resultDict[strTitle]) + else: + resultDict[strTitle] = strTitle + + def _WalkTopicForList(self, dictOri: typing.Dict) -> typing.AnyStr: + levelOri = 0 + listStr = [] + + def Print2MDListInternal(dictContent: typing.Dict, level): + if type(dictContent).__name__ != 'dict': + return + level = level + 1 + for topic, topicDict in dictContent.items(): + listStr.append(' ' * (level - 1)) + listStr.append('- ') + listStr.append(topic) + listStr.append('\n') + Print2MDListInternal(topicDict, level) + + Print2MDListInternal(dictOri, levelOri) + return ''.join(listStr) + + def _WalkTopicForExcel(self, dictXmind, row=[], depth=0, result_list=[]): + title = dictXmind['title'] + if depth >= len(row): + row.append(title) # Add new title at the current depth + else: + row[depth] = title # Replace title at current depth + row = row[:depth + 1] # Truncate row to current depth + 1 + + if 'topics' in dictXmind: + for topic in dictXmind['topics']: + self._WalkTopicForExcel(topic, list(row), depth + 1, result_list) + else: + result_list.append(list(row)) # Append a copy of the current row + + def get_excel(self): + for canvas in self.dictSheet: + result_list = [] + self._WalkTopicForExcel(canvas['topic'], result_list=result_list) + # Determine the maximum length of rows for consistent column size + max_length = max(len(row) for row in result_list) + for row in result_list: + row.extend([''] * (max_length - len(row))) # Fill shorter rows with empty strings + + self.excel_result[canvas['title']] = result_list + return self.excel_result + + def get_markdown(self) -> Dict: + for canvas in self.dictSheet: + dict_results: Dict = {} + self._WalkTopic(canvas['topic'], dict_results) + strResult = self._WalkTopicForList(dict_results) + self.markdown_result[canvas['title']] = strResult + return self.markdown_result + + def save_excel(self) -> str: + workbook = openpyxl.Workbook() + first_sheet = True + if not self.excel_result: + self.excel_result = self.get_excel() + for topic in self.excel_result: + # Create a new sheet for each canvas + if first_sheet: + sheet = workbook.active + sheet.title = topic + first_sheet = False + else: + sheet = workbook.create_sheet(title=topic) + # Write the data to the Excel sheet + for row in self.excel_result[topic]: + sheet.append(row) + # Save the workbook + file_name = os.path.splitext(os.path.basename(self.xmind_path))[0] + excel_path = os.path.join(self.output_dir, f'{os.path.basename(file_name)}.xlsx') + workbook.save(filename=excel_path) + return excel_path + + def save_markdown(self) -> list[str]: + if not self.markdown_result: + self.markdown_result = self.get_markdown() + md_path = [] + for topic in self.markdown_result: + file_name = os.path.splitext(os.path.basename(self.xmind_path))[0] + path_output = os.path.join(self.output_dir, f'{file_name}_{topic}.md') + with open(path_output, 'w', encoding='utf-8') as f: + f.write(self.markdown_result[topic]) + md_path.append(path_output) + return md_path + + +if __name__ == '__main__': + pass diff --git a/crazy_functions/reader_fns/project_feishu.py b/crazy_functions/reader_fns/project_feishu.py new file mode 100644 index 000000000..54a63adec --- /dev/null +++ b/crazy_functions/reader_fns/project_feishu.py @@ -0,0 +1,462 @@ +# encoding: utf-8 +# @Time : 2024/3/14 +# @Author : Spike +# @Descr : +import json +import os + +import requests +from common.func_box import split_parse_url, handle_timestamp, is_within_days, is_delayed_time +from shared_utils.config_loader import get_conf +from crazy_functions.reader_fns.local_markdown import to_markdown_tabs +from common.logger_handler import logger +from pydantic import BaseModel +from typing import AnyStr, Literal + +(ISSUE_REVERSE_MAPPING, STORY_REVERSE_MAPPING, CASE_REVERSE_MAPPING, STORY_LIST_REVERSE_MAPPING, PROJECT_USER_KEY, + PROJECT_BASE_HOST, PROJECT_FEISHU_HEADER, WorkItems, STORY_LIST_FILTER_TIME) = get_conf( + 'ISSUE_REVERSE_MAPPING', 'STORY_REVERSE_MAPPING', 'CASE_REVERSE_MAPPING', 'STORY_LIST_REVERSE_MAPPING', + 'PROJECT_USER_KEY', 'PROJECT_BASE_HOST', 'PROJECT_FEISHU_HEADER', 'WorkItems', 'STORY_LIST_FILTER_TIME') + +work_items = WorkItems() + + +class ProjectFeishu: + + def __init__(self, url, header=None, user_key=None): + self.url = url + self.base_url = f'https://{PROJECT_BASE_HOST}' + self.headers = PROJECT_FEISHU_HEADER + self.user_key = PROJECT_USER_KEY + if user_key: + self.user_key = user_key + if header: + self.headers = header + self.project_id_map = self._get_project_dict() + self.project_api_name = split_parse_url(url, None, 2) + self.project_id = self.project_id_map.get(self.project_api_name, '') + self.__name_key_type_init(self.project_id) + + def __name_key_type_init(self, project_id): + if project_id: + self.items_mapping = self._get_project_reverse_mapping(project_id) + for story_name in work_items.story_name: + if self.items_mapping.get(story_name): + self.story_api_name = self.items_mapping[story_name]['api_name'] + self.story_type_key = self.items_mapping[story_name]['type_key'] + self.story_id = split_parse_url(self.url, [self.story_api_name], 2) + + for issue_name in work_items.issue_name: + if self.items_mapping.get(issue_name): + self.issue_api_name = self.items_mapping[issue_name]['api_name'] + self.issue_type_key = self.items_mapping[issue_name]['type_key'] + self.issue_id = split_parse_url(self.url, [self.issue_api_name], 2) + + for case_name in work_items.case_name: + if self.items_mapping.get(case_name): + self.case_api_name = self.items_mapping[case_name]['api_name'] + self.case_type_key = self.items_mapping[case_name]['type_key'] + self.case_id = split_parse_url(self.url, [self.case_api_name], 2) + + def _get_project_dict(self): + """获取所有项目""" + json_data = { + 'page_size': 100, 'page_num': 1, + 'fuzzy_name': '', 'need_master': False, 'asset_group': False, + } + + response = requests.post( + f'{self.base_url}/goapi/v1/cross_project/project/list', + headers=self.headers, json=json_data, verify=False + ) + info_data = response.json() + project_dict = {i['simple_name']: i['id'] for i in info_data['data']['value']} + return project_dict + + def _get_item_group(self, item_name): + json_data = { + "type": "page_conf", + "projectId": self.project_id, + "realTypeKey": self.story_type_key, + "LOCALE": "zh" + } + response = requests.post(self.base_url + '/new-bff/render_config', headers=self.headers, + json=json_data, verify=False) + config_dict = response.json() + item_config = [] + if config_dict.get('page_conf_data'): + config_data = config_dict['page_conf_data']['data'] + for data in config_data: + for i in data['schema']: + if i.get('reform_data_scopes'): + for scopes in i['reform_data_scopes']: + for conditions in scopes['condition_group']['conditions']: + if conditions['fieldItem']['label'] in item_name: + conditions.update({'value_list': [self.story_id]}) # "originalValue": [] + item_config.extend(scopes['condition_group']['conditions']) + return item_config + + def _get_project_reverse_mapping(self, project_id=None): + project_id = project_id if project_id else self.project_id + url = f'{self.base_url}/goapi/v1/projects/{project_id}/work_item_types' + response = requests.get(url, headers=self.headers, verify=False) + work_item_types = response.json() + reveres_mapping = [] + feature_reveres_mapping = [reveres_mapping.extend(i) for i in list(work_items.dict().values())] + if work_item_types.get('data') and work_item_types.get('statusCode', 0) != 403: + mapping = {i['name']: {"type_key": i['type_key'], "api_name": i['api_name']} + for i in work_item_types['data'] if i['name'] in reveres_mapping} + return mapping + else: + return {} + + def post_homepage_render_data(self, project_id=None, tab_key: Literal['all', 'participated'] = 'participated'): + """获取首页数据""" + url = f'{self.base_url}/new-bff/homepage_render_data' + body = { + "localData": {}, + "userName": self.user_key, + "projectInfo": { + "_id": project_id if project_id else self.project_id, + "roles": [] + }, + "realTypeKey": self.story_type_key, + "LOCALE": "zh", + "activeTabKey": tab_key, + "isInGreyRecentlyUsed": True + } + response = requests.post(url, headers=self.headers, data=json.dumps(body), verify=False) + return response.json() + + def get_home_story_list(self, filter_time: int | bool = False, unscheduled='', un_issue=False, + api_name: list = False): + """获取所有项目首页需求列表""" + story_list = [] + name_id_map = api_name if api_name else self.project_id_map + for api_name in name_id_map: + self.project_id = self.project_id_map[api_name] + self.__name_key_type_init(self.project_id) + yield api_name, story_list + if self.__dict__.get('issue_type_key'): + story_mapping = self._get_key_reverse_mapping(self.story_type_key, + STORY_LIST_REVERSE_MAPPING, self.project_id_map[api_name]) + home_data = self.post_homepage_render_data(self.project_id_map[api_name]) + time_ids = [i for i in story_mapping if story_mapping[i]['name'] in STORY_LIST_FILTER_TIME] + if home_data and story_mapping: + for item in home_data['homepage_work_items']['data']['work_items']: + self.story_id = item['story_id'] + node_info = self._owner_times_extraction(item, time_ids, unscheduled) + node_in_times = any( + [is_within_days(i['times'][t], filter_time) for i in node_info for t in i['times']]) + if not filter_time or node_in_times: + work_item = {'项目链接': f"{self.base_url}/{api_name}/" + f"{self.story_api_name}/detail/{item['story_id']}"} + work_item.update(self._data_mapping_extraction(item, story_mapping)) + head = [i['state_name'] for i in node_info] + tables = [[ + f"{handle_timestamp(i['times']['start_time'])}~{handle_timestamp(i['times']['end_time'])}" + for i in node_info]] + work_item.update({'我负责的需求节点': to_markdown_tabs(head, tables, column=True)}) + if un_issue: + issue_list = self.get_issue_items_list() + if issue_list: + work_item.update({ + '当前缺陷总数以及分布情况': f"{len(issue_list)}\n" + _get_item_list( + issue_list)}) + story_list.append(work_item) + yield api_name, story_list + yield 'done', story_list + + def _get_key_reverse_mapping(self, key, mapping, project_id=None): + """获取字段映射key-value""" + project_id = project_id if project_id else self.project_id + url = f'{self.base_url}/goapi/v3/settings/{project_id}/{key}/fields' + response = requests.get(url, headers=self.headers, verify=False) + issue_fields = response.json() + fields_map_dict = {} + for i in issue_fields['data']: + if i['name'] in mapping: + fields_map_dict[i['key']] = {'name': i['name']} + if i.get('select_options'): # 处理枚举字段 + fields_map_dict[i['key']].update( + {"enum_map": {j['value']: j['label'] for j in i['select_options']}}) + elif i.get('compound_fields'): # 处理复合字段 + fields_map_dict[i['key']].update( + {"compound_map": {j['key']: j['name'] for j in i['compound_fields']}}) + # 排个序 + fields_map_sort = {k: fields_map_dict[k] for i in mapping + for k in fields_map_dict if fields_map_dict[k]['name'] == i} + return fields_map_sort + + def query_prams(self, key, item_name): + item_group_list = self._get_item_group(item_name) + query = { + "condition_group": {"conjunction": "AND", "groups": [ + {"conjunction": "AND", "conditions": [], + "groups": [{"conjunction": "OR", "conditions": [], "groups": [ + {"conjunction": "AND", "conditions": item_group_list, "groups": []}]}]}]}, + "data_source": [{"project_key": self.project_id, "work_item_type_key": key}], + "pagination": {}, "is_instant_query": False, "find_aborted": False, + "need_check_dirty_fields": True, + "allow_truncate": True, "user_key": self.user_key} + data = {"QueryString": json.dumps(query)} + + return data + + def _get_work_list(self, key, item_name): + """获取项目下的所有""" + data = self.query_prams(key, item_name) + response = requests.post(f'{self.base_url}/goapi/v4/search/group_info', verify=False, + headers=self.headers, json=data) + items_id_list = [] + issue_result = response.json() + if issue_result['data']['list']: + if issue_result['data']['list']: + for i in issue_result['data']['list']: + items_id_list.extend([i['work_item_id'] for i in i['work_items']]) + return items_id_list + + def post_story_items(self, work_flow=False): + """获取项目下的需求详情""" + url = f'{self.base_url}/goapi/v2/projects/{self.project_id}/work_item/story/{self.story_id}' + url = url + f'/workflow' if work_flow else url + response = requests.get(url, headers=self.headers, verify=False) + return response.json() + + @staticmethod + def _data_mapping_extraction(type_items, fields_map_dict): + data_dict = {} + for key in fields_map_dict: # 自定义详情 + if type_items.get(key): + map_key = fields_map_dict[key]['name'] + if data_dict.get(map_key): + data_dict[map_key] = data_dict[map_key] + else: + data_dict[map_key] = '' + extraction_txt = '' + try: + if isinstance(type_items.get(key), dict): + extraction_txt += type_items[key].get('doc_text', '') + if type_items[key].get('doc_img', []): + extraction_txt = extraction_txt.replace('[图片]', '') + extraction_txt += "\n".join( + [f"![{i.split('?')[-1]}]({i})" for i in type_items[key].get('doc_img', [])]) + '\n' + if not extraction_txt: + extraction_txt += type_items[key].get('state_key', '') + elif isinstance(type_items[key], str) and fields_map_dict[key].get('enum_map'): + extraction_txt = fields_map_dict[key]['enum_map'][type_items[key]] + elif isinstance(type_items[key], list) and fields_map_dict[key].get('enum_map'): + extraction_txt = "".join([fields_map_dict[key]['enum_map'][i] for i in type_items[key] if i]) + elif fields_map_dict[key].get('compound_map'): # 复合字段处理 + for i, v in enumerate(type_items[key]): + content = '' + for t in v: + content += fields_map_dict[key]['compound_map'][t['field_key']] + f': ' + \ + t["value"]["doc_text"] + index = "-" + str(i) if i > 0 else '' + data_dict[fields_map_dict[key]['name'] + index] = content + elif isinstance(type_items[key], list): + extraction_txt = "".join([str(i) for i in type_items[key]]) # 确保是字符串 + else: + extraction_txt = type_items[key] + except Exception as e: + logger.error() + # 二次处理 + if data_dict[map_key] and extraction_txt: + data_dict[map_key] = data_dict[map_key] + "-" + extraction_txt + elif not data_dict[map_key] and extraction_txt: + data_dict[map_key] = extraction_txt + if isinstance(data_dict.get(map_key, ''), str): # 如果是字符串，那么去掉前后空格 + data_dict[map_key] = data_dict.get(map_key).strip() + elif isinstance(data_dict[map_key], int): # 如果是数字，那么那么尝试转换为时间字符串 + data_dict[map_key] = handle_timestamp(data_dict[map_key]) + filter_empty_dict = {i: data_dict[i] for i in data_dict if data_dict[i]} + return filter_empty_dict + + def _owner_times_extraction(self, story_items, filter_time_ids: list, unscheduled=''): + node_owner_info = [] + for i in story_items['node_schedules']: # 节点详情 + user_names = [user['username'] for user in i['owner_in_charge']] + if self.user_key in user_names: + times = { + 'start_time': i['estimate_start_time'], + 'end_time': i['estimate_end_time'] if i['estimate_end_time'] else unscheduled, + } + for ids in filter_time_ids: + times.update({ids: i.get(ids, None)}) + node_owner_info.append({ + 'state_name': i['state_name'], 'owner': i['owner_in_charge'], 'times': times + }) + return node_owner_info + + @staticmethod + def _node_schedules_extraction(items_data): + task_status = {} + for i in items_data['node_schedules']: # 节点详情 + subtasks = " -> ".join( + [f"【{t['name']}】-{t['schedules'][0]['points']}/人天" for t in i['subtasks'] if t['schedules']]) + task_status[i['state_name']] = subtasks + return task_status + + @staticmethod + def _node_work_flow_extraction(work_data, task_data): + node_flow_list = [] + sum_actual_times = 0 + sum_points_times = 0 + for i in work_data['workflow']['states']: + flow_dict = {"节点名称": i['name']} + start_time = i['start_time'] + if i.get('schedule'): + if i['schedule']['estimate_start_time']: start_time = i['schedule']['estimate_start_time'] + end_time = i['finish_time'] + if i.get('schedule'): + if i['schedule']['estimate_finish_time']: end_time = i['schedule']['estimate_finish_time'] + flow_dict['预期完成时间'] = handle_timestamp(end_time) if end_time else '未排期' + if i['passed']: + flow_dict['节点状态'] = '已完成' + times = is_delayed_time(end_time, start_time) + if not isinstance(times, bool) and times != 0: + flow_dict['节点状态'] += f'\t延期{times}天' + else: + flow_dict['节点状态'] = '' + st, et = is_delayed_time(start_time), is_delayed_time(end_time) + if st: + flow_dict['节点状态'] = f'未开始\n距离开始{st}天' if not isinstance(st, bool) else '未开始' + elif et: + flow_dict['节点状态'] = f'未完成\n延期{et}天' if not isinstance(st, bool) else '未完成' + flow_dict['节点任务详情'] = task_data.get(i['name'], '') + points_times = sum([t['points'] for t in i['schedules'] if t.get('points')]) + sum_points_times += points_times + actual_times = sum([t['actual_work_time'] for t in i['schedules'] if t.get('actual_work_time')]) + sum_actual_times += actual_times + flow_dict['节点预估工时'] = f"{points_times} /人天" + flow_dict['节点实耗工时'] = f"{actual_times} /人天" + node_flow_list.append(flow_dict) + node_flow_dict = {'需求节点及状态': '\n' + _get_item_list(node_flow_list)} + node_flow_dict.update({'需求预计总工时': str(sum_points_times) + '/人天'}) + node_flow_dict.update({'当前所耗总工时': str(sum_actual_times) + '/人天'}) + return node_flow_dict + + def get_story_items_dict(self, schedules=True): + """获取需求详情""" + fields_map_dict = self._get_key_reverse_mapping(self.story_type_key, STORY_REVERSE_MAPPING) + story_items = self.post_story_items().get('data', {}) + story_dict = self._data_mapping_extraction(story_items, fields_map_dict) + if schedules: + task_dict = self._node_schedules_extraction(story_items) + work_flow = self.post_story_items(True).get('data', {}) + node_work_task = self._node_work_flow_extraction(work_flow, task_dict) + story_dict.update(node_work_task) + return story_dict + + @staticmethod + def __is_convertible_to_number(s): + try: + return int(s) + except ValueError: + return s + + def post_work_items(self, key, item_name, ids: list = None): + """获取项目下的缺陷详情""" + if ids: + ids = [self.__is_convertible_to_number(i) for i in ids] + url = f'{self.base_url}/goapi/v4/search/work_items_by_id' + body = { + "data_source": [ + { + "project_key": self.project_id, + "work_item_type_key": key + } + ], + "ids": ids + } + if not body['ids']: + body['ids'] = self._get_work_list(key, item_name) + response = requests.post(url, headers=self.headers, data=json.dumps(body), verify=False) + return response.json() + + def _mapping_extraction(self, type_items, fields_map_dict): + items_list = [] + if type_items['data']['work_items']: + for items in type_items['data']['work_items']: + items_dict = self._data_mapping_extraction(items, fields_map_dict) + if items_dict and items_dict not in items_list: + items_list.append(items_dict) + return items_list + + def get_issue_items_list(self, ids: list = None): + """获取缺陷列表""" + issue_items = self.post_work_items(key=self.issue_type_key, item_name=work_items.issue_item_name, ids=ids) + fields_map_dict = self._get_key_reverse_mapping(self.issue_type_key, ISSUE_REVERSE_MAPPING) + issue_list = self._mapping_extraction(issue_items, fields_map_dict) + return issue_list + + def get_case_items_list(self, ids: list = None): + """获取用例列表""" + case_items = self.post_work_items(key=self.case_type_key, item_name=work_items.case_item_name, ids=ids) + fields_map_dict = self._get_key_reverse_mapping(self.case_type_key, CASE_REVERSE_MAPPING) + case_list = self._mapping_extraction(case_items, fields_map_dict) + return case_list + + +def _get_story(story_result): + markdown_project = '## 需求详情\n' + for i in story_result: + markdown_project += f'{i}: {story_result[i]}\n\n' + return markdown_project + + +def _get_item_list(issue_result): + head = [] + tab_list = [] + for i in issue_result: + head = list(i.keys()) if len(head) < len(i.keys()) else head + tab_list.append(list(i.values())) + markdown_project = to_markdown_tabs(head=head, tabs=tab_list, column=True) + return markdown_project + + +def converter_project_md(link, project_folder, config): + feishu_project = ProjectFeishu(link, config.get('project_header'), config.get('project_user_key')) + markdown_project = '' + if feishu_project.story_id: + markdown_project += _get_story(feishu_project.get_story_items_dict(config.get('关联任务'))) + '\n' + + if config.get('关联缺陷'): + issue_content = _get_item_list(feishu_project.get_issue_items_list()) + markdown_project += '### 缺陷详情\n' + issue_content if issue_content else '' + '\n' + + if config.get('关联用例'): + issue_content = _get_item_list(feishu_project.get_case_items_list()) + markdown_project += '### 用例详情\n' + issue_content if issue_content else '' + '\n' + + elif feishu_project.issue_id: + issue_content = _get_item_list(feishu_project.get_issue_items_list([feishu_project.issue_id])) + markdown_project += '### 缺陷详情\n' + issue_content if issue_content else '' + '\n' + + elif feishu_project.case_id: + issue_content = _get_item_list(feishu_project.get_case_items_list([feishu_project.case_id])) + markdown_project += '### 用例详情\n' + issue_content if issue_content else '' + '\n' + + file_name = feishu_project.story_id if feishu_project.story_id else feishu_project.issue_id + with open(os.path.join(project_folder, f'{file_name}.md'), 'w', encoding='utf-8') as f: + f.write(markdown_project) + return {os.path.join(project_folder, f'{file_name}.md'): link} + + +def get_project_from_limit(link_limit: list, project_folder, config: dict = {}): + success = '' + file_mapping = {} + project_folder = os.path.join(project_folder, 'project_feishu') + os.makedirs(project_folder, exist_ok=True) + for limit in link_limit: + file_mapping.update(converter_project_md(limit, project_folder, config)) + return success, file_mapping + + +if __name__ == '__main__': + # converter_project_md('', './') + # feishu = ProjectFeishu('') + # # # # print(feishu._get_work_list(feishu.items_mapping[work_items.case_name]['type_key'])) + # print(feishu.get_issue_items_list()) + pass \ No newline at end of file diff --git a/crazy_functions/vector_fns/vector_database.py b/crazy_functions/vector_fns/vector_database.py deleted file mode 100644 index 46fc72d6a..000000000 --- a/crazy_functions/vector_fns/vector_database.py +++ /dev/null @@ -1,338 +0,0 @@ -# From project chatglm-langchain - -import threading -from toolbox import Singleton -import os -import shutil -import os -import uuid -import tqdm -from langchain.vectorstores import FAISS -from langchain.docstore.document import Document -from typing import List, Tuple -import numpy as np -from crazy_functions.vector_fns.general_file_loader import load_file - -embedding_model_dict = { - "ernie-tiny": "nghuyong/ernie-3.0-nano-zh", - "ernie-base": "nghuyong/ernie-3.0-base-zh", - "text2vec-base": "shibing624/text2vec-base-chinese", - "text2vec": "GanymedeNil/text2vec-large-chinese", -} - -# Embedding model name -EMBEDDING_MODEL = "text2vec" - -# Embedding running device -EMBEDDING_DEVICE = "cpu" - -# 基于上下文的prompt模版，请务必保留"{question}"和"{context}" -PROMPT_TEMPLATE = """已知信息： -{context} - -根据上述已知信息，简洁和专业的来回答用户的问题。如果无法从中得到答案，请说 “根据已知信息无法回答该问题” 或 “没有提供足够的相关信息”，不允许在答案中添加编造成分，答案请使用中文。 问题是：{question}""" - -# 文本分句长度 -SENTENCE_SIZE = 100 - -# 匹配后单段上下文长度 -CHUNK_SIZE = 250 - -# LLM input history length -LLM_HISTORY_LEN = 3 - -# return top-k text chunk from vector store -VECTOR_SEARCH_TOP_K = 5 - -# 知识检索内容相关度 Score, 数值范围约为0-1100，如果为0，则不生效，经测试设置为小于500时，匹配结果更精准 -VECTOR_SEARCH_SCORE_THRESHOLD = 0 - -NLTK_DATA_PATH = os.path.join(os.path.dirname(os.path.dirname(__file__)), "nltk_data") - -FLAG_USER_NAME = uuid.uuid4().hex - -# 是否开启跨域，默认为False，如果需要开启，请设置为True -# is open cross domain -OPEN_CROSS_DOMAIN = False - -def similarity_search_with_score_by_vector( - self, embedding: List[float], k: int = 4 -) -> List[Tuple[Document, float]]: - - def seperate_list(ls: List[int]) -> List[List[int]]: - lists = [] - ls1 = [ls[0]] - for i in range(1, len(ls)): - if ls[i - 1] + 1 == ls[i]: - ls1.append(ls[i]) - else: - lists.append(ls1) - ls1 = [ls[i]] - lists.append(ls1) - return lists - - scores, indices = self.index.search(np.array([embedding], dtype=np.float32), k) - docs = [] - id_set = set() - store_len = len(self.index_to_docstore_id) - for j, i in enumerate(indices[0]): - if i == -1 or 0 < self.score_threshold < scores[0][j]: - # This happens when not enough docs are returned. - continue - _id = self.index_to_docstore_id[i] - doc = self.docstore.search(_id) - if not self.chunk_conent: - if not isinstance(doc, Document): - raise ValueError(f"Could not find document for id {_id}, got {doc}") - doc.metadata["score"] = int(scores[0][j]) - docs.append(doc) - continue - id_set.add(i) - docs_len = len(doc.page_content) - for k in range(1, max(i, store_len - i)): - break_flag = False - for l in [i + k, i - k]: - if 0 <= l < len(self.index_to_docstore_id): - _id0 = self.index_to_docstore_id[l] - doc0 = self.docstore.search(_id0) - if docs_len + len(doc0.page_content) > self.chunk_size: - break_flag = True - break - elif doc0.metadata["source"] == doc.metadata["source"]: - docs_len += len(doc0.page_content) - id_set.add(l) - if break_flag: - break - if not self.chunk_conent: - return docs - if len(id_set) == 0 and self.score_threshold > 0: - return [] - id_list = sorted(list(id_set)) - id_lists = seperate_list(id_list) - for id_seq in id_lists: - for id in id_seq: - if id == id_seq[0]: - _id = self.index_to_docstore_id[id] - doc = self.docstore.search(_id) - else: - _id0 = self.index_to_docstore_id[id] - doc0 = self.docstore.search(_id0) - doc.page_content += " " + doc0.page_content - if not isinstance(doc, Document): - raise ValueError(f"Could not find document for id {_id}, got {doc}") - doc_score = min([scores[0][id] for id in [indices[0].tolist().index(i) for i in id_seq if i in indices[0]]]) - doc.metadata["score"] = int(doc_score) - docs.append(doc) - return docs - - -class LocalDocQA: - llm: object = None - embeddings: object = None - top_k: int = VECTOR_SEARCH_TOP_K - chunk_size: int = CHUNK_SIZE - chunk_conent: bool = True - score_threshold: int = VECTOR_SEARCH_SCORE_THRESHOLD - - def init_cfg(self, - top_k=VECTOR_SEARCH_TOP_K, - ): - - self.llm = None - self.top_k = top_k - - def init_knowledge_vector_store(self, - filepath, - vs_path: str or os.PathLike = None, - sentence_size=SENTENCE_SIZE, - text2vec=None): - loaded_files = [] - failed_files = [] - if isinstance(filepath, str): - if not os.path.exists(filepath): - print("路径不存在") - return None - elif os.path.isfile(filepath): - file = os.path.split(filepath)[-1] - try: - docs = load_file(filepath, SENTENCE_SIZE) - print(f"{file} 已成功加载") - loaded_files.append(filepath) - except Exception as e: - print(e) - print(f"{file} 未能成功加载") - return None - elif os.path.isdir(filepath): - docs = [] - for file in tqdm(os.listdir(filepath), desc="加载文件"): - fullfilepath = os.path.join(filepath, file) - try: - docs += load_file(fullfilepath, SENTENCE_SIZE) - loaded_files.append(fullfilepath) - except Exception as e: - print(e) - failed_files.append(file) - - if len(failed_files) > 0: - print("以下文件未能成功加载：") - for file in failed_files: - print(f"{file}\n") - - else: - docs = [] - for file in filepath: - docs += load_file(file, SENTENCE_SIZE) - print(f"{file} 已成功加载") - loaded_files.append(file) - - if len(docs) > 0: - print("文件加载完毕，正在生成向量库") - if vs_path and os.path.isdir(vs_path): - try: - self.vector_store = FAISS.load_local(vs_path, text2vec) - self.vector_store.add_documents(docs) - except: - self.vector_store = FAISS.from_documents(docs, text2vec) - else: - self.vector_store = FAISS.from_documents(docs, text2vec) # docs 为Document列表 - - self.vector_store.save_local(vs_path) - return vs_path, loaded_files - else: - raise RuntimeError("文件加载失败，请检查文件格式是否正确") - - def get_loaded_file(self, vs_path): - ds = self.vector_store.docstore - return set([ds._dict[k].metadata['source'].split(vs_path)[-1] for k in ds._dict]) - - - # query 查询内容 - # vs_path 知识库路径 - # chunk_conent 是否启用上下文关联 - # score_threshold 搜索匹配score阈值 - # vector_search_top_k 搜索知识库内容条数，默认搜索5条结果 - # chunk_sizes 匹配单段内容的连接上下文长度 - def get_knowledge_based_conent_test(self, query, vs_path, chunk_conent, - score_threshold=VECTOR_SEARCH_SCORE_THRESHOLD, - vector_search_top_k=VECTOR_SEARCH_TOP_K, chunk_size=CHUNK_SIZE, - text2vec=None): - self.vector_store = FAISS.load_local(vs_path, text2vec) - self.vector_store.chunk_conent = chunk_conent - self.vector_store.score_threshold = score_threshold - self.vector_store.chunk_size = chunk_size - - embedding = self.vector_store.embedding_function.embed_query(query) - related_docs_with_score = similarity_search_with_score_by_vector(self.vector_store, embedding, k=vector_search_top_k) - - if not related_docs_with_score: - response = {"query": query, - "source_documents": []} - return response, "" - # prompt = f"{query}. You should answer this question using information from following documents: \n\n" - prompt = f"{query}. 你必须利用以下文档中包含的信息回答这个问题: \n\n---\n\n" - prompt += "\n\n".join([f"({k}): " + doc.page_content for k, doc in enumerate(related_docs_with_score)]) - prompt += "\n\n---\n\n" - prompt = prompt.encode('utf-8', 'ignore').decode() # avoid reading non-utf8 chars - # print(prompt) - response = {"query": query, "source_documents": related_docs_with_score} - return response, prompt - - - - -def construct_vector_store(vs_id, vs_path, files, sentence_size, history, one_conent, one_content_segmentation, text2vec): - for file in files: - assert os.path.exists(file), "输入文件不存在：" + file - import nltk - if NLTK_DATA_PATH not in nltk.data.path: nltk.data.path = [NLTK_DATA_PATH] + nltk.data.path - local_doc_qa = LocalDocQA() - local_doc_qa.init_cfg() - filelist = [] - if not os.path.exists(os.path.join(vs_path, vs_id)): - os.makedirs(os.path.join(vs_path, vs_id)) - for file in files: - file_name = file.name if not isinstance(file, str) else file - filename = os.path.split(file_name)[-1] - shutil.copyfile(file_name, os.path.join(vs_path, vs_id, filename)) - filelist.append(os.path.join(vs_path, vs_id, filename)) - vs_path, loaded_files = local_doc_qa.init_knowledge_vector_store(filelist, os.path.join(vs_path, vs_id), sentence_size, text2vec) - - if len(loaded_files): - file_status = f"已添加 {'、'.join([os.path.split(i)[-1] for i in loaded_files if i])} 内容至知识库，并已加载知识库，请开始提问" - else: - pass - # file_status = "文件未成功加载，请重新上传文件" - # print(file_status) - return local_doc_qa, vs_path - -@Singleton -class knowledge_archive_interface(): - def __init__(self) -> None: - self.threadLock = threading.Lock() - self.current_id = "" - self.kai_path = None - self.qa_handle = None - self.text2vec_large_chinese = None - - def get_chinese_text2vec(self): - if self.text2vec_large_chinese is None: - # < -------------------预热文本向量化模组--------------- > - from toolbox import ProxyNetworkActivate - print('Checking Text2vec ...') - from langchain.embeddings.huggingface import HuggingFaceEmbeddings - with ProxyNetworkActivate('Download_LLM'): # 临时地激活代理网络 - self.text2vec_large_chinese = HuggingFaceEmbeddings(model_name="GanymedeNil/text2vec-large-chinese") - - return self.text2vec_large_chinese - - - def feed_archive(self, file_manifest, vs_path, id="default"): - self.threadLock.acquire() - # import uuid - self.current_id = id - self.qa_handle, self.kai_path = construct_vector_store( - vs_id=self.current_id, - vs_path=vs_path, - files=file_manifest, - sentence_size=100, - history=[], - one_conent="", - one_content_segmentation="", - text2vec = self.get_chinese_text2vec(), - ) - self.threadLock.release() - - def get_current_archive_id(self): - return self.current_id - - def get_loaded_file(self, vs_path): - return self.qa_handle.get_loaded_file(vs_path) - - def answer_with_archive_by_id(self, txt, id, vs_path): - self.threadLock.acquire() - if not self.current_id == id: - self.current_id = id - self.qa_handle, self.kai_path = construct_vector_store( - vs_id=self.current_id, - vs_path=vs_path, - files=[], - sentence_size=100, - history=[], - one_conent="", - one_content_segmentation="", - text2vec = self.get_chinese_text2vec(), - ) - VECTOR_SEARCH_SCORE_THRESHOLD = 0 - VECTOR_SEARCH_TOP_K = 4 - CHUNK_SIZE = 512 - resp, prompt = self.qa_handle.get_knowledge_based_conent_test( - query = txt, - vs_path = self.kai_path, - score_threshold=VECTOR_SEARCH_SCORE_THRESHOLD, - vector_search_top_k=VECTOR_SEARCH_TOP_K, - chunk_conent=True, - chunk_size=CHUNK_SIZE, - text2vec = self.get_chinese_text2vec(), - ) - self.threadLock.release() - return resp, prompt \ No newline at end of file diff --git a/crazy_functions/vt_fns/vt_call_plugin.py b/crazy_functions/vt_fns/vt_call_plugin.py index 5824d0689..1c7dd0d81 100644 --- a/crazy_functions/vt_fns/vt_call_plugin.py +++ b/crazy_functions/vt_fns/vt_call_plugin.py @@ -1,35 +1,41 @@ from pydantic import BaseModel, Field from typing import List -from toolbox import update_ui_lastest_msg, disable_auto_promotion +from common.toolbox import update_ui_lastest_msg, disable_auto_promotion from request_llms.bridge_all import predict_no_ui_long_connection from crazy_functions.json_fns.pydantic_io import GptJsonIO, JsonStringError import copy, json, pickle, os, sys, time def read_avail_plugin_enum(): - from crazy_functional import get_crazy_functions - plugin_arr = get_crazy_functions() + from common.crazy_functional import crazy_fns + # plugin_arr = get_crazy_functions() + plugin_arr = crazy_fns # remove plugins with out explaination - plugin_arr = {k:v for k, v in plugin_arr.items() if 'Info' in v} - plugin_arr_info = {"F_{:04d}".format(i):v["Info"] for i, v in enumerate(plugin_arr.values(), start=1)} - plugin_arr_dict = {"F_{:04d}".format(i):v for i, v in enumerate(plugin_arr.values(), start=1)} - plugin_arr_dict_parse = {"F_{:04d}".format(i):v for i, v in enumerate(plugin_arr.values(), start=1)} - plugin_arr_dict_parse.update({f"F_{i}":v for i, v in enumerate(plugin_arr.values(), start=1)}) + plugin_arr = {k: v for k, v in plugin_arr.items() if 'Info' in v} + plugin_arr_info = {"F_{:04d}".format(i): v["Info"] for i, v in enumerate(plugin_arr.values(), start=1)} + plugin_arr_dict = {"F_{:04d}".format(i): v for i, v in enumerate(plugin_arr.values(), start=1)} + plugin_arr_dict_parse = {"F_{:04d}".format(i): v for i, v in enumerate(plugin_arr.values(), start=1)} + plugin_arr_dict_parse.update({f"F_{i}": v for i, v in enumerate(plugin_arr.values(), start=1)}) prompt = json.dumps(plugin_arr_info, ensure_ascii=False, indent=2) prompt = "\n\nThe defination of PluginEnum:\nPluginEnum=" + prompt return prompt, plugin_arr_dict, plugin_arr_dict_parse + def wrap_code(txt): - txt = txt.replace('```','') + txt = txt.replace('```', '') return f"\n```\n{txt}\n```\n" + def have_any_recent_upload_files(chatbot): _5min = 5 * 60 - if not chatbot: return False # chatbot is None + if not chatbot: return False # chatbot is None most_recent_uploaded = chatbot._cookies.get("most_recent_uploaded", None) - if not most_recent_uploaded: return False # most_recent_uploaded is None - if time.time() - most_recent_uploaded["time"] < _5min: return True # most_recent_uploaded is new - else: return False # most_recent_uploaded is too old + if not most_recent_uploaded: return False # most_recent_uploaded is None + if time.time() - most_recent_uploaded["time"] < _5min: + return True # most_recent_uploaded is new + else: + return False # most_recent_uploaded is too old + def get_recent_file_prompt_support(chatbot): most_recent_uploaded = chatbot._cookies.get("most_recent_uploaded", None) @@ -40,6 +46,7 @@ def get_recent_file_prompt_support(chatbot): prompt += f"Only use it when necessary, otherwise, you can ignore this file." return prompt + def get_inputs_show_user(inputs, plugin_arr_enum_prompt): # remove plugin_arr_enum_prompt from inputs string inputs_show_user = inputs.replace(plugin_arr_enum_prompt, "") @@ -49,20 +56,26 @@ def get_inputs_show_user(inputs, plugin_arr_enum_prompt): inputs_show_user += '...}' return inputs_show_user + def execute_plugin(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, user_intention): plugin_arr_enum_prompt, plugin_arr_dict, plugin_arr_dict_parse = read_avail_plugin_enum() + class Plugin(BaseModel): - plugin_selection: str = Field(description="The most related plugin from one of the PluginEnum.", default="F_0000") - reason_of_selection: str = Field(description="The reason why you should select this plugin.", default="This plugin satisfy user requirement most") + plugin_selection: str = Field(description="The most related plugin from one of the PluginEnum.", + default="F_0000") + reason_of_selection: str = Field(description="The reason why you should select this plugin.", + default="This plugin satisfy user requirement most") + # ⭐ ⭐ ⭐ 选择插件 - yield from update_ui_lastest_msg(lastmsg=f"正在执行任务: {txt}\n\n查找可用插件中...", chatbot=chatbot, history=history, delay=0) + yield from update_ui_lastest_msg(lastmsg=f"正在执行任务: {txt}\n\n查找可用插件中...", chatbot=chatbot, + history=history, delay=0) gpt_json_io = GptJsonIO(Plugin) gpt_json_io.format_instructions = "The format of your output should be a json that can be parsed by json.loads.\n" gpt_json_io.format_instructions += """Output example: {"plugin_selection":"F_1234", "reason_of_selection":"F_1234 plugin satisfy user requirement most"}\n""" gpt_json_io.format_instructions += "The plugins you are authorized to use are listed below:\n" gpt_json_io.format_instructions += plugin_arr_enum_prompt inputs = "Choose the correct plugin according to user requirements, the user requirement is: \n\n" + \ - ">> " + txt.rstrip('\n').replace('\n','\n>> ') + '\n\n' + gpt_json_io.format_instructions + ">> " + txt.rstrip('\n').replace('\n', '\n>> ') + '\n\n' + gpt_json_io.format_instructions run_gpt_fn = lambda inputs, sys_prompt: predict_no_ui_long_connection( inputs=inputs, llm_kwargs=llm_kwargs, history=[], sys_prompt=sys_prompt, observe_window=[]) @@ -90,10 +103,13 @@ class Plugin(BaseModel): appendix_info = get_recent_file_prompt_support(chatbot) plugin = plugin_arr_dict_parse[plugin_sel.plugin_selection] - yield from update_ui_lastest_msg(lastmsg=f"正在执行任务: {txt}\n\n提取插件参数...", chatbot=chatbot, history=history, delay=0) + yield from update_ui_lastest_msg(lastmsg=f"正在执行任务: {txt}\n\n提取插件参数...", chatbot=chatbot, + history=history, delay=0) + class PluginExplicit(BaseModel): plugin_selection: str = plugin_sel.plugin_selection plugin_arg: str = Field(description="The argument of the plugin.", default="") + gpt_json_io = GptJsonIO(PluginExplicit) gpt_json_io.format_instructions += "The information about this plugin is:" + plugin["Info"] inputs = f"A plugin named {plugin_sel.plugin_selection} is selected, " + \ @@ -104,11 +120,12 @@ class PluginExplicit(BaseModel): inputs=inputs, llm_kwargs=llm_kwargs, history=[], sys_prompt=sys_prompt, observe_window=[]) plugin_sel = gpt_json_io.generate_output_auto_repair(run_gpt_fn(inputs, ""), run_gpt_fn) - # ⭐ ⭐ ⭐ 执行插件 fn = plugin['Function'] fn_name = fn.__name__ msg = f'{llm_kwargs["llm_model"]}为您选择了插件: `{fn_name}`\n\n插件说明：{plugin["Info"]}\n\n插件参数：{plugin_sel.plugin_arg}\n\n假如偏离了您的要求，按停止键终止。' yield from update_ui_lastest_msg(lastmsg=msg, chatbot=chatbot, history=history, delay=2) + if plugin.get('Parameters'): + plugin_kwargs.update({'advanced_arg': plugin['Parameters']}) yield from fn(plugin_sel.plugin_arg, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, -1) return \ No newline at end of file diff --git a/crazy_functions/vt_fns/vt_modify_config.py b/crazy_functions/vt_fns/vt_modify_config.py index 11fa8b180..4b6326a3e 100644 --- a/crazy_functions/vt_fns/vt_modify_config.py +++ b/crazy_functions/vt_fns/vt_modify_config.py @@ -1,6 +1,6 @@ from pydantic import BaseModel, Field from typing import List -from toolbox import update_ui_lastest_msg, get_conf +from common.toolbox import update_ui_lastest_msg, get_conf from request_llms.bridge_all import predict_no_ui_long_connection from crazy_functions.json_fns.pydantic_io import GptJsonIO import copy, json, pickle, os, sys @@ -21,19 +21,23 @@ def modify_configuration_hot(txt, llm_kwargs, plugin_kwargs, chatbot, history, s import config for k, v in config.__dict__.items(): if k.startswith('__'): continue - names.update({k:k}) + names.update({k: k}) # if len(names) > 20: break # 限制最多前10个配置项，如果太多了会导致gpt无法理解 ConfigOptions = Enum('ConfigOptions', names) + class ModifyConfigurationIntention(BaseModel): - which_config_to_modify: ConfigOptions = Field(description="the name of the configuration to modify, you must choose from one of the ConfigOptions enum.", default=None) + which_config_to_modify: ConfigOptions = Field( + description="the name of the configuration to modify, you must choose from one of the ConfigOptions enum.", + default=None) new_option_value: str = Field(description="the new value of the option", default=None) # ⭐ ⭐ ⭐ 分析用户意图 - yield from update_ui_lastest_msg(lastmsg=f"正在执行任务: {txt}\n\n读取新配置中", chatbot=chatbot, history=history, delay=0) + yield from update_ui_lastest_msg(lastmsg=f"正在执行任务: {txt}\n\n读取新配置中", chatbot=chatbot, history=history, + delay=0) gpt_json_io = GptJsonIO(ModifyConfigurationIntention) inputs = "Analyze how to change configuration according to following user input, answer me with json: \n\n" + \ - ">> " + txt.rstrip('\n').replace('\n','\n>> ') + '\n\n' + \ + ">> " + txt.rstrip('\n').replace('\n', '\n>> ') + '\n\n' + \ gpt_json_io.format_instructions run_gpt_fn = lambda inputs, sys_prompt: predict_no_ui_long_connection( @@ -54,7 +58,7 @@ class ModifyConfigurationIntention(BaseModel): ) # ⭐ ⭐ ⭐ 立即应用配置 - from toolbox import set_conf + from common.toolbox import set_conf set_conf(explicit_conf, user_intention.new_option_value) yield from update_ui_lastest_msg( @@ -62,9 +66,11 @@ class ModifyConfigurationIntention(BaseModel): ) else: yield from update_ui_lastest_msg( - lastmsg=f"失败，如果需要配置{explicit_conf}，您需要明确说明并在指令中提到它。", chatbot=chatbot, history=history, delay=5 + lastmsg=f"失败，如果需要配置{explicit_conf}，您需要明确说明并在指令中提到它。", chatbot=chatbot, + history=history, delay=5 ) + def modify_configuration_reboot(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, user_intention): ALLOW_RESET_CONFIG = get_conf('ALLOW_RESET_CONFIG') if not ALLOW_RESET_CONFIG: @@ -76,6 +82,7 @@ def modify_configuration_reboot(txt, llm_kwargs, plugin_kwargs, chatbot, history yield from modify_configuration_hot(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, user_intention) yield from update_ui_lastest_msg( - lastmsg=f"正在执行任务: {txt}\n\n配置修改完成，五秒后即将重启！若出现报错请无视即可。", chatbot=chatbot, history=history, delay=5 + lastmsg=f"正在执行任务: {txt}\n\n配置修改完成，五秒后即将重启！若出现报错请无视即可。", chatbot=chatbot, + history=history, delay=5 ) os.execl(sys.executable, sys.executable, *sys.argv) diff --git "a/crazy_functions/\344\270\213\350\275\275arxiv\350\256\272\346\226\207\347\277\273\350\257\221\346\221\230\350\246\201.py" "b/crazy_functions/\344\270\213\350\275\275arxiv\350\256\272\346\226\207\347\277\273\350\257\221\346\221\230\350\246\201.py" index 4360df7f9..6bede6e07 100644 --- "a/crazy_functions/\344\270\213\350\275\275arxiv\350\256\272\346\226\207\347\277\273\350\257\221\346\221\230\350\246\201.py" +++ "b/crazy_functions/\344\270\213\350\275\275arxiv\350\256\272\346\226\207\347\277\273\350\257\221\346\221\230\350\246\201.py" @@ -1,8 +1,11 @@ -from toolbox import update_ui, get_log_folder -from toolbox import write_history_to_file, promote_file_to_downloadzone -from toolbox import CatchException, report_exception, get_conf +from common.toolbox import update_ui, get_log_folder +from common.toolbox import write_history_to_file, promote_file_to_downloadzone +from common.toolbox import CatchException, report_exception, get_conf + import re, requests, unicodedata, os from .crazy_utils import request_gpt_model_in_new_thread_with_ui_alive + + def download_arxiv_(url_pdf): if 'arxiv.org' not in url_pdf: if ('.' in url_pdf) and ('/' not in url_pdf): @@ -63,7 +66,6 @@ def download_arxiv_(url_pdf): def get_name(_url_): - import os from bs4 import BeautifulSoup print('正在获取文献名！') print(_url_) @@ -133,7 +135,6 @@ def get_name(_url_): def 下载arxiv论文并翻译摘要(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, user_request): CRAZY_FUNCTION_INFO = "下载arxiv论文并翻译摘要，函数插件作者[binary-husky]。正在提取摘要并下载PDF文档……" - import glob import os # 基本信息：功能、贡献者 @@ -166,7 +167,7 @@ def 下载arxiv论文并翻译摘要(txt, llm_kwargs, plugin_kwargs, chatbot, hi # 翻译摘要等 i_say = f"请你阅读以下学术论文相关的材料，提取摘要，翻译为中文。材料如下：{str(info)}" i_say_show_user = f'请你阅读以下学术论文相关的材料，提取摘要，翻译为中文。论文：{pdf_path}' - chatbot.append((i_say_show_user, "[Local Message] waiting gpt response.")) + chatbot.append([i_say_show_user, "[Local Message] waiting gpt response."]) yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 msg = '正常' # ** gpt request ** @@ -179,13 +180,13 @@ def 下载arxiv论文并翻译摘要(txt, llm_kwargs, plugin_kwargs, chatbot, hi sys_prompt="Your job is to collect information from materials and translate to Chinese。", ) - chatbot[-1] = (i_say_show_user, gpt_say) + chatbot[-1] = [i_say_show_user, gpt_say] history.append(i_say_show_user); history.append(gpt_say) yield from update_ui(chatbot=chatbot, history=history, msg=msg) # 刷新界面 res = write_history_to_file(history) promote_file_to_downloadzone(res, chatbot=chatbot) promote_file_to_downloadzone(pdf_path, chatbot=chatbot) - chatbot.append(("完成了吗？", res + "\n\nPDF文件也已经下载")) + chatbot.append(["完成了吗？", res + "\n\nPDF文件也已经下载"]) yield from update_ui(chatbot=chatbot, history=history, msg=msg) # 刷新界面 diff --git "a/crazy_functions/\344\272\222\345\212\250\345\260\217\346\270\270\346\210\217.py" "b/crazy_functions/\344\272\222\345\212\250\345\260\217\346\270\270\346\210\217.py" index cf1af2297..e8b614b65 100644 --- "a/crazy_functions/\344\272\222\345\212\250\345\260\217\346\270\270\346\210\217.py" +++ "b/crazy_functions/\344\272\222\345\212\250\345\260\217\346\270\270\346\210\217.py" @@ -1,4 +1,4 @@ -from toolbox import CatchException, update_ui, update_ui_lastest_msg +from common.toolbox import CatchException, update_ui, update_ui_lastest_msg from crazy_functions.multi_stage.multi_stage_utils import GptAcademicGameBaseState from crazy_functions.crazy_utils import request_gpt_model_in_new_thread_with_ui_alive from request_llms.bridge_all import predict_no_ui_long_connection diff --git "a/crazy_functions/\344\272\244\344\272\222\345\212\237\350\203\275\345\207\275\346\225\260\346\250\241\346\235\277.py" "b/crazy_functions/\344\272\244\344\272\222\345\212\237\350\203\275\345\207\275\346\225\260\346\250\241\346\235\277.py" index 4a8ae6f62..805f38858 100644 --- "a/crazy_functions/\344\272\244\344\272\222\345\212\237\350\203\275\345\207\275\346\225\260\346\250\241\346\235\277.py" +++ "b/crazy_functions/\344\272\244\344\272\222\345\212\237\350\203\275\345\207\275\346\225\260\346\250\241\346\235\277.py" @@ -1,4 +1,4 @@ -from toolbox import CatchException, update_ui +from common.toolbox import CatchException, update_ui from .crazy_utils import request_gpt_model_in_new_thread_with_ui_alive @@ -14,7 +14,7 @@ def 交互功能模板函数(txt, llm_kwargs, plugin_kwargs, chatbot, history, s user_request 当前用户的请求信息（IP地址等） """ history = [] # 清空历史，以免输入溢出 - chatbot.append(("这是什么功能？", "交互功能函数模板。在执行完成之后, 可以将自身的状态存储到cookie中, 等待用户的再次调用。")) + chatbot.append(["这是什么功能？", "交互功能函数模板。在执行完成之后, 可以将自身的状态存储到cookie中, 等待用户的再次调用。"]) yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 state = chatbot._cookies.get('plugin_state_0001', None) # 初始化插件状态 @@ -23,7 +23,7 @@ def 交互功能模板函数(txt, llm_kwargs, plugin_kwargs, chatbot, history, s chatbot._cookies['lock_plugin'] = 'crazy_functions.交互功能函数模板->交互功能模板函数' # 赋予插件锁定 锁定插件回调路径，当下一次用户提交时，会直接转到该函数 chatbot._cookies['plugin_state_0001'] = 'wait_user_keyword' # 赋予插件状态 - chatbot.append(("第一次调用：", "请输入关键词, 我将为您查找相关壁纸, 建议使用英文单词, 插件锁定中，请直接提交即可。")) + chatbot.append(["第一次调用：", "请输入关键词, 我将为您查找相关壁纸, 建议使用英文单词, 插件锁定中，请直接提交即可。"]) yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 return @@ -32,7 +32,7 @@ def 交互功能模板函数(txt, llm_kwargs, plugin_kwargs, chatbot, history, s chatbot._cookies['plugin_state_0001'] = None # 解除插件状态，避免遗忘导致死锁 # 解除插件锁定 - chatbot.append((f"获取关键词：{txt}", "")) + chatbot.append([f"获取关键词：{txt}", ""]) yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 page_return = get_image_page_by_keyword(txt) inputs=inputs_show_user=f"Extract all image urls in this html page, pick the first 5 images and show them with markdown format: \n\n {page_return}" diff --git "a/crazy_functions/\344\273\243\347\240\201\351\207\215\345\206\231\344\270\272\345\205\250\350\213\261\346\226\207_\345\244\232\347\272\277\347\250\213.py" "b/crazy_functions/\344\273\243\347\240\201\351\207\215\345\206\231\344\270\272\345\205\250\350\213\261\346\226\207_\345\244\232\347\272\277\347\250\213.py" new file mode 100644 index 000000000..b199a2966 --- /dev/null +++ "b/crazy_functions/\344\273\243\347\240\201\351\207\215\345\206\231\344\270\272\345\205\250\350\213\261\346\226\207_\345\244\232\347\272\277\347\250\213.py" @@ -0,0 +1,138 @@ +import threading +from request_llms.bridge_all import predict_no_ui_long_connection +from common.toolbox import update_ui +from common.toolbox import CatchException, write_results_to_file, report_execption +from .crazy_utils import breakdown_txt_to_satisfy_token_limit + +def extract_code_block_carefully(txt): + splitted = txt.split('```') + n_code_block_seg = len(splitted) - 1 + if n_code_block_seg <= 1: return txt + # 剩下的情况都开头除去 ``` 结尾除去一次 ``` + txt_out = '```'.join(splitted[1:-1]) + return txt_out + + + +def break_txt_into_half_at_some_linebreak(txt): + lines = txt.split('\n') + n_lines = len(lines) + pre = lines[:(n_lines//2)] + post = lines[(n_lines//2):] + return "\n".join(pre), "\n".join(post) + + +@CatchException +def 全项目切换英文(txt, llm_kwargs, plugin_kwargs, chatbot, history, sys_prompt, web_port): + # 第1步：清空历史，以免输入溢出 + history = [] + + # 第2步：尝试导入依赖，如果缺少依赖，则给出安装建议 + try: + import tiktoken + except: + report_execption(chatbot, history, + a = f"解析项目: {txt}", + b = f"导入软件依赖失败。使用该模块需要额外依赖，安装方法```pip install --upgrade tiktoken```。") + yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 + return + + # 第3步：集合文件 + import time, glob, os, shutil + os.makedirs('gpt_log/generated_english_version', exist_ok=True) + os.makedirs('gpt_log/generated_english_version/crazy_functions', exist_ok=True) + file_manifest = [f for f in glob.glob('./*.py') if ('test_project' not in f) and ('gpt_log' not in f)] + \ + [f for f in glob.glob('./crazy_functions/*.py') if ('test_project' not in f) and ('gpt_log' not in f)] + # file_manifest = ['./toolbox.py'] + i_say_show_user_buffer = [] + + # 第4步：随便显示点什么防止卡顿的感觉 + for index, fp in enumerate(file_manifest): + # if 'test_project' in fp: continue + with open(fp, 'r', encoding='utf-8', errors='replace') as f: + file_content = f.read() + i_say_show_user =f'[{index}/{len(file_manifest)}] 接下来请将以下代码中包含的所有中文转化为英文，只输出转化后的英文代码，请用代码块输出代码: {os.path.abspath(fp)}' + i_say_show_user_buffer.append(i_say_show_user) + chatbot.append([i_say_show_user, "[Local Message] 等待多线程操作，中间过程不予显示."]) + yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 + + + # 第5步：Token限制下的截断与处理 + MAX_TOKEN = 3000 + from request_llms.bridge_all import model_info + enc = model_info["gpt-3.5-turbo"]['tokenizer'] + def get_token_fn(txt): return len(enc.encode(txt, disallowed_special=())) + + + # 第6步：任务函数 + mutable_return = [None for _ in file_manifest] + observe_window = [[""] for _ in file_manifest] + def thread_worker(fp,index): + if index > 10: + time.sleep(60) + print('Openai 限制免费用户每分钟20次请求，降低请求频率中。') + with open(fp, 'r', encoding='utf-8', errors='replace') as f: + file_content = f.read() + i_say_template = lambda fp, file_content: f'接下来请将以下代码中包含的所有中文转化为英文，只输出代码，文件名是{fp}，文件代码是 ```{file_content}```' + try: + gpt_say = "" + # 分解代码文件 + file_content_breakdown = breakdown_txt_to_satisfy_token_limit(file_content, get_token_fn, MAX_TOKEN) + for file_content_partial in file_content_breakdown: + i_say = i_say_template(fp, file_content_partial) + # # ** gpt request ** + gpt_say_partial = predict_no_ui_long_connection(inputs=i_say, llm_kwargs=llm_kwargs, history=[], sys_prompt=sys_prompt, observe_window=observe_window[index]) + gpt_say_partial = extract_code_block_carefully(gpt_say_partial) + gpt_say += gpt_say_partial + mutable_return[index] = gpt_say + except ConnectionAbortedError as token_exceed_err: + print('至少一个线程任务Token溢出而失败', e) + except Exception as e: + print('至少一个线程任务意外失败', e) + + # 第7步：所有线程同时开始执行任务函数 + handles = [threading.Thread(target=thread_worker, args=(fp,index)) for index, fp in enumerate(file_manifest)] + for h in handles: + h.daemon = True + h.start() + chatbot.append(['开始了吗？', f'多线程操作已经开始']) + yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 + + # 第8步：循环轮询各个线程是否执行完毕 + cnt = 0 + while True: + cnt += 1 + time.sleep(0.2) + th_alive = [h.is_alive() for h in handles] + if not any(th_alive): break + # 更好的UI视觉效果 + observe_win = [] + for thread_index, alive in enumerate(th_alive): + observe_win.append("[ ..."+observe_window[thread_index][0][-60:].replace('\n','').replace('```','...').replace(' ','.').replace('
','.....').replace('$','.')+"... ]") + stat = [f'执行中: {obs}\n\n' if alive else '已完成\n\n' for alive, obs in zip(th_alive, observe_win)] + stat_str = ''.join(stat) + chatbot[-1] = [chatbot[-1][0], f'多线程操作已经开始，完成情况: \n\n{stat_str}' + ''.join(['.']*(cnt%10+1))] + yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 + + # 第9步：把结果写入文件 + for index, h in enumerate(handles): + h.join() # 这里其实不需要join了，肯定已经都结束了 + fp = file_manifest[index] + gpt_say = mutable_return[index] + i_say_show_user = i_say_show_user_buffer[index] + + where_to_relocate = f'gpt_log/generated_english_version/{fp}' + if gpt_say is not None: + with open(where_to_relocate, 'w+', encoding='utf-8') as f: + f.write(gpt_say) + else: # 失败 + shutil.copyfile(file_manifest[index], where_to_relocate) + chatbot.append([i_say_show_user, f'[Local Message] 已完成{os.path.abspath(fp)}的转化，\n\n存入{os.path.abspath(where_to_relocate)}']) + history.append(i_say_show_user); history.append(gpt_say) + yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 + time.sleep(1) + + # 第10步：备份一个文件 + res = write_results_to_file(history) + chatbot.append(["生成一份任务执行报告", res]) + yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 diff --git "a/crazy_functions/\345\207\275\346\225\260\345\212\250\346\200\201\347\224\237\346\210\220.py" "b/crazy_functions/\345\207\275\346\225\260\345\212\250\346\200\201\347\224\237\346\210\220.py" index 2ca23559a..199bb692d 100644 --- "a/crazy_functions/\345\207\275\346\225\260\345\212\250\346\200\201\347\224\237\346\210\220.py" +++ "b/crazy_functions/\345\207\275\346\225\260\345\212\250\346\200\201\347\224\237\346\210\220.py" @@ -14,8 +14,8 @@ """ -from toolbox import CatchException, update_ui, gen_time_str, trimmed_format_exc, is_the_upload_folder -from toolbox import promote_file_to_downloadzone, get_log_folder, update_ui_lastest_msg +from common.toolbox import CatchException, update_ui, gen_time_str, trimmed_format_exc, is_the_upload_folder +from common.toolbox import promote_file_to_downloadzone, get_log_folder, update_ui_lastest_msg from .crazy_utils import request_gpt_model_in_new_thread_with_ui_alive, get_plugin_arg from .crazy_utils import input_clipping, try_install_deps from crazy_functions.gen_fns.gen_fns_shared import is_function_successfully_generated diff --git "a/crazy_functions/\345\221\275\344\273\244\350\241\214\345\212\251\346\211\213.py" "b/crazy_functions/\345\221\275\344\273\244\350\241\214\345\212\251\346\211\213.py" index 43c6d8fb5..232f956d5 100644 --- "a/crazy_functions/\345\221\275\344\273\244\350\241\214\345\212\251\346\211\213.py" +++ "b/crazy_functions/\345\221\275\344\273\244\350\241\214\345\212\251\346\211\213.py" @@ -1,4 +1,4 @@ -from toolbox import CatchException, update_ui, gen_time_str +from common.toolbox import CatchException, update_ui, gen_time_str from .crazy_utils import request_gpt_model_in_new_thread_with_ui_alive from .crazy_utils import input_clipping import copy, json diff --git "a/crazy_functions/\345\233\276\347\211\207\347\224\237\346\210\220.py" "b/crazy_functions/\345\233\276\347\211\207\347\224\237\346\210\220.py" index 24d35630f..bf966dcc1 100644 --- "a/crazy_functions/\345\233\276\347\211\207\347\224\237\346\210\220.py" +++ "b/crazy_functions/\345\233\276\347\211\207\347\224\237\346\210\220.py" @@ -1,5 +1,7 @@ -from toolbox import CatchException, update_ui, get_conf, select_api_key, get_log_folder +from common.gr_converter_html import html_local_img +from common.toolbox import CatchException, update_ui, get_conf, select_api_key, get_log_folder from crazy_functions.multi_stage.multi_stage_utils import GptAcademicState +from crazy_functions.reader_fns.local_markdown import to_markdown_tabs def gen_image(llm_kwargs, prompt, resolution="1024x1024", model="dall-e-2", quality=None, style=None): @@ -11,7 +13,7 @@ def gen_image(llm_kwargs, prompt, resolution="1024x1024", model="dall-e-2", qual api_key = select_api_key(llm_kwargs['api_key'], llm_kwargs['llm_model']) chat_endpoint = model_info[llm_kwargs['llm_model']]['endpoint'] # 'https://api.openai.com/v1/chat/completions' - img_endpoint = chat_endpoint.replace('chat/completions','images/generations') + img_endpoint = chat_endpoint.replace('chat/completions', 'images/generations') # # Generate the image url = img_endpoint headers = { @@ -40,10 +42,9 @@ def gen_image(llm_kwargs, prompt, resolution="1024x1024", model="dall-e-2", qual file_path = f'{get_log_folder()}/image_gen/' os.makedirs(file_path, exist_ok=True) file_name = 'Image' + time.strftime("%Y-%m-%d-%H-%M-%S", time.localtime()) + '.png' - with open(file_path+file_name, 'wb+') as f: f.write(r.content) - - - return image_url, file_path+file_name + with open(file_path + file_name, 'wb+') as f: + f.write(r.content) + return image_url, file_path + file_name def edit_image(llm_kwargs, prompt, image_path, resolution="1024x1024", model="dall-e-2"): @@ -54,25 +55,25 @@ def edit_image(llm_kwargs, prompt, image_path, resolution="1024x1024", model="da api_key = select_api_key(llm_kwargs['api_key'], llm_kwargs['llm_model']) chat_endpoint = model_info[llm_kwargs['llm_model']]['endpoint'] # 'https://api.openai.com/v1/chat/completions' - img_endpoint = chat_endpoint.replace('chat/completions','images/edits') + img_endpoint = chat_endpoint.replace('chat/completions', 'images/edits') # # Generate the image url = img_endpoint n = 1 headers = { 'Authorization': f"Bearer {api_key}", } - make_transparent(image_path, image_path+'.tsp.png') - make_square_image(image_path+'.tsp.png', image_path+'.tspsq.png') - resize_image(image_path+'.tspsq.png', image_path+'.ready.png', max_size=1024) - image_path = image_path+'.ready.png' + make_transparent(image_path, image_path + '.tsp.png') + make_square_image(image_path + '.tsp.png', image_path + '.tspsq.png') + resize_image(image_path + '.tspsq.png', image_path + '.ready.png', max_size=1024) + image_path = image_path + '.ready.png' with open(image_path, 'rb') as f: file_content = f.read() files = { 'image': (os.path.basename(image_path), file_content), # 'mask': ('mask.png', open('mask.png', 'rb')) - 'prompt': (None, prompt), - "n": (None, str(n)), - 'size': (None, resolution), + 'prompt': (None, prompt), + "n": (None, str(n)), + 'size': (None, resolution), } response = requests.post(url, headers=headers, files=files, proxies=proxies) @@ -86,10 +87,10 @@ def edit_image(llm_kwargs, prompt, image_path, resolution="1024x1024", model="da file_path = f'{get_log_folder()}/image_gen/' os.makedirs(file_path, exist_ok=True) file_name = 'Image' + time.strftime("%Y-%m-%d-%H-%M-%S", time.localtime()) + '.png' - with open(file_path+file_name, 'wb+') as f: f.write(r.content) + with open(file_path + file_name, 'wb+') as f: + f.write(r.content) - - return image_url, file_path+file_name + return image_url, file_path + file_name @CatchException @@ -105,37 +106,35 @@ def 图片生成_DALLE2(prompt, llm_kwargs, plugin_kwargs, chatbot, history, sys """ history = [] # 清空历史,以免输入溢出 if prompt.strip() == "": - chatbot.append((prompt, "[Local Message] 图像生成提示为空白，请在“输入区”输入图像生成提示。")) + chatbot.append([prompt, "[Local Message] 图像生成提示为空白，请在“输入区”输入图像生成提示。"]) yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 界面更新 return - chatbot.append(("您正在调用“图像生成”插件。", "[Local Message] 生成图像, 请先把模型切换至gpt-*。如果中文Prompt效果不理想, 请尝试英文Prompt。正在处理中 .....")) + chatbot.append(["您正在调用“图像生成”插件。", "[Local Message] 生成图像, 请先把模型切换至gpt-*。如果中文Prompt效果不理想, 请尝试英文Prompt。正在处理中 ....."]) yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 由于请求gpt需要一段时间,我们先及时地做一次界面更新 if ("advanced_arg" in plugin_kwargs) and (plugin_kwargs["advanced_arg"] == ""): plugin_kwargs.pop("advanced_arg") resolution = plugin_kwargs.get("advanced_arg", '1024x1024') image_url, image_path = gen_image(llm_kwargs, prompt, resolution) - chatbot.append([prompt, - f'图像中转网址:
`{image_url}`
'+ - f'中转网址预览:
' - f'本地文件地址:
`{image_path}`
'+ - f'本地文件预览:
' - ]) - yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 界面更新 + markd_show = to_markdown_tabs(head=['图像预览'], + tabs=[[html_local_img(image_path), + f'[Full Screen Preview](file={image_path})']]) + chatbot.append([prompt, markd_show]) + yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 界面更新 @CatchException def 图片生成_DALLE3(prompt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, user_request): history = [] # 清空历史,以免输入溢出 if prompt.strip() == "": - chatbot.append((prompt, "[Local Message] 图像生成提示为空白，请在“输入区”输入图像生成提示。")) + chatbot.append([prompt, "[Local Message] 图像生成提示为空白，请在“输入区”输入图像生成提示。"]) yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 界面更新 return - chatbot.append(("您正在调用“图像生成”插件。", "[Local Message] 生成图像, 请先把模型切换至gpt-*。如果中文Prompt效果不理想, 请尝试英文Prompt。正在处理中 .....")) + chatbot.append(["您正在调用“图像生成”插件。", "[Local Message] 生成图像, 请先把模型切换至gpt-*。如果中文Prompt效果不理想, 请尝试英文Prompt。正在处理中 ....."]) yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 由于请求gpt需要一段时间,我们先及时地做一次界面更新 if ("advanced_arg" in plugin_kwargs) and (plugin_kwargs["advanced_arg"] == ""): plugin_kwargs.pop("advanced_arg") resolution_arg = plugin_kwargs.get("advanced_arg", '1024x1024-standard-vivid').lower() parts = resolution_arg.split('-') - resolution = parts[0] # 解析分辨率 - quality = 'standard' # 质量与风格默认值 + resolution = parts[0] # 解析分辨率 + quality = 'standard' # 质量与风格默认值 style = 'vivid' # 遍历检查是否有额外参数 for part in parts[1:]: @@ -144,13 +143,11 @@ def 图片生成_DALLE3(prompt, llm_kwargs, plugin_kwargs, chatbot, history, sys elif part in ['vivid', 'natural']: style = part image_url, image_path = gen_image(llm_kwargs, prompt, resolution, model="dall-e-3", quality=quality, style=style) - chatbot.append([prompt, - f'图像中转网址:
`{image_url}`
'+ - f'中转网址预览:
' - f'本地文件地址:
`{image_path}`
'+ - f'本地文件预览:
' - ]) - yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 界面更新 + markd_show = to_markdown_tabs(head=['图像预览'], + tabs=[[html_local_img(image_path), + f'[Full Screen Preview](file={image_path})']]) + chatbot.append([prompt, markd_show]) + yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 界面更新 class ImageEditState(GptAcademicState): @@ -178,14 +175,17 @@ def get_resolution(self, x): return (x in ['256x256', '512x512', '1024x1024']), x def get_prompt(self, x): - confirm = (len(x)>=5) and (not self.get_resolution(x)[0]) and (not self.get_image_file(x)[0]) + confirm = (len(x) >= 5) and (not self.get_resolution(x)[0]) and (not self.get_image_file(x)[0]) return confirm, x def reset(self): self.req = [ - {'value':None, 'description': '请先上传图像（必须是.png格式）, 然后再次点击本插件', 'verify_fn': self.get_image_file}, - {'value':None, 'description': '请输入分辨率,可选：256x256, 512x512 或 1024x1024, 然后再次点击本插件', 'verify_fn': self.get_resolution}, - {'value':None, 'description': '请输入修改需求,建议您使用英文提示词, 然后再次点击本插件', 'verify_fn': self.get_prompt}, + {'value': None, 'description': '请先上传图像（必须是.png格式）, 然后再次点击本插件', + 'verify_fn': self.get_image_file}, + {'value': None, 'description': '请输入分辨率,可选：256x256, 512x512 或 1024x1024, 然后再次点击本插件', + 'verify_fn': self.get_resolution}, + {'value': None, 'description': '请输入修改需求,建议您使用英文提示词, 然后再次点击本插件', + 'verify_fn': self.get_prompt}, ] self.info = "" @@ -208,15 +208,18 @@ def next_req(self): def already_obtained_all_materials(self): return all([x['value'] is not None for x in self.req]) + @CatchException def 图片修改_DALLE2(prompt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, user_request): # 尚未完成 - history = [] # 清空历史 + history = [] # 清空历史 state = ImageEditState.get_state(chatbot, ImageEditState) state = state.feed(prompt, chatbot) state.lock_plugin(chatbot) if not state.already_obtained_all_materials(): - chatbot.append(["图片修改\n\n1. 上传图片（图片中需要修改的位置用橡皮擦擦除为纯白色，即RGB=255,255,255）\n2. 输入分辨率 \n3. 输入修改需求", state.next_req()]) + chatbot.append([ + "图片修改\n\n1. 上传图片（图片中需要修改的位置用橡皮擦擦除为纯白色，即RGB=255,255,255）\n2. 输入分辨率 \n3. 输入修改需求", + state.next_req()]) yield from update_ui(chatbot=chatbot, history=history) return @@ -226,15 +229,14 @@ def 图片修改_DALLE2(prompt, llm_kwargs, plugin_kwargs, chatbot, history, sys chatbot.append(["图片修改, 执行中", f"图片:`{image_path}`
分辨率:`{resolution}`
修改需求:`{prompt}`"]) yield from update_ui(chatbot=chatbot, history=history) image_url, image_path = edit_image(llm_kwargs, prompt, image_path, resolution) - chatbot.append([prompt, - f'图像中转网址:
`{image_url}`
'+ - f'中转网址预览:
' - f'本地文件地址:
`{image_path}`
'+ - f'本地文件预览:
' - ]) - yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 界面更新 + markd_show = to_markdown_tabs(head=['图像预览'], + tabs=[[html_local_img(image_path), + f'[Full Screen Preview](file={image_path})']]) + chatbot.append([prompt, markd_show]) + yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 界面更新 state.unlock_plugin(chatbot) + def make_transparent(input_image_path, output_image_path): from PIL import Image image = Image.open(input_image_path) @@ -249,6 +251,7 @@ def make_transparent(input_image_path, output_image_path): image.putdata(new_data) image.save(output_image_path, "PNG") + def resize_image(input_path, output_path, max_size=1024): from PIL import Image with Image.open(input_path) as img: @@ -266,6 +269,7 @@ def resize_image(input_path, output_path, max_size=1024): else: img.save(output_path) + def make_square_image(input_path, output_path): from PIL import Image with Image.open(input_path) as img: diff --git "a/crazy_functions/\345\244\232\346\231\272\350\203\275\344\275\223.py" "b/crazy_functions/\345\244\232\346\231\272\350\203\275\344\275\223.py" index 00e4539c5..9782897a6 100644 --- "a/crazy_functions/\345\244\232\346\231\272\350\203\275\344\275\223.py" +++ "b/crazy_functions/\345\244\232\346\231\272\350\203\275\344\275\223.py" @@ -6,8 +6,8 @@ """ -from toolbox import CatchException, update_ui, gen_time_str, trimmed_format_exc, ProxyNetworkActivate -from toolbox import get_conf, select_api_key, update_ui_lastest_msg, Singleton +from common.toolbox import CatchException, update_ui, gen_time_str, trimmed_format_exc, ProxyNetworkActivate +from common.toolbox import get_conf, select_api_key, update_ui_lastest_msg, Singleton from crazy_functions.crazy_utils import request_gpt_model_in_new_thread_with_ui_alive, get_plugin_arg from crazy_functions.crazy_utils import input_clipping, try_install_deps from crazy_functions.agent_fns.persistent import GradioMultiuserManagerForPersistentClasses diff --git "a/crazy_functions/\345\257\271\350\257\235\345\216\206\345\217\262\345\255\230\346\241\243.py" "b/crazy_functions/\345\257\271\350\257\235\345\216\206\345\217\262\345\255\230\346\241\243.py" index 0132bc028..0559c8a34 100644 --- "a/crazy_functions/\345\257\271\350\257\235\345\216\206\345\217\262\345\255\230\346\241\243.py" +++ "b/crazy_functions/\345\257\271\350\257\235\345\216\206\345\217\262\345\255\230\346\241\243.py" @@ -1,8 +1,9 @@ -from toolbox import CatchException, update_ui, promote_file_to_downloadzone, get_log_folder, get_user +from common.toolbox import CatchException, update_ui, promote_file_to_downloadzone, get_log_folder, get_user import re f_prefix = 'GPT-Academic对话存档' + def write_chat_to_file(chatbot, history=None, file_name=None): """ 将对话记录history以Markdown格式写入文件中。如果没有指定文件名，则使用当前时间生成文件名。 @@ -13,8 +14,7 @@ def write_chat_to_file(chatbot, history=None, file_name=None): file_name = f_prefix + time.strftime("%Y-%m-%d-%H-%M-%S", time.localtime()) + '.html' fp = os.path.join(get_log_folder(get_user(chatbot), plugin_name='chat_history'), file_name) with open(fp, 'w', encoding='utf8') as f: - from themes.theme import advanced_css - f.write(f'对话历史') + f.write(f'对话历史') for i, contents in enumerate(chatbot): for j, content in enumerate(contents): try: # 这个bug没找到触发条件，暂时先这样顶一下 diff --git "a/crazy_functions/\346\200\273\347\273\223word\346\226\207\346\241\243.py" "b/crazy_functions/\346\200\273\347\273\223word\346\226\207\346\241\243.py" index c27c952fd..93281f072 100644 --- "a/crazy_functions/\346\200\273\347\273\223word\346\226\207\346\241\243.py" +++ "b/crazy_functions/\346\200\273\347\273\223word\346\226\207\346\241\243.py" @@ -1,12 +1,13 @@ -from toolbox import update_ui -from toolbox import CatchException, report_exception -from toolbox import write_history_to_file, promote_file_to_downloadzone +from common.toolbox import update_ui +from common.toolbox import CatchException, report_exception +from common.toolbox import write_history_to_file, promote_file_to_downloadzone + from .crazy_utils import request_gpt_model_in_new_thread_with_ui_alive fast_debug = False def 解析docx(file_manifest, project_folder, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt): - import time, os + import os # pip install python-docx 用于docx格式，跨平台 # pip install pywin32 用于doc格式，仅支持Win平台 for index, fp in enumerate(file_manifest): @@ -48,7 +49,7 @@ def 解析docx(file_manifest, project_folder, llm_kwargs, plugin_kwargs, chatbot sys_prompt="总结文章。" ) - chatbot[-1] = (i_say_show_user, gpt_say) + chatbot[-1] = [i_say_show_user, gpt_say] history.extend([i_say_show_user,gpt_say]) this_paper_history.extend([i_say_show_user,gpt_say]) @@ -69,12 +70,12 @@ def 解析docx(file_manifest, project_folder, llm_kwargs, plugin_kwargs, chatbot res = write_history_to_file(history) promote_file_to_downloadzone(res, chatbot=chatbot) - chatbot.append(("完成了吗？", res)) + chatbot.append(["完成了吗？", res]) yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 res = write_history_to_file(history) promote_file_to_downloadzone(res, chatbot=chatbot) - chatbot.append(("所有文件都总结完成了吗？", res)) + chatbot.append(["所有文件都总结完成了吗？", res]) yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 diff --git "a/crazy_functions/\346\200\273\347\273\223\351\237\263\350\247\206\351\242\221.py" "b/crazy_functions/\346\200\273\347\273\223\351\237\263\350\247\206\351\242\221.py" index b27bcce06..dd927a8e1 100644 --- "a/crazy_functions/\346\200\273\347\273\223\351\237\263\350\247\206\351\242\221.py" +++ "b/crazy_functions/\346\200\273\347\273\223\351\237\263\350\247\206\351\242\221.py" @@ -1,6 +1,11 @@ -from toolbox import CatchException, report_exception, select_api_key, update_ui, get_conf -from .crazy_utils import request_gpt_model_in_new_thread_with_ui_alive -from toolbox import write_history_to_file, promote_file_to_downloadzone, get_log_folder +import glob, os + +from moviepy.editor import AudioFileClip +from crazy_functions.reader_fns import crazy_box, docs_kingsoft +from common.toolbox import CatchException, select_api_key, update_ui, get_conf +from .crazy_utils import request_gpt_model_in_new_thread_with_ui_alive, get_files_from_everything +from common.toolbox import write_history_to_file, promote_file_to_downloadzone, get_log_folder, report_exception + def split_audio_file(filename, split_duration=1000): """ @@ -97,7 +102,7 @@ def AnalyAudio(parse_prompt, file_manifest, llm_kwargs, chatbot, history): sys_prompt=f"总结音频。音频文件名{fp}" ) - chatbot[-1] = (i_say_show_user, gpt_say) + chatbot[-1] = [i_say_show_user, gpt_say] history.extend([i_say_show_user, gpt_say]) audio_history.extend([i_say_show_user, gpt_say]) @@ -119,7 +124,7 @@ def AnalyAudio(parse_prompt, file_manifest, llm_kwargs, chatbot, history): res = write_history_to_file(history) promote_file_to_downloadzone(res, chatbot=chatbot) - chatbot.append((f"第{index + 1}段音频完成了吗？", res)) + chatbot.append([f"第{index + 1}段音频完成了吗？", res]) yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 # 删除中间文件夹 @@ -127,14 +132,13 @@ def AnalyAudio(parse_prompt, file_manifest, llm_kwargs, chatbot, history): shutil.rmtree(f"{get_log_folder(plugin_name='audio')}/mp3") res = write_history_to_file(history) promote_file_to_downloadzone(res, chatbot=chatbot) - chatbot.append(("所有音频都总结完成了吗？", res)) + chatbot.append(["所有音频都总结完成了吗？", res]) yield from update_ui(chatbot=chatbot, history=history) @CatchException def 总结音视频(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, WEB_PORT): import glob, os - # 基本信息：功能、贡献者 chatbot.append([ "函数插件功能？", @@ -164,7 +168,6 @@ def 总结音视频(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_pro # 搜索需要处理的文件清单 extensions = ['.mp4', '.m4a', '.wav', '.mpga', '.mpeg', '.mp3', '.avi', '.mkv', '.flac', '.aac'] - if txt.endswith(tuple(extensions)): file_manifest = [txt] else: @@ -182,5 +185,4 @@ def 总结音视频(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_pro if ("advanced_arg" in plugin_kwargs) and (plugin_kwargs["advanced_arg"] == ""): plugin_kwargs.pop("advanced_arg") parse_prompt = plugin_kwargs.get("advanced_arg", '将音频解析为简体中文') yield from AnalyAudio(parse_prompt, file_manifest, llm_kwargs, chatbot, history) - yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 diff --git "a/crazy_functions/\346\211\271\351\207\217Markdown\347\277\273\350\257\221.py" "b/crazy_functions/\346\211\271\351\207\217Markdown\347\277\273\350\257\221.py" index 9a0be943f..714a018a1 100644 --- "a/crazy_functions/\346\211\271\351\207\217Markdown\347\277\273\350\257\221.py" +++ "b/crazy_functions/\346\211\271\351\207\217Markdown\347\277\273\350\257\221.py" @@ -1,7 +1,7 @@ import glob, shutil, os, re, logging -from toolbox import update_ui, trimmed_format_exc, gen_time_str, disable_auto_promotion -from toolbox import CatchException, report_exception, get_log_folder -from toolbox import write_history_to_file, promote_file_to_downloadzone +from common.toolbox import update_ui, trimmed_format_exc, gen_time_str, disable_auto_promotion +from common.toolbox import CatchException, report_exception, get_log_folder +from common.toolbox import write_history_to_file, promote_file_to_downloadzone fast_debug = False class PaperFileGroup(): @@ -113,7 +113,7 @@ def 多文件翻译(file_manifest, project_folder, llm_kwargs, plugin_kwargs, ch res = write_history_to_file(gpt_response_collection, file_basename=create_report_file_name) promote_file_to_downloadzone(res, chatbot=chatbot) history = gpt_response_collection - chatbot.append((f"{fp}完成了吗？", res)) + chatbot.append([f"{fp}完成了吗？", res]) yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 @@ -122,7 +122,7 @@ def get_files_from_everything(txt, preference=''): success = True if txt.startswith('http'): import requests - from toolbox import get_conf + from common.toolbox import get_conf proxies = get_conf('proxies') # 网络的远程文件 if preference == 'Github': @@ -153,7 +153,8 @@ def get_files_from_everything(txt, preference=''): project_folder = None file_manifest = [] success = False - + project_folder = [] + file_manifest = [] return success, file_manifest, project_folder diff --git "a/crazy_functions/\346\211\271\351\207\217\346\200\273\347\273\223PDF\346\226\207\346\241\243.py" "b/crazy_functions/\346\211\271\351\207\217\346\200\273\347\273\223PDF\346\226\207\346\241\243.py" index 4bd772fe9..4479f67fe 100644 --- "a/crazy_functions/\346\211\271\351\207\217\346\200\273\347\273\223PDF\346\226\207\346\241\243.py" +++ "b/crazy_functions/\346\211\271\351\207\217\346\200\273\347\273\223PDF\346\226\207\346\241\243.py" @@ -1,12 +1,11 @@ -from toolbox import update_ui, promote_file_to_downloadzone, gen_time_str -from toolbox import CatchException, report_exception -from toolbox import write_history_to_file, promote_file_to_downloadzone +from common.toolbox import update_ui, promote_file_to_downloadzone, gen_time_str +from common.toolbox import CatchException, report_exception +from common.toolbox import write_history_to_file, promote_file_to_downloadzone from .crazy_utils import request_gpt_model_in_new_thread_with_ui_alive from .crazy_utils import read_and_clean_pdf_text from .crazy_utils import input_clipping - def 解析PDF(file_manifest, project_folder, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt): file_write_buffer = [] for file_name in file_manifest: @@ -14,12 +13,11 @@ def 解析PDF(file_manifest, project_folder, llm_kwargs, plugin_kwargs, chatbot, ############################## <第 0 步，切割PDF> ################################## # 递归地切割PDF文件，每一块（尽量是完整的一个section，比如introduction，experiment等，必要时再进行切割） # 的长度必须小于 2500 个 Token - file_content, page_one = read_and_clean_pdf_text(file_name) # （尝试）按照章节切割PDF - file_content = file_content.encode('utf-8', 'ignore').decode() # avoid reading non-utf8 chars + file_content, page_one = read_and_clean_pdf_text(file_name) # （尝试）按照章节切割PDF + file_content = file_content.encode('utf-8', 'ignore').decode() # avoid reading non-utf8 chars page_one = str(page_one).encode('utf-8', 'ignore').decode() # avoid reading non-utf8 chars TOKEN_LIMIT_PER_FRAGMENT = 2500 - from crazy_functions.pdf_fns.breakdown_txt import breakdown_text_to_satisfy_token_limit paper_fragments = breakdown_text_to_satisfy_token_limit(txt=file_content, limit=TOKEN_LIMIT_PER_FRAGMENT, llm_model=llm_kwargs['llm_model']) page_one_fragments = breakdown_text_to_satisfy_token_limit(txt=str(page_one), limit=TOKEN_LIMIT_PER_FRAGMENT//4, llm_model=llm_kwargs['llm_model']) @@ -31,8 +29,10 @@ def 解析PDF(file_manifest, project_folder, llm_kwargs, plugin_kwargs, chatbot, final_results.append(paper_meta) ############################## <第 2 步，迭代地历遍整个文章，提取精炼信息> ################################## - i_say_show_user = f'首先你在中文语境下通读整篇论文。'; gpt_say = "[Local Message] 收到。" # 用户提示 - chatbot.append([i_say_show_user, gpt_say]); yield from update_ui(chatbot=chatbot, history=[]) # 更新UI + i_say_show_user = f'首先你在中文语境下通读整篇论文。'; + gpt_say = "[Local Message] 收到。" # 用户提示 + chatbot.append([i_say_show_user, gpt_say]); + yield from update_ui(chatbot=chatbot, history=[]) # 更新UI iteration_results = [] last_iteration_result = paper_meta # 初始值是摘要 @@ -93,11 +93,11 @@ def 解析PDF(file_manifest, project_folder, llm_kwargs, plugin_kwargs, chatbot, file_write_buffer.extend([i_say, gpt_say]) ############################## <第 4 步，设置一个token上限> ################################## _, final_results = input_clipping("", final_results, max_token_limit=3200) - yield from update_ui(chatbot=chatbot, history=final_results) # 注意这里的历史记录被替代了 + yield from update_ui(chatbot=chatbot, history=final_results) # 注意这里的历史记录被替代了 res = write_history_to_file(file_write_buffer) promote_file_to_downloadzone(res, chatbot=chatbot) - yield from update_ui(chatbot=chatbot, history=final_results) # 刷新界面 + yield from update_ui(chatbot=chatbot, history=final_results) # 刷新界面 @CatchException @@ -108,7 +108,7 @@ def 批量总结PDF文档(txt, llm_kwargs, plugin_kwargs, chatbot, history, syst chatbot.append([ "函数插件功能？", "批量总结PDF文档。函数插件贡献者: ValeriaWong，Eralien"]) - yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 + yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 # 尝试导入依赖，如果缺少依赖，则给出安装建议 try: @@ -128,8 +128,8 @@ def 批量总结PDF文档(txt, llm_kwargs, plugin_kwargs, chatbot, history, syst project_folder = txt else: if txt == "": txt = '空空如也的输入栏' - report_exception(chatbot, history, a = f"解析项目: {txt}", b = f"找不到本地项目或无权访问: {txt}") - yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 + report_exception(chatbot, history, a=f"解析项目: {txt}", b=f"找不到本地项目或无权访问: {txt}") + yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 return # 搜索需要处理的文件清单 @@ -137,8 +137,8 @@ def 批量总结PDF文档(txt, llm_kwargs, plugin_kwargs, chatbot, history, syst # 如果没找到任何文件 if len(file_manifest) == 0: - report_exception(chatbot, history, a = f"解析项目: {txt}", b = f"找不到任何.tex或.pdf文件: {txt}") - yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 + report_exception(chatbot, history, a=f"解析项目: {txt}", b=f"找不到任何.tex或.pdf文件: {txt}") + yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 return # 开始正式执行任务 diff --git "a/crazy_functions/\346\211\271\351\207\217\346\200\273\347\273\223PDF\346\226\207\346\241\243pdfminer.py" "b/crazy_functions/\346\211\271\351\207\217\346\200\273\347\273\223PDF\346\226\207\346\241\243pdfminer.py" index 4532f3dba..6a1ee2025 100644 --- "a/crazy_functions/\346\211\271\351\207\217\346\200\273\347\273\223PDF\346\226\207\346\241\243pdfminer.py" +++ "b/crazy_functions/\346\211\271\351\207\217\346\200\273\347\273\223PDF\346\226\207\346\241\243pdfminer.py" @@ -1,7 +1,7 @@ -from toolbox import update_ui -from toolbox import CatchException, report_exception +from common.toolbox import update_ui +from common.toolbox import CatchException, report_exception from .crazy_utils import request_gpt_model_in_new_thread_with_ui_alive -from toolbox import write_history_to_file, promote_file_to_downloadzone +from common.toolbox import write_history_to_file, promote_file_to_downloadzone fast_debug = False @@ -14,7 +14,6 @@ def readPdf(pdfPath): from pdfminer.pdfdocument import PDFDocument from pdfminer.pdfpage import PDFPage, PDFTextExtractionNotAllowed from pdfminer.pdfinterp import PDFResourceManager, PDFPageInterpreter - from pdfminer.pdfdevice import PDFDevice from pdfminer.layout import LAParams from pdfminer.converter import PDFPageAggregator @@ -64,7 +63,7 @@ def readPdf(pdfPath): def 解析Paper(file_manifest, project_folder, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt): - import time, glob, os + import time, os from bs4 import BeautifulSoup print('begin analysis on:', file_manifest) for index, fp in enumerate(file_manifest): @@ -78,7 +77,7 @@ def 解析Paper(file_manifest, project_folder, llm_kwargs, plugin_kwargs, chatbo prefix = "接下来请你逐文件分析下面的论文文件，概括其内容" if index==0 else "" i_say = prefix + f'请对下面的文章片段用中文做一个概述，文件名是{os.path.relpath(fp, project_folder)}，文章内容是 ```{file_content}```' i_say_show_user = prefix + f'[{index}/{len(file_manifest)}] 请对下面的文章片段做一个概述: {os.path.abspath(fp)}' - chatbot.append((i_say_show_user, "[Local Message] waiting gpt response.")) + chatbot.append([i_say_show_user, "[Local Message] waiting gpt response."]) yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 if not fast_debug: @@ -92,14 +91,14 @@ def 解析Paper(file_manifest, project_folder, llm_kwargs, plugin_kwargs, chatbo history=[], sys_prompt="总结文章。" ) # 带超时倒计时 - chatbot[-1] = (i_say_show_user, gpt_say) + chatbot[-1] = [i_say_show_user, gpt_say] history.append(i_say_show_user); history.append(gpt_say) yield from update_ui(chatbot=chatbot, history=history, msg=msg) # 刷新界面 if not fast_debug: time.sleep(2) all_file = ', '.join([os.path.relpath(fp, project_folder) for index, fp in enumerate(file_manifest)]) i_say = f'根据以上你自己的分析，对全文进行概括，用学术性语言写一段中文摘要，然后再写一段英文摘要（包括{all_file}）。' - chatbot.append((i_say, "[Local Message] waiting gpt response.")) + chatbot.append([i_say, "[Local Message] waiting gpt response."]) yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 if not fast_debug: @@ -113,12 +112,12 @@ def 解析Paper(file_manifest, project_folder, llm_kwargs, plugin_kwargs, chatbo history=history, sys_prompt="总结文章。" ) # 带超时倒计时 - chatbot[-1] = (i_say, gpt_say) + chatbot[-1] = [i_say, gpt_say] history.append(i_say); history.append(gpt_say) yield from update_ui(chatbot=chatbot, history=history, msg=msg) # 刷新界面 res = write_history_to_file(history) promote_file_to_downloadzone(res, chatbot=chatbot) - chatbot.append(("完成了吗？", res)) + chatbot.append(["完成了吗？", res]) yield from update_ui(chatbot=chatbot, history=history, msg=msg) # 刷新界面 diff --git "a/crazy_functions/\346\211\271\351\207\217\347\277\273\350\257\221PDF\346\226\207\346\241\243_NOUGAT.py" "b/crazy_functions/\346\211\271\351\207\217\347\277\273\350\257\221PDF\346\226\207\346\241\243_NOUGAT.py" index d5e33c2ed..312fa15ae 100644 --- "a/crazy_functions/\346\211\271\351\207\217\347\277\273\350\257\221PDF\346\226\207\346\241\243_NOUGAT.py" +++ "b/crazy_functions/\346\211\271\351\207\217\347\277\273\350\257\221PDF\346\226\207\346\241\243_NOUGAT.py" @@ -1,11 +1,11 @@ -from toolbox import CatchException, report_exception, get_log_folder, gen_time_str -from toolbox import update_ui, promote_file_to_downloadzone, update_ui_lastest_msg, disable_auto_promotion -from toolbox import write_history_to_file, promote_file_to_downloadzone +from common.toolbox import CatchException, report_exception, get_log_folder, gen_time_str +from common.toolbox import update_ui, promote_file_to_downloadzone, update_ui_lastest_msg, disable_auto_promotion +from common.toolbox import write_history_to_file, promote_file_to_downloadzone from .crazy_utils import request_gpt_model_in_new_thread_with_ui_alive from .crazy_utils import request_gpt_model_multi_threads_with_very_awesome_ui_and_high_efficiency from .crazy_utils import read_and_clean_pdf_text from .pdf_fns.parse_pdf import parse_pdf, get_avail_grobid_url, translate_pdf -from colorful import * +from common.colorful import * import copy import os import math @@ -119,7 +119,7 @@ def 解析PDF_基于NOUGAT(file_manifest, project_folder, llm_kwargs, plugin_kwa logging.info(article_dict) yield from translate_pdf(article_dict, llm_kwargs, chatbot, fp, generated_conclusion_files, TOKEN_LIMIT_PER_FRAGMENT, DST_LANG) - chatbot.append(("给出输出文件清单", str(generated_conclusion_files + generated_html_files))) + chatbot.append(["给出输出文件清单", str(generated_conclusion_files + generated_html_files)]) yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 diff --git "a/crazy_functions/\346\217\220\347\244\272\350\257\215\350\277\255\344\273\243\344\274\230\345\214\226.py" "b/crazy_functions/\346\217\220\347\244\272\350\257\215\350\277\255\344\273\243\344\274\230\345\214\226.py" new file mode 100644 index 000000000..b38e27452 --- /dev/null +++ "b/crazy_functions/\346\217\220\347\244\272\350\257\215\350\277\255\344\273\243\344\274\230\345\214\226.py" @@ -0,0 +1,235 @@ +# encoding: utf-8 +# @Time : 2023/8/23 +# @Author : Spike +# @Descr : + +from prettytable import PrettyTable +import time +import openai +from tenacity import retry, stop_after_attempt, wait_exponential + + +use_wandb = True # set to True if you want to use wandb to log your config and results + +use_portkey = False #set to True if you want to use Portkey to log all the prompt chains and their responses Check https://portkey.ai/ + +candidate_gen_system_prompt = """Your job is to generate system prompts for GPT-4, given a description of the use-case and some test cases. + +The prompts you will be generating will be for classifiers, with 'true' and 'false' being the only possible outputs. + +In your generated prompt, you should describe how the AI should behave in plain English. Include what it will see, and what it's allowed to output. Be creative in with prompts to get the best possible results. The AI knows it's an AI -- you don't need to tell it this. + +You will be graded based on the performance of your prompt... but don't cheat! You cannot include specifics about the test cases in your prompt. Any prompts with examples will be disqualified. + +Most importantly, output NOTHING but the prompt. Do not include anything else in your message.""" + +CANDIDATE_MODEL = 'gpt-3.5-turbo' +CANDIDATE_MODEL_TEMPERATURE = 0.9 + +EVAL_MODEL = 'gpt-3.5-turbo' +EVAL_MODEL_TEMPERATURE = 0 +EVAL_MODEL_MAX_TOKENS = 1 + +NUMBER_OF_PROMPTS = 10 # this determines how many candidate prompts to generate... the higher, the more expensive + +N_RETRIES = 3 # number of times to retry a call to the ranking model if it fails + +WANDB_PROJECT_NAME = "gpt-prompt-eng" # used if use_wandb is True, Weights &| Biases project name +WANDB_RUN_NAME = None # used if use_wandb is True, optionally set the Weights & Biases run name to identify this run + +PORTKEY_API = "" # used if use_portkey is True. Get api key here: https://app.portkey.ai/ (click on profile photo on top left) +PORTKEY_TRACE = "prompt_engineer_classification_test_run" # used if use_portkey is True. Trace each run with a separate ID to differentiate prompt chains +HEADERS = {} # don't change. headers will auto populate if use_portkey is true. + + +# Get Score - retry up to N_RETRIES times, waiting exponentially between retries. +@retry(stop=stop_after_attempt(N_RETRIES), wait=wait_exponential(multiplier=1, min=4, max=70)) +def generate_candidate_prompts(description, test_cases, number_of_prompts): + outputs = openai.ChatCompletion.create( + model=CANDIDATE_MODEL, + messages=[ + {"role": "system", "content": candidate_gen_system_prompt}, + {"role": "user", "content": f"Here are some test cases:`{test_cases}`\n\nHere is the description of the use-case: `{description.strip()}`\n\nRespond with your prompt, and nothing else. Be creative."} + ], + temperature=CANDIDATE_MODEL_TEMPERATURE, + n=number_of_prompts, + headers=HEADERS) + + prompts = [] + + for i in outputs.choices: + prompts.append(i.message.content) + return prompts + + +def candidate_prompts(test_cases, prompts): + prompt_results = {prompt: {'correct': 0, 'total': 0} for prompt in prompts} + + # Initialize the table + table = PrettyTable() + table_field_names = ["Prompt", "Expected"] + [f"Prompt {i + 1}-{j + 1}" for j, prompt in enumerate(prompts) for i in + range(prompts.count(prompt))] + table.field_names = table_field_names + + # Wrap the text in the "Prompt" column + table.max_width["Prompt"] = 100 + + + for test_case in test_cases: + row = [test_case['prompt'], test_case['answer']] + for prompt in prompts: + x = openai.ChatCompletion.create( + model=EVAL_MODEL, + messages=[ + {"role": "system", "content": prompt}, + {"role": "user", "content": f"{test_case['prompt']}"} + ], + logit_bias={ + '1904': 100, # 'true' token + '3934': 100, # 'false' token + }, + max_tokens=EVAL_MODEL_MAX_TOKENS, + temperature=EVAL_MODEL_TEMPERATURE, + headers=HEADERS + ).choices[0].message.content + + status = "✅" if x == test_case['answer'] else "❌" + row.append(status) + + # Update model results + if x == test_case['answer']: + prompt_results[prompt]['correct'] += 1 + prompt_results[prompt]['total'] += 1 + + table.add_row(row) + + print(table) + + # Calculate and print the percentage of correct answers and average time for each model + best_prompt = None + best_percentage = 0 + for i, prompt in enumerate(prompts): + correct = prompt_results[prompt]['correct'] + total = prompt_results[prompt]['total'] + percentage = (correct / total) * 100 + print(f"Prompt {i + 1} got {percentage:.2f}% correct.") + if percentage > best_percentage: + best_percentage = percentage + best_prompt = prompt + + print(f"The best prompt was '{best_prompt}' with a correctness of {best_percentage:.2f}%.") + +test_cases = [ + { + 'prompt': 'Find the best contact email on this site.', + 'answer': 'true' + }, + { + 'prompt': 'who is the current president?', + 'answer': 'true' + }, + { + 'prompt': 'order me a pizza', + 'answer': 'false' + }, + { + 'prompt': 'what are some ways a doctor could use an assistant?', + 'answer': 'true' + }, + { + 'prompt': 'write a speech on the danger of cults', + 'answer': 'false' + }, + { + 'prompt': 'Make a reservation at The Accent for 9pm', + 'answer': 'false' + }, + { + 'prompt': 'organize my google drive', + 'answer': 'false' + }, + { + 'prompt': 'Find the highest-rated Italian restaurant near me.', + 'answer': 'true' + }, + { + 'prompt': 'Explain the theory of relativity.', + 'answer': 'true' + }, + { + 'prompt': 'What are the main differences between Python and Java programming languages?', + 'answer': 'true' + }, + { + 'prompt': 'Translate the following English sentence to Spanish: "The weather today is great."', + 'answer': 'false' + }, + { + 'prompt': 'Create a new event on my calendar for tomorrow at 2 pm.', + 'answer': 'false' + }, + { + 'prompt': 'Write a short story about a lonely cowboy.', + 'answer': 'false' + }, + { + 'prompt': 'Design a logo for a startup.', + 'answer': 'false' + }, + { + 'prompt': 'Compose a catchy jingle for a new soda brand.', + 'answer': 'false' + }, + { + 'prompt': 'Calculate the square root of 1999.', + 'answer': 'false' + }, + { + 'prompt': 'What are the health benefits of yoga?', + 'answer': 'true' + }, + { + 'prompt': 'find me a source of meat that can be shipped to canada', + 'answer': 'true' + }, + { + 'prompt': 'Find the best-selling book of all time.', + 'answer': 'true' + }, + { + 'prompt': 'What are the top 5 tourist attractions in Brazil?', + 'answer': 'true' + }, + { + 'prompt': 'List the main ingredients in a traditional lasagna recipe.', + 'answer': 'true' + }, + { + 'prompt': 'How does photosynthesis work in plants?', + 'answer': 'true' + }, + { + 'prompt': 'Write a Python program to reverse a string.', + 'answer': 'false' + }, + { + 'prompt': 'Create a workout routine for a beginner.', + 'answer': 'false' + }, + { + 'prompt': 'Edit my resume to highlight my project management skills.', + 'answer': 'false' + }, + { + 'prompt': 'Draft an email to a client to discuss a new proposal.', + 'answer': 'false' + }, + { + 'prompt': 'Plan a surprise birthday party for my best friend.', + 'answer': 'false' + }] + +description = "Decide if a task is research-heavy." # describe the classification task clearly + +prompts = generate_candidate_prompts(description, test_cases, NUMBER_OF_PROMPTS) +candidate_prompts(test_cases, prompts) \ No newline at end of file diff --git "a/crazy_functions/\346\225\260\345\255\246\345\212\250\347\224\273\347\224\237\346\210\220manim.py" "b/crazy_functions/\346\225\260\345\255\246\345\212\250\347\224\273\347\224\237\346\210\220manim.py" index 551a8081e..d2ca4ab80 100644 --- "a/crazy_functions/\346\225\260\345\255\246\345\212\250\347\224\273\347\224\237\346\210\220manim.py" +++ "b/crazy_functions/\346\225\260\345\255\246\345\212\250\347\224\273\347\224\237\346\210\220manim.py" @@ -1,8 +1,9 @@ import os -from toolbox import CatchException, update_ui, gen_time_str, promote_file_to_downloadzone +from common.toolbox import CatchException, update_ui, gen_time_str, promote_file_to_downloadzone from crazy_functions.crazy_utils import request_gpt_model_in_new_thread_with_ui_alive from crazy_functions.crazy_utils import input_clipping + def inspect_dependency(chatbot, history): # 尝试导入依赖，如果缺少依赖，则给出安装建议 try: @@ -15,7 +16,6 @@ def inspect_dependency(chatbot, history): def eval_manim(code): import subprocess, sys, os, shutil - with open('gpt_log/MyAnimation.py', 'w', encoding='utf8') as f: f.write(code) diff --git "a/crazy_functions/\347\220\206\350\247\243PDF\346\226\207\346\241\243\345\206\205\345\256\271.py" "b/crazy_functions/\347\220\206\350\247\243PDF\346\226\207\346\241\243\345\206\205\345\256\271.py" index fd935ab7e..b2b1d3f23 100644 --- "a/crazy_functions/\347\220\206\350\247\243PDF\346\226\207\346\241\243\345\206\205\345\256\271.py" +++ "b/crazy_functions/\347\220\206\350\247\243PDF\346\226\207\346\241\243\345\206\205\345\256\271.py" @@ -1,12 +1,12 @@ -from toolbox import update_ui -from toolbox import CatchException, report_exception +from common.toolbox import update_ui +from common.toolbox import CatchException, report_exception + from .crazy_utils import read_and_clean_pdf_text from .crazy_utils import request_gpt_model_in_new_thread_with_ui_alive fast_debug = False def 解析PDF(file_name, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt): - import tiktoken print('begin analysis on:', file_name) ############################## <第 0 步，切割PDF> ################################## @@ -48,9 +48,10 @@ def 解析PDF(file_name, llm_kwargs, plugin_kwargs, chatbot, history, system_pro ) iteration_results.append(gpt_say) last_iteration_result = gpt_say - ############################## <第 3 步，整理history> ################################## final_results.extend(iteration_results) + # 将摘要添加到历史中，方便"猜你想问"使用 + history.extend([last_iteration_result]) final_results.append(f'接下来，你是一名专业的学术教授，利用以上信息，使用中文回答我的问题。') # 接下来两句话只显示在界面上，不起实际作用 i_say_show_user = f'接下来，你是一名专业的学术教授，利用以上信息，使用中文回答我的问题。'; gpt_say = "[Local Message] 收到。" @@ -107,3 +108,4 @@ def 理解PDF文档内容标准文件输入(txt, llm_kwargs, plugin_kwargs, chat txt = file_manifest[0] # 开始正式执行任务 yield from 解析PDF(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt) + diff --git "a/crazy_functions/\347\224\237\346\210\220\345\207\275\346\225\260\346\263\250\351\207\212.py" "b/crazy_functions/\347\224\237\346\210\220\345\207\275\346\225\260\346\263\250\351\207\212.py" index 20cb6d25b..ad6b81a88 100644 --- "a/crazy_functions/\347\224\237\346\210\220\345\207\275\346\225\260\346\263\250\351\207\212.py" +++ "b/crazy_functions/\347\224\237\346\210\220\345\207\275\346\225\260\346\263\250\351\207\212.py" @@ -1,6 +1,6 @@ -from toolbox import update_ui -from toolbox import CatchException, report_exception -from toolbox import write_history_to_file, promote_file_to_downloadzone +from common.toolbox import update_ui +from common.toolbox import CatchException, report_exception +from common.toolbox import write_history_to_file, promote_file_to_downloadzone from .crazy_utils import request_gpt_model_in_new_thread_with_ui_alive fast_debug = False @@ -13,7 +13,7 @@ def 生成函数注释(file_manifest, project_folder, llm_kwargs, plugin_kwargs, i_say = f'请对下面的程序文件做一个概述，并对文件中的所有函数生成注释，使用markdown表格输出结果，文件名是{os.path.relpath(fp, project_folder)}，文件内容是 ```{file_content}```' i_say_show_user = f'[{index}/{len(file_manifest)}] 请对下面的程序文件做一个概述，并对文件中的所有函数生成注释: {os.path.abspath(fp)}' - chatbot.append((i_say_show_user, "[Local Message] waiting gpt response.")) + chatbot.append([i_say_show_user, "[Local Message] waiting gpt response."]) yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 if not fast_debug: @@ -22,7 +22,7 @@ def 生成函数注释(file_manifest, project_folder, llm_kwargs, plugin_kwargs, gpt_say = yield from request_gpt_model_in_new_thread_with_ui_alive( i_say, i_say_show_user, llm_kwargs, chatbot, history=[], sys_prompt=system_prompt) # 带超时倒计时 - chatbot[-1] = (i_say_show_user, gpt_say) + chatbot[-1] = [i_say_show_user, gpt_say] history.append(i_say_show_user); history.append(gpt_say) yield from update_ui(chatbot=chatbot, history=history, msg=msg) # 刷新界面 if not fast_debug: time.sleep(2) @@ -30,7 +30,7 @@ def 生成函数注释(file_manifest, project_folder, llm_kwargs, plugin_kwargs, if not fast_debug: res = write_history_to_file(history) promote_file_to_downloadzone(res, chatbot=chatbot) - chatbot.append(("完成了吗？", res)) + chatbot.append(["完成了吗？", res]) yield from update_ui(chatbot=chatbot, history=history, msg=msg) # 刷新界面 diff --git "a/crazy_functions/\347\237\245\350\257\206\345\272\223\351\227\256\347\255\224.py" "b/crazy_functions/\347\237\245\350\257\206\345\272\223\351\227\256\347\255\224.py" index 943eeeff2..bbcbf6249 100644 --- "a/crazy_functions/\347\237\245\350\257\206\345\272\223\351\227\256\347\255\224.py" +++ "b/crazy_functions/\347\237\245\350\257\206\345\272\223\351\227\256\347\255\224.py" @@ -1,4 +1,4 @@ -from toolbox import CatchException, update_ui, ProxyNetworkActivate, update_ui_lastest_msg, get_log_folder, get_user +from common.toolbox import CatchException, update_ui, ProxyNetworkActivate, update_ui_lastest_msg, get_log_folder, get_user from .crazy_utils import request_gpt_model_in_new_thread_with_ui_alive, get_files_from_everything install_msg =""" @@ -29,7 +29,7 @@ def 知识库文件注入(txt, llm_kwargs, plugin_kwargs, chatbot, history, syst if ("advanced_arg" in plugin_kwargs) and (plugin_kwargs["advanced_arg"] == ""): plugin_kwargs.pop("advanced_arg") kai_id = plugin_kwargs.get("advanced_arg", 'default') - chatbot.append((f"向`{kai_id}`知识库中添加文件。", "[Local Message] 从一批文件(txt, md, tex)中读取数据构建知识库, 然后进行问答。")) + chatbot.append([f"向`{kai_id}`知识库中添加文件。", "[Local Message] 从一批文件(txt, md, tex)中读取数据构建知识库, 然后进行问答。"]) yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 # resolve deps @@ -106,7 +106,7 @@ def 读取知识库作答(txt, llm_kwargs, plugin_kwargs, chatbot, history, syst vs_path = get_log_folder(user=get_user(chatbot), plugin_name='vec_store') resp, prompt = kai.answer_with_archive_by_id(txt, kai_id, vs_path) - chatbot.append((txt, f'[知识库 {kai_id}] ' + prompt)) + chatbot.append([txt, f'[知识库 {kai_id}] ' + prompt]) yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 # 由于请求gpt需要一段时间，我们先及时地做一次界面更新 gpt_say = yield from request_gpt_model_in_new_thread_with_ui_alive( inputs=prompt, inputs_show_user=txt, diff --git "a/crazy_functions/\350\201\224\347\275\221\347\232\204ChatGPT.py" "b/crazy_functions/\350\201\224\347\275\221\347\232\204ChatGPT.py" index c121e54c5..8aef1c10c 100644 --- "a/crazy_functions/\350\201\224\347\275\221\347\232\204ChatGPT.py" +++ "b/crazy_functions/\350\201\224\347\275\221\347\232\204ChatGPT.py" @@ -1,4 +1,5 @@ -from toolbox import CatchException, update_ui +from common.gr_converter_html import html_tag_color +from common.toolbox import CatchException, update_ui from .crazy_utils import request_gpt_model_in_new_thread_with_ui_alive, input_clipping import requests from bs4 import BeautifulSoup @@ -71,7 +72,7 @@ def 连接网络回答问题(txt, llm_kwargs, plugin_kwargs, chatbot, history, s yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 # 由于请求gpt需要一段时间，我们先及时地做一次界面更新 # ------------- < 第1步：爬取搜索引擎的结果 > ------------- - from toolbox import get_conf + from common.toolbox import get_conf proxies = get_conf('proxies') urls = google(txt, proxies) history = [] @@ -82,12 +83,16 @@ def 连接网络回答问题(txt, llm_kwargs, plugin_kwargs, chatbot, history, s return # ------------- < 第2步：依次访问网页 > ------------- max_search_result = 5 # 最多收纳多少个网页的结果 + i_say_1 = f"请结合互联网信息回答以下问题：{txt}" + gpt_say_1 = '' + chatbot.append([i_say_1, gpt_say_1]) for index, url in enumerate(urls[:max_search_result]): res = scrape_text(url['link'], proxies) history.extend([f"第{index}份搜索结果：", res]) - chatbot.append([f"第{index}份搜索结果：", res[:500]+"......"]) + tag = html_tag_color(f"第{index}份搜索结果：") + gpt_say_1 += f'{tag}：\n\n```folded\n{res}\n```\n\n' + chatbot[-1] = [i_say_1, gpt_say_1] yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 # 由于请求gpt需要一段时间，我们先及时地做一次界面更新 - # ------------- < 第3步：ChatGPT综合 > ------------- i_say = f"从以上搜索结果中抽取信息，然后回答问题：{txt}" i_say, history = input_clipping( # 裁剪输入，从最长的条目开始裁剪，防止爆token @@ -100,7 +105,7 @@ def 连接网络回答问题(txt, llm_kwargs, plugin_kwargs, chatbot, history, s llm_kwargs=llm_kwargs, chatbot=chatbot, history=history, sys_prompt="请从给定的若干条搜索结果中抽取信息，对最相关的两个搜索结果进行总结，然后回答问题。" ) - chatbot[-1] = (i_say, gpt_say) + chatbot[-1] = [i_say, gpt_say] history.append(i_say);history.append(gpt_say) yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 # 界面更新 diff --git "a/crazy_functions/\350\201\224\347\275\221\347\232\204ChatGPT_bing\347\211\210.py" "b/crazy_functions/\350\201\224\347\275\221\347\232\204ChatGPT_bing\347\211\210.py" index eff6f8f9a..01dfa7af4 100644 --- "a/crazy_functions/\350\201\224\347\275\221\347\232\204ChatGPT_bing\347\211\210.py" +++ "b/crazy_functions/\350\201\224\347\275\221\347\232\204ChatGPT_bing\347\211\210.py" @@ -1,4 +1,5 @@ -from toolbox import CatchException, update_ui +from common.gr_converter_html import html_tag_color +from common.toolbox import CatchException, update_ui from .crazy_utils import request_gpt_model_in_new_thread_with_ui_alive, input_clipping import requests from bs4 import BeautifulSoup @@ -65,13 +66,8 @@ def 连接bing搜索回答问题(txt, llm_kwargs, plugin_kwargs, chatbot, histor system_prompt 给gpt的静默提醒 user_request 当前用户的请求信息（IP地址等） """ - history = [] # 清空历史，以免输入溢出 - chatbot.append((f"请结合互联网信息回答以下问题：{txt}", - "[Local Message] 请注意，您正在调用一个[函数插件]的模板，该模板可以实现ChatGPT联网信息综合。该函数面向希望实现更多有趣功能的开发者，它可以作为创建新功能函数的模板。您若希望分享新的功能模组，请不吝PR！")) - yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 # 由于请求gpt需要一段时间，我们先及时地做一次界面更新 - # ------------- < 第1步：爬取搜索引擎的结果 > ------------- - from toolbox import get_conf + from common.toolbox import get_conf proxies = get_conf('proxies') urls = bing_search(txt, proxies) history = [] @@ -82,10 +78,15 @@ def 连接bing搜索回答问题(txt, llm_kwargs, plugin_kwargs, chatbot, histor return # ------------- < 第2步：依次访问网页 > ------------- max_search_result = 8 # 最多收纳多少个网页的结果 + i_say_1 = f"请结合互联网信息回答以下问题：{txt}" + gpt_say_1 = '' + chatbot.append([i_say_1, gpt_say_1]) for index, url in enumerate(urls[:max_search_result]): res = scrape_text(url['link'], proxies) history.extend([f"第{index}份搜索结果：", res]) - chatbot.append([f"第{index}份搜索结果：", res[:500]+"......"]) + tag = html_tag_color(f"第{index}份搜索结果：") + gpt_say_1 += f'{tag}\n\n```folded\n{res}\n```\n\n' + chatbot[-1] = [i_say_1, gpt_say_1] yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 # 由于请求gpt需要一段时间，我们先及时地做一次界面更新 # ------------- < 第3步：ChatGPT综合 > ------------- @@ -100,7 +101,8 @@ def 连接bing搜索回答问题(txt, llm_kwargs, plugin_kwargs, chatbot, histor llm_kwargs=llm_kwargs, chatbot=chatbot, history=history, sys_prompt="请从给定的若干条搜索结果中抽取信息，对最相关的两个搜索结果进行总结，然后回答问题。" ) - chatbot[-1] = (i_say, gpt_say) - history.append(i_say);history.append(gpt_say) + chatbot[-1] = [i_say, gpt_say] + history.append(i_say) + history.append(gpt_say) yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 # 界面更新 diff --git "a/crazy_functions/\350\231\232\347\251\272\347\273\210\347\253\257.py" "b/crazy_functions/\350\231\232\347\251\272\347\273\210\347\253\257.py" index e5fa2b673..d5df96592 100644 --- "a/crazy_functions/\350\231\232\347\251\272\347\273\210\347\253\257.py" +++ "b/crazy_functions/\350\231\232\347\251\272\347\273\210\347\253\257.py" @@ -20,8 +20,10 @@ 5. If you don't need to upload a file, you can simply repeat your command again. """ -explain_msg = """ -## 虚空终端插件说明: +explain_msg = f""" +> 无法识别意图，询问方法请参考以下说明，准备为您转发到常规对话中... + +## 插件代理说明: 1. 请用**自然语言**描述您需要做什么。例如： - 「请调用插件，为我翻译PDF论文，论文我刚刚放到上传区了」 @@ -46,8 +48,8 @@ from pydantic import BaseModel, Field from typing import List -from toolbox import CatchException, update_ui, is_the_upload_folder -from toolbox import update_ui_lastest_msg, disable_auto_promotion +from common.toolbox import CatchException, update_ui, is_the_upload_folder +from common.toolbox import update_ui_lastest_msg, disable_auto_promotion from request_llms.bridge_all import predict_no_ui_long_connection from crazy_functions.crazy_utils import request_gpt_model_in_new_thread_with_ui_alive from crazy_functions.crazy_utils import input_clipping @@ -109,7 +111,7 @@ def 虚空终端(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt # 获取当前虚空终端状态 state = VoidTerminalState.get_state(chatbot) appendix_msg = "" - + chatbot.append([txt, f'由`{llm_kwargs["llm_model"]}`作为插件代理人，正在识别您的意图，请稍等...']) # 用简单的关键词检测用户意图 is_certain, _ = analyze_intention_with_simple_rules(txt) if is_the_upload_folder(txt): @@ -124,19 +126,21 @@ def 虚空终端(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt yield from 虚空终端主路由(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, user_request) return else: - # 如果意图模糊，提示 + # 如果意图模糊，提示，并转发到普通对话 state.set_state(chatbot=chatbot, key='has_provided_explaination', value=True) state.lock_plugin(chatbot=chatbot) - chatbot.append(("虚空终端状态:", explain_msg+appendix_msg)) + chatbot.append([None, explain_msg+appendix_msg]) yield from update_ui(chatbot=chatbot, history=history) + from crazy_functions.reader_fns import crazy_box + yield from crazy_box.submit_multithreaded_tasks([txt], [txt], llm_kwargs, chatbot, history, plugin_kwargs) return def 虚空终端主路由(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, user_request): history = [] - chatbot.append(("虚空终端状态: ", f"正在执行任务: {txt}")) - yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 + chatbot.append([None, f"正在执行任务: {txt}"]) + yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 # ⭐ ⭐ ⭐ 分析用户意图 is_certain, user_intention = analyze_intention_with_simple_rules(txt) diff --git "a/crazy_functions/\350\247\243\346\236\220JupyterNotebook.py" "b/crazy_functions/\350\247\243\346\236\220JupyterNotebook.py" index 2f2c08837..6a2ea004e 100644 --- "a/crazy_functions/\350\247\243\346\236\220JupyterNotebook.py" +++ "b/crazy_functions/\350\247\243\346\236\220JupyterNotebook.py" @@ -1,6 +1,7 @@ -from toolbox import update_ui -from toolbox import CatchException, report_exception -from toolbox import write_history_to_file, promote_file_to_downloadzone +from common.toolbox import update_ui +from common.toolbox import CatchException, report_exception +from common.toolbox import write_history_to_file, promote_file_to_downloadzone + fast_debug = True @@ -104,14 +105,14 @@ def ipynb解释(file_manifest, project_folder, llm_kwargs, plugin_kwargs, chatbo # <-------- 整理结果，退出 ----------> block_result = " \n".join(gpt_response_collection) - chatbot.append(("解析的结果如下", block_result)) + chatbot.append(["解析的结果如下", block_result]) history.extend(["解析的结果如下", block_result]) yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 # <-------- 写入文件，退出 ----------> res = write_history_to_file(history) promote_file_to_downloadzone(res, chatbot=chatbot) - chatbot.append(("完成了吗？", res)) + chatbot.append(["完成了吗？", res]) yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 @CatchException @@ -144,3 +145,12 @@ def 解析ipynb文件(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_p yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 return yield from ipynb解释(file_manifest, project_folder, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, ) + +if __name__ == '__main__': + import json + filename = '' + code = parseNotebook(filename) + print(code) + with open(filename, 'r', encoding='utf-8', errors='replace') as f: + notebook = f.read() + print(notebook) diff --git "a/crazy_functions/\350\247\243\346\236\220\351\241\271\347\233\256\346\272\220\344\273\243\347\240\201.py" "b/crazy_functions/\350\247\243\346\236\220\351\241\271\347\233\256\346\272\220\344\273\243\347\240\201.py" index e510a73be..6b5f233ee 100644 --- "a/crazy_functions/\350\247\243\346\236\220\351\241\271\347\233\256\346\272\220\344\273\243\347\240\201.py" +++ "b/crazy_functions/\350\247\243\346\236\220\351\241\271\347\233\256\346\272\220\344\273\243\347\240\201.py" @@ -1,5 +1,6 @@ -from toolbox import update_ui, promote_file_to_downloadzone, disable_auto_promotion -from toolbox import CatchException, report_exception, write_history_to_file +from common.toolbox import update_ui, promote_file_to_downloadzone, disable_auto_promotion +from common.toolbox import CatchException, report_exception, write_history_to_file + from .crazy_utils import input_clipping def 解析源代码新(file_manifest, project_folder, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt): @@ -46,7 +47,7 @@ def 解析源代码新(file_manifest, project_folder, llm_kwargs, plugin_kwargs, history_to_return = report_part_1 res = write_history_to_file(report_part_1) promote_file_to_downloadzone(res, chatbot=chatbot) - chatbot.append(("完成？", "逐个文件分析已完成。" + res + "\n\n正在开始汇总。")) + chatbot.append(["完成？", "逐个文件分析已完成。" + res + "\n\n正在开始汇总。"]) yield from update_ui(chatbot=chatbot, history=history_to_return) # 刷新界面 ############################## <第二步，综合，单线程，分组+迭代处理> ################################## @@ -102,7 +103,7 @@ def 解析源代码新(file_manifest, project_folder, llm_kwargs, plugin_kwargs, history_to_return.extend(report_part_2) res = write_history_to_file(history_to_return) promote_file_to_downloadzone(res, chatbot=chatbot) - chatbot.append(("完成了吗？", res)) + chatbot.append(["完成了吗？", res]) yield from update_ui(chatbot=chatbot, history=history_to_return) # 刷新界面 def make_diagram(this_iteration_files, result, this_iteration_history_feed): diff --git "a/crazy_functions/\350\257\242\351\227\256\345\244\232\344\270\252\345\244\247\350\257\255\350\250\200\346\250\241\345\236\213.py" "b/crazy_functions/\350\257\242\351\227\256\345\244\232\344\270\252\345\244\247\350\257\255\350\250\200\346\250\241\345\236\213.py" index a608b7b09..b3b70e165 100644 --- "a/crazy_functions/\350\257\242\351\227\256\345\244\232\344\270\252\345\244\247\350\257\255\350\250\200\346\250\241\345\236\213.py" +++ "b/crazy_functions/\350\257\242\351\227\256\345\244\232\344\270\252\345\244\247\350\257\255\350\250\200\346\250\241\345\236\213.py" @@ -1,6 +1,8 @@ -from toolbox import CatchException, update_ui, get_conf +from common.toolbox import CatchException, update_ui, get_conf from .crazy_utils import request_gpt_model_in_new_thread_with_ui_alive import datetime + + @CatchException def 同时问询(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, user_request): """ @@ -14,7 +16,7 @@ def 同时问询(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt """ history = [] # 清空历史，以免输入溢出 MULTI_QUERY_LLM_MODELS = get_conf('MULTI_QUERY_LLM_MODELS') - chatbot.append((txt, "正在同时咨询" + MULTI_QUERY_LLM_MODELS)) + chatbot.append([txt, "正在同时咨询" + MULTI_QUERY_LLM_MODELS]) yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 # 由于请求gpt需要一段时间，我们先及时地做一次界面更新 # llm_kwargs['llm_model'] = 'chatglm&gpt-3.5-turbo&api2d-gpt-3.5-turbo' # 支持任意数量的llm接口，用&符号分隔 @@ -48,7 +50,7 @@ def 同时问询_指定模型(txt, llm_kwargs, plugin_kwargs, chatbot, history, # llm_kwargs['llm_model'] = 'chatglm&gpt-3.5-turbo&api2d-gpt-3.5-turbo' # 支持任意数量的llm接口，用&符号分隔 llm_kwargs['llm_model'] = plugin_kwargs.get("advanced_arg", 'chatglm&gpt-3.5-turbo') # 'chatglm&gpt-3.5-turbo' # 支持任意数量的llm接口，用&符号分隔 - chatbot.append((txt, f"正在同时咨询{llm_kwargs['llm_model']}")) + chatbot.append([txt, f"正在同时咨询{llm_kwargs['llm_model']}"]) yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 # 由于请求gpt需要一段时间，我们先及时地做一次界面更新 gpt_say = yield from request_gpt_model_in_new_thread_with_ui_alive( diff --git "a/crazy_functions/\350\257\255\351\237\263\345\212\251\346\211\213.py" "b/crazy_functions/\350\257\255\351\237\263\345\212\251\346\211\213.py" index 1e85b3613..e520666d2 100644 --- "a/crazy_functions/\350\257\255\351\237\263\345\212\251\346\211\213.py" +++ "b/crazy_functions/\350\257\255\351\237\263\345\212\251\346\211\213.py" @@ -1,5 +1,5 @@ -from toolbox import update_ui -from toolbox import CatchException, get_conf, markdown_convertion +from common.toolbox import update_ui +from common.toolbox import CatchException, get_conf, markdown_convertion from crazy_functions.crazy_utils import input_clipping from crazy_functions.agent_fns.watchdog import WatchDog from request_llms.bridge_all import predict_no_ui_long_connection @@ -42,7 +42,7 @@ def gpt_thread_worker(self, i_say, llm_kwargs, history, sys_prompt, observe_wind gpt_say_partial = predict_no_ui_long_connection(inputs=i_say, llm_kwargs=llm_kwargs, history=history, sys_prompt=sys_prompt, observe_window=observe_window[index], console_slience=True) except ConnectionAbortedError as token_exceed_err: - print('至少一个线程任务Token溢出而失败', e) + print('至少一个线程任务Token溢出而失败', token_exceed_err) except Exception as e: print('至少一个线程任务意外失败', e) diff --git "a/crazy_functions/\350\257\273\346\226\207\347\253\240\345\206\231\346\221\230\350\246\201.py" "b/crazy_functions/\350\257\273\346\226\207\347\253\240\345\206\231\346\221\230\350\246\201.py" index 48222a6dd..284290f9e 100644 --- "a/crazy_functions/\350\257\273\346\226\207\347\253\240\345\206\231\346\221\230\350\246\201.py" +++ "b/crazy_functions/\350\257\273\346\226\207\347\253\240\345\206\231\346\221\230\350\246\201.py" @@ -1,11 +1,12 @@ -from toolbox import update_ui -from toolbox import CatchException, report_exception -from toolbox import write_history_to_file, promote_file_to_downloadzone +from common.toolbox import update_ui +from common.toolbox import CatchException, report_exception +from common.toolbox import write_history_to_file, promote_file_to_downloadzone + from .crazy_utils import request_gpt_model_in_new_thread_with_ui_alive def 解析Paper(file_manifest, project_folder, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt): - import time, glob, os + import time, os print('begin analysis on:', file_manifest) for index, fp in enumerate(file_manifest): with open(fp, 'r', encoding='utf-8', errors='replace') as f: @@ -14,31 +15,31 @@ def 解析Paper(file_manifest, project_folder, llm_kwargs, plugin_kwargs, chatbo prefix = "接下来请你逐文件分析下面的论文文件，概括其内容" if index==0 else "" i_say = prefix + f'请对下面的文章片段用中文做一个概述，文件名是{os.path.relpath(fp, project_folder)}，文章内容是 ```{file_content}```' i_say_show_user = prefix + f'[{index}/{len(file_manifest)}] 请对下面的文章片段做一个概述: {os.path.abspath(fp)}' - chatbot.append((i_say_show_user, "[Local Message] waiting gpt response.")) + chatbot.append([i_say_show_user, "[Local Message] waiting gpt response."]) yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 msg = '正常' gpt_say = yield from request_gpt_model_in_new_thread_with_ui_alive(i_say, i_say_show_user, llm_kwargs, chatbot, history=[], sys_prompt=system_prompt) # 带超时倒计时 - chatbot[-1] = (i_say_show_user, gpt_say) + chatbot[-1] = [i_say_show_user, gpt_say] history.append(i_say_show_user); history.append(gpt_say) yield from update_ui(chatbot=chatbot, history=history, msg=msg) # 刷新界面 time.sleep(2) all_file = ', '.join([os.path.relpath(fp, project_folder) for index, fp in enumerate(file_manifest)]) i_say = f'根据以上你自己的分析，对全文进行概括，用学术性语言写一段中文摘要，然后再写一段英文摘要（包括{all_file}）。' - chatbot.append((i_say, "[Local Message] waiting gpt response.")) + chatbot.append([i_say, "[Local Message] waiting gpt response."]) yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 msg = '正常' # ** gpt request ** gpt_say = yield from request_gpt_model_in_new_thread_with_ui_alive(i_say, i_say, llm_kwargs, chatbot, history=history, sys_prompt=system_prompt) # 带超时倒计时 - chatbot[-1] = (i_say, gpt_say) + chatbot[-1] = [i_say, gpt_say] history.append(i_say); history.append(gpt_say) yield from update_ui(chatbot=chatbot, history=history, msg=msg) # 刷新界面 res = write_history_to_file(history) promote_file_to_downloadzone(res, chatbot=chatbot) - chatbot.append(("完成了吗？", res)) + chatbot.append(["完成了吗？", res]) yield from update_ui(chatbot=chatbot, history=history, msg=msg) # 刷新界面 diff --git "a/crazy_functions/\350\260\267\346\255\214\346\243\200\347\264\242\345\260\217\345\212\251\346\211\213.py" "b/crazy_functions/\350\260\267\346\255\214\346\243\200\347\264\242\345\260\217\345\212\251\346\211\213.py" index 278735186..30e78fd78 100644 --- "a/crazy_functions/\350\260\267\346\255\214\346\243\200\347\264\242\345\260\217\345\212\251\346\211\213.py" +++ "b/crazy_functions/\350\260\267\346\255\214\346\243\200\347\264\242\345\260\217\345\212\251\346\211\213.py" @@ -1,6 +1,6 @@ from .crazy_utils import request_gpt_model_in_new_thread_with_ui_alive -from toolbox import CatchException, report_exception, promote_file_to_downloadzone -from toolbox import update_ui, update_ui_lastest_msg, disable_auto_promotion, write_history_to_file +from common.toolbox import CatchException, report_exception, promote_file_to_downloadzone +from common.toolbox import update_ui, update_ui_lastest_msg, disable_auto_promotion, write_history_to_file import logging import requests import time @@ -8,12 +8,13 @@ ENABLE_ALL_VERSION_SEARCH = True + def get_meta_information(url, chatbot, history): import arxiv import difflib import re from bs4 import BeautifulSoup - from toolbox import get_conf + from common.toolbox import get_conf from urllib.parse import urlparse session = requests.session() @@ -44,7 +45,7 @@ def string_similar(s1, s2): if ENABLE_ALL_VERSION_SEARCH: def search_all_version(url): - time.sleep(random.randint(1,5)) # 睡一会防止触发google反爬虫 + time.sleep(random.randint(1, 5)) # 睡一会防止触发google反爬虫 response = session.get(url) soup = BeautifulSoup(response.text, "html.parser") @@ -61,8 +62,10 @@ def search_all_version(url): max_results=1, sort_by=arxiv.SortCriterion.Relevance, ) - try: paper = next(search.results()) - except: paper = None + try: + paper = next(search.results()) + except: + paper = None return paper return None @@ -89,9 +92,9 @@ def extract_arxiv_id(url): # 首先在arxiv上搜索，获取文章摘要 search = arxiv.Search( - query = title, - max_results = 1, - sort_by = arxiv.SortCriterion.Relevance, + query=title, + max_results=1, + sort_by=arxiv.SortCriterion.Relevance, ) try: paper = next(search.results()) except: paper = None @@ -100,7 +103,8 @@ def extract_arxiv_id(url): # 如果在Arxiv上匹配失败，检索文章的历史版本的题目 if not is_match and ENABLE_ALL_VERSION_SEARCH: - other_versions_page_url = [tag['href'] for tag in result.select_one('.gs_flb').select('.gs_nph') if 'cluster' in tag['href']] + other_versions_page_url = [tag['href'] for tag in result.select_one('.gs_flb').select('.gs_nph') if + 'cluster' in tag['href']] if len(other_versions_page_url) > 0: other_versions_page_url = other_versions_page_url[0] paper = search_all_version('http://' + urlparse(url).netloc + other_versions_page_url) @@ -127,10 +131,12 @@ def extract_arxiv_id(url): 'is_paper_in_arxiv': is_paper_in_arxiv, }) - chatbot[-1] = [chatbot[-1][0], title + f'\n\n是否在arxiv中（不在arxiv中无法获取完整摘要）:{is_paper_in_arxiv}\n\n' + abstract] - yield from update_ui(chatbot=chatbot, history=[]) # 刷新界面 + chatbot[-1] = [chatbot[-1][0], + title + f'\n\n是否在arxiv中（不在arxiv中无法获取完整摘要）:{is_paper_in_arxiv}\n\n' + abstract] + yield from update_ui(chatbot=chatbot, history=[]) # 刷新界面 return profile + @CatchException def 谷歌检索小助手(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, user_request): disable_auto_promotion(chatbot=chatbot) @@ -138,7 +144,7 @@ def 谷歌检索小助手(txt, llm_kwargs, plugin_kwargs, chatbot, history, syst chatbot.append([ "函数插件功能？", "分析用户提供的谷歌学术（google scholar）搜索页面中，出现的所有文章: binary-husky，插件初始化中..."]) - yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 + yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 # 尝试导入依赖，如果缺少依赖，则给出安装建议 try: @@ -156,29 +162,30 @@ def 谷歌检索小助手(txt, llm_kwargs, plugin_kwargs, chatbot, history, syst history = [] meta_paper_info_list = yield from get_meta_information(txt, chatbot, history) if len(meta_paper_info_list) == 0: - yield from update_ui_lastest_msg(lastmsg='获取文献失败，可能触发了google反爬虫机制。',chatbot=chatbot, history=history, delay=0) + yield from update_ui_lastest_msg(lastmsg='获取文献失败，可能触发了google反爬虫机制。', chatbot=chatbot, + history=history, delay=0) return batchsize = 5 - for batch in range(math.ceil(len(meta_paper_info_list)/batchsize)): + for batch in range(math.ceil(len(meta_paper_info_list) / batchsize)): if len(meta_paper_info_list[:batchsize]) > 0: i_say = "下面是一些学术文献的数据，提取出以下内容：" + \ "1、英文题目；2、中文题目翻译；3、作者；4、arxiv公开（is_paper_in_arxiv）；4、引用数量（cite）；5、中文摘要翻译。" + \ f"以下是信息源：{str(meta_paper_info_list[:batchsize])}" - inputs_show_user = f"请分析此页面中出现的所有文章：{txt}，这是第{batch+1}批" + inputs_show_user = f"请分析此页面中出现的所有文章：{txt}，这是第{batch + 1}批" gpt_say = yield from request_gpt_model_in_new_thread_with_ui_alive( inputs=i_say, inputs_show_user=inputs_show_user, llm_kwargs=llm_kwargs, chatbot=chatbot, history=[], sys_prompt="你是一个学术翻译，请从数据中提取信息。你必须使用Markdown表格。你必须逐个文献进行处理。" ) - history.extend([ f"第{batch+1}批", gpt_say ]) + history.extend([f"第{batch + 1}批", gpt_say]) meta_paper_info_list = meta_paper_info_list[batchsize:] chatbot.append(["状态？", "已经全部完成，您可以试试让AI写一个Related Works，例如您可以继续输入Write a \"Related Works\" section about \"你搜索的研究领域\" for me."]) msg = '正常' - yield from update_ui(chatbot=chatbot, history=history, msg=msg) # 刷新界面 + yield from update_ui(chatbot=chatbot, history=history, msg=msg) # 刷新界面 path = write_history_to_file(history) promote_file_to_downloadzone(path, chatbot=chatbot) chatbot.append(("完成了吗？", path)); diff --git "a/crazy_functions/\350\276\205\345\212\251\345\212\237\350\203\275.py" "b/crazy_functions/\350\276\205\345\212\251\345\212\237\350\203\275.py" index 10f71ed6f..b87309e3d 100644 --- "a/crazy_functions/\350\276\205\345\212\251\345\212\237\350\203\275.py" +++ "b/crazy_functions/\350\276\205\345\212\251\345\212\237\350\203\275.py" @@ -2,9 +2,9 @@ # @Time : 2023/4/19 # @Author : Spike # @Descr : -from toolbox import update_ui, get_conf, get_user -from toolbox import CatchException -from toolbox import default_user_name +from common.toolbox import update_ui, get_conf, get_user +from common.toolbox import CatchException +from common.toolbox import default_user_name from crazy_functions.crazy_utils import request_gpt_model_in_new_thread_with_ui_alive import shutil import os @@ -26,7 +26,7 @@ def 猜你想问(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt history=history, sys_prompt=system_prompt ) - chatbot[-1] = (show_say, gpt_say) + chatbot[-1] = [show_say, gpt_say] history.extend([show_say, gpt_say]) yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 diff --git "a/crazy_functions/\351\253\230\347\272\247\345\212\237\350\203\275\345\207\275\346\225\260\346\250\241\346\235\277.py" "b/crazy_functions/\351\253\230\347\272\247\345\212\237\350\203\275\345\207\275\346\225\260\346\250\241\346\235\277.py" index f75f0e8d2..69823e832 100644 --- "a/crazy_functions/\351\253\230\347\272\247\345\212\237\350\203\275\345\207\275\346\225\260\346\250\241\346\235\277.py" +++ "b/crazy_functions/\351\253\230\347\272\247\345\212\237\350\203\275\345\207\275\346\225\260\346\250\241\346\235\277.py" @@ -1,4 +1,4 @@ -from toolbox import CatchException, update_ui +from common.toolbox import CatchException, update_ui from crazy_functions.crazy_utils import request_gpt_model_in_new_thread_with_ui_alive import datetime @@ -96,4 +96,4 @@ def 测试图表渲染(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_ sys_prompt="" ) history.append(i_say); history.append(gpt_say) - yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 # 界面更新 \ No newline at end of file + yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 # 界面更新 diff --git a/docs/Nginx_conf/my_gradio_app.conf b/docs/Nginx_conf/my_gradio_app.conf new file mode 100644 index 000000000..c8bc34b97 --- /dev/null +++ b/docs/Nginx_conf/my_gradio_app.conf @@ -0,0 +1,63 @@ +server { + listen 80; + server_name gpt-suite.gccloud.xyz; # Change this to your domain name +# app_proxy http://127.0.0.1:7891; +# ssl on; +# ssl_certificate /path/to/ssl_certificate.crt; +# ssl_certificate_key /path/to/ssl_certificate_key.key; + location / { + proxy_pass http://127.0.0.1:7891; + proxy_set_header Host $host; + proxy_set_header X-Real-IP $remote_addr; + proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for; + } + location /spike { + proxy_pass http://127.0.0.1:7891; + proxy_set_header Host $host; + proxy_set_header X-Real-IP $remote_addr; + proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for; + } + location /spike/assets { + access_log off; + add_header Cache-Control "public,max-age=30*24*3600"; + proxy_cache nuget-cache; + proxy_cache_valid 24h; + proxy_ignore_headers Set-Cookie Cache-Control; + proxy_hide_header Cache-Control; + proxy_pass http://127.0.0.1:7891; + # 如果返回401错误，则转到@fallback_location流程 + error_page 401 @fallback_location; + # 允许Nginx为代理服务器拦截HTTP响应代码 + proxy_intercept_errors on; + } + location /spike/queue { + proxy_pass http://127.0.0.1:7891; + proxy_http_version 1.1; + proxy_set_header Upgrade $http_upgrade; + proxy_set_header Connection Upgrade; + proxy_set_header X-Real-IP $remote_addr; + proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for; + # 如果返回401错误，则转到@fallback_location流程 + error_page 401 @fallback_location; + # 允许Nginx为代理服务器拦截HTTP响应代码 + proxy_intercept_errors on; + } + location /api/ { + proxy_set_header Upgrade $http_upgrade; + proxy_set_header Connection Upgrade; + proxy_set_header X-Real-IP $remote_addr; + proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for; + } + location ~* .(xlsx|docx|xmind|md|pdf|css|js|png|jpg|jpeg|gif|gz|svg|mp4|ogg|ogv|webm|htc|xml|woff)$ { + access_log off; + add_header Cache-Control "public,max-age=30*24*3600"; + proxy_cache nuget-cache; + proxy_cache_valid 24h; + proxy_ignore_headers Set-Cookie Cache-Control; + proxy_hide_header Cache-Control; + proxy_pass http://127.0.0.1:7891; + } + location @fallback_location { + return 302 /; # 使用302重定向至首页。 + } +} \ No newline at end of file diff --git a/docs/Nginx_conf/nginx.conf b/docs/Nginx_conf/nginx.conf new file mode 100644 index 000000000..f10f56d53 --- /dev/null +++ b/docs/Nginx_conf/nginx.conf @@ -0,0 +1,84 @@ +user www-data; +worker_processes auto; +pid /run/nginx.pid; +include /etc/nginx/modules-enabled/*.conf; + +events { + worker_connections 768; + # multi_accept on; +} + +http { + ## + # Basic Settings + ## + proxy_cache_path /etc/nginx/data/nuget-cache levels=1:2 keys_zone=nuget-cache:20m max_size=50g inactive=168h; + sendfile on; + tcp_nopush on; + types_hash_max_size 2048; + # server_tokens off; + + # server_names_hash_bucket_size 64; + # server_name_in_redirect off; + + include /etc/nginx/mime.types; + default_type application/octet-stream; + + ## + # SSL Settings + ## + + ssl_protocols TLSv1 TLSv1.1 TLSv1.2 TLSv1.3; # Dropping SSLv3, ref: POODLE + ssl_prefer_server_ciphers on; + + ## + # Logging Settings + ## + + access_log /var/log/nginx/access.log; + error_log /var/log/nginx/error.log; + + ## + # Gzip Settings + ## + + gzip on; + + # 启用gzip压缩的最小文件；小于设置值的文件将不会被压缩 + gzip_min_length 1k; + gzip_vary on; + + # gzip_proxied any; + gzip_comp_level 6; + # gzip_buffers 16 8k; + # gzip_http_version 1.1; + gzip_types text/plain text/css application/json application/javascript text/xml application/xml application/xml+rss text/javascript; + + ## + # Virtual Host Configs + ## + + include /etc/nginx/conf.d/*.conf; + include /etc/nginx/sites-enabled/*; + include /etc/nginx/sites-available/*; +} +#mail { +# # See sample authentication script at: +# # http://wiki.nginx.org/ImapAuthenticateWithApachePhpScript +# +# # auth_http localhost/auth.php; +# # pop3_capabilities "TOP" "USER"; +# # imap_capabilities "IMAP4rev1" "UIDPLUS"; +# +# server { +# listen localhost:110; +# protocol pop3; +# proxy on; +# } +# +# server { +# listen localhost:143; +# protocol imap; +# proxy on; +# } +#} diff --git a/docs/OCR/ch_PP-OCRv3_det_infer/inference.pdiparams b/docs/OCR/ch_PP-OCRv3_det_infer/inference.pdiparams new file mode 100644 index 000000000..b33c3b0c9 Binary files /dev/null and b/docs/OCR/ch_PP-OCRv3_det_infer/inference.pdiparams differ diff --git a/docs/OCR/ch_PP-OCRv3_det_infer/inference.pdiparams.info b/docs/OCR/ch_PP-OCRv3_det_infer/inference.pdiparams.info new file mode 100644 index 000000000..622d87ba5 Binary files /dev/null and b/docs/OCR/ch_PP-OCRv3_det_infer/inference.pdiparams.info differ diff --git a/docs/OCR/ch_PP-OCRv3_det_infer/inference.pdmodel b/docs/OCR/ch_PP-OCRv3_det_infer/inference.pdmodel new file mode 100644 index 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b/docs/OCR/ch_ppocr_mobile_v2.0_cls_infer/inference.pdiparams new file mode 100644 index 000000000..3449efb5c Binary files /dev/null and b/docs/OCR/ch_ppocr_mobile_v2.0_cls_infer/inference.pdiparams differ diff --git a/docs/OCR/ch_ppocr_mobile_v2.0_cls_infer/inference.pdiparams.info b/docs/OCR/ch_ppocr_mobile_v2.0_cls_infer/inference.pdiparams.info new file mode 100644 index 000000000..f31a15752 Binary files /dev/null and b/docs/OCR/ch_ppocr_mobile_v2.0_cls_infer/inference.pdiparams.info differ diff --git a/docs/OCR/ch_ppocr_mobile_v2.0_cls_infer/inference.pdmodel b/docs/OCR/ch_ppocr_mobile_v2.0_cls_infer/inference.pdmodel new file mode 100644 index 000000000..b90c1550d Binary files /dev/null and b/docs/OCR/ch_ppocr_mobile_v2.0_cls_infer/inference.pdmodel differ diff --git a/docs/OCR/fonts/IBM_Plex_Mono.css b/docs/OCR/fonts/IBM_Plex_Mono.css new file mode 100644 index 000000000..6a7e23433 --- /dev/null +++ b/docs/OCR/fonts/IBM_Plex_Mono.css @@ -0,0 +1,90 @@ +/* cyrillic-ext */ +@font-face { + font-family: 'IBM Plex Mono'; + font-style: normal; + font-weight: 400; + font-display: swap; + src: url(https://fonts.gstatic.com/s/ibmplexmono/v19/-F63fjptAgt5VM-kVkqdyU8n1iIq131nj-otFQ.woff2) format('woff2'); + unicode-range: U+0460-052F, U+1C80-1C88, U+20B4, U+2DE0-2DFF, U+A640-A69F, U+FE2E-FE2F; +} +/* cyrillic */ +@font-face { + font-family: 'IBM Plex Mono'; + font-style: normal; + font-weight: 400; + font-display: swap; + src: url(https://fonts.gstatic.com/s/ibmplexmono/v19/-F63fjptAgt5VM-kVkqdyU8n1isq131nj-otFQ.woff2) format('woff2'); + unicode-range: U+0301, U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116; +} +/* vietnamese */ +@font-face { + font-family: 'IBM Plex Mono'; + font-style: normal; + font-weight: 400; + font-display: swap; + src: url(https://fonts.gstatic.com/s/ibmplexmono/v19/-F63fjptAgt5VM-kVkqdyU8n1iAq131nj-otFQ.woff2) format('woff2'); + unicode-range: U+0102-0103, U+0110-0111, U+0128-0129, U+0168-0169, U+01A0-01A1, U+01AF-01B0, U+0300-0301, U+0303-0304, U+0308-0309, U+0323, U+0329, U+1EA0-1EF9, U+20AB; +} +/* latin-ext */ +@font-face { + font-family: 'IBM Plex Mono'; + font-style: normal; + font-weight: 400; + font-display: swap; + src: url(https://fonts.gstatic.com/s/ibmplexmono/v19/-F63fjptAgt5VM-kVkqdyU8n1iEq131nj-otFQ.woff2) format('woff2'); + unicode-range: U+0100-02AF, U+0304, U+0308, U+0329, U+1E00-1E9F, U+1EF2-1EFF, U+2020, U+20A0-20AB, U+20AD-20CF, U+2113, U+2C60-2C7F, U+A720-A7FF; +} +/* latin */ +@font-face { + font-family: 'IBM Plex Mono'; + font-style: normal; + font-weight: 400; + font-display: swap; + src: url(https://fonts.gstatic.com/s/ibmplexmono/v19/-F63fjptAgt5VM-kVkqdyU8n1i8q131nj-o.woff2) format('woff2'); + unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA, U+02DC, U+0304, U+0308, U+0329, U+2000-206F, U+2074, U+20AC, U+2122, U+2191, U+2193, U+2212, U+2215, U+FEFF, U+FFFD; +} +/* cyrillic-ext */ +@font-face { + font-family: 'IBM Plex Mono'; + font-style: normal; + font-weight: 600; + font-display: swap; + src: url(https://fonts.gstatic.com/s/ibmplexmono/v19/-F6qfjptAgt5VM-kVkqdyU8n3vAOwl1FgsAXHNlYzg.woff2) format('woff2'); + unicode-range: U+0460-052F, U+1C80-1C88, U+20B4, U+2DE0-2DFF, U+A640-A69F, U+FE2E-FE2F; +} +/* cyrillic */ +@font-face { + font-family: 'IBM Plex Mono'; + font-style: normal; + font-weight: 600; + font-display: swap; + src: url(https://fonts.gstatic.com/s/ibmplexmono/v19/-F6qfjptAgt5VM-kVkqdyU8n3vAOwlRFgsAXHNlYzg.woff2) format('woff2'); + unicode-range: U+0301, U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116; +} +/* vietnamese */ +@font-face { + font-family: 'IBM Plex Mono'; + font-style: normal; + font-weight: 600; + font-display: swap; + src: url(https://fonts.gstatic.com/s/ibmplexmono/v19/-F6qfjptAgt5VM-kVkqdyU8n3vAOwl9FgsAXHNlYzg.woff2) format('woff2'); + unicode-range: U+0102-0103, U+0110-0111, U+0128-0129, U+0168-0169, U+01A0-01A1, U+01AF-01B0, U+0300-0301, U+0303-0304, U+0308-0309, U+0323, U+0329, U+1EA0-1EF9, U+20AB; +} +/* latin-ext */ +@font-face { + font-family: 'IBM Plex Mono'; + font-style: normal; + font-weight: 600; + font-display: swap; + src: url(https://fonts.gstatic.com/s/ibmplexmono/v19/-F6qfjptAgt5VM-kVkqdyU8n3vAOwl5FgsAXHNlYzg.woff2) format('woff2'); + unicode-range: U+0100-02AF, U+0304, U+0308, U+0329, U+1E00-1E9F, U+1EF2-1EFF, U+2020, U+20A0-20AB, U+20AD-20CF, U+2113, U+2C60-2C7F, U+A720-A7FF; +} +/* latin */ +@font-face { + font-family: 'IBM Plex Mono'; + font-style: normal; + font-weight: 600; + font-display: swap; + src: url(https://fonts.gstatic.com/s/ibmplexmono/v19/-F6qfjptAgt5VM-kVkqdyU8n3vAOwlBFgsAXHNk.woff2) format('woff2'); + unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA, U+02DC, U+0304, U+0308, U+0329, U+2000-206F, U+2074, U+20AC, U+2122, U+2191, U+2193, U+2212, U+2215, U+FEFF, U+FFFD; +} \ No newline at end of file diff --git a/docs/OCR/fonts/Montserrat.css b/docs/OCR/fonts/Montserrat.css new file mode 100644 index 000000000..f032b13ae --- /dev/null +++ b/docs/OCR/fonts/Montserrat.css @@ -0,0 +1,90 @@ +/* cyrillic-ext */ +@font-face { + font-family: 'Montserrat'; + font-style: normal; + font-weight: 400; + font-display: swap; + src: url(https://fonts.gstatic.com/s/montserrat/v25/JTUSjIg1_i6t8kCHKm459WRhyyTh89ZNpQ.woff2) format('woff2'); + unicode-range: U+0460-052F, U+1C80-1C88, U+20B4, U+2DE0-2DFF, U+A640-A69F, U+FE2E-FE2F; +} +/* cyrillic */ +@font-face { + font-family: 'Montserrat'; + font-style: normal; + font-weight: 400; + font-display: swap; + src: url(https://fonts.gstatic.com/s/montserrat/v25/JTUSjIg1_i6t8kCHKm459W1hyyTh89ZNpQ.woff2) format('woff2'); + unicode-range: U+0301, U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116; +} +/* vietnamese */ +@font-face { + font-family: 'Montserrat'; + font-style: normal; + font-weight: 400; + font-display: swap; + src: url(https://fonts.gstatic.com/s/montserrat/v25/JTUSjIg1_i6t8kCHKm459WZhyyTh89ZNpQ.woff2) format('woff2'); + unicode-range: U+0102-0103, U+0110-0111, U+0128-0129, U+0168-0169, U+01A0-01A1, U+01AF-01B0, U+0300-0301, U+0303-0304, U+0308-0309, U+0323, U+0329, U+1EA0-1EF9, U+20AB; +} +/* latin-ext */ +@font-face { + font-family: 'Montserrat'; + font-style: normal; + font-weight: 400; + font-display: swap; + src: url(https://fonts.gstatic.com/s/montserrat/v25/JTUSjIg1_i6t8kCHKm459WdhyyTh89ZNpQ.woff2) format('woff2'); + unicode-range: U+0100-02AF, U+0304, U+0308, U+0329, U+1E00-1E9F, U+1EF2-1EFF, U+2020, U+20A0-20AB, U+20AD-20CF, U+2113, U+2C60-2C7F, U+A720-A7FF; +} +/* latin */ +@font-face { + font-family: 'Montserrat'; + font-style: normal; + font-weight: 400; + font-display: swap; + src: url(https://fonts.gstatic.com/s/montserrat/v25/JTUSjIg1_i6t8kCHKm459WlhyyTh89Y.woff2) format('woff2'); + unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA, U+02DC, U+0304, U+0308, U+0329, U+2000-206F, U+2074, U+20AC, U+2122, U+2191, U+2193, U+2212, U+2215, U+FEFF, U+FFFD; +} +/* cyrillic-ext */ +@font-face { + font-family: 'Montserrat'; + font-style: normal; + font-weight: 600; + font-display: swap; + src: url(https://fonts.gstatic.com/s/montserrat/v25/JTUSjIg1_i6t8kCHKm459WRhyyTh89ZNpQ.woff2) format('woff2'); + unicode-range: U+0460-052F, U+1C80-1C88, U+20B4, U+2DE0-2DFF, U+A640-A69F, U+FE2E-FE2F; +} +/* cyrillic */ +@font-face { + font-family: 'Montserrat'; + font-style: normal; + font-weight: 600; + font-display: swap; + src: url(https://fonts.gstatic.com/s/montserrat/v25/JTUSjIg1_i6t8kCHKm459W1hyyTh89ZNpQ.woff2) format('woff2'); + unicode-range: U+0301, U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116; +} +/* vietnamese */ +@font-face { + font-family: 'Montserrat'; + font-style: normal; + font-weight: 600; + font-display: swap; + src: url(https://fonts.gstatic.com/s/montserrat/v25/JTUSjIg1_i6t8kCHKm459WZhyyTh89ZNpQ.woff2) format('woff2'); + unicode-range: U+0102-0103, U+0110-0111, U+0128-0129, U+0168-0169, U+01A0-01A1, U+01AF-01B0, U+0300-0301, U+0303-0304, U+0308-0309, U+0323, U+0329, U+1EA0-1EF9, U+20AB; +} +/* latin-ext */ +@font-face { + font-family: 'Montserrat'; + font-style: normal; + font-weight: 600; + font-display: swap; + src: url(https://fonts.gstatic.com/s/montserrat/v25/JTUSjIg1_i6t8kCHKm459WdhyyTh89ZNpQ.woff2) format('woff2'); + unicode-range: U+0100-02AF, U+0304, U+0308, U+0329, U+1E00-1E9F, U+1EF2-1EFF, U+2020, U+20A0-20AB, U+20AD-20CF, U+2113, U+2C60-2C7F, U+A720-A7FF; +} +/* latin */ +@font-face { + font-family: 'Montserrat'; + font-style: normal; + font-weight: 600; + font-display: swap; + src: url(https://fonts.gstatic.com/s/montserrat/v25/JTUSjIg1_i6t8kCHKm459WlhyyTh89Y.woff2) format('woff2'); + unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA, U+02DC, U+0304, U+0308, U+0329, U+2000-206F, U+2074, U+20AC, U+2122, U+2191, U+2193, U+2212, U+2215, U+FEFF, U+FFFD; +} \ No newline at end of file diff --git a/docs/OCR/fonts/simfang.ttf b/docs/OCR/fonts/simfang.ttf new file mode 100644 index 000000000..2b59eae41 Binary files /dev/null and b/docs/OCR/fonts/simfang.ttf differ diff --git a/docs/assets/chatbot_avatar/claude.png b/docs/assets/chatbot_avatar/claude.png new file mode 100644 index 000000000..ec917df6e Binary files /dev/null and b/docs/assets/chatbot_avatar/claude.png differ diff --git a/docs/assets/chatbot_avatar/deepseek.svg b/docs/assets/chatbot_avatar/deepseek.svg new file mode 100644 index 000000000..3dcf24904 --- /dev/null +++ b/docs/assets/chatbot_avatar/deepseek.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/docs/assets/chatbot_avatar/favicon.ico b/docs/assets/chatbot_avatar/favicon.ico new file mode 100644 index 000000000..4fd905295 Binary files /dev/null and b/docs/assets/chatbot_avatar/favicon.ico differ diff --git a/docs/assets/chatbot_avatar/gemini.png b/docs/assets/chatbot_avatar/gemini.png new file mode 100644 index 000000000..75c04d6bd Binary files /dev/null and b/docs/assets/chatbot_avatar/gemini.png differ diff --git a/docs/assets/chatbot_avatar/glm.png b/docs/assets/chatbot_avatar/glm.png new file mode 100644 index 000000000..37efe191a Binary files /dev/null and b/docs/assets/chatbot_avatar/glm.png differ diff --git a/docs/assets/chatbot_avatar/gpt-3.png b/docs/assets/chatbot_avatar/gpt-3.png new file mode 100644 index 000000000..3d3f79b39 Binary files /dev/null and b/docs/assets/chatbot_avatar/gpt-3.png differ diff --git a/docs/assets/chatbot_avatar/gpt-4.png b/docs/assets/chatbot_avatar/gpt-4.png new file mode 100644 index 000000000..11ee4686b Binary files /dev/null and b/docs/assets/chatbot_avatar/gpt-4.png differ diff --git a/docs/assets/chatbot_avatar/logo.png b/docs/assets/chatbot_avatar/logo.png new file mode 100644 index 000000000..4fd905295 Binary files /dev/null and b/docs/assets/chatbot_avatar/logo.png differ diff --git a/docs/assets/chatbot_avatar/moonshot.png b/docs/assets/chatbot_avatar/moonshot.png new file mode 100644 index 000000000..e77a5e01c Binary files /dev/null and b/docs/assets/chatbot_avatar/moonshot.png differ diff --git a/docs/assets/chatbot_avatar/nx-gpt.png b/docs/assets/chatbot_avatar/nx-gpt.png new file mode 100644 index 000000000..664e14667 Binary files /dev/null and b/docs/assets/chatbot_avatar/nx-gpt.png differ diff --git a/docs/assets/chatbot_avatar/qianfan.png b/docs/assets/chatbot_avatar/qianfan.png new file mode 100644 index 000000000..387ffb931 Binary files /dev/null and b/docs/assets/chatbot_avatar/qianfan.png differ diff --git a/docs/assets/chatbot_avatar/spark.png b/docs/assets/chatbot_avatar/spark.png new file mode 100644 index 000000000..51125666f Binary files /dev/null and b/docs/assets/chatbot_avatar/spark.png differ diff --git a/docs/assets/html/appearance_switcher.html b/docs/assets/html/appearance_switcher.html new file mode 100644 index 000000000..5fbf3b09b --- /dev/null +++ b/docs/assets/html/appearance_switcher.html @@ -0,0 +1,6 @@ +
+ +
diff --git a/docs/assets/html/billing_info.html b/docs/assets/html/billing_info.html new file mode 100644 index 000000000..71abcc802 --- /dev/null +++ b/docs/assets/html/billing_info.html @@ -0,0 +1,9 @@ +{label} +
+
+ {usage_percent}% +
+
+
+ ${rounded_usage}${usage_limit} +
\ No newline at end of file diff --git a/docs/assets/html/chatbot_header_btn.html b/docs/assets/html/chatbot_header_btn.html new file mode 100644 index 000000000..3a0d3042f --- /dev/null +++ b/docs/assets/html/chatbot_header_btn.html @@ -0,0 +1,84 @@ +
+
+
+ +
+ + +
+ + +
+
+ +
+
+ +
+
+ +
+
+ +
+
+
+ + + + +
+
\ No newline at end of file diff --git a/docs/assets/html/chatbot_more.html b/docs/assets/html/chatbot_more.html new file mode 100644 index 000000000..8dbaa7c8b --- /dev/null +++ b/docs/assets/html/chatbot_more.html @@ -0,0 +1,72 @@ +
+
+ +
+ +
+ +
+ +
+ + + +
+ +
+ +
+ + +
+ +
+
\ No newline at end of file diff --git a/docs/assets/html/close_btn.html b/docs/assets/html/close_btn.html new file mode 100644 index 000000000..fa011b0c2 --- /dev/null +++ b/docs/assets/html/close_btn.html @@ -0,0 +1,5 @@ + \ No newline at end of file diff --git a/docs/assets/html/fold-panel.html b/docs/assets/html/fold-panel.html new file mode 100644 index 000000000..8cf2277ba --- /dev/null +++ b/docs/assets/html/fold-panel.html @@ -0,0 +1,14 @@ +
+ + +
\ No newline at end of file diff --git a/docs/assets/html/footer.html b/docs/assets/html/footer.html new file mode 100644 index 000000000..bca27bb80 --- /dev/null +++ b/docs/assets/html/footer.html @@ -0,0 +1 @@ +
{versions}
diff --git a/docs/assets/html/func_nav.html b/docs/assets/html/func_nav.html new file mode 100644 index 000000000..1784f5a26 --- /dev/null +++ b/docs/assets/html/func_nav.html @@ -0,0 +1,78 @@ + \ No newline at end of file diff --git a/docs/assets/html/gpts_group.html b/docs/assets/html/gpts_group.html new file mode 100644 index 000000000..9ab56a66a --- /dev/null +++ b/docs/assets/html/gpts_group.html @@ -0,0 +1,13 @@ +
+ +
+
{title}
+ {hide_desc} +
+ {like} Likes + {bed} Bad's +
+
+
\ No newline at end of file diff --git a/docs/assets/html/gradio_toast.html b/docs/assets/html/gradio_toast.html new file mode 100644 index 000000000..7b3ceb356 --- /dev/null +++ b/docs/assets/html/gradio_toast.html @@ -0,0 +1,13 @@ +
+
+ +
+
\ No newline at end of file diff --git a/docs/assets/html/header_title.html b/docs/assets/html/header_title.html new file mode 100644 index 000000000..024b3aa36 --- /dev/null +++ b/docs/assets/html/header_title.html @@ -0,0 +1,20 @@ +
+ + + + +
+ +
+
{app_title}
+
+ \ No newline at end of file diff --git a/docs/assets/html/switcher_dr_li.html b/docs/assets/html/switcher_dr_li.html new file mode 100644 index 000000000..2f03cd4c7 --- /dev/null +++ b/docs/assets/html/switcher_dr_li.html @@ -0,0 +1,8 @@ +
+ + + +
diff --git a/docs/assets/html/update.html b/docs/assets/html/update.html new file mode 100644 index 000000000..6f005e11a --- /dev/null +++ b/docs/assets/html/update.html @@ -0,0 +1,29 @@ +
+
+

+ {current_version} + {version_time} +

+

+ Latest Version: getting latest version... +

+

+ Getting update... +

+
+
+
+ Getting Release Note... +
+
+
+ + +
+
+ + +
+
+
\ No newline at end of file diff --git a/docs/assets/html/web_config.html b/docs/assets/html/web_config.html new file mode 100644 index 000000000..48269fa8e --- /dev/null +++ b/docs/assets/html/web_config.html @@ -0,0 +1,21 @@ +
+ +
+ {enableCheckUpdate_config} + {hideHistoryWhenNotLoggedIn_config} +
+ +
+ {forView_i18n} + {deleteConfirm_i18n_pref} + {deleteConfirm_i18n_suff} + {usingLatest_i18n} + {updatingMsg_i18n} + {updateSuccess_i18n} + {updateFailure_i18n} + {regenerate_i18n} + {deleteRound_i18n} + {renameChat_i18n} + {validFileName_i18n} +
+
\ No newline at end of file diff --git a/docs/assets/html/what_news.html b/docs/assets/html/what_news.html new file mode 100644 index 000000000..d3553035a --- /dev/null +++ b/docs/assets/html/what_news.html @@ -0,0 +1,8 @@ +
+ + {%v} +
\ No newline at end of file diff --git a/docs/assets/html/what_news.md b/docs/assets/html/what_news.md new file mode 100644 index 000000000..8b0cc0ce7 --- /dev/null +++ b/docs/assets/html/what_news.md @@ -0,0 +1,7 @@ +Chatbot 支持手机端访问啦🥳，扫码即可访问 + +{qrcode} + +使用有疑问🤔️点击查看 [👉 项目自述文档]({my}) + +😎当前版本：`{log}` \ No newline at end of file diff --git a/docs/assets/javascript/ChuanhuChat.js b/docs/assets/javascript/ChuanhuChat.js new file mode 100644 index 000000000..2eab8412f --- /dev/null +++ b/docs/assets/javascript/ChuanhuChat.js @@ -0,0 +1,524 @@ +const MAX_HISTORY_LENGTH = 32; + +var key_down_history = []; +var currentIndex = -1; + +var gradioContainer = null; +var user_input_ta = null; +var user_input_tb = null; +var userInfoDiv = null; +var appTitleDiv = null; +var chatbotArea = null; +var chatbot = null; +var chatbotIndicator = null; +var uploaderIndicator = null; +var chatListIndicator = null; +var chatbotWrap = null; +var apSwitch = null; +var messageBotDivs = null; +var loginUserForm = null; +var logginUser = null; +var chuanhuBody = null; +var chatbotMsg = null; +var updateToast = null; +var sendBtn = null; +var cancelBtn = null; +var sliders = null; +var updateChuanhuBtn = null; +var statusDisplay = null; +var historySelector = null; +var chuanhuPopup = null; +var waifuStatus = null; +var searchBox = null; +var gptsStoreBox = null; +var settingBox = null; +var promptBox = null; +var popupWrapper = null; +var chuanhuHeader = null; +var menu = null; +var toolbox = null; +// var trainBody = null; + +var isInIframe = (window.self !== window.top); +var currentTime = new Date().getTime(); + +let windowWidth = window.innerWidth; // 初始窗口宽度 + +var uploadedFilesCountElement = null +var uploadIndexFileElement = null +var uploadIndexFileHeight = null +var uploadIndexLinkElement = null +const validImgExtensions = ['png', 'jpg', 'jpeg', 'bmp', 'svg', 'webp', 'ico', 'tif', 'tiff', 'raw', 'eps', 'gif']; +const validDocsExtensions = ['html', 'htm', 'xhtml', 'css', 'js', 'pdf', 'txt', 'json', 'xml', 'md']; +const validAudioExtensions = ['mp3', 'wav', 'aac']; +const validVideoExtensions = ['mp4', 'm4a', 'wav', 'mpeg', 'avi', 'mkv', 'flac', 'aac'] +var input_storage_mapping = {} + +function addInit() { + var needInit = {chatbotIndicator, uploaderIndicator}; + + chatbotIndicator = gradioApp().querySelector('#chuanhu-chatbot > div.wrap'); + uploaderIndicator = gradioApp().querySelector('#upload-index-file > div.wrap'); + chatListIndicator = gradioApp().querySelector('#history-select-dropdown > div.wrap'); + if (uploaderIndicator) { + setUploader(); + } + for (let elem in needInit) { + if (needInit[elem] == null) { + // addInited = false; + return false; + } + } + chatbotObserver.observe(chatbotIndicator, {attributes: true, childList: true, subtree: true}); + chatListObserver.observe(chatListIndicator, {attributes: true}); + chatbotObserverMsg.observe(chatbotWrap, {attributes: true, childList: true, subtree: true}); + chatbotObserverMsgBot.observe(chatbotWrap, {attributes: true, childList: true, subtree: true}); + setDragUploader(); + return true; +} + +function initialize() { + gradioObserver.observe(gradioApp(), {childList: true, subtree: true}); + + loginUserForm = gradioApp().querySelector(".gradio-container > .main > .wrap > .panel > .form") + gradioContainer = gradioApp().querySelector(".gradio-container"); + user_input_tb = gradioApp().getElementById('user-input-tb'); + + userInfoDiv = gradioApp().getElementById("user-info"); + appTitleDiv = gradioApp().getElementById("app-title"); + chatbotArea = gradioApp().querySelector('#chatbot-area'); + chatbot = gradioApp().querySelector('#chuanhu-chatbot'); + chatbotWrap = gradioApp().querySelector('#chuanhu-chatbot > .wrapper > .wrap'); + chuanhuBody = gradioApp().querySelector('#chuanhu-body'); + chatbotMsg = chatbotWrap.querySelector('.message-wrap'); + apSwitch = gradioApp().querySelector('.apSwitch input[type="checkbox"]'); + updateToast = gradioApp().querySelector("#toast-update"); + sendBtn = gradioApp().getElementById("submit-btn"); + cancelBtn = gradioApp().getElementById("cancel-btn"); + sliders = gradioApp().querySelectorAll('input[type="range"]'); + updateChuanhuBtn = gradioApp().getElementById("update-chuanhu-btn"); + statusDisplay = gradioApp().querySelector('#status-display'); + waifuStatus = document.querySelector('.waifu') + historySelector = gradioApp().querySelector('#history-select-dropdown'); + chuanhuPopup = gradioApp().querySelector('#chuanhu-popup'); + settingBox = gradioApp().querySelector('#chuanhu-setting'); + searchBox = gradioApp().querySelector('#spike-search'); + gptsStoreBox = gradioApp().querySelector('#gpts-store-select'); + promptBox = gradioApp().querySelector('#spike-prompt'); + popupWrapper = gradioApp().querySelector('#popup-wrapper'); + chuanhuHeader = gradioApp().querySelector('#chuanhu-header'); + menu = gradioApp().querySelector('#menu-area'); + toolbox = gradioApp().querySelector('#toolbox-area'); + uploadedFilesCountElement = gradioApp().querySelector('#uploaded-files-count'); + uploadIndexFileElement = gradioApp().querySelector('#upload-index-file'); + uploadIndexLinkElement = uploadedFilesCountElement.querySelector('a'); + uploadIndexFileHeight = uploadIndexFileElement.offsetHeight; + input_storage_mapping = { + "apiKeys": gradioApp().querySelector('#api-keys-input input'), + "wpsCookies": gradioApp().querySelector('#wps-cookies-input input'), + "qqCookies": gradioApp().querySelector('#qq-cookies-input input'), + "feishuCookies": gradioApp().querySelector('#feishu-cookies-input input'), + "projectUserKey": gradioApp().querySelector('#project-user-key-input input'), + "projectCookies": gradioApp().querySelector('#project-cookies-input input'), + } + // trainBody = gradioApp().querySelector('#train-body'); + + // if (loginUserForm) { + // localStorage.setItem("userLogged", true); + // userLogged = true; + // } + addInputListeners() + adjustDarkMode(); + adjustSide(); + setChatList(); + setChatListHeader(); + setLoclize(); + selectHistory(); + // setChatbotHeight(); + setPopupBoxPosition(); + setSlider(); + setCheckboxes(); + checkModel(); + + settingBox.classList.add('hideBox'); + + if (!historyLoaded) loadHistoryHtml(); + if (!usernameGotten) getUserInfo(); + + // setUpdater(); + + setChatbotScroll(); + setTimeout(showOrHideUserInfo(), 2000); + + // setHistroyPanel(); + // trainBody.classList.add('hide-body'); + + // 提示词点击后，光标重定向到输入框 + move_cursor(); + // + toast_move_main() + check_move_list(); + btn_move_to_tab(); + add_func_event(); + sm_move_more_label(); + addHistoryBtn(); + return true; +} + +function gradioApp() { + const elems = document.getElementsByTagName('gradio-app'); + const elem = elems.length == 0 ? document : elems[0]; + + if (elem !== document) { + elem.getElementById = function (id) { + return document.getElementById(id); + }; + } + + return elem.shadowRoot ? elem.shadowRoot : elem; +} + +function showConfirmationDialog(a, file, c) { + if (file != "") { + var result = confirm(i18n(deleteConfirm_i18n_pref) + c + ` "${file}"` + i18n(deleteConfirm_i18n_suff)); + if (result) { + return [a, file, c]; + } + } + return [a, "CANCELED", c]; +} + +function selectHistory() { + user_input_ta = user_input_tb.querySelector("textarea"); + add_func_keydown(user_input_ta) + add_func_paste(user_input_ta) + if (user_input_ta) { + disableSendBtn(); + // 在 textarea 上监听 keydown 事件 + user_input_ta.addEventListener("keydown", function (event) { + var value = user_input_ta.value.trim(); + // 判断按下的是否为方向键 + if (event.code === 'ArrowUp' || event.code === 'ArrowDown') { + // 如果按下的是方向键，且输入框中有内容，且历史记录中没有该内容，则不执行操作 + if (value && key_down_history.indexOf(value) === -1) + return; + // 对于需要响应的动作，阻止默认行为。 + event.preventDefault(); + var length = key_down_history.length; + if (length === 0) { + currentIndex = -1; // 如果历史记录为空，直接将当前选中的记录重置 + return; + } + if (currentIndex === -1) { + currentIndex = length; + } + if (event.code === 'ArrowUp' && currentIndex > 0) { + currentIndex--; + user_input_ta.value = key_down_history[currentIndex]; + } else if (event.code === 'ArrowDown' && currentIndex < length - 1) { + currentIndex++; + user_input_ta.value = key_down_history[currentIndex]; + } + user_input_ta.selectionStart = user_input_ta.value.length; + user_input_ta.selectionEnd = user_input_ta.value.length; + const input_event = new InputEvent("input", {bubbles: true, cancelable: true}); + user_input_ta.dispatchEvent(input_event); + } else if (event.code === "Enter") { + if (value) { + currentIndex = -1; + if (key_down_history.indexOf(value) === -1) { + key_down_history.push(value); + if (key_down_history.length > MAX_HISTORY_LENGTH) { + key_down_history.shift(); + } + } + } + } + }); + } +} + +function disableSendBtn() { + sendBtn.disabled = user_input_ta.value.trim() === ''; + user_input_ta.addEventListener('input', () => { + sendBtn.disabled = user_input_ta.value.trim() === ''; + }); +} + +function checkModel() { + const model = gradioApp().querySelector('#model-select-dropdown input'); + var modelValue = model.value; + checkGPT(); + checkXMChat(); + + function checkGPT() { + modelValue = model.value; + if (modelValue.includes('gpt')) { + gradioApp().querySelector('#header-btn-groups').classList.add('is-gpt'); + } else { + gradioApp().querySelector('#header-btn-groups').classList.remove('is-gpt'); + } + // console.log('gpt model checked') + } + + function checkXMChat() { + modelValue = model.value; + if (modelValue.includes('xmchat')) { + chatbotArea.classList.add('is-xmchat'); + } else { + chatbotArea.classList.remove('is-xmchat'); + } + } + + model.addEventListener('blur', () => { + setTimeout(() => { + checkGPT(); + checkXMChat(); + }, 100); + }); +} + +function toggleDarkMode(isEnabled) { + if (isEnabled) { + mermaidConfig.theme = 'dark' + document.body.classList.add("dark"); + document.querySelector('meta[name="theme-color"]').setAttribute('content', '#171717'); + document.body.style.setProperty("background-color", "var(--neutral-950)", "important"); + } else { + mermaidConfig.theme = 'default' + document.body.classList.remove("dark"); + document.querySelector('meta[name="theme-color"]').setAttribute('content', '#ffffff'); + document.body.style.backgroundColor = ""; + } +} + +function adjustDarkMode() { + const savedPreference = localStorage.getItem('darkMode'); + const darkModeQuery = window.matchMedia("(prefers-color-scheme: dark)"); + + const useDarkMode = savedPreference === 'true' || (savedPreference === null && darkModeQuery.matches); + + apSwitch.checked = useDarkMode; + + toggleDarkMode(useDarkMode); + darkModeQuery.addEventListener("change", (e) => { + apSwitch.checked = e.matches; + toggleDarkMode(e.matches); + }); + apSwitch.addEventListener("change", (e) => { + toggleDarkMode(e.target.checked); + }); +} + +function btnToggleDarkMode() { + apSwitch.checked = !apSwitch.checked; + toggleDarkMode(apSwitch.checked); + localStorage.setItem('darkMode', apSwitch.checked); + if (chatbotMsg) { + chatbotMsg.querySelectorAll('.bot .language-mermaid').forEach(mermaidCodeAdd) + } +} + +function setScrollShadow() { + const toolboxScroll = toolbox.querySelector('#toolbox-area > .gradio-box > .gradio-tabs > div.tab-nav'); + const toolboxTabs = toolboxScroll.querySelectorAll('button'); + let toolboxScrollWidth = 0; + toolboxTabs.forEach((tab) => { + toolboxScrollWidth += tab.offsetWidth; // 获取按钮宽度并累加 + }); + + function adjustScrollShadow() { + if (toolboxScroll.scrollLeft > 0) { + toolboxScroll.classList.add('scroll-shadow-left'); + } else { + toolboxScroll.classList.remove('scroll-shadow-left'); + } + + if (toolboxScroll.scrollLeft + toolboxScroll.clientWidth < toolboxScrollWidth) { + toolboxScroll.classList.add('scroll-shadow-right'); + } else { + toolboxScroll.classList.remove('scroll-shadow-right'); + } + } + + toolboxScroll.addEventListener('scroll', () => { + adjustScrollShadow(); + }); + // no, I failed to make shadow appear on the top layer... +} + +function setPopupBoxPosition() { + const screenWidth = window.innerWidth; + const screenHeight = window.innerHeight; + if (popupWrapper) { + popupWrapper.style.height = `${screenHeight}px`; + popupWrapper.style.width = `${screenWidth}px`; + } + // const popupBoxWidth = 680; + // const popupBoxHeight = 400; + // chuanhuPopup.style.left = `${(screenWidth - popupBoxWidth) / 2}px`; + // chuanhuPopup.style.top = `${(screenHeight - popupBoxHeight) / 2}px`; +} + +function updateVH() { + const vh = window.innerHeight * 0.01; + document.documentElement.style.setProperty('--vh', `${vh}px`); +} + +function setChatbotHeight() { + return; + const screenWidth = window.innerWidth; + const statusDisplay = document.querySelector('#status-display'); + const statusDisplayHeight = statusDisplay ? statusDisplay.offsetHeight : 0; + const vh = window.innerHeight * 0.01; + document.documentElement.style.setProperty('--vh', `${vh}px`); + if (isInIframe) { + chatbot.style.height = `700px`; + chatbotWrap.style.maxHeight = `calc(700px - var(--line-sm) * 1rem - 2 * var(--block-label-margin))` + } else { + if (screenWidth <= 320) { + chatbot.style.height = `calc(var(--vh, 1vh) * 100 - ${statusDisplayHeight + 150}px)`; + chatbotWrap.style.maxHeight = `calc(var(--vh, 1vh) * 100 - ${statusDisplayHeight + 150}px - var(--line-sm) * 1rem - 2 * var(--block-label-margin))`; + } else if (screenWidth <= 499) { + chatbot.style.height = `calc(var(--vh, 1vh) * 100 - ${statusDisplayHeight + 100}px)`; + chatbotWrap.style.maxHeight = `calc(var(--vh, 1vh) * 100 - ${statusDisplayHeight + 100}px - var(--line-sm) * 1rem - 2 * var(--block-label-margin))`; + } else { + chatbot.style.height = `calc(var(--vh, 1vh) * 100 - ${statusDisplayHeight + 160}px)`; + chatbotWrap.style.maxHeight = `calc(var(--vh, 1vh) * 100 - ${statusDisplayHeight + 160}px - var(--line-sm) * 1rem - 2 * var(--block-label-margin))`; + } + } +} + +function setChatbotScroll() { + var scrollHeight = chatbotWrap.scrollHeight; + chatbotWrap.scrollTo(0, scrollHeight) +} + +function clearChatbot() { + clearHistoryHtml(); + // clearMessageRows(); +} + +function chatbotContentChanged(attempt = 1, force = false) { + for (var i = 0; i < attempt; i++) { + + setTimeout(() => { + // clearMessageRows(); + saveHistoryHtml(); + disableSendBtn(); + // + addShowAllButton(); + gradioApp().querySelectorAll('#chuanhu-chatbot .message-wrap .message.bot, #chuanhu-chatbot .message-wrap .message.user').forEach(addChuanhuButton); + gradioApp().querySelectorAll('#chuanhu-chatbot .message-wrap .message.bot .language-mermaid').forEach(mermaidEditAdd) + gradioApp().querySelectorAll('#chuanhu-chatbot .message-wrap .message.bot .md-message .fold-panel').forEach(foldPanelAdd) + if (chatbotIndicator.classList.contains('hide')) { // generation finished + setLatestMessage(); + setChatList(); + } + + if (!chatbotIndicator.classList.contains('translucent')) { // message deleted + var checkLatestAdded = setInterval(() => { + var latestMessageNow = gradioApp().querySelector('#chuanhu-chatbot > .wrapper > .wrap > .message-wrap .message.bot.latest'); + if (latestMessageNow && latestMessageNow.querySelector('.message-btn-row')) { + clearInterval(checkLatestAdded); + } else { + setLatestMessage(); + } + }, 200); + } + }, i === 0 ? 0 : 200); + } + // 理论上是不需要多次尝试执行的，可惜gradio的bug导致message可能没有渲染完毕，所以尝试500ms后再次执行 +} + +var chatbotObserver = new MutationObserver(() => { + chatbotContentChanged(1); + if (chatbotIndicator.classList.contains('hide')) { + // setLatestMessage(); + chatbotContentChanged(2); + } + if (!chatbotIndicator.classList.contains('translucent')) { + chatbotContentChanged(2); + } + +}); + +var chatListObserver = new MutationObserver(() => { + setChatList(); +}); + +// 监视页面内部 DOM 变动 +var gradioObserver = new MutationObserver(function (mutations) { + for (var i = 0; i < mutations.length; i++) { + if (mutations[i].addedNodes.length) { + if (addInit()) { + gradioObserver.disconnect(); + return; + } + } + } +}); + +// 监视页面变化 +window.addEventListener("DOMContentLoaded", function () { + // const ga = document.getElementsByTagName("gradio-app"); + updateVH(); + windowWidth = window.innerWidth; + gradioApp().addEventListener("render", initialize); + isInIframe = (window.self !== window.top); + historyLoaded = false; +}); + +window.addEventListener('resize', () => { + // setChatbotHeight(); + updateVH(); + windowWidth = window.innerWidth; + setPopupBoxPosition(); + adjustSide(); +}); +window.addEventListener('orientationchange', (event) => { + updateVH(); + windowWidth = window.innerWidth; + setPopupBoxPosition(); + adjustSide(); +}); +window.addEventListener('scroll', () => { + setPopupBoxPosition(); +}); +window.matchMedia("(prefers-color-scheme: dark)").addEventListener("change", adjustDarkMode); + +// console suprise +var styleTitle1 = ` +font-size: 16px; +font-family: ui-monospace, monospace; +color: #06AE56; +` +var styleDesc1 = ` +font-size: 12px; +font-family: ui-monospace, monospace; +` + +function makeML(str) { + let l = new String(str) + l = l.substring(l.indexOf("/*") + 3, l.lastIndexOf("*/")) + return l +} + +let ChuanhuInfo = function () { + /* + ________ __ ________ __ + / ____/ /_ __ ______ _____ / /_ __ __ / ____/ /_ ____ _/ /_ + / / / __ \/ / / / __ `/ __ \/ __ \/ / / / / / / __ \/ __ `/ __/ +/ /___/ / / / /_/ / /_/ / / / / / / / /_/ / / /___/ / / / /_/ / /_ +\____/_/ /_/\__,_/\__,_/_/ /_/_/ /_/\__,_/ \____/_/ /_/\__,_/\__/ + + 川虎Chat (Chuanhu Chat) - GUI for ChatGPT API and many LLMs + */ +} +let description = ` +© 2023 Chuanhu, MZhao, Keldos +GitHub repository: [https://github.com/GaiZhenbiao/ChuanhuChatGPT]\n +Enjoy our project!\n +` +console.log(`%c${makeML(ChuanhuInfo)}`, styleTitle1); +console.log(`%c${description}`, styleDesc1); diff --git a/docs/assets/javascript/chat-history.js b/docs/assets/javascript/chat-history.js new file mode 100644 index 000000000..349cb49b9 --- /dev/null +++ b/docs/assets/javascript/chat-history.js @@ -0,0 +1,71 @@ + +var historyLoaded = false; +var loadhistorytime = 0; // for debugging + + +function saveHistoryHtml() { + var historyHtml = document.querySelector('#chuanhu-chatbot>.wrapper>.wrap'); + if (!historyHtml) return; // no history, do nothing + localStorage.setItem('chatHistory', historyHtml.innerHTML); + // console.log("History Saved") + historyLoaded = false; +} + +function loadHistoryHtml() { + var historyHtml = localStorage.getItem('chatHistory'); + const tempDiv = document.createElement('div'); + tempDiv.innerHTML = historyHtml; + if (!historyHtml || tempDiv.innerText.trim() === "") { + historyLoaded = true; + return; // no history, do nothing + } + userLogged = localStorage.getItem('userLogged'); + hideHistoryWhenNotLoggedIn = gradioApp().querySelector('#hideHistoryWhenNotLoggedIn_config').innerText === "True"; + if (userLogged || (!userLogged && !hideHistoryWhenNotLoggedIn)){ + historyLoaded = true; + return; // logged in, do nothing. OR, not logged in but not hide history list, do nothing. + } + + // 只有用户未登录，还隐藏历史记录列表时，才选用只读历史记录 + if (!historyLoaded) { + // preprocess, gradio buttons in history lost their event listeners + var gradioCopyButtons = tempDiv.querySelectorAll('button.copy_code_button'); + for (var i = 0; i < gradioCopyButtons.length; i++) { + gradioCopyButtons[i].parentNode.removeChild(gradioCopyButtons[i]); + } + var messageBtnRows = tempDiv.querySelectorAll('.message-btn-row'); + for (var i = 0; i < messageBtnRows.length; i++) { + messageBtnRows[i].parentNode.removeChild(messageBtnRows[i]); + } + var latestMessages = tempDiv.querySelectorAll('.message.latest'); + for (var i = 0; i < latestMessages.length; i++) { + latestMessages[i].classList.remove('latest'); + } + + var fakeHistory = document.createElement('div'); + fakeHistory.classList.add('history-message'); + fakeHistory.innerHTML = tempDiv.innerHTML; + const forViewStyle = document.createElement('style'); + forViewStyle.innerHTML = '.wrapper>.wrap>.history-message>:last-child::after { content: "' + i18n(forView_i18n) + '"!important; }'; + document.head.appendChild(forViewStyle); + chatbotWrap.insertBefore(fakeHistory, chatbotWrap.firstChild); + // var fakeHistory = document.createElement('div'); + // fakeHistory.classList.add('history-message'); + // fakeHistory.innerHTML = historyHtml; + // chatbotWrap.insertBefore(fakeHistory, chatbotWrap.firstChild); + historyLoaded = true; + // console.log("History Loaded"); + loadhistorytime += 1; // for debugging + } else { + historyLoaded = false; + } +} + +function clearHistoryHtml() { + localStorage.removeItem("chatHistory"); + historyMessages = chatbotWrap.querySelector('.history-message'); + if (historyMessages) { + chatbotWrap.removeChild(historyMessages); + console.log("History Cleared"); + } +} diff --git a/docs/assets/javascript/chat-list.js b/docs/assets/javascript/chat-list.js new file mode 100644 index 000000000..3146d1051 --- /dev/null +++ b/docs/assets/javascript/chat-list.js @@ -0,0 +1,123 @@ + +var currentChatName = null; + +function setChatListHeader() { + var grHistoryRefreshBtn = gradioApp().querySelector('button#gr-history-refresh-btn'); + var grHistoryUploadBtn = gradioApp().querySelector('button#gr-history-upload-btn'); + var grCodeBtn = gradioApp().querySelector('button#sm_code_btn'); + var grGPTsStoreBtn = gradioApp().querySelector('button#gpts-store-btn'); + var grMyFileBtn = gradioApp().querySelector('button#sm_file_btn'); + var grHistoryBtn = gradioApp().querySelector('button#sm_history_btn') + + // 去掉Gr的样式类 + grHistoryRefreshBtn.className = ""; + grHistoryUploadBtn.className = ""; + grCodeBtn.className = ''; + grGPTsStoreBtn.className = 'hover-background'; + grMyFileBtn.className = ''; + grHistoryBtn.className = ''; + + // 自定义按钮样式捏 + grHistoryRefreshBtn.innerHTML = HistoryRefreshIcon; + grHistoryUploadBtn.innerHTML = HistoryUploadIcon; + grCodeBtn.innerHTML = CodeIcon + grGPTsStoreBtn.innerHTML = GPTsStore + grMyFileBtn.innerHTML = MyFileIcon + grHistoryBtn.innerHTML = HistoryCO +} + +function setChatList() { + var selectedChat = null; + var chatList = gradioApp().querySelector('fieldset#history-select-dropdown'); + selectedChat = chatList.querySelector(".wrap label.selected") + if (!selectedChat) { + currentChatName = null; + return; + } + + // if (userLogged) { + // currentChatName = username + "/" + selectedChat.querySelector('span').innerText; + // } else { + currentChatName = selectedChat.querySelector('span').innerText; + // } + + if (selectedChat.classList.contains('added-chat-btns')) { + return; + } + + chatList.querySelector('.chat-selected-btns')?.remove(); // remove old buttons + chatList.querySelectorAll('.added-chat-btns').forEach(chat => chat.classList.remove('added-chat-btns')); + + var ChatSelectedBtns = document.createElement('div'); + ChatSelectedBtns.classList.add('chat-selected-btns'); + selectedChat.classList.add('added-chat-btns'); + ChatSelectedBtns.innerHTML = selectedChatBtns; + + var renameBtn = ChatSelectedBtns.querySelector('#history-rename-btn'); + renameBtn.addEventListener('click', function () { + gradioApp().querySelector('#gr-history-save-btn').click(); + }); + + var deleteBtn = ChatSelectedBtns.querySelector('#history-delete-btn'); + deleteBtn.addEventListener('click', function () { + gradioApp().querySelector('#gr-history-delete-btn').click(); + }); + selectedChat.appendChild(ChatSelectedBtns); + + return; +} + + +function saveChatHistory(a, b, c, d) { + var fileName = b; + + while (true) { + var result = prompt(renameChat_i18n, fileName); + + if (result === null) { + throw new Error("rename operation cancelled"); + // 不返回原文件名，而是使用 throw new Error() 打断程序，避免 gradio 进行保存操作 + // break; + } else if (isValidFileName(result)) { + return [a, result, c, d]; + } else { + alert(validFileName_i18n + "!@#$%^&*()<>?/\\|}{~:"); + } + } + return [a, b, c, d]; // 兜底保障 +} + +function isValidFileName(fileName) { + // 使用正则表达式来检查文件名是否包含不合格字符 + var regex = /[!@#$%^&*()<>?/\\|}{~:]/; + return !regex.test(fileName) && fileName.trim() !== ""; +} + +const selectedChatBtns = ` + + +` +const HistoryRefreshIcon = ''; +const HistoryUploadIcon = ''; +const CodeIcon = '' +const GPTsStore = ` + + +` +const MyFileIcon = '' +const HistoryCO = `` +const HistoryStateIcon = ` + + + +` \ No newline at end of file diff --git a/docs/assets/javascript/fake-gradio.js b/docs/assets/javascript/fake-gradio.js new file mode 100644 index 000000000..9048344f0 --- /dev/null +++ b/docs/assets/javascript/fake-gradio.js @@ -0,0 +1,114 @@ + +// Fake gradio components! + +// buttons +function newChatClick() { + gradioApp().querySelector('#empty-btn').click(); +} +function jsonDownloadClick() { + gradioApp().querySelector('#gr-history-download-btn').click(); +} +function mdDownloadClick() { + gradioApp().querySelector('#gr-history-markdown-download-btn').click(); + // downloadHistory(username, currentChatName, ".md"); +} +function masksConverterClick() { + gradioApp().querySelector('#gr-history-masks-converter-btn').click(); +} + +// index files +function setUploader() { + transUpload(); + var uploaderObserver = new MutationObserver(function (mutations) { + var fileInput = null; + var fileCount = 0; + fileInput = gradioApp().querySelector("#upload-index-file table.file-preview"); + var fileCountSpan = gradioApp().querySelector("#uploaded-files-count"); + if (fileInput) { + chatbotArea.classList.add('with-file'); + fileCount = fileInput.querySelectorAll('tbody > tr.file').length; + fileCountSpan.innerText = fileCount; + + //插入td 放入文件预览 + var filesRowsList = Array.from(fileInput.querySelectorAll('tbody > tr.file')); + filesRowsList.forEach(insertFilePreview); + } else { + chatbotArea.classList.remove('with-file'); + fileCount = 0; + transUpload(); + } + }); + uploaderObserver.observe(uploaderIndicator, {attributes: true}) +} +var grUploader; +var chatbotUploader; +var handleClick = function() { + grUploader.click(); + +}; +function transUpload() { + chatbotUploader = gradioApp().querySelector("#upload-files-btn"); + chatbotUploader.removeEventListener('click', handleClick); + grUploader = gradioApp().querySelector("#upload-index-file > .center.flex"); + // let uploaderEvents = ["click", "drag", "dragend", "dragenter", "dragleave", "dragover", "dragstart", "drop"]; + // transEventListeners(chatbotUploader, grUploader, uploaderEvents); + chatbotUploader.addEventListener('click', handleClick); +} + +// checkbox +var grSingleSessionCB; +var grOnlineSearchCB; +var chatbotSingleSessionCB; +var chatbotOnlineSearchCB; +function setCheckboxes() { + chatbotSingleSessionCB = gradioApp().querySelector('input[name="single-session-cb"]'); + chatbotOnlineSearchCB = gradioApp().querySelector('input[name="online-search-cb"]'); + grSingleSessionCB = gradioApp().querySelector("#gr-single-session-cb > label > input"); + grOnlineSearchCB = gradioApp().querySelector("#gr-websearch-cb > label> input"); + + chatbotSingleSessionCB.addEventListener('change', (e) => { + grSingleSessionCB.checked = chatbotSingleSessionCB.checked; + gradioApp().querySelector('#change-single-session-btn').click(); + }); + chatbotOnlineSearchCB.addEventListener('change', (e) => { + grOnlineSearchCB.checked = chatbotOnlineSearchCB.checked; + gradioApp().querySelector('#change-online-search-btn').click(); + }); + grSingleSessionCB.addEventListener('change', (e) => { + chatbotSingleSessionCB.checked = grSingleSessionCB.checked; + }); + grOnlineSearchCB.addEventListener('change', (e) => { + chatbotOnlineSearchCB.checked = grOnlineSearchCB.checked; + }); +} + +function bgChangeSingleSession() { + // const grSingleSessionCB = gradioApp().querySelector("#gr-single-session-cb > label > input"); + let a = chatbotSingleSessionCB.checked; + return [a]; +} +function bgChangeOnlineSearch() { + // const grOnlineSearchCB = gradioApp().querySelector("#gr-websearch-cb > label> input"); + let a = chatbotOnlineSearchCB.checked; + return [a]; +} + +// UTILS +function transEventListeners(target, source, events) { + events.forEach((sourceEvent) => { + target.addEventListener(sourceEvent, function (targetEvent) { + if(targetEvent.preventDefault) targetEvent.preventDefault(); + if(targetEvent.stopPropagation) targetEvent.stopPropagation(); + + source.dispatchEvent(new Event(sourceEvent, {detail: targetEvent.detail})); + // console.log(targetEvent.detail); + }); + }); + /* 事实上，我发现这样写的大多数gradio组件并不适用。。所以。。。生气 */ +} + +function bgSelectHistory(a,b){ + const historySelectorInput = gradioApp().querySelector('#history-select-dropdown input'); + let file = historySelectorInput.value; + return [a,file] +} diff --git a/docs/assets/javascript/html2img.js b/docs/assets/javascript/html2img.js new file mode 100644 index 000000000..07b1e0183 --- /dev/null +++ b/docs/assets/javascript/html2img.js @@ -0,0 +1,92 @@ +async function toastConvert2Img() { + let pElement = statusDisplay.querySelector('p'); + pElement.innerHTML = '🏃🏻‍正在将对话记录转换为图片，请稍等'; + toast_push('🏃🏻‍正正在将对话记录转换为图片', 2000); + await convert2canvas(null, pElement) +} + +async function convert2canvas(shareContent = null, pElement) { + if (shareContent == null) { + shareContent = chatbot.querySelector('.message-wrap') //获取囊括所有元素的最大的div元素 + } + let width = shareContent.scrollWidth * 2; //获取dom宽度（包括元素宽度、内边距和边框，不包括外边距） + let height = shareContent.scrollHeight * 2; //获取dom高度（包括元素高度、内边距和边框，不包括外边距） + let canvas = document.createElement("canvas"); //创建一个canvas标签元素 + let scale = 2; //定义放大倍数，可以支持小数 + let imgType = "image/png";//设置默认下载的图片格式 + + canvas.width = width * scale; //定义canvas宽度 * 倍数（图片的清晰度优化），默认宽度为300px + canvas.height = height * scale; //定义canvas高度 * 倍数，默认高度为150px + canvas.getContext("2d").scale(scale, scale); //创建canvas的context对象，设置scale，相当于画布的“画笔”拥有多种绘制路径、矩形、圆形、字符以及添加图像的方法 + + let backgroundColor = window.getComputedStyle(chatbot).backgroundColor; + + let opts = { //初始化对象 + backgroundColor: backgroundColor,//设置canvas背景为透明 + scale: scale, //添加的scale参数 + canvas: canvas, //自定义canvas + logging: true, //日志开关，便于查看html2canvas的内部执行流程 + width: width, //dom的原始宽度和高度 + height: height, + useCORS: true, //开启html2canvas的useCORS配置，跨域配置，以解决图片跨域的问题 + x: 0, // 确保从左上角开始绘制，防止偏移 + y: 0 // 同样，确保从顶端开始绘制 + }; + html2canvas(shareContent, opts).then(function (canvas) { + let context = canvas.getContext('2d'); + // 在放大倍数作用以前设置背景色 + // 【重要】关闭抗锯齿，进一步优化清晰度 + context.mozImageSmoothingEnabled = false; + context.webkitImageSmoothingEnabled = false; + context.msImageSmoothingEnabled = false; + context.imageSmoothingEnabled = false; + + let img = Canvas2image.convertToImage(canvas, canvas.width, canvas.height, imgType); //将绘制好的画布转换为img标签,默认图片格式为PNG. + // document.body.appendChild(img); //在body元素后追加的图片元素至页面，也可以不追加，直接做处理 + + $(img).css({ //设置图片元素的宽高属性 + "width": canvas.width / 2 + "px", + "height": canvas.height / 2 + "px", + }) + $(img).attr("id", "img1"); //为图片元素添加id属性 + // 将已有

标签中原来的内容清空，并插入我们新创建的元素 + copyToClipboard(img); // 将图片复制到剪切板 + pElement.innerHTML = ''; // 先清空

标签内的所有内容 + pElement.appendChild(createALink(img)); // 然后将标签添加进去 + }); + return pElement.outerHTML; +} + +function copyToClipboard(image) { + // 尝试使用 Clipboard API 写入剪切板 + if (navigator.clipboard && window.isSecureContext) { + // 将image转换成Blob对象 + fetch(image.src) + .then(res => res.blob()) + .then(blob => { + // Write the blob image to clipboard + navigator.clipboard.write([new ClipboardItem({'image/png': blob})]) + .then(() => console.log('Image copied!')) + .catch(err => console.error('Could not copy image: ', err)); + }); + } else { + console.error('The Clipboard API is not available.'); + } +} + +function get_history_name(){ + let history_select = historySelector.querySelector('.chat-selected-btns').parentElement + return history_select.querySelector('input').value.replace(/\s/g, '') +} + + +function createALink(img) { + // 生成一个a超链接元素 + let linkElement = document.createElement('a'); + // 将a的download属性设置为我们想要下载的图片名称，若name不存在则使用‘下载图片名称’作为默认名称 + history_value = get_history_name() + linkElement.download = history_value + '.png'; + linkElement.innerHTML = history_value + '.png' + linkElement.href = img.src;//将img的src值设置为a.href属性，img.src为base64编码值 + return linkElement +} diff --git a/docs/assets/javascript/localization.js b/docs/assets/javascript/localization.js new file mode 100644 index 000000000..ca8173abf --- /dev/null +++ b/docs/assets/javascript/localization.js @@ -0,0 +1,35 @@ + +// i18n + +const language = navigator.language.slice(0,2); + +var forView_i18n; +var deleteConfirm_i18n_pref; +var deleteConfirm_i18n_suff; +var usingLatest_i18n; +var updatingMsg_i18n; +var updateSuccess_i18n; +var updateFailure_i18n; +var regenerate_i18n; +var deleteRound_i18n; +var renameChat_i18n; +var validFileName_i18n; + +function setLoclize() { + forView_i18n = gradioApp().querySelector('#forView_i18n').innerText; + deleteConfirm_i18n_pref = gradioApp().querySelector('#deleteConfirm_i18n_pref').innerText; + deleteConfirm_i18n_suff = gradioApp().querySelector('#deleteConfirm_i18n_suff').innerText; + usingLatest_i18n = gradioApp().querySelector('#usingLatest_i18n').innerText; + updatingMsg_i18n = gradioApp().querySelector('#updatingMsg_i18n').innerText; + updateSuccess_i18n = gradioApp().querySelector('#updateSuccess_i18n').innerText; + updateFailure_i18n = gradioApp().querySelector('#updateFailure_i18n').innerText; + regenerate_i18n = gradioApp().querySelector('#regenerate_i18n').innerText; + deleteRound_i18n = gradioApp().querySelector('#deleteRound_i18n').innerText; + renameChat_i18n = gradioApp().querySelector('#renameChat_i18n').innerText; + validFileName_i18n = gradioApp().querySelector('#validFileName_i18n').innerText; +} + +function i18n(msg) { + return msg; + // return msg.hasOwnProperty(language) ? msg[language] : msg['en']; +} diff --git a/themes/mermaid.min.js b/docs/assets/javascript/mermaid.min.js similarity index 100% rename from themes/mermaid.min.js rename to docs/assets/javascript/mermaid.min.js diff --git a/docs/assets/javascript/mermaid_draw.js b/docs/assets/javascript/mermaid_draw.js new file mode 100644 index 000000000..dc32a3f90 --- /dev/null +++ b/docs/assets/javascript/mermaid_draw.js @@ -0,0 +1,209 @@ +const mermaidConfig = { + startOnLoad: false, + theme: "default", + flowchart: { + htmlLabels: false + }, + er: { + useMaxWidth: false, + useMaxHeight: '630px' + }, + sequence: { + useMaxWidth: false, + noteFontWeight: "14px", + actorFontSize: "14px", + messageFontSize: "16px" + } +} +const svg_init_params = { + zoomEnabled: true, + controlIconsEnabled: true, + mouseWheelZoomEnabled: false +}; + +function getRandomInt(min, max) { + min = Math.ceil(min); + max = Math.floor(max); + return Math.floor(Math.random() * (max - min + 1)) + min; +} + + +async function do_render(parentCodeElement, codeContent) { + let mermaid_div = document.createElement('div'); + let diagram = await mermaid.render(`_diagram_${getRandomInt(1000, 9999)}`, codeContent); + mermaid_div.classList.add('mermaid_render'); + mermaid_div.innerHTML = diagram.svg; + let chatbot_top = chatbotWrap.scrollTop + if (parentCodeElement.querySelector('.mermaid_render')) { + parentCodeElement.querySelector('.mermaid_render').outerHTML = mermaid_div.outerHTML; + } else { + parentCodeElement.appendChild(mermaid_div); + } + if (chatbotWrap.scrollTop - chatbot_top < 500) { + // 避免重复滚动 + chatbotWrap.scrollTop = chatbotWrap.scrollHeight - chatbotWrap.clientHeight; + } + let codeFinishRenderElement = chatbot.querySelector("code_finish_render"); + if (codeFinishRenderElement) { // 如果block下已存在code_already_rendered元素 + codeFinishRenderElement.style.display = "none"; + codeFinishRenderElement.innerHTML = diagram.svg; + } else { + // 如果不存在code_finish_render元素，则将code元素中的内容添加到新创建的code_finish_render元素中 + let codeFinishRenderElement = document.createElement("code_finish_render"); // 创建一个新的code_already_rendered元素 + codeFinishRenderElement.style.display = "none"; + codeFinishRenderElement.innerHTML = diagram.svg; + chatbot.appendChild(codeFinishRenderElement); // 将新创建的code_already_rendered元素添加到block中 + } + console.log('mermaid render success') +} + +async function mermaidReplaceOld(parentCodeElement) { + let old_mermaid_div = document.createElement('div'); + old_mermaid_div.classList.add('mermaid_render'); + let codeFinishRenderElement = chatbot.querySelector("code_finish_render svg"); + // console.log('mermaidReplaceOld', codeFinishRenderElement) + if (codeFinishRenderElement) { + old_mermaid_div.innerHTML = codeFinishRenderElement.outerHTML; + } + parentCodeElement.appendChild(old_mermaid_div); +} + +async function mermaidCodeAdd(codeElement) { + let parentCodeElement = codeElement.parentElement.parentElement + let old_mermaid_div = parentCodeElement.querySelector('.mermaid_render'); + if (!old_mermaid_div) { + mermaid.initialize(mermaidConfig); + // 获取bot_mermaid的值 + let bot_mermaid_content = codeElement.textContent || codeElement.innerText; + try { + await do_render(parentCodeElement, bot_mermaid_content) + } catch (e) { + let finish_render = chatbot.querySelector("code_finish_render") + if (finish_render) { + await mermaidReplaceOld(parentCodeElement) + } + var error_elements = document.querySelector('[id^="d_diagram"]'); + if (error_elements) { + error_elements.remove() + } + } + } + +} + +async function mermaidEditAdd(codeElement) { + let parentCodeElement = codeElement.parentElement.parentElement + let old_mermaid_svg = parentCodeElement.querySelector('.mermaid_render svg'); + if (old_mermaid_svg) { + await svgInitPz(old_mermaid_svg, codeElement.textContent) + } +} + + +// 创建MutationObserver对象 +const chatbotObserverMsg = new MutationObserver(function (mutationsList, observer) { + if (chatbotMsg) { + chatbotMsg.querySelectorAll('.bot .language-mermaid').forEach(mermaidCodeAdd) + } +}); + +async function pako_encode(codeContent) { + const Module = await import('./mermaid_editor.mjs'); + let pako_encode = Module.serializeState({ + "code": codeContent, + "mermaid": "{\n \"theme\": \"default\"\n}", + "autoSync": true, + "updateDiagram": false + }) + return "https://mermaid.live/edit#" + pako_encode +} + + +async function svgInitPz(svgElement, content) { + if (!svgElement.querySelector('foreignObject')) { + let svg_width = '100%'; + let svg_heightVal = svgElement.height.animVal.value; + let svg_height = Math.max(200, Math.min(svg_heightVal, 600)); // 设置限制 + svgElement.style = `width: ${svg_width}; height: ${svg_height}px;`; // 应用原长宽设置 + let panZoomTiger = svgPanZoom(svgElement, svg_init_params); + + let pako_encode_link = await pako_encode(content); + + if (!svgElement.querySelector('#foreign-edit')) { + // 增加编辑按钮 + let fore_edit_obj = await createForeignObject(); + let editButton = document.createElement('button'); + editButton.id = "foreign-edit"; + editButton.innerHTML = svgEditIcon; + editButton.addEventListener('click', () => window.open(pako_encode_link, '_blank')); + fore_edit_obj.appendChild(editButton); + svgElement.appendChild(fore_edit_obj); + } + addClickEvent(svgElement, panZoomTiger); + } +} + + +function addClickEvent(svgElement, panZoomTiger) { + // 支持双击选择SVG文本 + let svgTextEle = svgElement.querySelectorAll('text') + for (let i = 0; i < svgTextEle.length; i++) { + // 监听鼠标悬停事件 + svgTextEle[i].addEventListener('mouseover', function (e) { + // 当鼠标悬停时禁用双击缩放功能 + panZoomTiger.disableDblClickZoom(); + // 当鼠标悬停时禁用平移功能 + panZoomTiger.disablePan(); + // 当鼠标悬停时启用鼠标滚轮缩放功能 + panZoomTiger.enableMouseWheelZoom(); + }); + svgTextEle[i].addEventListener('mouseout', function (e) { + // 当鼠标移出时启用双击缩放功能 + panZoomTiger.enableDblClickZoom(); + // 当鼠标移出时启用平移功能 + panZoomTiger.enablePan(); + // 当鼠标移出时禁用鼠标滚轮缩放功能 + panZoomTiger.disableMouseWheelZoom(); + }); + svgTextEle[i].addEventListener('dblclick', function (e) { + // 双击选中文本内容 + let range = document.createRange(); + range.selectNodeContents(svgTextEle[i]); + let sel = window.getSelection(); + sel.removeAllRanges(); + sel.addRange(range); + }); + // console.log(svgElement) + } + svgElement.addEventListener('click', function (e) { + // 如果点击的不是 svgTextEle 元素则移出选择 + if (!e.target.closest('svg text')) { + let sel = window.getSelection ? window.getSelection() : document.selection; + if (sel) { + if (sel.removeAllRanges) { + sel.removeAllRanges(); + } else if (sel.empty) { // IE 浏览器 + sel.empty(); + } + } + } + }); +} + +async function createForeignObject(x = `94%`, y = "10") { + // 创建 元素 + let foreignObject = document.createElementNS("http://www.w3.org/2000/svg", + "foreignObject"); + foreignObject.setAttribute("x", x); + foreignObject.setAttribute("y", y); + foreignObject.setAttribute("width", "20"); + foreignObject.setAttribute("height", "20"); + return foreignObject +} + +const svgEditIcon = ` + + + + +` \ No newline at end of file diff --git a/docs/assets/javascript/mermaid_editor.mjs b/docs/assets/javascript/mermaid_editor.mjs new file mode 100644 index 000000000..112769138 --- /dev/null +++ b/docs/assets/javascript/mermaid_editor.mjs @@ -0,0 +1,56 @@ +// redirect_index 重定向，具体要看 config_private.py 是否配置二级路由 +import { deflate, inflate } from '/redirect_index/file=docs/assets/library/pako.esm.mjs'; +import { toUint8Array, fromUint8Array, toBase64, fromBase64 } from '/redirect_index/file=docs/assets/library/base64.mjs'; + +const base64Serde = { + serialize: (state) => { + return toBase64(state, true); + }, + deserialize: (state) => { + return fromBase64(state); + } +}; + +const pakoSerde = { + serialize: (state) => { + const data = new TextEncoder().encode(state); + const compressed = deflate(data, { level: 9 }); + return fromUint8Array(compressed, true); + }, + deserialize: (state) => { + const data = toUint8Array(state); + return inflate(data, { to: 'string' }); + } +}; + +const serdes = { + base64: base64Serde, + pako: pakoSerde +}; + +export const serializeState = (state, serde = 'pako') => { + if (!(serde in serdes)) { + throw new Error(`Unknown serde type: ${serde}`); + } + const json = JSON.stringify(state); + const serialized = serdes[serde].serialize(json); + return `${serde}:${serialized}`; +}; + +const deserializeState = (state) => { + let type, serialized; + if (state.includes(':')) { + let tempType; + [tempType, serialized] = state.split(':'); + if (tempType in serdes) { + type = tempType; + } else { + throw new Error(`Unknown serde type: ${tempType}`); + } + } else { + type = 'base64'; + serialized = state; + } + const json = serdes[type].deserialize(serialized); + return JSON.parse(json); +}; \ No newline at end of file diff --git a/docs/assets/javascript/message-button.js b/docs/assets/javascript/message-button.js new file mode 100644 index 000000000..5e4fdbb80 --- /dev/null +++ b/docs/assets/javascript/message-button.js @@ -0,0 +1,207 @@ +// 为 bot 消息添加复制与切换显示按钮 以及最新消息加上重新生成，删除最新消息，嗯。 + +function addChuanhuButton(botElement) { + + // botElement = botRow.querySelector('.message.bot'); + var isLatestMessage = botElement.classList.contains('latest'); + + var rawMessage = botElement.querySelector('.raw-message'); + var mdMessage = botElement.querySelector('.md-message'); + + if (!rawMessage) { // 如果没有 raw message，说明是早期历史记录，去除按钮 + // var buttons = botElement.querySelectorAll('button.chuanhu-btn'); + // for (var i = 0; i < buttons.length; i++) { + // buttons[i].parentNode.removeChild(buttons[i]); + // } + botElement.querySelector('.message-btn-row')?.remove(); + botElement.querySelector('.message-btn-column')?.remove(); + return; + } + // botElement.querySelectorAll('button.copy-bot-btn, button.toggle-md-btn').forEach(btn => btn.remove()); // 就算原先有了，也必须重新添加，而不是跳过 + if (!isLatestMessage) botElement.querySelector('.message-btn-row')?.remove(); + botElement.querySelector('.message-btn-column')?.remove(); + + // Copy bot button + var copyButton = document.createElement('button'); + copyButton.classList.add('chuanhu-btn'); + copyButton.classList.add('copy-bot-btn'); + copyButton.setAttribute('aria-label', 'Copy'); + copyButton.innerHTML = copyIcon; + + copyButton.addEventListener('click', async () => { + const textToCopy = rawMessage.innerText; + try { + if ("clipboard" in navigator) { + await navigator.clipboard.writeText(textToCopy); + copyButton.innerHTML = copiedIcon; + setTimeout(() => { + copyButton.innerHTML = copyIcon; + }, 1500); + } else { + const textArea = document.createElement("textarea"); + textArea.value = textToCopy; + document.body.appendChild(textArea); + textArea.select(); + try { + document.execCommand('copy'); + copyButton.innerHTML = copiedIcon; + setTimeout(() => { + copyButton.innerHTML = copyIcon; + }, 1500); + } catch (error) { + console.error("Copy failed: ", error); + } + document.body.removeChild(textArea); + } + } catch (error) { + console.error("Copy failed: ", error); + } + }); + // botElement.appendChild(copyButton); + + // Toggle button + var toggleButton = document.createElement('button'); + toggleButton.classList.add('chuanhu-btn'); + toggleButton.classList.add('toggle-md-btn'); + toggleButton.setAttribute('aria-label', 'Toggle'); + var renderMarkdown = mdMessage.classList.contains('hideM'); + toggleButton.innerHTML = renderMarkdown ? mdIcon : rawIcon; + toggleButton.addEventListener('click', () => { + renderMarkdown = mdMessage.classList.contains('hideM'); + if (renderMarkdown) { + renderMarkdownText(botElement); + toggleButton.innerHTML = rawIcon; + } else { + removeMarkdownText(botElement); + toggleButton.innerHTML = mdIcon; + } + chatbotContentChanged(1); // to set md or raw in read-only history html + }); + // botElement.insertBefore(toggleButton, copyButton); + // CSS样式 + if (botElement.classList.contains('user')) { + copyButton.classList.add('toggle-button-hide'); // 添加初始隐藏样式 + toggleButton.classList.add('toggle-button-hide'); // 添加初始隐藏样式 + // 鼠标悬浮时显示按钮 + botElement.addEventListener('mouseover', () => { + toggleButton.classList.remove('toggle-button-hide'); + copyButton.classList.remove('toggle-button-hide'); + }); + // 鼠标离开时隐藏按钮 + botElement.addEventListener('mouseout', () => { + toggleButton.classList.add('toggle-button-hide'); + copyButton.classList.add('toggle-button-hide'); + }); + } + var messageBtnColumn = document.createElement('div'); + messageBtnColumn.classList.add('message-btn-column'); + messageBtnColumn.appendChild(toggleButton); + messageBtnColumn.appendChild(copyButton); + botElement.appendChild(messageBtnColumn); + + function renderMarkdownText(message) { + var mdDiv = message.querySelector('.md-message'); + if (mdDiv) mdDiv.classList.remove('hideM'); + var rawDiv = message.querySelector('.raw-message'); + if (rawDiv) rawDiv.classList.add('hideM'); + } + + function removeMarkdownText(message) { + var rawDiv = message.querySelector('.raw-message'); + if (rawDiv) { + rawDiv.innerHTML = rawDiv.querySelector('pre')?.innerHTML || rawDiv.innerHTML; + rawDiv.classList.remove('hideM'); + } + var mdDiv = message.querySelector('.md-message'); + if (mdDiv) mdDiv.classList.add('hideM'); + } +} + +function setLatestMessage() { + var latestMessage = gradioApp().querySelector('#chuanhu-chatbot > .wrapper > .wrap > .message-wrap .message.bot.latest'); + if (latestMessage) addLatestMessageButtons(latestMessage); +} + +function addLatestMessageButtons(botElement) { + botElement.querySelector('.message-btn-row')?.remove(); + + var messageBtnRow = document.createElement('div'); + messageBtnRow.classList.add('message-btn-row'); + var messageBtnRowLeading = document.createElement('div'); + messageBtnRowLeading.classList.add('message-btn-row-leading'); + var messageBtnRowTrailing = document.createElement('div'); + messageBtnRowTrailing.classList.add('message-btn-row-trailing'); + + messageBtnRow.appendChild(messageBtnRowLeading); + messageBtnRow.appendChild(messageBtnRowTrailing); + + botElement.appendChild(messageBtnRow); + + if (botElement.parentNode.parentNode.querySelector('.message.user .md-message')) { + //leading + var regenerateButton = document.createElement('button'); + regenerateButton.classList.add('chuanhu-btn'); + regenerateButton.classList.add('regenerate-btn'); + regenerateButton.setAttribute('aria-label', 'Regenerate'); + regenerateButton.innerHTML = regenIcon + `${i18n(regenerate_i18n)}`; + + var gradioRetryBtn = gradioApp().querySelector('#gr-retry-btn'); + regenerateButton.addEventListener('click', () => { + gradioRetryBtn.click(); + }); + + var deleteButton = document.createElement('button'); + deleteButton.classList.add('chuanhu-btn'); + deleteButton.classList.add('delete-latest-btn'); + deleteButton.setAttribute('aria-label', 'Delete'); + deleteButton.innerHTML = deleteIcon + `${i18n(deleteRound_i18n)}`; + + var gradioDelLastBtn = gradioApp().querySelector('#gr-dellast-btn'); + deleteButton.addEventListener('click', () => { + gradioDelLastBtn.click(); + }); + + messageBtnRowLeading.appendChild(regenerateButton); + messageBtnRowLeading.appendChild(deleteButton); + + // trailing + var likeButton = document.createElement('button'); + likeButton.classList.add('chuanhu-btn'); + likeButton.classList.add('like-latest-btn'); + likeButton.setAttribute('aria-label', 'Like'); + likeButton.innerHTML = likeIcon; + + var gradioLikeBtn = gradioApp().querySelector('#gr-like-btn'); + likeButton.addEventListener('click', () => { + gradioLikeBtn.click(); + }); + + var dislikeButton = document.createElement('button'); + dislikeButton.classList.add('chuanhu-btn'); + dislikeButton.classList.add('dislike-latest-btn'); + dislikeButton.setAttribute('aria-label', 'Dislike'); + dislikeButton.innerHTML = dislikeIcon; + + var gradioDislikeBtn = gradioApp().querySelector('#gr-dislike-btn'); + dislikeButton.addEventListener('click', () => { + gradioDislikeBtn.click(); + }); + + messageBtnRowTrailing.appendChild(likeButton); + messageBtnRowTrailing.appendChild(dislikeButton); + } +} + + +// button svg code +const copyIcon = ''; +const copiedIcon = ''; +const mdIcon = ''; +const rawIcon = ''; + +const regenIcon = ''; +const deleteIcon = ''; +// const deleteIcon = '' + +const likeIcon = ''; +const dislikeIcon = '' diff --git a/themes/green.js b/docs/assets/javascript/sliders.js similarity index 57% rename from themes/green.js rename to docs/assets/javascript/sliders.js index 7801b970d..1351f3ae3 100644 --- a/themes/green.js +++ b/docs/assets/javascript/sliders.js @@ -1,32 +1,17 @@ -var academic_chat = null; - -var sliders = null; var rangeInputs = null; var numberInputs = null; -function set_elements() { - academic_chat = document.querySelector('gradio-app'); - async function get_sliders() { - sliders = document.querySelectorAll('input[type="range"]'); - while (sliders.length == 0) { - await new Promise(r => setTimeout(r, 100)); - sliders = document.querySelectorAll('input[type="range"]'); - } - setSlider(); - } - get_sliders(); -} function setSlider() { - rangeInputs = document.querySelectorAll('input[type="range"]'); - numberInputs = document.querySelectorAll('input[type="number"]') function setSliderRange() { var range = document.querySelectorAll('input[type="range"]'); range.forEach(range => { range.style.backgroundSize = (range.value - range.min) / (range.max - range.min) * 100 + '% 100%'; }); } + rangeInputs = document.querySelectorAll('input[type="range"]'); + numberInputs = document.querySelectorAll('input[type="number"]') setSliderRange(); rangeInputs.forEach(rangeInput => { rangeInput.addEventListener('input', setSliderRange); @@ -35,7 +20,3 @@ function setSlider() { numberInput.addEventListener('input', setSliderRange); }) } - -window.addEventListener("DOMContentLoaded", () => { - set_elements(); -}); diff --git a/docs/assets/javascript/spike.js b/docs/assets/javascript/spike.js new file mode 100644 index 000000000..7f561bceb --- /dev/null +++ b/docs/assets/javascript/spike.js @@ -0,0 +1,510 @@ +var uploadInputElement = null + +function move_cursor() { + const buttonsParent = gradioApp().getElementById('prompt_list'); + if (buttonsParent && user_input_tb && user_input_ta) { + buttonsParent.querySelectorAll('button').forEach((button) => { + button.addEventListener('click', () => { + user_input_ta.focus(); + }); + }); + } +} + +function toast_move_main() { + const spike_toast_info = gradioApp().getElementById('spike-toast-info'); + const gradio_main = gradioApp().querySelector('.gradio-container > .main') + if (!gradio_main.querySelector('#spike-toast-info')) { + gradio_main.appendChild(spike_toast_info); + } +} + +function check_move_list() { + const promptList = document.getElementById('prompt_list'); + const pm_check = document.getElementById('pm_check'); + if (!promptList.querySelector('.label #pm_check')) { + promptList.querySelector('.label').appendChild(pm_check); + } +} + +function btn_move_to_tab() { + const mk_tabs = document.getElementById('mask_tabs'); + const mk_del = document.getElementById('mk_del'); + const mk_clear = document.getElementById('mk_clear'); + const mk_btn_wrap = mk_tabs.querySelector('.controls-wrap') + if (!mk_btn_wrap.contains(mk_del)) { + mk_btn_wrap.appendChild(mk_del) + } + if (!mk_btn_wrap.contains(mk_clear)) { + mk_btn_wrap.appendChild(mk_clear) + } +} + +function red_dot_detection() { + const langchainTab = document.getElementById('langchain_tab'); + const hasGeneratingAttr = langchainTab.querySelector('[generating]'); + if (hasGeneratingAttr) { + const btn = document.getElementById("prompt-mask-btn") + const dot = document.createElement('span'); + dot.className = 'red-dot'; + btn.appendChild(dot); + } +} + +function remove_red_dot() { + const btn = document.getElementById("prompt-mask-btn"); + const redDot = btn.querySelector('.red-dot'); + if (redDot) { + btn.removeChild(redDot); + } +} + +function reuse_or_edit(check, b, c, d, e, f) { + if (check === false) { + open_treasure_chest() + } + return [check, b, c, d, e, f] +} + + +function addShowAllButton() { + var codeWraps = document.getElementsByClassName('code_wrap'); + for (var i = 0; i < codeWraps.length; i++) { + if (codeWraps[i].getElementsByClassName('language-folded').length > 0) { + // 检查button是否已经存在 + var existingButton = codeWraps[i].querySelector("#show-all-btn"); + // 如果按钮不存在，则创建 + if (!existingButton) { + // 创建外层button元素 + var show_button = document.createElement("button"); + show_button.id = "show-all-btn"; + show_button.title = "show all"; + // 创建内部span包裹svg图标 + var span_show_svg = document.createElement("span"); + span_show_svg.innerHTML = ` + + + + ` + // 将span添加到button，并将button添加到父节点 + show_button.appendChild(span_show_svg); + codeWraps[i].appendChild(show_button); + codeWraps[i].querySelector('.language-folded').classList.add('clamp_2') + // 给button添加监听事件 + show_button.addEventListener('click', handleShowAllButtonClick); + } + } + } +} + +function handleShowAllButtonClick(event) { + if (!event.target.closest('#show-all-btn')) return; // 如果事件来源不在 Show All 按钮内执行退出 + + var codeWrap = event.target.closest('.code_wrap'); + + if (!codeWrap) { // 找不到外围code_wrap则退出运行 + console.warn("Can't find the parent .code_wrap element."); + return; + } + var languageFoldedElement = codeWrap.querySelector('.language-folded'); + + if (languageFoldedElement) { + if (languageFoldedElement.classList.contains('unclamp')) { + languageFoldedElement.classList.remove('unclamp'); + languageFoldedElement.classList.add('clamp_2') + } else { + languageFoldedElement.classList.add('unclamp'); + languageFoldedElement.classList.remove('clamp_2') + } + } +} + + +// 函数：当鼠标悬浮在 'uploaded-files-count' 或 'upload-index-file' 上时，改变 'upload-index-file' 的 display 样式为 flex +function showUploadIndexFile() { + uploadIndexFileElement.style.display = "flow-root"; +} + + +// 函数：当鼠标离开 'uploaded-files-count' 2秒 后，检查是否还处于 'upload-index-file' hover状态 ，如果否，则改变 'upload-index-file' 的 display样式 为 none +function hideUploadIndexFile() { + setTimeout(function () { + if (!isHover(uploadIndexFileElement)) { + uploadIndexFileElement.style.display = "none"; + } + }, 1000); +} + +function isHover(e) { + return (e.parentElement.querySelector(':hover') === e); +} + +function add_func_event() { + // 监听上传文件计数器元素和 upload-index-file 元素的 hover(in JS handle by mouseenter and mouseleave) 和 non-hover 事件 + uploadedFilesCountElement.addEventListener("mouseenter", showUploadIndexFile); + uploadedFilesCountElement.addEventListener("mouseleave", hideUploadIndexFile); + uploadIndexFileElement.addEventListener("mouseenter", showUploadIndexFile); + uploadIndexFileElement.addEventListener("mouseleave", hideUploadIndexFile); +} + +function add_func_paste(input) { + let paste_files = []; + if (input) { + input.addEventListener("paste", async function (e) { + const clipboardData = e.clipboardData || window.clipboardData; + const items = clipboardData.items; + if (items) { + for (i = 0; i < items.length; i++) { + if (items[i].kind === "file") { // 确保是文件类型 + const file = items[i].getAsFile(); + // 将每一个粘贴的文件添加到files数组中 + paste_files.push(file); + e.preventDefault(); // 避免粘贴文件名到输入框 + } + } + if (paste_files.length > 0) { + // 按照文件列表执行批量上传逻辑 + await paste_upload_files(paste_files); + paste_files = [] + + } + } + }); + } +} +function add_func_keydown(event) { + user_input_ta.addEventListener('keydown', (event) => { + if (!chuanhuBody.querySelector('.chatbot-full-width')) { + if (event.key === 'Enter' && !event.shiftKey) { + event.preventDefault(); + // 在光标位置插入换行符 + const start = user_input_ta.selectionStart; + const end = user_input_ta.selectionEnd; + user_input_ta.value = user_input_ta.value.substring(0, start) + '\n' + user_input_ta.value.substring(end); + user_input_ta.selectionStart = user_input_ta.selectionEnd = start + 1; + // 触发 input 事件,更新 UI + user_input_ta.dispatchEvent(new Event('input')); + } + } + }) +} +async function paste_upload_files(files) { + uploadInputElement = uploadIndexFileElement.querySelector("input[type=file]"); + let totalSizeMb = 0 + if (files && files.length > 0) { + // 执行具体的上传逻辑 + if (uploadInputElement) { + toast_push('正在上传文件', 1000) + for (let i = 0; i < files.length; i++) { + // 将从文件数组中获取的文件大小(单位为字节)转换为MB， + totalSizeMb += files[i].size / 1024 / 1024; + } + // 检查文件总大小是否超过20MB + if (totalSizeMb > 20) { + toast_push('⚠️文件夹大于20MB 🚀上传文件中', 2000) + // return; // 如果超过了指定大小, 可以不进行后续上传操作 + } + // 监听change事件， 原生Gradio可以实现 + // uploadInputElement.addEventListener('change', function(){replace_input_string()}); + let event = new Event("change"); + Object.defineProperty(event, "target", {value: uploadInputElement, enumerable: true}); + Object.defineProperty(event, "currentTarget", {value: uploadInputElement, enumerable: true}); + Object.defineProperty(uploadInputElement, "files", {value: files, enumerable: true}); + uploadInputElement.dispatchEvent(event); + // toast_push('🎉上传文件成功', 2000) + } else { + toast_push('请先清除上传文件区后，再执行上传', 1000) + } + } +} + +function replace_input_string() { + let attempts = 0; + const maxAttempts = 50; // 超时处理5秒～ + function findAndReplaceDownloads() { + const filePreviewElement = uploadIndexFileElement.querySelector('.file-preview'); + if (filePreviewElement) { + const downloadLinks = filePreviewElement.querySelectorAll('.download a'); + // Run the rest of your code only if links are found + if (downloadLinks.length > 0) { + const imageExtensions = ['.jpg', '.jpeg', '.png', '.gif']; + downloadLinks.forEach(function (downloadLink) { + let http_links = downloadLink.getAttribute('href') + let name_links = downloadLink.getAttribute('download') + let fileExtension = http_links.substring(http_links.lastIndexOf('.')); + if (imageExtensions.includes(fileExtension)) { + user_input_ta.value += `![${name_links}](${http_links})`; + } else { + user_input_ta.value += `[${name_links}](${http_links})`; + } + user_input_ta.style.height = 'auto'; + user_input_ta.style.height = (user_input_ta.scrollHeight) + 'px'; + }); + clearInterval(manager); + } + } + attempts++; + if (attempts >= maxAttempts) { + // Do something after max failed attempts. + clearInterval(manager) + console.log("Failed to find downloads"); + } + } + + let manager = setInterval(findAndReplaceDownloads, 100); +} + +//提示信息 封装 +function toast_push(msg, duration) { + duration = isNaN(duration) ? 3000 : duration; + const m = document.createElement('div'); + m.innerHTML = msg; + m.style.cssText = "font-size: var(--text-md) !important; color: rgb(255, 255, 255);background-color: rgba(0, 0, 0, 0.6);padding: 10px 15px;margin: 0 0 0 -60px;border-radius: 4px;position: fixed; top: 50%;left: 50%;width: 130px;text-align: center;"; + document.body.appendChild(m); + setTimeout(function () { + var d = 0.5; + m.style.opacity = '0'; + setTimeout(function () { + document.body.removeChild(m) + }, d * 1000); + }, duration); +} + + +function sm_move_more_label() { + let more_label_group = chatbotArea.querySelector('#chatbot-input-more-area').querySelector('.chatbot-input-more-label-group'); + let more_sm_btn = chatbotArea.querySelector('#gr-chat-sm-column'); + let more_sm_select = chatbotArea.querySelector('#gr-know-sm-column'); + + if (more_label_group && !more_label_group.contains(more_sm_btn) && !more_label_group.contains(more_sm_select)) { + more_label_group.insertBefore(more_sm_select, more_label_group.firstChild); + more_label_group.appendChild(more_sm_btn); + } +} + +var hintArea; + +function setDragUploader() { + input = chatbotArea; + if (input) { + const dragEvents = ["dragover", "dragenter"]; + const leaveEvents = ["dragleave", "dragend", "drop"]; + const onDrag = function (e) { + e.preventDefault(); + e.stopPropagation(); + if (!chatbotArea.classList.contains("with-file")) { + chatbotArea.classList.add("dragging"); + draggingHint(); + } else { + toast_push('请先清除上传文件区后，再执行上传', 1000) + } + }; + + const onLeave = function (e) { + e.preventDefault(); + e.stopPropagation(); + chatbotArea.classList.remove("dragging"); + if (hintArea) { + hintArea.remove(); + } + }; + + dragEvents.forEach(event => { + input.addEventListener(event, onDrag); + }); + + leaveEvents.forEach(event => { + input.addEventListener(event, onLeave); + }); + + input.addEventListener("drop", async function (e) { + const files = e.dataTransfer.files; + await paste_upload_files(files); + }); + } +} + +function draggingHint() { + hintArea = chatbotArea.querySelector(".dragging-hint"); + if (hintArea) { + return; + } + hintArea = document.createElement("div"); + hintArea.classList.add("dragging-hint"); + hintArea.innerHTML = `

释放文件以上传

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rn[pc])this.terminals_[co]&&co>vo&&va.push("'"+this.terminals_[co]+"'");gs.showPosition?na="Parse error on line "+(ja+1)+`: +`+gs.showPosition()+` +Expecting `+va.join(", ")+", got '"+(this.terminals_[Ac]||Ac)+"'":na="Parse error on line "+(ja+1)+": Unexpected "+(Ac==ma?"end of input":"'"+(this.terminals_[Ac]||Ac)+"'"),this.parseError(na,{text:gs.match,token:this.terminals_[Ac]||Ac,line:gs.yylineno,loc:l1,expected:va})}if(ka[0]instanceof Array&&ka.length>1)throw new Error("Parse Error: multiple actions possible at state: "+pc+", token: "+Ac);switch(ka[0]){case 1:Bn.push(Ac),be.push(gs.yytext),Qe.push(gs.yylloc),Bn.push(ka[1]),Ac=null,mo=gs.yyleng,yn=gs.yytext,ja=gs.yylineno,l1=gs.yylloc;break;case 2:if(bc=this.productions_[ka[1]][1],ea.$=be[be.length-bc],ea._$={first_line:Qe[Qe.length-(bc||1)].first_line,last_line:Qe[Qe.length-1].last_line,first_column:Qe[Qe.length-(bc||1)].first_column,last_column:Qe[Qe.length-1].last_column},_2&&(ea._$.range=[Qe[Qe.length-(bc||1)].range[0],Qe[Qe.length-1].range[1]]),du=this.performAction.apply(ea,[yn,mo,ja,Nu.yy,ka[1],be,Qe].concat($a)),typeof du<"u")return du;bc&&(Bn=Bn.slice(0,-1*bc*2),be=be.slice(0,-1*bc),Qe=Qe.slice(0,-1*bc)),Bn.push(this.productions_[ka[1]][0]),be.push(ea.$),Qe.push(ea._$),oa=rn[Bn[Bn.length-2]][Bn[Bn.length-1]],Bn.push(oa);break;case 3:return!0}}return!0}},Ss=function(){var fr={EOF:1,parseError:function(Pn,Bn){if(this.yy.parser)this.yy.parser.parseError(Pn,Bn);else throw new Error(Pn)},setInput:function(An,Pn){return 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be=this.yylloc.range;return this.yylloc={first_line:this.yylloc.first_line,last_line:this.yylineno+1,first_column:this.yylloc.first_column,last_column:Bn?(Bn.length===Te.length?this.yylloc.first_column:0)+Te[Te.length-Bn.length].length-Bn[0].length:this.yylloc.first_column-Pn},this.options.ranges&&(this.yylloc.range=[be[0],be[0]+this.yyleng-Pn]),this.yyleng=this.yytext.length,this},more:function(){return this._more=!0,this},reject:function(){if(this.options.backtrack_lexer)this._backtrack=!0;else return this.parseError("Lexical error on line "+(this.yylineno+1)+`. You can only invoke reject() in the lexer when the lexer is of the backtracking persuasion (options.backtrack_lexer = true). +`+this.showPosition(),{text:"",token:null,line:this.yylineno});return this},less:function(An){this.unput(this.match.slice(An))},pastInput:function(){var An=this.matched.substr(0,this.matched.length-this.match.length);return(An.length>20?"...":"")+An.substr(-20).replace(/\n/g,"")},upcomingInput:function(){var An=this.match;return An.length<20&&(An+=this._input.substr(0,20-An.length)),(An.substr(0,20)+(An.length>20?"...":"")).replace(/\n/g,"")},showPosition:function(){var An=this.pastInput(),Pn=new Array(An.length+1).join("-");return An+this.upcomingInput()+` +`+Pn+"^"},test_match:function(An,Pn){var Bn,Te,be;if(this.options.backtrack_lexer&&(be={yylineno:this.yylineno,yylloc:{first_line:this.yylloc.first_line,last_line:this.last_line,first_column:this.yylloc.first_column,last_column:this.yylloc.last_column},yytext:this.yytext,match:this.match,matches:this.matches,matched:this.matched,yyleng:this.yyleng,offset:this.offset,_more:this._more,_input:this._input,yy:this.yy,conditionStack:this.conditionStack.slice(0),done:this.done},this.options.ranges&&(be.yylloc.range=this.yylloc.range.slice(0))),Te=An[0].match(/(?:\r\n?|\n).*/g),Te&&(this.yylineno+=Te.length),this.yylloc={first_line:this.yylloc.last_line,last_line:this.yylineno+1,first_column:this.yylloc.last_column,last_column:Te?Te[Te.length-1].length-Te[Te.length-1].match(/\r?\n?/)[0].length:this.yylloc.last_column+An[0].length},this.yytext+=An[0],this.match+=An[0],this.matches=An,this.yyleng=this.yytext.length,this.options.ranges&&(this.yylloc.range=[this.offset,this.offset+=this.yyleng]),this._more=!1,this._backtrack=!1,this._input=this._input.slice(An[0].length),this.matched+=An[0],Bn=this.performAction.call(this,this.yy,this,Pn,this.conditionStack[this.conditionStack.length-1]),this.done&&this._input&&(this.done=!1),Bn)return Bn;if(this._backtrack){for(var Qe in be)this[Qe]=be[Qe];return!1}return!1},next:function(){if(this.done)return this.EOF;this._input||(this.done=!0);var An,Pn,Bn,Te;this._more||(this.yytext="",this.match="");for(var be=this._currentRules(),Qe=0;QePn[0].length)){if(Pn=Bn,Te=Qe,this.options.backtrack_lexer){if(An=this.test_match(Bn,be[Qe]),An!==!1)return An;if(this._backtrack){Pn=!1;continue}else return!1}else if(!this.options.flex)break}return Pn?(An=this.test_match(Pn,be[Te]),An!==!1?An:!1):this._input===""?this.EOF:this.parseError("Lexical error on line "+(this.yylineno+1)+`. Unrecognized text. +`+this.showPosition(),{text:"",token:null,line:this.yylineno})},lex:function(){var Pn=this.next();return Pn||this.lex()},begin:function(Pn){this.conditionStack.push(Pn)},popState:function(){var Pn=this.conditionStack.length-1;return Pn>0?this.conditionStack.pop():this.conditionStack[0]},_currentRules:function(){return this.conditionStack.length&&this.conditionStack[this.conditionStack.length-1]?this.conditions[this.conditionStack[this.conditionStack.length-1]].rules:this.conditions.INITIAL.rules},topState:function(Pn){return Pn=this.conditionStack.length-1-Math.abs(Pn||0),Pn>=0?this.conditionStack[Pn]:"INITIAL"},pushState:function(Pn){this.begin(Pn)},stateStackSize:function(){return this.conditionStack.length},options:{},performAction:function(Pn,Bn,Te,be){switch(Te){case 0:return 6;case 1:return 7;case 2:return 8;case 3:return 9;case 4:return 22;case 5:return 23;case 6:return this.begin("acc_title"),24;case 7:return this.popState(),"acc_title_value";case 8:return this.begin("acc_descr"),26;case 9:return this.popState(),"acc_descr_value";case 10:this.begin("acc_descr_multiline");break;case 11:this.popState();break;case 12:return"acc_descr_multiline_value";case 13:break;case 14:c;break;case 15:return 12;case 16:break;case 17:return 11;case 18:return 15;case 19:return 16;case 20:return 17;case 21:return 18;case 22:return this.begin("person_ext"),45;case 23:return this.begin("person"),44;case 24:return this.begin("system_ext_queue"),51;case 25:return this.begin("system_ext_db"),50;case 26:return this.begin("system_ext"),49;case 27:return this.begin("system_queue"),48;case 28:return this.begin("system_db"),47;case 29:return this.begin("system"),46;case 30:return this.begin("boundary"),37;case 31:return this.begin("enterprise_boundary"),34;case 32:return this.begin("system_boundary"),36;case 33:return this.begin("container_ext_queue"),57;case 34:return this.begin("container_ext_db"),56;case 35:return this.begin("container_ext"),55;case 36:return this.begin("container_queue"),54;case 37:return this.begin("container_db"),53;case 38:return this.begin("container"),52;case 39:return this.begin("container_boundary"),38;case 40:return this.begin("component_ext_queue"),63;case 41:return this.begin("component_ext_db"),62;case 42:return this.begin("component_ext"),61;case 43:return this.begin("component_queue"),60;case 44:return this.begin("component_db"),59;case 45:return this.begin("component"),58;case 46:return this.begin("node"),39;case 47:return this.begin("node"),39;case 48:return this.begin("node_l"),40;case 49:return this.begin("node_r"),41;case 50:return this.begin("rel"),64;case 51:return this.begin("birel"),65;case 52:return this.begin("rel_u"),66;case 53:return this.begin("rel_u"),66;case 54:return this.begin("rel_d"),67;case 55:return this.begin("rel_d"),67;case 56:return this.begin("rel_l"),68;case 57:return this.begin("rel_l"),68;case 58:return this.begin("rel_r"),69;case 59:return this.begin("rel_r"),69;case 60:return this.begin("rel_b"),70;case 61:return this.begin("rel_index"),71;case 62:return this.begin("update_el_style"),72;case 63:return this.begin("update_rel_style"),73;case 64:return this.begin("update_layout_config"),74;case 65:return"EOF_IN_STRUCT";case 66:return this.begin("attribute"),"ATTRIBUTE_EMPTY";case 67:this.begin("attribute");break;case 68:this.popState(),this.popState();break;case 69:return 80;case 70:break;case 71:return 80;case 72:this.begin("string");break;case 73:this.popState();break;case 74:return"STR";case 75:this.begin("string_kv");break;case 76:return this.begin("string_kv_key"),"STR_KEY";case 77:this.popState(),this.begin("string_kv_value");break;case 78:return"STR_VALUE";case 79:this.popState(),this.popState();break;case 80:return"STR";case 81:return"LBRACE";case 82:return"RBRACE";case 83:return"SPACE";case 84:return"EOL";case 85:return 14}},rules:[/^(?:.*direction\s+TB[^\n]*)/,/^(?:.*direction\s+BT[^\n]*)/,/^(?:.*direction\s+RL[^\n]*)/,/^(?:.*direction\s+LR[^\n]*)/,/^(?:title\s[^#\n;]+)/,/^(?:accDescription\s[^#\n;]+)/,/^(?:accTitle\s*:\s*)/,/^(?:(?!\n||)*[^\n]*)/,/^(?:accDescr\s*:\s*)/,/^(?:(?!\n||)*[^\n]*)/,/^(?:accDescr\s*\{\s*)/,/^(?:[\}])/,/^(?:[^\}]*)/,/^(?:%%(?!\{)*[^\n]*(\r?\n?)+)/,/^(?:%%[^\n]*(\r?\n)*)/,/^(?:\s*(\r?\n)+)/,/^(?:\s+)/,/^(?:C4Context\b)/,/^(?:C4Container\b)/,/^(?:C4Component\b)/,/^(?:C4Dynamic\b)/,/^(?:C4Deployment\b)/,/^(?:Person_Ext\b)/,/^(?:Person\b)/,/^(?:SystemQueue_Ext\b)/,/^(?:SystemDb_Ext\b)/,/^(?:System_Ext\b)/,/^(?:SystemQueue\b)/,/^(?:SystemDb\b)/,/^(?:System\b)/,/^(?:Boundary\b)/,/^(?:Enterprise_Boundary\b)/,/^(?:System_Boundary\b)/,/^(?:ContainerQueue_Ext\b)/,/^(?:ContainerDb_Ext\b)/,/^(?:Container_Ext\b)/,/^(?:ContainerQueue\b)/,/^(?:ContainerDb\b)/,/^(?:Container\b)/,/^(?:Container_Boundary\b)/,/^(?:ComponentQueue_Ext\b)/,/^(?:ComponentDb_Ext\b)/,/^(?:Component_Ext\b)/,/^(?:ComponentQueue\b)/,/^(?:ComponentDb\b)/,/^(?:Component\b)/,/^(?:Deployment_Node\b)/,/^(?:Node\b)/,/^(?:Node_L\b)/,/^(?:Node_R\b)/,/^(?:Rel\b)/,/^(?:BiRel\b)/,/^(?:Rel_Up\b)/,/^(?:Rel_U\b)/,/^(?:Rel_Down\b)/,/^(?:Rel_D\b)/,/^(?:Rel_Left\b)/,/^(?:Rel_L\b)/,/^(?:Rel_Right\b)/,/^(?:Rel_R\b)/,/^(?:Rel_Back\b)/,/^(?:RelIndex\b)/,/^(?:UpdateElementStyle\b)/,/^(?:UpdateRelStyle\b)/,/^(?:UpdateLayoutConfig\b)/,/^(?:$)/,/^(?:[(][ ]*[,])/,/^(?:[(])/,/^(?:[)])/,/^(?:,,)/,/^(?:,)/,/^(?:[ ]*["]["])/,/^(?:[ ]*["])/,/^(?:["])/,/^(?:[^"]*)/,/^(?:[ ]*[\$])/,/^(?:[^=]*)/,/^(?:[=][ ]*["])/,/^(?:[^"]+)/,/^(?:["])/,/^(?:[^,]+)/,/^(?:\{)/,/^(?:\})/,/^(?:[\s]+)/,/^(?:[\n\r]+)/,/^(?:$)/],conditions:{acc_descr_multiline:{rules:[11,12],inclusive:!1},acc_descr:{rules:[9],inclusive:!1},acc_title:{rules:[7],inclusive:!1},string_kv_value:{rules:[78,79],inclusive:!1},string_kv_key:{rules:[77],inclusive:!1},string_kv:{rules:[76],inclusive:!1},string:{rules:[73,74],inclusive:!1},attribute:{rules:[68,69,70,71,72,75,80],inclusive:!1},update_layout_config:{rules:[65,66,67,68],inclusive:!1},update_rel_style:{rules:[65,66,67,68],inclusive:!1},update_el_style:{rules:[65,66,67,68],inclusive:!1},rel_b:{rules:[65,66,67,68],inclusive:!1},rel_r:{rules:[65,66,67,68],inclusive:!1},rel_l:{rules:[65,66,67,68],inclusive:!1},rel_d:{rules:[65,66,67,68],inclusive:!1},rel_u:{rules:[65,66,67,68],inclusive:!1},rel_bi:{rules:[],inclusive:!1},rel:{rules:[65,66,67,68],inclusive:!1},node_r:{rules:[65,66,67,68],inclusive:!1},node_l:{rules:[65,66,67,68],inclusive:!1},node:{rules:[65,66,67,68],inclusive:!1},index:{rules:[],inclusive:!1},rel_index:{rules:[65,66,67,68],inclusive:!1},component_ext_queue:{rules:[],inclusive:!1},component_ext_db:{rules:[65,66,67,68],inclusive:!1},component_ext:{rules:[65,66,67,68],inclusive:!1},component_queue:{rules:[65,66,67,68],inclusive:!1},component_db:{rules:[65,66,67,68],inclusive:!1},component:{rules:[65,66,67,68],inclusive:!1},container_boundary:{rules:[65,66,67,68],inclusive:!1},container_ext_queue:{rules:[65,66,67,68],inclusive:!1},container_ext_db:{rules:[65,66,67,68],inclusive:!1},container_ext:{rules:[65,66,67,68],inclusive:!1},container_queue:{rules:[65,66,67,68],inclusive:!1},container_db:{rules:[65,66,67,68],inclusive:!1},container:{rules:[65,66,67,68],inclusive:!1},birel:{rules:[65,66,67,68],inclusive:!1},system_boundary:{rules:[65,66,67,68],inclusive:!1},enterprise_boundary:{rules:[65,66,67,68],inclusive:!1},boundary:{rules:[65,66,67,68],inclusive:!1},system_ext_queue:{rules:[65,66,67,68],inclusive:!1},system_ext_db:{rules:[65,66,67,68],inclusive:!1},system_ext:{rules:[65,66,67,68],inclusive:!1},system_queue:{rules:[65,66,67,68],inclusive:!1},system_db:{rules:[65,66,67,68],inclusive:!1},system:{rules:[65,66,67,68],inclusive:!1},person_ext:{rules:[65,66,67,68],inclusive:!1},person:{rules:[65,66,67,68],inclusive:!1},INITIAL:{rules:[0,1,2,3,4,5,6,8,10,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,81,82,83,84,85],inclusive:!0}}};return 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this.yy=Ls||this.yy||{},this._input=ls,this._more=this._backtrack=this.done=!1,this.yylineno=this.yyleng=0,this.yytext=this.matched=this.match="",this.conditionStack=["INITIAL"],this.yylloc={first_line:1,first_column:0,last_line:1,last_column:0},this.options.ranges&&(this.yylloc.range=[0,0]),this.offset=0,this},input:function(){var ls=this._input[0];this.yytext+=ls,this.yyleng++,this.offset++,this.match+=ls,this.matched+=ls;var Ls=ls.match(/(?:\r\n?|\n).*/g);return Ls?(this.yylineno++,this.yylloc.last_line++):this.yylloc.last_column++,this.options.ranges&&this.yylloc.range[1]++,this._input=this._input.slice(1),ls},unput:function(ls){var Ls=ls.length,Za=ls.split(/(?:\r\n?|\n)/g);this._input=ls+this._input,this.yytext=this.yytext.substr(0,this.yytext.length-Ls),this.offset-=Ls;var _i=this.match.split(/(?:\r\n?|\n)/g);this.match=this.match.substr(0,this.match.length-1),this.matched=this.matched.substr(0,this.matched.length-1),Za.length-1&&(this.yylineno-=Za.length-1);var gu=this.yylloc.range;return this.yylloc={first_line:this.yylloc.first_line,last_line:this.yylineno+1,first_column:this.yylloc.first_column,last_column:Za?(Za.length===_i.length?this.yylloc.first_column:0)+_i[_i.length-Za.length].length-Za[0].length:this.yylloc.first_column-Ls},this.options.ranges&&(this.yylloc.range=[gu[0],gu[0]+this.yyleng-Ls]),this.yyleng=this.yytext.length,this},more:function(){return this._more=!0,this},reject:function(){if(this.options.backtrack_lexer)this._backtrack=!0;else return this.parseError("Lexical error on line "+(this.yylineno+1)+`. You can only invoke reject() in the lexer when the lexer is of the backtracking persuasion (options.backtrack_lexer = true). +`+this.showPosition(),{text:"",token:null,line:this.yylineno});return this},less:function(ls){this.unput(this.match.slice(ls))},pastInput:function(){var ls=this.matched.substr(0,this.matched.length-this.match.length);return(ls.length>20?"...":"")+ls.substr(-20).replace(/\n/g,"")},upcomingInput:function(){var ls=this.match;return ls.length<20&&(ls+=this._input.substr(0,20-ls.length)),(ls.substr(0,20)+(ls.length>20?"...":"")).replace(/\n/g,"")},showPosition:function(){var ls=this.pastInput(),Ls=new Array(ls.length+1).join("-");return ls+this.upcomingInput()+` +`+Ls+"^"},test_match:function(ls,Ls){var Za,_i,gu;if(this.options.backtrack_lexer&&(gu={yylineno:this.yylineno,yylloc:{first_line:this.yylloc.first_line,last_line:this.last_line,first_column:this.yylloc.first_column,last_column:this.yylloc.last_column},yytext:this.yytext,match:this.match,matches:this.matches,matched:this.matched,yyleng:this.yyleng,offset:this.offset,_more:this._more,_input:this._input,yy:this.yy,conditionStack:this.conditionStack.slice(0),done:this.done},this.options.ranges&&(gu.yylloc.range=this.yylloc.range.slice(0))),_i=ls[0].match(/(?:\r\n?|\n).*/g),_i&&(this.yylineno+=_i.length),this.yylloc={first_line:this.yylloc.last_line,last_line:this.yylineno+1,first_column:this.yylloc.last_column,last_column:_i?_i[_i.length-1].length-_i[_i.length-1].match(/\r?\n?/)[0].length:this.yylloc.last_column+ls[0].length},this.yytext+=ls[0],this.match+=ls[0],this.matches=ls,this.yyleng=this.yytext.length,this.options.ranges&&(this.yylloc.range=[this.offset,this.offset+=this.yyleng]),this._more=!1,this._backtrack=!1,this._input=this._input.slice(ls[0].length),this.matched+=ls[0],Za=this.performAction.call(this,this.yy,this,Ls,this.conditionStack[this.conditionStack.length-1]),this.done&&this._input&&(this.done=!1),Za)return Za;if(this._backtrack){for(var Le in gu)this[Le]=gu[Le];return!1}return!1},next:function(){if(this.done)return this.EOF;this._input||(this.done=!0);var ls,Ls,Za,_i;this._more||(this.yytext="",this.match="");for(var gu=this._currentRules(),Le=0;LeLs[0].length)){if(Ls=Za,_i=Le,this.options.backtrack_lexer){if(ls=this.test_match(Za,gu[Le]),ls!==!1)return ls;if(this._backtrack){Ls=!1;continue}else return!1}else if(!this.options.flex)break}return Ls?(ls=this.test_match(Ls,gu[_i]),ls!==!1?ls:!1):this._input===""?this.EOF:this.parseError("Lexical error on line "+(this.yylineno+1)+`. Unrecognized text. +`+this.showPosition(),{text:"",token:null,line:this.yylineno})},lex:function(){var Ls=this.next();return Ls||this.lex()},begin:function(Ls){this.conditionStack.push(Ls)},popState:function(){var Ls=this.conditionStack.length-1;return Ls>0?this.conditionStack.pop():this.conditionStack[0]},_currentRules:function(){return this.conditionStack.length&&this.conditionStack[this.conditionStack.length-1]?this.conditions[this.conditionStack[this.conditionStack.length-1]].rules:this.conditions.INITIAL.rules},topState:function(Ls){return Ls=this.conditionStack.length-1-Math.abs(Ls||0),Ls>=0?this.conditionStack[Ls]:"INITIAL"},pushState:function(Ls){this.begin(Ls)},stateStackSize:function(){return this.conditionStack.length},options:{},performAction:function(Ls,Za,_i,gu){switch(_i){case 0:return this.begin("acc_title"),34;case 1:return this.popState(),"acc_title_value";case 2:return this.begin("acc_descr"),36;case 3:return this.popState(),"acc_descr_value";case 4:this.begin("acc_descr_multiline");break;case 5:this.popState();break;case 6:return"acc_descr_multiline_value";case 7:this.begin("callbackname");break;case 8:this.popState();break;case 9:this.popState(),this.begin("callbackargs");break;case 10:return 92;case 11:this.popState();break;case 12:return 93;case 13:return"MD_STR";case 14:this.popState();break;case 15:this.begin("md_string");break;case 16:return"STR";case 17:this.popState();break;case 18:this.pushState("string");break;case 19:return 81;case 20:return 99;case 21:return 82;case 22:return 101;case 23:return 83;case 24:return 84;case 25:return 94;case 26:this.begin("click");break;case 27:this.popState();break;case 28:return 85;case 29:return Ls.lex.firstGraph()&&this.begin("dir"),12;case 30:return Ls.lex.firstGraph()&&this.begin("dir"),12;case 31:return Ls.lex.firstGraph()&&this.begin("dir"),12;case 32:return 27;case 33:return 32;case 34:return 95;case 35:return 95;case 36:return 95;case 37:return 95;case 38:return this.popState(),13;case 39:return this.popState(),14;case 40:return this.popState(),14;case 41:return this.popState(),14;case 42:return this.popState(),14;case 43:return this.popState(),14;case 44:return this.popState(),14;case 45:return this.popState(),14;case 46:return this.popState(),14;case 47:return this.popState(),14;case 48:return this.popState(),14;case 49:return 118;case 50:return 119;case 51:return 120;case 52:return 121;case 53:return 102;case 54:return 108;case 55:return 44;case 56:return 58;case 57:return 42;case 58:return 8;case 59:return 103;case 60:return 112;case 61:return this.popState(),75;case 62:return this.pushState("edgeText"),73;case 63:return 116;case 64:return this.popState(),75;case 65:return this.pushState("thickEdgeText"),73;case 66:return 116;case 67:return this.popState(),75;case 68:return this.pushState("dottedEdgeText"),73;case 69:return 116;case 70:return 75;case 71:return this.popState(),51;case 72:return"TEXT";case 73:return this.pushState("ellipseText"),50;case 74:return this.popState(),53;case 75:return this.pushState("text"),52;case 76:return this.popState(),55;case 77:return this.pushState("text"),54;case 78:return 56;case 79:return this.pushState("text"),65;case 80:return this.popState(),62;case 81:return this.pushState("text"),61;case 82:return this.popState(),47;case 83:return this.pushState("text"),46;case 84:return this.popState(),67;case 85:return this.popState(),69;case 86:return 114;case 87:return this.pushState("trapText"),66;case 88:return this.pushState("trapText"),68;case 89:return 115;case 90:return 65;case 91:return 87;case 92:return"SEP";case 93:return 86;case 94:return 112;case 95:return 108;case 96:return 42;case 97:return 106;case 98:return 111;case 99:return 113;case 100:return this.popState(),60;case 101:return this.pushState("text"),60;case 102:return this.popState(),49;case 103:return this.pushState("text"),48;case 104:return this.popState(),31;case 105:return this.pushState("text"),29;case 106:return this.popState(),64;case 107:return this.pushState("text"),63;case 108:return"TEXT";case 109:return"QUOTE";case 110:return 9;case 111:return 10;case 112:return 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40:this.$=Et.Identification.IDENTIFYING;break}},table:[{3:1,4:[1,2]},{1:[3]},i(a,[2,2],{5:3}),{6:[1,4],7:5,8:[1,6],9:7,10:[1,8],11:9,20:f,22:g,24:w,26:v,27:b,28:E},i(a,[2,7],{1:[2,1]}),i(a,[2,3]),{9:16,11:9,20:f,22:g,24:w,26:v,27:b,28:E},i(a,[2,5]),i(a,[2,6]),i(a,[2,11],{12:17,39:20,15:[1,18],18:[1,19],41:_,42:S,43:I,44:B,45:F}),{21:[1,26]},{23:[1,27]},{25:[1,28]},i(a,[2,18]),i(R,[2,19]),i(R,[2,20]),i(a,[2,4]),{11:29,27:b,28:E},{16:30,17:[1,31],29:32,30:33,34:q},{11:35,27:b,28:E},{40:36,46:[1,37],47:[1,38]},i(X,[2,34]),i(X,[2,35]),i(X,[2,36]),i(X,[2,37]),i(X,[2,38]),i(a,[2,15]),i(a,[2,16]),i(a,[2,17]),{13:[1,39]},{17:[1,40]},i(a,[2,10]),{16:41,17:[2,21],29:32,30:33,34:q},{31:42,34:[1,43]},{34:[2,27]},{19:[1,44]},{39:45,41:_,42:S,43:I,44:B,45:F},i(rt,[2,39]),i(rt,[2,40]),{14:46,27:[1,49],28:[1,48],48:[1,47]},i(a,[2,9]),{17:[2,22]},i(at,[2,23],{32:50,33:51,35:52,37:ut,38:pt}),i([17,34,37,38],[2,28]),i(a,[2,14],{15:[1,55]}),i([27,28],[2,33]),i(a,[2,8]),i(a,[2,41]),i(a,[2,42]),i(a,[2,43]),i(at,[2,24],{33:56,36:[1,57],38:pt}),i(at,[2,25]),i(yt,[2,29]),i(at,[2,32]),i(yt,[2,31]),{16:58,17:[1,59],29:32,30:33,34:q},i(at,[2,26]),{35:60,37:ut},{17:[1,61]},i(a,[2,13]),i(yt,[2,30]),i(a,[2,12])],defaultActions:{34:[2,27],41:[2,22]},parseError:function(Z,ft){if(ft.recoverable)this.trace(Z);else{var Y=new Error(Z);throw Y.hash=ft,Y}},parse:function(Z){var ft=this,Y=[0],Et=[],V=[null],Nt=[],Dt=this.table,jt="",Ct=0,Ft=0,_t=2,xt=1,Gt=Nt.slice.call(arguments,1),Be=Object.create(this.lexer),Ot={yy:{}};for(var vn in this.yy)Object.prototype.hasOwnProperty.call(this.yy,vn)&&(Ot.yy[vn]=this.yy[vn]);Be.setInput(Z,Ot.yy),Ot.yy.lexer=Be,Ot.yy.parser=this,typeof Be.yylloc>"u"&&(Be.yylloc={});var Pe=Be.yylloc;Nt.push(Pe);var Ee=Be.options&&Be.options.ranges;typeof Ot.yy.parseError=="function"?this.parseError=Ot.yy.parseError:this.parseError=Object.getPrototypeOf(this).parseError;function nn(){var Ri;return Ri=Et.pop()||Be.lex()||xt,typeof Ri!="number"&&(Ri instanceof Array&&(Et=Ri,Ri=Et.pop()),Ri=ft.symbols_[Ri]||Ri),Ri}for(var sn,me,Fe,Qt,Ae={},Se,Dn,oe,Pr;;){if(me=Y[Y.length-1],this.defaultActions[me]?Fe=this.defaultActions[me]:((sn===null||typeof sn>"u")&&(sn=nn()),Fe=Dt[me]&&Dt[me][sn]),typeof Fe>"u"||!Fe.length||!Fe[0]){var we="";Pr=[];for(Se in 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this.yy=ft||this.yy||{},this._input=Z,this._more=this._backtrack=this.done=!1,this.yylineno=this.yyleng=0,this.yytext=this.matched=this.match="",this.conditionStack=["INITIAL"],this.yylloc={first_line:1,first_column:0,last_line:1,last_column:0},this.options.ranges&&(this.yylloc.range=[0,0]),this.offset=0,this},input:function(){var Z=this._input[0];this.yytext+=Z,this.yyleng++,this.offset++,this.match+=Z,this.matched+=Z;var ft=Z.match(/(?:\r\n?|\n).*/g);return ft?(this.yylineno++,this.yylloc.last_line++):this.yylloc.last_column++,this.options.ranges&&this.yylloc.range[1]++,this._input=this._input.slice(1),Z},unput:function(Z){var ft=Z.length,Y=Z.split(/(?:\r\n?|\n)/g);this._input=Z+this._input,this.yytext=this.yytext.substr(0,this.yytext.length-ft),this.offset-=ft;var Et=this.match.split(/(?:\r\n?|\n)/g);this.match=this.match.substr(0,this.match.length-1),this.matched=this.matched.substr(0,this.matched.length-1),Y.length-1&&(this.yylineno-=Y.length-1);var V=this.yylloc.range;return this.yylloc={first_line:this.yylloc.first_line,last_line:this.yylineno+1,first_column:this.yylloc.first_column,last_column:Y?(Y.length===Et.length?this.yylloc.first_column:0)+Et[Et.length-Y.length].length-Y[0].length:this.yylloc.first_column-ft},this.options.ranges&&(this.yylloc.range=[V[0],V[0]+this.yyleng-ft]),this.yyleng=this.yytext.length,this},more:function(){return this._more=!0,this},reject:function(){if(this.options.backtrack_lexer)this._backtrack=!0;else return this.parseError("Lexical error on line "+(this.yylineno+1)+`. You can only invoke reject() in the lexer when the lexer is of the backtracking persuasion (options.backtrack_lexer = true). +`+this.showPosition(),{text:"",token:null,line:this.yylineno});return this},less:function(Z){this.unput(this.match.slice(Z))},pastInput:function(){var Z=this.matched.substr(0,this.matched.length-this.match.length);return(Z.length>20?"...":"")+Z.substr(-20).replace(/\n/g,"")},upcomingInput:function(){var Z=this.match;return Z.length<20&&(Z+=this._input.substr(0,20-Z.length)),(Z.substr(0,20)+(Z.length>20?"...":"")).replace(/\n/g,"")},showPosition:function(){var Z=this.pastInput(),ft=new Array(Z.length+1).join("-");return Z+this.upcomingInput()+` +`+ft+"^"},test_match:function(Z,ft){var Y,Et,V;if(this.options.backtrack_lexer&&(V={yylineno:this.yylineno,yylloc:{first_line:this.yylloc.first_line,last_line:this.last_line,first_column:this.yylloc.first_column,last_column:this.yylloc.last_column},yytext:this.yytext,match:this.match,matches:this.matches,matched:this.matched,yyleng:this.yyleng,offset:this.offset,_more:this._more,_input:this._input,yy:this.yy,conditionStack:this.conditionStack.slice(0),done:this.done},this.options.ranges&&(V.yylloc.range=this.yylloc.range.slice(0))),Et=Z[0].match(/(?:\r\n?|\n).*/g),Et&&(this.yylineno+=Et.length),this.yylloc={first_line:this.yylloc.last_line,last_line:this.yylineno+1,first_column:this.yylloc.last_column,last_column:Et?Et[Et.length-1].length-Et[Et.length-1].match(/\r?\n?/)[0].length:this.yylloc.last_column+Z[0].length},this.yytext+=Z[0],this.match+=Z[0],this.matches=Z,this.yyleng=this.yytext.length,this.options.ranges&&(this.yylloc.range=[this.offset,this.offset+=this.yyleng]),this._more=!1,this._backtrack=!1,this._input=this._input.slice(Z[0].length),this.matched+=Z[0],Y=this.performAction.call(this,this.yy,this,ft,this.conditionStack[this.conditionStack.length-1]),this.done&&this._input&&(this.done=!1),Y)return Y;if(this._backtrack){for(var Nt in V)this[Nt]=V[Nt];return!1}return!1},next:function(){if(this.done)return this.EOF;this._input||(this.done=!0);var Z,ft,Y,Et;this._more||(this.yytext="",this.match="");for(var V=this._currentRules(),Nt=0;Ntft[0].length)){if(ft=Y,Et=Nt,this.options.backtrack_lexer){if(Z=this.test_match(Y,V[Nt]),Z!==!1)return Z;if(this._backtrack){ft=!1;continue}else return!1}else if(!this.options.flex)break}return ft?(Z=this.test_match(ft,V[Et]),Z!==!1?Z:!1):this._input===""?this.EOF:this.parseError("Lexical error on line "+(this.yylineno+1)+`. Unrecognized text. +`+this.showPosition(),{text:"",token:null,line:this.yylineno})},lex:function(){var ft=this.next();return ft||this.lex()},begin:function(ft){this.conditionStack.push(ft)},popState:function(){var ft=this.conditionStack.length-1;return ft>0?this.conditionStack.pop():this.conditionStack[0]},_currentRules:function(){return this.conditionStack.length&&this.conditionStack[this.conditionStack.length-1]?this.conditions[this.conditionStack[this.conditionStack.length-1]].rules:this.conditions.INITIAL.rules},topState:function(ft){return ft=this.conditionStack.length-1-Math.abs(ft||0),ft>=0?this.conditionStack[ft]:"INITIAL"},pushState:function(ft){this.begin(ft)},stateStackSize:function(){return this.conditionStack.length},options:{"case-insensitive":!0},performAction:function(ft,Y,Et,V){switch(Et){case 0:return this.begin("acc_title"),22;case 1:return this.popState(),"acc_title_value";case 2:return this.begin("acc_descr"),24;case 3:return this.popState(),"acc_descr_value";case 4:this.begin("acc_descr_multiline");break;case 5:this.popState();break;case 6:return"acc_descr_multiline_value";case 7:return 10;case 8:break;case 9:return 8;case 10:return 28;case 11:return 48;case 12:return 4;case 13:return this.begin("block"),15;case 14:return 36;case 15:break;case 16:return 37;case 17:return 34;case 18:return 34;case 19:return 38;case 20:break;case 21:return this.popState(),17;case 22:return Y.yytext[0];case 23:return 18;case 24:return 19;case 25:return 41;case 26:return 43;case 27:return 43;case 28:return 43;case 29:return 41;case 30:return 41;case 31:return 42;case 32:return 42;case 33:return 42;case 34:return 42;case 35:return 42;case 36:return 43;case 37:return 42;case 38:return 43;case 39:return 44;case 40:return 44;case 41:return 44;case 42:return 44;case 43:return 41;case 44:return 42;case 45:return 43;case 46:return 45;case 47:return 46;case 48:return 47;case 49:return 47;case 50:return 46;case 51:return 46;case 52:return 46;case 53:return 27;case 54:return Y.yytext[0];case 55:return 6}},rules:[/^(?:accTitle\s*:\s*)/i,/^(?:(?!\n||)*[^\n]*)/i,/^(?:accDescr\s*:\s*)/i,/^(?:(?!\n||)*[^\n]*)/i,/^(?:accDescr\s*\{\s*)/i,/^(?:[\}])/i,/^(?:[^\}]*)/i,/^(?:[\n]+)/i,/^(?:\s+)/i,/^(?:[\s]+)/i,/^(?:"[^"%\r\n\v\b\\]+")/i,/^(?:"[^"]*")/i,/^(?:erDiagram\b)/i,/^(?:\{)/i,/^(?:,)/i,/^(?:\s+)/i,/^(?:\b((?:PK)|(?:FK)|(?:UK))\b)/i,/^(?:(.*?)[~](.*?)*[~])/i,/^(?:[\*A-Za-z_][A-Za-z0-9\-_\[\]\(\)]*)/i,/^(?:"[^"]*")/i,/^(?:[\n]+)/i,/^(?:\})/i,/^(?:.)/i,/^(?:\[)/i,/^(?:\])/i,/^(?:one or zero\b)/i,/^(?:one or more\b)/i,/^(?:one or many\b)/i,/^(?:1\+)/i,/^(?:\|o\b)/i,/^(?:zero or one\b)/i,/^(?:zero or more\b)/i,/^(?:zero or many\b)/i,/^(?:0\+)/i,/^(?:\}o\b)/i,/^(?:many\(0\))/i,/^(?:many\(1\))/i,/^(?:many\b)/i,/^(?:\}\|)/i,/^(?:one\b)/i,/^(?:only one\b)/i,/^(?:1\b)/i,/^(?:\|\|)/i,/^(?:o\|)/i,/^(?:o\{)/i,/^(?:\|\{)/i,/^(?:\s*u\b)/i,/^(?:\.\.)/i,/^(?:--)/i,/^(?:to\b)/i,/^(?:optionally 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f;i.append("defs").append("marker").attr("id",ty.MD_PARENT_START).attr("refX",0).attr("refY",7).attr("markerWidth",190).attr("markerHeight",240).attr("orient","auto").append("path").attr("d","M 18,7 L9,13 L1,7 L9,1 Z"),i.append("defs").append("marker").attr("id",ty.MD_PARENT_END).attr("refX",19).attr("refY",7).attr("markerWidth",20).attr("markerHeight",28).attr("orient","auto").append("path").attr("d","M 18,7 L9,13 L1,7 L9,1 Z"),i.append("defs").append("marker").attr("id",ty.ONLY_ONE_START).attr("refX",0).attr("refY",9).attr("markerWidth",18).attr("markerHeight",18).attr("orient","auto").append("path").attr("stroke",a.stroke).attr("fill","none").attr("d","M9,0 L9,18 M15,0 L15,18"),i.append("defs").append("marker").attr("id",ty.ONLY_ONE_END).attr("refX",18).attr("refY",9).attr("markerWidth",18).attr("markerHeight",18).attr("orient","auto").append("path").attr("stroke",a.stroke).attr("fill","none").attr("d","M3,0 L3,18 M9,0 L9,18"),f=i.append("defs").append("marker").attr("id",ty.ZERO_OR_ONE_START).attr("refX",0).attr("refY",9).attr("markerWidth",30).attr("markerHeight",18).attr("orient","auto"),f.append("circle").attr("stroke",a.stroke).attr("fill","white").attr("cx",21).attr("cy",9).attr("r",6),f.append("path").attr("stroke",a.stroke).attr("fill","none").attr("d","M9,0 L9,18"),f=i.append("defs").append("marker").attr("id",ty.ZERO_OR_ONE_END).attr("refX",30).attr("refY",9).attr("markerWidth",30).attr("markerHeight",18).attr("orient","auto"),f.append("circle").attr("stroke",a.stroke).attr("fill","white").attr("cx",9).attr("cy",9).attr("r",6),f.append("path").attr("stroke",a.stroke).attr("fill","none").attr("d","M21,0 L21,18"),i.append("defs").append("marker").attr("id",ty.ONE_OR_MORE_START).attr("refX",18).attr("refY",18).attr("markerWidth",45).attr("markerHeight",36).attr("orient","auto").append("path").attr("stroke",a.stroke).attr("fill","none").attr("d","M0,18 Q 18,0 36,18 Q 18,36 0,18 M42,9 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task */ + + .done0, + .done1, + .done2, + .done3 { + stroke: ${i.doneTaskBorderColor}; + fill: ${i.doneTaskBkgColor}; + stroke-width: 2; + } + + .doneText0, + .doneText1, + .doneText2, + .doneText3 { + fill: ${i.taskTextDarkColor} !important; + } + + + /* Tasks on the critical line */ + + .crit0, + .crit1, + .crit2, + .crit3 { + stroke: ${i.critBorderColor}; + fill: ${i.critBkgColor}; + stroke-width: 2; + } + + .activeCrit0, + .activeCrit1, + .activeCrit2, + .activeCrit3 { + stroke: ${i.critBorderColor}; + fill: ${i.activeTaskBkgColor}; + stroke-width: 2; + } + + .doneCrit0, + .doneCrit1, + .doneCrit2, + .doneCrit3 { + stroke: ${i.critBorderColor}; + fill: ${i.doneTaskBkgColor}; + stroke-width: 2; + cursor: pointer; + shape-rendering: crispEdges; + } + + .milestone { + transform: rotate(45deg) scale(0.8,0.8); + } + + .milestoneText { + font-style: italic; + } + .doneCritText0, + .doneCritText1, + .doneCritText2, + .doneCritText3 { + fill: ${i.taskTextDarkColor} !important; + } + + .activeCritText0, + .activeCritText1, + .activeCritText2, + .activeCritText3 { + fill: ${i.taskTextDarkColor} !important; + } + + .titleText { + text-anchor: middle; + font-size: 18px; + fill: ${i.titleColor||i.textColor}; + font-family: var(--mermaid-font-family, "trebuchet ms", verdana, arial, sans-serif); + } +`}},Symbol.toStringTag,{value:"Module"}));var lbt=function(){var i=function(v,b,E,_){for(E=E||{},_=v.length;_--;E[v[_]]=b);return E},a=[6,9,10],f={trace:function(){},yy:{},symbols_:{error:2,start:3,info:4,document:5,EOF:6,line:7,statement:8,NL:9,showInfo:10,$accept:0,$end:1},terminals_:{2:"error",4:"info",6:"EOF",9:"NL",10:"showInfo"},productions_:[0,[3,3],[5,0],[5,2],[7,1],[7,1],[8,1]],performAction:function(b,E,_,S,I,B,F){switch(B.length-1,I){case 1:return S;case 4:break;case 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You can only invoke reject() in the lexer when the lexer is of the backtracking persuasion (options.backtrack_lexer = true). +`+this.showPosition(),{text:"",token:null,line:this.yylineno});return this},less:function(b){this.unput(this.match.slice(b))},pastInput:function(){var b=this.matched.substr(0,this.matched.length-this.match.length);return(b.length>20?"...":"")+b.substr(-20).replace(/\n/g,"")},upcomingInput:function(){var b=this.match;return b.length<20&&(b+=this._input.substr(0,20-b.length)),(b.substr(0,20)+(b.length>20?"...":"")).replace(/\n/g,"")},showPosition:function(){var b=this.pastInput(),E=new Array(b.length+1).join("-");return b+this.upcomingInput()+` +`+E+"^"},test_match:function(b,E){var _,S,I;if(this.options.backtrack_lexer&&(I={yylineno:this.yylineno,yylloc:{first_line:this.yylloc.first_line,last_line:this.last_line,first_column:this.yylloc.first_column,last_column:this.yylloc.last_column},yytext:this.yytext,match:this.match,matches:this.matches,matched:this.matched,yyleng:this.yyleng,offset:this.offset,_more:this._more,_input:this._input,yy:this.yy,conditionStack:this.conditionStack.slice(0),done:this.done},this.options.ranges&&(I.yylloc.range=this.yylloc.range.slice(0))),S=b[0].match(/(?:\r\n?|\n).*/g),S&&(this.yylineno+=S.length),this.yylloc={first_line:this.yylloc.last_line,last_line:this.yylineno+1,first_column:this.yylloc.last_column,last_column:S?S[S.length-1].length-S[S.length-1].match(/\r?\n?/)[0].length:this.yylloc.last_column+b[0].length},this.yytext+=b[0],this.match+=b[0],this.matches=b,this.yyleng=this.yytext.length,this.options.ranges&&(this.yylloc.range=[this.offset,this.offset+=this.yyleng]),this._more=!1,this._backtrack=!1,this._input=this._input.slice(b[0].length),this.matched+=b[0],_=this.performAction.call(this,this.yy,this,E,this.conditionStack[this.conditionStack.length-1]),this.done&&this._input&&(this.done=!1),_)return _;if(this._backtrack){for(var B in I)this[B]=I[B];return!1}return!1},next:function(){if(this.done)return this.EOF;this._input||(this.done=!0);var b,E,_,S;this._more||(this.yytext="",this.match="");for(var I=this._currentRules(),B=0;BE[0].length)){if(E=_,S=B,this.options.backtrack_lexer){if(b=this.test_match(_,I[B]),b!==!1)return b;if(this._backtrack){E=!1;continue}else return!1}else if(!this.options.flex)break}return E?(b=this.test_match(E,I[S]),b!==!1?b:!1):this._input===""?this.EOF:this.parseError("Lexical error on line "+(this.yylineno+1)+`. Unrecognized text. +`+this.showPosition(),{text:"",token:null,line:this.yylineno})},lex:function(){var E=this.next();return E||this.lex()},begin:function(E){this.conditionStack.push(E)},popState:function(){var E=this.conditionStack.length-1;return E>0?this.conditionStack.pop():this.conditionStack[0]},_currentRules:function(){return this.conditionStack.length&&this.conditionStack[this.conditionStack.length-1]?this.conditions[this.conditionStack[this.conditionStack.length-1]].rules:this.conditions.INITIAL.rules},topState:function(E){return E=this.conditionStack.length-1-Math.abs(E||0),E>=0?this.conditionStack[E]:"INITIAL"},pushState:function(E){this.begin(E)},stateStackSize:function(){return this.conditionStack.length},options:{"case-insensitive":!0},performAction:function(E,_,S,I){switch(S){case 0:return 4;case 1:return 9;case 2:return"space";case 3:return 10;case 4:return 6;case 5:return"TXT"}},rules:[/^(?:info\b)/i,/^(?:[\s\n\r]+)/i,/^(?:[\s]+)/i,/^(?:showInfo\b)/i,/^(?:$)/i,/^(?:.)/i],conditions:{INITIAL:{rules:[0,1,2,3,4,5],inclusive:!0}}};return v}();f.lexer=g;function w(){this.yy={}}return w.prototype=f,f.Parser=w,new w}();lbt.parser=lbt;const FYe=lbt,Mzt={info:!1};let hbt=Mzt.info;const BYe=Object.freeze(Object.defineProperty({__proto__:null,diagram:{parser:FYe,db:{clear:()=>{hbt=Mzt.info},setInfo:i=>{hbt=i},getInfo:()=>hbt},renderer:{draw:(i,a,f)=>{Wt.debug(`rendering info diagram +`+i);const g=wY(a);Kg(g,100,400,!0),g.append("g").append("text").attr("x",100).attr("y",40).attr("class","version").attr("font-size",32).style("text-anchor","middle").text(`v${f}`)}}}},Symbol.toStringTag,{value:"Module"}));var fbt=function(){var i=function(pt,yt,mt,gt){for(mt=mt||{},gt=pt.length;gt--;mt[pt[gt]]=yt);return mt},a=[1,3],f=[1,4],g=[1,5],w=[1,6],v=[1,10,12,14,16,18,19,20,21,22],b=[2,4],E=[1,5,10,12,14,16,18,19,20,21,22],_=[20,21,22],S=[2,7],I=[1,12],B=[1,13],F=[1,14],R=[1,15],q=[1,16],X=[1,17],rt={trace:function(){},yy:{},symbols_:{error:2,start:3,eol:4,PIE:5,document:6,showData:7,line:8,statement:9,txt:10,value:11,title:12,title_value:13,acc_title:14,acc_title_value:15,acc_descr:16,acc_descr_value:17,acc_descr_multiline_value:18,section:19,NEWLINE:20,";":21,EOF:22,$accept:0,$end:1},terminals_:{2:"error",5:"PIE",7:"showData",10:"txt",11:"value",12:"title",13:"title_value",14:"acc_title",15:"acc_title_value",16:"acc_descr",17:"acc_descr_value",18:"acc_descr_multiline_value",19:"section",20:"NEWLINE",21:";",22:"EOF"},productions_:[0,[3,2],[3,2],[3,3],[6,0],[6,2],[8,2],[9,0],[9,2],[9,2],[9,2],[9,2],[9,1],[9,1],[4,1],[4,1],[4,1]],performAction:function(yt,mt,gt,ht,bt,Z,ft){var Y=Z.length-1;switch(bt){case 3:ht.setShowData(!0);break;case 6:this.$=Z[Y-1];break;case 8:ht.addSection(Z[Y-1],ht.cleanupValue(Z[Y]));break;case 9:this.$=Z[Y].trim(),ht.setDiagramTitle(this.$);break;case 10:this.$=Z[Y].trim(),ht.setAccTitle(this.$);break;case 11:case 12:this.$=Z[Y].trim(),ht.setAccDescription(this.$);break;case 13:ht.addSection(Z[Y].substr(8)),this.$=Z[Y].substr(8);break}},table:[{3:1,4:2,5:a,20:f,21:g,22:w},{1:[3]},{3:7,4:2,5:a,20:f,21:g,22:w},i(v,b,{6:8,7:[1,9]}),i(E,[2,14]),i(E,[2,15]),i(E,[2,16]),{1:[2,1]},i(_,S,{8:10,9:11,1:[2,2],10:I,12:B,14:F,16:R,18:q,19:X}),i(v,b,{6:18}),i(v,[2,5]),{4:19,20:f,21:g,22:w},{11:[1,20]},{13:[1,21]},{15:[1,22]},{17:[1,23]},i(_,[2,12]),i(_,[2,13]),i(_,S,{8:10,9:11,1:[2,3],10:I,12:B,14:F,16:R,18:q,19:X}),i(v,[2,6]),i(_,[2,8]),i(_,[2,9]),i(_,[2,10]),i(_,[2,11])],defaultActions:{7:[2,1]},parseError:function(yt,mt){if(mt.recoverable)this.trace(yt);else{var gt=new Error(yt);throw gt.hash=mt,gt}},parse:function(yt){var mt=this,gt=[0],ht=[],bt=[null],Z=[],ft=this.table,Y="",Et=0,V=0,Nt=2,Dt=1,jt=Z.slice.call(arguments,1),Ct=Object.create(this.lexer),Ft={yy:{}};for(var _t in this.yy)Object.prototype.hasOwnProperty.call(this.yy,_t)&&(Ft.yy[_t]=this.yy[_t]);Ct.setInput(yt,Ft.yy),Ft.yy.lexer=Ct,Ft.yy.parser=this,typeof Ct.yylloc>"u"&&(Ct.yylloc={});var xt=Ct.yylloc;Z.push(xt);var Gt=Ct.options&&Ct.options.ranges;typeof Ft.yy.parseError=="function"?this.parseError=Ft.yy.parseError:this.parseError=Object.getPrototypeOf(this).parseError;function Be(){var Se;return Se=ht.pop()||Ct.lex()||Dt,typeof Se!="number"&&(Se instanceof Array&&(ht=Se,Se=ht.pop()),Se=mt.symbols_[Se]||Se),Se}for(var Ot,vn,Pe,Ee,nn={},sn,me,Fe,Qt;;){if(vn=gt[gt.length-1],this.defaultActions[vn]?Pe=this.defaultActions[vn]:((Ot===null||typeof Ot>"u")&&(Ot=Be()),Pe=ft[vn]&&ft[vn][Ot]),typeof Pe>"u"||!Pe.length||!Pe[0]){var Ae="";Qt=[];for(sn in ft[vn])this.terminals_[sn]&&sn>Nt&&Qt.push("'"+this.terminals_[sn]+"'");Ct.showPosition?Ae="Parse error on line "+(Et+1)+`: +`+Ct.showPosition()+` +Expecting `+Qt.join(", ")+", got '"+(this.terminals_[Ot]||Ot)+"'":Ae="Parse error on line "+(Et+1)+": Unexpected "+(Ot==Dt?"end of input":"'"+(this.terminals_[Ot]||Ot)+"'"),this.parseError(Ae,{text:Ct.match,token:this.terminals_[Ot]||Ot,line:Ct.yylineno,loc:xt,expected:Qt})}if(Pe[0]instanceof Array&&Pe.length>1)throw new Error("Parse Error: multiple actions possible at state: "+vn+", token: "+Ot);switch(Pe[0]){case 1:gt.push(Ot),bt.push(Ct.yytext),Z.push(Ct.yylloc),gt.push(Pe[1]),Ot=null,V=Ct.yyleng,Y=Ct.yytext,Et=Ct.yylineno,xt=Ct.yylloc;break;case 2:if(me=this.productions_[Pe[1]][1],nn.$=bt[bt.length-me],nn._$={first_line:Z[Z.length-(me||1)].first_line,last_line:Z[Z.length-1].last_line,first_column:Z[Z.length-(me||1)].first_column,last_column:Z[Z.length-1].last_column},Gt&&(nn._$.range=[Z[Z.length-(me||1)].range[0],Z[Z.length-1].range[1]]),Ee=this.performAction.apply(nn,[Y,V,Et,Ft.yy,Pe[1],bt,Z].concat(jt)),typeof Ee<"u")return Ee;me&&(gt=gt.slice(0,-1*me*2),bt=bt.slice(0,-1*me),Z=Z.slice(0,-1*me)),gt.push(this.productions_[Pe[1]][0]),bt.push(nn.$),Z.push(nn._$),Fe=ft[gt[gt.length-2]][gt[gt.length-1]],gt.push(Fe);break;case 3:return!0}}return!0}},at=function(){var pt={EOF:1,parseError:function(mt,gt){if(this.yy.parser)this.yy.parser.parseError(mt,gt);else throw new Error(mt)},setInput:function(yt,mt){return this.yy=mt||this.yy||{},this._input=yt,this._more=this._backtrack=this.done=!1,this.yylineno=this.yyleng=0,this.yytext=this.matched=this.match="",this.conditionStack=["INITIAL"],this.yylloc={first_line:1,first_column:0,last_line:1,last_column:0},this.options.ranges&&(this.yylloc.range=[0,0]),this.offset=0,this},input:function(){var yt=this._input[0];this.yytext+=yt,this.yyleng++,this.offset++,this.match+=yt,this.matched+=yt;var mt=yt.match(/(?:\r\n?|\n).*/g);return mt?(this.yylineno++,this.yylloc.last_line++):this.yylloc.last_column++,this.options.ranges&&this.yylloc.range[1]++,this._input=this._input.slice(1),yt},unput:function(yt){var mt=yt.length,gt=yt.split(/(?:\r\n?|\n)/g);this._input=yt+this._input,this.yytext=this.yytext.substr(0,this.yytext.length-mt),this.offset-=mt;var ht=this.match.split(/(?:\r\n?|\n)/g);this.match=this.match.substr(0,this.match.length-1),this.matched=this.matched.substr(0,this.matched.length-1),gt.length-1&&(this.yylineno-=gt.length-1);var bt=this.yylloc.range;return this.yylloc={first_line:this.yylloc.first_line,last_line:this.yylineno+1,first_column:this.yylloc.first_column,last_column:gt?(gt.length===ht.length?this.yylloc.first_column:0)+ht[ht.length-gt.length].length-gt[0].length:this.yylloc.first_column-mt},this.options.ranges&&(this.yylloc.range=[bt[0],bt[0]+this.yyleng-mt]),this.yyleng=this.yytext.length,this},more:function(){return this._more=!0,this},reject:function(){if(this.options.backtrack_lexer)this._backtrack=!0;else return this.parseError("Lexical error on line "+(this.yylineno+1)+`. You can only invoke reject() in the lexer when the lexer is of the backtracking persuasion (options.backtrack_lexer = true). +`+this.showPosition(),{text:"",token:null,line:this.yylineno});return this},less:function(yt){this.unput(this.match.slice(yt))},pastInput:function(){var yt=this.matched.substr(0,this.matched.length-this.match.length);return(yt.length>20?"...":"")+yt.substr(-20).replace(/\n/g,"")},upcomingInput:function(){var yt=this.match;return yt.length<20&&(yt+=this._input.substr(0,20-yt.length)),(yt.substr(0,20)+(yt.length>20?"...":"")).replace(/\n/g,"")},showPosition:function(){var yt=this.pastInput(),mt=new Array(yt.length+1).join("-");return yt+this.upcomingInput()+` +`+mt+"^"},test_match:function(yt,mt){var gt,ht,bt;if(this.options.backtrack_lexer&&(bt={yylineno:this.yylineno,yylloc:{first_line:this.yylloc.first_line,last_line:this.last_line,first_column:this.yylloc.first_column,last_column:this.yylloc.last_column},yytext:this.yytext,match:this.match,matches:this.matches,matched:this.matched,yyleng:this.yyleng,offset:this.offset,_more:this._more,_input:this._input,yy:this.yy,conditionStack:this.conditionStack.slice(0),done:this.done},this.options.ranges&&(bt.yylloc.range=this.yylloc.range.slice(0))),ht=yt[0].match(/(?:\r\n?|\n).*/g),ht&&(this.yylineno+=ht.length),this.yylloc={first_line:this.yylloc.last_line,last_line:this.yylineno+1,first_column:this.yylloc.last_column,last_column:ht?ht[ht.length-1].length-ht[ht.length-1].match(/\r?\n?/)[0].length:this.yylloc.last_column+yt[0].length},this.yytext+=yt[0],this.match+=yt[0],this.matches=yt,this.yyleng=this.yytext.length,this.options.ranges&&(this.yylloc.range=[this.offset,this.offset+=this.yyleng]),this._more=!1,this._backtrack=!1,this._input=this._input.slice(yt[0].length),this.matched+=yt[0],gt=this.performAction.call(this,this.yy,this,mt,this.conditionStack[this.conditionStack.length-1]),this.done&&this._input&&(this.done=!1),gt)return gt;if(this._backtrack){for(var Z in bt)this[Z]=bt[Z];return!1}return!1},next:function(){if(this.done)return this.EOF;this._input||(this.done=!0);var yt,mt,gt,ht;this._more||(this.yytext="",this.match="");for(var bt=this._currentRules(),Z=0;Zmt[0].length)){if(mt=gt,ht=Z,this.options.backtrack_lexer){if(yt=this.test_match(gt,bt[Z]),yt!==!1)return yt;if(this._backtrack){mt=!1;continue}else return!1}else if(!this.options.flex)break}return mt?(yt=this.test_match(mt,bt[ht]),yt!==!1?yt:!1):this._input===""?this.EOF:this.parseError("Lexical error on line "+(this.yylineno+1)+`. Unrecognized text. +`+this.showPosition(),{text:"",token:null,line:this.yylineno})},lex:function(){var mt=this.next();return mt||this.lex()},begin:function(mt){this.conditionStack.push(mt)},popState:function(){var mt=this.conditionStack.length-1;return mt>0?this.conditionStack.pop():this.conditionStack[0]},_currentRules:function(){return this.conditionStack.length&&this.conditionStack[this.conditionStack.length-1]?this.conditions[this.conditionStack[this.conditionStack.length-1]].rules:this.conditions.INITIAL.rules},topState:function(mt){return mt=this.conditionStack.length-1-Math.abs(mt||0),mt>=0?this.conditionStack[mt]:"INITIAL"},pushState:function(mt){this.begin(mt)},stateStackSize:function(){return this.conditionStack.length},options:{"case-insensitive":!0},performAction:function(mt,gt,ht,bt){switch(ht){case 0:break;case 1:break;case 2:return 20;case 3:break;case 4:break;case 5:return this.begin("title"),12;case 6:return this.popState(),"title_value";case 7:return this.begin("acc_title"),14;case 8:return this.popState(),"acc_title_value";case 9:return this.begin("acc_descr"),16;case 10:return this.popState(),"acc_descr_value";case 11:this.begin("acc_descr_multiline");break;case 12:this.popState();break;case 13:return"acc_descr_multiline_value";case 14:this.begin("string");break;case 15:this.popState();break;case 16:return"txt";case 17:return 5;case 18:return 7;case 19:return"value";case 20:return 22}},rules:[/^(?:%%(?!\{)[^\n]*)/i,/^(?:[^\}]%%[^\n]*)/i,/^(?:[\n\r]+)/i,/^(?:%%[^\n]*)/i,/^(?:[\s]+)/i,/^(?:title\b)/i,/^(?:(?!\n||)*[^\n]*)/i,/^(?:accTitle\s*:\s*)/i,/^(?:(?!\n||)*[^\n]*)/i,/^(?:accDescr\s*:\s*)/i,/^(?:(?!\n||)*[^\n]*)/i,/^(?:accDescr\s*\{\s*)/i,/^(?:[\}])/i,/^(?:[^\}]*)/i,/^(?:["])/i,/^(?:["])/i,/^(?:[^"]*)/i,/^(?:pie\b)/i,/^(?:showData\b)/i,/^(?::[\s]*[\d]+(?:\.[\d]+)?)/i,/^(?:$)/i],conditions:{acc_descr_multiline:{rules:[12,13],inclusive:!1},acc_descr:{rules:[10],inclusive:!1},acc_title:{rules:[8],inclusive:!1},title:{rules:[6],inclusive:!1},string:{rules:[15,16],inclusive:!1},INITIAL:{rules:[0,1,2,3,4,5,7,9,11,14,17,18,19,20],inclusive:!0}}};return pt}();rt.lexer=at;function ut(){this.yy={}}return ut.prototype=rt,rt.Parser=ut,new ut}();fbt.parser=fbt;const RYe=fbt,Dzt=yf.pie,cX={sections:{},showData:!1,config:Dzt};let uX=cX.sections,dbt=cX.showData;const jYe=structuredClone(Dzt),$Ye={getConfig:()=>structuredClone(jYe),clear:()=>{uX=structuredClone(cX.sections),dbt=cX.showData,Wg()},setDiagramTitle:y2,getDiagramTitle:Jg,setAccTitle:ng,getAccTitle:Yg,setAccDescription:Xg,getAccDescription:Qg,addSection:(i,a)=>{i=Ed(i,Re()),uX[i]===void 0&&(uX[i]=a,Wt.debug(`added new section: ${i}, with value: ${a}`))},getSections:()=>uX,cleanupValue:i=>(i.substring(0,1)===":"&&(i=i.substring(1).trim()),Number(i.trim())),setShowData:i=>{dbt=i},getShowData:()=>dbt},zYe=i=>` + .pieCircle{ + stroke: ${i.pieStrokeColor}; + stroke-width : ${i.pieStrokeWidth}; + opacity : ${i.pieOpacity}; + } + .pieOuterCircle{ + stroke: ${i.pieOuterStrokeColor}; + stroke-width: ${i.pieOuterStrokeWidth}; + fill: none; + } + .pieTitleText { + text-anchor: middle; + font-size: ${i.pieTitleTextSize}; + fill: ${i.pieTitleTextColor}; + font-family: ${i.fontFamily}; + } + .slice { + font-family: ${i.fontFamily}; + fill: ${i.pieSectionTextColor}; + font-size:${i.pieSectionTextSize}; + // fill: white; + } + .legend text { + fill: ${i.pieLegendTextColor}; + font-family: ${i.fontFamily}; + font-size: ${i.pieLegendTextSize}; + } +`,qYe=i=>{const a=Object.entries(i).map(g=>({label:g[0],value:g[1]})).sort((g,w)=>w.value-g.value);return WLe().value(g=>g.value)(a)},HYe=Object.freeze(Object.defineProperty({__proto__:null,diagram:{parser:RYe,db:$Ye,renderer:{draw:(i,a,f,g)=>{Wt.debug(`rendering pie chart +`+i);const w=g.db,v=Re(),b=TF(w.getConfig(),v.pie),E=40,_=18,S=4,I=450,B=I,F=wY(a),R=F.append("g"),q=w.getSections();R.attr("transform","translate("+B/2+","+I/2+")");const{themeVariables:X}=v;let[rt]=QL(X.pieOuterStrokeWidth);rt??(rt=2);const at=b.textPosition,ut=Math.min(B,I)/2-E,pt=jL().innerRadius(0).outerRadius(ut),yt=jL().innerRadius(ut*at).outerRadius(ut*at);R.append("circle").attr("cx",0).attr("cy",0).attr("r",ut+rt/2).attr("class","pieOuterCircle");const mt=qYe(q),gt=[X.pie1,X.pie2,X.pie3,X.pie4,X.pie5,X.pie6,X.pie7,X.pie8,X.pie9,X.pie10,X.pie11,X.pie12],ht=TW(gt);R.selectAll("mySlices").data(mt).enter().append("path").attr("d",pt).attr("fill",Et=>ht(Et.data.label)).attr("class","pieCircle");let bt=0;Object.keys(q).forEach(Et=>{bt+=q[Et]}),R.selectAll("mySlices").data(mt).enter().append("text").text(Et=>(Et.data.value/bt*100).toFixed(0)+"%").attr("transform",Et=>"translate("+yt.centroid(Et)+")").style("text-anchor","middle").attr("class","slice"),R.append("text").text(w.getDiagramTitle()).attr("x",0).attr("y",-(I-50)/2).attr("class","pieTitleText");const Z=R.selectAll(".legend").data(ht.domain()).enter().append("g").attr("class","legend").attr("transform",(Et,V)=>{const 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Fe=this.yylloc.range;return this.yylloc={first_line:this.yylloc.first_line,last_line:this.yylineno+1,first_column:this.yylloc.first_column,last_column:sn?(sn.length===me.length?this.yylloc.first_column:0)+me[me.length-sn.length].length-sn[0].length:this.yylloc.first_column-nn},this.options.ranges&&(this.yylloc.range=[Fe[0],Fe[0]+this.yyleng-nn]),this.yyleng=this.yytext.length,this},more:function(){return this._more=!0,this},reject:function(){if(this.options.backtrack_lexer)this._backtrack=!0;else return this.parseError("Lexical error on line "+(this.yylineno+1)+`. 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Unrecognized text. +`+this.showPosition(),{text:"",token:null,line:this.yylineno})},lex:function(){var nn=this.next();return nn||this.lex()},begin:function(nn){this.conditionStack.push(nn)},popState:function(){var nn=this.conditionStack.length-1;return nn>0?this.conditionStack.pop():this.conditionStack[0]},_currentRules:function(){return this.conditionStack.length&&this.conditionStack[this.conditionStack.length-1]?this.conditions[this.conditionStack[this.conditionStack.length-1]].rules:this.conditions.INITIAL.rules},topState:function(nn){return nn=this.conditionStack.length-1-Math.abs(nn||0),nn>=0?this.conditionStack[nn]:"INITIAL"},pushState:function(nn){this.begin(nn)},stateStackSize:function(){return this.conditionStack.length},options:{"case-insensitive":!0},performAction:function(nn,sn,me,Fe){switch(me){case 0:break;case 1:break;case 2:return 32;case 3:break;case 4:return this.begin("title"),13;case 5:return this.popState(),"title_value";case 6:return this.begin("acc_title"),15;case 7:return this.popState(),"acc_title_value";case 8:return this.begin("acc_descr"),17;case 9:return this.popState(),"acc_descr_value";case 10:this.begin("acc_descr_multiline");break;case 11:this.popState();break;case 12:return"acc_descr_multiline_value";case 13:return 25;case 14:return 27;case 15:return 26;case 16:return 28;case 17:return 29;case 18:return 30;case 19:return 31;case 20:this.begin("md_string");break;case 21:return"MD_STR";case 22:this.popState();break;case 23:this.begin("string");break;case 24:this.popState();break;case 25:return"STR";case 26:return this.begin("point_start"),22;case 27:return this.begin("point_x"),23;case 28:this.popState();break;case 29:this.popState(),this.begin("point_y");break;case 30:return this.popState(),24;case 31:return 6;case 32:return 43;case 33:return"COLON";case 34:return 45;case 35:return 44;case 36:return 46;case 37:return 46;case 38:return 47;case 39:return 49;case 40:return 50;case 41:return 48;case 42:return 41;case 43:return 51;case 44:return 42;case 45:return 5;case 46:return 33;case 47:return 40;case 48:return 34}},rules:[/^(?:%%(?!\{)[^\n]*)/i,/^(?:[^\}]%%[^\n]*)/i,/^(?:[\n\r]+)/i,/^(?:%%[^\n]*)/i,/^(?:title\b)/i,/^(?:(?!\n||)*[^\n]*)/i,/^(?:accTitle\s*:\s*)/i,/^(?:(?!\n||)*[^\n]*)/i,/^(?:accDescr\s*:\s*)/i,/^(?:(?!\n||)*[^\n]*)/i,/^(?:accDescr\s*\{\s*)/i,/^(?:[\}])/i,/^(?:[^\}]*)/i,/^(?: *x-axis *)/i,/^(?: *y-axis *)/i,/^(?: *--+> *)/i,/^(?: *quadrant-1 *)/i,/^(?: *quadrant-2 *)/i,/^(?: *quadrant-3 *)/i,/^(?: *quadrant-4 *)/i,/^(?:["][`])/i,/^(?:[^`"]+)/i,/^(?:[`]["])/i,/^(?:["])/i,/^(?:["])/i,/^(?:[^"]*)/i,/^(?:\s*:\s*\[\s*)/i,/^(?:(1)|(0(.\d+)?))/i,/^(?:\s*\] *)/i,/^(?:\s*,\s*)/i,/^(?:(1)|(0(.\d+)?))/i,/^(?: *quadrantChart *)/i,/^(?:[A-Za-z]+)/i,/^(?::)/i,/^(?:\+)/i,/^(?:,)/i,/^(?:=)/i,/^(?:=)/i,/^(?:\*)/i,/^(?:#)/i,/^(?:[\_])/i,/^(?:\.)/i,/^(?:&)/i,/^(?:-)/i,/^(?:[0-9]+)/i,/^(?:\s)/i,/^(?:;)/i,/^(?:[!"#$%&'*+,-.`?\\_/])/i,/^(?:$)/i],conditions:{point_y:{rules:[30],inclusive:!1},point_x:{rules:[29],inclusive:!1},point_start:{rules:[27,28],inclusive:!1},acc_descr_multiline:{rules:[11,12],inclusive:!1},acc_descr:{rules:[9],inclusive:!1},acc_title:{rules:[7],inclusive:!1},title:{rules:[5],inclusive:!1},md_string:{rules:[21,22],inclusive:!1},string:{rules:[24,25],inclusive:!1},INITIAL:{rules:[0,1,2,3,4,6,8,10,13,14,15,16,17,18,19,20,23,26,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48],inclusive:!0}}};return Pe}();Be.lexer=Ot;function vn(){this.yy={}}return vn.prototype=Be,Be.Parser=vn,new vn}();gbt.parser=gbt;const VYe=gbt,np=sgt();class UYe{constructor(){this.config=this.getDefaultConfig(),this.themeConfig=this.getDefaultThemeConfig(),this.data=this.getDefaultData()}getDefaultData(){return{titleText:"",quadrant1Text:"",quadrant2Text:"",quadrant3Text:"",quadrant4Text:"",xAxisLeftText:"",xAxisRightText:"",yAxisBottomText:"",yAxisTopText:"",points:[]}}getDefaultConfig(){var a,f,g,w,v,b,E,_,S,I,B,F,R,q,X,rt,at,ut;return{showXAxis:!0,showYAxis:!0,showTitle:!0,chartHeight:((a=yf.quadrantChart)==null?void 0:a.chartWidth)||500,chartWidth:((f=yf.quadrantChart)==null?void 0:f.chartHeight)||500,titlePadding:((g=yf.quadrantChart)==null?void 0:g.titlePadding)||10,titleFontSize:((w=yf.quadrantChart)==null?void 0:w.titleFontSize)||20,quadrantPadding:((v=yf.quadrantChart)==null?void 0:v.quadrantPadding)||5,xAxisLabelPadding:((b=yf.quadrantChart)==null?void 0:b.xAxisLabelPadding)||5,yAxisLabelPadding:((E=yf.quadrantChart)==null?void 0:E.yAxisLabelPadding)||5,xAxisLabelFontSize:((_=yf.quadrantChart)==null?void 0:_.xAxisLabelFontSize)||16,yAxisLabelFontSize:((S=yf.quadrantChart)==null?void 0:S.yAxisLabelFontSize)||16,quadrantLabelFontSize:((I=yf.quadrantChart)==null?void 0:I.quadrantLabelFontSize)||16,quadrantTextTopPadding:((B=yf.quadrantChart)==null?void 0:B.quadrantTextTopPadding)||5,pointTextPadding:((F=yf.quadrantChart)==null?void 0:F.pointTextPadding)||5,pointLabelFontSize:((R=yf.quadrantChart)==null?void 0:R.pointLabelFontSize)||12,pointRadius:((q=yf.quadrantChart)==null?void 0:q.pointRadius)||5,xAxisPosition:((X=yf.quadrantChart)==null?void 0:X.xAxisPosition)||"top",yAxisPosition:((rt=yf.quadrantChart)==null?void 0:rt.yAxisPosition)||"left",quadrantInternalBorderStrokeWidth:((at=yf.quadrantChart)==null?void 0:at.quadrantInternalBorderStrokeWidth)||1,quadrantExternalBorderStrokeWidth:((ut=yf.quadrantChart)==null?void 0:ut.quadrantExternalBorderStrokeWidth)||2}}getDefaultThemeConfig(){return{quadrant1Fill:np.quadrant1Fill,quadrant2Fill:np.quadrant2Fill,quadrant3Fill:np.quadrant3Fill,quadrant4Fill:np.quadrant4Fill,quadrant1TextFill:np.quadrant1TextFill,quadrant2TextFill:np.quadrant2TextFill,quadrant3TextFill:np.quadrant3TextFill,quadrant4TextFill:np.quadrant4TextFill,quadrantPointFill:np.quadrantPointFill,quadrantPointTextFill:np.quadrantPointTextFill,quadrantXAxisTextFill:np.quadrantXAxisTextFill,quadrantYAxisTextFill:np.quadrantYAxisTextFill,quadrantTitleFill:np.quadrantTitleFill,quadrantInternalBorderStrokeFill:np.quadrantInternalBorderStrokeFill,quadrantExternalBorderStrokeFill:np.quadrantExternalBorderStrokeFill}}clear(){this.config=this.getDefaultConfig(),this.themeConfig=this.getDefaultThemeConfig(),this.data=this.getDefaultData(),Wt.info("clear called")}setData(a){this.data={...this.data,...a}}addPoints(a){this.data.points=[...a,...this.data.points]}setConfig(a){Wt.trace("setConfig called with: ",a),this.config={...this.config,...a}}setThemeConfig(a){Wt.trace("setThemeConfig called with: ",a),this.themeConfig={...this.themeConfig,...a}}calculateSpace(a,f,g,w){const v=this.config.xAxisLabelPadding*2+this.config.xAxisLabelFontSize,b={top:a==="top"&&f?v:0,bottom:a==="bottom"&&f?v:0},E=this.config.yAxisLabelPadding*2+this.config.yAxisLabelFontSize,_={left:this.config.yAxisPosition==="left"&&g?E:0,right:this.config.yAxisPosition==="right"&&g?E:0},S=this.config.titleFontSize+this.config.titlePadding*2,I={top:w?S:0},B=this.config.quadrantPadding+_.left,F=this.config.quadrantPadding+b.top+I.top,R=this.config.chartWidth-this.config.quadrantPadding*2-_.left-_.right,q=this.config.chartHeight-this.config.quadrantPadding*2-b.top-b.bottom-I.top,X=R/2,rt=q/2;return{xAxisSpace:b,yAxisSpace:_,titleSpace:I,quadrantSpace:{quadrantLeft:B,quadrantTop:F,quadrantWidth:R,quadrantHalfWidth:X,quadrantHeight:q,quadrantHalfHeight:rt}}}getAxisLabels(a,f,g,w){const{quadrantSpace:v,titleSpace:b}=w,{quadrantHalfHeight:E,quadrantHeight:_,quadrantLeft:S,quadrantHalfWidth:I,quadrantTop:B,quadrantWidth:F}=v,R=!!this.data.xAxisRightText,q=!!this.data.yAxisTopText,X=[];return this.data.xAxisLeftText&&f&&X.push({text:this.data.xAxisLeftText,fill:this.themeConfig.quadrantXAxisTextFill,x:S+(R?I/2:0),y:a==="top"?this.config.xAxisLabelPadding+b.top:this.config.xAxisLabelPadding+B+_+this.config.quadrantPadding,fontSize:this.config.xAxisLabelFontSize,verticalPos:R?"center":"left",horizontalPos:"top",rotation:0}),this.data.xAxisRightText&&f&&X.push({text:this.data.xAxisRightText,fill:this.themeConfig.quadrantXAxisTextFill,x:S+I+(R?I/2:0),y:a==="top"?this.config.xAxisLabelPadding+b.top:this.config.xAxisLabelPadding+B+_+this.config.quadrantPadding,fontSize:this.config.xAxisLabelFontSize,verticalPos:R?"center":"left",horizontalPos:"top",rotation:0}),this.data.yAxisBottomText&&g&&X.push({text:this.data.yAxisBottomText,fill:this.themeConfig.quadrantYAxisTextFill,x:this.config.yAxisPosition==="left"?this.config.yAxisLabelPadding:this.config.yAxisLabelPadding+S+F+this.config.quadrantPadding,y:B+_-(q?E/2:0),fontSize:this.config.yAxisLabelFontSize,verticalPos:q?"center":"left",horizontalPos:"top",rotation:-90}),this.data.yAxisTopText&&g&&X.push({text:this.data.yAxisTopText,fill:this.themeConfig.quadrantYAxisTextFill,x:this.config.yAxisPosition==="left"?this.config.yAxisLabelPadding:this.config.yAxisLabelPadding+S+F+this.config.quadrantPadding,y:B+E-(q?E/2:0),fontSize:this.config.yAxisLabelFontSize,verticalPos:q?"center":"left",horizontalPos:"top",rotation:-90}),X}getQuadrants(a){const{quadrantSpace:f}=a,{quadrantHalfHeight:g,quadrantLeft:w,quadrantHalfWidth:v,quadrantTop:b}=f,E=[{text:{text:this.data.quadrant1Text,fill:this.themeConfig.quadrant1TextFill,x:0,y:0,fontSize:this.config.quadrantLabelFontSize,verticalPos:"center",horizontalPos:"middle",rotation:0},x:w+v,y:b,width:v,height:g,fill:this.themeConfig.quadrant1Fill},{text:{text:this.data.quadrant2Text,fill:this.themeConfig.quadrant2TextFill,x:0,y:0,fontSize:this.config.quadrantLabelFontSize,verticalPos:"center",horizontalPos:"middle",rotation:0},x:w,y:b,width:v,height:g,fill:this.themeConfig.quadrant2Fill},{text:{text:this.data.quadrant3Text,fill:this.themeConfig.quadrant3TextFill,x:0,y:0,fontSize:this.config.quadrantLabelFontSize,verticalPos:"center",horizontalPos:"middle",rotation:0},x:w,y:b+g,width:v,height:g,fill:this.themeConfig.quadrant3Fill},{text:{text:this.data.quadrant4Text,fill:this.themeConfig.quadrant4TextFill,x:0,y:0,fontSize:this.config.quadrantLabelFontSize,verticalPos:"center",horizontalPos:"middle",rotation:0},x:w+v,y:b+g,width:v,height:g,fill:this.themeConfig.quadrant4Fill}];for(const _ of E)_.text.x=_.x+_.width/2,this.data.points.length===0?(_.text.y=_.y+_.height/2,_.text.horizontalPos="middle"):(_.text.y=_.y+this.config.quadrantTextTopPadding,_.text.horizontalPos="top");return E}getQuadrantPoints(a){const{quadrantSpace:f}=a,{quadrantHeight:g,quadrantLeft:w,quadrantTop:v,quadrantWidth:b}=f,E=PL().domain([0,1]).range([w,b+w]),_=PL().domain([0,1]).range([g+v,v]);return this.data.points.map(I=>({x:E(I.x),y:_(I.y),fill:this.themeConfig.quadrantPointFill,radius:this.config.pointRadius,text:{text:I.text,fill:this.themeConfig.quadrantPointTextFill,x:E(I.x),y:_(I.y)+this.config.pointTextPadding,verticalPos:"center",horizontalPos:"top",fontSize:this.config.pointLabelFontSize,rotation:0}}))}getBorders(a){const f=this.config.quadrantExternalBorderStrokeWidth/2,{quadrantSpace:g}=a,{quadrantHalfHeight:w,quadrantHeight:v,quadrantLeft:b,quadrantHalfWidth:E,quadrantTop:_,quadrantWidth:S}=g;return[{strokeFill:this.themeConfig.quadrantExternalBorderStrokeFill,strokeWidth:this.config.quadrantExternalBorderStrokeWidth,x1:b-f,y1:_,x2:b+S+f,y2:_},{strokeFill:this.themeConfig.quadrantExternalBorderStrokeFill,strokeWidth:this.config.quadrantExternalBorderStrokeWidth,x1:b+S,y1:_+f,x2:b+S,y2:_+v-f},{strokeFill:this.themeConfig.quadrantExternalBorderStrokeFill,strokeWidth:this.config.quadrantExternalBorderStrokeWidth,x1:b-f,y1:_+v,x2:b+S+f,y2:_+v},{strokeFill:this.themeConfig.quadrantExternalBorderStrokeFill,strokeWidth:this.config.quadrantExternalBorderStrokeWidth,x1:b,y1:_+f,x2:b,y2:_+v-f},{strokeFill:this.themeConfig.quadrantInternalBorderStrokeFill,strokeWidth:this.config.quadrantInternalBorderStrokeWidth,x1:b+E,y1:_+f,x2:b+E,y2:_+v-f},{strokeFill:this.themeConfig.quadrantInternalBorderStrokeFill,strokeWidth:this.config.quadrantInternalBorderStrokeWidth,x1:b+f,y1:_+w,x2:b+S-f,y2:_+w}]}getTitle(a){if(a)return{text:this.data.titleText,fill:this.themeConfig.quadrantTitleFill,fontSize:this.config.titleFontSize,horizontalPos:"top",verticalPos:"center",rotation:0,y:this.config.titlePadding,x:this.config.chartWidth/2}}build(){const a=this.config.showXAxis&&!!(this.data.xAxisLeftText||this.data.xAxisRightText),f=this.config.showYAxis&&!!(this.data.yAxisTopText||this.data.yAxisBottomText),g=this.config.showTitle&&!!this.data.titleText,w=this.data.points.length>0?"bottom":this.config.xAxisPosition,v=this.calculateSpace(w,a,f,g);return{points:this.getQuadrantPoints(v),quadrants:this.getQuadrants(v),axisLabels:this.getAxisLabels(w,a,f,v),borderLines:this.getBorders(v),title:this.getTitle(g)}}}const GYe=Re();function jx(i){return Ed(i.trim(),GYe)}const ig=new UYe;function KYe(i){ig.setData({quadrant1Text:jx(i.text)})}function WYe(i){ig.setData({quadrant2Text:jx(i.text)})}function YYe(i){ig.setData({quadrant3Text:jx(i.text)})}function XYe(i){ig.setData({quadrant4Text:jx(i.text)})}function QYe(i){ig.setData({xAxisLeftText:jx(i.text)})}function JYe(i){ig.setData({xAxisRightText:jx(i.text)})}function ZYe(i){ig.setData({yAxisTopText:jx(i.text)})}function tXe(i){ig.setData({yAxisBottomText:jx(i.text)})}function eXe(i,a,f){ig.addPoints([{x:a,y:f,text:jx(i.text)}])}function nXe(i){ig.setConfig({chartWidth:i})}function rXe(i){ig.setConfig({chartHeight:i})}function iXe(){const i=Re(),{themeVariables:a,quadrantChart:f}=i;return f&&ig.setConfig(f),ig.setThemeConfig({quadrant1Fill:a.quadrant1Fill,quadrant2Fill:a.quadrant2Fill,quadrant3Fill:a.quadrant3Fill,quadrant4Fill:a.quadrant4Fill,quadrant1TextFill:a.quadrant1TextFill,quadrant2TextFill:a.quadrant2TextFill,quadrant3TextFill:a.quadrant3TextFill,quadrant4TextFill:a.quadrant4TextFill,quadrantPointFill:a.quadrantPointFill,quadrantPointTextFill:a.quadrantPointTextFill,quadrantXAxisTextFill:a.quadrantXAxisTextFill,quadrantYAxisTextFill:a.quadrantYAxisTextFill,quadrantExternalBorderStrokeFill:a.quadrantExternalBorderStrokeFill,quadrantInternalBorderStrokeFill:a.quadrantInternalBorderStrokeFill,quadrantTitleFill:a.quadrantTitleFill}),ig.setData({titleText:Jg()}),ig.build()}const sXe=Object.freeze(Object.defineProperty({__proto__:null,diagram:{parser:VYe,db:{setWidth:nXe,setHeight:rXe,setQuadrant1Text:KYe,setQuadrant2Text:WYe,setQuadrant3Text:YYe,setQuadrant4Text:XYe,setXAxisLeftText:QYe,setXAxisRightText:JYe,setYAxisTopText:ZYe,setYAxisBottomText:tXe,addPoint:eXe,getQuadrantData:iXe,clear:function(){ig.clear(),Wg()},setAccTitle:ng,getAccTitle:Yg,setDiagramTitle:y2,getDiagramTitle:Jg,getAccDescription:Qg,setAccDescription:Xg},renderer:{draw:(i,a,f,g)=>{var bt,Z,ft;function w(Y){return Y==="top"?"hanging":"middle"}function v(Y){return Y==="left"?"start":"middle"}function b(Y){return`translate(${Y.x}, ${Y.y}) rotate(${Y.rotation||0})`}const E=Re();Wt.debug(`Rendering quadrant chart +`+i);const _=E.securityLevel;let S;_==="sandbox"&&(S=xr("#i"+a));const B=xr(_==="sandbox"?S.nodes()[0].contentDocument.body:"body").select(`[id="${a}"]`),F=B.append("g").attr("class","main"),R=((bt=E.quadrantChart)==null?void 0:bt.chartWidth)||500,q=((Z=E.quadrantChart)==null?void 0:Z.chartHeight)||500;Kg(B,q,R,((ft=E.quadrantChart)==null?void 0:ft.useMaxWidth)||!0),B.attr("viewBox","0 0 "+R+" "+q),g.db.setHeight(q),g.db.setWidth(R);const X=g.db.getQuadrantData(),rt=F.append("g").attr("class","quadrants"),at=F.append("g").attr("class","border"),ut=F.append("g").attr("class","data-points"),pt=F.append("g").attr("class","labels"),yt=F.append("g").attr("class","title");X.title&&yt.append("text").attr("x",0).attr("y",0).attr("fill",X.title.fill).attr("font-size",X.title.fontSize).attr("dominant-baseline",w(X.title.horizontalPos)).attr("text-anchor",v(X.title.verticalPos)).attr("transform",b(X.title)).text(X.title.text),X.borderLines&&at.selectAll("line").data(X.borderLines).enter().append("line").attr("x1",Y=>Y.x1).attr("y1",Y=>Y.y1).attr("x2",Y=>Y.x2).attr("y2",Y=>Y.y2).style("stroke",Y=>Y.strokeFill).style("stroke-width",Y=>Y.strokeWidth);const mt=rt.selectAll("g.quadrant").data(X.quadrants).enter().append("g").attr("class","quadrant");mt.append("rect").attr("x",Y=>Y.x).attr("y",Y=>Y.y).attr("width",Y=>Y.width).attr("height",Y=>Y.height).attr("fill",Y=>Y.fill),mt.append("text").attr("x",0).attr("y",0).attr("fill",Y=>Y.text.fill).attr("font-size",Y=>Y.text.fontSize).attr("dominant-baseline",Y=>w(Y.text.horizontalPos)).attr("text-anchor",Y=>v(Y.text.verticalPos)).attr("transform",Y=>b(Y.text)).text(Y=>Y.text.text),pt.selectAll("g.label").data(X.axisLabels).enter().append("g").attr("class","label").append("text").attr("x",0).attr("y",0).text(Y=>Y.text).attr("fill",Y=>Y.fill).attr("font-size",Y=>Y.fontSize).attr("dominant-baseline",Y=>w(Y.horizontalPos)).attr("text-anchor",Y=>v(Y.verticalPos)).attr("transform",Y=>b(Y));const ht=ut.selectAll("g.data-point").data(X.points).enter().append("g").attr("class","data-point");ht.append("circle").attr("cx",Y=>Y.x).attr("cy",Y=>Y.y).attr("r",Y=>Y.radius).attr("fill",Y=>Y.fill),ht.append("text").attr("x",0).attr("y",0).text(Y=>Y.text.text).attr("fill",Y=>Y.text.fill).attr("font-size",Y=>Y.text.fontSize).attr("dominant-baseline",Y=>w(Y.text.horizontalPos)).attr("text-anchor",Y=>v(Y.text.verticalPos)).attr("transform",Y=>b(Y.text))}},styles:()=>""}},Symbol.toStringTag,{value:"Module"}));var pbt=function(){var i=function(Dt,jt,Ct,Ft){for(Ct=Ct||{},Ft=Dt.length;Ft--;Ct[Dt[Ft]]=jt);return Ct},a=[1,10,12,14,16,18,19,21,23],f=[2,6],g=[1,3],w=[1,5],v=[1,6],b=[1,7],E=[1,5,10,12,14,16,18,19,21,23,34,35,36],_=[1,25],S=[1,26],I=[1,28],B=[1,29],F=[1,30],R=[1,31],q=[1,32],X=[1,33],rt=[1,34],at=[1,35],ut=[1,36],pt=[1,37],yt=[1,43],mt=[1,42],gt=[1,47],ht=[1,50],bt=[1,10,12,14,16,18,19,21,23,34,35,36],Z=[1,10,12,14,16,18,19,21,23,24,26,27,28,34,35,36],ft=[1,10,12,14,16,18,19,21,23,24,26,27,28,34,35,36,41,42,43,44,45,46,47,48,49,50],Y=[1,64],Et={trace:function(){},yy:{},symbols_:{error:2,start:3,eol:4,XYCHART:5,chartConfig:6,document:7,CHART_ORIENTATION:8,statement:9,title:10,text:11,X_AXIS:12,parseXAxis:13,Y_AXIS:14,parseYAxis:15,LINE:16,plotData:17,BAR:18,acc_title:19,acc_title_value:20,acc_descr:21,acc_descr_value:22,acc_descr_multiline_value:23,SQUARE_BRACES_START:24,commaSeparatedNumbers:25,SQUARE_BRACES_END:26,NUMBER_WITH_DECIMAL:27,COMMA:28,xAxisData:29,bandData:30,ARROW_DELIMITER:31,commaSeparatedTexts:32,yAxisData:33,NEWLINE:34,SEMI:35,EOF:36,alphaNum:37,STR:38,MD_STR:39,alphaNumToken:40,AMP:41,NUM:42,ALPHA:43,PLUS:44,EQUALS:45,MULT:46,DOT:47,BRKT:48,MINUS:49,UNDERSCORE:50,$accept:0,$end:1},terminals_:{2:"error",5:"XYCHART",8:"CHART_ORIENTATION",10:"title",12:"X_AXIS",14:"Y_AXIS",16:"LINE",18:"BAR",19:"acc_title",20:"acc_title_value",21:"acc_descr",22:"acc_descr_value",23:"acc_descr_multiline_value",24:"SQUARE_BRACES_START",26:"SQUARE_BRACES_END",27:"NUMBER_WITH_DECIMAL",28:"COMMA",31:"ARROW_DELIMITER",34:"NEWLINE",35:"SEMI",36:"EOF",38:"STR",39:"MD_STR",41:"AMP",42:"NUM",43:"ALPHA",44:"PLUS",45:"EQUALS",46:"MULT",47:"DOT",48:"BRKT",49:"MINUS",50:"UNDERSCORE"},productions_:[0,[3,2],[3,3],[3,2],[3,1],[6,1],[7,0],[7,2],[9,2],[9,2],[9,2],[9,2],[9,2],[9,3],[9,2],[9,3],[9,2],[9,2],[9,1],[17,3],[25,3],[25,1],[13,1],[13,2],[13,1],[29,1],[29,3],[30,3],[32,3],[32,1],[15,1],[15,2],[15,1],[33,3],[4,1],[4,1],[4,1],[11,1],[11,1],[11,1],[37,1],[37,2],[40,1],[40,1],[40,1],[40,1],[40,1],[40,1],[40,1],[40,1],[40,1],[40,1]],performAction:function(jt,Ct,Ft,_t,xt,Gt,Be){var Ot=Gt.length-1;switch(xt){case 5:_t.setOrientation(Gt[Ot]);break;case 9:_t.setDiagramTitle(Gt[Ot].text.trim());break;case 12:_t.setLineData({text:"",type:"text"},Gt[Ot]);break;case 13:_t.setLineData(Gt[Ot-1],Gt[Ot]);break;case 14:_t.setBarData({text:"",type:"text"},Gt[Ot]);break;case 15:_t.setBarData(Gt[Ot-1],Gt[Ot]);break;case 16:this.$=Gt[Ot].trim(),_t.setAccTitle(this.$);break;case 17:case 18:this.$=Gt[Ot].trim(),_t.setAccDescription(this.$);break;case 19:this.$=Gt[Ot-1];break;case 20:this.$=[Number(Gt[Ot-2]),...Gt[Ot]];break;case 21:this.$=[Number(Gt[Ot])];break;case 22:_t.setXAxisTitle(Gt[Ot]);break;case 23:_t.setXAxisTitle(Gt[Ot-1]);break;case 24:_t.setXAxisTitle({type:"text",text:""});break;case 25:_t.setXAxisBand(Gt[Ot]);break;case 26:_t.setXAxisRangeData(Number(Gt[Ot-2]),Number(Gt[Ot]));break;case 27:this.$=Gt[Ot-1];break;case 28:this.$=[Gt[Ot-2],...Gt[Ot]];break;case 29:this.$=[Gt[Ot]];break;case 30:_t.setYAxisTitle(Gt[Ot]);break;case 31:_t.setYAxisTitle(Gt[Ot-1]);break;case 32:_t.setYAxisTitle({type:"text",text:""});break;case 33:_t.setYAxisRangeData(Number(Gt[Ot-2]),Number(Gt[Ot]));break;case 37:this.$={text:Gt[Ot],type:"text"};break;case 38:this.$={text:Gt[Ot],type:"text"};break;case 39:this.$={text:Gt[Ot],type:"markdown"};break;case 40:this.$=Gt[Ot];break;case 41:this.$=Gt[Ot-1]+""+Gt[Ot];break}},table:[i(a,f,{3:1,4:2,7:4,5:g,34:w,35:v,36:b}),{1:[3]},i(a,f,{4:2,7:4,3:8,5:g,34:w,35:v,36:b}),i(a,f,{4:2,7:4,6:9,3:10,5:g,8:[1,11],34:w,35:v,36:b}),{1:[2,4],9:12,10:[1,13],12:[1,14],14:[1,15],16:[1,16],18:[1,17],19:[1,18],21:[1,19],23:[1,20]},i(E,[2,34]),i(E,[2,35]),i(E,[2,36]),{1:[2,1]},i(a,f,{4:2,7:4,3:21,5:g,34:w,35:v,36:b}),{1:[2,3]},i(E,[2,5]),i(a,[2,7],{4:22,34:w,35:v,36:b}),{11:23,37:24,38:_,39:S,40:27,41:I,42:B,43:F,44:R,45:q,46:X,47:rt,48:at,49:ut,50:pt},{11:39,13:38,24:yt,27:mt,29:40,30:41,37:24,38:_,39:S,40:27,41:I,42:B,43:F,44:R,45:q,46:X,47:rt,48:at,49:ut,50:pt},{11:45,15:44,27:gt,33:46,37:24,38:_,39:S,40:27,41:I,42:B,43:F,44:R,45:q,46:X,47:rt,48:at,49:ut,50:pt},{11:49,17:48,24:ht,37:24,38:_,39:S,40:27,41:I,42:B,43:F,44:R,45:q,46:X,47:rt,48:at,49:ut,50:pt},{11:52,17:51,24:ht,37:24,38:_,39:S,40:27,41:I,42:B,43:F,44:R,45:q,46:X,47:rt,48:at,49:ut,50:pt},{20:[1,53]},{22:[1,54]},i(bt,[2,18]),{1:[2,2]},i(bt,[2,8]),i(bt,[2,9]),i(Z,[2,37],{40:55,41:I,42:B,43:F,44:R,45:q,46:X,47:rt,48:at,49:ut,50:pt}),i(Z,[2,38]),i(Z,[2,39]),i(ft,[2,40]),i(ft,[2,42]),i(ft,[2,43]),i(ft,[2,44]),i(ft,[2,45]),i(ft,[2,46]),i(ft,[2,47]),i(ft,[2,48]),i(ft,[2,49]),i(ft,[2,50]),i(ft,[2,51]),i(bt,[2,10]),i(bt,[2,22],{30:41,29:56,24:yt,27:mt}),i(bt,[2,24]),i(bt,[2,25]),{31:[1,57]},{11:59,32:58,37:24,38:_,39:S,40:27,41:I,42:B,43:F,44:R,45:q,46:X,47:rt,48:at,49:ut,50:pt},i(bt,[2,11]),i(bt,[2,30],{33:60,27:gt}),i(bt,[2,32]),{31:[1,61]},i(bt,[2,12]),{17:62,24:ht},{25:63,27:Y},i(bt,[2,14]),{17:65,24:ht},i(bt,[2,16]),i(bt,[2,17]),i(ft,[2,41]),i(bt,[2,23]),{27:[1,66]},{26:[1,67]},{26:[2,29],28:[1,68]},i(bt,[2,31]),{27:[1,69]},i(bt,[2,13]),{26:[1,70]},{26:[2,21],28:[1,71]},i(bt,[2,15]),i(bt,[2,26]),i(bt,[2,27]),{11:59,32:72,37:24,38:_,39:S,40:27,41:I,42:B,43:F,44:R,45:q,46:X,47:rt,48:at,49:ut,50:pt},i(bt,[2,33]),i(bt,[2,19]),{25:73,27:Y},{26:[2,28]},{26:[2,20]}],defaultActions:{8:[2,1],10:[2,3],21:[2,2],72:[2,28],73:[2,20]},parseError:function(jt,Ct){if(Ct.recoverable)this.trace(jt);else{var Ft=new Error(jt);throw Ft.hash=Ct,Ft}},parse:function(jt){var Ct=this,Ft=[0],_t=[],xt=[null],Gt=[],Be=this.table,Ot="",vn=0,Pe=0,Ee=2,nn=1,sn=Gt.slice.call(arguments,1),me=Object.create(this.lexer),Fe={yy:{}};for(var Qt in this.yy)Object.prototype.hasOwnProperty.call(this.yy,Qt)&&(Fe.yy[Qt]=this.yy[Qt]);me.setInput(jt,Fe.yy),Fe.yy.lexer=me,Fe.yy.parser=this,typeof me.yylloc>"u"&&(me.yylloc={});var Ae=me.yylloc;Gt.push(Ae);var Se=me.options&&me.options.ranges;typeof Fe.yy.parseError=="function"?this.parseError=Fe.yy.parseError:this.parseError=Object.getPrototypeOf(this).parseError;function Dn(){var Pn;return Pn=_t.pop()||me.lex()||nn,typeof Pn!="number"&&(Pn instanceof Array&&(_t=Pn,Pn=_t.pop()),Pn=Ct.symbols_[Pn]||Pn),Pn}for(var oe,Pr,we,Ri,yi={},da,Ss,Ra,fr;;){if(Pr=Ft[Ft.length-1],this.defaultActions[Pr]?we=this.defaultActions[Pr]:((oe===null||typeof oe>"u")&&(oe=Dn()),we=Be[Pr]&&Be[Pr][oe]),typeof we>"u"||!we.length||!we[0]){var An="";fr=[];for(da in 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2:if(Ss=this.productions_[we[1]][1],yi.$=xt[xt.length-Ss],yi._$={first_line:Gt[Gt.length-(Ss||1)].first_line,last_line:Gt[Gt.length-1].last_line,first_column:Gt[Gt.length-(Ss||1)].first_column,last_column:Gt[Gt.length-1].last_column},Se&&(yi._$.range=[Gt[Gt.length-(Ss||1)].range[0],Gt[Gt.length-1].range[1]]),Ri=this.performAction.apply(yi,[Ot,Pe,vn,Fe.yy,we[1],xt,Gt].concat(sn)),typeof Ri<"u")return Ri;Ss&&(Ft=Ft.slice(0,-1*Ss*2),xt=xt.slice(0,-1*Ss),Gt=Gt.slice(0,-1*Ss)),Ft.push(this.productions_[we[1]][0]),xt.push(yi.$),Gt.push(yi._$),Ra=Be[Ft[Ft.length-2]][Ft[Ft.length-1]],Ft.push(Ra);break;case 3:return!0}}return!0}},V=function(){var Dt={EOF:1,parseError:function(Ct,Ft){if(this.yy.parser)this.yy.parser.parseError(Ct,Ft);else throw new Error(Ct)},setInput:function(jt,Ct){return this.yy=Ct||this.yy||{},this._input=jt,this._more=this._backtrack=this.done=!1,this.yylineno=this.yyleng=0,this.yytext=this.matched=this.match="",this.conditionStack=["INITIAL"],this.yylloc={first_line:1,first_column:0,last_line:1,last_column:0},this.options.ranges&&(this.yylloc.range=[0,0]),this.offset=0,this},input:function(){var jt=this._input[0];this.yytext+=jt,this.yyleng++,this.offset++,this.match+=jt,this.matched+=jt;var Ct=jt.match(/(?:\r\n?|\n).*/g);return Ct?(this.yylineno++,this.yylloc.last_line++):this.yylloc.last_column++,this.options.ranges&&this.yylloc.range[1]++,this._input=this._input.slice(1),jt},unput:function(jt){var Ct=jt.length,Ft=jt.split(/(?:\r\n?|\n)/g);this._input=jt+this._input,this.yytext=this.yytext.substr(0,this.yytext.length-Ct),this.offset-=Ct;var _t=this.match.split(/(?:\r\n?|\n)/g);this.match=this.match.substr(0,this.match.length-1),this.matched=this.matched.substr(0,this.matched.length-1),Ft.length-1&&(this.yylineno-=Ft.length-1);var xt=this.yylloc.range;return this.yylloc={first_line:this.yylloc.first_line,last_line:this.yylineno+1,first_column:this.yylloc.first_column,last_column:Ft?(Ft.length===_t.length?this.yylloc.first_column:0)+_t[_t.length-Ft.length].length-Ft[0].length:this.yylloc.first_column-Ct},this.options.ranges&&(this.yylloc.range=[xt[0],xt[0]+this.yyleng-Ct]),this.yyleng=this.yytext.length,this},more:function(){return this._more=!0,this},reject:function(){if(this.options.backtrack_lexer)this._backtrack=!0;else return this.parseError("Lexical error on line "+(this.yylineno+1)+`. You can only invoke reject() in the lexer when the lexer is of the backtracking persuasion (options.backtrack_lexer = true). +`+this.showPosition(),{text:"",token:null,line:this.yylineno});return this},less:function(jt){this.unput(this.match.slice(jt))},pastInput:function(){var jt=this.matched.substr(0,this.matched.length-this.match.length);return(jt.length>20?"...":"")+jt.substr(-20).replace(/\n/g,"")},upcomingInput:function(){var jt=this.match;return jt.length<20&&(jt+=this._input.substr(0,20-jt.length)),(jt.substr(0,20)+(jt.length>20?"...":"")).replace(/\n/g,"")},showPosition:function(){var jt=this.pastInput(),Ct=new Array(jt.length+1).join("-");return jt+this.upcomingInput()+` +`+Ct+"^"},test_match:function(jt,Ct){var Ft,_t,xt;if(this.options.backtrack_lexer&&(xt={yylineno:this.yylineno,yylloc:{first_line:this.yylloc.first_line,last_line:this.last_line,first_column:this.yylloc.first_column,last_column:this.yylloc.last_column},yytext:this.yytext,match:this.match,matches:this.matches,matched:this.matched,yyleng:this.yyleng,offset:this.offset,_more:this._more,_input:this._input,yy:this.yy,conditionStack:this.conditionStack.slice(0),done:this.done},this.options.ranges&&(xt.yylloc.range=this.yylloc.range.slice(0))),_t=jt[0].match(/(?:\r\n?|\n).*/g),_t&&(this.yylineno+=_t.length),this.yylloc={first_line:this.yylloc.last_line,last_line:this.yylineno+1,first_column:this.yylloc.last_column,last_column:_t?_t[_t.length-1].length-_t[_t.length-1].match(/\r?\n?/)[0].length:this.yylloc.last_column+jt[0].length},this.yytext+=jt[0],this.match+=jt[0],this.matches=jt,this.yyleng=this.yytext.length,this.options.ranges&&(this.yylloc.range=[this.offset,this.offset+=this.yyleng]),this._more=!1,this._backtrack=!1,this._input=this._input.slice(jt[0].length),this.matched+=jt[0],Ft=this.performAction.call(this,this.yy,this,Ct,this.conditionStack[this.conditionStack.length-1]),this.done&&this._input&&(this.done=!1),Ft)return Ft;if(this._backtrack){for(var Gt in xt)this[Gt]=xt[Gt];return!1}return!1},next:function(){if(this.done)return this.EOF;this._input||(this.done=!0);var jt,Ct,Ft,_t;this._more||(this.yytext="",this.match="");for(var xt=this._currentRules(),Gt=0;GtCt[0].length)){if(Ct=Ft,_t=Gt,this.options.backtrack_lexer){if(jt=this.test_match(Ft,xt[Gt]),jt!==!1)return jt;if(this._backtrack){Ct=!1;continue}else return!1}else if(!this.options.flex)break}return Ct?(jt=this.test_match(Ct,xt[_t]),jt!==!1?jt:!1):this._input===""?this.EOF:this.parseError("Lexical error on line "+(this.yylineno+1)+`. Unrecognized text. +`+this.showPosition(),{text:"",token:null,line:this.yylineno})},lex:function(){var Ct=this.next();return Ct||this.lex()},begin:function(Ct){this.conditionStack.push(Ct)},popState:function(){var Ct=this.conditionStack.length-1;return Ct>0?this.conditionStack.pop():this.conditionStack[0]},_currentRules:function(){return this.conditionStack.length&&this.conditionStack[this.conditionStack.length-1]?this.conditions[this.conditionStack[this.conditionStack.length-1]].rules:this.conditions.INITIAL.rules},topState:function(Ct){return Ct=this.conditionStack.length-1-Math.abs(Ct||0),Ct>=0?this.conditionStack[Ct]:"INITIAL"},pushState:function(Ct){this.begin(Ct)},stateStackSize:function(){return this.conditionStack.length},options:{"case-insensitive":!0},performAction:function(Ct,Ft,_t,xt){switch(_t){case 0:break;case 1:break;case 2:return this.popState(),34;case 3:return this.popState(),34;case 4:return 34;case 5:break;case 6:return 10;case 7:return this.pushState("acc_title"),19;case 8:return this.popState(),"acc_title_value";case 9:return this.pushState("acc_descr"),21;case 10:return this.popState(),"acc_descr_value";case 11:this.pushState("acc_descr_multiline");break;case 12:this.popState();break;case 13:return"acc_descr_multiline_value";case 14:return 5;case 15:return 8;case 16:return this.pushState("axis_data"),"X_AXIS";case 17:return this.pushState("axis_data"),"Y_AXIS";case 18:return this.pushState("axis_band_data"),24;case 19:return 31;case 20:return this.pushState("data"),16;case 21:return this.pushState("data"),18;case 22:return this.pushState("data_inner"),24;case 23:return 27;case 24:return this.popState(),26;case 25:this.popState();break;case 26:this.pushState("string");break;case 27:this.popState();break;case 28:return"STR";case 29:return 24;case 30:return 26;case 31:return 43;case 32:return"COLON";case 33:return 44;case 34:return 28;case 35:return 45;case 36:return 46;case 37:return 48;case 38:return 50;case 39:return 47;case 40:return 41;case 41:return 49;case 42:return 42;case 43:break;case 44:return 35;case 45:return 36}},rules:[/^(?:%%(?!\{)[^\n]*)/i,/^(?:[^\}]%%[^\n]*)/i,/^(?:(\r?\n))/i,/^(?:(\r?\n))/i,/^(?:[\n\r]+)/i,/^(?:%%[^\n]*)/i,/^(?:title\b)/i,/^(?:accTitle\s*:\s*)/i,/^(?:(?!\n||)*[^\n]*)/i,/^(?:accDescr\s*:\s*)/i,/^(?:(?!\n||)*[^\n]*)/i,/^(?:accDescr\s*\{\s*)/i,/^(?:\{)/i,/^(?:[^\}]*)/i,/^(?:xychart-beta\b)/i,/^(?:(?:vertical|horizontal))/i,/^(?:x-axis\b)/i,/^(?:y-axis\b)/i,/^(?:\[)/i,/^(?:-->)/i,/^(?:line\b)/i,/^(?:bar\b)/i,/^(?:\[)/i,/^(?:[+-]?(?:\d+(?:\.\d+)?|\.\d+))/i,/^(?:\])/i,/^(?:(?:`\) \{ this\.pushState\(md_string\); \}\n\(\?:\(\?!`"\)\.\)\+ \{ return MD_STR; \}\n\(\?:`))/i,/^(?:["])/i,/^(?:["])/i,/^(?:[^"]*)/i,/^(?:\[)/i,/^(?:\])/i,/^(?:[A-Za-z]+)/i,/^(?::)/i,/^(?:\+)/i,/^(?:,)/i,/^(?:=)/i,/^(?:\*)/i,/^(?:#)/i,/^(?:[\_])/i,/^(?:\.)/i,/^(?:&)/i,/^(?:-)/i,/^(?:[0-9]+)/i,/^(?:\s+)/i,/^(?:;)/i,/^(?:$)/i],conditions:{data_inner:{rules:[0,1,4,5,6,7,9,11,14,15,16,17,20,21,23,24,25,26,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45],inclusive:!0},data:{rules:[0,1,3,4,5,6,7,9,11,14,15,16,17,20,21,22,25,26,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45],inclusive:!0},axis_band_data:{rules:[0,1,4,5,6,7,9,11,14,15,16,17,20,21,24,25,26,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45],inclusive:!0},axis_data:{rules:[0,1,2,4,5,6,7,9,11,14,15,16,17,18,19,20,21,23,25,26,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45],inclusive:!0},acc_descr_multiline:{rules:[12,13],inclusive:!1},acc_descr:{rules:[10],inclusive:!1},acc_title:{rules:[8],inclusive:!1},title:{rules:[],inclusive:!1},md_string:{rules:[],inclusive:!1},string:{rules:[27,28],inclusive:!1},INITIAL:{rules:[0,1,4,5,6,7,9,11,14,15,16,17,20,21,25,26,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45],inclusive:!0}}};return Dt}();Et.lexer=V;function Nt(){this.yy={}}return Nt.prototype=Et,Et.Parser=Nt,new Nt}();pbt.parser=pbt;const aXe=pbt;function Izt(i){return i.type==="bar"}function Ozt(i){return i.type==="band"}function rB(i){return i.type==="linear"}class Pzt{constructor(a){this.parentGroup=a}getMaxDimension(a,f){if(!this.parentGroup)return{width:a.reduce((v,b)=>Math.max(b.length,v),0)*f,height:f};const g={width:0,height:0},w=this.parentGroup.append("g").attr("visibility","hidden").attr("font-size",f);for(const v of a){const b=oKe(w,1,v),E=b?b.width:v.length*f,_=b?b.height:f;g.width=Math.max(g.width,E),g.height=Math.max(g.height,_)}return w.remove(),g}}const Nzt=.7,Fzt=.2;class Bzt{constructor(a,f,g,w){this.axisConfig=a,this.title=f,this.textDimensionCalculator=g,this.axisThemeConfig=w,this.boundingRect={x:0,y:0,width:0,height:0},this.axisPosition="left",this.showTitle=!1,this.showLabel=!1,this.showTick=!1,this.showAxisLine=!1,this.outerPadding=0,this.titleTextHeight=0,this.labelTextHeight=0,this.range=[0,10],this.boundingRect={x:0,y:0,width:0,height:0},this.axisPosition="left"}setRange(a){this.range=a,this.axisPosition==="left"||this.axisPosition==="right"?this.boundingRect.height=a[1]-a[0]:this.boundingRect.width=a[1]-a[0],this.recalculateScale()}getRange(){return[this.range[0]+this.outerPadding,this.range[1]-this.outerPadding]}setAxisPosition(a){this.axisPosition=a,this.setRange(this.range)}getTickDistance(){const a=this.getRange();return Math.abs(a[0]-a[1])/this.getTickValues().length}getAxisOuterPadding(){return this.outerPadding}getLabelDimension(){return this.textDimensionCalculator.getMaxDimension(this.getTickValues().map(a=>a.toString()),this.axisConfig.labelFontSize)}recalculateOuterPaddingToDrawBar(){Nzt*this.getTickDistance()>this.outerPadding*2&&(this.outerPadding=Math.floor(Nzt*this.getTickDistance()/2)),this.recalculateScale()}calculateSpaceIfDrawnHorizontally(a){let f=a.height;if(this.axisConfig.showAxisLine&&f>this.axisConfig.axisLineWidth&&(f-=this.axisConfig.axisLineWidth,this.showAxisLine=!0),this.axisConfig.showLabel){const g=this.getLabelDimension(),w=Fzt*a.width;this.outerPadding=Math.min(g.width/2,w);const v=g.height+this.axisConfig.labelPadding*2;this.labelTextHeight=g.height,v<=f&&(f-=v,this.showLabel=!0)}if(this.axisConfig.showTick&&f>=this.axisConfig.tickLength&&(this.showTick=!0,f-=this.axisConfig.tickLength),this.axisConfig.showTitle&&this.title){const g=this.textDimensionCalculator.getMaxDimension([this.title],this.axisConfig.titleFontSize),w=g.height+this.axisConfig.titlePadding*2;this.titleTextHeight=g.height,w<=f&&(f-=w,this.showTitle=!0)}this.boundingRect.width=a.width,this.boundingRect.height=a.height-f}calculateSpaceIfDrawnVertical(a){let f=a.width;if(this.axisConfig.showAxisLine&&f>this.axisConfig.axisLineWidth&&(f-=this.axisConfig.axisLineWidth,this.showAxisLine=!0),this.axisConfig.showLabel){const g=this.getLabelDimension(),w=Fzt*a.height;this.outerPadding=Math.min(g.height/2,w);const v=g.width+this.axisConfig.labelPadding*2;v<=f&&(f-=v,this.showLabel=!0)}if(this.axisConfig.showTick&&f>=this.axisConfig.tickLength&&(this.showTick=!0,f-=this.axisConfig.tickLength),this.axisConfig.showTitle&&this.title){const g=this.textDimensionCalculator.getMaxDimension([this.title],this.axisConfig.titleFontSize),w=g.height+this.axisConfig.titlePadding*2;this.titleTextHeight=g.height,w<=f&&(f-=w,this.showTitle=!0)}this.boundingRect.width=a.width-f,this.boundingRect.height=a.height}calculateSpace(a){return this.axisPosition==="left"||this.axisPosition==="right"?this.calculateSpaceIfDrawnVertical(a):this.calculateSpaceIfDrawnHorizontally(a),this.recalculateScale(),{width:this.boundingRect.width,height:this.boundingRect.height}}setBoundingBoxXY(a){this.boundingRect.x=a.x,this.boundingRect.y=a.y}getDrawableElementsForLeftAxis(){const a=[];if(this.showAxisLine){const f=this.boundingRect.x+this.boundingRect.width-this.axisConfig.axisLineWidth/2;a.push({type:"path",groupTexts:["left-axis","axisl-line"],data:[{path:`M ${f},${this.boundingRect.y} L ${f},${this.boundingRect.y+this.boundingRect.height} `,strokeFill:this.axisThemeConfig.axisLineColor,strokeWidth:this.axisConfig.axisLineWidth}]})}if(this.showLabel&&a.push({type:"text",groupTexts:["left-axis","label"],data:this.getTickValues().map(f=>({text:f.toString(),x:this.boundingRect.x+this.boundingRect.width-(this.showLabel?this.axisConfig.labelPadding:0)-(this.showTick?this.axisConfig.tickLength:0)-(this.showAxisLine?this.axisConfig.axisLineWidth:0),y:this.getScaleValue(f),fill:this.axisThemeConfig.labelColor,fontSize:this.axisConfig.labelFontSize,rotation:0,verticalPos:"middle",horizontalPos:"right"}))}),this.showTick){const f=this.boundingRect.x+this.boundingRect.width-(this.showAxisLine?this.axisConfig.axisLineWidth:0);a.push({type:"path",groupTexts:["left-axis","ticks"],data:this.getTickValues().map(g=>({path:`M ${f},${this.getScaleValue(g)} L ${f-this.axisConfig.tickLength},${this.getScaleValue(g)}`,strokeFill:this.axisThemeConfig.tickColor,strokeWidth:this.axisConfig.tickWidth}))})}return this.showTitle&&a.push({type:"text",groupTexts:["left-axis","title"],data:[{text:this.title,x:this.boundingRect.x+this.axisConfig.titlePadding,y:this.boundingRect.y+this.boundingRect.height/2,fill:this.axisThemeConfig.titleColor,fontSize:this.axisConfig.titleFontSize,rotation:270,verticalPos:"top",horizontalPos:"center"}]}),a}getDrawableElementsForBottomAxis(){const a=[];if(this.showAxisLine){const f=this.boundingRect.y+this.axisConfig.axisLineWidth/2;a.push({type:"path",groupTexts:["bottom-axis","axis-line"],data:[{path:`M ${this.boundingRect.x},${f} L ${this.boundingRect.x+this.boundingRect.width},${f}`,strokeFill:this.axisThemeConfig.axisLineColor,strokeWidth:this.axisConfig.axisLineWidth}]})}if(this.showLabel&&a.push({type:"text",groupTexts:["bottom-axis","label"],data:this.getTickValues().map(f=>({text:f.toString(),x:this.getScaleValue(f),y:this.boundingRect.y+this.axisConfig.labelPadding+(this.showTick?this.axisConfig.tickLength:0)+(this.showAxisLine?this.axisConfig.axisLineWidth:0),fill:this.axisThemeConfig.labelColor,fontSize:this.axisConfig.labelFontSize,rotation:0,verticalPos:"top",horizontalPos:"center"}))}),this.showTick){const f=this.boundingRect.y+(this.showAxisLine?this.axisConfig.axisLineWidth:0);a.push({type:"path",groupTexts:["bottom-axis","ticks"],data:this.getTickValues().map(g=>({path:`M ${this.getScaleValue(g)},${f} L ${this.getScaleValue(g)},${f+this.axisConfig.tickLength}`,strokeFill:this.axisThemeConfig.tickColor,strokeWidth:this.axisConfig.tickWidth}))})}return this.showTitle&&a.push({type:"text",groupTexts:["bottom-axis","title"],data:[{text:this.title,x:this.range[0]+(this.range[1]-this.range[0])/2,y:this.boundingRect.y+this.boundingRect.height-this.axisConfig.titlePadding-this.titleTextHeight,fill:this.axisThemeConfig.titleColor,fontSize:this.axisConfig.titleFontSize,rotation:0,verticalPos:"top",horizontalPos:"center"}]}),a}getDrawableElementsForTopAxis(){const a=[];if(this.showAxisLine){const f=this.boundingRect.y+this.boundingRect.height-this.axisConfig.axisLineWidth/2;a.push({type:"path",groupTexts:["top-axis","axis-line"],data:[{path:`M ${this.boundingRect.x},${f} L ${this.boundingRect.x+this.boundingRect.width},${f}`,strokeFill:this.axisThemeConfig.axisLineColor,strokeWidth:this.axisConfig.axisLineWidth}]})}if(this.showLabel&&a.push({type:"text",groupTexts:["top-axis","label"],data:this.getTickValues().map(f=>({text:f.toString(),x:this.getScaleValue(f),y:this.boundingRect.y+(this.showTitle?this.titleTextHeight+this.axisConfig.titlePadding*2:0)+this.axisConfig.labelPadding,fill:this.axisThemeConfig.labelColor,fontSize:this.axisConfig.labelFontSize,rotation:0,verticalPos:"top",horizontalPos:"center"}))}),this.showTick){const f=this.boundingRect.y;a.push({type:"path",groupTexts:["top-axis","ticks"],data:this.getTickValues().map(g=>({path:`M ${this.getScaleValue(g)},${f+this.boundingRect.height-(this.showAxisLine?this.axisConfig.axisLineWidth:0)} L ${this.getScaleValue(g)},${f+this.boundingRect.height-this.axisConfig.tickLength-(this.showAxisLine?this.axisConfig.axisLineWidth:0)}`,strokeFill:this.axisThemeConfig.tickColor,strokeWidth:this.axisConfig.tickWidth}))})}return this.showTitle&&a.push({type:"text",groupTexts:["top-axis","title"],data:[{text:this.title,x:this.boundingRect.x+this.boundingRect.width/2,y:this.boundingRect.y+this.axisConfig.titlePadding,fill:this.axisThemeConfig.titleColor,fontSize:this.axisConfig.titleFontSize,rotation:0,verticalPos:"top",horizontalPos:"center"}]}),a}getDrawableElements(){if(this.axisPosition==="left")return this.getDrawableElementsForLeftAxis();if(this.axisPosition==="right")throw Error("Drawing of right axis is not implemented");return this.axisPosition==="bottom"?this.getDrawableElementsForBottomAxis():this.axisPosition==="top"?this.getDrawableElementsForTopAxis():[]}}class oXe extends Bzt{constructor(a,f,g,w,v){super(a,w,v,f),this.categories=g,this.scale=F0t().domain(this.categories).range(this.getRange())}setRange(a){super.setRange(a)}recalculateScale(){this.scale=F0t().domain(this.categories).range(this.getRange()).paddingInner(1).paddingOuter(0).align(.5),Wt.trace("BandAxis axis final categories, range: ",this.categories,this.getRange())}getTickValues(){return this.categories}getScaleValue(a){return this.scale(a)||this.getRange()[0]}}class cXe extends Bzt{constructor(a,f,g,w,v){super(a,w,v,f),this.domain=g,this.scale=PL().domain(this.domain).range(this.getRange())}getTickValues(){return this.scale.ticks()}recalculateScale(){const a=[...this.domain];this.axisPosition==="left"&&a.reverse(),this.scale=PL().domain(a).range(this.getRange())}getScaleValue(a){return this.scale(a)}}function Rzt(i,a,f,g){const w=new Pzt(g);return Ozt(i)?new oXe(a,f,i.categories,i.title,w):new cXe(a,f,[i.min,i.max],i.title,w)}class uXe{constructor(a,f,g,w){this.textDimensionCalculator=a,this.chartConfig=f,this.chartData=g,this.chartThemeConfig=w,this.boundingRect={x:0,y:0,width:0,height:0},this.showChartTitle=!1}setBoundingBoxXY(a){this.boundingRect.x=a.x,this.boundingRect.y=a.y}calculateSpace(a){const f=this.textDimensionCalculator.getMaxDimension([this.chartData.title],this.chartConfig.titleFontSize),g=Math.max(f.width,a.width),w=f.height+2*this.chartConfig.titlePadding;return f.width<=g&&f.height<=w&&this.chartConfig.showTitle&&this.chartData.title&&(this.boundingRect.width=g,this.boundingRect.height=w,this.showChartTitle=!0),{width:this.boundingRect.width,height:this.boundingRect.height}}getDrawableElements(){const a=[];return this.showChartTitle&&a.push({groupTexts:["chart-title"],type:"text",data:[{fontSize:this.chartConfig.titleFontSize,text:this.chartData.title,verticalPos:"middle",horizontalPos:"center",x:this.boundingRect.x+this.boundingRect.width/2,y:this.boundingRect.y+this.boundingRect.height/2,fill:this.chartThemeConfig.titleColor,rotation:0}]}),a}}function lXe(i,a,f,g){const w=new Pzt(g);return new uXe(w,i,a,f)}class hXe{constructor(a,f,g,w,v){this.plotData=a,this.xAxis=f,this.yAxis=g,this.orientation=w,this.plotIndex=v}getDrawableElement(){const a=this.plotData.data.map(g=>[this.xAxis.getScaleValue(g[0]),this.yAxis.getScaleValue(g[1])]);let f;return this.orientation==="horizontal"?f=Cx().y(g=>g[0]).x(g=>g[1])(a):f=Cx().x(g=>g[0]).y(g=>g[1])(a),f?[{groupTexts:["plot",`line-plot-${this.plotIndex}`],type:"path",data:[{path:f,strokeFill:this.plotData.strokeFill,strokeWidth:this.plotData.strokeWidth}]}]:[]}}class fXe{constructor(a,f,g,w,v,b){this.barData=a,this.boundingRect=f,this.xAxis=g,this.yAxis=w,this.orientation=v,this.plotIndex=b}getDrawableElement(){const a=this.barData.data.map(v=>[this.xAxis.getScaleValue(v[0]),this.yAxis.getScaleValue(v[1])]),f=.05,g=Math.min(this.xAxis.getAxisOuterPadding()*2,this.xAxis.getTickDistance())*(1-f),w=g/2;return this.orientation==="horizontal"?[{groupTexts:["plot",`bar-plot-${this.plotIndex}`],type:"rect",data:a.map(v=>({x:this.boundingRect.x,y:v[0]-w,height:g,width:v[1]-this.boundingRect.x,fill:this.barData.fill,strokeWidth:0,strokeFill:this.barData.fill}))}]:[{groupTexts:["plot",`bar-plot-${this.plotIndex}`],type:"rect",data:a.map(v=>({x:v[0]-w,y:v[1],width:g,height:this.boundingRect.y+this.boundingRect.height-v[1],fill:this.barData.fill,strokeWidth:0,strokeFill:this.barData.fill}))}]}}class dXe{constructor(a,f,g){this.chartConfig=a,this.chartData=f,this.chartThemeConfig=g,this.boundingRect={x:0,y:0,width:0,height:0}}setAxes(a,f){this.xAxis=a,this.yAxis=f}setBoundingBoxXY(a){this.boundingRect.x=a.x,this.boundingRect.y=a.y}calculateSpace(a){return this.boundingRect.width=a.width,this.boundingRect.height=a.height,{width:this.boundingRect.width,height:this.boundingRect.height}}getDrawableElements(){if(!(this.xAxis&&this.yAxis))throw Error("Axes must be passed to render Plots");const a=[];for(const[f,g]of this.chartData.plots.entries())switch(g.type){case"line":{const w=new hXe(g,this.xAxis,this.yAxis,this.chartConfig.chartOrientation,f);a.push(...w.getDrawableElement())}break;case"bar":{const w=new fXe(g,this.boundingRect,this.xAxis,this.yAxis,this.chartConfig.chartOrientation,f);a.push(...w.getDrawableElement())}break}return a}}function gXe(i,a,f){return new dXe(i,a,f)}class pXe{constructor(a,f,g,w){this.chartConfig=a,this.chartData=f,this.componentStore={title:lXe(a,f,g,w),plot:gXe(a,f,g),xAxis:Rzt(f.xAxis,a.xAxis,{titleColor:g.xAxisTitleColor,labelColor:g.xAxisLabelColor,tickColor:g.xAxisTickColor,axisLineColor:g.xAxisLineColor},w),yAxis:Rzt(f.yAxis,a.yAxis,{titleColor:g.yAxisTitleColor,labelColor:g.yAxisLabelColor,tickColor:g.yAxisTickColor,axisLineColor:g.yAxisLineColor},w)}}calculateVerticalSpace(){let a=this.chartConfig.width,f=this.chartConfig.height,g=0,w=0,v=Math.floor(a*this.chartConfig.plotReservedSpacePercent/100),b=Math.floor(f*this.chartConfig.plotReservedSpacePercent/100),E=this.componentStore.plot.calculateSpace({width:v,height:b});a-=E.width,f-=E.height,E=this.componentStore.title.calculateSpace({width:this.chartConfig.width,height:f}),w=E.height,f-=E.height,this.componentStore.xAxis.setAxisPosition("bottom"),E=this.componentStore.xAxis.calculateSpace({width:a,height:f}),f-=E.height,this.componentStore.yAxis.setAxisPosition("left"),E=this.componentStore.yAxis.calculateSpace({width:a,height:f}),g=E.width,a-=E.width,a>0&&(v+=a,a=0),f>0&&(b+=f,f=0),this.componentStore.plot.calculateSpace({width:v,height:b}),this.componentStore.plot.setBoundingBoxXY({x:g,y:w}),this.componentStore.xAxis.setRange([g,g+v]),this.componentStore.xAxis.setBoundingBoxXY({x:g,y:w+b}),this.componentStore.yAxis.setRange([w,w+b]),this.componentStore.yAxis.setBoundingBoxXY({x:0,y:w}),this.chartData.plots.some(_=>Izt(_))&&this.componentStore.xAxis.recalculateOuterPaddingToDrawBar()}calculateHorizonatalSpace(){let a=this.chartConfig.width,f=this.chartConfig.height,g=0,w=0,v=0,b=Math.floor(a*this.chartConfig.plotReservedSpacePercent/100),E=Math.floor(f*this.chartConfig.plotReservedSpacePercent/100),_=this.componentStore.plot.calculateSpace({width:b,height:E});a-=_.width,f-=_.height,_=this.componentStore.title.calculateSpace({width:this.chartConfig.width,height:f}),g=_.height,f-=_.height,this.componentStore.xAxis.setAxisPosition("left"),_=this.componentStore.xAxis.calculateSpace({width:a,height:f}),a-=_.width,w=_.width,this.componentStore.yAxis.setAxisPosition("top"),_=this.componentStore.yAxis.calculateSpace({width:a,height:f}),f-=_.height,v=g+_.height,a>0&&(b+=a,a=0),f>0&&(E+=f,f=0),this.componentStore.plot.calculateSpace({width:b,height:E}),this.componentStore.plot.setBoundingBoxXY({x:w,y:v}),this.componentStore.yAxis.setRange([w,w+b]),this.componentStore.yAxis.setBoundingBoxXY({x:w,y:g}),this.componentStore.xAxis.setRange([v,v+E]),this.componentStore.xAxis.setBoundingBoxXY({x:0,y:v}),this.chartData.plots.some(S=>Izt(S))&&this.componentStore.xAxis.recalculateOuterPaddingToDrawBar()}calculateSpace(){this.chartConfig.chartOrientation==="horizontal"?this.calculateHorizonatalSpace():this.calculateVerticalSpace()}getDrawableElement(){this.calculateSpace();const a=[];this.componentStore.plot.setAxes(this.componentStore.xAxis,this.componentStore.yAxis);for(const f of Object.values(this.componentStore))a.push(...f.getDrawableElements());return a}}class bXe{static build(a,f,g,w){return new pXe(a,f,g,w).getDrawableElement()}}let iB=0,jzt,sB=zzt(),aB=$zt(),Pu=qzt(),bbt=aB.plotColorPalette.split(",").map(i=>i.trim()),lX=!1,wbt=!1;function $zt(){const i=sgt(),a=h0();return TF(i.xyChart,a.themeVariables.xyChart)}function zzt(){const i=h0();return TF(yf.xyChart,i.xyChart)}function qzt(){return{yAxis:{type:"linear",title:"",min:1/0,max:-1/0},xAxis:{type:"band",title:"",categories:[]},title:"",plots:[]}}function mbt(i){const a=h0();return Ed(i.trim(),a)}function wXe(i){jzt=i}function mXe(i){i==="horizontal"?sB.chartOrientation="horizontal":sB.chartOrientation="vertical"}function vXe(i){Pu.xAxis.title=mbt(i.text)}function Hzt(i,a){Pu.xAxis={type:"linear",title:Pu.xAxis.title,min:i,max:a},lX=!0}function 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Fe=this.yylloc.range;return this.yylloc={first_line:this.yylloc.first_line,last_line:this.yylineno+1,first_column:this.yylloc.first_column,last_column:sn?(sn.length===me.length?this.yylloc.first_column:0)+me[me.length-sn.length].length-sn[0].length:this.yylloc.first_column-nn},this.options.ranges&&(this.yylloc.range=[Fe[0],Fe[0]+this.yyleng-nn]),this.yyleng=this.yytext.length,this},more:function(){return this._more=!0,this},reject:function(){if(this.options.backtrack_lexer)this._backtrack=!0;else return this.parseError("Lexical error on line "+(this.yylineno+1)+`. You can only invoke reject() in the lexer when the lexer is of the backtracking persuasion (options.backtrack_lexer = true). +`+this.showPosition(),{text:"",token:null,line:this.yylineno});return this},less:function(Ee){this.unput(this.match.slice(Ee))},pastInput:function(){var Ee=this.matched.substr(0,this.matched.length-this.match.length);return(Ee.length>20?"...":"")+Ee.substr(-20).replace(/\n/g,"")},upcomingInput:function(){var Ee=this.match;return Ee.length<20&&(Ee+=this._input.substr(0,20-Ee.length)),(Ee.substr(0,20)+(Ee.length>20?"...":"")).replace(/\n/g,"")},showPosition:function(){var Ee=this.pastInput(),nn=new Array(Ee.length+1).join("-");return Ee+this.upcomingInput()+` +`+nn+"^"},test_match:function(Ee,nn){var sn,me,Fe;if(this.options.backtrack_lexer&&(Fe={yylineno:this.yylineno,yylloc:{first_line:this.yylloc.first_line,last_line:this.last_line,first_column:this.yylloc.first_column,last_column:this.yylloc.last_column},yytext:this.yytext,match:this.match,matches:this.matches,matched:this.matched,yyleng:this.yyleng,offset:this.offset,_more:this._more,_input:this._input,yy:this.yy,conditionStack:this.conditionStack.slice(0),done:this.done},this.options.ranges&&(Fe.yylloc.range=this.yylloc.range.slice(0))),me=Ee[0].match(/(?:\r\n?|\n).*/g),me&&(this.yylineno+=me.length),this.yylloc={first_line:this.yylloc.last_line,last_line:this.yylineno+1,first_column:this.yylloc.last_column,last_column:me?me[me.length-1].length-me[me.length-1].match(/\r?\n?/)[0].length:this.yylloc.last_column+Ee[0].length},this.yytext+=Ee[0],this.match+=Ee[0],this.matches=Ee,this.yyleng=this.yytext.length,this.options.ranges&&(this.yylloc.range=[this.offset,this.offset+=this.yyleng]),this._more=!1,this._backtrack=!1,this._input=this._input.slice(Ee[0].length),this.matched+=Ee[0],sn=this.performAction.call(this,this.yy,this,nn,this.conditionStack[this.conditionStack.length-1]),this.done&&this._input&&(this.done=!1),sn)return sn;if(this._backtrack){for(var Qt in Fe)this[Qt]=Fe[Qt];return!1}return!1},next:function(){if(this.done)return this.EOF;this._input||(this.done=!0);var Ee,nn,sn,me;this._more||(this.yytext="",this.match="");for(var Fe=this._currentRules(),Qt=0;Qtnn[0].length)){if(nn=sn,me=Qt,this.options.backtrack_lexer){if(Ee=this.test_match(sn,Fe[Qt]),Ee!==!1)return Ee;if(this._backtrack){nn=!1;continue}else return!1}else if(!this.options.flex)break}return nn?(Ee=this.test_match(nn,Fe[me]),Ee!==!1?Ee:!1):this._input===""?this.EOF:this.parseError("Lexical error on line "+(this.yylineno+1)+`. Unrecognized text. +`+this.showPosition(),{text:"",token:null,line:this.yylineno})},lex:function(){var nn=this.next();return nn||this.lex()},begin:function(nn){this.conditionStack.push(nn)},popState:function(){var nn=this.conditionStack.length-1;return nn>0?this.conditionStack.pop():this.conditionStack[0]},_currentRules:function(){return this.conditionStack.length&&this.conditionStack[this.conditionStack.length-1]?this.conditions[this.conditionStack[this.conditionStack.length-1]].rules:this.conditions.INITIAL.rules},topState:function(nn){return nn=this.conditionStack.length-1-Math.abs(nn||0),nn>=0?this.conditionStack[nn]:"INITIAL"},pushState:function(nn){this.begin(nn)},stateStackSize:function(){return this.conditionStack.length},options:{"case-insensitive":!0},performAction:function(nn,sn,me,Fe){switch(me){case 0:return"title";case 1:return this.begin("acc_title"),9;case 2:return this.popState(),"acc_title_value";case 3:return this.begin("acc_descr"),11;case 4:return this.popState(),"acc_descr_value";case 5:this.begin("acc_descr_multiline");break;case 6:this.popState();break;case 7:return"acc_descr_multiline_value";case 8:return 5;case 9:break;case 10:break;case 11:break;case 12:return 8;case 13:return 6;case 14:return 19;case 15:return 30;case 16:return 22;case 17:return 21;case 18:return 24;case 19:return 26;case 20:return 28;case 21:return 31;case 22:return 32;case 23:return 33;case 24:return 34;case 25:return 35;case 26:return 36;case 27:return 37;case 28:return 38;case 29:return 39;case 30:return 40;case 31:return 41;case 32:return 42;case 33:return 43;case 34:return 44;case 35:return 55;case 36:return 56;case 37:return 57;case 38:return 58;case 39:return 59;case 40:return 60;case 41:return 61;case 42:return 47;case 43:return 49;case 44:return 51;case 45:return 54;case 46:return 53;case 47:this.begin("string");break;case 48:this.popState();break;case 49:return"qString";case 50:return sn.yytext=sn.yytext.trim(),62}},rules:[/^(?:title\s[^#\n;]+)/i,/^(?:accTitle\s*:\s*)/i,/^(?:(?!\n||)*[^\n]*)/i,/^(?:accDescr\s*:\s*)/i,/^(?:(?!\n||)*[^\n]*)/i,/^(?:accDescr\s*\{\s*)/i,/^(?:[\}])/i,/^(?:[^\}]*)/i,/^(?:(\r?\n)+)/i,/^(?:\s+)/i,/^(?:#[^\n]*)/i,/^(?:%[^\n]*)/i,/^(?:$)/i,/^(?:requirementDiagram\b)/i,/^(?:\{)/i,/^(?:\})/i,/^(?::)/i,/^(?:id\b)/i,/^(?:text\b)/i,/^(?:risk\b)/i,/^(?:verifyMethod\b)/i,/^(?:requirement\b)/i,/^(?:functionalRequirement\b)/i,/^(?:interfaceRequirement\b)/i,/^(?:performanceRequirement\b)/i,/^(?:physicalRequirement\b)/i,/^(?:designConstraint\b)/i,/^(?:low\b)/i,/^(?:medium\b)/i,/^(?:high\b)/i,/^(?:analysis\b)/i,/^(?:demonstration\b)/i,/^(?:inspection\b)/i,/^(?:test\b)/i,/^(?:element\b)/i,/^(?:contains\b)/i,/^(?:copies\b)/i,/^(?:derives\b)/i,/^(?:satisfies\b)/i,/^(?:verifies\b)/i,/^(?:refines\b)/i,/^(?:traces\b)/i,/^(?:type\b)/i,/^(?:docref\b)/i,/^(?:<-)/i,/^(?:->)/i,/^(?:-)/i,/^(?:["])/i,/^(?:["])/i,/^(?:[^"]*)/i,/^(?:[\w][^\r\n\{\<\>\-\=]*)/i],conditions:{acc_descr_multiline:{rules:[6,7],inclusive:!1},acc_descr:{rules:[4],inclusive:!1},acc_title:{rules:[2],inclusive:!1},unqString:{rules:[],inclusive:!1},token:{rules:[],inclusive:!1},string:{rules:[48,49],inclusive:!1},INITIAL:{rules:[0,1,3,5,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,50],inclusive:!0}}};return Pe}();Be.lexer=Ot;function vn(){this.yy={}}return vn.prototype=Be,Be.Parser=vn,new vn}();vbt.parser=vbt;const MXe=vbt;let ybt=[],ob={},oB={},T8={},cB={};const DXe={RequirementType:{REQUIREMENT:"Requirement",FUNCTIONAL_REQUIREMENT:"Functional Requirement",INTERFACE_REQUIREMENT:"Interface Requirement",PERFORMANCE_REQUIREMENT:"Performance Requirement",PHYSICAL_REQUIREMENT:"Physical Requirement",DESIGN_CONSTRAINT:"Design Constraint"},RiskLevel:{LOW_RISK:"Low",MED_RISK:"Medium",HIGH_RISK:"High"},VerifyType:{VERIFY_ANALYSIS:"Analysis",VERIFY_DEMONSTRATION:"Demonstration",VERIFY_INSPECTION:"Inspection",VERIFY_TEST:"Test"},Relationships:{CONTAINS:"contains",COPIES:"copies",DERIVES:"derives",SATISFIES:"satisfies",VERIFIES:"verifies",REFINES:"refines",TRACES:"traces"},getConfig:()=>Re().req,addRequirement:(i,a)=>(oB[i]===void 0&&(oB[i]={name:i,type:a,id:ob.id,text:ob.text,risk:ob.risk,verifyMethod:ob.verifyMethod}),ob={},oB[i]),getRequirements:()=>oB,setNewReqId:i=>{ob!==void 0&&(ob.id=i)},setNewReqText:i=>{ob!==void 0&&(ob.text=i)},setNewReqRisk:i=>{ob!==void 0&&(ob.risk=i)},setNewReqVerifyMethod:i=>{ob!==void 0&&(ob.verifyMethod=i)},setAccTitle:ng,getAccTitle:Yg,setAccDescription:Xg,getAccDescription:Qg,addElement:i=>(cB[i]===void 0&&(cB[i]={name:i,type:T8.type,docRef:T8.docRef},Wt.info("Added new requirement: ",i)),T8={},cB[i]),getElements:()=>cB,setNewElementType:i=>{T8!==void 0&&(T8.type=i)},setNewElementDocRef:i=>{T8!==void 0&&(T8.docRef=i)},addRelationship:(i,a,f)=>{ybt.push({type:i,src:a,dst:f})},getRelationships:()=>ybt,clear:()=>{ybt=[],ob={},oB={},T8={},cB={},Wg()}},IXe=i=>` + + marker { + fill: ${i.relationColor}; + stroke: ${i.relationColor}; + } + + marker.cross { + stroke: ${i.lineColor}; + } + + svg { + font-family: ${i.fontFamily}; + font-size: ${i.fontSize}; + } + + .reqBox { + fill: ${i.requirementBackground}; + fill-opacity: 1.0; + stroke: ${i.requirementBorderColor}; + stroke-width: ${i.requirementBorderSize}; + } + + .reqTitle, .reqLabel{ + fill: ${i.requirementTextColor}; + } + .reqLabelBox { + fill: ${i.relationLabelBackground}; + fill-opacity: 1.0; + } + + .req-title-line { + stroke: ${i.requirementBorderColor}; + stroke-width: ${i.requirementBorderSize}; + } + .relationshipLine { + stroke: ${i.relationColor}; + stroke-width: 1; + } + .relationshipLabel { + fill: ${i.relationLabelColor}; + } + +`,xbt={CONTAINS:"contains",ARROW:"arrow"},Gzt={ReqMarkers:xbt,insertLineEndings:(i,a)=>{let f=i.append("defs").append("marker").attr("id",xbt.CONTAINS+"_line_ending").attr("refX",0).attr("refY",a.line_height/2).attr("markerWidth",a.line_height).attr("markerHeight",a.line_height).attr("orient","auto").append("g");f.append("circle").attr("cx",a.line_height/2).attr("cy",a.line_height/2).attr("r",a.line_height/2).attr("fill","none"),f.append("line").attr("x1",0).attr("x2",a.line_height).attr("y1",a.line_height/2).attr("y2",a.line_height/2).attr("stroke-width",1),f.append("line").attr("y1",0).attr("y2",a.line_height).attr("x1",a.line_height/2).attr("x2",a.line_height/2).attr("stroke-width",1),i.append("defs").append("marker").attr("id",xbt.ARROW+"_line_ending").attr("refX",a.line_height).attr("refY",.5*a.line_height).attr("markerWidth",a.line_height).attr("markerHeight",a.line_height).attr("orient","auto").append("path").attr("d",`M0,0 + L${a.line_height},${a.line_height/2} + M${a.line_height},${a.line_height/2} + L0,${a.line_height}`).attr("stroke-width",1)}};let Kh={},Kzt=0;const Wzt=(i,a)=>i.insert("rect","#"+a).attr("class","req reqBox").attr("x",0).attr("y",0).attr("width",Kh.rect_min_width+"px").attr("height",Kh.rect_min_height+"px"),Yzt=(i,a,f)=>{let g=Kh.rect_min_width/2,w=i.append("text").attr("class","req reqLabel reqTitle").attr("id",a).attr("x",g).attr("y",Kh.rect_padding).attr("dominant-baseline","hanging"),v=0;f.forEach(S=>{v==0?w.append("tspan").attr("text-anchor","middle").attr("x",Kh.rect_min_width/2).attr("dy",0).text(S):w.append("tspan").attr("text-anchor","middle").attr("x",Kh.rect_min_width/2).attr("dy",Kh.line_height*.75).text(S),v++});let b=1.5*Kh.rect_padding,E=v*Kh.line_height*.75,_=b+E;return i.append("line").attr("class","req-title-line").attr("x1","0").attr("x2",Kh.rect_min_width).attr("y1",_).attr("y2",_),{titleNode:w,y:_}},Xzt=(i,a,f,g)=>{let w=i.append("text").attr("class","req reqLabel").attr("id",a).attr("x",Kh.rect_padding).attr("y",g).attr("dominant-baseline","hanging"),v=0;const b=30;let E=[];return f.forEach(_=>{let S=_.length;for(;S>b&&v<3;){let I=_.substring(0,b);_=_.substring(b,_.length),S=_.length,E[E.length]=I,v++}if(v==3){let I=E[E.length-1];E[E.length-1]=I.substring(0,I.length-4)+"..."}else E[E.length]=_;v=0}),E.forEach(_=>{w.append("tspan").attr("x",Kh.rect_padding).attr("dy",Kh.line_height).text(_)}),w},OXe=(i,a,f,g)=>{const w=a.node().getTotalLength(),v=a.node().getPointAtLength(w*.5),b="rel"+Kzt;Kzt++;const _=i.append("text").attr("class","req relationshipLabel").attr("id",b).attr("x",v.x).attr("y",v.y).attr("text-anchor","middle").attr("dominant-baseline","middle").text(g).node().getBBox();i.insert("rect","#"+b).attr("class","req reqLabelBox").attr("x",v.x-_.width/2).attr("y",v.y-_.height/2).attr("width",_.width).attr("height",_.height).attr("fill","white").attr("fill-opacity","85%")},PXe=function(i,a,f,g,w){const v=f.edge(xM(a.src),xM(a.dst)),b=Cx().x(function(_){return _.x}).y(function(_){return _.y}),E=i.insert("path","#"+g).attr("class","er relationshipLine").attr("d",b(v.points)).attr("fill","none");a.type==w.db.Relationships.CONTAINS?E.attr("marker-start","url("+ei.getUrl(Kh.arrowMarkerAbsolute)+"#"+a.type+"_line_ending)"):(E.attr("stroke-dasharray","10,7"),E.attr("marker-end","url("+ei.getUrl(Kh.arrowMarkerAbsolute)+"#"+Gzt.ReqMarkers.ARROW+"_line_ending)")),OXe(i,E,Kh,`<<${a.type}>>`)},NXe=(i,a,f)=>{Object.keys(i).forEach(g=>{let w=i[g];g=xM(g),Wt.info("Added new requirement: ",g);const v=f.append("g").attr("id",g),b="req-"+g,E=Wzt(v,b);let _=Yzt(v,g+"_title",[`<<${w.type}>>`,`${w.name}`]);Xzt(v,g+"_body",[`Id: ${w.id}`,`Text: ${w.text}`,`Risk: ${w.risk}`,`Verification: ${w.verifyMethod}`],_.y);const S=E.node().getBBox();a.setNode(g,{width:S.width,height:S.height,shape:"rect",id:g})})},FXe=(i,a,f)=>{Object.keys(i).forEach(g=>{let w=i[g];const v=xM(g),b=f.append("g").attr("id",v),E="element-"+v,_=Wzt(b,E);let S=Yzt(b,E+"_title",["<>",`${g}`]);Xzt(b,E+"_body",[`Type: ${w.type||"Not Specified"}`,`Doc Ref: ${w.docRef||"None"}`],S.y);const I=_.node().getBBox();a.setNode(v,{width:I.width,height:I.height,shape:"rect",id:v})})},BXe=(i,a)=>(i.forEach(function(f){let g=xM(f.src),w=xM(f.dst);a.setEdge(g,w,{relationship:f})}),i),RXe=function(i,a){a.nodes().forEach(function(f){f!==void 0&&a.node(f)!==void 0&&(i.select("#"+f),i.select("#"+f).attr("transform","translate("+(a.node(f).x-a.node(f).width/2)+","+(a.node(f).y-a.node(f).height/2)+" )"))})},xM=i=>i.replace(/\s/g,"").replace(/\./g,"_"),jXe=Object.freeze(Object.defineProperty({__proto__:null,diagram:{parser:MXe,db:DXe,renderer:{draw:(i,a,f,g)=>{Kh=Re().requirement;const w=Kh.securityLevel;let v;w==="sandbox"&&(v=xr("#i"+a));const E=xr(w==="sandbox"?v.nodes()[0].contentDocument.body:"body").select(`[id='${a}']`);Gzt.insertLineEndings(E,Kh);const _=new R1({multigraph:!1,compound:!1,directed:!0}).setGraph({rankdir:Kh.layoutDirection,marginx:20,marginy:20,nodesep:100,edgesep:100,ranksep:100}).setDefaultEdgeLabel(function(){return{}});let S=g.db.getRequirements(),I=g.db.getElements(),B=g.db.getRelationships();NXe(S,_,E),FXe(I,_,E),BXe(B,_),gM(_),RXe(E,_),B.forEach(function(rt){PXe(E,rt,_,a,g)});const F=Kh.rect_padding,R=E.node().getBBox(),q=R.width+F*2,X=R.height+F*2;Kg(E,X,q,Kh.useMaxWidth),E.attr("viewBox",`${R.x-F} ${R.y-F} ${q} ${X}`)}},styles:IXe}},Symbol.toStringTag,{value:"Module"}));var kbt=function(){var i=function(me,Fe,Qt,Ae){for(Qt=Qt||{},Ae=me.length;Ae--;Qt[me[Ae]]=Fe);return Qt},a=[1,2],f=[1,3],g=[1,4],w=[2,4],v=[1,9],b=[1,11],E=[1,13],_=[1,14],S=[1,16],I=[1,17],B=[1,18],F=[1,24],R=[1,25],q=[1,26],X=[1,27],rt=[1,28],at=[1,29],ut=[1,30],pt=[1,31],yt=[1,32],mt=[1,33],gt=[1,34],ht=[1,35],bt=[1,36],Z=[1,37],ft=[1,38],Y=[1,39],Et=[1,41],V=[1,42],Nt=[1,43],Dt=[1,44],jt=[1,45],Ct=[1,46],Ft=[1,4,5,13,14,16,18,21,23,29,30,31,33,35,36,37,38,39,41,43,44,46,47,48,49,50,52,53,54,59,60,61,62,70],_t=[4,5,16,50,52,53],xt=[4,5,13,14,16,18,21,23,29,30,31,33,35,36,37,38,39,41,43,44,46,50,52,53,54,59,60,61,62,70],Gt=[4,5,13,14,16,18,21,23,29,30,31,33,35,36,37,38,39,41,43,44,46,49,50,52,53,54,59,60,61,62,70],Be=[4,5,13,14,16,18,21,23,29,30,31,33,35,36,37,38,39,41,43,44,46,48,50,52,53,54,59,60,61,62,70],Ot=[4,5,13,14,16,18,21,23,29,30,31,33,35,36,37,38,39,41,43,44,46,47,50,52,53,54,59,60,61,62,70],vn=[68,69,70],Pe=[1,120],Ee={trace:function(){},yy:{},symbols_:{error:2,start:3,SPACE:4,NEWLINE:5,SD:6,document:7,line:8,statement:9,box_section:10,box_line:11,participant_statement:12,create:13,box:14,restOfLine:15,end:16,signal:17,autonumber:18,NUM:19,off:20,activate:21,actor:22,deactivate:23,note_statement:24,links_statement:25,link_statement:26,properties_statement:27,details_statement:28,title:29,legacy_title:30,acc_title:31,acc_title_value:32,acc_descr:33,acc_descr_value:34,acc_descr_multiline_value:35,loop:36,rect:37,opt:38,alt:39,else_sections:40,par:41,par_sections:42,par_over:43,critical:44,option_sections:45,break:46,option:47,and:48,else:49,participant:50,AS:51,participant_actor:52,destroy:53,note:54,placement:55,text2:56,over:57,actor_pair:58,links:59,link:60,properties:61,details:62,spaceList:63,",":64,left_of:65,right_of:66,signaltype:67,"+":68,"-":69,ACTOR:70,SOLID_OPEN_ARROW:71,DOTTED_OPEN_ARROW:72,SOLID_ARROW:73,DOTTED_ARROW:74,SOLID_CROSS:75,DOTTED_CROSS:76,SOLID_POINT:77,DOTTED_POINT:78,TXT:79,$accept:0,$end:1},terminals_:{2:"error",4:"SPACE",5:"NEWLINE",6:"SD",13:"create",14:"box",15:"restOfLine",16:"end",18:"autonumber",19:"NUM",20:"off",21:"activate",23:"deactivate",29:"title",30:"legacy_title",31:"acc_title",32:"acc_title_value",33:"acc_descr",34:"acc_descr_value",35:"acc_descr_multiline_value",36:"loop",37:"rect",38:"opt",39:"alt",41:"par",43:"par_over",44:"critical",46:"break",47:"option",48:"and",49:"else",50:"participant",51:"AS",52:"participant_actor",53:"destroy",54:"note",57:"over",59:"links",60:"link",61:"properties",62:"details",64:",",65:"left_of",66:"right_of",68:"+",69:"-",70:"ACTOR",71:"SOLID_OPEN_ARROW",72:"DOTTED_OPEN_ARROW",73:"SOLID_ARROW",74:"DOTTED_ARROW",75:"SOLID_CROSS",76:"DOTTED_CROSS",77:"SOLID_POINT",78:"DOTTED_POINT",79:"TXT"},productions_:[0,[3,2],[3,2],[3,2],[7,0],[7,2],[8,2],[8,1],[8,1],[10,0],[10,2],[11,2],[11,1],[11,1],[9,1],[9,2],[9,4],[9,2],[9,4],[9,3],[9,3],[9,2],[9,3],[9,3],[9,2],[9,2],[9,2],[9,2],[9,2],[9,1],[9,1],[9,2],[9,2],[9,1],[9,4],[9,4],[9,4],[9,4],[9,4],[9,4],[9,4],[9,4],[45,1],[45,4],[42,1],[42,4],[40,1],[40,4],[12,5],[12,3],[12,5],[12,3],[12,3],[24,4],[24,4],[25,3],[26,3],[27,3],[28,3],[63,2],[63,1],[58,3],[58,1],[55,1],[55,1],[17,5],[17,5],[17,4],[22,1],[67,1],[67,1],[67,1],[67,1],[67,1],[67,1],[67,1],[67,1],[56,1]],performAction:function(Fe,Qt,Ae,Se,Dn,oe,Pr){var we=oe.length-1;switch(Dn){case 3:return Se.apply(oe[we]),oe[we];case 4:case 9:this.$=[];break;case 5:case 10:oe[we-1].push(oe[we]),this.$=oe[we-1];break;case 6:case 7:case 11:case 12:this.$=oe[we];break;case 8:case 13:this.$=[];break;case 15:oe[we].type="createParticipant",this.$=oe[we];break;case 16:oe[we-1].unshift({type:"boxStart",boxData:Se.parseBoxData(oe[we-2])}),oe[we-1].push({type:"boxEnd",boxText:oe[we-2]}),this.$=oe[we-1];break;case 18:this.$={type:"sequenceIndex",sequenceIndex:Number(oe[we-2]),sequenceIndexStep:Number(oe[we-1]),sequenceVisible:!0,signalType:Se.LINETYPE.AUTONUMBER};break;case 19:this.$={type:"sequenceIndex",sequenceIndex:Number(oe[we-1]),sequenceIndexStep:1,sequenceVisible:!0,signalType:Se.LINETYPE.AUTONUMBER};break;case 20:this.$={type:"sequenceIndex",sequenceVisible:!1,signalType:Se.LINETYPE.AUTONUMBER};break;case 21:this.$={type:"sequenceIndex",sequenceVisible:!0,signalType:Se.LINETYPE.AUTONUMBER};break;case 22:this.$={type:"activeStart",signalType:Se.LINETYPE.ACTIVE_START,actor:oe[we-1]};break;case 23:this.$={type:"activeEnd",signalType:Se.LINETYPE.ACTIVE_END,actor:oe[we-1]};break;case 29:Se.setDiagramTitle(oe[we].substring(6)),this.$=oe[we].substring(6);break;case 30:Se.setDiagramTitle(oe[we].substring(7)),this.$=oe[we].substring(7);break;case 31:this.$=oe[we].trim(),Se.setAccTitle(this.$);break;case 32:case 33:this.$=oe[we].trim(),Se.setAccDescription(this.$);break;case 34:oe[we-1].unshift({type:"loopStart",loopText:Se.parseMessage(oe[we-2]),signalType:Se.LINETYPE.LOOP_START}),oe[we-1].push({type:"loopEnd",loopText:oe[we-2],signalType:Se.LINETYPE.LOOP_END}),this.$=oe[we-1];break;case 35:oe[we-1].unshift({type:"rectStart",color:Se.parseMessage(oe[we-2]),signalType:Se.LINETYPE.RECT_START}),oe[we-1].push({type:"rectEnd",color:Se.parseMessage(oe[we-2]),signalType:Se.LINETYPE.RECT_END}),this.$=oe[we-1];break;case 36:oe[we-1].unshift({type:"optStart",optText:Se.parseMessage(oe[we-2]),signalType:Se.LINETYPE.OPT_START}),oe[we-1].push({type:"optEnd",optText:Se.parseMessage(oe[we-2]),signalType:Se.LINETYPE.OPT_END}),this.$=oe[we-1];break;case 37:oe[we-1].unshift({type:"altStart",altText:Se.parseMessage(oe[we-2]),signalType:Se.LINETYPE.ALT_START}),oe[we-1].push({type:"altEnd",signalType:Se.LINETYPE.ALT_END}),this.$=oe[we-1];break;case 38:oe[we-1].unshift({type:"parStart",parText:Se.parseMessage(oe[we-2]),signalType:Se.LINETYPE.PAR_START}),oe[we-1].push({type:"parEnd",signalType:Se.LINETYPE.PAR_END}),this.$=oe[we-1];break;case 39:oe[we-1].unshift({type:"parStart",parText:Se.parseMessage(oe[we-2]),signalType:Se.LINETYPE.PAR_OVER_START}),oe[we-1].push({type:"parEnd",signalType:Se.LINETYPE.PAR_END}),this.$=oe[we-1];break;case 40:oe[we-1].unshift({type:"criticalStart",criticalText:Se.parseMessage(oe[we-2]),signalType:Se.LINETYPE.CRITICAL_START}),oe[we-1].push({type:"criticalEnd",signalType:Se.LINETYPE.CRITICAL_END}),this.$=oe[we-1];break;case 41:oe[we-1].unshift({type:"breakStart",breakText:Se.parseMessage(oe[we-2]),signalType:Se.LINETYPE.BREAK_START}),oe[we-1].push({type:"breakEnd",optText:Se.parseMessage(oe[we-2]),signalType:Se.LINETYPE.BREAK_END}),this.$=oe[we-1];break;case 43:this.$=oe[we-3].concat([{type:"option",optionText:Se.parseMessage(oe[we-1]),signalType:Se.LINETYPE.CRITICAL_OPTION},oe[we]]);break;case 45:this.$=oe[we-3].concat([{type:"and",parText:Se.parseMessage(oe[we-1]),signalType:Se.LINETYPE.PAR_AND},oe[we]]);break;case 47:this.$=oe[we-3].concat([{type:"else",altText:Se.parseMessage(oe[we-1]),signalType:Se.LINETYPE.ALT_ELSE},oe[we]]);break;case 48:oe[we-3].draw="participant",oe[we-3].type="addParticipant",oe[we-3].description=Se.parseMessage(oe[we-1]),this.$=oe[we-3];break;case 49:oe[we-1].draw="participant",oe[we-1].type="addParticipant",this.$=oe[we-1];break;case 50:oe[we-3].draw="actor",oe[we-3].type="addParticipant",oe[we-3].description=Se.parseMessage(oe[we-1]),this.$=oe[we-3];break;case 51:oe[we-1].draw="actor",oe[we-1].type="addParticipant",this.$=oe[we-1];break;case 52:oe[we-1].type="destroyParticipant",this.$=oe[we-1];break;case 53:this.$=[oe[we-1],{type:"addNote",placement:oe[we-2],actor:oe[we-1].actor,text:oe[we]}];break;case 54:oe[we-2]=[].concat(oe[we-1],oe[we-1]).slice(0,2),oe[we-2][0]=oe[we-2][0].actor,oe[we-2][1]=oe[we-2][1].actor,this.$=[oe[we-1],{type:"addNote",placement:Se.PLACEMENT.OVER,actor:oe[we-2].slice(0,2),text:oe[we]}];break;case 55:this.$=[oe[we-1],{type:"addLinks",actor:oe[we-1].actor,text:oe[we]}];break;case 56:this.$=[oe[we-1],{type:"addALink",actor:oe[we-1].actor,text:oe[we]}];break;case 57:this.$=[oe[we-1],{type:"addProperties",actor:oe[we-1].actor,text:oe[we]}];break;case 58:this.$=[oe[we-1],{type:"addDetails",actor:oe[we-1].actor,text:oe[we]}];break;case 61:this.$=[oe[we-2],oe[we]];break;case 62:this.$=oe[we];break;case 63:this.$=Se.PLACEMENT.LEFTOF;break;case 64:this.$=Se.PLACEMENT.RIGHTOF;break;case 65:this.$=[oe[we-4],oe[we-1],{type:"addMessage",from:oe[we-4].actor,to:oe[we-1].actor,signalType:oe[we-3],msg:oe[we],activate:!0},{type:"activeStart",signalType:Se.LINETYPE.ACTIVE_START,actor:oe[we-1]}];break;case 66:this.$=[oe[we-4],oe[we-1],{type:"addMessage",from:oe[we-4].actor,to:oe[we-1].actor,signalType:oe[we-3],msg:oe[we]},{type:"activeEnd",signalType:Se.LINETYPE.ACTIVE_END,actor:oe[we-4]}];break;case 67:this.$=[oe[we-3],oe[we-1],{type:"addMessage",from:oe[we-3].actor,to:oe[we-1].actor,signalType:oe[we-2],msg:oe[we]}];break;case 68:this.$={type:"addParticipant",actor:oe[we]};break;case 69:this.$=Se.LINETYPE.SOLID_OPEN;break;case 70:this.$=Se.LINETYPE.DOTTED_OPEN;break;case 71:this.$=Se.LINETYPE.SOLID;break;case 72:this.$=Se.LINETYPE.DOTTED;break;case 73:this.$=Se.LINETYPE.SOLID_CROSS;break;case 74:this.$=Se.LINETYPE.DOTTED_CROSS;break;case 75:this.$=Se.LINETYPE.SOLID_POINT;break;case 76:this.$=Se.LINETYPE.DOTTED_POINT;break;case 77:this.$=Se.parseMessage(oe[we].trim().substring(1));break}},table:[{3:1,4:a,5:f,6:g},{1:[3]},{3:5,4:a,5:f,6:g},{3:6,4:a,5:f,6:g},i([1,4,5,13,14,18,21,23,29,30,31,33,35,36,37,38,39,41,43,44,46,50,52,53,54,59,60,61,62,70],w,{7:7}),{1:[2,1]},{1:[2,2]},{1:[2,3],4:v,5:b,8:8,9:10,12:12,13:E,14:_,17:15,18:S,21:I,22:40,23:B,24:19,25:20,26:21,27:22,28:23,29:F,30:R,31:q,33:X,35:rt,36:at,37:ut,38:pt,39:yt,41:mt,43:gt,44:ht,46:bt,50:Z,52:ft,53:Y,54:Et,59:V,60:Nt,61:Dt,62:jt,70:Ct},i(Ft,[2,5]),{9:47,12:12,13:E,14:_,17:15,18:S,21:I,22:40,23:B,24:19,25:20,26:21,27:22,28:23,29:F,30:R,31:q,33:X,35:rt,36:at,37:ut,38:pt,39:yt,41:mt,43:gt,44:ht,46:bt,50:Z,52:ft,53:Y,54:Et,59:V,60:Nt,61:Dt,62:jt,70:Ct},i(Ft,[2,7]),i(Ft,[2,8]),i(Ft,[2,14]),{12:48,50:Z,52:ft,53:Y},{15:[1,49]},{5:[1,50]},{5:[1,53],19:[1,51],20:[1,52]},{22:54,70:Ct},{22:55,70:Ct},{5:[1,56]},{5:[1,57]},{5:[1,58]},{5:[1,59]},{5:[1,60]},i(Ft,[2,29]),i(Ft,[2,30]),{32:[1,61]},{34:[1,62]},i(Ft,[2,33]),{15:[1,63]},{15:[1,64]},{15:[1,65]},{15:[1,66]},{15:[1,67]},{15:[1,68]},{15:[1,69]},{15:[1,70]},{22:71,70:Ct},{22:72,70:Ct},{22:73,70:Ct},{67:74,71:[1,75],72:[1,76],73:[1,77],74:[1,78],75:[1,79],76:[1,80],77:[1,81],78:[1,82]},{55:83,57:[1,84],65:[1,85],66:[1,86]},{22:87,70:Ct},{22:88,70:Ct},{22:89,70:Ct},{22:90,70:Ct},i([5,51,64,71,72,73,74,75,76,77,78,79],[2,68]),i(Ft,[2,6]),i(Ft,[2,15]),i(_t,[2,9],{10:91}),i(Ft,[2,17]),{5:[1,93],19:[1,92]},{5:[1,94]},i(Ft,[2,21]),{5:[1,95]},{5:[1,96]},i(Ft,[2,24]),i(Ft,[2,25]),i(Ft,[2,26]),i(Ft,[2,27]),i(Ft,[2,28]),i(Ft,[2,31]),i(Ft,[2,32]),i(xt,w,{7:97}),i(xt,w,{7:98}),i(xt,w,{7:99}),i(Gt,w,{40:100,7:101}),i(Be,w,{42:102,7:103}),i(Be,w,{7:103,42:104}),i(Ot,w,{45:105,7:106}),i(xt,w,{7:107}),{5:[1,109],51:[1,108]},{5:[1,111],51:[1,110]},{5:[1,112]},{22:115,68:[1,113],69:[1,114],70:Ct},i(vn,[2,69]),i(vn,[2,70]),i(vn,[2,71]),i(vn,[2,72]),i(vn,[2,73]),i(vn,[2,74]),i(vn,[2,75]),i(vn,[2,76]),{22:116,70:Ct},{22:118,58:117,70:Ct},{70:[2,63]},{70:[2,64]},{56:119,79:Pe},{56:121,79:Pe},{56:122,79:Pe},{56:123,79:Pe},{4:[1,126],5:[1,128],11:125,12:127,16:[1,124],50:Z,52:ft,53:Y},{5:[1,129]},i(Ft,[2,19]),i(Ft,[2,20]),i(Ft,[2,22]),i(Ft,[2,23]),{4:v,5:b,8:8,9:10,12:12,13:E,14:_,16:[1,130],17:15,18:S,21:I,22:40,23:B,24:19,25:20,26:21,27:22,28:23,29:F,30:R,31:q,33:X,35:rt,36:at,37:ut,38:pt,39:yt,41:mt,43:gt,44:ht,46:bt,50:Z,52:ft,53:Y,54:Et,59:V,60:Nt,61:Dt,62:jt,70:Ct},{4:v,5:b,8:8,9:10,12:12,13:E,14:_,16:[1,131],17:15,18:S,21:I,22:40,23:B,24:19,25:20,26:21,27:22,28:23,29:F,30:R,31:q,33:X,35:rt,36:at,37:ut,38:pt,39:yt,41:mt,43:gt,44:ht,46:bt,50:Z,52:ft,53:Y,54:Et,59:V,60:Nt,61:Dt,62:jt,70:Ct},{4:v,5:b,8:8,9:10,12:12,13:E,14:_,16:[1,132],17:15,18:S,21:I,22:40,23:B,24:19,25:20,26:21,27:22,28:23,29:F,30:R,31:q,33:X,35:rt,36:at,37:ut,38:pt,39:yt,41:mt,43:gt,44:ht,46:bt,50:Z,52:ft,53:Y,54:Et,59:V,60:Nt,61:Dt,62:jt,70:Ct},{16:[1,133]},{4:v,5:b,8:8,9:10,12:12,13:E,14:_,16:[2,46],17:15,18:S,21:I,22:40,23:B,24:19,25:20,26:21,27:22,28:23,29:F,30:R,31:q,33:X,35:rt,36:at,37:ut,38:pt,39:yt,41:mt,43:gt,44:ht,46:bt,49:[1,134],50:Z,52:ft,53:Y,54:Et,59:V,60:Nt,61:Dt,62:jt,70:Ct},{16:[1,135]},{4:v,5:b,8:8,9:10,12:12,13:E,14:_,16:[2,44],17:15,18:S,21:I,22:40,23:B,24:19,25:20,26:21,27:22,28:23,29:F,30:R,31:q,33:X,35:rt,36:at,37:ut,38:pt,39:yt,41:mt,43:gt,44:ht,46:bt,48:[1,136],50:Z,52:ft,53:Y,54:Et,59:V,60:Nt,61:Dt,62:jt,70:Ct},{16:[1,137]},{16:[1,138]},{4:v,5:b,8:8,9:10,12:12,13:E,14:_,16:[2,42],17:15,18:S,21:I,22:40,23:B,24:19,25:20,26:21,27:22,28:23,29:F,30:R,31:q,33:X,35:rt,36:at,37:ut,38:pt,39:yt,41:mt,43:gt,44:ht,46:bt,47:[1,139],50:Z,52:ft,53:Y,54:Et,59:V,60:Nt,61:Dt,62:jt,70:Ct},{4:v,5:b,8:8,9:10,12:12,13:E,14:_,16:[1,140],17:15,18:S,21:I,22:40,23:B,24:19,25:20,26:21,27:22,28:23,29:F,30:R,31:q,33:X,35:rt,36:at,37:ut,38:pt,39:yt,41:mt,43:gt,44:ht,46:bt,50:Z,52:ft,53:Y,54:Et,59:V,60:Nt,61:Dt,62:jt,70:Ct},{15:[1,141]},i(Ft,[2,49]),{15:[1,142]},i(Ft,[2,51]),i(Ft,[2,52]),{22:143,70:Ct},{22:144,70:Ct},{56:145,79:Pe},{56:146,79:Pe},{56:147,79:Pe},{64:[1,148],79:[2,62]},{5:[2,55]},{5:[2,77]},{5:[2,56]},{5:[2,57]},{5:[2,58]},i(Ft,[2,16]),i(_t,[2,10]),{12:149,50:Z,52:ft,53:Y},i(_t,[2,12]),i(_t,[2,13]),i(Ft,[2,18]),i(Ft,[2,34]),i(Ft,[2,35]),i(Ft,[2,36]),i(Ft,[2,37]),{15:[1,150]},i(Ft,[2,38]),{15:[1,151]},i(Ft,[2,39]),i(Ft,[2,40]),{15:[1,152]},i(Ft,[2,41]),{5:[1,153]},{5:[1,154]},{56:155,79:Pe},{56:156,79:Pe},{5:[2,67]},{5:[2,53]},{5:[2,54]},{22:157,70:Ct},i(_t,[2,11]),i(Gt,w,{7:101,40:158}),i(Be,w,{7:103,42:159}),i(Ot,w,{7:106,45:160}),i(Ft,[2,48]),i(Ft,[2,50]),{5:[2,65]},{5:[2,66]},{79:[2,61]},{16:[2,47]},{16:[2,45]},{16:[2,43]}],defaultActions:{5:[2,1],6:[2,2],85:[2,63],86:[2,64],119:[2,55],120:[2,77],121:[2,56],122:[2,57],123:[2,58],145:[2,67],146:[2,53],147:[2,54],155:[2,65],156:[2,66],157:[2,61],158:[2,47],159:[2,45],160:[2,43]},parseError:function(Fe,Qt){if(Qt.recoverable)this.trace(Fe);else{var Ae=new Error(Fe);throw Ae.hash=Qt,Ae}},parse:function(Fe){var Qt=this,Ae=[0],Se=[],Dn=[null],oe=[],Pr=this.table,we="",Ri=0,yi=0,da=2,Ss=1,Ra=oe.slice.call(arguments,1),fr=Object.create(this.lexer),An={yy:{}};for(var Pn in this.yy)Object.prototype.hasOwnProperty.call(this.yy,Pn)&&(An.yy[Pn]=this.yy[Pn]);fr.setInput(Fe,An.yy),An.yy.lexer=fr,An.yy.parser=this,typeof fr.yylloc>"u"&&(fr.yylloc={});var Bn=fr.yylloc;oe.push(Bn);var Te=fr.options&&fr.options.ranges;typeof An.yy.parseError=="function"?this.parseError=An.yy.parseError:this.parseError=Object.getPrototypeOf(this).parseError;function be(){var ta;return ta=Se.pop()||fr.lex()||Ss,typeof ta!="number"&&(ta instanceof Array&&(Se=ta,ta=Se.pop()),ta=Qt.symbols_[ta]||ta),ta}for(var Qe,rn,yn,ja,mo={},vo,ma,$a,gs;;){if(rn=Ae[Ae.length-1],this.defaultActions[rn]?yn=this.defaultActions[rn]:((Qe===null||typeof Qe>"u")&&(Qe=be()),yn=Pr[rn]&&Pr[rn][Qe]),typeof yn>"u"||!yn.length||!yn[0]){var Nu="";gs=[];for(vo in Pr[rn])this.terminals_[vo]&&vo>da&&gs.push("'"+this.terminals_[vo]+"'");fr.showPosition?Nu="Parse error on line "+(Ri+1)+`: +`+fr.showPosition()+` +Expecting `+gs.join(", ")+", got '"+(this.terminals_[Qe]||Qe)+"'":Nu="Parse error on line "+(Ri+1)+": Unexpected "+(Qe==Ss?"end of input":"'"+(this.terminals_[Qe]||Qe)+"'"),this.parseError(Nu,{text:fr.match,token:this.terminals_[Qe]||Qe,line:fr.yylineno,loc:Bn,expected:gs})}if(yn[0]instanceof Array&&yn.length>1)throw new Error("Parse Error: multiple actions possible at state: "+rn+", token: "+Qe);switch(yn[0]){case 1:Ae.push(Qe),Dn.push(fr.yytext),oe.push(fr.yylloc),Ae.push(yn[1]),Qe=null,yi=fr.yyleng,we=fr.yytext,Ri=fr.yylineno,Bn=fr.yylloc;break;case 2:if(ma=this.productions_[yn[1]][1],mo.$=Dn[Dn.length-ma],mo._$={first_line:oe[oe.length-(ma||1)].first_line,last_line:oe[oe.length-1].last_line,first_column:oe[oe.length-(ma||1)].first_column,last_column:oe[oe.length-1].last_column},Te&&(mo._$.range=[oe[oe.length-(ma||1)].range[0],oe[oe.length-1].range[1]]),ja=this.performAction.apply(mo,[we,yi,Ri,An.yy,yn[1],Dn,oe].concat(Ra)),typeof ja<"u")return ja;ma&&(Ae=Ae.slice(0,-1*ma*2),Dn=Dn.slice(0,-1*ma),oe=oe.slice(0,-1*ma)),Ae.push(this.productions_[yn[1]][0]),Dn.push(mo.$),oe.push(mo._$),$a=Pr[Ae[Ae.length-2]][Ae[Ae.length-1]],Ae.push($a);break;case 3:return!0}}return!0}},nn=function(){var me={EOF:1,parseError:function(Qt,Ae){if(this.yy.parser)this.yy.parser.parseError(Qt,Ae);else throw new Error(Qt)},setInput:function(Fe,Qt){return this.yy=Qt||this.yy||{},this._input=Fe,this._more=this._backtrack=this.done=!1,this.yylineno=this.yyleng=0,this.yytext=this.matched=this.match="",this.conditionStack=["INITIAL"],this.yylloc={first_line:1,first_column:0,last_line:1,last_column:0},this.options.ranges&&(this.yylloc.range=[0,0]),this.offset=0,this},input:function(){var Fe=this._input[0];this.yytext+=Fe,this.yyleng++,this.offset++,this.match+=Fe,this.matched+=Fe;var Qt=Fe.match(/(?:\r\n?|\n).*/g);return Qt?(this.yylineno++,this.yylloc.last_line++):this.yylloc.last_column++,this.options.ranges&&this.yylloc.range[1]++,this._input=this._input.slice(1),Fe},unput:function(Fe){var Qt=Fe.length,Ae=Fe.split(/(?:\r\n?|\n)/g);this._input=Fe+this._input,this.yytext=this.yytext.substr(0,this.yytext.length-Qt),this.offset-=Qt;var Se=this.match.split(/(?:\r\n?|\n)/g);this.match=this.match.substr(0,this.match.length-1),this.matched=this.matched.substr(0,this.matched.length-1),Ae.length-1&&(this.yylineno-=Ae.length-1);var Dn=this.yylloc.range;return this.yylloc={first_line:this.yylloc.first_line,last_line:this.yylineno+1,first_column:this.yylloc.first_column,last_column:Ae?(Ae.length===Se.length?this.yylloc.first_column:0)+Se[Se.length-Ae.length].length-Ae[0].length:this.yylloc.first_column-Qt},this.options.ranges&&(this.yylloc.range=[Dn[0],Dn[0]+this.yyleng-Qt]),this.yyleng=this.yytext.length,this},more:function(){return this._more=!0,this},reject:function(){if(this.options.backtrack_lexer)this._backtrack=!0;else return this.parseError("Lexical error on line "+(this.yylineno+1)+`. You can only invoke reject() in the lexer when the lexer is of the backtracking persuasion (options.backtrack_lexer = true). +`+this.showPosition(),{text:"",token:null,line:this.yylineno});return this},less:function(Fe){this.unput(this.match.slice(Fe))},pastInput:function(){var Fe=this.matched.substr(0,this.matched.length-this.match.length);return(Fe.length>20?"...":"")+Fe.substr(-20).replace(/\n/g,"")},upcomingInput:function(){var Fe=this.match;return Fe.length<20&&(Fe+=this._input.substr(0,20-Fe.length)),(Fe.substr(0,20)+(Fe.length>20?"...":"")).replace(/\n/g,"")},showPosition:function(){var Fe=this.pastInput(),Qt=new Array(Fe.length+1).join("-");return Fe+this.upcomingInput()+` +`+Qt+"^"},test_match:function(Fe,Qt){var Ae,Se,Dn;if(this.options.backtrack_lexer&&(Dn={yylineno:this.yylineno,yylloc:{first_line:this.yylloc.first_line,last_line:this.last_line,first_column:this.yylloc.first_column,last_column:this.yylloc.last_column},yytext:this.yytext,match:this.match,matches:this.matches,matched:this.matched,yyleng:this.yyleng,offset:this.offset,_more:this._more,_input:this._input,yy:this.yy,conditionStack:this.conditionStack.slice(0),done:this.done},this.options.ranges&&(Dn.yylloc.range=this.yylloc.range.slice(0))),Se=Fe[0].match(/(?:\r\n?|\n).*/g),Se&&(this.yylineno+=Se.length),this.yylloc={first_line:this.yylloc.last_line,last_line:this.yylineno+1,first_column:this.yylloc.last_column,last_column:Se?Se[Se.length-1].length-Se[Se.length-1].match(/\r?\n?/)[0].length:this.yylloc.last_column+Fe[0].length},this.yytext+=Fe[0],this.match+=Fe[0],this.matches=Fe,this.yyleng=this.yytext.length,this.options.ranges&&(this.yylloc.range=[this.offset,this.offset+=this.yyleng]),this._more=!1,this._backtrack=!1,this._input=this._input.slice(Fe[0].length),this.matched+=Fe[0],Ae=this.performAction.call(this,this.yy,this,Qt,this.conditionStack[this.conditionStack.length-1]),this.done&&this._input&&(this.done=!1),Ae)return Ae;if(this._backtrack){for(var oe in Dn)this[oe]=Dn[oe];return!1}return!1},next:function(){if(this.done)return this.EOF;this._input||(this.done=!0);var Fe,Qt,Ae,Se;this._more||(this.yytext="",this.match="");for(var Dn=this._currentRules(),oe=0;oeQt[0].length)){if(Qt=Ae,Se=oe,this.options.backtrack_lexer){if(Fe=this.test_match(Ae,Dn[oe]),Fe!==!1)return Fe;if(this._backtrack){Qt=!1;continue}else return!1}else if(!this.options.flex)break}return Qt?(Fe=this.test_match(Qt,Dn[Se]),Fe!==!1?Fe:!1):this._input===""?this.EOF:this.parseError("Lexical error on line "+(this.yylineno+1)+`. Unrecognized text. +`+this.showPosition(),{text:"",token:null,line:this.yylineno})},lex:function(){var Qt=this.next();return Qt||this.lex()},begin:function(Qt){this.conditionStack.push(Qt)},popState:function(){var Qt=this.conditionStack.length-1;return Qt>0?this.conditionStack.pop():this.conditionStack[0]},_currentRules:function(){return this.conditionStack.length&&this.conditionStack[this.conditionStack.length-1]?this.conditions[this.conditionStack[this.conditionStack.length-1]].rules:this.conditions.INITIAL.rules},topState:function(Qt){return Qt=this.conditionStack.length-1-Math.abs(Qt||0),Qt>=0?this.conditionStack[Qt]:"INITIAL"},pushState:function(Qt){this.begin(Qt)},stateStackSize:function(){return this.conditionStack.length},options:{"case-insensitive":!0},performAction:function(Qt,Ae,Se,Dn){switch(Se){case 0:return 5;case 1:break;case 2:break;case 3:break;case 4:break;case 5:break;case 6:return 19;case 7:return this.begin("LINE"),14;case 8:return this.begin("ID"),50;case 9:return this.begin("ID"),52;case 10:return 13;case 11:return this.begin("ID"),53;case 12:return Ae.yytext=Ae.yytext.trim(),this.begin("ALIAS"),70;case 13:return this.popState(),this.popState(),this.begin("LINE"),51;case 14:return this.popState(),this.popState(),5;case 15:return this.begin("LINE"),36;case 16:return this.begin("LINE"),37;case 17:return this.begin("LINE"),38;case 18:return this.begin("LINE"),39;case 19:return this.begin("LINE"),49;case 20:return this.begin("LINE"),41;case 21:return this.begin("LINE"),43;case 22:return this.begin("LINE"),48;case 23:return this.begin("LINE"),44;case 24:return this.begin("LINE"),47;case 25:return this.begin("LINE"),46;case 26:return this.popState(),15;case 27:return 16;case 28:return 65;case 29:return 66;case 30:return 59;case 31:return 60;case 32:return 61;case 33:return 62;case 34:return 57;case 35:return 54;case 36:return this.begin("ID"),21;case 37:return this.begin("ID"),23;case 38:return 29;case 39:return 30;case 40:return this.begin("acc_title"),31;case 41:return this.popState(),"acc_title_value";case 42:return this.begin("acc_descr"),33;case 43:return this.popState(),"acc_descr_value";case 44:this.begin("acc_descr_multiline");break;case 45:this.popState();break;case 46:return"acc_descr_multiline_value";case 47:return 6;case 48:return 18;case 49:return 20;case 50:return 64;case 51:return 5;case 52:return Ae.yytext=Ae.yytext.trim(),70;case 53:return 73;case 54:return 74;case 55:return 71;case 56:return 72;case 57:return 75;case 58:return 76;case 59:return 77;case 60:return 78;case 61:return 79;case 62:return 68;case 63:return 69;case 64:return 5;case 65:return"INVALID"}},rules:[/^(?:[\n]+)/i,/^(?:\s+)/i,/^(?:((?!\n)\s)+)/i,/^(?:#[^\n]*)/i,/^(?:%(?!\{)[^\n]*)/i,/^(?:[^\}]%%[^\n]*)/i,/^(?:[0-9]+(?=[ \n]+))/i,/^(?:box\b)/i,/^(?:participant\b)/i,/^(?:actor\b)/i,/^(?:create\b)/i,/^(?:destroy\b)/i,/^(?:[^\->:\n,;]+?([\-]*[^\->:\n,;]+?)*?(?=((?!\n)\s)+as(?!\n)\s|[#\n;]|$))/i,/^(?:as\b)/i,/^(?:(?:))/i,/^(?:loop\b)/i,/^(?:rect\b)/i,/^(?:opt\b)/i,/^(?:alt\b)/i,/^(?:else\b)/i,/^(?:par\b)/i,/^(?:par_over\b)/i,/^(?:and\b)/i,/^(?:critical\b)/i,/^(?:option\b)/i,/^(?:break\b)/i,/^(?:(?:[:]?(?:no)?wrap)?[^#\n;]*)/i,/^(?:end\b)/i,/^(?:left of\b)/i,/^(?:right of\b)/i,/^(?:links\b)/i,/^(?:link\b)/i,/^(?:properties\b)/i,/^(?:details\b)/i,/^(?:over\b)/i,/^(?:note\b)/i,/^(?:activate\b)/i,/^(?:deactivate\b)/i,/^(?:title\s[^#\n;]+)/i,/^(?:title:\s[^#\n;]+)/i,/^(?:accTitle\s*:\s*)/i,/^(?:(?!\n||)*[^\n]*)/i,/^(?:accDescr\s*:\s*)/i,/^(?:(?!\n||)*[^\n]*)/i,/^(?:accDescr\s*\{\s*)/i,/^(?:[\}])/i,/^(?:[^\}]*)/i,/^(?:sequenceDiagram\b)/i,/^(?:autonumber\b)/i,/^(?:off\b)/i,/^(?:,)/i,/^(?:;)/i,/^(?:[^\+\->:\n,;]+((?!(-x|--x|-\)|--\)))[\-]*[^\+\->:\n,;]+)*)/i,/^(?:->>)/i,/^(?:-->>)/i,/^(?:->)/i,/^(?:-->)/i,/^(?:-[x])/i,/^(?:--[x])/i,/^(?:-[\)])/i,/^(?:--[\)])/i,/^(?::(?:(?:no)?wrap)?[^#\n;]+)/i,/^(?:\+)/i,/^(?:-)/i,/^(?:$)/i,/^(?:.)/i],conditions:{acc_descr_multiline:{rules:[45,46],inclusive:!1},acc_descr:{rules:[43],inclusive:!1},acc_title:{rules:[41],inclusive:!1},ID:{rules:[2,3,12],inclusive:!1},ALIAS:{rules:[2,3,13,14],inclusive:!1},LINE:{rules:[2,3,26],inclusive:!1},INITIAL:{rules:[0,1,3,4,5,6,7,8,9,10,11,15,16,17,18,19,20,21,22,23,24,25,27,28,29,30,31,32,33,34,35,36,37,38,39,40,42,44,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65],inclusive:!0}}};return me}();Ee.lexer=nn;function sn(){this.yy={}}return sn.prototype=Ee,Ee.Parser=sn,new sn}();kbt.parser=kbt;const $Xe=kbt;class zXe{constructor(a){this.init=a,this.records=this.init()}reset(){this.records=this.init()}}const vs=new zXe(()=>({prevActor:void 0,actors:{},createdActors:{},destroyedActors:{},boxes:[],messages:[],notes:[],sequenceNumbersEnabled:!1,wrapEnabled:void 0,currentBox:void 0,lastCreated:void 0,lastDestroyed:void 0})),qXe=function(i){vs.records.boxes.push({name:i.text,wrap:i.wrap===void 0&&D9()||!!i.wrap,fill:i.color,actorKeys:[]}),vs.records.currentBox=vs.records.boxes.slice(-1)[0]},Ebt=function(i,a,f,g){let w=vs.records.currentBox;const v=vs.records.actors[i];if(v){if(vs.records.currentBox&&v.box&&vs.records.currentBox!==v.box)throw new Error("A same participant should only be defined in one Box: "+v.name+" can't be in '"+v.box.name+"' and in '"+vs.records.currentBox.name+"' at the same time.");if(w=v.box?v.box:vs.records.currentBox,v.box=w,v&&a===v.name&&f==null)return}(f==null||f.text==null)&&(f={text:a,wrap:null,type:g}),(g==null||f.text==null)&&(f={text:a,wrap:null,type:g}),vs.records.actors[i]={box:w,name:a,description:f.text,wrap:f.wrap===void 0&&D9()||!!f.wrap,prevActor:vs.records.prevActor,links:{},properties:{},actorCnt:null,rectData:null,type:g||"participant"},vs.records.prevActor&&vs.records.actors[vs.records.prevActor]&&(vs.records.actors[vs.records.prevActor].nextActor=i),vs.records.currentBox&&vs.records.currentBox.actorKeys.push(i),vs.records.prevActor=i},HXe=i=>{let a,f=0;for(a=0;a>-",token:"->>-",line:"1",loc:{first_line:1,last_line:1,first_column:1,last_column:1},expected:["'ACTIVE_PARTICIPANT'"]},b}return vs.records.messages.push({from:i,to:a,message:f.text,wrap:f.wrap===void 0&&D9()||!!f.wrap,type:g,activate:w}),!0},UXe=function(){return vs.records.boxes.length>0},GXe=function(){return vs.records.boxes.some(i=>i.name)},KXe=function(){return vs.records.messages},WXe=function(){return vs.records.boxes},YXe=function(){return vs.records.actors},XXe=function(){return vs.records.createdActors},QXe=function(){return vs.records.destroyedActors},uB=function(i){return vs.records.actors[i]},JXe=function(){return Object.keys(vs.records.actors)},ZXe=function(){vs.records.sequenceNumbersEnabled=!0},tQe=function(){vs.records.sequenceNumbersEnabled=!1},eQe=()=>vs.records.sequenceNumbersEnabled,nQe=function(i){vs.records.wrapEnabled=i},D9=()=>vs.records.wrapEnabled!==void 0?vs.records.wrapEnabled:Re().sequence.wrap,rQe=function(){vs.reset(),Wg()},iQe=function(i){const a=i.trim(),f={text:a.replace(/^:?(?:no)?wrap:/,"").trim(),wrap:a.match(/^:?wrap:/)!==null?!0:a.match(/^:?nowrap:/)!==null?!1:void 0};return Wt.debug("parseMessage:",f),f},sQe=function(i){const a=i.match(/^((?:rgba?|hsla?)\s*\(.*\)|\w*)(.*)$/);let f=a!=null&&a[1]?a[1].trim():"transparent",g=a!=null&&a[2]?a[2].trim():void 0;if(window&&window.CSS)window.CSS.supports("color",f)||(f="transparent",g=i.trim());else{const w=new Option().style;w.color=f,w.color!==f&&(f="transparent",g=i.trim())}return{color:f,text:g!==void 0?Ed(g.replace(/^:?(?:no)?wrap:/,""),Re()):void 0,wrap:g!==void 0?g.match(/^:?wrap:/)!==null?!0:g.match(/^:?nowrap:/)!==null?!1:void 0:void 0}},lB={SOLID:0,DOTTED:1,NOTE:2,SOLID_CROSS:3,DOTTED_CROSS:4,SOLID_OPEN:5,DOTTED_OPEN:6,LOOP_START:10,LOOP_END:11,ALT_START:12,ALT_ELSE:13,ALT_END:14,OPT_START:15,OPT_END:16,ACTIVE_START:17,ACTIVE_END:18,PAR_START:19,PAR_AND:20,PAR_END:21,RECT_START:22,RECT_END:23,SOLID_POINT:24,DOTTED_POINT:25,AUTONUMBER:26,CRITICAL_START:27,CRITICAL_OPTION:28,CRITICAL_END:29,BREAK_START:30,BREAK_END:31,PAR_OVER_START:32},aQe={FILLED:0,OPEN:1},oQe={LEFTOF:0,RIGHTOF:1,OVER:2},Qzt=function(i,a,f){const g={actor:i,placement:a,message:f.text,wrap:f.wrap===void 0&&D9()||!!f.wrap},w=[].concat(i,i);vs.records.notes.push(g),vs.records.messages.push({from:w[0],to:w[1],message:f.text,wrap:f.wrap===void 0&&D9()||!!f.wrap,type:lB.NOTE,placement:a})},Jzt=function(i,a){const f=uB(i);try{let g=Ed(a.text,Re());g=g.replace(/&/g,"&"),g=g.replace(/=/g,"=");const w=JSON.parse(g);Tbt(f,w)}catch(g){Wt.error("error while parsing actor link text",g)}},cQe=function(i,a){const f=uB(i);try{const b={};let E=Ed(a.text,Re());var g=E.indexOf("@");E=E.replace(/&/g,"&"),E=E.replace(/=/g,"=");var w=E.slice(0,g-1).trim(),v=E.slice(g+1).trim();b[w]=v,Tbt(f,b)}catch(b){Wt.error("error while parsing actor link text",b)}};function Tbt(i,a){if(i.links==null)i.links=a;else for(let f in a)i.links[f]=a[f]}const Zzt=function(i,a){const f=uB(i);try{let g=Ed(a.text,Re());const w=JSON.parse(g);tqt(f,w)}catch(g){Wt.error("error while parsing actor properties text",g)}};function tqt(i,a){if(i.properties==null)i.properties=a;else for(let f in a)i.properties[f]=a[f]}function uQe(){vs.records.currentBox=void 0}const eqt=function(i,a){const f=uB(i),g=document.getElementById(a.text);try{const w=g.innerHTML,v=JSON.parse(w);v.properties&&tqt(f,v.properties),v.links&&Tbt(f,v.links)}catch(w){Wt.error("error while parsing actor details text",w)}},lQe=function(i,a){if(i!==void 0&&i.properties!==void 0)return i.properties[a]},nqt=function(i){if(Array.isArray(i))i.forEach(function(a){nqt(a)});else switch(i.type){case"sequenceIndex":vs.records.messages.push({from:void 0,to:void 0,message:{start:i.sequenceIndex,step:i.sequenceIndexStep,visible:i.sequenceVisible},wrap:!1,type:i.signalType});break;case"addParticipant":Ebt(i.actor,i.actor,i.description,i.draw);break;case"createParticipant":if(vs.records.actors[i.actor])throw new Error("It is not possible to have actors with the same id, even if one is destroyed before the next is created. Use 'AS' aliases to simulate the behavior");vs.records.lastCreated=i.actor,Ebt(i.actor,i.actor,i.description,i.draw),vs.records.createdActors[i.actor]=vs.records.messages.length;break;case"destroyParticipant":vs.records.lastDestroyed=i.actor,vs.records.destroyedActors[i.actor]=vs.records.messages.length;break;case"activeStart":Tf(i.actor,void 0,void 0,i.signalType);break;case"activeEnd":Tf(i.actor,void 0,void 0,i.signalType);break;case"addNote":Qzt(i.actor,i.placement,i.text);break;case"addLinks":Jzt(i.actor,i.text);break;case"addALink":cQe(i.actor,i.text);break;case"addProperties":Zzt(i.actor,i.text);break;case"addDetails":eqt(i.actor,i.text);break;case"addMessage":if(vs.records.lastCreated){if(i.to!==vs.records.lastCreated)throw new Error("The created participant "+vs.records.lastCreated+" does not have an associated creating message after its declaration. Please check the sequence diagram.");vs.records.lastCreated=void 0}else if(vs.records.lastDestroyed){if(i.to!==vs.records.lastDestroyed&&i.from!==vs.records.lastDestroyed)throw new Error("The destroyed participant "+vs.records.lastDestroyed+" does not have an associated destroying message after its declaration. Please check the sequence diagram.");vs.records.lastDestroyed=void 0}Tf(i.from,i.to,i.msg,i.signalType,i.activate);break;case"boxStart":qXe(i.boxData);break;case"boxEnd":uQe();break;case"loopStart":Tf(void 0,void 0,i.loopText,i.signalType);break;case"loopEnd":Tf(void 0,void 0,void 0,i.signalType);break;case"rectStart":Tf(void 0,void 0,i.color,i.signalType);break;case"rectEnd":Tf(void 0,void 0,void 0,i.signalType);break;case"optStart":Tf(void 0,void 0,i.optText,i.signalType);break;case"optEnd":Tf(void 0,void 0,void 0,i.signalType);break;case"altStart":Tf(void 0,void 0,i.altText,i.signalType);break;case"else":Tf(void 0,void 0,i.altText,i.signalType);break;case"altEnd":Tf(void 0,void 0,void 0,i.signalType);break;case"setAccTitle":ng(i.text);break;case"parStart":Tf(void 0,void 0,i.parText,i.signalType);break;case"and":Tf(void 0,void 0,i.parText,i.signalType);break;case"parEnd":Tf(void 0,void 0,void 0,i.signalType);break;case"criticalStart":Tf(void 0,void 0,i.criticalText,i.signalType);break;case"option":Tf(void 0,void 0,i.optionText,i.signalType);break;case"criticalEnd":Tf(void 0,void 0,void 0,i.signalType);break;case"breakStart":Tf(void 0,void 0,i.breakText,i.signalType);break;case"breakEnd":Tf(void 0,void 0,void 0,i.signalType);break}},rqt={addActor:Ebt,addMessage:VXe,addSignal:Tf,addLinks:Jzt,addDetails:eqt,addProperties:Zzt,autoWrap:D9,setWrap:nQe,enableSequenceNumbers:ZXe,disableSequenceNumbers:tQe,showSequenceNumbers:eQe,getMessages:KXe,getActors:YXe,getCreatedActors:XXe,getDestroyedActors:QXe,getActor:uB,getActorKeys:JXe,getActorProperty:lQe,getAccTitle:Yg,getBoxes:WXe,getDiagramTitle:Jg,setDiagramTitle:y2,getConfig:()=>Re().sequence,clear:rQe,parseMessage:iQe,parseBoxData:sQe,LINETYPE:lB,ARROWTYPE:aQe,PLACEMENT:oQe,addNote:Qzt,setAccTitle:ng,apply:nqt,setAccDescription:Xg,getAccDescription:Qg,hasAtLeastOneBox:UXe,hasAtLeastOneBoxWithTitle:GXe},hQe=i=>`.actor { + stroke: ${i.actorBorder}; + fill: ${i.actorBkg}; + } + + text.actor > tspan { + fill: ${i.actorTextColor}; + stroke: none; + } + + .actor-line { + stroke: ${i.actorLineColor}; + } + + .messageLine0 { + stroke-width: 1.5; + stroke-dasharray: none; + stroke: ${i.signalColor}; + } + + .messageLine1 { + stroke-width: 1.5; + stroke-dasharray: 2, 2; + stroke: ${i.signalColor}; + } + + #arrowhead path { + fill: ${i.signalColor}; + stroke: ${i.signalColor}; + } + + .sequenceNumber { + fill: ${i.sequenceNumberColor}; + } + + #sequencenumber { + fill: ${i.signalColor}; + } + + #crosshead path { + fill: ${i.signalColor}; + stroke: ${i.signalColor}; + } + + .messageText { + fill: ${i.signalTextColor}; + stroke: none; + } + + .labelBox { + stroke: ${i.labelBoxBorderColor}; + fill: ${i.labelBoxBkgColor}; + } + + .labelText, .labelText > tspan { + fill: ${i.labelTextColor}; + stroke: none; + } + + .loopText, .loopText > tspan { + fill: ${i.loopTextColor}; + stroke: none; + } + + .loopLine { + stroke-width: 2px; + stroke-dasharray: 2, 2; + stroke: ${i.labelBoxBorderColor}; + fill: ${i.labelBoxBorderColor}; + } + + .note { + //stroke: #decc93; + stroke: ${i.noteBorderColor}; + fill: ${i.noteBkgColor}; + } + + .noteText, .noteText > tspan { + fill: ${i.noteTextColor}; + stroke: none; + } + + .activation0 { + fill: ${i.activationBkgColor}; + stroke: ${i.activationBorderColor}; + } + + .activation1 { + fill: ${i.activationBkgColor}; + stroke: ${i.activationBorderColor}; + } + + .activation2 { + fill: ${i.activationBkgColor}; + stroke: ${i.activationBorderColor}; + } + + .actorPopupMenu { + position: absolute; + } + + .actorPopupMenuPanel { + position: absolute; + fill: ${i.actorBkg}; + box-shadow: 0px 8px 16px 0px rgba(0,0,0,0.2); + filter: drop-shadow(3px 5px 2px rgb(0 0 0 / 0.4)); +} + .actor-man line { + stroke: ${i.actorBorder}; + fill: ${i.actorBkg}; + } + .actor-man circle, line { + stroke: ${i.actorBorder}; + fill: ${i.actorBkg}; + stroke-width: 2px; + } +`,I9=18*2,Cbt=function(i,a){return _Y(i,a)},iqt=(i,a)=>{sNe(()=>{const f=document.querySelectorAll(i);f.length!==0&&(f[0].addEventListener("mouseover",function(){pQe("actor"+a+"_popup")}),f[0].addEventListener("mouseout",function(){bQe("actor"+a+"_popup")}))})},fQe=function(i,a,f,g,w){if(a.links===void 0||a.links===null||Object.keys(a.links).length===0)return{height:0,width:0};const v=a.links,b=a.actorCnt,E=a.rectData;var _="none";w&&(_="block !important");const S=i.append("g");S.attr("id","actor"+b+"_popup"),S.attr("class","actorPopupMenu"),S.attr("display",_),iqt("#actor"+b+"_popup",b);var I="";E.class!==void 0&&(I=" "+E.class);let B=E.width>f?E.width:f;const F=S.append("rect");if(F.attr("class","actorPopupMenuPanel"+I),F.attr("x",E.x),F.attr("y",E.height),F.attr("fill",E.fill),F.attr("stroke",E.stroke),F.attr("width",B),F.attr("height",E.height),F.attr("rx",E.rx),F.attr("ry",E.ry),v!=null){var R=20;for(let rt in v){var q=S.append("a"),X=c8(v[rt]);q.attr("xlink:href",X),q.attr("target","_blank"),IQe(g)(rt,q,E.x+10,E.height+R,B,20,{class:"actor"},g),R+=30}}return F.attr("height",R),{height:E.height+R,width:B}},dQe=function(i){return"var pu = document.getElementById('"+i+"'); if (pu != null) { pu.style.display = 'block'; }"},gQe=function(i){return"var pu = document.getElementById('"+i+"'); if (pu != null) { pu.style.display = 'none'; }"},pQe=function(i){var a=document.getElementById(i);a!=null&&(a.style.display="block")},bQe=function(i){var a=document.getElementById(i);a!=null&&(a.style.display="none")},kM=function(i,a){let f=0,g=0;const w=a.text.split(ei.lineBreakRegex),[v,b]=QL(a.fontSize);let E=[],_=0,S=()=>a.y;if(a.valign!==void 0&&a.textMargin!==void 0&&a.textMargin>0)switch(a.valign){case"top":case"start":S=()=>Math.round(a.y+a.textMargin);break;case"middle":case"center":S=()=>Math.round(a.y+(f+g+a.textMargin)/2);break;case"bottom":case"end":S=()=>Math.round(a.y+(f+g+2*a.textMargin)-a.textMargin);break}if(a.anchor!==void 0&&a.textMargin!==void 0&&a.width!==void 0)switch(a.anchor){case"left":case"start":a.x=Math.round(a.x+a.textMargin),a.anchor="start",a.dominantBaseline="middle",a.alignmentBaseline="middle";break;case"middle":case"center":a.x=Math.round(a.x+a.width/2),a.anchor="middle",a.dominantBaseline="middle",a.alignmentBaseline="middle";break;case"right":case"end":a.x=Math.round(a.x+a.width-a.textMargin),a.anchor="end",a.dominantBaseline="middle",a.alignmentBaseline="middle";break}for(let[I,B]of w.entries()){a.textMargin!==void 0&&a.textMargin===0&&v!==void 0&&(_=I*v);const F=i.append("text");F.attr("x",a.x),F.attr("y",S()),a.anchor!==void 0&&F.attr("text-anchor",a.anchor).attr("dominant-baseline",a.dominantBaseline).attr("alignment-baseline",a.alignmentBaseline),a.fontFamily!==void 0&&F.style("font-family",a.fontFamily),b!==void 0&&F.style("font-size",b),a.fontWeight!==void 0&&F.style("font-weight",a.fontWeight),a.fill!==void 0&&F.attr("fill",a.fill),a.class!==void 0&&F.attr("class",a.class),a.dy!==void 0?F.attr("dy",a.dy):_!==0&&F.attr("dy",_);const R=B||oFt;if(a.tspan){const q=F.append("tspan");q.attr("x",a.x),a.fill!==void 0&&q.attr("fill",a.fill),q.text(R)}else F.text(R);a.valign!==void 0&&a.textMargin!==void 0&&a.textMargin>0&&(g+=(F._groups||F)[0][0].getBBox().height,f=g),E.push(F)}return E},sqt=function(i,a){function f(w,v,b,E,_){return w+","+v+" "+(w+b)+","+v+" "+(w+b)+","+(v+E-_)+" "+(w+b-_*1.2)+","+(v+E)+" "+w+","+(v+E)}const g=i.append("polygon");return g.attr("points",f(a.x,a.y,a.width,a.height,7)),g.attr("class","labelBox"),a.y=a.y+a.height/2,kM(i,a),g};let ny=-1;const aqt=(i,a,f,g)=>{i.select&&f.forEach(w=>{const v=a[w],b=i.select("#actor"+v.actorCnt);!g.mirrorActors&&v.stopy?b.attr("y2",v.stopy+v.height/2):g.mirrorActors&&b.attr("y2",v.stopy)})},wQe=function(i,a,f,g){const w=g?a.stopy:a.starty,v=a.x+a.width/2,b=w+5,E=i.append("g").lower();var _=E;g||(ny++,_.append("line").attr("id","actor"+ny).attr("x1",v).attr("y1",b).attr("x2",v).attr("y2",2e3).attr("class","actor-line").attr("class","200").attr("stroke-width","0.5px").attr("stroke","#999"),_=E.append("g"),a.actorCnt=ny,a.links!=null&&(_.attr("id","root-"+ny),iqt("#root-"+ny,ny)));const S=k9();var I="actor";a.properties!=null&&a.properties.class?I=a.properties.class:S.fill="#eaeaea",S.x=a.x,S.y=w,S.width=a.width,S.height=a.height,S.class=I,S.rx=3,S.ry=3;const B=Cbt(_,S);if(a.rectData=S,a.properties!=null&&a.properties.icon){const R=a.properties.icon.trim();R.charAt(0)==="@"?CRe(_,S.x+S.width-20,S.y+10,R.substr(1)):TRe(_,S.x+S.width-20,S.y+10,R)}_bt(f)(a.description,_,S.x,S.y,S.width,S.height,{class:"actor"},f);let F=a.height;if(B.node){const R=B.node().getBBox();a.height=R.height,F=R.height}return F},mQe=function(i,a,f,g){const w=g?a.stopy:a.starty,v=a.x+a.width/2,b=w+80;i.lower(),g||(ny++,i.append("line").attr("id","actor"+ny).attr("x1",v).attr("y1",b).attr("x2",v).attr("y2",2e3).attr("class","actor-line").attr("class","200").attr("stroke-width","0.5px").attr("stroke","#999"),a.actorCnt=ny);const E=i.append("g");E.attr("class","actor-man");const 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z")},AQe=function(i){i.append("defs").append("marker").attr("id","filled-head").attr("refX",15.5).attr("refY",7).attr("markerWidth",20).attr("markerHeight",28).attr("orient","auto").append("path").attr("d","M 18,7 L9,13 L14,7 L9,1 Z")},LQe=function(i){i.append("defs").append("marker").attr("id","sequencenumber").attr("refX",15).attr("refY",15).attr("markerWidth",60).attr("markerHeight",40).attr("orient","auto").append("circle").attr("cx",15).attr("cy",15).attr("r",6)},MQe=function(i){i.append("defs").append("marker").attr("id","crosshead").attr("markerWidth",15).attr("markerHeight",8).attr("orient","auto").attr("refX",4).attr("refY",4.5).append("path").attr("fill","none").attr("stroke","#000000").style("stroke-dasharray","0, 0").attr("stroke-width","1pt").attr("d","M 1,2 L 6,7 M 6,2 L 1,7")},cqt=function(){return{x:0,y:0,fill:void 0,anchor:void 0,style:"#666",width:void 0,height:void 0,textMargin:0,rx:0,ry:0,tspan:!0,valign:void 0}},DQe=function(){return{x:0,y:0,fill:"#EDF2AE",stroke:"#666",width:100,anchor:"start",height:100,rx:0,ry:0}},_bt=function(){function i(w,v,b,E,_,S,I){const B=v.append("text").attr("x",b+_/2).attr("y",E+S/2+5).style("text-anchor","middle").text(w);g(B,I)}function a(w,v,b,E,_,S,I,B){const{actorFontSize:F,actorFontFamily:R,actorFontWeight:q}=B,[X,rt]=QL(F),at=w.split(ei.lineBreakRegex);for(let ut=0;uti.height||0))+(this.loops.length===0?0:this.loops.map(i=>i.height||0).reduce((i,a)=>i+a))+(this.messages.length===0?0:this.messages.map(i=>i.height||0).reduce((i,a)=>i+a))+(this.notes.length===0?0:this.notes.map(i=>i.height||0).reduce((i,a)=>i+a))},clear:function(){this.actors=[],this.boxes=[],this.loops=[],this.messages=[],this.notes=[]},addBox:function(i){this.boxes.push(i)},addActor:function(i){this.actors.push(i)},addLoop:function(i){this.loops.push(i)},addMessage:function(i){this.messages.push(i)},addNote:function(i){this.notes.push(i)},lastActor:function(){return this.actors[this.actors.length-1]},lastLoop:function(){return this.loops[this.loops.length-1]},lastMessage:function(){return this.messages[this.messages.length-1]},lastNote:function(){return this.notes[this.notes.length-1]},actors:[],boxes:[],loops:[],messages:[],notes:[]},init:function(){this.sequenceItems=[],this.activations=[],this.models.clear(),this.data={startx:void 0,stopx:void 0,starty:void 0,stopy:void 0},this.verticalPos=0,lqt(Re())},updateVal:function(i,a,f,g){i[a]===void 0?i[a]=f:i[a]=g(f,i[a])},updateBounds:function(i,a,f,g){const w=this;let v=0;function b(E){return function(S){v++;const I=w.sequenceItems.length-v+1;w.updateVal(S,"starty",a-I*pn.boxMargin,Math.min),w.updateVal(S,"stopy",g+I*pn.boxMargin,Math.max),w.updateVal(Wr.data,"startx",i-I*pn.boxMargin,Math.min),w.updateVal(Wr.data,"stopx",f+I*pn.boxMargin,Math.max),E!=="activation"&&(w.updateVal(S,"startx",i-I*pn.boxMargin,Math.min),w.updateVal(S,"stopx",f+I*pn.boxMargin,Math.max),w.updateVal(Wr.data,"starty",a-I*pn.boxMargin,Math.min),w.updateVal(Wr.data,"stopy",g+I*pn.boxMargin,Math.max))}}this.sequenceItems.forEach(b()),this.activations.forEach(b("activation"))},insert:function(i,a,f,g){const w=ei.getMin(i,f),v=ei.getMax(i,f),b=ei.getMin(a,g),E=ei.getMax(a,g);this.updateVal(Wr.data,"startx",w,Math.min),this.updateVal(Wr.data,"starty",b,Math.min),this.updateVal(Wr.data,"stopx",v,Math.max),this.updateVal(Wr.data,"stopy",E,Math.max),this.updateBounds(w,b,v,E)},newActivation:function(i,a,f){const g=f[i.from.actor],w=hX(i.from.actor).length||0,v=g.x+g.width/2+(w-1)*pn.activationWidth/2;this.activations.push({startx:v,starty:this.verticalPos+2,stopx:v+pn.activationWidth,stopy:void 0,actor:i.from.actor,anchored:Cf.anchorElement(a)})},endActivation:function(i){const a=this.activations.map(function(f){return f.actor}).lastIndexOf(i.from.actor);return this.activations.splice(a,1)[0]},createLoop:function(i={message:void 0,wrap:!1,width:void 0},a){return{startx:void 0,starty:this.verticalPos,stopx:void 0,stopy:void 0,title:i.message,wrap:i.wrap,width:i.width,height:0,fill:a}},newLoop:function(i={message:void 0,wrap:!1,width:void 0},a){this.sequenceItems.push(this.createLoop(i,a))},endLoop:function(){return this.sequenceItems.pop()},isLoopOverlap:function(){return this.sequenceItems.length?this.sequenceItems[this.sequenceItems.length-1].overlap:!1},addSectionToLoop:function(i){const a=this.sequenceItems.pop();a.sections=a.sections||[],a.sectionTitles=a.sectionTitles||[],a.sections.push({y:Wr.getVerticalPos(),height:0}),a.sectionTitles.push(i),this.sequenceItems.push(a)},saveVerticalPos:function(){this.isLoopOverlap()&&(this.savedVerticalPos=this.verticalPos)},resetVerticalPos:function(){this.isLoopOverlap()&&(this.verticalPos=this.savedVerticalPos)},bumpVerticalPos:function(i){this.verticalPos=this.verticalPos+i,this.data.stopy=ei.getMax(this.data.stopy,this.verticalPos)},getVerticalPos:function(){return this.verticalPos},getBounds:function(){return{bounds:this.data,models:this.models}}},OQe=function(i,a){Wr.bumpVerticalPos(pn.boxMargin),a.height=pn.boxMargin,a.starty=Wr.getVerticalPos();const f=k9();f.x=a.startx,f.y=a.starty,f.width=a.width||pn.width,f.class="note";const g=i.append("g"),w=Cf.drawRect(g,f),v=Kgt();v.x=a.startx,v.y=a.starty,v.width=f.width,v.dy="1em",v.text=a.message,v.class="noteText",v.fontFamily=pn.noteFontFamily,v.fontSize=pn.noteFontSize,v.fontWeight=pn.noteFontWeight,v.anchor=pn.noteAlign,v.textMargin=pn.noteMargin,v.valign="center";const b=kM(g,v),E=Math.round(b.map(_=>(_._groups||_)[0][0].getBBox().height).reduce((_,S)=>_+S));w.attr("height",E+2*pn.noteMargin),a.height+=E+2*pn.noteMargin,Wr.bumpVerticalPos(E+2*pn.noteMargin),a.stopy=a.starty+E+2*pn.noteMargin,a.stopx=a.startx+f.width,Wr.insert(a.startx,a.starty,a.stopx,a.stopy),Wr.models.addNote(a)},O9=i=>({fontFamily:i.messageFontFamily,fontSize:i.messageFontSize,fontWeight:i.messageFontWeight}),EM=i=>({fontFamily:i.noteFontFamily,fontSize:i.noteFontSize,fontWeight:i.noteFontWeight}),Sbt=i=>({fontFamily:i.actorFontFamily,fontSize:i.actorFontSize,fontWeight:i.actorFontWeight});function PQe(i,a){Wr.bumpVerticalPos(10);const{startx:f,stopx:g,message:w}=a,v=ei.splitBreaks(w).length,b=ao.calculateTextDimensions(w,O9(pn)),E=b.height/v;a.height+=E,Wr.bumpVerticalPos(E);let _,S=b.height-10;const I=b.width;if(f===g){_=Wr.getVerticalPos()+S,pn.rightAngles||(S+=pn.boxMargin,_=Wr.getVerticalPos()+S),S+=30;const B=ei.getMax(I/2,pn.width/2);Wr.insert(f-B,Wr.getVerticalPos()-10+S,g+B,Wr.getVerticalPos()+30+S)}else S+=pn.boxMargin,_=Wr.getVerticalPos()+S,Wr.insert(f,_-10,g,_);return Wr.bumpVerticalPos(S),a.height+=S,a.stopy=a.starty+a.height,Wr.insert(a.fromBounds,a.starty,a.toBounds,a.stopy),_}const NQe=function(i,a,f,g){const{startx:w,stopx:v,starty:b,message:E,type:_,sequenceIndex:S,sequenceVisible:I}=a,B=ao.calculateTextDimensions(E,O9(pn)),F=Kgt();F.x=w,F.y=b+10,F.width=v-w,F.class="messageText",F.dy="1em",F.text=E,F.fontFamily=pn.messageFontFamily,F.fontSize=pn.messageFontSize,F.fontWeight=pn.messageFontWeight,F.anchor=pn.messageAlign,F.valign="center",F.textMargin=pn.wrapPadding,F.tspan=!1,kM(i,F);const R=B.width;let q;w===v?pn.rightAngles?q=i.append("path").attr("d",`M ${w},${f} H ${w+ei.getMax(pn.width/2,R/2)} V ${f+25} H ${w}`):q=i.append("path").attr("d","M "+w+","+f+" C "+(w+60)+","+(f-10)+" "+(w+60)+","+(f+30)+" "+w+","+(f+20)):(q=i.append("line"),q.attr("x1",w),q.attr("y1",f),q.attr("x2",v),q.attr("y2",f)),_===g.db.LINETYPE.DOTTED||_===g.db.LINETYPE.DOTTED_CROSS||_===g.db.LINETYPE.DOTTED_POINT||_===g.db.LINETYPE.DOTTED_OPEN?(q.style("stroke-dasharray","3, 3"),q.attr("class","messageLine1")):q.attr("class","messageLine0");let X="";pn.arrowMarkerAbsolute&&(X=window.location.protocol+"//"+window.location.host+window.location.pathname+window.location.search,X=X.replace(/\(/g,"\\("),X=X.replace(/\)/g,"\\)")),q.attr("stroke-width",2),q.attr("stroke","none"),q.style("fill","none"),(_===g.db.LINETYPE.SOLID||_===g.db.LINETYPE.DOTTED)&&q.attr("marker-end","url("+X+"#arrowhead)"),(_===g.db.LINETYPE.SOLID_POINT||_===g.db.LINETYPE.DOTTED_POINT)&&q.attr("marker-end","url("+X+"#filled-head)"),(_===g.db.LINETYPE.SOLID_CROSS||_===g.db.LINETYPE.DOTTED_CROSS)&&q.attr("marker-end","url("+X+"#crosshead)"),(I||pn.showSequenceNumbers)&&(q.attr("marker-start","url("+X+"#sequencenumber)"),i.append("text").attr("x",w).attr("y",f+4).attr("font-family","sans-serif").attr("font-size","12px").attr("text-anchor","middle").attr("class","sequenceNumber").text(S))},FQe=function(i,a,f,g,w,v,b){let E=0,_=0,S,I=0;for(const B of g){const F=a[B],R=F.box;S&&S!=R&&(b||Wr.models.addBox(S),_+=pn.boxMargin+S.margin),R&&R!=S&&(b||(R.x=E+_,R.y=w),_+=R.margin),F.width=F.width||pn.width,F.height=ei.getMax(F.height||pn.height,pn.height),F.margin=F.margin||pn.actorMargin,I=ei.getMax(I,F.height),f[F.name]&&(_+=F.width/2),F.x=E+_,F.starty=Wr.getVerticalPos(),Wr.insert(F.x,w,F.x+F.width,F.height),E+=F.width+_,F.box&&(F.box.width=E+R.margin-F.box.x),_=F.margin,S=F.box,Wr.models.addActor(F)}S&&!b&&Wr.models.addBox(S),Wr.bumpVerticalPos(I)},Abt=function(i,a,f,g){if(g){let w=0;Wr.bumpVerticalPos(pn.boxMargin*2);for(const v of f){const b=a[v];b.stopy||(b.stopy=Wr.getVerticalPos());const E=Cf.drawActor(i,b,pn,!0);w=ei.getMax(w,E)}Wr.bumpVerticalPos(w+pn.boxMargin)}else for(const w of f){const v=a[w];Cf.drawActor(i,v,pn,!1)}},uqt=function(i,a,f,g){let w=0,v=0;for(const b of f){const E=a[b],_=$Qe(E),S=Cf.drawPopup(i,E,_,pn,pn.forceMenus,g);S.height>w&&(w=S.height),S.width+E.x>v&&(v=S.width+E.x)}return{maxHeight:w,maxWidth:v}},lqt=function(i){Td(pn,i),i.fontFamily&&(pn.actorFontFamily=pn.noteFontFamily=pn.messageFontFamily=i.fontFamily),i.fontSize&&(pn.actorFontSize=pn.noteFontSize=pn.messageFontSize=i.fontSize),i.fontWeight&&(pn.actorFontWeight=pn.noteFontWeight=pn.messageFontWeight=i.fontWeight)},hX=function(i){return Wr.activations.filter(function(a){return a.actor===i})},hqt=function(i,a){const f=a[i],g=hX(i),w=g.reduce(function(b,E){return ei.getMin(b,E.startx)},f.x+f.width/2-1),v=g.reduce(function(b,E){return ei.getMax(b,E.stopx)},f.x+f.width/2+1);return[w,v]};function h4(i,a,f,g,w){Wr.bumpVerticalPos(f);let v=g;if(a.id&&a.message&&i[a.id]){const b=i[a.id].width,E=O9(pn);a.message=ao.wrapLabel(`[${a.message}]`,b-2*pn.wrapPadding,E),a.width=b,a.wrap=!0;const _=ao.calculateTextDimensions(a.message,E),S=ei.getMax(_.height,pn.labelBoxHeight);v=g+S,Wt.debug(`${S} - ${a.message}`)}w(a),Wr.bumpVerticalPos(v)}function BQe(i,a,f,g,w,v,b){function E(S,I){S.x{Ct.add(Ft.from),Ct.add(Ft.to)}),q=q.filter(Ft=>Ct.has(Ft))}FQe(S,I,B,q,0,X,!1);const yt=VQe(X,I,pt,g);Cf.insertArrowHead(S),Cf.insertArrowCrossHead(S),Cf.insertArrowFilledHead(S),Cf.insertSequenceNumber(S);function mt(Ct,Ft){const _t=Wr.endActivation(Ct);_t.starty+18>Ft&&(_t.starty=Ft-6,Ft+=12),Cf.drawActivation(S,_t,Ft,pn,hX(Ct.from.actor).length),Wr.insert(_t.startx,Ft-10,_t.stopx,Ft)}let gt=1,ht=1;const bt=[],Z=[];X.forEach(function(Ct,Ft){let _t,xt,Gt;switch(Ct.type){case g.db.LINETYPE.NOTE:Wr.resetVerticalPos(),xt=Ct.noteModel,OQe(S,xt);break;case g.db.LINETYPE.ACTIVE_START:Wr.newActivation(Ct,S,I);break;case g.db.LINETYPE.ACTIVE_END:mt(Ct,Wr.getVerticalPos());break;case g.db.LINETYPE.LOOP_START:h4(yt,Ct,pn.boxMargin,pn.boxMargin+pn.boxTextMargin,Be=>Wr.newLoop(Be));break;case g.db.LINETYPE.LOOP_END:_t=Wr.endLoop(),Cf.drawLoop(S,_t,"loop",pn),Wr.bumpVerticalPos(_t.stopy-Wr.getVerticalPos()),Wr.models.addLoop(_t);break;case g.db.LINETYPE.RECT_START:h4(yt,Ct,pn.boxMargin,pn.boxMargin,Be=>Wr.newLoop(void 0,Be.message));break;case g.db.LINETYPE.RECT_END:_t=Wr.endLoop(),Z.push(_t),Wr.models.addLoop(_t),Wr.bumpVerticalPos(_t.stopy-Wr.getVerticalPos());break;case g.db.LINETYPE.OPT_START:h4(yt,Ct,pn.boxMargin,pn.boxMargin+pn.boxTextMargin,Be=>Wr.newLoop(Be));break;case g.db.LINETYPE.OPT_END:_t=Wr.endLoop(),Cf.drawLoop(S,_t,"opt",pn),Wr.bumpVerticalPos(_t.stopy-Wr.getVerticalPos()),Wr.models.addLoop(_t);break;case g.db.LINETYPE.ALT_START:h4(yt,Ct,pn.boxMargin,pn.boxMargin+pn.boxTextMargin,Be=>Wr.newLoop(Be));break;case g.db.LINETYPE.ALT_ELSE:h4(yt,Ct,pn.boxMargin+pn.boxTextMargin,pn.boxMargin,Be=>Wr.addSectionToLoop(Be));break;case g.db.LINETYPE.ALT_END:_t=Wr.endLoop(),Cf.drawLoop(S,_t,"alt",pn),Wr.bumpVerticalPos(_t.stopy-Wr.getVerticalPos()),Wr.models.addLoop(_t);break;case g.db.LINETYPE.PAR_START:case g.db.LINETYPE.PAR_OVER_START:h4(yt,Ct,pn.boxMargin,pn.boxMargin+pn.boxTextMargin,Be=>Wr.newLoop(Be)),Wr.saveVerticalPos();break;case g.db.LINETYPE.PAR_AND:h4(yt,Ct,pn.boxMargin+pn.boxTextMargin,pn.boxMargin,Be=>Wr.addSectionToLoop(Be));break;case g.db.LINETYPE.PAR_END:_t=Wr.endLoop(),Cf.drawLoop(S,_t,"par",pn),Wr.bumpVerticalPos(_t.stopy-Wr.getVerticalPos()),Wr.models.addLoop(_t);break;case g.db.LINETYPE.AUTONUMBER:gt=Ct.message.start||gt,ht=Ct.message.step||ht,Ct.message.visible?g.db.enableSequenceNumbers():g.db.disableSequenceNumbers();break;case g.db.LINETYPE.CRITICAL_START:h4(yt,Ct,pn.boxMargin,pn.boxMargin+pn.boxTextMargin,Be=>Wr.newLoop(Be));break;case g.db.LINETYPE.CRITICAL_OPTION:h4(yt,Ct,pn.boxMargin+pn.boxTextMargin,pn.boxMargin,Be=>Wr.addSectionToLoop(Be));break;case g.db.LINETYPE.CRITICAL_END:_t=Wr.endLoop(),Cf.drawLoop(S,_t,"critical",pn),Wr.bumpVerticalPos(_t.stopy-Wr.getVerticalPos()),Wr.models.addLoop(_t);break;case g.db.LINETYPE.BREAK_START:h4(yt,Ct,pn.boxMargin,pn.boxMargin+pn.boxTextMargin,Be=>Wr.newLoop(Be));break;case g.db.LINETYPE.BREAK_END:_t=Wr.endLoop(),Cf.drawLoop(S,_t,"break",pn),Wr.bumpVerticalPos(_t.stopy-Wr.getVerticalPos()),Wr.models.addLoop(_t);break;default:try{Gt=Ct.msgModel,Gt.starty=Wr.getVerticalPos(),Gt.sequenceIndex=gt,Gt.sequenceVisible=g.db.showSequenceNumbers();const Be=PQe(S,Gt);BQe(Ct,Gt,Be,Ft,I,B,F),bt.push({messageModel:Gt,lineStartY:Be}),Wr.models.addMessage(Gt)}catch(Be){Wt.error("error while drawing message",Be)}}[g.db.LINETYPE.SOLID_OPEN,g.db.LINETYPE.DOTTED_OPEN,g.db.LINETYPE.SOLID,g.db.LINETYPE.DOTTED,g.db.LINETYPE.SOLID_CROSS,g.db.LINETYPE.DOTTED_CROSS,g.db.LINETYPE.SOLID_POINT,g.db.LINETYPE.DOTTED_POINT].includes(Ct.type)&&(gt=gt+ht)}),Wt.debug("createdActors",B),Wt.debug("destroyedActors",F),Abt(S,I,q,!1),bt.forEach(Ct=>NQe(S,Ct.messageModel,Ct.lineStartY,g)),pn.mirrorActors&&Abt(S,I,q,!0),Z.forEach(Ct=>Cf.drawBackgroundRect(S,Ct)),aqt(S,I,q,pn),Wr.models.boxes.forEach(function(Ct){Ct.height=Wr.getVerticalPos()-Ct.y,Wr.insert(Ct.x,Ct.y,Ct.x+Ct.width,Ct.height),Ct.startx=Ct.x,Ct.starty=Ct.y,Ct.stopx=Ct.startx+Ct.width,Ct.stopy=Ct.starty+Ct.height,Ct.stroke="rgb(0,0,0, 0.5)",Cf.drawBox(S,Ct,pn)}),at&&Wr.bumpVerticalPos(pn.boxMargin);const ft=uqt(S,I,q,_),{bounds:Y}=Wr.getBounds();let Et=Y.stopy-Y.starty;Et{const b=i[v];b.wrap&&(b.description=ao.wrapLabel(b.description,pn.width-2*pn.wrapPadding,Sbt(pn)));const E=ao.calculateTextDimensions(b.description,Sbt(pn));b.width=b.wrap?pn.width:ei.getMax(pn.width,E.width+2*pn.wrapPadding),b.height=b.wrap?ei.getMax(E.height,pn.height):pn.height,g=ei.getMax(g,b.height)});for(const v in a){const b=i[v];if(!b)continue;const E=i[b.nextActor];if(!E){const B=a[v]+pn.actorMargin-b.width/2;b.margin=ei.getMax(B,pn.actorMargin);continue}const S=a[v]+pn.actorMargin-b.width/2-E.width/2;b.margin=ei.getMax(S,pn.actorMargin)}let w=0;return f.forEach(v=>{const b=O9(pn);let E=v.actorKeys.reduce((I,B)=>I+=i[B].width+(i[B].margin||0),0);E-=2*pn.boxTextMargin,v.wrap&&(v.name=ao.wrapLabel(v.name,E-2*pn.wrapPadding,b));const _=ao.calculateTextDimensions(v.name,b);w=ei.getMax(_.height,w);const S=ei.getMax(E,_.width+2*pn.wrapPadding);if(v.margin=pn.boxTextMargin,Ev.textMaxHeight=w),ei.getMax(g,pn.height)}const qQe=function(i,a,f){const g=a[i.from].x,w=a[i.to].x,v=i.wrap&&i.message;let b=ao.calculateTextDimensions(v?ao.wrapLabel(i.message,pn.width,EM(pn)):i.message,EM(pn));const E={width:v?pn.width:ei.getMax(pn.width,b.width+2*pn.noteMargin),height:0,startx:a[i.from].x,stopx:0,starty:0,stopy:0,message:i.message};return i.placement===f.db.PLACEMENT.RIGHTOF?(E.width=v?ei.getMax(pn.width,b.width):ei.getMax(a[i.from].width/2+a[i.to].width/2,b.width+2*pn.noteMargin),E.startx=g+(a[i.from].width+pn.actorMargin)/2):i.placement===f.db.PLACEMENT.LEFTOF?(E.width=v?ei.getMax(pn.width,b.width+2*pn.noteMargin):ei.getMax(a[i.from].width/2+a[i.to].width/2,b.width+2*pn.noteMargin),E.startx=g-E.width+(a[i.from].width-pn.actorMargin)/2):i.to===i.from?(b=ao.calculateTextDimensions(v?ao.wrapLabel(i.message,ei.getMax(pn.width,a[i.from].width),EM(pn)):i.message,EM(pn)),E.width=v?ei.getMax(pn.width,a[i.from].width):ei.getMax(a[i.from].width,pn.width,b.width+2*pn.noteMargin),E.startx=g+(a[i.from].width-E.width)/2):(E.width=Math.abs(g+a[i.from].width/2-(w+a[i.to].width/2))+pn.actorMargin,E.startx=g2,B=X=>E?-X:X;i.from===i.to?S=_:(i.activate&&!I&&(S+=B(pn.activationWidth/2-1)),[f.db.LINETYPE.SOLID_OPEN,f.db.LINETYPE.DOTTED_OPEN].includes(i.type)||(S+=B(3)));const F=[g,w,v,b],R=Math.abs(_-S);i.wrap&&i.message&&(i.message=ao.wrapLabel(i.message,ei.getMax(R+2*pn.wrapPadding,pn.width),O9(pn)));const q=ao.calculateTextDimensions(i.message,O9(pn));return{width:ei.getMax(i.wrap?0:q.width+2*pn.wrapPadding,R+2*pn.wrapPadding,pn.width),height:0,startx:_,stopx:S,starty:0,stopy:0,message:i.message,type:i.type,wrap:i.wrap,fromBounds:Math.min.apply(null,F),toBounds:Math.max.apply(null,F)}},VQe=function(i,a,f,g){const w={},v=[];let b,E,_;return i.forEach(function(S){switch(S.id=ao.random({length:10}),S.type){case g.db.LINETYPE.LOOP_START:case g.db.LINETYPE.ALT_START:case g.db.LINETYPE.OPT_START:case g.db.LINETYPE.PAR_START:case g.db.LINETYPE.PAR_OVER_START:case g.db.LINETYPE.CRITICAL_START:case g.db.LINETYPE.BREAK_START:v.push({id:S.id,msg:S.message,from:Number.MAX_SAFE_INTEGER,to:Number.MIN_SAFE_INTEGER,width:0});break;case g.db.LINETYPE.ALT_ELSE:case g.db.LINETYPE.PAR_AND:case g.db.LINETYPE.CRITICAL_OPTION:S.message&&(b=v.pop(),w[b.id]=b,w[S.id]=b,v.push(b));break;case g.db.LINETYPE.LOOP_END:case g.db.LINETYPE.ALT_END:case g.db.LINETYPE.OPT_END:case g.db.LINETYPE.PAR_END:case g.db.LINETYPE.CRITICAL_END:case g.db.LINETYPE.BREAK_END:b=v.pop(),w[b.id]=b;break;case g.db.LINETYPE.ACTIVE_START:{const B=a[S.from?S.from.actor:S.to.actor],F=hX(S.from?S.from.actor:S.to.actor).length,R=B.x+B.width/2+(F-1)*pn.activationWidth/2,q={startx:R,stopx:R+pn.activationWidth,actor:S.from.actor,enabled:!0};Wr.activations.push(q)}break;case g.db.LINETYPE.ACTIVE_END:{const B=Wr.activations.map(F=>F.actor).lastIndexOf(S.from.actor);delete Wr.activations.splice(B,1)[0]}break}S.placement!==void 0?(E=qQe(S,a,g),S.noteModel=E,v.forEach(B=>{b=B,b.from=ei.getMin(b.from,E.startx),b.to=ei.getMax(b.to,E.startx+E.width),b.width=ei.getMax(b.width,Math.abs(b.from-b.to))-pn.labelBoxWidth})):(_=HQe(S,a,g),S.msgModel=_,_.startx&&_.stopx&&v.length>0&&v.forEach(B=>{if(b=B,_.startx===_.stopx){const F=a[S.from],R=a[S.to];b.from=ei.getMin(F.x-_.width/2,F.x-F.width/2,b.from),b.to=ei.getMax(R.x+_.width/2,R.x+F.width/2,b.to),b.width=ei.getMax(b.width,Math.abs(b.to-b.from))-pn.labelBoxWidth}else b.from=ei.getMin(_.startx,b.from),b.to=ei.getMax(_.stopx,b.to),b.width=ei.getMax(b.width,_.width)-pn.labelBoxWidth}))}),Wr.activations=[],Wt.debug("Loop type widths:",w),w},UQe=Object.freeze(Object.defineProperty({__proto__:null,diagram:{parser:$Xe,db:rqt,renderer:{bounds:Wr,drawActors:Abt,drawActorsPopup:uqt,setConf:lqt,draw:RQe},styles:hQe,init:({wrap:i})=>{rqt.setWrap(i)}}},Symbol.toStringTag,{value:"Module"}));var Lbt=function(){var i=function(Ra,fr,An,Pn){for(An=An||{},Pn=Ra.length;Pn--;An[Ra[Pn]]=fr);return An},a=[1,17],f=[1,18],g=[1,19],w=[1,39],v=[1,40],b=[1,25],E=[1,23],_=[1,24],S=[1,31],I=[1,32],B=[1,33],F=[1,34],R=[1,35],q=[1,36],X=[1,26],rt=[1,27],at=[1,28],ut=[1,29],pt=[1,43],yt=[1,30],mt=[1,42],gt=[1,44],ht=[1,41],bt=[1,45],Z=[1,9],ft=[1,8,9],Y=[1,56],Et=[1,57],V=[1,58],Nt=[1,59],Dt=[1,60],jt=[1,61],Ct=[1,62],Ft=[1,8,9,39],_t=[1,74],xt=[1,8,9,12,13,21,37,39,42,59,60,61,62,63,64,65,70,72],Gt=[1,8,9,12,13,19,21,37,39,42,46,59,60,61,62,63,64,65,70,72,74,80,95,97,98],Be=[13,74,80,95,97,98],Ot=[13,64,65,74,80,95,97,98],vn=[13,59,60,61,62,63,74,80,95,97,98],Pe=[1,93],Ee=[1,110],nn=[1,108],sn=[1,102],me=[1,103],Fe=[1,104],Qt=[1,105],Ae=[1,106],Se=[1,107],Dn=[1,109],oe=[1,8,9,37,39,42],Pr=[1,8,9,21],we=[1,8,9,78],Ri=[1,8,9,21,73,74,78,80,81,82,83,84,85],yi={trace:function(){},yy:{},symbols_:{error:2,start:3,mermaidDoc:4,statements:5,graphConfig:6,CLASS_DIAGRAM:7,NEWLINE:8,EOF:9,statement:10,classLabel:11,SQS:12,STR:13,SQE:14,namespaceName:15,alphaNumToken:16,className:17,classLiteralName:18,GENERICTYPE:19,relationStatement:20,LABEL:21,namespaceStatement:22,classStatement:23,memberStatement:24,annotationStatement:25,clickStatement:26,styleStatement:27,cssClassStatement:28,noteStatement:29,direction:30,acc_title:31,acc_title_value:32,acc_descr:33,acc_descr_value:34,acc_descr_multiline_value:35,namespaceIdentifier:36,STRUCT_START:37,classStatements:38,STRUCT_STOP:39,NAMESPACE:40,classIdentifier:41,STYLE_SEPARATOR:42,members:43,CLASS:44,ANNOTATION_START:45,ANNOTATION_END:46,MEMBER:47,SEPARATOR:48,relation:49,NOTE_FOR:50,noteText:51,NOTE:52,direction_tb:53,direction_bt:54,direction_rl:55,direction_lr:56,relationType:57,lineType:58,AGGREGATION:59,EXTENSION:60,COMPOSITION:61,DEPENDENCY:62,LOLLIPOP:63,LINE:64,DOTTED_LINE:65,CALLBACK:66,LINK:67,LINK_TARGET:68,CLICK:69,CALLBACK_NAME:70,CALLBACK_ARGS:71,HREF:72,STYLE:73,ALPHA:74,stylesOpt:75,CSSCLASS:76,style:77,COMMA:78,styleComponent:79,NUM:80,COLON:81,UNIT:82,SPACE:83,BRKT:84,PCT:85,commentToken:86,textToken:87,graphCodeTokens:88,textNoTagsToken:89,TAGSTART:90,TAGEND:91,"==":92,"--":93,DEFAULT:94,MINUS:95,keywords:96,UNICODE_TEXT:97,BQUOTE_STR:98,$accept:0,$end:1},terminals_:{2:"error",7:"CLASS_DIAGRAM",8:"NEWLINE",9:"EOF",12:"SQS",13:"STR",14:"SQE",19:"GENERICTYPE",21:"LABEL",31:"acc_title",32:"acc_title_value",33:"acc_descr",34:"acc_descr_value",35:"acc_descr_multiline_value",37:"STRUCT_START",39:"STRUCT_STOP",40:"NAMESPACE",42:"STYLE_SEPARATOR",44:"CLASS",45:"ANNOTATION_START",46:"ANNOTATION_END",47:"MEMBER",48:"SEPARATOR",50:"NOTE_FOR",52:"NOTE",53:"direction_tb",54:"direction_bt",55:"direction_rl",56:"direction_lr",59:"AGGREGATION",60:"EXTENSION",61:"COMPOSITION",62:"DEPENDENCY",63:"LOLLIPOP",64:"LINE",65:"DOTTED_LINE",66:"CALLBACK",67:"LINK",68:"LINK_TARGET",69:"CLICK",70:"CALLBACK_NAME",71:"CALLBACK_ARGS",72:"HREF",73:"STYLE",74:"ALPHA",76:"CSSCLASS",78:"COMMA",80:"NUM",81:"COLON",82:"UNIT",83:"SPACE",84:"BRKT",85:"PCT",88:"graphCodeTokens",90:"TAGSTART",91:"TAGEND",92:"==",93:"--",94:"DEFAULT",95:"MINUS",96:"keywords",97:"UNICODE_TEXT",98:"BQUOTE_STR"},productions_:[0,[3,1],[3,1],[4,1],[6,4],[5,1],[5,2],[5,3],[11,3],[15,1],[15,2],[17,1],[17,1],[17,2],[17,2],[17,2],[10,1],[10,2],[10,1],[10,1],[10,1],[10,1],[10,1],[10,1],[10,1],[10,1],[10,1],[10,2],[10,2],[10,1],[22,4],[22,5],[36,2],[38,1],[38,2],[38,3],[23,1],[23,3],[23,4],[23,6],[41,2],[41,3],[25,4],[43,1],[43,2],[24,1],[24,2],[24,1],[24,1],[20,3],[20,4],[20,4],[20,5],[29,3],[29,2],[30,1],[30,1],[30,1],[30,1],[49,3],[49,2],[49,2],[49,1],[57,1],[57,1],[57,1],[57,1],[57,1],[58,1],[58,1],[26,3],[26,4],[26,3],[26,4],[26,4],[26,5],[26,3],[26,4],[26,4],[26,5],[26,4],[26,5],[26,5],[26,6],[27,3],[28,3],[75,1],[75,3],[77,1],[77,2],[79,1],[79,1],[79,1],[79,1],[79,1],[79,1],[79,1],[79,1],[79,1],[86,1],[86,1],[87,1],[87,1],[87,1],[87,1],[87,1],[87,1],[87,1],[89,1],[89,1],[89,1],[89,1],[16,1],[16,1],[16,1],[16,1],[18,1],[51,1]],performAction:function(fr,An,Pn,Bn,Te,be,Qe){var rn=be.length-1;switch(Te){case 8:this.$=be[rn-1];break;case 9:case 11:case 12:this.$=be[rn];break;case 10:case 13:this.$=be[rn-1]+be[rn];break;case 14:case 15:this.$=be[rn-1]+"~"+be[rn]+"~";break;case 16:Bn.addRelation(be[rn]);break;case 17:be[rn-1].title=Bn.cleanupLabel(be[rn]),Bn.addRelation(be[rn-1]);break;case 27:this.$=be[rn].trim(),Bn.setAccTitle(this.$);break;case 28:case 29:this.$=be[rn].trim(),Bn.setAccDescription(this.$);break;case 30:Bn.addClassesToNamespace(be[rn-3],be[rn-1]);break;case 31:Bn.addClassesToNamespace(be[rn-4],be[rn-1]);break;case 32:this.$=be[rn],Bn.addNamespace(be[rn]);break;case 33:this.$=[be[rn]];break;case 34:this.$=[be[rn-1]];break;case 35:be[rn].unshift(be[rn-2]),this.$=be[rn];break;case 37:Bn.setCssClass(be[rn-2],be[rn]);break;case 38:Bn.addMembers(be[rn-3],be[rn-1]);break;case 39:Bn.setCssClass(be[rn-5],be[rn-3]),Bn.addMembers(be[rn-5],be[rn-1]);break;case 40:this.$=be[rn],Bn.addClass(be[rn]);break;case 41:this.$=be[rn-1],Bn.addClass(be[rn-1]),Bn.setClassLabel(be[rn-1],be[rn]);break;case 42:Bn.addAnnotation(be[rn],be[rn-2]);break;case 43:this.$=[be[rn]];break;case 44:be[rn].push(be[rn-1]),this.$=be[rn];break;case 45:break;case 46:Bn.addMember(be[rn-1],Bn.cleanupLabel(be[rn]));break;case 47:break;case 48:break;case 49:this.$={id1:be[rn-2],id2:be[rn],relation:be[rn-1],relationTitle1:"none",relationTitle2:"none"};break;case 50:this.$={id1:be[rn-3],id2:be[rn],relation:be[rn-1],relationTitle1:be[rn-2],relationTitle2:"none"};break;case 51:this.$={id1:be[rn-3],id2:be[rn],relation:be[rn-2],relationTitle1:"none",relationTitle2:be[rn-1]};break;case 52:this.$={id1:be[rn-4],id2:be[rn],relation:be[rn-2],relationTitle1:be[rn-3],relationTitle2:be[rn-1]};break;case 53:Bn.addNote(be[rn],be[rn-1]);break;case 54:Bn.addNote(be[rn]);break;case 55:Bn.setDirection("TB");break;case 56:Bn.setDirection("BT");break;case 57:Bn.setDirection("RL");break;case 58:Bn.setDirection("LR");break;case 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75:this.$=be[rn-4],Bn.setLink(be[rn-3],be[rn-2],be[rn]),Bn.setTooltip(be[rn-3],be[rn-1]);break;case 78:this.$=be[rn-3],Bn.setClickEvent(be[rn-2],be[rn-1],be[rn]);break;case 79:this.$=be[rn-4],Bn.setClickEvent(be[rn-3],be[rn-2],be[rn-1]),Bn.setTooltip(be[rn-3],be[rn]);break;case 80:this.$=be[rn-3],Bn.setLink(be[rn-2],be[rn]);break;case 81:this.$=be[rn-4],Bn.setLink(be[rn-3],be[rn-1],be[rn]);break;case 82:this.$=be[rn-4],Bn.setLink(be[rn-3],be[rn-1]),Bn.setTooltip(be[rn-3],be[rn]);break;case 83:this.$=be[rn-5],Bn.setLink(be[rn-4],be[rn-2],be[rn]),Bn.setTooltip(be[rn-4],be[rn-1]);break;case 84:this.$=be[rn-2],Bn.setCssStyle(be[rn-1],be[rn]);break;case 85:Bn.setCssClass(be[rn-1],be[rn]);break;case 86:this.$=[be[rn]];break;case 87:be[rn-2].push(be[rn]),this.$=be[rn-2];break;case 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Pn=new Error(fr);throw Pn.hash=An,Pn}},parse:function(fr){var An=this,Pn=[0],Bn=[],Te=[null],be=[],Qe=this.table,rn="",yn=0,ja=0,mo=2,vo=1,ma=be.slice.call(arguments,1),$a=Object.create(this.lexer),gs={yy:{}};for(var Nu in this.yy)Object.prototype.hasOwnProperty.call(this.yy,Nu)&&(gs.yy[Nu]=this.yy[Nu]);$a.setInput(fr,gs.yy),gs.yy.lexer=$a,gs.yy.parser=this,typeof $a.yylloc>"u"&&($a.yylloc={});var ta=$a.yylloc;be.push(ta);var l1=$a.options&&$a.options.ranges;typeof gs.yy.parseError=="function"?this.parseError=gs.yy.parseError:this.parseError=Object.getPrototypeOf(this).parseError;function _2(){var na;return na=Bn.pop()||$a.lex()||vo,typeof na!="number"&&(na instanceof Array&&(Bn=na,na=Bn.pop()),na=An.symbols_[na]||na),na}for(var ll,Ac,pc,ka,du={},ea,co,bc,oa;;){if(Ac=Pn[Pn.length-1],this.defaultActions[Ac]?pc=this.defaultActions[Ac]:((ll===null||typeof ll>"u")&&(ll=_2()),pc=Qe[Ac]&&Qe[Ac][ll]),typeof pc>"u"||!pc.length||!pc[0]){var va="";oa=[];for(ea in 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this.yy=An||this.yy||{},this._input=fr,this._more=this._backtrack=this.done=!1,this.yylineno=this.yyleng=0,this.yytext=this.matched=this.match="",this.conditionStack=["INITIAL"],this.yylloc={first_line:1,first_column:0,last_line:1,last_column:0},this.options.ranges&&(this.yylloc.range=[0,0]),this.offset=0,this},input:function(){var fr=this._input[0];this.yytext+=fr,this.yyleng++,this.offset++,this.match+=fr,this.matched+=fr;var An=fr.match(/(?:\r\n?|\n).*/g);return An?(this.yylineno++,this.yylloc.last_line++):this.yylloc.last_column++,this.options.ranges&&this.yylloc.range[1]++,this._input=this._input.slice(1),fr},unput:function(fr){var An=fr.length,Pn=fr.split(/(?:\r\n?|\n)/g);this._input=fr+this._input,this.yytext=this.yytext.substr(0,this.yytext.length-An),this.offset-=An;var Bn=this.match.split(/(?:\r\n?|\n)/g);this.match=this.match.substr(0,this.match.length-1),this.matched=this.matched.substr(0,this.matched.length-1),Pn.length-1&&(this.yylineno-=Pn.length-1);var Te=this.yylloc.range;return this.yylloc={first_line:this.yylloc.first_line,last_line:this.yylineno+1,first_column:this.yylloc.first_column,last_column:Pn?(Pn.length===Bn.length?this.yylloc.first_column:0)+Bn[Bn.length-Pn.length].length-Pn[0].length:this.yylloc.first_column-An},this.options.ranges&&(this.yylloc.range=[Te[0],Te[0]+this.yyleng-An]),this.yyleng=this.yytext.length,this},more:function(){return this._more=!0,this},reject:function(){if(this.options.backtrack_lexer)this._backtrack=!0;else return this.parseError("Lexical error on line "+(this.yylineno+1)+`. You can only invoke reject() in the lexer when the lexer is of the backtracking persuasion (options.backtrack_lexer = true). +`+this.showPosition(),{text:"",token:null,line:this.yylineno});return this},less:function(fr){this.unput(this.match.slice(fr))},pastInput:function(){var fr=this.matched.substr(0,this.matched.length-this.match.length);return(fr.length>20?"...":"")+fr.substr(-20).replace(/\n/g,"")},upcomingInput:function(){var fr=this.match;return fr.length<20&&(fr+=this._input.substr(0,20-fr.length)),(fr.substr(0,20)+(fr.length>20?"...":"")).replace(/\n/g,"")},showPosition:function(){var fr=this.pastInput(),An=new Array(fr.length+1).join("-");return fr+this.upcomingInput()+` +`+An+"^"},test_match:function(fr,An){var Pn,Bn,Te;if(this.options.backtrack_lexer&&(Te={yylineno:this.yylineno,yylloc:{first_line:this.yylloc.first_line,last_line:this.last_line,first_column:this.yylloc.first_column,last_column:this.yylloc.last_column},yytext:this.yytext,match:this.match,matches:this.matches,matched:this.matched,yyleng:this.yyleng,offset:this.offset,_more:this._more,_input:this._input,yy:this.yy,conditionStack:this.conditionStack.slice(0),done:this.done},this.options.ranges&&(Te.yylloc.range=this.yylloc.range.slice(0))),Bn=fr[0].match(/(?:\r\n?|\n).*/g),Bn&&(this.yylineno+=Bn.length),this.yylloc={first_line:this.yylloc.last_line,last_line:this.yylineno+1,first_column:this.yylloc.last_column,last_column:Bn?Bn[Bn.length-1].length-Bn[Bn.length-1].match(/\r?\n?/)[0].length:this.yylloc.last_column+fr[0].length},this.yytext+=fr[0],this.match+=fr[0],this.matches=fr,this.yyleng=this.yytext.length,this.options.ranges&&(this.yylloc.range=[this.offset,this.offset+=this.yyleng]),this._more=!1,this._backtrack=!1,this._input=this._input.slice(fr[0].length),this.matched+=fr[0],Pn=this.performAction.call(this,this.yy,this,An,this.conditionStack[this.conditionStack.length-1]),this.done&&this._input&&(this.done=!1),Pn)return Pn;if(this._backtrack){for(var be in Te)this[be]=Te[be];return!1}return!1},next:function(){if(this.done)return this.EOF;this._input||(this.done=!0);var fr,An,Pn,Bn;this._more||(this.yytext="",this.match="");for(var Te=this._currentRules(),be=0;beAn[0].length)){if(An=Pn,Bn=be,this.options.backtrack_lexer){if(fr=this.test_match(Pn,Te[be]),fr!==!1)return fr;if(this._backtrack){An=!1;continue}else return!1}else if(!this.options.flex)break}return An?(fr=this.test_match(An,Te[Bn]),fr!==!1?fr:!1):this._input===""?this.EOF:this.parseError("Lexical error on line "+(this.yylineno+1)+`. Unrecognized text. +`+this.showPosition(),{text:"",token:null,line:this.yylineno})},lex:function(){var An=this.next();return An||this.lex()},begin:function(An){this.conditionStack.push(An)},popState:function(){var An=this.conditionStack.length-1;return An>0?this.conditionStack.pop():this.conditionStack[0]},_currentRules:function(){return this.conditionStack.length&&this.conditionStack[this.conditionStack.length-1]?this.conditions[this.conditionStack[this.conditionStack.length-1]].rules:this.conditions.INITIAL.rules},topState:function(An){return An=this.conditionStack.length-1-Math.abs(An||0),An>=0?this.conditionStack[An]:"INITIAL"},pushState:function(An){this.begin(An)},stateStackSize:function(){return this.conditionStack.length},options:{},performAction:function(An,Pn,Bn,Te){switch(Bn){case 0:return 53;case 1:return 54;case 2:return 55;case 3:return 56;case 4:break;case 5:break;case 6:return this.begin("acc_title"),31;case 7:return this.popState(),"acc_title_value";case 8:return this.begin("acc_descr"),33;case 9:return this.popState(),"acc_descr_value";case 10:this.begin("acc_descr_multiline");break;case 11:this.popState();break;case 12:return"acc_descr_multiline_value";case 13:return 8;case 14:break;case 15:return 7;case 16:return 7;case 17:return"EDGE_STATE";case 18:this.begin("callback_name");break;case 19:this.popState();break;case 20:this.popState(),this.begin("callback_args");break;case 21:return 70;case 22:this.popState();break;case 23:return 71;case 24:this.popState();break;case 25:return"STR";case 26:this.begin("string");break;case 27:return 73;case 28:return this.begin("namespace"),40;case 29:return this.popState(),8;case 30:break;case 31:return this.begin("namespace-body"),37;case 32:return this.popState(),39;case 33:return"EOF_IN_STRUCT";case 34:return 8;case 35:break;case 36:return"EDGE_STATE";case 37:return this.begin("class"),44;case 38:return this.popState(),8;case 39:break;case 40:return this.popState(),this.popState(),39;case 41:return this.begin("class-body"),37;case 42:return this.popState(),39;case 43:return"EOF_IN_STRUCT";case 44:return"EDGE_STATE";case 45:return"OPEN_IN_STRUCT";case 46:break;case 47:return"MEMBER";case 48:return 76;case 49:return 66;case 50:return 67;case 51:return 69;case 52:return 50;case 53:return 52;case 54:return 45;case 55:return 46;case 56:return 72;case 57:this.popState();break;case 58:return"GENERICTYPE";case 59:this.begin("generic");break;case 60:this.popState();break;case 61:return"BQUOTE_STR";case 62:this.begin("bqstring");break;case 63:return 68;case 64:return 68;case 65:return 68;case 66:return 68;case 67:return 60;case 68:return 60;case 69:return 62;case 70:return 62;case 71:return 61;case 72:return 59;case 73:return 63;case 74:return 64;case 75:return 65;case 76:return 21;case 77:return 42;case 78:return 95;case 79:return"DOT";case 80:return"PLUS";case 81:return 81;case 82:return 78;case 83:return 84;case 84:return 84;case 85:return 85;case 86:return"EQUALS";case 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this.popState(),xt.yytext=xt.yytext.slice(0,-8).trim(),25;case 35:return this.popState(),xt.yytext=xt.yytext.slice(0,-10).trim(),26;case 36:return this.popState(),xt.yytext=xt.yytext.slice(0,-8).trim(),24;case 37:return this.popState(),xt.yytext=xt.yytext.slice(0,-8).trim(),25;case 38:return this.popState(),xt.yytext=xt.yytext.slice(0,-10).trim(),26;case 39:return 44;case 40:return 45;case 41:return 46;case 42:return 47;case 43:this.pushState("STATE_STRING");break;case 44:return this.pushState("STATE_ID"),"AS";case 45:return this.popState(),"ID";case 46:this.popState();break;case 47:return"STATE_DESCR";case 48:return 18;case 49:this.popState();break;case 50:return this.popState(),this.pushState("struct"),19;case 51:break;case 52:return this.popState(),20;case 53:break;case 54:return this.begin("NOTE"),28;case 55:return this.popState(),this.pushState("NOTE_ID"),52;case 56:return this.popState(),this.pushState("NOTE_ID"),53;case 57:this.popState(),this.pushState("FLOATING_NOTE");break;case 58:return this.popState(),this.pushState("FLOATING_NOTE_ID"),"AS";case 59:break;case 60:return"NOTE_TEXT";case 61:return this.popState(),"ID";case 62:return this.popState(),this.pushState("NOTE_TEXT"),23;case 63:return this.popState(),xt.yytext=xt.yytext.substr(2).trim(),30;case 64:return this.popState(),xt.yytext=xt.yytext.slice(0,-8).trim(),30;case 65:return 6;case 66:return 6;case 67:return 15;case 68:return 50;case 69:return 23;case 70:return xt.yytext=xt.yytext.trim(),13;case 71:return 14;case 72:return 27;case 73:return 51;case 74:return 5;case 75:return"INVALID"}},rules:[/^(?:default\b)/i,/^(?:.*direction\s+TB[^\n]*)/i,/^(?:.*direction\s+BT[^\n]*)/i,/^(?:.*direction\s+RL[^\n]*)/i,/^(?:.*direction\s+LR[^\n]*)/i,/^(?:%%(?!\{)[^\n]*)/i,/^(?:[^\}]%%[^\n]*)/i,/^(?:[\n]+)/i,/^(?:[\s]+)/i,/^(?:((?!\n)\s)+)/i,/^(?:#[^\n]*)/i,/^(?:%[^\n]*)/i,/^(?:scale\s+)/i,/^(?:\d+)/i,/^(?:\s+width\b)/i,/^(?:accTitle\s*:\s*)/i,/^(?:(?!\n||)*[^\n]*)/i,/^(?:accDescr\s*:\s*)/i,/^(?:(?!\n||)*[^\n]*)/i,/^(?:accDescr\s*\{\s*)/i,/^(?:[\}])/i,/^(?:[^\}]*)/i,/^(?:classDef\s+)/i,/^(?:DEFAULT\s+)/i,/^(?:\w+\s+)/i,/^(?:[^\n]*)/i,/^(?:class\s+)/i,/^(?:(\w+)+((,\s*\w+)*))/i,/^(?:[^\n]*)/i,/^(?:scale\s+)/i,/^(?:\d+)/i,/^(?:\s+width\b)/i,/^(?:state\s+)/i,/^(?:.*<>)/i,/^(?:.*<>)/i,/^(?:.*<>)/i,/^(?:.*\[\[fork\]\])/i,/^(?:.*\[\[join\]\])/i,/^(?:.*\[\[choice\]\])/i,/^(?:.*direction\s+TB[^\n]*)/i,/^(?:.*direction\s+BT[^\n]*)/i,/^(?:.*direction\s+RL[^\n]*)/i,/^(?:.*direction\s+LR[^\n]*)/i,/^(?:["])/i,/^(?:\s*as\s+)/i,/^(?:[^\n\{]*)/i,/^(?:["])/i,/^(?:[^"]*)/i,/^(?:[^\n\s\{]+)/i,/^(?:\n)/i,/^(?:\{)/i,/^(?:%%(?!\{)[^\n]*)/i,/^(?:\})/i,/^(?:[\n])/i,/^(?:note\s+)/i,/^(?:left of\b)/i,/^(?:right of\b)/i,/^(?:")/i,/^(?:\s*as\s*)/i,/^(?:["])/i,/^(?:[^"]*)/i,/^(?:[^\n]*)/i,/^(?:\s*[^:\n\s\-]+)/i,/^(?:\s*:[^:\n;]+)/i,/^(?:[\s\S]*?end note\b)/i,/^(?:stateDiagram\s+)/i,/^(?:stateDiagram-v2\s+)/i,/^(?:hide empty description\b)/i,/^(?:\[\*\])/i,/^(?:[^:\n\s\-\{]+)/i,/^(?:\s*:[^:\n;]+)/i,/^(?:-->)/i,/^(?:--)/i,/^(?::::)/i,/^(?:$)/i,/^(?:.)/i],conditions:{LINE:{rules:[9,10],inclusive:!1},struct:{rules:[9,10,22,26,32,39,40,41,42,51,52,53,54,68,69,70,71,72],inclusive:!1},FLOATING_NOTE_ID:{rules:[61],inclusive:!1},FLOATING_NOTE:{rules:[58,59,60],inclusive:!1},NOTE_TEXT:{rules:[63,64],inclusive:!1},NOTE_ID:{rules:[62],inclusive:!1},NOTE:{rules:[55,56,57],inclusive:!1},CLASS_STYLE:{rules:[28],inclusive:!1},CLASS:{rules:[27],inclusive:!1},CLASSDEFID:{rules:[25],inclusive:!1},CLASSDEF:{rules:[23,24],inclusive:!1},acc_descr_multiline:{rules:[20,21],inclusive:!1},acc_descr:{rules:[18],inclusive:!1},acc_title:{rules:[16],inclusive:!1},SCALE:{rules:[13,14,30,31],inclusive:!1},ALIAS:{rules:[],inclusive:!1},STATE_ID:{rules:[45],inclusive:!1},STATE_STRING:{rules:[46,47],inclusive:!1},FORK_STATE:{rules:[],inclusive:!1},STATE:{rules:[9,10,33,34,35,36,37,38,43,44,48,49,50],inclusive:!1},ID:{rules:[9,10],inclusive:!1},INITIAL:{rules:[0,1,2,3,4,5,6,7,8,10,11,12,15,17,19,22,26,29,32,50,54,65,66,67,68,69,70,71,73,74,75],inclusive:!0}}};return 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g=="object"&&g.forEach(S=>zbt(_,S.trim()))),w&&(sg.states[_].note=w,sg.states[_].note.text=ei.sanitizeText(sg.states[_].note.text,Re())),v&&(Wt.info("Setting state classes",_,v),(typeof v=="string"?[v]:v).forEach(I=>qbt(_,I.trim()))),b&&(Wt.info("Setting state styles",_,b),(typeof b=="string"?[b]:b).forEach(I=>HJe(_,I.trim()))),E&&(Wt.info("Setting state styles",_,b),(typeof E=="string"?[E]:E).forEach(I=>VJe(_,I.trim())))},Bqt=function(i){yX={root:Nqt()},sg=yX.root,pB=0,gB=Oqt(),i||Wg()},bB=function(i){return sg.states[i]},PJe=function(){return sg.states},NJe=function(){Wt.info("Documents = ",yX)},FJe=function(){return sg.relations};function jbt(i=""){let a=i;return i===Rbt&&(pB++,a=`${Aqt}${pB}`),a}function $bt(i="",a=dB){return i===Rbt?Aqt:a}function BJe(i=""){let a=i;return i===Lqt&&(pB++,a=`${Mqt}${pB}`),a}function RJe(i="",a=dB){return i===Lqt?Mqt:a}function jJe(i,a,f){let g=jbt(i.id.trim()),w=$bt(i.id.trim(),i.type),v=jbt(a.id.trim()),b=$bt(a.id.trim(),a.type);F9(g,w,i.doc,i.description,i.note,i.classes,i.styles,i.textStyles),F9(v,b,a.doc,a.description,a.note,a.classes,a.styles,a.textStyles),sg.relations.push({id1:g,id2:v,relationTitle:ei.sanitizeText(f,Re())})}const Rqt=function(i,a,f){if(typeof i=="object")jJe(i,a,f);else{const g=jbt(i.trim()),w=$bt(i),v=BJe(a.trim()),b=RJe(a);F9(g,w),F9(v,b),sg.relations.push({id1:g,id2:v,title:ei.sanitizeText(f,Re())})}},zbt=function(i,a){const f=sg.states[i],g=a.startsWith(":")?a.replace(":","").trim():a;f.descriptions.push(ei.sanitizeText(g,Re()))},$Je=function(i){return i.substring(0,1)===":"?i.substr(2).trim():i.trim()},zJe=()=>(Fqt++,"divider-id-"+Fqt),jqt=function(i,a=""){gB[i]===void 0&&(gB[i]={id:i,styles:[],textStyles:[]});const f=gB[i];a!=null&&a.split(SJe).forEach(g=>{const w=g.replace(/([^;]*);/,"$1").trim();if(g.match(Dqt)){const b=w.replace(Iqt,_Je).replace(Dqt,Iqt);f.textStyles.push(b)}f.styles.push(w)})},qJe=function(){return gB},qbt=function(i,a){i.split(",").forEach(function(f){let g=bB(f);if(g===void 0){const w=f.trim();F9(w),g=bB(w)}g.classes.push(a)})},HJe=function(i,a){const f=bB(i);f!==void 0&&f.textStyles.push(a)},VJe=function(i,a){const f=bB(i);f!==void 0&&f.textStyles.push(a)},$x={getConfig:()=>Re().state,addState:F9,clear:Bqt,getState:bB,getStates:PJe,getRelations:FJe,getClasses:qJe,getDirection:()=>Pqt,addRelation:Rqt,getDividerId:zJe,setDirection:i=>{Pqt=i},cleanupLabel:$Je,lineType:AJe,relationType:LJe,logDocuments:NJe,getRootDoc:DJe,setRootDoc:MJe,getRootDocV2:IJe,extract:OJe,trimColon:i=>i&&i[0]===":"?i.substr(1).trim():i.trim(),getAccTitle:Yg,setAccTitle:ng,getAccDescription:Qg,setAccDescription:Xg,addStyleClass:jqt,setCssClass:qbt,addDescription:zbt,setDiagramTitle:y2,getDiagramTitle:Jg},$qt=i=>` +defs #statediagram-barbEnd { + fill: ${i.transitionColor}; + stroke: ${i.transitionColor}; + } +g.stateGroup text { + fill: ${i.nodeBorder}; + stroke: none; + font-size: 10px; +} +g.stateGroup text { + fill: ${i.textColor}; + stroke: none; + font-size: 10px; + +} +g.stateGroup .state-title { + font-weight: bolder; + fill: ${i.stateLabelColor}; +} + +g.stateGroup rect { + fill: ${i.mainBkg}; + stroke: ${i.nodeBorder}; +} + +g.stateGroup line { + stroke: ${i.lineColor}; + stroke-width: 1; +} + +.transition { + stroke: ${i.transitionColor}; + stroke-width: 1; + fill: none; +} + +.stateGroup .composit { + fill: ${i.background}; + border-bottom: 1px +} + +.stateGroup .alt-composit { + fill: #e0e0e0; + border-bottom: 1px +} + +.state-note { + stroke: ${i.noteBorderColor}; + fill: ${i.noteBkgColor}; + + text { + fill: ${i.noteTextColor}; + stroke: none; + font-size: 10px; + } +} + +.stateLabel .box { + stroke: none; + stroke-width: 0; + fill: ${i.mainBkg}; + opacity: 0.5; +} + +.edgeLabel .label rect { + fill: ${i.labelBackgroundColor}; + opacity: 0.5; +} +.edgeLabel .label text { + fill: ${i.transitionLabelColor||i.tertiaryTextColor}; +} +.label div .edgeLabel { + color: ${i.transitionLabelColor||i.tertiaryTextColor}; +} + +.stateLabel text { + fill: ${i.stateLabelColor}; + font-size: 10px; + font-weight: bold; +} + +.node circle.state-start { + fill: ${i.specialStateColor}; + stroke: ${i.specialStateColor}; +} + +.node .fork-join { + fill: ${i.specialStateColor}; + stroke: ${i.specialStateColor}; +} + +.node circle.state-end { + fill: ${i.innerEndBackground}; + stroke: ${i.background}; + stroke-width: 1.5 +} +.end-state-inner { + fill: ${i.compositeBackground||i.background}; + // stroke: ${i.background}; + stroke-width: 1.5 +} + +.node rect { + fill: ${i.stateBkg||i.mainBkg}; + stroke: ${i.stateBorder||i.nodeBorder}; + stroke-width: 1px; +} +.node polygon { + fill: ${i.mainBkg}; + stroke: ${i.stateBorder||i.nodeBorder};; + stroke-width: 1px; +} +#statediagram-barbEnd { + fill: ${i.lineColor}; +} + +.statediagram-cluster rect { + fill: ${i.compositeTitleBackground}; + stroke: ${i.stateBorder||i.nodeBorder}; + stroke-width: 1px; +} + +.cluster-label, .nodeLabel { + color: ${i.stateLabelColor}; +} + +.statediagram-cluster rect.outer { + rx: 5px; + ry: 5px; +} +.statediagram-state .divider { + stroke: ${i.stateBorder||i.nodeBorder}; +} + +.statediagram-state .title-state { + rx: 5px; + ry: 5px; +} +.statediagram-cluster.statediagram-cluster .inner { + fill: ${i.compositeBackground||i.background}; +} +.statediagram-cluster.statediagram-cluster-alt .inner { + fill: ${i.altBackground?i.altBackground:"#efefef"}; +} + +.statediagram-cluster .inner { + rx:0; + ry:0; +} + +.statediagram-state rect.basic { + rx: 5px; + ry: 5px; +} +.statediagram-state rect.divider { + stroke-dasharray: 10,10; + fill: ${i.altBackground?i.altBackground:"#efefef"}; +} + +.note-edge { + stroke-dasharray: 5; +} + +.statediagram-note rect { + fill: ${i.noteBkgColor}; + stroke: ${i.noteBorderColor}; + stroke-width: 1px; + rx: 0; + ry: 0; +} +.statediagram-note rect { + fill: ${i.noteBkgColor}; + stroke: ${i.noteBorderColor}; + stroke-width: 1px; + rx: 0; + ry: 0; +} + +.statediagram-note text { + fill: ${i.noteTextColor}; +} + +.statediagram-note .nodeLabel { + color: ${i.noteTextColor}; +} +.statediagram .edgeLabel { + color: red; // ${i.noteTextColor}; +} + +#dependencyStart, #dependencyEnd { + fill: ${i.lineColor}; + stroke: ${i.lineColor}; + stroke-width: 1; +} + +.statediagramTitleText { + text-anchor: middle; + font-size: 18px; + fill: ${i.textColor}; +} +`,Hbt={},UJe=(i,a)=>{Hbt[i]=a},GJe=i=>Hbt[i],zqt=()=>Object.keys(Hbt),KJe={get:GJe,set:UJe,keys:zqt,size:()=>zqt().length},WJe=i=>i.append("circle").attr("class","start-state").attr("r",Re().state.sizeUnit).attr("cx",Re().state.padding+Re().state.sizeUnit).attr("cy",Re().state.padding+Re().state.sizeUnit),YJe=i=>i.append("line").style("stroke","grey").style("stroke-dasharray","3").attr("x1",Re().state.textHeight).attr("class","divider").attr("x2",Re().state.textHeight*2).attr("y1",0).attr("y2",0),XJe=(i,a)=>{const f=i.append("text").attr("x",2*Re().state.padding).attr("y",Re().state.textHeight+2*Re().state.padding).attr("font-size",Re().state.fontSize).attr("class","state-title").text(a.id),g=f.node().getBBox();return i.insert("rect",":first-child").attr("x",Re().state.padding).attr("y",Re().state.padding).attr("width",g.width+2*Re().state.padding).attr("height",g.height+2*Re().state.padding).attr("rx",Re().state.radius),f},QJe=(i,a)=>{const f=function(F,R,q){const 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r,s,o,h,d,m,k,T;for(o=Rt(Ht(t.b.Kc().Pb())),k=Rt(Ht(Kgn(e.b))),r=Rd(Ma(t.a),k-n),s=Rd(Ma(e.a),n-o),T=Ei(r,s),Rd(T,1/(k-o)),this.a=T,this.b=new ge,d=!0,h=t.b.Kc(),h.Pb();h.Ob();)m=Rt(Ht(h.Pb())),d&&m-n>dlt&&(this.b.Fc(n),d=!1),this.b.Fc(m);d&&this.b.Fc(n)}function Q6n(t){var e,n,r,s;if(p8n(t,t.n),t.d.c.length>0){for(BC(t.c);A6t(t,u(et(new J(t.e.a)),125))>5,e&=31,r>=t.d)return t.e<0?(Gd(),Dve):(Gd(),lA);if(o=t.d-r,s=Vt(Or,ii,28,o+1,15,1),q3n(s,o,t.a,r,e),t.e<0){for(n=0;n0&&t.a[n]<<32-e){for(n=0;n=0?!1:(n=w5((rl(),Fa),s,e),n?(r=n.Ik(),(r>1||r==-1)&&Im(Ro(Fa,n))!=3):!0)):!1}function ekn(t,e,n,r){var s,o,h,d,m;return d=Xo(u(Lt((!e.b&&(e.b=new En(gr,e,4,7)),e.b),0),84)),m=Xo(u(Lt((!e.c&&(e.c=new En(gr,e,5,8)),e.c),0),84)),es(d)==es(m)||qy(m,d)?null:(h=kI(e),h==n?r:(o=u(tr(t.a,h),10),o&&(s=o.e,s)?s:null))}function nkn(t,e,n){var r,s,o,h,d;for(n.Ug("Longest path to source layering",1),t.a=e,d=t.a.a,t.b=Vt(Or,ii,28,d.c.length,15,1),r=0,h=new J(d);h.a0&&(n[0]+=t.d,h-=n[0]),n[2]>0&&(n[2]+=t.d,h-=n[2]),o=b.Math.max(0,h),n[1]=b.Math.max(n[1],h),y3t(t,yu,s.c+r.b+n[0]-(n[1]-h)/2,n),e==yu&&(t.c.b=o,t.c.c=s.c+r.b+(o-h)/2)}function Nde(){this.c=Vt(wa,Io,28,(ve(),ot(st(go,1),$c,64,0,[gc,Hn,Jn,vr,Gn])).length,15,1),this.b=Vt(wa,Io,28,ot(st(go,1),$c,64,0,[gc,Hn,Jn,vr,Gn]).length,15,1),this.a=Vt(wa,Io,28,ot(st(go,1),$c,64,0,[gc,Hn,Jn,vr,Gn]).length,15,1),Ewt(this.c,ns),Ewt(this.b,Vs),Ewt(this.a,Vs)}function ru(t,e,n){var r,s,o,h;if(e<=n?(s=e,o=n):(s=n,o=e),r=0,t.b==null)t.b=Vt(Or,ii,28,2,15,1),t.b[0]=s,t.b[1]=o,t.c=!0;else{if(r=t.b.length,t.b[r-1]+1==s){t.b[r-1]=o;return}h=Vt(Or,ii,28,r+2,15,1),Wc(t.b,0,h,0,r),t.b=h,t.b[r-1]>=s&&(t.c=!1,t.a=!1),t.b[r++]=s,t.b[r]=o,t.c||h5(t)}}function ckn(t,e,n){var r,s,o,h,d,m,k;for(k=e.d,t.a=new bu(k.c.length),t.c=new Er,d=new J(k);d.a=0?t.Lh(k,!1,!0):Zm(t,n,!1),61));t:for(o=A.Kc();o.Ob();){for(s=u(o.Pb(),58),T=0;T1;)r3(s,s.i-1);return r}function Bde(t,e){var n,r,s,o,h,d,m;for(n=new V4,o=new J(t.b);o.at.d[h.p]&&(n+=f3t(t.b,o),Ab(t.a,fe(o)));for(;!RC(t.a);)U3t(t.b,u(V6(t.a),17).a)}return n}function gkn(t){var e,n,r,s,o,h,d,m,k;for(t.a=new ivt,k=0,s=0,r=new J(t.i.b);r.ad.d&&(T=d.d+d.a+k));n.c.d=T,e.a.zc(n,e),m=b.Math.max(m,n.c.d+n.c.a)}return m}function ko(){ko=V,yG=new ky("COMMENTS",0),zh=new ky("EXTERNAL_PORTS",1),vA=new ky("HYPEREDGES",2),xG=new ky("HYPERNODES",3),ST=new ky("NON_FREE_PORTS",4),j5=new ky("NORTH_SOUTH_PORTS",5),yA=new ky(c2e,6),CT=new ky("CENTER_LABELS",7),_T=new ky("END_LABELS",8),kG=new ky("PARTITIONS",9)}function bkn(t,e,n,r,s){return r<0?(r=l5(t,s,ot(st(Ne,1),le,2,6,[Pct,Nct,Fct,Bct,xk,Rct,jct,$ct,zct,qct,Hct,Vct]),e),r<0&&(r=l5(t,s,ot(st(Ne,1),le,2,6,["Jan","Feb","Mar","Apr",xk,"Jun","Jul","Aug","Sep","Oct","Nov","Dec"]),e)),r<0?!1:(n.k=r,!0)):r>0?(n.k=r-1,!0):!1}function wkn(t,e,n,r,s){return r<0?(r=l5(t,s,ot(st(Ne,1),le,2,6,[Pct,Nct,Fct,Bct,xk,Rct,jct,$ct,zct,qct,Hct,Vct]),e),r<0&&(r=l5(t,s,ot(st(Ne,1),le,2,6,["Jan","Feb","Mar","Apr",xk,"Jun","Jul","Aug","Sep","Oct","Nov","Dec"]),e)),r<0?!1:(n.k=r,!0)):r>0?(n.k=r-1,!0):!1}function mkn(t,e,n,r,s,o){var h,d,m,k;if(d=32,r<0){if(e[0]>=t.length||(d=qa(t,e[0]),d!=43&&d!=45)||(++e[0],r=qH(t,e),r<0))return!1;d==45&&(r=-r)}return d==32&&e[0]-n==2&&s.b==2&&(m=new b$,k=m.q.getFullYear()-Hb+Hb-80,h=k%100,o.a=r==h,r+=(k/100|0)*100+(r=0?Fb(t):__(Fb(Ep(t)))),hA[e]=K$(Rf(t,e),0)?Fb(Rf(t,e)):__(Fb(Ep(Rf(t,e)))),t=Qa(t,5);for(;e=k&&(m=r);m&&(T=b.Math.max(T,m.a.o.a)),T>N&&(A=k,N=T)}return A}function Tkn(t){var e,n,r,s,o,h,d;for(o=new dp(u(Hr(new mh),50)),d=Vs,n=new J(t.d);n.aP2e?Ms(m,t.b):r<=P2e&&r>N2e?Ms(m,t.d):r<=N2e&&r>F2e?Ms(m,t.c):r<=F2e&&Ms(m,t.a),o=qde(t,m,o);return s}function Hde(t,e,n,r){var s,o,h,d,m,k;for(s=(r.c+r.a)/2,Zl(e.j),Zr(e.j,s),Zl(n.e),Zr(n.e,s),k=new lWt,d=new J(t.f);d.a1,d&&(r=new se(s,n.b),Zr(e.a,r)),$_(e.a,ot(st(ua,1),le,8,0,[N,A]))}function Q6t(t,e,n){var r,s;for(e=48;n--)xL[n]=n-48<<24>>24;for(r=70;r>=65;r--)xL[r]=r-65+10<<24>>24;for(s=102;s>=97;s--)xL[s]=s-97+10<<24>>24;for(o=0;o<10;o++)YK[o]=48+o&js;for(t=10;t<=15;t++)YK[t]=65+t-10&js}function Akn(t,e){e.Ug("Process graph bounds",1),Zt(t,(zi(),M1t),zD(rat(Py(new ln(null,new gn(t.b,16)),new FZ)))),Zt(t,D1t,zD(rat(Py(new ln(null,new gn(t.b,16)),new BZ)))),Zt(t,nLt,zD(nat(Py(new ln(null,new gn(t.b,16)),new RZ)))),Zt(t,rLt,zD(nat(Py(new ln(null,new gn(t.b,16)),new pR)))),e.Vg()}function Lkn(t){var e,n,r,s,o;s=u(K(t,(Me(),Sw)),21),o=u(K(t,zG),21),n=new se(t.f.a+t.d.b+t.d.c,t.f.b+t.d.d+t.d.a),e=new eo(n),s.Hc((Kl(),z3))&&(r=u(K(t,LT),8),o.Hc((Dl(),KT))&&(r.a<=0&&(r.a=20),r.b<=0&&(r.b=20)),e.a=b.Math.max(n.a,r.a),e.b=b.Math.max(n.b,r.b)),Ie(De(K(t,t1t)))||s7n(t,n,e)}function Mkn(t,e){var n,r,s,o;for(o=fc(e,(ve(),vr)).Kc();o.Ob();)r=u(o.Pb(),12),n=u(K(r,(ae(),ml)),10),n&&Hf(Of(If(Pf(Df(new Qh,0),.1),t.i[e.p].d),t.i[n.p].a));for(s=fc(e,Hn).Kc();s.Ob();)r=u(s.Pb(),12),n=u(K(r,(ae(),ml)),10),n&&Hf(Of(If(Pf(Df(new Qh,0),.1),t.i[n.p].d),t.i[e.p].a))}function Kot(t){var e,n,r,s,o,h;if(!t.c){if(h=new VR,e=wL,o=e.a.zc(t,e),o==null){for(r=new Zn(Gc(t));r.e!=r.i.gc();)n=u(sr(r),89),s=sV(n),At(s,90)&&bs(h,Kot(u(s,29))),Mr(h,n);e.a.Bc(t)!=null,e.a.gc()==0}C2n(h),Uy(h),t.c=new B4((u(Lt(Xt((Tb(),Fn).o),15),19),h.i),h.g),Sl(t).b&=-33}return t.c}function Z6t(t){var e;if(t.c!=10)throw nt(new Yr(Qr((Ur(),lU))));switch(e=t.a,e){case 110:e=10;break;case 114:e=13;break;case 116:e=9;break;case 92:case 124:case 46:case 94:case 45:case 63:case 42:case 43:case 123:case 125:case 40:case 41:case 91:case 93:break;default:throw nt(new Yr(Qr((Ur(),jh))))}return e}function Kde(t){var e,n,r,s,o;if(t.l==0&&t.m==0&&t.h==0)return"0";if(t.h==tP&&t.m==0&&t.l==0)return"-9223372036854775808";if(t.h>>19)return"-"+Kde(c7(t));for(n=t,r="";!(n.l==0&&n.m==0&&n.h==0);){if(s=Est(mV),n=Okt(n,s,!0),e=""+bWt(Wb),!(n.l==0&&n.m==0&&n.h==0))for(o=9-e.length;o>0;o--)e="0"+e;r=e+r}return r}function Dkn(t){var e,n,r,s,o,h,d;for(e=!1,n=0,s=new J(t.d.b);s.a=t.a||!Fxt(e,n))return-1;if($E(u(r.Kb(e),20)))return 1;for(s=0,h=u(r.Kb(e),20).Kc();h.Ob();)if(o=u(h.Pb(),18),m=o.c.i==e?o.d.i:o.c.i,d=tkt(t,m,n,r),d==-1||(s=b.Math.max(s,d),s>t.c-1))return-1;return s+1}function Wde(t,e){var n,r,s,o,h,d;if($t(e)===$t(t))return!0;if(!At(e,15)||(r=u(e,15),d=t.gc(),r.gc()!=d))return!1;if(h=r.Kc(),t.Yi()){for(n=0;n0){if(t._j(),e!=null){for(o=0;o>24;case 97:case 98:case 99:case 100:case 101:case 102:return t-97+10<<24>>24;case 65:case 66:case 67:case 68:case 69:case 70:return t-65+10<<24>>24;default:throw nt(new Nd("Invalid hexadecimal"))}}function eV(){eV=V,R9t=new I4("SPIRAL",0),P9t=new I4("LINE_BY_LINE",1),N9t=new I4("MANHATTAN",2),O9t=new I4("JITTER",3),Nht=new I4("QUADRANTS_LINE_BY_LINE",4),B9t=new I4("QUADRANTS_MANHATTAN",5),F9t=new I4("QUADRANTS_JITTER",6),I9t=new I4("COMBINE_LINE_BY_LINE_MANHATTAN",7),D9t=new I4("COMBINE_JITTER_MANHATTAN",8)}function Xde(t,e,n,r){var s,o,h,d,m,k;for(m=mot(t,n),k=mot(e,n),s=!1;m&&k&&(r||Amn(m,k,n));)h=mot(m,n),d=mot(k,n),BI(e),BI(t),o=m.c,vct(m,!1),vct(k,!1),n?(Xy(e,k.p,o),e.p=k.p,Xy(t,m.p+1,o),t.p=m.p):(Xy(t,m.p,o),t.p=m.p,Xy(e,k.p+1,o),e.p=k.p),Ca(m,null),Ca(k,null),m=h,k=d,s=!0;return s}function Qde(t){switch(t.g){case 0:return new Het;case 1:return new zet;case 3:return new TYt;case 4:return new FJ;case 5:return new JJt;case 6:return new qet;case 2:return new $et;case 7:return new Cj;case 8:return new _j;default:throw nt(new zn("No implementation is available for the layerer "+(t.f!=null?t.f:""+t.g)))}}function Bkn(t,e,n,r){var s,o,h,d,m;for(s=!1,o=!1,d=new J(r.j);d.a=e.length)throw nt(new No("Greedy SwitchDecider: Free layer not in graph."));this.c=e[t],this.e=new oI(r),Jst(this.e,this.c,(ve(),Gn)),this.i=new oI(r),Jst(this.i,this.c,Jn),this.f=new pte(this.c),this.a=!o&&s.i&&!s.s&&this.c[0].k==(Un(),Ds),this.a&&Q3n(this,t,e.length)}function Zde(t,e){var n,r,s,o,h,d;o=!t.B.Hc((Dl(),ON)),h=t.B.Hc(jdt),t.a=new Rue(h,o,t.c),t.n&&Oyt(t.a.n,t.n),Vnt(t.g,(_1(),yu),t.a),e||(r=new sS(1,o,t.c),r.n.a=t.k,U6(t.p,(ve(),Hn),r),s=new sS(1,o,t.c),s.n.d=t.k,U6(t.p,vr,s),d=new sS(0,o,t.c),d.n.c=t.k,U6(t.p,Gn,d),n=new sS(0,o,t.c),n.n.b=t.k,U6(t.p,Jn,n))}function jkn(t){var e,n,r;switch(e=u(K(t.d,(Me(),Rg)),223),e.g){case 2:n=SCn(t);break;case 3:n=(r=new ge,xs(Ai(Go(lc(lc(new ln(null,new gn(t.d.b,16)),new cJ),new uJ),new Q9),new JQ),new PVt(r)),r);break;default:throw nt(new Fo("Compaction not supported for "+e+" edges."))}Y7n(t,n),Oa(new ui(t.g),new IVt(t))}function $kn(t,e){var n,r,s,o,h,d,m;if(e.Ug("Process 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o=0,e=rf(t),e.kk()&&(o|=4),t.Bb&al&&(o|=2),At(t,102)?(n=u(t,19),s=wo(n),n.Bb&Pc&&(o|=32),s&&(ur(Ny(s)),o|=8,h=s.t,(h>1||h==-1)&&(o|=16),s.Bb&Pc&&(o|=64)),n.Bb&fo&&(o|=b3),o|=Uf):At(e,468)?o|=512:(r=e.kk(),r&&r.i&1&&(o|=256)),t.Bb&512&&(o|=128),o}function t8n(t,e){var n;return t.f==Jdt?(n=Im(Ro((rl(),Fa),e)),t.e?n==4&&e!=(bk(),n8)&&e!=(bk(),e8)&&e!=(bk(),Zdt)&&e!=(bk(),t0t):n==2):t.d&&(t.d.Hc(e)||t.d.Hc(Q6(Ro((rl(),Fa),e)))||t.d.Hc(w5((rl(),Fa),t.b,e)))?!0:t.f&&z6t((rl(),t.f),mI(Ro(Fa,e)))?(n=Im(Ro(Fa,e)),t.e?n==4:n==2):!1}function e8n(t){var e,n,r,s,o,h,d,m,k,T,A,N,j;for(N=-1,j=0,k=t,T=0,A=k.length;T0&&++j;++N}return j}function n8n(t,e,n,r){var s,o,h,d,m,k,T,A;return h=u(ne(n,(si(),Yk)),8),m=h.a,T=h.b+t,s=b.Math.atan2(T,m),s<0&&(s+=pw),s+=e,s>pw&&(s-=pw),d=u(ne(r,Yk),8),k=d.a,A=d.b+t,o=b.Math.atan2(A,k),o<0&&(o+=pw),o+=e,o>pw&&(o-=pw),K1(),$f(1e-10),b.Math.abs(s-o)<=1e-10||s==o||isNaN(s)&&isNaN(o)?0:so?1:vm(isNaN(s),isNaN(o))}function Xot(t){var e,n,r,s,o,h,d;for(d=new Er,r=new 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r,s,o,h,d,m,k,T,A,N;for(T=new Oz(new xD(n)),d=Vt(Fl,B0,28,t.f.e.c.length,16,1),lyt(d,d.length),n[e.a]=0,k=new J(t.f.e);k.a=0&&!a5(t,T,A);)--A;s[T]=A}for(j=0;j=0&&!a5(t,d,U);)--d;o[U]=d}for(m=0;me[N]&&Nr[m]&&rV(t,m,N,!1,!0)}function Skt(t){var e,n,r,s,o,h,d,m;n=Ie(De(K(t,(Vf(),s3e)))),o=t.a.c.d,d=t.a.d.d,n?(h=Rd(ra(new se(d.a,d.b),o),.5),m=Rd(Ma(t.e),.5),e=ra(Ei(new se(o.a,o.b),h),m),Bmt(t.d,e)):(s=Rt(Ht(K(t.a,g3e))),r=t.d,o.a>=d.a?o.b>=d.b?(r.a=d.a+(o.a-d.a)/2+s,r.b=d.b+(o.b-d.b)/2-s-t.e.b):(r.a=d.a+(o.a-d.a)/2+s,r.b=o.b+(d.b-o.b)/2+s):o.b>=d.b?(r.a=o.a+(d.a-o.a)/2+s,r.b=d.b+(o.b-d.b)/2+s):(r.a=o.a+(d.a-o.a)/2+s,r.b=o.b+(d.b-o.b)/2-s-t.e.b))}function _S(t){var e,n,r,s,o,h,d,m;if(!t.f){if(m=new UR,d=new UR,e=wL,h=e.a.zc(t,e),h==null){for(o=new Zn(Ko(t));o.e!=o.i.gc();)s=u(sr(o),29),bs(m,_S(s));e.a.Bc(t)!=null,e.a.gc()==0}for(r=(!t.s&&(t.s=new Jt(Ku,t,21,17)),new Zn(t.s));r.e!=r.i.gc();)n=u(sr(r),179),At(n,102)&&Mr(d,u(n,19));Uy(d),t.r=new 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e,n,r,s,o,h,d,m,k,T,A,N;for(t.b=!1,A=ns,m=Vs,N=ns,k=Vs,r=t.e.a.ec().Kc();r.Ob();)for(n=u(r.Pb(),272),s=n.a,A=b.Math.min(A,s.c),m=b.Math.max(m,s.c+s.b),N=b.Math.min(N,s.d),k=b.Math.max(k,s.d+s.a),h=new J(n.c);h.at.o.a&&(T=(m-t.o.a)/2,d.b=b.Math.max(d.b,T),d.c=b.Math.max(d.c,T))}}function u7n(t){var e,n,r,s,o,h,d,m;for(o=new ire,$rn(o,(sk(),CEe)),r=(s=tat(t,Vt(Ne,le,2,0,6,1)),new $r(new hl(new trt(t,s).b)));r.bd?1:-1:W4t(t.a,e.a,o),s==-1)A=-m,T=h==m?Cst(e.a,d,t.a,o):Sst(e.a,d,t.a,o);else if(A=h,h==m){if(s==0)return Gd(),lA;T=Cst(t.a,o,e.a,d)}else T=Sst(t.a,o,e.a,d);return k=new H2(A,T.length,T),I_(k),k}function l7n(t,e){var n,r,s,o;if(o=K0e(e),!e.c&&(e.c=new Jt(kl,e,9,9)),xs(new ln(null,(!e.c&&(e.c=new Jt(kl,e,9,9)),new gn(e.c,16))),new ZHt(o)),s=u(K(o,(ae(),uu)),21),n9n(e,s),s.Hc((ko(),zh)))for(r=new Zn((!e.c&&(e.c=new Jt(kl,e,9,9)),e.c));r.e!=r.i.gc();)n=u(sr(r),123),D9n(t,e,o,n);return u(ne(e,(Me(),Sw)),181).gc()!=0&&jde(e,o),Ie(De(K(o,YSt)))&&s.Fc(kG),Ui(o,ZP)&&KKt(new 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n,r,s,o,h,d,m,k,T,A,N,j,U,W,tt,ct,Tt,St,Bt,Kt,ie,Ce,en,Je,On;for(Kt=t.c,ie=e.c,n=Wo(Kt.a,t,0),r=Wo(ie.a,e,0),St=u(Wm(t,(xo(),vl)).Kc().Pb(),12),Je=u(Wm(t,xu).Kc().Pb(),12),Bt=u(Wm(e,vl).Kc().Pb(),12),On=u(Wm(e,xu).Kc().Pb(),12),ct=Hd(St.e),Ce=Hd(Je.g),Tt=Hd(Bt.e),en=Hd(On.g),Xy(t,r,ie),h=Tt,T=0,U=h.length;TT?new G2((E1(),F3),n,e,k-T):k>0&&T>0&&(new G2((E1(),F3),e,n,0),new G2(F3,n,e,0))),h)}function w7n(t,e,n){var r,s,o;for(t.a=new ge,o=_r(e.b,0);o.b!=o.d.c;){for(s=u(Tr(o),39);u(K(s,(xc(),o0)),17).a>t.a.c.length-1;)pe(t.a,new Ys(E5,l7t));r=u(K(s,o0),17).a,n==(Rs(),Ho)||n==Jo?(s.e.aRt(Ht(u(Oe(t.a,r),42).b))&&ue(u(Oe(t.a,r),42),s.e.a+s.f.a)):(s.e.bRt(Ht(u(Oe(t.a,r),42).b))&&ue(u(Oe(t.a,r),42),s.e.b+s.f.b))}}function dge(t,e,n,r){var s,o,h,d,m,k,T;if(o=oH(r),d=Ie(De(K(r,(Me(),HSt)))),(d||Ie(De(K(t,FG))))&&!R4(u(K(t,ms),101)))s=ck(o),m=wkt(t,n,n==(xo(),xu)?s:lO(s));else switch(m=new 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J(T.e);o.a1)throw nt(new zn(SP));m||(o=S0(e,r.Kc().Pb()),h.Fc(o))}return P4t(t,e6t(t,e,n),h)}function uV(t,e,n){var r,s,o,h,d,m,k,T;if(Dg(t.e,e))m=(bo(),u(e,69).xk()?new xz(e,t):new YD(e,t)),HH(m.c,m.b),h_(m,u(n,16));else{for(T=Au(t.e.Dh(),e),r=u(t.g,124),h=0;h"}m!=null&&(e.a+=""+m)}else t.e?(d=t.e.zb,d!=null&&(e.a+=""+d)):(e.a+="?",t.b?(e.a+=" super ",dct(t.b,e)):t.f&&(e.a+=" extends ",dct(t.f,e)))}function T7n(t){t.b=null,t.a=null,t.o=null,t.q=null,t.v=null,t.w=null,t.B=null,t.p=null,t.Q=null,t.R=null,t.S=null,t.T=null,t.U=null,t.V=null,t.W=null,t.bb=null,t.eb=null,t.ab=null,t.H=null,t.db=null,t.c=null,t.d=null,t.f=null,t.n=null,t.r=null,t.s=null,t.u=null,t.G=null,t.J=null,t.e=null,t.j=null,t.i=null,t.g=null,t.k=null,t.t=null,t.F=null,t.I=null,t.L=null,t.M=null,t.O=null,t.P=null,t.$=null,t.N=null,t.Z=null,t.cb=null,t.K=null,t.D=null,t.A=null,t.C=null,t._=null,t.fb=null,t.X=null,t.Y=null,t.gb=!1,t.hb=!1}function C7n(t){var e,n,r,s;if(r=Cct((!t.c&&(t.c=TI(Oc(t.f))),t.c),0),t.e==0||t.a==0&&t.f!=-1&&t.e<0)return r;if(e=y4t(t)<0?1:0,n=t.e,s=(r.length+1+b.Math.abs(Xs(t.e)),new L4),e==1&&(s.a+="-"),t.e>0)if(n-=r.length-e,n>=0){for(s.a+="0.";n>xw.length;n-=xw.length)cte(s,xw);GJt(s,xw,Xs(n)),ni(s,(qn(e,r.length+1),r.substr(e)))}else n=e-n,ni(s,Ch(r,e,Xs(n))),s.a+=".",ni(s,vyt(r,Xs(n)));else{for(ni(s,(qn(e,r.length+1),r.substr(e)));n<-xw.length;n+=xw.length)cte(s,xw);GJt(s,xw,Xs(-n))}return s.a}function gct(t){var e,n,r,s,o,h,d,m,k;return!(t.k!=(Un(),Ts)||t.j.c.length<=1||(o=u(K(t,(Me(),ms)),101),o==(xa(),lu))||(s=(Yy(),(t.q?t.q:(wn(),wn(),j0))._b(Tv)?r=u(K(t,Tv),203):r=u(K(Ia(t),AA),203),r),s==KG)||!(s==Y5||s==W5)&&(h=Rt(Ht(Wy(t,LA))),e=u(K(t,eN),140),!e&&(e=new nvt(h,h,h,h)),k=fc(t,(ve(),Gn)),m=e.d+e.a+(k.gc()-1)*h,m>t.o.b||(n=fc(t,Jn),d=e.d+e.a+(n.gc()-1)*h,d>t.o.b)))}function _7n(t,e){var n,r,s,o,h,d,m,k,T,A,N,j,U,W,tt;e.Ug("Orthogonal edge 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n,r,s,o,h,d,m,k,T,A,N,j,U,W,tt,ct,Tt,St,Bt,Kt,ie,Ce;r=Rt(Ht(K(e,(Me(),GSt)))),Kt=u(K(e,MA),17).a,N=4,s=3,ie=20/Kt,j=!1,m=0,h=ki;do{for(o=m!=1,A=m!=0,Ce=0,tt=t.a,Tt=0,Bt=tt.length;TtKt)?(m=2,h=ki):m==0?(m=1,h=Ce):(m=0,h=Ce)):(j=Ce>=h||h-Ce0?1:vm(isNaN(r),isNaN(0)))>=0^($f(e0),(b.Math.abs(d)<=e0||d==0||isNaN(d)&&isNaN(0)?0:d<0?-1:d>0?1:vm(isNaN(d),isNaN(0)))>=0)?b.Math.max(d,r):($f(e0),(b.Math.abs(r)<=e0||r==0||isNaN(r)&&isNaN(0)?0:r<0?-1:r>0?1:vm(isNaN(r),isNaN(0)))>0?b.Math.sqrt(d*d+r*r):-b.Math.sqrt(d*d+r*r))}function cw(t,e){var n,r,s,o,h,d;if(e){if(!t.a&&(t.a=new i$),t.e==2){r$(t.a,e);return}if(e.e==1){for(s=0;s=fo?Lo(n,v5t(r)):IE(n,r&js),h=new nst(10,null,0),yun(t.a,h,d-1)):(n=(h.Mm().length+o,new jC),Lo(n,h.Mm())),e.e==0?(r=e.Km(),r>=fo?Lo(n,v5t(r)):IE(n,r&js)):Lo(n,e.Mm()),u(h,530).b=n.a}}function j7n(t,e,n){var r,s,o,h,d,m,k,T,A,N,j,U,W,tt;if(!n.dc()){for(d=0,N=0,r=n.Kc(),U=u(r.Pb(),17).a;d1&&(m=k.Hg(m,t.a,d));return m.c.length==1?u(Oe(m,m.c.length-1),238):m.c.length==2?A7n((mn(0,m.c.length),u(m.c[0],238)),(mn(1,m.c.length),u(m.c[1],238)),h,o):null}function H7n(t,e,n){var r,s,o,h,d,m,k;for(n.Ug("Find roots",1),t.a.c.length=0,s=_r(e.b,0);s.b!=s.d.c;)r=u(Tr(s),39),r.b.b==0&&(Zt(r,(zi(),i2),(Nn(),!0)),pe(t.a,r));switch(t.a.c.length){case 0:o=new pat(0,e,"DUMMY_ROOT"),Zt(o,(zi(),i2),(Nn(),!0)),Zt(o,A1t,!0),Zr(e.b,o);break;case 1:break;default:for(h=new pat(0,e,QV),m=new J(t.a);m.a=b.Math.abs(r.b)?(r.b=0,o.d+o.a>h.d&&o.dh.c&&o.c0){if(e=new tmt(t.i,t.g),n=t.i,o=n<100?null:new bb(n),t.Tj())for(r=0;r0){for(d=t.g,k=t.i,B_(t),o=k<100?null:new bb(k),r=0;r>13|(t.m&15)<<9,s=t.m>>4&8191,o=t.m>>17|(t.h&255)<<5,h=(t.h&1048320)>>8,d=e.l&8191,m=e.l>>13|(e.m&15)<<9,k=e.m>>4&8191,T=e.m>>17|(e.h&255)<<5,A=(e.h&1048320)>>8,en=n*d,Je=r*d,On=s*d,Mn=o*d,er=h*d,m!=0&&(Je+=n*m,On+=r*m,Mn+=s*m,er+=o*m),k!=0&&(On+=n*k,Mn+=r*k,er+=s*k),T!=0&&(Mn+=n*T,er+=r*T),A!=0&&(er+=n*A),j=en&Il,U=(Je&511)<<13,N=j+U,tt=en>>22,ct=Je>>9,Tt=(On&262143)<<4,St=(Mn&31)<<17,W=tt+ct+Tt+St,Kt=On>>18,ie=Mn>>5,Ce=(er&4095)<<8,Bt=Kt+ie+Ce,W+=N>>22,N&=Il,Bt+=W>>22,W&=Il,Bt&=Og,ku(N,W,Bt)}function Cge(t){var e,n,r,s,o,h,d;if(d=u(Oe(t.j,0),12),d.g.c.length!=0&&d.e.c.length!=0)throw nt(new Fo("Interactive layout does not support NORTH/SOUTH ports with incoming _and_ outgoing edges."));if(d.g.c.length!=0){for(o=ns,n=new J(d.g);n.a4)if(t.fk(e)){if(t.al()){if(s=u(e,54),r=s.Eh(),m=r==t.e&&(t.ml()?s.yh(s.Fh(),t.il())==t.jl():-1-s.Fh()==t.Lj()),t.nl()&&!m&&!r&&s.Jh()){for(o=0;o0&&Cfe(t,d,A);for(s=new J(A);s.at.d[h.p]&&(n+=f3t(t.b,o)*u(m.b,17).a,Ab(t.a,fe(o)));for(;!RC(t.a);)U3t(t.b,u(V6(t.a),17).a)}return n}function W7n(t,e){var n,r,s,o,h,d,m,k,T,A;if(T=u(K(t,(ae(),_c)),64),r=u(Oe(t.j,0),12),T==(ve(),Hn)?Qs(r,vr):T==vr&&Qs(r,Hn),u(K(e,(Me(),Sw)),181).Hc((Kl(),Fw))){if(m=Rt(Ht(K(t,OT))),k=Rt(Ht(K(t,PT))),h=Rt(Ht(K(t,O3))),d=u(K(e,D3),21),d.Hc((wl(),$g)))for(n=k,A=t.o.a/2-r.n.a,o=new J(r.f);o.a0&&(k=t.n.a/o);break;case 2:case 4:s=t.i.o.b,s>0&&(k=t.n.b/s)}Zt(t,(ae(),yv),k)}if(m=t.o,h=t.a,r)h.a=r.a,h.b=r.b,t.d=!0;else if(e!=md&&e!=c2&&d!=gc)switch(d.g){case 1:h.a=m.a/2;break;case 2:h.a=m.a,h.b=m.b/2;break;case 3:h.a=m.a/2,h.b=m.b;break;case 4:h.b=m.b/2}else h.a=m.a/2,h.b=m.b/2}function LS(t){var e,n,r,s,o,h,d,m,k,T;if(t.Pj())if(T=t.Ej(),m=t.Qj(),T>0)if(e=new T4t(t.pj()),n=T,o=n<100?null:new bb(n),rI(t,n,e.g),s=n==1?t.Ij(4,Lt(e,0),null,0,m):t.Ij(6,e,null,-1,m),t.Mj()){for(r=new Zn(e);r.e!=r.i.gc();)o=t.Oj(sr(r),o);o?(o.nj(s),o.oj()):t.Jj(s)}else o?(o.nj(s),o.oj()):t.Jj(s);else rI(t,t.Ej(),t.Fj()),t.Jj(t.Ij(6,(wn(),so),null,-1,m));else if(t.Mj())if(T=t.Ej(),T>0){for(d=t.Fj(),k=T,rI(t,T,d),o=k<100?null:new bb(k),r=0;r1&&Zu(h)*Vl(h)/2>d[0]){for(o=0;od[o];)++o;U=new vp(W,0,o+1),A=new Dq(U),T=Zu(h)/Vl(h),m=Ect(A,e,new k6,n,r,s,T),Ei(y1(A.e),m),z6(S7(N,A),K7),j=new vp(W,o+1,W.c.length),cxt(N,j),W.c.length=0,k=0,Cte(d,d.length,0)}else tt=N.b.c.length==0?null:Oe(N.b,0),tt!=null&&Qst(N,0),k>0&&(d[k]=d[k-1]),d[k]+=Zu(h)*Vl(h),++k,In(W.c,h);return W}function tTn(t,e){var n,r,s,o;n=e.b,o=new fl(n.j),s=0,r=n.j,r.c.length=0,Sm(u(J2(t.b,(ve(),Hn),(Hm(),wv)),15),n),s=pO(o,s,new nR,r),Sm(u(J2(t.b,Hn,Jb),15),n),s=pO(o,s,new J9,r),Sm(u(J2(t.b,Hn,bv),15),n),Sm(u(J2(t.b,Jn,wv),15),n),Sm(u(J2(t.b,Jn,Jb),15),n),s=pO(o,s,new rR,r),Sm(u(J2(t.b,Jn,bv),15),n),Sm(u(J2(t.b,vr,wv),15),n),s=pO(o,s,new iR,r),Sm(u(J2(t.b,vr,Jb),15),n),s=pO(o,s,new sR,r),Sm(u(J2(t.b,vr,bv),15),n),Sm(u(J2(t.b,Gn,wv),15),n),s=pO(o,s,new ZB,r),Sm(u(J2(t.b,Gn,Jb),15),n),Sm(u(J2(t.b,Gn,bv),15),n)}function eTn(t,e,n){var r,s,o,h,d,m,k,T,A,N,j;for(d=new J(e);d.a.5?ct-=h*2*(U-.5):U<.5&&(ct+=o*2*(.5-U)),s=d.d.b,cttt.a-W-T&&(ct=tt.a-W-T),d.n.a=e+ct}}function sTn(t){var e,n,r,s,o;if(r=u(K(t,(Me(),Du)),171),r==(Ph(),t2)){for(n=new nr(ir(ca(t).a.Kc(),new q));Sr(n);)if(e=u(lr(n),18),!jie(e))throw nt(new lp(Out+wO(t)+"' has its layer constraint set to FIRST_SEPARATE, but has at least one incoming edge. FIRST_SEPARATE nodes must not have incoming edges."))}else if(r==_3){for(o=new nr(ir(As(t).a.Kc(),new q));Sr(o);)if(s=u(lr(o),18),!jie(s))throw nt(new lp(Out+wO(t)+"' has its layer constraint set to LAST_SEPARATE, but has at least one outgoing edge. LAST_SEPARATE nodes must not have outgoing edges."))}}function VO(t,e){var n,r,s,o,h,d,m,k,T,A,N,j,U;if(t.e&&t.c.c>19&&(e=c7(e),m=!m),h=Hxn(e),o=!1,s=!1,r=!1,t.h==tP&&t.m==0&&t.l==0)if(s=!0,o=!0,h==-1)t=hQt((UE(),KTt)),r=!0,m=!m;else return d=M6t(t,h),m&&gat(d),n&&(Wb=ku(0,0,0)),d;else t.h>>19&&(o=!0,t=c7(t),r=!0,m=!m);return h!=-1?mpn(t,h,m,o,n):bxt(t,e)<0?(n&&(o?Wb=c7(t):Wb=ku(t.l,t.m,t.h)),ku(0,0,0)):z8n(r?t:ku(t.l,t.m,t.h),e,m,o,s,n)}function mct(t,e){var n,r,s,o,h,d,m,k,T,A,N,j,U;if(h=t.e,m=e.e,h==0)return e;if(m==0)return t;if(o=t.d,d=e.d,o+d==2)return n=ia(t.a[0],Eo),r=ia(e.a[0],Eo),h==m?(T=Xa(n,r),U=qr(T),j=qr(Eb(T,32)),j==0?new vg(h,U):new H2(h,2,ot(st(Or,1),ii,28,15,[U,j]))):(Gd(),K$(h<0?ef(r,n):ef(n,r),0)?Fb(h<0?ef(r,n):ef(n,r)):__(Fb(Ep(h<0?ef(r,n):ef(n,r)))));if(h==m)N=h,A=o>=d?Sst(t.a,o,e.a,d):Sst(e.a,d,t.a,o);else{if(s=o!=d?o>d?1:-1:W4t(t.a,e.a,o),s==0)return Gd(),lA;s==1?(N=h,A=Cst(t.a,o,e.a,d)):(N=m,A=Cst(e.a,d,t.a,o))}return k=new H2(N,A.length,A),I_(k),k}function oTn(t,e){var n,r,s,o,h,d,m;if(!(t.g>e.f||e.g>t.f)){for(n=0,r=0,h=t.w.a.ec().Kc();h.Ob();)s=u(h.Pb(),12),_at(hc(ot(st(ua,1),le,8,0,[s.i.n,s.n,s.a])).b,e.g,e.f)&&++n;for(d=t.r.a.ec().Kc();d.Ob();)s=u(d.Pb(),12),_at(hc(ot(st(ua,1),le,8,0,[s.i.n,s.n,s.a])).b,e.g,e.f)&&--n;for(m=e.w.a.ec().Kc();m.Ob();)s=u(m.Pb(),12),_at(hc(ot(st(ua,1),le,8,0,[s.i.n,s.n,s.a])).b,t.g,t.f)&&++r;for(o=e.r.a.ec().Kc();o.Ob();)s=u(o.Pb(),12),_at(hc(ot(st(ua,1),le,8,0,[s.i.n,s.n,s.a])).b,t.g,t.f)&&--r;n=0)return n;switch(Im(Ro(t,n))){case 2:{if(hn("",Sp(t,n.qk()).xe())){if(m=mI(Ro(t,n)),d=NE(Ro(t,n)),T=P6t(t,e,m,d),T)return T;for(s=lkt(t,e),h=0,A=s.gc();h1)throw nt(new zn(SP));for(T=Au(t.e.Dh(),e),r=u(t.g,124),h=0;h1,k=new Z1(N.b);cc(k.a)||cc(k.b);)m=u(cc(k.a)?et(k.a):et(k.b),18),A=m.c==N?m.d:m.c,b.Math.abs(hc(ot(st(ua,1),le,8,0,[A.i.n,A.n,A.a])).b-h.b)>1&&W6n(t,m,h,o,N)}}function dTn(t){var e,n,r,s,o,h;if(s=new _a(t.e,0),r=new 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null;switch(t.k.g){case 1:return wH(e,aT)?(Nn(),dT):wH(e,Dlt)?(Nn(),Yb):null;case 2:try{return fe(oh(e,Va,ki))}catch(r){if(r=is(r),At(r,130))return null;throw nt(r)}case 4:try{return Jy(e)}catch(r){if(r=is(r),At(r,130))return null;throw nt(r)}case 3:return e;case 5:return Wce(t),c1e(t,e);case 6:return Wce(t),yxn(t,t.a,e);case 7:try{return n=D5n(t),n.cg(e),n}catch(r){if(r=is(r),At(r,33))return null;throw nt(r)}default:throw nt(new Fo("Invalid type set for this layout option."))}}function Nkt(t){var e;switch(t.d){case 1:{if(t.Sj())return t.o!=-2;break}case 2:{if(t.Sj())return t.o==-2;break}case 3:case 5:case 4:case 6:case 7:return t.o>-2;default:return!1}switch(e=t.Rj(),t.p){case 0:return e!=null&&Ie(De(e))!=a_(t.k,0);case 1:return e!=null&&u(e,222).a!=qr(t.k)<<24>>24;case 2:return e!=null&&u(e,180).a!=(qr(t.k)&js);case 6:return e!=null&&a_(u(e,168).a,t.k);case 5:return e!=null&&u(e,17).a!=qr(t.k);case 7:return e!=null&&u(e,191).a!=qr(t.k)<<16>>16;case 3:return e!=null&&Rt(Ht(e))!=t.j;case 4:return e!=null&&u(e,161).a!=t.j;default:return e==null?t.n!=null:!Ci(e,t.n)}}function UO(t,e,n){var r,s,o,h;return t.ol()&&t.nl()&&(h=Dit(t,u(n,58)),$t(h)!==$t(n))?(t.xj(e),t.Dj(e,Dse(t,e,h)),t.al()&&(o=(s=u(n,54),t.ml()?t.kl()?s.Th(t.b,wo(u(Tn(ju(t.b),t.Lj()),19)).n,u(Tn(ju(t.b),t.Lj()).Hk(),29).kk(),null):s.Th(t.b,ss(s.Dh(),wo(u(Tn(ju(t.b),t.Lj()),19))),null,null):s.Th(t.b,-1-t.Lj(),null,null)),!u(h,54).Ph()&&(o=(r=u(h,54),t.ml()?t.kl()?r.Rh(t.b,wo(u(Tn(ju(t.b),t.Lj()),19)).n,u(Tn(ju(t.b),t.Lj()).Hk(),29).kk(),o):r.Rh(t.b,ss(r.Dh(),wo(u(Tn(ju(t.b),t.Lj()),19))),null,o):r.Rh(t.b,-1-t.Lj(),null,o))),o&&o.oj()),zl(t.b)&&t.Jj(t.Ij(9,n,h,e,!1)),h):n}function Lge(t){var e,n,r,s,o,h,d,m,k,T;for(r=new ge,h=new J(t.e.a);h.a0&&(h=b.Math.max(h,Ooe(t.C.b+r.d.b,s))),T=r,A=s,N=o;t.C&&t.C.c>0&&(j=N+t.C.c,k&&(j+=T.d.c),h=b.Math.max(h,(K1(),$f(cd),b.Math.abs(A-1)<=cd||A==1||isNaN(A)&&isNaN(1)?0:j/(1-A)))),n.n.b=0,n.a.a=h}function Dge(t,e){var n,r,s,o,h,d,m,k,T,A,N,j;if(n=u(Mo(t.b,e),127),m=u(u(Mi(t.r,e),21),87),m.dc()){n.n.d=0,n.n.a=0;return}for(k=t.u.Hc((wl(),$g)),h=0,t.A.Hc((Kl(),Fw))&&a0e(t,e),d=m.Kc(),T=null,N=0,A=0;d.Ob();)r=u(d.Pb(),117),o=Rt(Ht(r.b.of((az(),NU)))),s=r.b.Mf().b,T?(j=A+T.d.a+t.w+r.d.d,h=b.Math.max(h,(K1(),$f(cd),b.Math.abs(N-o)<=cd||N==o||isNaN(N)&&isNaN(o)?0:j/(o-N)))):t.C&&t.C.d>0&&(h=b.Math.max(h,Ooe(t.C.d+r.d.d,o))),T=r,N=o,A=s;t.C&&t.C.a>0&&(j=A+t.C.a,k&&(j+=T.d.a),h=b.Math.max(h,(K1(),$f(cd),b.Math.abs(N-1)<=cd||N==1||isNaN(N)&&isNaN(1)?0:j/(1-N)))),n.n.d=0,n.a.b=h}function kTn(t,e,n,r,s,o,h,d){var m,k,T,A,N,j,U,W,tt,ct;if(U=!1,k=q6t(n.q,e.f+e.b-n.q.f),j=r.f>e.b&&d,ct=s-(n.q.e+k-h),A=(m=SS(r,ct,!1),m.a),j&&A>r.f)return!1;if(j){for(N=0,tt=new J(e.d);tt.a=(mn(o,t.c.length),u(t.c[o],186)).e,!j&&A>e.b&&!T)?!1:((T||j||A<=e.b)&&(T&&A>e.b?(n.d=A,PI(n,bfe(n,A))):(Phe(n.q,k),n.c=!0),PI(r,s-(n.s+n.r)),bO(r,n.q.e+n.q.d,e.f),Fq(e,r),t.c.length>o&&(vO((mn(o,t.c.length),u(t.c[o],186)),r),(mn(o,t.c.length),u(t.c[o],186)).a.c.length==0&&xp(t,o)),U=!0),U)}function Ige(t,e,n){var r,s,o,h,d,m;for(this.g=t,d=e.d.length,m=n.d.length,this.d=Vt(z0,Bp,10,d+m,0,1),h=0;h0?Vst(this,this.f/this.a):W1(e.g,e.d[0]).a!=null&&W1(n.g,n.d[0]).a!=null?Vst(this,(Rt(W1(e.g,e.d[0]).a)+Rt(W1(n.g,n.d[0]).a))/2):W1(e.g,e.d[0]).a!=null?Vst(this,W1(e.g,e.d[0]).a):W1(n.g,n.d[0]).a!=null&&Vst(this,W1(n.g,n.d[0]).a)}function ETn(t,e){var n,r,s,o,h,d,m,k,T,A;for(t.a=new lee(spn(iL)),r=new J(e.a);r.a=1&&(tt-h>0&&A>=0?(m.n.a+=W,m.n.b+=o*h):tt-h<0&&T>=0&&(m.n.a+=W*tt,m.n.b+=o));t.o.a=e.a,t.o.b=e.b,Zt(t,(Me(),Sw),(Kl(),r=u(m1(hL),9),new Eh(r,u(Ff(r,r.length),9),0)))}function _Tn(t,e,n,r,s,o){var h;if(!(e==null||!Bat(e,TIt,CIt)))throw nt(new zn("invalid scheme: 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n,r,s,o,h,d,m,k,T,A;for(m=!0,s=0,k=t.g[e.p],T=e.o.b+t.o,n=t.d[e.p][2],Sh(t.b,k,fe(u(Oe(t.b,k),17).a-1+n)),Sh(t.c,k,Rt(Ht(Oe(t.c,k)))-T+n*t.f),++k,k>=t.j?(++t.j,pe(t.b,fe(1)),pe(t.c,T)):(r=t.d[e.p][1],Sh(t.b,k,fe(u(Oe(t.b,k),17).a+1-r)),Sh(t.c,k,Rt(Ht(Oe(t.c,k)))+T-r*t.f)),(t.r==(sf(),nN)&&(u(Oe(t.b,k),17).a>t.k||u(Oe(t.b,k-1),17).a>t.k)||t.r==rN&&(Rt(Ht(Oe(t.c,k)))>t.n||Rt(Ht(Oe(t.c,k-1)))>t.n))&&(m=!1),h=new nr(ir(ca(e).a.Kc(),new q));Sr(h);)o=u(lr(h),18),d=o.c.i,t.g[d.p]==k&&(A=Rge(t,d),s=s+u(A.a,17).a,m=m&&Ie(De(A.b)));return t.g[e.p]=k,s=s+t.d[e.p][0],new Ys(fe(s),(Nn(),!!m))}function jge(t,e){var n,r,s,o,h;n=Rt(Ht(K(e,(Me(),Yf)))),n<2&&Zt(e,Yf,2),r=u(K(e,fh),88),r==(Rs(),wd)&&Zt(e,fh,oH(e)),s=u(K(e,n6e),17),s.a==0?Zt(e,(ae(),Vk),new jat):Zt(e,(ae(),Vk),new lq(s.a)),o=De(K(e,SA)),o==null&&Zt(e,SA,(Nn(),$t(K(e,Rg))===$t((_g(),UT)))),xs(new ln(null,new gn(e.a,16)),new cp(t)),xs(lc(new ln(null,new gn(e.b,16)),new d4),new Xj(t)),h=new 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Vt(cl,A5,28,0,15,1);for(A=null,e=0,n=0,r=0,s=0,h=0,d=0,m=0,k=0,j=0,N=0,T=0,A=Vt(cl,A5,28,W*3,15,1);j>4)<<24>>24,A[N++]=((n&15)<<4|r>>2&15)<<24>>24,A[N++]=(r<<6|s)<<24>>24}return!LD(h=o[T++])||!LD(d=o[T++])?null:(e=xd[h],n=xd[d],m=o[T++],k=o[T++],xd[m]==-1||xd[k]==-1?m==61&&k==61?n&15?null:(tt=Vt(cl,A5,28,j*3+1,15,1),Wc(A,0,tt,0,j*3),tt[N]=(e<<2|n>>4)<<24>>24,tt):m!=61&&k==61?(r=xd[m],r&3?null:(tt=Vt(cl,A5,28,j*3+2,15,1),Wc(A,0,tt,0,j*3),tt[N++]=(e<<2|n>>4)<<24>>24,tt[N]=((n&15)<<4|r>>2&15)<<24>>24,tt)):null:(r=xd[m],s=xd[k],A[N++]=(e<<2|n>>4)<<24>>24,A[N++]=((n&15)<<4|r>>2&15)<<24>>24,A[N++]=(r<<6|s)<<24>>24,A))}function uCn(t,e){var n,r,s,o,h,d,m,k,T,A,N,j,U,W,tt,ct,Tt,St,Bt,Kt;for(e.Ug(s2e,1),U=u(K(t,(Me(),Rg)),223),s=new J(t.b);s.a=2){for(W=!0,N=new J(o.j),n=u(et(N),12),j=null;N.a0)if(r=A.gc(),k=Xs(b.Math.floor((r+1)/2))-1,s=Xs(b.Math.ceil((r+1)/2))-1,e.o==gd)for(T=s;T>=k;T--)e.a[Bt.p]==Bt&&(W=u(A.Xb(T),42),U=u(W.a,10),!v1(n,W.b)&&j>t.b.e[U.p]&&(e.a[U.p]=Bt,e.g[Bt.p]=e.g[U.p],e.a[Bt.p]=e.g[Bt.p],e.f[e.g[Bt.p].p]=(Nn(),!!(Ie(e.f[e.g[Bt.p].p])&Bt.k==(Un(),ha))),j=t.b.e[U.p]));else for(T=k;T<=s;T++)e.a[Bt.p]==Bt&&(ct=u(A.Xb(T),42),tt=u(ct.a,10),!v1(n,ct.b)&&j0&&(s=u(Oe(tt.c.a,ie-1),10),h=t.i[s.p],en=b.Math.ceil(q4(t.n,s,tt)),o=Kt.a.e-tt.d.d-(h.a.e+s.o.b+s.d.a)-en),k=ns,ie0&&Ce.a.e.e-Ce.a.a-(Ce.b.e.e-Ce.b.a)<0,U=St.a.e.e-St.a.a-(St.b.e.e-St.b.a)<0&&Ce.a.e.e-Ce.a.a-(Ce.b.e.e-Ce.b.a)>0,j=St.a.e.e+St.b.aCe.b.e.e+Ce.a.a,Bt=0,!W&&!U&&(N?o+A>0?Bt=A:k-r>0&&(Bt=r):j&&(o+d>0?Bt=d:k-Tt>0&&(Bt=Tt))),Kt.a.e+=Bt,Kt.b&&(Kt.d.e+=Bt),!1))}function gpe(t,e,n){var r,s,o,h,d,m,k,T,A,N;if(r=new Th(e.Lf().a,e.Lf().b,e.Mf().a,e.Mf().b),s=new P6,t.c)for(h=new J(e.Rf());h.ak&&(r.a+=zQt(Vt(Uh,Yd,28,-k,15,1))),r.a+="Is",Fd(m,qu(32))>=0)for(s=0;s=r.o.b/2}else Tt=!A;Tt?(ct=u(K(r,(ae(),Uk)),15),ct?N?o=ct:(s=u(K(r,$k),15),s?ct.gc()<=s.gc()?o=ct:o=s:(o=new ge,Zt(r,$k,o))):(o=new ge,Zt(r,Uk,o))):(s=u(K(r,(ae(),$k)),15),s?A?o=s:(ct=u(K(r,Uk),15),ct?s.gc()<=ct.gc()?o=s:o=ct:(o=new ge,Zt(r,Uk,o))):(o=new ge,Zt(r,$k,o))),o.Fc(t),Zt(t,(ae(),EG),n),e.d==n?(ya(e,null),n.e.c.length+n.g.c.length==0&&uc(n,null),Spn(n)):(Ya(e,null),n.e.c.length+n.g.c.length==0&&uc(n,null)),Zl(e.a)}function dCn(t,e,n){var r,s,o,h,d,m,k,T,A,N,j,U,W,tt,ct,Tt,St,Bt,Kt,ie,Ce,en,Je,On,Mn,er,Jr,cs;for(n.Ug("MinWidth layering",1),j=e.b,Ce=e.a,cs=u(K(e,(Me(),$St)),17).a,d=u(K(e,zSt),17).a,t.b=Rt(Ht(K(e,Yf))),t.d=ns,Bt=new J(Ce);Bt.a0?(k=0,tt&&(k+=d),k+=(Je-1)*h,St&&(k+=d),en&&St&&(k=b.Math.max(k,O6n(St,h,Tt,Ce))),k=t.a&&(r=YEn(t,Tt),T=b.Math.max(T,r.b),Bt=b.Math.max(Bt,r.d),pe(d,new Ys(Tt,r)));for(en=new ge,k=0;k0),tt.a.Xb(tt.c=--tt.b),Je=new tu(t.b),Ly(tt,Je),cr(tt.b0){for(N=T<100?null:new bb(T),k=new T4t(e),U=k.g,ct=Vt(Or,ii,28,T,15,1),r=0,Bt=new 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J(t);d.aOn.s&&(Ul(n),$u(On.i,r),r.c>0&&(r.a=On,pe(On.t,r),r.b=Ce,pe(Ce.i,r)))}function xpe(t,e,n,r,s){var o,h,d,m,k,T,A,N,j,U,W,tt,ct,Tt,St,Bt,Kt,ie,Ce,en,Je,On,Mn;for(W=new bu(e.b),Bt=new bu(e.b),N=new bu(e.b),en=new bu(e.b),tt=new bu(e.b),Ce=_r(e,0);Ce.b!=Ce.d.c;)for(Kt=u(Tr(Ce),12),d=new J(Kt.g);d.a0,ct=Kt.g.c.length>0,k&&ct?In(N.c,Kt):k?In(W.c,Kt):ct&&In(Bt.c,Kt);for(U=new J(W);U.aTt.nh()-k.b&&(N=Tt.nh()-k.b),j>Tt.oh()-k.d&&(j=Tt.oh()-k.d),T0){for(St=_r(t.f,0);St.b!=St.d.c;)Tt=u(Tr(St),10),Tt.p+=N-t.e;r6t(t),Zl(t.f),Q6t(t,r,j)}else{for(Zr(t.f,j),j.p=r,t.e=b.Math.max(t.e,r),o=new nr(ir(ca(j).a.Kc(),new q));Sr(o);)s=u(lr(o),18),!s.c.i.c&&s.c.i.k==(Un(),qc)&&(Zr(t.f,s.c.i),s.c.i.p=r-1);t.c=r}else r6t(t),Zl(t.f),r=0,Sr(new nr(ir(ca(j).a.Kc(),new q)))?(N=0,N=Lle(N,j),r=N+2,Q6t(t,r,j)):(Zr(t.f,j),j.p=0,t.e=b.Math.max(t.e,0),t.b=u(Oe(t.d.b,0),30),t.c=0);for(t.f.b==0||r6t(t),t.d.a.c.length=0,ct=new ge,k=new J(t.d.b);k.a=48&&e<=57){for(r=e-48;s=48&&e<=57;)if(r=r*10+e-48,r<0)throw nt(new 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Os);if(Eu(t.e,n)){if(v1(u(tr(t.a,n),49),e))return 1}else di(t.e,n,new Os);if(t.c==(Vd(),g1t)||!Ui(e,(ae(),Bi))||!Ui(n,(ae(),Bi))){for(A=null,k=new J(e.j);k.ah?N7(t,e,n):N7(t,n,e),sh?1:0}return r=u(K(e,(ae(),Bi)),17).a,o=u(K(n,Bi),17).a,r>o?N7(t,e,n):N7(t,n,e),ro?1:0}function rv(t,e,n){var r,s,o,h,d,m,k,T,A,N,j,U,W,tt;if(n==null)return null;if(t.a!=e.jk())throw nt(new zn(oT+e.xe()+hv));if(At(e,468)){if(tt=Ckn(u(e,685),n),!tt)throw nt(new zn(Nlt+n+"' is not a valid enumerator of '"+e.xe()+"'"));return tt}switch(Sp((rl(),Fa),e).Nl()){case 2:{n=iu(n,!1);break}case 3:{n=iu(n,!0);break}}if(r=Sp(Fa,e).Jl(),r)return r.jk().wi().ti(r,n);if(N=Sp(Fa,e).Ll(),N){for(tt=new ge,k=mat(n),T=0,A=k.length;T1)for(U=new F6((!t.a&&(t.a=new Jt(Ji,t,6,6)),t.a));U.e!=U.i.gc();)dS(U);for(h=u(Lt((!t.a&&(t.a=new 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KCn(t,e,n,r,s,o,h){var d,m,k,T,A,N,j,U;return N=u(r.a,17).a,j=u(r.b,17).a,A=t.b,U=t.c,d=0,T=0,e==(Rs(),Ho)||e==Jo?(T=zD(kue(Py(Go(new ln(null,new gn(n.b,16)),new stt),new xR))),A.e.b+A.f.b/2>T?(k=++j,d=Rt(Ht(ql(Dy(Go(new ln(null,new gn(n.b,16)),new pXt(s,k)),new VZ))))):(m=++N,d=Rt(Ht(ql(H6(Go(new ln(null,new gn(n.b,16)),new bXt(s,m)),new UZ)))))):(T=zD(kue(Py(Go(new ln(null,new gn(n.b,16)),new WZ),new HZ))),A.e.a+A.f.a/2>T?(k=++j,d=Rt(Ht(ql(Dy(Go(new ln(null,new gn(n.b,16)),new dXt(s,k)),new GM))))):(m=++N,d=Rt(Ht(ql(H6(Go(new ln(null,new gn(n.b,16)),new gXt(s,m)),new GZ)))))),e==Ho?(to(t.a,new se(Rt(Ht(K(A,(zi(),O1))))-s,d)),to(t.a,new se(U.e.a+U.f.a+s+o,d)),to(t.a,new se(U.e.a+U.f.a+s+o,U.e.b+U.f.b/2)),to(t.a,new se(U.e.a+U.f.a,U.e.b+U.f.b/2))):e==Jo?(to(t.a,new se(Rt(Ht(K(A,(zi(),Xf))))+s,A.e.b+A.f.b/2)),to(t.a,new se(A.e.a+A.f.a+s,d)),to(t.a,new se(U.e.a-s-o,d)),to(t.a,new se(U.e.a-s-o,U.e.b+U.f.b/2)),to(t.a,new se(U.e.a,U.e.b+U.f.b/2))):e==qh?(to(t.a,new se(d,Rt(Ht(K(A,(zi(),O1))))-s)),to(t.a,new se(d,U.e.b+U.f.b+s+o)),to(t.a,new se(U.e.a+U.f.a/2,U.e.b+U.f.b+s+o)),to(t.a,new se(U.e.a+U.f.a/2,U.e.b+U.f.b+s))):(t.a.b==0||(u(Nf(t.a),8).b=Rt(Ht(K(A,(zi(),Xf))))+s*u(h.b,17).a),to(t.a,new se(d,Rt(Ht(K(A,(zi(),Xf))))+s*u(h.b,17).a)),to(t.a,new se(d,U.e.b-s*u(h.a,17).a-o))),new Ys(fe(N),fe(j))}function WCn(t){var e,n,r,s,o,h,d,m,k,T,A,N,j;if(h=!0,A=null,r=null,s=null,e=!1,j=K7e,k=null,o=null,d=0,m=Kat(t,d,TIt,CIt),m=0&&hn(t.substr(d,2),"//")?(d+=2,m=Kat(t,d,pL,bL),r=(Sa(d,m,t.length),t.substr(d,m-d)),d=m):A!=null&&(d==t.length||(qn(d,t.length),t.charCodeAt(d)!=47))&&(h=!1,m=Lmt(t,qu(35),d),m==-1&&(m=t.length),r=(Sa(d,m,t.length),t.substr(d,m-d)),d=m);if(!n&&d0&&qa(T,T.length-1)==58&&(s=T,d=m)),dqot(o))&&(A=o);for(!A&&(A=(mn(0,tt.c.length),u(tt.c[0],185))),W=new J(e.b);W.aA&&(Mn=0,er+=T+Ce,T=0),E0e(Kt,h,Mn,er),e=b.Math.max(e,Mn+ie.a),T=b.Math.max(T,ie.b),Mn+=ie.a+Ce;for(Bt=new Er,n=new Er,Je=new J(t);Je.a=-1900?1:0,n>=4?ni(t,ot(st(Ne,1),le,2,6,[Xpe,Qpe])[d]):ni(t,ot(st(Ne,1),le,2,6,["BC","AD"])[d]);break;case 121:gwn(t,n,r);break;case 77:O8n(t,n,r);break;case 107:m=s.q.getHours(),m==0?A0(t,24,n):A0(t,m,n);break;case 83:Gxn(t,n,s);break;case 69:T=r.q.getDay(),n==5?ni(t,ot(st(Ne,1),le,2,6,["S","M","T","W","T","F","S"])[T]):n==4?ni(t,ot(st(Ne,1),le,2,6,[Uct,Gct,Kct,Wct,Yct,Xct,Qct])[T]):ni(t,ot(st(Ne,1),le,2,6,["Sun","Mon","Tue","Wed","Thu","Fri","Sat"])[T]);break;case 97:s.q.getHours()>=12&&s.q.getHours()<24?ni(t,ot(st(Ne,1),le,2,6,["AM","PM"])[1]):ni(t,ot(st(Ne,1),le,2,6,["AM","PM"])[0]);break;case 104:A=s.q.getHours()%12,A==0?A0(t,12,n):A0(t,A,n);break;case 75:N=s.q.getHours()%12,A0(t,N,n);break;case 72:j=s.q.getHours(),A0(t,j,n);break;case 99:U=r.q.getDay(),n==5?ni(t,ot(st(Ne,1),le,2,6,["S","M","T","W","T","F","S"])[U]):n==4?ni(t,ot(st(Ne,1),le,2,6,[Uct,Gct,Kct,Wct,Yct,Xct,Qct])[U]):n==3?ni(t,ot(st(Ne,1),le,2,6,["Sun","Mon","Tue","Wed","Thu","Fri","Sat"])[U]):A0(t,U,1);break;case 76:W=r.q.getMonth(),n==5?ni(t,ot(st(Ne,1),le,2,6,["J","F","M","A","M","J","J","A","S","O","N","D"])[W]):n==4?ni(t,ot(st(Ne,1),le,2,6,[Pct,Nct,Fct,Bct,xk,Rct,jct,$ct,zct,qct,Hct,Vct])[W]):n==3?ni(t,ot(st(Ne,1),le,2,6,["Jan","Feb","Mar","Apr",xk,"Jun","Jul","Aug","Sep","Oct","Nov","Dec"])[W]):A0(t,W+1,n);break;case 81:tt=r.q.getMonth()/3|0,n<4?ni(t,ot(st(Ne,1),le,2,6,["Q1","Q2","Q3","Q4"])[tt]):ni(t,ot(st(Ne,1),le,2,6,["1st quarter","2nd quarter","3rd quarter","4th quarter"])[tt]);break;case 100:ct=r.q.getDate(),A0(t,ct,n);break;case 109:k=s.q.getMinutes(),A0(t,k,n);break;case 115:h=s.q.getSeconds(),A0(t,h,n);break;case 122:n<4?ni(t,o.c[0]):ni(t,o.c[1]);break;case 118:ni(t,o.b);break;case 90:n<3?ni(t,j4n(o)):n==3?ni(t,V4n(o)):ni(t,U4n(o.a));break;default:return!1}return!0}function Kkt(t,e,n,r){var s,o,h,d,m,k,T,A,N,j,U,W,tt,ct,Tt,St,Bt,Kt,ie,Ce,en,Je,On,Mn,er,Jr;if(f0e(e),m=u(Lt((!e.b&&(e.b=new En(gr,e,4,7)),e.b),0),84),T=u(Lt((!e.c&&(e.c=new En(gr,e,5,8)),e.c),0),84),d=Xo(m),k=Xo(T),h=(!e.a&&(e.a=new Jt(Ji,e,6,6)),e.a).i==0?null:u(Lt((!e.a&&(e.a=new Jt(Ji,e,6,6)),e.a),0),166),Ce=u(tr(t.a,d),10),Mn=u(tr(t.a,k),10),en=null,er=null,At(m,193)&&(ie=u(tr(t.a,m),304),At(ie,12)?en=u(ie,12):At(ie,10)&&(Ce=u(ie,10),en=u(Oe(Ce.j,0),12))),At(T,193)&&(On=u(tr(t.a,T),304),At(On,12)?er=u(On,12):At(On,10)&&(Mn=u(On,10),er=u(Oe(Mn.j,0),12))),!Ce||!Mn)throw nt(new _6("The source or the target of edge "+e+" could not be found. This usually happens when an edge connects a node laid out by ELK Layered to a node in another level of hierarchy laid out by either another instance of ELK Layered or another layout algorithm alltogether. 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W}function JCn(t,e,n,r){var s,o,h,d,m,k,T,A,N,j,U,W,tt,ct,Tt,St,Bt,Kt,ie,Ce,en,Je,On,Mn,er,Jr,cs;for(Je=0,On=0,Ce=new Er,Kt=u(ql(Dy(Go(new ln(null,new gn(t.b,16)),new KZ),new ttt)),17).a+1,en=Vt(Or,ii,28,Kt,15,1),tt=Vt(Or,ii,28,Kt,15,1),W=0;W1)for(d=er+1;dk.b.e.b*(1-ct)+k.c.e.b*ct));U++);if(ie.gc()>0&&(Jr=k.a.b==0?Ma(k.b.e):u(Nf(k.a),8),St=Ei(Ma(u(ie.Xb(ie.gc()-1),39).e),u(ie.Xb(ie.gc()-1),39).f),N=Ei(Ma(u(ie.Xb(0),39).e),u(ie.Xb(0),39).f),U>=ie.gc()-1&&Jr.b>St.b&&k.c.e.b>St.b||U<=0&&Jr.bk.b.e.a*(1-ct)+k.c.e.a*ct));U++);if(ie.gc()>0&&(Jr=k.a.b==0?Ma(k.b.e):u(Nf(k.a),8),St=Ei(Ma(u(ie.Xb(ie.gc()-1),39).e),u(ie.Xb(ie.gc()-1),39).f),N=Ei(Ma(u(ie.Xb(0),39).e),u(ie.Xb(0),39).f),U>=ie.gc()-1&&Jr.a>St.a&&k.c.e.a>St.a||U<=0&&Jr.a=Rt(Ht(K(t,(zi(),rLt))))&&++On):(j.f&&j.d.e.a<=Rt(Ht(K(t,(zi(),M1t))))&&++Je,j.g&&j.c.e.a+j.c.f.a>=Rt(Ht(K(t,(zi(),nLt))))&&++On)}else Bt==0?p6t(k):Bt<0&&(++en[er],++tt[cs],Mn=KCn(k,e,t,new Ys(fe(Je),fe(On)),n,r,new Ys(fe(tt[cs]),fe(en[er]))),Je=u(Mn.a,17).a,On=u(Mn.b,17).a)}function ZCn(t,e,n){var r,s,o,h,d,m,k,T,A,N,j,U,W,tt,ct,Tt;if(r=e,m=n,t.b&&r.j==(ve(),Gn)&&m.j==(ve(),Gn)&&(Tt=r,r=m,m=Tt),Eu(t.a,r)){if(v1(u(tr(t.a,r),49),m))return 1}else di(t.a,r,new Os);if(Eu(t.a,m)){if(v1(u(tr(t.a,m),49),r))return-1}else di(t.a,m,new Os);if(Eu(t.d,r)){if(v1(u(tr(t.d,r),49),m))return-1}else di(t.d,r,new Os);if(Eu(t.d,m)){if(v1(u(tr(t.a,m),49),r))return 1}else di(t.d,m,new Os);if(r.j!=m.j)return ct=zrn(r.j,m.j),ct==-1?Fh(t,m,r):Fh(t,r,m),ct;if(r.e.c.length!=0&&m.e.c.length!=0){if(t.b&&(ct=Xce(r,m),ct!=0))return ct==-1?Fh(t,m,r):ct==1&&Fh(t,r,m),ct;if(o=u(Oe(r.e,0),18).c.i,T=u(Oe(m.e,0),18).c.i,o==T)return s=u(K(u(Oe(r.e,0),18),(ae(),Bi)),17).a,k=u(K(u(Oe(m.e,0),18),Bi),17).a,s>k?Fh(t,r,m):Fh(t,m,r),sk?1:0;for(U=t.c,W=0,tt=U.length;Wk?Fh(t,r,m):Fh(t,m,r),sk?1:0):t.b&&(ct=Xce(r,m),ct!=0)?(ct==-1?Fh(t,m,r):ct==1&&Fh(t,r,m),ct):(h=0,A=0,Ui(u(Oe(r.g,0),18),Bi)&&(h=u(K(u(Oe(r.g,0),18),Bi),17).a),Ui(u(Oe(m.g,0),18),Bi)&&(A=u(K(u(Oe(r.g,0),18),Bi),17).a),d&&d==N?Ie(De(K(u(Oe(r.g,0),18),dd)))&&!Ie(De(K(u(Oe(m.g,0),18),dd)))?(Fh(t,r,m),1):!Ie(De(K(u(Oe(r.g,0),18),dd)))&&Ie(De(K(u(Oe(m.g,0),18),dd)))?(Fh(t,m,r),-1):(h>A?Fh(t,r,m):Fh(t,m,r),hA?1:0):(t.f&&(t.f._b(d)&&(h=u(t.f.xc(d),17).a),t.f._b(N)&&(A=u(t.f.xc(N),17).a)),h>A?Fh(t,r,m):Fh(t,m,r),hA?1:0))):r.e.c.length!=0&&m.g.c.length!=0?(Fh(t,r,m),1):r.g.c.length!=0&&m.e.c.length!=0?(Fh(t,m,r),-1):Ui(r,(ae(),Bi))&&Ui(m,Bi)?(s=u(K(r,Bi),17).a,k=u(K(m,Bi),17).a,s>k?Fh(t,r,m):Fh(t,m,r),sk?1:0):(Fh(t,m,r),-1)}function t_n(t){t.gb||(t.gb=!0,t.b=yc(t,0),ds(t.b,18),Ki(t.b,19),t.a=yc(t,1),ds(t.a,1),Ki(t.a,2),Ki(t.a,3),Ki(t.a,4),Ki(t.a,5),t.o=yc(t,2),ds(t.o,8),ds(t.o,9),Ki(t.o,10),Ki(t.o,11),Ki(t.o,12),Ki(t.o,13),Ki(t.o,14),Ki(t.o,15),Ki(t.o,16),Ki(t.o,17),Ki(t.o,18),Ki(t.o,19),Ki(t.o,20),Ki(t.o,21),Ki(t.o,22),Ki(t.o,23),jo(t.o),jo(t.o),jo(t.o),jo(t.o),jo(t.o),jo(t.o),jo(t.o),jo(t.o),jo(t.o),jo(t.o),t.p=yc(t,3),ds(t.p,2),ds(t.p,3),ds(t.p,4),ds(t.p,5),Ki(t.p,6),Ki(t.p,7),jo(t.p),jo(t.p),t.q=yc(t,4),ds(t.q,8),t.v=yc(t,5),Ki(t.v,9),jo(t.v),jo(t.v),jo(t.v),t.w=yc(t,6),ds(t.w,2),ds(t.w,3),ds(t.w,4),Ki(t.w,5),t.B=yc(t,7),Ki(t.B,1),jo(t.B),jo(t.B),jo(t.B),t.Q=yc(t,8),Ki(t.Q,0),jo(t.Q),t.R=yc(t,9),ds(t.R,1),t.S=yc(t,10),jo(t.S),jo(t.S),jo(t.S),jo(t.S),jo(t.S),jo(t.S),jo(t.S),jo(t.S),jo(t.S),jo(t.S),jo(t.S),jo(t.S),jo(t.S),jo(t.S),jo(t.S),t.T=yc(t,11),Ki(t.T,10),Ki(t.T,11),Ki(t.T,12),Ki(t.T,13),Ki(t.T,14),jo(t.T),jo(t.T),t.U=yc(t,12),ds(t.U,2),ds(t.U,3),Ki(t.U,4),Ki(t.U,5),Ki(t.U,6),Ki(t.U,7),jo(t.U),t.V=yc(t,13),Ki(t.V,10),t.W=yc(t,14),ds(t.W,18),ds(t.W,19),ds(t.W,20),Ki(t.W,21),Ki(t.W,22),Ki(t.W,23),t.bb=yc(t,15),ds(t.bb,10),ds(t.bb,11),ds(t.bb,12),ds(t.bb,13),ds(t.bb,14),ds(t.bb,15),ds(t.bb,16),Ki(t.bb,17),jo(t.bb),jo(t.bb),t.eb=yc(t,16),ds(t.eb,2),ds(t.eb,3),ds(t.eb,4),ds(t.eb,5),ds(t.eb,6),ds(t.eb,7),Ki(t.eb,8),Ki(t.eb,9),t.ab=yc(t,17),ds(t.ab,0),ds(t.ab,1),t.H=yc(t,18),Ki(t.H,0),Ki(t.H,1),Ki(t.H,2),Ki(t.H,3),Ki(t.H,4),Ki(t.H,5),jo(t.H),t.db=yc(t,19),Ki(t.db,2),t.c=pi(t,20),t.d=pi(t,21),t.e=pi(t,22),t.f=pi(t,23),t.i=pi(t,24),t.g=pi(t,25),t.j=pi(t,26),t.k=pi(t,27),t.n=pi(t,28),t.r=pi(t,29),t.s=pi(t,30),t.t=pi(t,31),t.u=pi(t,32),t.fb=pi(t,33),t.A=pi(t,34),t.C=pi(t,35),t.D=pi(t,36),t.F=pi(t,37),t.G=pi(t,38),t.I=pi(t,39),t.J=pi(t,40),t.L=pi(t,41),t.M=pi(t,42),t.N=pi(t,43),t.O=pi(t,44),t.P=pi(t,45),t.X=pi(t,46),t.Y=pi(t,47),t.Z=pi(t,48),t.$=pi(t,49),t._=pi(t,50),t.cb=pi(t,51),t.K=pi(t,52))}function e_n(t,e,n){var r,s,o,h,d,m,k,T,A,N,j,U,W,tt,ct,Tt,St,Bt,Kt,ie,Ce,en,Je,On,Mn,er;for(h=new Qi,ie=u(K(n,(Me(),fh)),88),W=0,Aa(h,(!e.a&&(e.a=new Jt(wi,e,10,11)),e.a));h.b!=0;)T=u(h.b==0?null:(cr(h.b!=0),Lh(h,h.a.a)),27),k=es(T),($t(ne(k,q0))!==$t((Vd(),Hp))||$t(ne(k,Tw))===$t((Mp(),ET))||$t(ne(k,Tw))===$t((Mp(),kT))||Ie(De(ne(k,kv)))||$t(ne(k,S3))!==$t((iw(),x3))||$t(ne(k,e2))===$t((sf(),Av))||$t(ne(k,e2))===$t((sf(),P3))||$t(ne(k,_w))===$t((Np(),NT))||$t(ne(k,_w))===$t((Np(),FT)))&&!Ie(De(ne(T,IG)))&&Oi(T,(ae(),Bi),fe(W++)),ct=!Ie(De(ne(T,Aw))),ct&&(N=(!T.a&&(T.a=new Jt(wi,T,10,11)),T.a).i!=0,U=Myn(T),j=$t(ne(T,A3))===$t((Cg(),Wp)),er=!td(T,(si(),zT))||Bie(Gr(ne(T,zT))),Bt=null,er&&j&&(N||U)&&(Bt=K0e(T),Zt(Bt,fh,ie),Ui(Bt,ZP)&&KKt(new D5t(Rt(Ht(K(Bt,ZP)))),Bt),u(ne(T,Sw),181).gc()!=0&&(A=Bt,xs(new ln(null,(!T.c&&(T.c=new Jt(kl,T,9,9)),new gn(T.c,16))),new tVt(A)),jde(T,Bt))),Ce=n,en=u(tr(t.a,es(T)),10),en&&(Ce=en.e),St=ype(t,T,Ce),Bt&&(St.e=Bt,Bt.e=St,Aa(h,(!T.a&&(T.a=new Jt(wi,T,10,11)),T.a))));for(W=0,fs(h,e,h.c.b,h.c);h.b!=0;){for(o=u(h.b==0?null:(cr(h.b!=0),Lh(h,h.a.a)),27),m=new Zn((!o.b&&(o.b=new Jt(Cs,o,12,3)),o.b));m.e!=m.i.gc();)d=u(sr(m),74),f0e(d),($t(ne(e,q0))!==$t((Vd(),Hp))||$t(ne(e,Tw))===$t((Mp(),ET))||$t(ne(e,Tw))===$t((Mp(),kT))||Ie(De(ne(e,kv)))||$t(ne(e,S3))!==$t((iw(),x3))||$t(ne(e,e2))===$t((sf(),Av))||$t(ne(e,e2))===$t((sf(),P3))||$t(ne(e,_w))===$t((Np(),NT))||$t(ne(e,_w))===$t((Np(),FT)))&&Oi(d,(ae(),Bi),fe(W++)),On=Xo(u(Lt((!d.b&&(d.b=new En(gr,d,4,7)),d.b),0),84)),Mn=Xo(u(Lt((!d.c&&(d.c=new En(gr,d,5,8)),d.c),0),84)),!(Ie(De(ne(d,Aw)))||Ie(De(ne(On,Aw)))||Ie(De(ne(Mn,Aw))))&&(tt=Jm(d)&&Ie(De(ne(On,L3)))&&Ie(De(ne(d,Cw))),Kt=o,tt||qy(Mn,On)?Kt=On:qy(On,Mn)&&(Kt=Mn),Ce=n,en=u(tr(t.a,Kt),10),en&&(Ce=en.e),Tt=Kkt(t,d,Kt,Ce),Zt(Tt,(ae(),B_t),ekn(t,d,e,n)));if(j=$t(ne(o,A3))===$t((Cg(),Wp)),j)for(s=new Zn((!o.a&&(o.a=new 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os("crossingHint",fe(0)),uu=new os("graphProperties",(e=u(m1(Dft),9),new Eh(e,u(Ff(e,e.length),9),0))),_c=new os("externalPortSide",(ve(),gc)),j_t=new os("externalPortSize",new Ea),Fft=new Ni("externalPortReplacedDummies"),_G=new Ni("externalPortReplacedDummy"),Bg=new os("externalPortConnections",(t=u(m1(go),9),new Eh(t,u(Ff(t,t.length),9),0))),yv=new os(Abe,0),N_t=new Ni("barycenterAssociates"),Uk=new Ni("TopSideComments"),$k=new Ni("BottomSideComments"),EG=new Ni("CommentConnectionPort"),Rft=new os("inputCollect",!1),$ft=new os("outputCollect",!1),WP=new os("cyclic",!1),R_t=new Ni("crossHierarchyMap"),Hft=new Ni("targetOffset"),new os("splineLabelSize",new Ea),H5=new Ni("spacings"),SG=new os("partitionConstraint",!1),mv=new Ni("breakingPoint.info"),G_t=new Ni("splines.survivingEdge"),Ew=new Ni("splines.route.start"),V5=new Ni("splines.edgeChain"),U_t=new Ni("originalPortConstraints"),xv=new Ni("selfLoopHolder"),AT=new Ni("splines.nsPortY"),Bi=new Ni("modelOrder"),jft=new Ni("longEdgeTargetNode"),Zb=new os(u2e,!1),q5=new os(u2e,!1),Bft=new Ni("layerConstraints.hiddenNodes"),V_t=new Ni("layerConstraints.opposidePort"),qft=new Ni("targetNode.modelOrder")}function n_n(t,e,n,r){var s,o,h,d,m,k,T,A,N,j,U;for(A=_r(t.b,0);A.b!=A.d.c;)if(T=u(Tr(A),39),!hn(T.c,QV))for(o=u(tc(new ln(null,new gn(h5n(T,t),16)),gl(new Pr,new oe,new An,ot(st(zo,1),te,108,0,[(bl(),rc)]))),15),e==(Rs(),Ho)||e==Jo?o.jd(new kR):o.jd(new QZ),U=o.gc(),s=0;s0&&(d=u(Nf(u(o.Xb(s),65).a),8).a,N=T.e.a+T.f.a/2,m=u(Nf(u(o.Xb(s),65).a),8).b,j=T.e.b+T.f.b/2,r>0&&b.Math.abs(m-j)/(b.Math.abs(d-N)/40)>50&&(j>m?to(u(o.Xb(s),65).a,new se(T.e.a+T.f.a+r/5.3,T.e.b+T.f.b*h-r/2)):to(u(o.Xb(s),65).a,new se(T.e.a+T.f.a+r/5.3,T.e.b+T.f.b*h+r/2)))),to(u(o.Xb(s),65).a,new se(T.e.a+T.f.a,T.e.b+T.f.b*h))):e==Jo?(k=Rt(Ht(K(T,(zi(),O1)))),T.e.a-r>k?to(u(o.Xb(s),65).a,new se(k-n,T.e.b+T.f.b*h)):u(o.Xb(s),65).a.b>0&&(d=u(Nf(u(o.Xb(s),65).a),8).a,N=T.e.a+T.f.a/2,m=u(Nf(u(o.Xb(s),65).a),8).b,j=T.e.b+T.f.b/2,r>0&&b.Math.abs(m-j)/(b.Math.abs(d-N)/40)>50&&(j>m?to(u(o.Xb(s),65).a,new se(T.e.a-r/5.3,T.e.b+T.f.b*h-r/2)):to(u(o.Xb(s),65).a,new se(T.e.a-r/5.3,T.e.b+T.f.b*h+r/2)))),to(u(o.Xb(s),65).a,new se(T.e.a,T.e.b+T.f.b*h))):e==qh?(k=Rt(Ht(K(T,(zi(),Xf)))),T.e.b+T.f.b+r0&&(d=u(Nf(u(o.Xb(s),65).a),8).a,N=T.e.a+T.f.a/2,m=u(Nf(u(o.Xb(s),65).a),8).b,j=T.e.b+T.f.b/2,r>0&&b.Math.abs(d-N)/(b.Math.abs(m-j)/40)>50&&(N>d?to(u(o.Xb(s),65).a,new se(T.e.a+T.f.a*h-r/2,T.e.b+r/5.3+T.f.b)):to(u(o.Xb(s),65).a,new se(T.e.a+T.f.a*h+r/2,T.e.b+r/5.3+T.f.b)))),to(u(o.Xb(s),65).a,new se(T.e.a+T.f.a*h,T.e.b+T.f.b))):(k=Rt(Ht(K(T,(zi(),O1)))),Fce(u(o.Xb(s),65),t)?to(u(o.Xb(s),65).a,new se(T.e.a+T.f.a*h,u(Nf(u(o.Xb(s),65).a),8).b)):T.e.b-r>k?to(u(o.Xb(s),65).a,new se(T.e.a+T.f.a*h,k-n)):u(o.Xb(s),65).a.b>0&&(d=u(Nf(u(o.Xb(s),65).a),8).a,N=T.e.a+T.f.a/2,m=u(Nf(u(o.Xb(s),65).a),8).b,j=T.e.b+T.f.b/2,r>0&&b.Math.abs(d-N)/(b.Math.abs(m-j)/40)>50&&(N>d?to(u(o.Xb(s),65).a,new se(T.e.a+T.f.a*h-r/2,T.e.b-r/5.3)):to(u(o.Xb(s),65).a,new se(T.e.a+T.f.a*h+r/2,T.e.b-r/5.3)))),to(u(o.Xb(s),65).a,new se(T.e.a+T.f.a*h,T.e.b)))}function si(){si=V;var t,e;zT=new Ni(W2e),ux=new Ni(Y2e),tDt=(L0(),vdt),$Ee=new un(zEt,tDt),nx=new un(Sk,null),zEe=new Ni(tTt),nDt=(aw(),Gi(kdt,ot(st(Edt,1),te,297,0,[xdt]))),vN=new un(GV,nDt),yN=new un(mP,(Nn(),!1)),rDt=(Rs(),wd),Iw=new un(clt,rDt),aDt=(_g(),Fdt),sDt=new un(wP,aDt),VEe=new un(J7t,!1),uDt=(Cg(),SK),sx=new un(UV,uDt),mDt=new ym(12),Kp=new un(av,mDt),kN=new un(jS,!1),Sdt=new un(WV,!1),EN=new un($S,!1),EDt=(xa(),c2),nL=new un(Aut,EDt),Yk=new Ni(KV),TN=new Ni(cP),Pdt=new Ni(SV),Ndt=new Ni(RS),lDt=new Xu,Dv=new un(JEt,lDt),HEe=new un(e7t,!1),UEe=new un(n7t,!1),hDt=new OC,qT=new un(i7t,hDt),EK=new un(jEt,!1),YEe=new 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un(AV,!1),fe(1),new un(cwe,null),kDt=new Ni(r7t),Idt=new Ni(t7t),_Dt=(ve(),gc),cx=new un($Et,_Dt),Nl=new Ni(REt),TDt=(wl(),Ze(u2)),j3=new un(tT,TDt),Odt=new un(UEt,!1),CDt=new un(GEt,!0),_K=new un(lP,1),FDt=new un(eTt,null),CN=new un(hP,150),CK=new un(fP,1.414),Qk=new un(ov,null),t7e=new un(nTt,1),xN=new un(qEt,!1),_dt=new un(HEt,!1),oDt=new un(kut,1),cDt=(RH(),Rdt),new un(uwe,cDt),WEe=!0,n7e=(ok(),q3),r7e=q3,e7e=q3}function Ja(){Ja=V,PCt=new Ps("DIRECTION_PREPROCESSOR",0),DCt=new Ps("COMMENT_PREPROCESSOR",1),P5=new Ps("EDGE_AND_LAYER_CONSTRAINT_EDGE_REVERSER",2),aft=new Ps("INTERACTIVE_EXTERNAL_PORT_POSITIONER",3),ZCt=new Ps("PARTITION_PREPROCESSOR",4),QU=new Ps("LABEL_DUMMY_INSERTER",5),oG=new Ps("SELF_LOOP_PREPROCESSOR",6),E3=new Ps("LAYER_CONSTRAINT_PREPROCESSOR",7),QCt=new Ps("PARTITION_MIDPROCESSOR",8),qCt=new Ps("HIGH_DEGREE_NODE_LAYER_PROCESSOR",9),YCt=new Ps("NODE_PROMOTION",10),k3=new Ps("LAYER_CONSTRAINT_POSTPROCESSOR",11),JCt=new Ps("PARTITION_POSTPROCESSOR",12),jCt=new Ps("HIERARCHICAL_PORT_CONSTRAINT_PROCESSOR",13),t_t=new Ps("SEMI_INTERACTIVE_CROSSMIN_PROCESSOR",14),CCt=new Ps("BREAKING_POINT_INSERTER",15),eG=new Ps("LONG_EDGE_SPLITTER",16),oft=new Ps("PORT_SIDE_PROCESSOR",17),YU=new Ps("INVERTED_PORT_PROCESSOR",18),iG=new Ps("PORT_LIST_SORTER",19),n_t=new Ps("SORT_BY_INPUT_ORDER_OF_MODEL",20),rG=new Ps("NORTH_SOUTH_PORT_PREPROCESSOR",21),_Ct=new Ps("BREAKING_POINT_PROCESSOR",22),XCt=new Ps(e2e,23),r_t=new Ps(n2e,24),sG=new Ps("SELF_LOOP_PORT_RESTORER",25),e_t=new Ps("SINGLE_EDGE_GRAPH_WRAPPER",26),XU=new Ps("IN_LAYER_CONSTRAINT_PROCESSOR",27),FCt=new Ps("END_NODE_PORT_LABEL_MANAGEMENT_PROCESSOR",28),KCt=new Ps("LABEL_AND_NODE_SIZE_PROCESSOR",29),GCt=new Ps("INNERMOST_NODE_MARGIN_CALCULATOR",30),cG=new Ps("SELF_LOOP_ROUTER",31),LCt=new Ps("COMMENT_NODE_MARGIN_CALCULATOR",32),WU=new Ps("END_LABEL_PREPROCESSOR",33),ZU=new Ps("LABEL_DUMMY_SWITCHER",34),ACt=new Ps("CENTER_LABEL_MANAGEMENT_PROCESSOR",35),bT=new Ps("LABEL_SIDE_SELECTOR",36),VCt=new Ps("HYPEREDGE_DUMMY_MERGER",37),$Ct=new Ps("HIERARCHICAL_PORT_DUMMY_SIZE_PROCESSOR",38),WCt=new Ps("LAYER_SIZE_AND_GRAPH_HEIGHT_CALCULATOR",39),pA=new Ps("HIERARCHICAL_PORT_POSITION_PROCESSOR",40),ICt=new Ps("CONSTRAINTS_POSTPROCESSOR",41),MCt=new Ps("COMMENT_POSTPROCESSOR",42),UCt=new Ps("HYPERNODE_PROCESSOR",43),zCt=new Ps("HIERARCHICAL_PORT_ORTHOGONAL_EDGE_ROUTER",44),tG=new Ps("LONG_EDGE_JOINER",45),aG=new Ps("SELF_LOOP_POSTPROCESSOR",46),SCt=new Ps("BREAKING_POINT_REMOVER",47),nG=new Ps("NORTH_SOUTH_PORT_POSTPROCESSOR",48),HCt=new Ps("HORIZONTAL_COMPACTOR",49),JU=new Ps("LABEL_DUMMY_REMOVER",50),BCt=new Ps("FINAL_SPLINE_BENDPOINTS_CALCULATOR",51),NCt=new Ps("END_LABEL_SORTER",52),qP=new Ps("REVERSED_EDGE_RESTORER",53),KU=new Ps("END_LABEL_POSTPROCESSOR",54),RCt=new Ps("HIERARCHICAL_NODE_RESIZER",55),OCt=new Ps("DIRECTION_POSTPROCESSOR",56)}function Wkt(){Wkt=V,rSt=(HI(),bG),p5e=new un(H8t,rSt),S5e=new un(V8t,(Nn(),!1)),uSt=(oq(),Nft),I5e=new un(IV,uSt),K5e=new un(U8t,!1),W5e=new un(G8t,!0),z4e=new un(K8t,!1),wSt=(zI(),b1t),uxe=new un(W8t,wSt),fe(1),wxe=new un(Y8t,fe(7)),mxe=new un(X8t,!1),A5e=new un(Q8t,!1),nSt=(Mp(),kft),g5e=new un(Nut,nSt),fSt=(Np(),c1t),G5e=new un(bP,fSt),lSt=(Ph(),QP),R5e=new un(J8t,lSt),fe(-1),B5e=new un(Z8t,null),fe(-1),j5e=new un(tEt,fe(-1)),fe(-1),$5e=new un(Fut,fe(4)),fe(-1),q5e=new un(But,fe(2)),hSt=(sf(),WG),U5e=new un(Rut,hSt),fe(0),V5e=new un(jut,fe(0)),N5e=new un($ut,fe(ki)),eSt=(z_(),wA),d5e=new un(HS,eSt),J4e=new un(eEt,!1),s5e=new un(zut,.1),h5e=new un(qut,!1),o5e=new un(nEt,null),c5e=new un(rEt,null),fe(-1),u5e=new un(iEt,null),fe(-1),l5e=new un(sEt,fe(-1)),fe(0),Z4e=new un(aEt,fe(40)),tSt=(s7(),Oft),r5e=new un(Hut,tSt),Z_t=GP,t5e=new un(OV,Z_t),bSt=(oS(),DA),cxe=new un(C5,bSt),Z5e=new Ni(PV),dSt=(FI(),mG),Y5e=new un(Vut,dSt),gSt=(kO(),vG),Q5e=new un(Uut,gSt),nxe=new un(Gut,.3),ixe=new Ni(Kut),pSt=(Yy(),KG),sxe=new un(Wut,pSt),aSt=(Yq(),m1t),y5e=new un(oEt,aSt),oSt=(W_(),y1t),x5e=new un(cEt,oSt),cSt=(d7(),PA),k5e=new un(NV,cSt),T5e=new un(FV,.2),m5e=new un(Yut,2),dxe=new un(uEt,null),pxe=new un(lEt,10),gxe=new un(hEt,10),bxe=new un(fEt,20),fe(0),lxe=new un(dEt,fe(0)),fe(0),hxe=new un(gEt,fe(0)),fe(0),fxe=new un(pEt,fe(0)),q4e=new un(Xut,!1),Y_t=(A7(),mA),V4e=new un(bEt,Y_t),W_t=(mq(),yft),H4e=new un(wEt,W_t),M5e=new un(BV,!1),fe(0),L5e=new un(Qut,fe(16)),fe(0),D5e=new un(Jut,fe(5)),ySt=(Zq(),E1t),Rxe=new un(Pg,ySt),vxe=new un(RV,10),kxe=new un(jV,1),vSt=(Nq(),pG),Lxe=new un(VS,vSt),Cxe=new Ni(Zut),mSt=fe(1),fe(0),Sxe=new un(tlt,mSt),xSt=(Pq(),k1t),qxe=new un($V,xSt),jxe=new Ni(zV),Pxe=new un(qV,!0),Ixe=new un(HV,2),Fxe=new un(elt,!0),sSt=($H(),wG),w5e=new un(mEt,sSt),iSt=(gk(),yT),b5e=new un(vEt,iSt),J_t=(Vd(),Hp),Q4e=new un(VV,J_t),X4e=new un(yEt,!1),Y4e=new un(xEt,!1),X_t=(iw(),x3),U4e=new un(nlt,X_t),Q_t=(Q_(),u1t),W4e=new un(kEt,Q_t),G4e=new un(rlt,0),K4e=new un(ilt,0),P5e=Eft,O5e=UP,z5e=UG,H5e=UG,F5e=o1t,a5e=(Cg(),Wp),f5e=wA,i5e=wA,e5e=wA,n5e=Wp,txe=IA,exe=DA,X5e=DA,J5e=DA,rxe=d1t,oxe=IA,axe=IA,E5e=(_g(),Jk),C5e=Jk,_5e=PA,v5e=_N,yxe=BT,xxe=N3,Exe=BT,Txe=N3,Mxe=BT,Dxe=N3,_xe=xft,Axe=pG,Hxe=BT,Vxe=N3,$xe=BT,zxe=N3,Nxe=N3,Oxe=N3,Bxe=N3}function r_n(t,e,n){var r,s,o,h,d,m,k,T,A,N,j,U,W,tt,ct,Tt,St,Bt,Kt,ie,Ce,en,Je,On,Mn,er,Jr,cs,El,Vo,wh,px,eb,r1,i1,Rw,i8,w2,s8,u0,Y0,Fv,a8,bx,l0,jw,qg,VTe,sOt,Bv,TL,r0t,o8,CL,X3,_L,i0t,UTe;for(sOt=0,Jr=e,Vo=0,eb=Jr.length;Vo0&&(t.a[u0.p]=sOt++)}for(CL=0,cs=n,wh=0,r1=cs.length;wh0;){for(u0=(cr(bx.b>0),u(bx.a.Xb(bx.c=--bx.b),12)),a8=0,d=new J(u0.e);d.a0&&(u0.j==(ve(),Hn)?(t.a[u0.p]=CL,++CL):(t.a[u0.p]=CL+i1+i8,++i8))}CL+=i8}for(Fv=new Er,U=new Bd,er=e,El=0,px=er.length;Elk.b&&(k.b=l0)):u0.i.c==VTe&&(l0k.c&&(k.c=l0));for(HE(W,0,W.length,null),o8=Vt(Or,ii,28,W.length,15,1),r=Vt(Or,ii,28,CL+1,15,1),ct=0;ct0;)Ce%2>0&&(s+=i0t[Ce+1]),Ce=(Ce-1)/2|0,++i0t[Ce];for(Je=Vt(q6e,Ln,374,W.length*2,0,1),Bt=0;Bt0&&xI(El.f),ne(ct,FDt)!=null&&(d=u(ne(ct,FDt),347),Fv=d.Tg(ct),$4(ct,b.Math.max(ct.g,Fv.a),b.Math.max(ct.f,Fv.b)));if(r1=u(ne(e,Kp),107),j=e.g-(r1.b+r1.c),N=e.f-(r1.d+r1.a),l0.bh("Available Child Area: ("+j+"|"+N+")"),Oi(e,nx,j/N),ble(e,s,r.eh(px)),u(ne(e,Qk),280)==OK&&(Vkt(e),$4(e,r1.b+Rt(Ht(ne(e,ix)))+r1.c,r1.d+Rt(Ht(ne(e,rx)))+r1.a)),l0.bh("Executed layout algorithm: "+Gr(ne(e,zT))+" on node "+e.k),u(ne(e,Qk),280)==q3){if(j<0||N<0)throw nt(new lp("The size defined by the parent parallel node is too small for the space provided by the paddings of the child hierarchical node. "+e.k));for(td(e,ix)||td(e,rx)||Vkt(e),W=Rt(Ht(ne(e,ix))),U=Rt(Ht(ne(e,rx))),l0.bh("Desired Child Area: ("+W+"|"+U+")"),Rw=j/W,i8=N/U,i1=b.Math.min(Rw,b.Math.min(i8,Rt(Ht(ne(e,t7e))))),Oi(e,_K,i1),l0.bh(e.k+" -- Local Scale Factor (X|Y): ("+Rw+"|"+i8+")"),Bt=u(ne(e,vN),21),o=0,h=0,i1'?":hn(zwe,t)?"'(?<' or '(? toIndex: ",h8t=", toIndex: ",f8t="Index: ",d8t=", Size: ",W7="org.eclipse.elk.alg.common",Xr={50:1},lbe="org.eclipse.elk.alg.common.compaction",hbe="Scanline/EventHandler",F0="org.eclipse.elk.alg.common.compaction.oned",fbe="CNode belongs to another CGroup.",dbe="ISpacingsHandler/1",uut="The ",lut=" instance has been finished already.",gbe="The direction ",pbe=" is not supported by the CGraph instance.",bbe="OneDimensionalCompactor",wbe="OneDimensionalCompactor/lambda$0$Type",mbe="Quadruplet",vbe="ScanlineConstraintCalculator",ybe="ScanlineConstraintCalculator/ConstraintsScanlineHandler",xbe="ScanlineConstraintCalculator/ConstraintsScanlineHandler/lambda$0$Type",kbe="ScanlineConstraintCalculator/Timestamp",Ebe="ScanlineConstraintCalculator/lambda$0$Type",Xd={178:1,46:1},hut="org.eclipse.elk.alg.common.compaction.options",dc="org.eclipse.elk.core.data",g8t="org.eclipse.elk.polyomino.traversalStrategy",p8t="org.eclipse.elk.polyomino.lowLevelSort",b8t="org.eclipse.elk.polyomino.highLevelSort",w8t="org.eclipse.elk.polyomino.fill",af={134:1},fut="polyomino",NS="org.eclipse.elk.alg.common.networksimplex",B0={183:1,3:1,4:1},Tbe="org.eclipse.elk.alg.common.nodespacing",hw="org.eclipse.elk.alg.common.nodespacing.cellsystem",Y7="CENTER",Cbe={217:1,336:1},m8t={3:1,4:1,5:1,603:1},Tk="LEFT",Ck="RIGHT",v8t="Vertical alignment cannot be null",y8t="BOTTOM",xV="org.eclipse.elk.alg.common.nodespacing.internal",FS="UNDEFINED",cd=.01,sP="org.eclipse.elk.alg.common.nodespacing.internal.algorithm",_be="LabelPlacer/lambda$0$Type",Sbe="LabelPlacer/lambda$1$Type",Abe="portRatioOrPosition",X7="org.eclipse.elk.alg.common.overlaps",dut="DOWN",Qd="org.eclipse.elk.alg.common.polyomino",kV="NORTH",gut="EAST",put="SOUTH",but="WEST",EV="org.eclipse.elk.alg.common.polyomino.structures",x8t="Direction",wut="Grid is only of size ",mut=". Requested point (",vut=") is out of bounds.",TV=" Given center based coordinates were (",aP="org.eclipse.elk.graph.properties",Lbe="IPropertyHolder",k8t={3:1,96:1,137:1},_k="org.eclipse.elk.alg.common.spore",Mbe="org.eclipse.elk.alg.common.utils",fw={205:1},x5="org.eclipse.elk.core",Dbe="Connected Components Compaction",Ibe="org.eclipse.elk.alg.disco",CV="org.eclipse.elk.alg.disco.graph",yut="org.eclipse.elk.alg.disco.options",E8t="CompactionStrategy",T8t="org.eclipse.elk.disco.componentCompaction.strategy",C8t="org.eclipse.elk.disco.componentCompaction.componentLayoutAlgorithm",_8t="org.eclipse.elk.disco.debug.discoGraph",S8t="org.eclipse.elk.disco.debug.discoPolys",Obe="componentCompaction",dw="org.eclipse.elk.disco",xut="org.eclipse.elk.spacing.componentComponent",kut="org.eclipse.elk.edge.thickness",Sk="org.eclipse.elk.aspectRatio",av="org.eclipse.elk.padding",k5="org.eclipse.elk.alg.disco.transform",Eut=1.5707963267948966,E5=17976931348623157e292,l3={3:1,4:1,5:1,198:1},Pbe={3:1,6:1,4:1,5:1,100:1,115:1},Tut="org.eclipse.elk.alg.force",A8t="ComponentsProcessor",Nbe="ComponentsProcessor/1",L8t="ElkGraphImporter/lambda$0$Type",oP="org.eclipse.elk.alg.force.graph",Fbe="Component Layout",M8t="org.eclipse.elk.alg.force.model",_V="org.eclipse.elk.force.model",D8t="org.eclipse.elk.force.iterations",I8t="org.eclipse.elk.force.repulsivePower",Cut="org.eclipse.elk.force.temperature",Jd=.001,_ut="org.eclipse.elk.force.repulsion",BS="org.eclipse.elk.alg.force.options",Q7=1.600000023841858,Lu="org.eclipse.elk.force",cP="org.eclipse.elk.priority",h3="org.eclipse.elk.spacing.nodeNode",Sut="org.eclipse.elk.spacing.edgeLabel",SV="org.eclipse.elk.randomSeed",RS="org.eclipse.elk.separateConnectedComponents",jS="org.eclipse.elk.interactive",Aut="org.eclipse.elk.portConstraints",AV="org.eclipse.elk.edgeLabels.inline",$S="org.eclipse.elk.omitNodeMicroLayout",J7="org.eclipse.elk.nodeSize.fixedGraphSize",Ak="org.eclipse.elk.nodeSize.options",T5="org.eclipse.elk.nodeSize.constraints",Z7="org.eclipse.elk.nodeLabels.placement",tT="org.eclipse.elk.portLabels.placement",uP="org.eclipse.elk.topdownLayout",lP="org.eclipse.elk.topdown.scaleFactor",hP="org.eclipse.elk.topdown.hierarchicalNodeWidth",fP="org.eclipse.elk.topdown.hierarchicalNodeAspectRatio",ov="org.eclipse.elk.topdown.nodeType",O8t="origin",Bbe="random",Rbe="boundingBox.upLeft",jbe="boundingBox.lowRight",P8t="org.eclipse.elk.stress.fixed",N8t="org.eclipse.elk.stress.desiredEdgeLength",F8t="org.eclipse.elk.stress.dimension",B8t="org.eclipse.elk.stress.epsilon",R8t="org.eclipse.elk.stress.iterationLimit",Vb="org.eclipse.elk.stress",$be="ELK Stress",Lk="org.eclipse.elk.nodeSize.minimum",LV="org.eclipse.elk.alg.force.stress",zbe="Layered layout",Mk="org.eclipse.elk.alg.layered",dP="org.eclipse.elk.alg.layered.compaction.components",zS="org.eclipse.elk.alg.layered.compaction.oned",MV="org.eclipse.elk.alg.layered.compaction.oned.algs",gw="org.eclipse.elk.alg.layered.compaction.recthull",ud="org.eclipse.elk.alg.layered.components",Zd="NONE",j8t="MODEL_ORDER",$c={3:1,6:1,4:1,9:1,5:1,126:1},qbe={3:1,6:1,4:1,5:1,150:1,100:1,115:1},DV="org.eclipse.elk.alg.layered.compound",Vi={47:1},su="org.eclipse.elk.alg.layered.graph",Lut=" -> ",Hbe="Not supported by LGraph",$8t="Port side is undefined",Mut={3:1,6:1,4:1,5:1,482:1,150:1,100:1,115:1},Bp={3:1,6:1,4:1,5:1,150:1,199:1,210:1,100:1,115:1},Vbe={3:1,6:1,4:1,5:1,150:1,2042:1,210:1,100:1,115:1},Ube=`([{"' \r +`,Gbe=`)]}"' \r +`,Kbe="The given string contains parts that cannot be parsed as numbers.",gP="org.eclipse.elk.core.math",Wbe={3:1,4:1,140:1,214:1,423:1},Ybe={3:1,4:1,107:1,214:1,423:1},Rp="org.eclipse.elk.alg.layered.graph.transform",Xbe="ElkGraphImporter",Qbe="ElkGraphImporter/lambda$1$Type",Jbe="ElkGraphImporter/lambda$2$Type",Zbe="ElkGraphImporter/lambda$4$Type",Yn="org.eclipse.elk.alg.layered.intermediate",t2e="Node margin calculation",e2e="ONE_SIDED_GREEDY_SWITCH",n2e="TWO_SIDED_GREEDY_SWITCH",Dut="No implementation is available for the layout processor ",Iut="IntermediateProcessorStrategy",Out="Node '",r2e="FIRST_SEPARATE",i2e="LAST_SEPARATE",s2e="Odd port side processing",Gs="org.eclipse.elk.alg.layered.intermediate.compaction",qS="org.eclipse.elk.alg.layered.intermediate.greedyswitch",R0="org.eclipse.elk.alg.layered.p3order.counting",pP={230:1},Dk="org.eclipse.elk.alg.layered.intermediate.loops",lh="org.eclipse.elk.alg.layered.intermediate.loops.ordering",Ub="org.eclipse.elk.alg.layered.intermediate.loops.routing",z8t="org.eclipse.elk.alg.layered.intermediate.preserveorder",t0="org.eclipse.elk.alg.layered.intermediate.wrapping",zc="org.eclipse.elk.alg.layered.options",Put="INTERACTIVE",q8t="GREEDY",a2e="DEPTH_FIRST",o2e="EDGE_LENGTH",c2e="SELF_LOOPS",u2e="firstTryWithInitialOrder",H8t="org.eclipse.elk.layered.directionCongruency",V8t="org.eclipse.elk.layered.feedbackEdges",IV="org.eclipse.elk.layered.interactiveReferencePoint",U8t="org.eclipse.elk.layered.mergeEdges",G8t="org.eclipse.elk.layered.mergeHierarchyEdges",K8t="org.eclipse.elk.layered.allowNonFlowPortsToSwitchSides",W8t="org.eclipse.elk.layered.portSortingStrategy",Y8t="org.eclipse.elk.layered.thoroughness",X8t="org.eclipse.elk.layered.unnecessaryBendpoints",Q8t="org.eclipse.elk.layered.generatePositionAndLayerIds",Nut="org.eclipse.elk.layered.cycleBreaking.strategy",bP="org.eclipse.elk.layered.layering.strategy",J8t="org.eclipse.elk.layered.layering.layerConstraint",Z8t="org.eclipse.elk.layered.layering.layerChoiceConstraint",tEt="org.eclipse.elk.layered.layering.layerId",Fut="org.eclipse.elk.layered.layering.minWidth.upperBoundOnWidth",But="org.eclipse.elk.layered.layering.minWidth.upperLayerEstimationScalingFactor",Rut="org.eclipse.elk.layered.layering.nodePromotion.strategy",jut="org.eclipse.elk.layered.layering.nodePromotion.maxIterations",$ut="org.eclipse.elk.layered.layering.coffmanGraham.layerBound",HS="org.eclipse.elk.layered.crossingMinimization.strategy",eEt="org.eclipse.elk.layered.crossingMinimization.forceNodeModelOrder",zut="org.eclipse.elk.layered.crossingMinimization.hierarchicalSweepiness",qut="org.eclipse.elk.layered.crossingMinimization.semiInteractive",nEt="org.eclipse.elk.layered.crossingMinimization.inLayerPredOf",rEt="org.eclipse.elk.layered.crossingMinimization.inLayerSuccOf",iEt="org.eclipse.elk.layered.crossingMinimization.positionChoiceConstraint",sEt="org.eclipse.elk.layered.crossingMinimization.positionId",aEt="org.eclipse.elk.layered.crossingMinimization.greedySwitch.activationThreshold",Hut="org.eclipse.elk.layered.crossingMinimization.greedySwitch.type",OV="org.eclipse.elk.layered.crossingMinimization.greedySwitchHierarchical.type",C5="org.eclipse.elk.layered.nodePlacement.strategy",PV="org.eclipse.elk.layered.nodePlacement.favorStraightEdges",Vut="org.eclipse.elk.layered.nodePlacement.bk.edgeStraightening",Uut="org.eclipse.elk.layered.nodePlacement.bk.fixedAlignment",Gut="org.eclipse.elk.layered.nodePlacement.linearSegments.deflectionDampening",Kut="org.eclipse.elk.layered.nodePlacement.networkSimplex.nodeFlexibility",Wut="org.eclipse.elk.layered.nodePlacement.networkSimplex.nodeFlexibility.default",oEt="org.eclipse.elk.layered.edgeRouting.selfLoopDistribution",cEt="org.eclipse.elk.layered.edgeRouting.selfLoopOrdering",NV="org.eclipse.elk.layered.edgeRouting.splines.mode",FV="org.eclipse.elk.layered.edgeRouting.splines.sloppy.layerSpacingFactor",Yut="org.eclipse.elk.layered.edgeRouting.polyline.slopedEdgeZoneWidth",uEt="org.eclipse.elk.layered.spacing.baseValue",lEt="org.eclipse.elk.layered.spacing.edgeNodeBetweenLayers",hEt="org.eclipse.elk.layered.spacing.edgeEdgeBetweenLayers",fEt="org.eclipse.elk.layered.spacing.nodeNodeBetweenLayers",dEt="org.eclipse.elk.layered.priority.direction",gEt="org.eclipse.elk.layered.priority.shortness",pEt="org.eclipse.elk.layered.priority.straightness",Xut="org.eclipse.elk.layered.compaction.connectedComponents",bEt="org.eclipse.elk.layered.compaction.postCompaction.strategy",wEt="org.eclipse.elk.layered.compaction.postCompaction.constraints",BV="org.eclipse.elk.layered.highDegreeNodes.treatment",Qut="org.eclipse.elk.layered.highDegreeNodes.threshold",Jut="org.eclipse.elk.layered.highDegreeNodes.treeHeight",Pg="org.eclipse.elk.layered.wrapping.strategy",RV="org.eclipse.elk.layered.wrapping.additionalEdgeSpacing",jV="org.eclipse.elk.layered.wrapping.correctionFactor",VS="org.eclipse.elk.layered.wrapping.cutting.strategy",Zut="org.eclipse.elk.layered.wrapping.cutting.cuts",tlt="org.eclipse.elk.layered.wrapping.cutting.msd.freedom",$V="org.eclipse.elk.layered.wrapping.validify.strategy",zV="org.eclipse.elk.layered.wrapping.validify.forbiddenIndices",qV="org.eclipse.elk.layered.wrapping.multiEdge.improveCuts",HV="org.eclipse.elk.layered.wrapping.multiEdge.distancePenalty",elt="org.eclipse.elk.layered.wrapping.multiEdge.improveWrappedEdges",mEt="org.eclipse.elk.layered.edgeLabels.sideSelection",vEt="org.eclipse.elk.layered.edgeLabels.centerLabelPlacementStrategy",VV="org.eclipse.elk.layered.considerModelOrder.strategy",yEt="org.eclipse.elk.layered.considerModelOrder.portModelOrder",xEt="org.eclipse.elk.layered.considerModelOrder.noModelOrder",nlt="org.eclipse.elk.layered.considerModelOrder.components",kEt="org.eclipse.elk.layered.considerModelOrder.longEdgeStrategy",rlt="org.eclipse.elk.layered.considerModelOrder.crossingCounterNodeInfluence",ilt="org.eclipse.elk.layered.considerModelOrder.crossingCounterPortInfluence",slt="layering",l2e="layering.minWidth",h2e="layering.nodePromotion",eT="crossingMinimization",UV="org.eclipse.elk.hierarchyHandling",f2e="crossingMinimization.greedySwitch",d2e="nodePlacement",g2e="nodePlacement.bk",p2e="edgeRouting",wP="org.eclipse.elk.edgeRouting",ld="spacing",EEt="priority",TEt="compaction",b2e="compaction.postCompaction",w2e="Specifies whether and how post-process compaction is applied.",CEt="highDegreeNodes",_Et="wrapping",m2e="wrapping.cutting",v2e="wrapping.validify",SEt="wrapping.multiEdge",alt="edgeLabels",US="considerModelOrder",AEt="org.eclipse.elk.spacing.commentComment",LEt="org.eclipse.elk.spacing.commentNode",MEt="org.eclipse.elk.spacing.edgeEdge",olt="org.eclipse.elk.spacing.edgeNode",DEt="org.eclipse.elk.spacing.labelLabel",IEt="org.eclipse.elk.spacing.labelPortHorizontal",OEt="org.eclipse.elk.spacing.labelPortVertical",PEt="org.eclipse.elk.spacing.labelNode",NEt="org.eclipse.elk.spacing.nodeSelfLoop",FEt="org.eclipse.elk.spacing.portPort",BEt="org.eclipse.elk.spacing.individual",REt="org.eclipse.elk.port.borderOffset",jEt="org.eclipse.elk.noLayout",$Et="org.eclipse.elk.port.side",mP="org.eclipse.elk.debugMode",zEt="org.eclipse.elk.alignment",qEt="org.eclipse.elk.insideSelfLoops.activate",HEt="org.eclipse.elk.insideSelfLoops.yo",clt="org.eclipse.elk.direction",VEt="org.eclipse.elk.nodeLabels.padding",UEt="org.eclipse.elk.portLabels.nextToPortIfPossible",GEt="org.eclipse.elk.portLabels.treatAsGroup",KEt="org.eclipse.elk.portAlignment.default",WEt="org.eclipse.elk.portAlignment.north",YEt="org.eclipse.elk.portAlignment.south",XEt="org.eclipse.elk.portAlignment.west",QEt="org.eclipse.elk.portAlignment.east",GV="org.eclipse.elk.contentAlignment",JEt="org.eclipse.elk.junctionPoints",ZEt="org.eclipse.elk.edgeLabels.placement",t7t="org.eclipse.elk.port.index",e7t="org.eclipse.elk.commentBox",n7t="org.eclipse.elk.hypernode",r7t="org.eclipse.elk.port.anchor",ult="org.eclipse.elk.partitioning.activate",llt="org.eclipse.elk.partitioning.partition",KV="org.eclipse.elk.position",i7t="org.eclipse.elk.margins",s7t="org.eclipse.elk.spacing.portsSurrounding",WV="org.eclipse.elk.interactiveLayout",Ec="org.eclipse.elk.core.util",a7t={3:1,4:1,5:1,601:1},y2e="NETWORK_SIMPLEX",o7t="SIMPLE",To={106:1,47:1},YV="org.eclipse.elk.alg.layered.p1cycles",Ng="org.eclipse.elk.alg.layered.p2layers",c7t={413:1,230:1},x2e={846:1,3:1,4:1},sl="org.eclipse.elk.alg.layered.p3order",Co="org.eclipse.elk.alg.layered.p4nodes",k2e={3:1,4:1,5:1,854:1},e0=1e-5,Gb="org.eclipse.elk.alg.layered.p4nodes.bk",hlt="org.eclipse.elk.alg.layered.p5edges",L1="org.eclipse.elk.alg.layered.p5edges.orthogonal",flt="org.eclipse.elk.alg.layered.p5edges.orthogonal.direction",dlt=1e-6,f3="org.eclipse.elk.alg.layered.p5edges.splines",glt=.09999999999999998,XV=1e-8,E2e=4.71238898038469,u7t=3.141592653589793,Fg="org.eclipse.elk.alg.mrtree",plt=.10000000149011612,QV="SUPER_ROOT",GS="org.eclipse.elk.alg.mrtree.graph",l7t=-17976931348623157e292,au="org.eclipse.elk.alg.mrtree.intermediate",T2e="Processor compute fanout",JV={3:1,6:1,4:1,5:1,534:1,100:1,115:1},C2e="Set neighbors in level",vP="org.eclipse.elk.alg.mrtree.options",_2e="DESCENDANTS",h7t="org.eclipse.elk.mrtree.compaction",f7t="org.eclipse.elk.mrtree.edgeEndTextureLength",d7t="org.eclipse.elk.mrtree.treeLevel",g7t="org.eclipse.elk.mrtree.positionConstraint",p7t="org.eclipse.elk.mrtree.weighting",b7t="org.eclipse.elk.mrtree.edgeRoutingMode",w7t="org.eclipse.elk.mrtree.searchOrder",S2e="Position Constraint",Mu="org.eclipse.elk.mrtree",A2e="org.eclipse.elk.tree",L2e="Processor arrange level",nT="org.eclipse.elk.alg.mrtree.p2order",Wl="org.eclipse.elk.alg.mrtree.p4route",m7t="org.eclipse.elk.alg.radial",pw=6.283185307179586,v7t="Before",y7t=5e-324,ZV="After",x7t="org.eclipse.elk.alg.radial.intermediate",M2e="COMPACTION",blt="org.eclipse.elk.alg.radial.intermediate.compaction",D2e={3:1,4:1,5:1,100:1},k7t="org.eclipse.elk.alg.radial.intermediate.optimization",wlt="No implementation is available for the layout option ",KS="org.eclipse.elk.alg.radial.options",E7t="org.eclipse.elk.radial.centerOnRoot",T7t="org.eclipse.elk.radial.orderId",C7t="org.eclipse.elk.radial.radius",tU="org.eclipse.elk.radial.rotate",mlt="org.eclipse.elk.radial.compactor",vlt="org.eclipse.elk.radial.compactionStepSize",_7t="org.eclipse.elk.radial.sorter",S7t="org.eclipse.elk.radial.wedgeCriteria",A7t="org.eclipse.elk.radial.optimizationCriteria",ylt="org.eclipse.elk.radial.rotation.targetAngle",xlt="org.eclipse.elk.radial.rotation.computeAdditionalWedgeSpace",L7t="org.eclipse.elk.radial.rotation.outgoingEdgeAngles",I2e="Compaction",M7t="rotation",Bh="org.eclipse.elk.radial",O2e="org.eclipse.elk.alg.radial.p1position.wedge",D7t="org.eclipse.elk.alg.radial.sorting",P2e=5.497787143782138,N2e=3.9269908169872414,F2e=2.356194490192345,B2e="org.eclipse.elk.alg.rectpacking",eU="org.eclipse.elk.alg.rectpacking.intermediate",klt="org.eclipse.elk.alg.rectpacking.options",I7t="org.eclipse.elk.rectpacking.trybox",O7t="org.eclipse.elk.rectpacking.currentPosition",P7t="org.eclipse.elk.rectpacking.desiredPosition",N7t="org.eclipse.elk.rectpacking.inNewRow",F7t="org.eclipse.elk.rectpacking.widthApproximation.strategy",B7t="org.eclipse.elk.rectpacking.widthApproximation.targetWidth",R7t="org.eclipse.elk.rectpacking.widthApproximation.optimizationGoal",j7t="org.eclipse.elk.rectpacking.widthApproximation.lastPlaceShift",$7t="org.eclipse.elk.rectpacking.packing.strategy",z7t="org.eclipse.elk.rectpacking.packing.compaction.rowHeightReevaluation",q7t="org.eclipse.elk.rectpacking.packing.compaction.iterations",H7t="org.eclipse.elk.rectpacking.whiteSpaceElimination.strategy",Elt="widthApproximation",R2e="Compaction Strategy",j2e="packing.compaction",Ol="org.eclipse.elk.rectpacking",rT="org.eclipse.elk.alg.rectpacking.p1widthapproximation",nU="org.eclipse.elk.alg.rectpacking.p2packing",$2e="No Compaction",V7t="org.eclipse.elk.alg.rectpacking.p3whitespaceelimination",yP="org.eclipse.elk.alg.rectpacking.util",rU="No implementation available for ",d3="org.eclipse.elk.alg.spore",g3="org.eclipse.elk.alg.spore.options",cv="org.eclipse.elk.sporeCompaction",Tlt="org.eclipse.elk.underlyingLayoutAlgorithm",U7t="org.eclipse.elk.processingOrder.treeConstruction",G7t="org.eclipse.elk.processingOrder.spanningTreeCostFunction",Clt="org.eclipse.elk.processingOrder.preferredRoot",_lt="org.eclipse.elk.processingOrder.rootSelection",Slt="org.eclipse.elk.structure.structureExtractionStrategy",K7t="org.eclipse.elk.compaction.compactionStrategy",W7t="org.eclipse.elk.compaction.orthogonal",Y7t="org.eclipse.elk.overlapRemoval.maxIterations",X7t="org.eclipse.elk.overlapRemoval.runScanline",Alt="processingOrder",z2e="overlapRemoval",iT="org.eclipse.elk.sporeOverlap",q2e="org.eclipse.elk.alg.spore.p1structure",Llt="org.eclipse.elk.alg.spore.p2processingorder",Mlt="org.eclipse.elk.alg.spore.p3execution",H2e="Topdown Layout",V2e="Invalid index: ",sT="org.eclipse.elk.core.alg",_5={341:1},p3={294:1},U2e="Make sure its type is registered with the ",Q7t=" utility class.",aT="true",Dlt="false",G2e="Couldn't clone property '",uv=.05,Pl="org.eclipse.elk.core.options",K2e=1.2999999523162842,lv="org.eclipse.elk.box",J7t="org.eclipse.elk.expandNodes",Z7t="org.eclipse.elk.box.packingMode",W2e="org.eclipse.elk.algorithm",Y2e="org.eclipse.elk.resolvedAlgorithm",tTt="org.eclipse.elk.bendPoints",c_n="org.eclipse.elk.labelManager",X2e="org.eclipse.elk.scaleFactor",Q2e="org.eclipse.elk.childAreaWidth",J2e="org.eclipse.elk.childAreaHeight",Z2e="org.eclipse.elk.animate",twe="org.eclipse.elk.animTimeFactor",ewe="org.eclipse.elk.layoutAncestors",nwe="org.eclipse.elk.maxAnimTime",rwe="org.eclipse.elk.minAnimTime",iwe="org.eclipse.elk.progressBar",swe="org.eclipse.elk.validateGraph",awe="org.eclipse.elk.validateOptions",owe="org.eclipse.elk.zoomToFit",u_n="org.eclipse.elk.font.name",cwe="org.eclipse.elk.font.size",eTt="org.eclipse.elk.topdown.sizeApproximator",nTt="org.eclipse.elk.topdown.scaleCap",uwe="org.eclipse.elk.edge.type",lwe="partitioning",hwe="nodeLabels",iU="portAlignment",Ilt="nodeSize",Olt="port",rTt="portLabels",xP="topdown",fwe="insideSelfLoops",WS="org.eclipse.elk.fixed",sU="org.eclipse.elk.random",iTt={3:1,34:1,22:1,347:1},dwe="port must have a parent node to calculate the port side",gwe="The edge needs to have exactly one edge section. Found: ",YS="org.eclipse.elk.core.util.adapters",Rh="org.eclipse.emf.ecore",S5="org.eclipse.elk.graph",pwe="EMapPropertyHolder",bwe="ElkBendPoint",wwe="ElkGraphElement",mwe="ElkConnectableShape",sTt="ElkEdge",vwe="ElkEdgeSection",ywe="EModelElement",xwe="ENamedElement",aTt="ElkLabel",oTt="ElkNode",cTt="ElkPort",kwe={94:1,93:1},Ik="org.eclipse.emf.common.notify.impl",Kb="The feature '",XS="' is not a valid changeable feature",Ewe="Expecting null",Plt="' is not a valid feature",Twe="The feature ID",Cwe=" is not a valid feature ID",Pc=32768,_we={110:1,94:1,93:1,58:1,54:1,99:1},jn="org.eclipse.emf.ecore.impl",bw="org.eclipse.elk.graph.impl",QS="Recursive containment not allowed for ",oT="The datatype '",hv="' is not a valid classifier",Nlt="The value '",A5={195:1,3:1,4:1},Flt="The class '",cT="http://www.eclipse.org/elk/ElkGraph",uTt="property",JS="value",Blt="source",Swe="properties",Awe="identifier",Rlt="height",jlt="width",$lt="parent",zlt="text",qlt="children",Lwe="hierarchical",lTt="sources",Hlt="targets",hTt="sections",aU="bendPoints",fTt="outgoingShape",dTt="incomingShape",gTt="outgoingSections",pTt="incomingSections",io="org.eclipse.emf.common.util",bTt="Severe implementation error in the Json to ElkGraph importer.",n0="id",Pa="org.eclipse.elk.graph.json",wTt="Unhandled parameter types: ",Mwe="startPoint",Dwe="An edge must have at least one source and one target (edge id: '",uT="').",Iwe="Referenced edge section does not exist: ",Owe=" (edge id: '",mTt="target",Pwe="sourcePoint",Nwe="targetPoint",oU="group",bi="name",Fwe="connectableShape cannot be null",Bwe="edge cannot be null",Vlt="Passed edge is not 'simple'.",cU="org.eclipse.elk.graph.util",kP="The 'no duplicates' constraint is violated",Ult="targetIndex=",ww=", size=",Glt="sourceIndex=",r0={3:1,4:1,20:1,31:1,56:1,16:1,15:1,59:1,70:1,66:1,61:1},Klt={3:1,4:1,20:1,31:1,56:1,16:1,51:1,15:1,59:1,70:1,66:1,61:1,596:1},uU="logging",Rwe="measureExecutionTime",jwe="parser.parse.1",$we="parser.parse.2",lU="parser.next.1",Wlt="parser.next.2",zwe="parser.next.3",qwe="parser.next.4",mw="parser.factor.1",vTt="parser.factor.2",Hwe="parser.factor.3",Vwe="parser.factor.4",Uwe="parser.factor.5",Gwe="parser.factor.6",Kwe="parser.atom.1",Wwe="parser.atom.2",Ywe="parser.atom.3",yTt="parser.atom.4",Ylt="parser.atom.5",xTt="parser.cc.1",hU="parser.cc.2",Xwe="parser.cc.3",Qwe="parser.cc.5",kTt="parser.cc.6",ETt="parser.cc.7",Xlt="parser.cc.8",Jwe="parser.ope.1",Zwe="parser.ope.2",tme="parser.ope.3",jp="parser.descape.1",eme="parser.descape.2",nme="parser.descape.3",rme="parser.descape.4",ime="parser.descape.5",jh="parser.process.1",sme="parser.quantifier.1",ame="parser.quantifier.2",ome="parser.quantifier.3",cme="parser.quantifier.4",TTt="parser.quantifier.5",ume="org.eclipse.emf.common.notify",CTt={424:1,686:1},lme={3:1,4:1,20:1,31:1,56:1,16:1,15:1,70:1,61:1},EP={378:1,152:1},ZS="index=",Qlt={3:1,4:1,5:1,129:1},hme={3:1,4:1,20:1,31:1,56:1,16:1,15:1,59:1,70:1,61:1},_Tt={3:1,6:1,4:1,5:1,198:1},fme={3:1,4:1,5:1,173:1,379:1},dme=";/?:@&=+$,",gme="invalid authority: ",pme="EAnnotation",bme="ETypedElement",wme="EStructuralFeature",mme="EAttribute",vme="EClassifier",yme="EEnumLiteral",xme="EGenericType",kme="EOperation",Eme="EParameter",Tme="EReference",Cme="ETypeParameter",Zi="org.eclipse.emf.ecore.util",Jlt={79:1},STt={3:1,20:1,16:1,15:1,61:1,597:1,79:1,71:1,97:1},_me="org.eclipse.emf.ecore.util.FeatureMap$Entry",al=8192,b3=2048,tA="byte",fU="char",eA="double",nA="float",rA="int",iA="long",sA="short",Sme="java.lang.Object",L5={3:1,4:1,5:1,254:1},ATt={3:1,4:1,5:1,688:1},Ame={3:1,4:1,20:1,31:1,56:1,16:1,15:1,59:1,70:1,66:1,61:1,71:1},nc={3:1,4:1,20:1,31:1,56:1,16:1,15:1,59:1,70:1,66:1,61:1,79:1,71:1,97:1},TP="mixed",ti="http:///org/eclipse/emf/ecore/util/ExtendedMetaData",of="kind",Lme={3:1,4:1,5:1,689:1},LTt={3:1,4:1,20:1,31:1,56:1,16:1,15:1,70:1,61:1,79:1,71:1,97:1},dU={20:1,31:1,56:1,16:1,15:1,61:1,71:1},gU={51:1,128:1,287:1},pU={76:1,343:1},bU="The value of type '",wU="' must be of type 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If set to '-1' multiple values are tested and the best result is selected."),fe(4)),ic),Na),Ze(_n)))),Bs(e,Fut,bP,z5e),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,But),l2e),"Upper Layer Estimation Scaling Factor [MinWidth Layerer]"),"Multiplied with Upper Bound On Width for defining an upper bound on the width of layers which haven't been determined yet, but whose maximum width had been (roughly) estimated by the MinWidth algorithm. Compensates for too high estimations. 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E.g. if node A is before node B in the model this is not changed during crossing minimization. This assumes that the node model order is already respected before crossing minimization. This can be achieved by setting considerModelOrder.strategy to NODES_AND_EDGES."),!1),aa),Es),Ze(_n)))),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,zut),eT),"Hierarchical Sweepiness"),"How likely it is to use cross-hierarchy (1) vs bottom-up (-1)."),.1),Ga),zs),Ze(_n)))),Bs(e,zut,UV,a5e),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,qut),eT),"Semi-Interactive Crossing Minimization"),"Preserves the order of nodes within a layer but still minimizes crossings between edges connecting long edge dummies. Derives the desired order from positions specified by the 'org.eclipse.elk.position' layout option. 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Two configurations are possible: (a) allow ports to move freely on the side they are assigned to (the order is always defined beforehand), (b) additionally allow to enlarge a node wherever it helps. If this option is not configured for a node, the 'nodeFlexibility.default' value is used, which is specified for the node's parent."),rs),h1t),Ze(Js)))),Bs(e,Kut,C5,oxe),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,Wut),"nodePlacement.networkSimplex.nodeFlexibility"),"Node Flexibility Default"),"Default value of the 'nodeFlexibility' option for the children of a hierarchical node."),pSt),rs),h1t),Ze(_n)))),Bs(e,Wut,C5,axe),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,oEt),p2e),"Self-Loop Distribution"),"Alter the distribution of the loops around the node. It only takes effect for PortConstraints.FREE."),aSt),rs),LAt),Ze(Js)))),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,cEt),p2e),"Self-Loop Ordering"),"Alter the ordering of the loops they can either be stacked or sequenced. It only takes effect for PortConstraints.FREE."),oSt),rs),MAt),Ze(Js)))),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,NV),"edgeRouting.splines"),"Spline Routing Mode"),"Specifies the way control points are assembled for each individual edge. CONSERVATIVE ensures that edges are properly routed around the nodes but feels rather orthogonal at times. SLOPPY uses fewer control points to obtain curvier edge routes but may result in edges overlapping nodes."),cSt),rs),IAt),Ze(_n)))),Bs(e,NV,wP,E5e),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,FV),"edgeRouting.splines.sloppy"),"Sloppy Spline Layer Spacing Factor"),"Spacing factor for routing area between layers when using sloppy spline routing."),.2),Ga),zs),Ze(_n)))),Bs(e,FV,wP,C5e),Bs(e,FV,NV,_5e),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,Yut),"edgeRouting.polyline"),"Sloped Edge Zone Width"),"Width of the strip to the left and to the right of each layer where the polyline edge router is allowed to refrain from ensuring that edges are routed horizontally. This prevents awkward bend points for nodes that extent almost to the edge of their layer."),2),Ga),zs),Ze(_n)))),Bs(e,Yut,wP,v5e),Xe(e,new qe(We(Ke(Ye(He(Ge(Ve(Ue(new je,uEt),ld),"Spacing Base Value"),"An optional base value for all other layout options of the 'spacing' group. It can be used to conveniently alter the overall 'spaciousness' of the drawing. Whenever an explicit value is set for the other layout options, this base value will have no effect. The base value is not inherited, i.e. it must be set for each hierarchical node."),Ga),zs),Ze(_n)))),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,lEt),ld),"Edge Node Between Layers Spacing"),"The spacing to be preserved between nodes and edges that are routed next to the node's layer. For the spacing between nodes and edges that cross the node's layer 'spacing.edgeNode' is used."),10),Ga),zs),Ze(_n)))),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,hEt),ld),"Edge Edge Between Layer Spacing"),"Spacing to be preserved between pairs of edges that are routed between the same pair of layers. Note that 'spacing.edgeEdge' is used for the spacing between pairs of edges crossing the same layer."),10),Ga),zs),Ze(_n)))),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,fEt),ld),"Node Node Between Layers Spacing"),"The spacing to be preserved between any pair of nodes of two adjacent layers. Note that 'spacing.nodeNode' is used for the spacing between nodes within the layer itself."),20),Ga),zs),Ze(_n)))),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,dEt),EEt),"Direction Priority"),"Defines how important it is to have a certain edge point into the direction of the overall layout. This option is evaluated during the cycle breaking phase."),fe(0)),ic),Na),Ze(c0)))),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,gEt),EEt),"Shortness Priority"),"Defines how important it is to keep an edge as short as possible. This option is evaluated during the layering phase."),fe(0)),ic),Na),Ze(c0)))),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,pEt),EEt),"Straightness Priority"),"Defines how important it is to keep an edge straight, i.e. aligned with one of the two axes. This option is evaluated during node placement."),fe(0)),ic),Na),Ze(c0)))),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,Xut),TEt),Dbe),"Tries to further compact components (disconnected sub-graphs)."),!1),aa),Es),Ze(_n)))),Bs(e,Xut,RS,!0),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,bEt),b2e),"Post Compaction Strategy"),w2e),Y_t),rs),I_t),Ze(_n)))),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,wEt),b2e),"Post Compaction Constraint Calculation"),w2e),W_t),rs),l_t),Ze(_n)))),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,BV),CEt),"High Degree Node Treatment"),"Makes room around high degree nodes to place leafs and trees."),!1),aa),Es),Ze(_n)))),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,Qut),CEt),"High Degree Node Threshold"),"Whether a node is considered to have a high degree."),fe(16)),ic),Na),Ze(_n)))),Bs(e,Qut,BV,!0),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,Jut),CEt),"High Degree Node Maximum Tree Height"),"Maximum height of a subtree connected to a high degree node to be moved to separate layers."),fe(5)),ic),Na),Ze(_n)))),Bs(e,Jut,BV,!0),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,Pg),_Et),"Graph Wrapping Strategy"),"For certain graphs and certain prescribed drawing areas it may be desirable to split the laid out graph into chunks that are placed side by side. 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Internally, it is simply multiplied with the 'aspect ratio' layout option."),1),Ga),zs),Ze(_n)))),Bs(e,jV,Pg,Exe),Bs(e,jV,Pg,Txe),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,VS),m2e),"Cutting Strategy"),"The strategy by which the layer indexes are determined at which the layering crumbles into chunks."),vSt),rs),g_t),Ze(_n)))),Bs(e,VS,Pg,Mxe),Bs(e,VS,Pg,Dxe),Xe(e,new qe(We(Ke(Ye(He(Ge(Ve(Ue(new je,Zut),m2e),"Manually Specified Cuts"),"Allows the user to specify her own cuts for a certain graph."),pd),$h),Ze(_n)))),Bs(e,Zut,VS,_xe),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,tlt),"wrapping.cutting.msd"),"MSD Freedom"),"The MSD cutting strategy starts with an initial guess on the number of chunks the graph should be split into. The freedom specifies how much the strategy may deviate from this guess. 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e=new H8,e},l.tf=function(e){},D(Pl,"BoxLayouterOptions/BoxFactory",992),M(297,22,{3:1,34:1,22:1,297:1},n_);var JA,xdt,ZA,tL,eL,kdt,Edt=Cr(Pl,"ContentAlignment",297,Ir,Pdn,zon),jEe;M(699,1,af,Aj),l.hf=function(e){Xe(e,new qe(We(Ke(Ye(He(Ge(Ve(Ue(new je,W2e),""),"Layout Algorithm"),"Select a specific layout algorithm."),(Pp(),ex)),Ne),Ze((A1(),_n))))),Xe(e,new qe(We(Ke(Ye(He(Ge(Ve(Ue(new je,Y2e),""),"Resolved Layout Algorithm"),"Meta data associated with the selected algorithm."),pd),N_n),Ze(_n)))),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,zEt),""),"Alignment"),"Alignment of the selected node relative to other nodes; the exact meaning depends on the used algorithm."),tDt),rs),KMt),Ze(Js)))),Xe(e,new qe(We(Ke(Ye(He(Ge(Ve(Ue(new je,Sk),""),"Aspect Ratio"),"The desired aspect ratio of the drawing, that is the quotient of width by height."),Ga),zs),Ze(_n)))),Xe(e,new qe(We(Ke(Ye(He(Ge(Ve(Ue(new je,tTt),""),"Bend Points"),"A fixed list of bend points for the edge. This is used by the 'Fixed Layout' algorithm to specify a pre-defined routing for an edge. The vector chain must include the source point, any bend points, and the target point, so it must have at least two points."),pd),GMt),Ze(c0)))),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,GV),""),"Content Alignment"),"Specifies how the content of a node are aligned. Each node can individually control the alignment of its contents. I.e. if a node should be aligned top left in its parent node, the parent node should specify that option."),nDt),Wk),Edt),Ze(_n)))),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,mP),""),"Debug Mode"),"Whether additional debug information shall be generated."),(Nn(),!1)),aa),Es),Ze(_n)))),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,clt),""),x8t),"Overall direction of edges: horizontal (right / left) or vertical (down / up)."),rDt),rs),iL),Ze(_n)))),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,wP),""),"Edge Routing"),"What kind of edge routing style should be applied for the content of a parent node. Algorithms may also set this option to single edges in order to mark them as splines. The bend point list of edges with this option set to SPLINES must be interpreted as control points for a piecewise cubic spline."),aDt),rs),Bdt),Ze(_n)))),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,J7t),""),"Expand Nodes"),"If active, nodes are expanded to fill the area of their parent."),!1),aa),Es),Ze(_n)))),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,UV),""),"Hierarchy Handling"),"Determines whether separate layout runs are triggered for different compound nodes in a hierarchical graph. Setting a node's hierarchy handling to `INCLUDE_CHILDREN` will lay out that node and all of its descendants in a single layout run, until a descendant is encountered which has its hierarchy handling set to `SEPARATE_CHILDREN`. In general, `SEPARATE_CHILDREN` will ensure that a new layout run is triggered for a node with that setting. Including multiple levels of hierarchy in a single layout run may allow cross-hierarchical edges to be laid out properly. 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If this option is enabled and at least one error is found, the layout process is aborted and a message is shown to the user."),!1),aa),Es),Ze(_n)))),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,awe),""),"Validate Options"),"Whether layout options shall be validated before any layout algorithm is applied. If this option is enabled and at least one error is found, the layout process is aborted and a message is shown to the user."),!0),aa),Es),Ze(_n)))),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,owe),""),"Zoom to Fit"),"Whether the zoom level shall be set to view the whole diagram after layout."),!1),aa),Es),Ze(_n)))),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,Z7t),"box"),"Box Layout Mode"),"Configures the packing mode used by the {@link BoxLayoutProvider}. If SIMPLE is not required (neither priorities are used nor the interactive mode), GROUP_DEC can improve the packing and decrease the area. GROUP_MIXED and GROUP_INC may, in very specific scenarios, work better."),eDt),rs),cIt),Ze(_n)))),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,AEt),ld),"Comment Comment Spacing"),"Spacing to be preserved between a comment box and other comment boxes connected to the same node. The space left between comment boxes of different nodes is controlled by the node-node spacing."),10),Ga),zs),Ze(_n)))),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,LEt),ld),"Comment Node Spacing"),"Spacing to be preserved between a node and its connected comment boxes. The space left between a node and the comments of another node is controlled by the node-node spacing."),10),Ga),zs),Ze(_n)))),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,xut),ld),"Components Spacing"),"Spacing to be preserved between pairs of connected components. This option is only relevant if 'separateConnectedComponents' is activated."),20),Ga),zs),Ze(_n)))),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,MEt),ld),"Edge Spacing"),"Spacing to be preserved between any two edges. Note that while this can somewhat easily be satisfied for the segments of orthogonally drawn edges, it is harder for general polylines or splines."),10),Ga),zs),Ze(_n)))),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,Sut),ld),"Edge Label Spacing"),"The minimal distance to be preserved between a label and the edge it is associated with. Note that the placement of a label is influenced by the 'edgelabels.placement' option."),2),Ga),zs),Ze(_n)))),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,olt),ld),"Edge Node Spacing"),"Spacing to be preserved between nodes and edges."),10),Ga),zs),Ze(_n)))),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,DEt),ld),"Label Spacing"),"Determines the amount of space to be left between two labels of the same graph element."),0),Ga),zs),Ze(_n)))),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,PEt),ld),"Label Node Spacing"),"Spacing to be preserved between labels and the border of node they are associated with. Note that the placement of a label is influenced by the 'nodelabels.placement' option."),5),Ga),zs),Ze(_n)))),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,IEt),ld),"Horizontal spacing between Label and Port"),"Horizontal spacing to be preserved between labels and the ports they are associated with. Note that the placement of a label is influenced by the 'portlabels.placement' option."),1),Ga),zs),Ze(_n)))),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,OEt),ld),"Vertical spacing between Label and Port"),"Vertical spacing to be preserved between labels and the ports they are associated with. Note that the placement of a label is influenced by the 'portlabels.placement' option."),1),Ga),zs),Ze(_n)))),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,h3),ld),"Node Spacing"),"The minimal distance to be preserved between each two nodes."),20),Ga),zs),Ze(_n)))),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,NEt),ld),"Node Self Loop Spacing"),"Spacing to be preserved between a node and its self loops."),10),Ga),zs),Ze(_n)))),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,FEt),ld),"Port Spacing"),"Spacing between pairs of ports of the same node."),10),Ga),zs),Gi(_n,ot(st(H0,1),te,170,0,[Js]))))),Xe(e,new qe(We(Ke(Ye(He(Ge(Ve(Ue(new je,BEt),ld),"Individual Spacing"),"Allows to specify individual spacing values for graph elements that shall be different from the value specified for the element's parent."),pd),_7e),Gi(Js,ot(st(H0,1),te,170,0,[c0,Dw,Gp]))))),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,s7t),ld),"Additional Port Space"),"Additional space around the sets of ports on each node side. For each side of a node, this option can reserve additional space before and after the ports on each side. For example, a top spacing of 20 makes sure that the first port on the western and eastern side is 20 units away from the northern border."),PDt),pd),wCt),Ze(_n)))),Xe(e,new qe(We(Ke(Ye(He(Ge(Ve(Ue(new je,llt),lwe),"Layout Partition"),"Partition to which the node belongs. This requires Layout Partitioning to be active. Nodes with lower partition IDs will appear to the left of nodes with higher partition IDs (assuming a left-to-right layout direction)."),ic),Na),Gi(_n,ot(st(H0,1),te,170,0,[Js]))))),Bs(e,llt,ult,WEe),Xe(e,new qe(We(Ke(Ye(fn(He(Ge(Ve(Ue(new je,ult),lwe),"Layout Partitioning"),"Whether to activate partitioned layout. This will allow to group nodes through the Layout Partition option. a pair of nodes with different partition indices is then placed such that the node with lower index is placed to the left of the other node (with left-to-right layout direction). 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this.a==-1&&(e=Bst(this,this.b),this.a=e==null?0:Hi(e)),this.a},l.ld=function(){return Bst(this,this.b)},l.md=function(){return Bst(this,this.c)},l.Ci=function(e){this.a=e},l.Di=function(e){qyt(this,this.b,e)},l.nd=function(e){var n;return n=Bst(this,this.c),qyt(this,this.c,e),n},l.a=0,D(jn,"DynamicEObjectImpl/BasicEMapEntry",1522),M(1523,1,{114:1},Lc),l.Mk=function(e){throw nt(new Vr)},l.li=function(e){throw nt(new Vr)},l.mi=function(e,n){throw nt(new Vr)},l.ni=function(e){throw nt(new Vr)},l.Nk=function(){throw nt(new Vr)},l.Ok=function(){return this.a},l.Pk=function(){return this.b},l.Qk=function(){return this.c},l.Rk=function(){throw nt(new Vr)},l.Sk=function(e){throw nt(new Vr)},l.Tk=function(e){this.a=e},l.Uk=function(e){this.b=e},l.Vk=function(e){this.c=e},D(jn,"DynamicEObjectImpl/DynamicEPropertiesHolderImpl",1523),M(519,158,{110:1,94:1,93:1,598:1,155:1,58:1,114:1,54:1,99:1,519:1,158:1,119:1,120:1},HR),l.Ah=function(e){return dxt(this,e)},l.Lh=function(e,n,r){var s;switch(e){case 0:return!this.Ab&&(this.Ab=new Jt(oi,this,0,3)),this.Ab;case 1:return this.d;case 2:return r?(!this.b&&(this.b=new Hl((bn(),po),Sc,this)),this.b):(!this.b&&(this.b=new Hl((bn(),po),Sc,this)),II(this.b));case 3:return Mne(this);case 4:return!this.a&&(this.a=new Ns(l2,this,4)),this.a;case 5:return!this.c&&(this.c=new H4(l2,this,5)),this.c}return Ah(this,e-ur((bn(),Xp)),Tn((s=u($n(this,16),29),s||Xp),e),n,r)},l.Sh=function(e,n,r){var s,o,h;switch(n){case 0:return!this.Ab&&(this.Ab=new Jt(oi,this,0,3)),mu(this.Ab,e,r);case 3:return this.Cb&&(r=(o=this.Db>>16,o>=0?dxt(this,r):this.Cb.Th(this,-1-o,null,r))),Zvt(this,u(e,155),r)}return h=u(Tn((s=u($n(this,16),29),s||(bn(),Xp)),n),69),h.wk().zk(this,Su(this),n-ur((bn(),Xp)),e,r)},l.Uh=function(e,n,r){var s,o;switch(n){case 0:return!this.Ab&&(this.Ab=new Jt(oi,this,0,3)),no(this.Ab,e,r);case 2:return!this.b&&(this.b=new Hl((bn(),po),Sc,this)),lz(this.b,e,r);case 3:return Zvt(this,null,r);case 4:return!this.a&&(this.a=new Ns(l2,this,4)),no(this.a,e,r)}return o=u(Tn((s=u($n(this,16),29),s||(bn(),Xp)),n),69),o.wk().Ak(this,Su(this),n-ur((bn(),Xp)),e,r)},l.Wh=function(e){var n;switch(e){case 0:return!!this.Ab&&this.Ab.i!=0;case 1:return this.d!=null;case 2:return!!this.b&&this.b.f!=0;case 3:return!!Mne(this);case 4:return!!this.a&&this.a.i!=0;case 5:return!!this.c&&this.c.i!=0}return _h(this,e-ur((bn(),Xp)),Tn((n=u($n(this,16),29),n||Xp),e))},l.bi=function(e,n){var r;switch(e){case 0:!this.Ab&&(this.Ab=new Jt(oi,this,0,3)),Lr(this.Ab),!this.Ab&&(this.Ab=new Jt(oi,this,0,3)),bs(this.Ab,u(n,16));return;case 1:Fcn(this,Gr(n));return;case 2:!this.b&&(this.b=new Hl((bn(),po),Sc,this)),Kq(this.b,n);return;case 3:bde(this,u(n,155));return;case 4:!this.a&&(this.a=new Ns(l2,this,4)),Lr(this.a),!this.a&&(this.a=new Ns(l2,this,4)),bs(this.a,u(n,16));return;case 5:!this.c&&(this.c=new H4(l2,this,5)),Lr(this.c),!this.c&&(this.c=new H4(l2,this,5)),bs(this.c,u(n,16));return}Ih(this,e-ur((bn(),Xp)),Tn((r=u($n(this,16),29),r||Xp),e),n)},l.ii=function(){return bn(),Xp},l.ki=function(e){var n;switch(e){case 0:!this.Ab&&(this.Ab=new Jt(oi,this,0,3)),Lr(this.Ab);return;case 1:g4t(this,null);return;case 2:!this.b&&(this.b=new Hl((bn(),po),Sc,this)),this.b.c.$b();return;case 3:bde(this,null);return;case 4:!this.a&&(this.a=new Ns(l2,this,4)),Lr(this.a);return;case 5:!this.c&&(this.c=new H4(l2,this,5)),Lr(this.c);return}Dh(this,e-ur((bn(),Xp)),Tn((n=u($n(this,16),29),n||Xp),e))},l.Ib=function(){return vue(this)},l.d=null,D(jn,"EAnnotationImpl",519),M(141,721,STt,el),l.Gi=function(e,n){tin(this,e,u(n,44))},l.Wk=function(e,n){return nan(this,u(e,44),n)},l.$i=function(e){return u(u(this.c,71).$i(e),136)},l.Ii=function(){return u(this.c,71).Ii()},l.Ji=function(){return u(this.c,71).Ji()},l.Ki=function(e){return u(this.c,71).Ki(e)},l.Xk=function(e,n){return lz(this,e,n)},l.Fk=function(e){return 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9:return this.q}return Ah(this,e-ur(this.ii()),Tn((s=u($n(this,16),29),s||this.ii()),e),n,r)},l.Uh=function(e,n,r){var s,o;switch(n){case 0:return!this.Ab&&(this.Ab=new Jt(oi,this,0,3)),no(this.Ab,e,r);case 9:return Fit(this,r)}return o=u(Tn((s=u($n(this,16),29),s||this.ii()),n),69),o.wk().Ak(this,Su(this),n-ur(this.ii()),e,r)},l.Wh=function(e){var n,r;switch(e){case 0:return!!this.Ab&&this.Ab.i!=0;case 1:return this.zb!=null;case 2:return(this.Bb&256)==0;case 3:return(this.Bb&512)==0;case 4:return this.s!=0;case 5:return this.t!=1;case 6:return this.Jk();case 7:return r=this.s,r>=1;case 8:return!!this.r&&!this.q.e&&Mm(this.q).i==0;case 9:return!!this.q&&!(this.r&&!this.q.e&&Mm(this.q).i==0)}return _h(this,e-ur(this.ii()),Tn((n=u($n(this,16),29),n||this.ii()),e))},l.bi=function(e,n){var r,s;switch(e){case 0:!this.Ab&&(this.Ab=new Jt(oi,this,0,3)),Lr(this.Ab),!this.Ab&&(this.Ab=new Jt(oi,this,0,3)),bs(this.Ab,u(n,16));return;case 1:this.ui(Gr(n));return;case 2:Ap(this,Ie(De(n)));return;case 3:Lp(this,Ie(De(n)));return;case 4:Tp(this,u(n,17).a);return;case 5:this.Zk(u(n,17).a);return;case 8:rw(this,u(n,142));return;case 9:s=sd(this,u(n,89),null),s&&s.oj();return}Ih(this,e-ur(this.ii()),Tn((r=u($n(this,16),29),r||this.ii()),e),n)},l.ii=function(){return bn(),sTe},l.ki=function(e){var n,r;switch(e){case 0:!this.Ab&&(this.Ab=new Jt(oi,this,0,3)),Lr(this.Ab);return;case 1:this.ui(null);return;case 2:Ap(this,!0);return;case 3:Lp(this,!0);return;case 4:Tp(this,0);return;case 5:this.Zk(1);return;case 8:rw(this,null);return;case 9:r=sd(this,null,null),r&&r.oj();return}Dh(this,e-ur(this.ii()),Tn((n=u($n(this,16),29),n||this.ii()),e))},l.pi=function(){rf(this),this.Bb|=1},l.Hk=function(){return rf(this)},l.Ik=function(){return this.t},l.Jk=function(){var e;return e=this.t,e>1||e==-1},l.Si=function(){return(this.Bb&512)!=0},l.Yk=function(e,n){return o5t(this,e,n)},l.Zk=function(e){Hy(this,e)},l.Ib=function(){return E6t(this)},l.s=0,l.t=1,D(jn,"ETypedElementImpl",291),M(461,291,{110:1,94:1,93:1,155:1,197:1,58:1,179:1,69:1,114:1,480:1,54:1,99:1,158:1,461:1,291:1,119:1,120:1,692:1}),l.Ah=function(e){return che(this,e)},l.Lh=function(e,n,r){var s,o;switch(e){case 0:return!this.Ab&&(this.Ab=new Jt(oi,this,0,3)),this.Ab;case 1:return this.zb;case 2:return Nn(),!!(this.Bb&256);case 3:return Nn(),!!(this.Bb&512);case 4:return fe(this.s);case 5:return fe(this.t);case 6:return Nn(),!!this.Jk();case 7:return Nn(),o=this.s,o>=1;case 8:return n?rf(this):this.r;case 9:return this.q;case 10:return Nn(),!!(this.Bb&Uf);case 11:return Nn(),!!(this.Bb&b3);case 12:return Nn(),!!(this.Bb&u3);case 13:return this.j;case 14:return I7(this);case 15:return Nn(),!!(this.Bb&al);case 16:return Nn(),!!(this.Bb&Wd);case 17:return Ny(this)}return Ah(this,e-ur(this.ii()),Tn((s=u($n(this,16),29),s||this.ii()),e),n,r)},l.Sh=function(e,n,r){var s,o,h;switch(n){case 0:return!this.Ab&&(this.Ab=new 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this.j!=null;case 14:return I7(this)!=null;case 15:return(this.Bb&al)!=0;case 16:return(this.Bb&Wd)!=0;case 17:return!!Ny(this)}return _h(this,e-ur(this.ii()),Tn((n=u($n(this,16),29),n||this.ii()),e))},l.bi=function(e,n){var r,s;switch(e){case 0:!this.Ab&&(this.Ab=new Jt(oi,this,0,3)),Lr(this.Ab),!this.Ab&&(this.Ab=new Jt(oi,this,0,3)),bs(this.Ab,u(n,16));return;case 1:ust(this,Gr(n));return;case 2:Ap(this,Ie(De(n)));return;case 3:Lp(this,Ie(De(n)));return;case 4:Tp(this,u(n,17).a);return;case 5:this.Zk(u(n,17).a);return;case 8:rw(this,u(n,142));return;case 9:s=sd(this,u(n,89),null),s&&s.oj();return;case 10:p7(this,Ie(De(n)));return;case 11:m7(this,Ie(De(n)));return;case 12:b7(this,Ie(De(n)));return;case 13:Zwt(this,Gr(n));return;case 15:w7(this,Ie(De(n)));return;case 16:v7(this,Ie(De(n)));return}Ih(this,e-ur(this.ii()),Tn((r=u($n(this,16),29),r||this.ii()),e),n)},l.ii=function(){return bn(),iTe},l.ki=function(e){var n,r;switch(e){case 0:!this.Ab&&(this.Ab=new Jt(oi,this,0,3)),Lr(this.Ab);return;case 1:At(this.Cb,90)&&t3(Sl(u(this.Cb,90)),4),wu(this,null);return;case 2:Ap(this,!0);return;case 3:Lp(this,!0);return;case 4:Tp(this,0);return;case 5:this.Zk(1);return;case 8:rw(this,null);return;case 9:r=sd(this,null,null),r&&r.oj();return;case 10:p7(this,!0);return;case 11:m7(this,!1);return;case 12:b7(this,!1);return;case 13:this.i=null,zq(this,null);return;case 15:w7(this,!1);return;case 16:v7(this,!1);return}Dh(this,e-ur(this.ii()),Tn((n=u($n(this,16),29),n||this.ii()),e))},l.pi=function(){NE(Ro((rl(),Fa),this)),rf(this),this.Bb|=1},l.pk=function(){return this.f},l.ik=function(){return I7(this)},l.qk=function(){return Ny(this)},l.uk=function(){return null},l.$k=function(){return this.k},l.Lj=function(){return this.n},l.vk=function(){return NH(this)},l.wk=function(){var e,n,r,s,o,h,d,m,k;return this.p||(r=Ny(this),(r.i==null&&Kd(r),r.i).length,s=this.uk(),s&&ur(Ny(s)),o=rf(this),d=o.kk(),e=d?d.i&1?d==Fl?Es:d==Or?Na:d==Y3?gT:d==wa?zs:d==b2?dv:d==gx?gv:d==cl?Ok:uA:d:null,n=I7(this),m=o.ik(),Xbn(this),this.Bb&Wd&&((h=yxt((rl(),Fa),r))&&h!=this||(h=Q6(Ro(Fa,this))))?this.p=new UXt(this,h):this.Jk()?this.al()?s?this.Bb&al?e?this.bl()?this.p=new V2(47,e,this,s):this.p=new V2(5,e,this,s):this.bl()?this.p=new Y2(46,this,s):this.p=new Y2(4,this,s):e?this.bl()?this.p=new V2(49,e,this,s):this.p=new V2(7,e,this,s):this.bl()?this.p=new Y2(48,this,s):this.p=new Y2(6,this,s):this.Bb&al?e?e==yw?this.p=new bp(50,$7e,this):this.bl()?this.p=new bp(43,e,this):this.p=new bp(1,e,this):this.bl()?this.p=new mp(42,this):this.p=new mp(0,this):e?e==yw?this.p=new bp(41,$7e,this):this.bl()?this.p=new bp(45,e,this):this.p=new bp(3,e,this):this.bl()?this.p=new mp(44,this):this.p=new mp(2,this):At(o,156)?e==UK?this.p=new mp(40,this):this.Bb&512?this.Bb&al?e?this.p=new bp(9,e,this):this.p=new mp(8,this):e?this.p=new bp(11,e,this):this.p=new mp(10,this):this.Bb&al?e?this.p=new bp(13,e,this):this.p=new mp(12,this):e?this.p=new bp(15,e,this):this.p=new mp(14,this):s?(k=s.t,k>1||k==-1?this.bl()?this.Bb&al?e?this.p=new V2(25,e,this,s):this.p=new Y2(24,this,s):e?this.p=new V2(27,e,this,s):this.p=new Y2(26,this,s):this.Bb&al?e?this.p=new V2(29,e,this,s):this.p=new Y2(28,this,s):e?this.p=new V2(31,e,this,s):this.p=new Y2(30,this,s):this.bl()?this.Bb&al?e?this.p=new V2(33,e,this,s):this.p=new Y2(32,this,s):e?this.p=new V2(35,e,this,s):this.p=new Y2(34,this,s):this.Bb&al?e?this.p=new V2(37,e,this,s):this.p=new Y2(36,this,s):e?this.p=new V2(39,e,this,s):this.p=new Y2(38,this,s)):this.bl()?this.Bb&al?e?this.p=new bp(17,e,this):this.p=new mp(16,this):e?this.p=new bp(19,e,this):this.p=new mp(18,this):this.Bb&al?e?this.p=new bp(21,e,this):this.p=new mp(20,this):e?this.p=new bp(23,e,this):this.p=new mp(22,this):this._k()?this.bl()?this.p=new OZt(u(o,29),this,s):this.p=new $yt(u(o,29),this,s):At(o,156)?e==UK?this.p=new mp(40,this):this.Bb&al?e?this.p=new Ite(n,m,this,(qat(),d==Or?NIt:d==Fl?MIt:d==b2?FIt:d==Y3?PIt:d==wa?OIt:d==gx?BIt:d==cl?DIt:d==Uh?IIt:Qdt)):this.p=new Uee(u(o,156),n,m,this):e?this.p=new Dte(n,m,this,(qat(),d==Or?NIt:d==Fl?MIt:d==b2?FIt:d==Y3?PIt:d==wa?OIt:d==gx?BIt:d==cl?DIt:d==Uh?IIt:Qdt)):this.p=new Vee(u(o,156),n,m,this):this.al()?s?this.Bb&al?this.bl()?this.p=new NZt(u(o,29),this,s):this.p=new Cvt(u(o,29),this,s):this.bl()?this.p=new PZt(u(o,29),this,s):this.p=new git(u(o,29),this,s):this.Bb&al?this.bl()?this.p=new DJt(u(o,29),this):this.p=new jmt(u(o,29),this):this.bl()?this.p=new MJt(u(o,29),this):this.p=new eit(u(o,29),this):this.bl()?s?this.Bb&al?this.p=new FZt(u(o,29),this,s):this.p=new Evt(u(o,29),this,s):this.Bb&al?this.p=new IJt(u(o,29),this):this.p=new $mt(u(o,29),this):s?this.Bb&al?this.p=new BZt(u(o,29),this,s):this.p=new Tvt(u(o,29),this,s):this.Bb&al?this.p=new OJt(u(o,29),this):this.p=new Sz(u(o,29),this)),this.p},l.rk=function(){return(this.Bb&Uf)!=0},l._k=function(){return!1},l.al=function(){return!1},l.sk=function(){return(this.Bb&Wd)!=0},l.xk=function(){return Rst(this)},l.bl=function(){return!1},l.tk=function(){return(this.Bb&al)!=0},l.cl=function(e){this.k=e},l.ui=function(e){ust(this,e)},l.Ib=function(){return nV(this)},l.e=!1,l.n=0,D(jn,"EStructuralFeatureImpl",461),M(331,461,{110:1,94:1,93:1,35:1,155:1,197:1,58:1,179:1,69:1,114:1,480:1,54:1,99:1,331:1,158:1,461:1,291:1,119:1,120:1,692:1},Nnt),l.Lh=function(e,n,r){var s,o;switch(e){case 0:return!this.Ab&&(this.Ab=new Jt(oi,this,0,3)),this.Ab;case 1:return this.zb;case 2:return Nn(),!!(this.Bb&256);case 3:return Nn(),!!(this.Bb&512);case 4:return fe(this.s);case 5:return fe(this.t);case 6:return Nn(),!!w6t(this);case 7:return Nn(),o=this.s,o>=1;case 8:return n?rf(this):this.r;case 9:return this.q;case 10:return Nn(),!!(this.Bb&Uf);case 11:return Nn(),!!(this.Bb&b3);case 12:return Nn(),!!(this.Bb&u3);case 13:return this.j;case 14:return I7(this);case 15:return Nn(),!!(this.Bb&al);case 16:return Nn(),!!(this.Bb&Wd);case 17:return Ny(this);case 18:return Nn(),!!(this.Bb&Pc);case 19:return n?cat(this):Wie(this)}return Ah(this,e-ur((bn(),G3)),Tn((s=u($n(this,16),29),s||G3),e),n,r)},l.Wh=function(e){var n,r;switch(e){case 0:return!!this.Ab&&this.Ab.i!=0;case 1:return this.zb!=null;case 2:return(this.Bb&256)==0;case 3:return(this.Bb&512)==0;case 4:return this.s!=0;case 5:return this.t!=1;case 6:return w6t(this);case 7:return r=this.s,r>=1;case 8:return!!this.r&&!this.q.e&&Mm(this.q).i==0;case 9:return!!this.q&&!(this.r&&!this.q.e&&Mm(this.q).i==0);case 10:return(this.Bb&Uf)==0;case 11:return(this.Bb&b3)!=0;case 12:return(this.Bb&u3)!=0;case 13:return this.j!=null;case 14:return I7(this)!=null;case 15:return(this.Bb&al)!=0;case 16:return(this.Bb&Wd)!=0;case 17:return!!Ny(this);case 18:return(this.Bb&Pc)!=0;case 19:return!!Wie(this)}return _h(this,e-ur((bn(),G3)),Tn((n=u($n(this,16),29),n||G3),e))},l.bi=function(e,n){var r,s;switch(e){case 0:!this.Ab&&(this.Ab=new Jt(oi,this,0,3)),Lr(this.Ab),!this.Ab&&(this.Ab=new Jt(oi,this,0,3)),bs(this.Ab,u(n,16));return;case 1:ust(this,Gr(n));return;case 2:Ap(this,Ie(De(n)));return;case 3:Lp(this,Ie(De(n)));return;case 4:Tp(this,u(n,17).a);return;case 5:hWt(this,u(n,17).a);return;case 8:rw(this,u(n,142));return;case 9:s=sd(this,u(n,89),null),s&&s.oj();return;case 10:p7(this,Ie(De(n)));return;case 11:m7(this,Ie(De(n)));return;case 12:b7(this,Ie(De(n)));return;case 13:Zwt(this,Gr(n));return;case 15:w7(this,Ie(De(n)));return;case 16:v7(this,Ie(De(n)));return;case 18:Pat(this,Ie(De(n)));return}Ih(this,e-ur((bn(),G3)),Tn((r=u($n(this,16),29),r||G3),e),n)},l.ii=function(){return bn(),G3},l.ki=function(e){var n,r;switch(e){case 0:!this.Ab&&(this.Ab=new Jt(oi,this,0,3)),Lr(this.Ab);return;case 1:At(this.Cb,90)&&t3(Sl(u(this.Cb,90)),4),wu(this,null);return;case 2:Ap(this,!0);return;case 3:Lp(this,!0);return;case 4:Tp(this,0);return;case 5:this.b=0,Hy(this,1);return;case 8:rw(this,null);return;case 9:r=sd(this,null,null),r&&r.oj();return;case 10:p7(this,!0);return;case 11:m7(this,!1);return;case 12:b7(this,!1);return;case 13:this.i=null,zq(this,null);return;case 15:w7(this,!1);return;case 16:v7(this,!1);return;case 18:Pat(this,!1);return}Dh(this,e-ur((bn(),G3)),Tn((n=u($n(this,16),29),n||G3),e))},l.pi=function(){cat(this),NE(Ro((rl(),Fa),this)),rf(this),this.Bb|=1},l.Jk=function(){return w6t(this)},l.Yk=function(e,n){return this.b=0,this.a=null,o5t(this,e,n)},l.Zk=function(e){hWt(this,e)},l.Ib=function(){var e;return this.Db&64?nV(this):(e=new Jh(nV(this)),e.a+=" (iD: ",fp(e,(this.Bb&Pc)!=0),e.a+=")",e.a)},l.b=0,D(jn,"EAttributeImpl",331),M(364,448,{110:1,94:1,93:1,142:1,155:1,197:1,58:1,114:1,54:1,99:1,364:1,158:1,119:1,120:1,691:1}),l.dl=function(e){return e.Dh()==this},l.Ah=function(e){return dot(this,e)},l.Bh=function(e,n){this.w=null,this.Db=n<<16|this.Db&255,this.Cb=e},l.Lh=function(e,n,r){var s;switch(e){case 0:return!this.Ab&&(this.Ab=new Jt(oi,this,0,3)),this.Ab;case 1:return this.zb;case 2:return this.D!=null?this.D:this.B;case 3:return Qm(this);case 4:return this.ik();case 5:return this.F;case 6:return n?nh(this):RE(this);case 7:return!this.A&&(this.A=new Qu(Ou,this,7)),this.A}return Ah(this,e-ur(this.ii()),Tn((s=u($n(this,16),29),s||this.ii()),e),n,r)},l.Sh=function(e,n,r){var s,o,h;switch(n){case 0:return!this.Ab&&(this.Ab=new Jt(oi,this,0,3)),mu(this.Ab,e,r);case 6:return this.Cb&&(r=(o=this.Db>>16,o>=0?dot(this,r):this.Cb.Th(this,-1-o,null,r))),ch(this,e,6,r)}return h=u(Tn((s=u($n(this,16),29),s||this.ii()),n),69),h.wk().zk(this,Su(this),n-ur(this.ii()),e,r)},l.Uh=function(e,n,r){var s,o;switch(n){case 0:return!this.Ab&&(this.Ab=new Jt(oi,this,0,3)),no(this.Ab,e,r);case 6:return ch(this,null,6,r);case 7:return!this.A&&(this.A=new Qu(Ou,this,7)),no(this.A,e,r)}return o=u(Tn((s=u($n(this,16),29),s||this.ii()),n),69),o.wk().Ak(this,Su(this),n-ur(this.ii()),e,r)},l.Wh=function(e){var n;switch(e){case 0:return!!this.Ab&&this.Ab.i!=0;case 1:return this.zb!=null;case 2:return this.D!=null&&this.D==this.F;case 3:return!!Qm(this);case 4:return this.ik()!=null;case 5:return this.F!=null&&this.F!=this.D&&this.F!=this.B;case 6:return!!RE(this);case 7:return!!this.A&&this.A.i!=0}return _h(this,e-ur(this.ii()),Tn((n=u($n(this,16),29),n||this.ii()),e))},l.bi=function(e,n){var r;switch(e){case 0:!this.Ab&&(this.Ab=new Jt(oi,this,0,3)),Lr(this.Ab),!this.Ab&&(this.Ab=new Jt(oi,this,0,3)),bs(this.Ab,u(n,16));return;case 1:rq(this,Gr(n));return;case 2:zrt(this,Gr(n));return;case 5:j7(this,Gr(n));return;case 7:!this.A&&(this.A=new Qu(Ou,this,7)),Lr(this.A),!this.A&&(this.A=new Qu(Ou,this,7)),bs(this.A,u(n,16));return}Ih(this,e-ur(this.ii()),Tn((r=u($n(this,16),29),r||this.ii()),e),n)},l.ii=function(){return bn(),J7e},l.ki=function(e){var n;switch(e){case 0:!this.Ab&&(this.Ab=new Jt(oi,this,0,3)),Lr(this.Ab);return;case 1:At(this.Cb,184)&&(u(this.Cb,184).tb=null),wu(this,null);return;case 2:f7(this,null),QE(this,this.D);return;case 5:j7(this,null);return;case 7:!this.A&&(this.A=new Qu(Ou,this,7)),Lr(this.A);return}Dh(this,e-ur(this.ii()),Tn((n=u($n(this,16),29),n||this.ii()),e))},l.hk=function(){var e;return this.G==-1&&(this.G=(e=nh(this),e?Ip(e.vi(),this):-1)),this.G},l.ik=function(){return null},l.jk=function(){return nh(this)},l.el=function(){return this.v},l.kk=function(){return Qm(this)},l.lk=function(){return this.D!=null?this.D:this.B},l.mk=function(){return this.F},l.fk=function(e){return rct(this,e)},l.fl=function(e){this.v=e},l.gl=function(e){Ioe(this,e)},l.hl=function(e){this.C=e},l.ui=function(e){rq(this,e)},l.Ib=function(){return hH(this)},l.C=null,l.D=null,l.G=-1,D(jn,"EClassifierImpl",364),M(90,364,{110:1,94:1,93:1,29:1,142:1,155:1,197:1,58:1,114:1,54:1,99:1,90:1,364:1,158:1,481:1,119:1,120:1,691:1},Af),l.dl=function(e){return jsn(this,e.Dh())},l.Lh=function(e,n,r){var s;switch(e){case 0:return!this.Ab&&(this.Ab=new Jt(oi,this,0,3)),this.Ab;case 1:return this.zb;case 2:return this.D!=null?this.D:this.B;case 3:return Qm(this);case 4:return null;case 5:return this.F;case 6:return n?nh(this):RE(this);case 7:return!this.A&&(this.A=new Qu(Ou,this,7)),this.A;case 8:return Nn(),!!(this.Bb&256);case 9:return Nn(),!!(this.Bb&512);case 10:return Ko(this);case 11:return!this.q&&(this.q=new Jt(bf,this,11,10)),this.q;case 12:return b5(this);case 13:return _S(this);case 14:return _S(this),this.r;case 15:return b5(this),this.k;case 16:return o6t(this);case 17:return oct(this);case 18:return Kd(this);case 19:return KH(this);case 20:return b5(this),this.o;case 21:return!this.s&&(this.s=new Jt(Ku,this,21,17)),this.s;case 22:return Gc(this);case 23:return Kot(this)}return Ah(this,e-ur((bn(),f2)),Tn((s=u($n(this,16),29),s||f2),e),n,r)},l.Sh=function(e,n,r){var s,o,h;switch(n){case 0:return!this.Ab&&(this.Ab=new Jt(oi,this,0,3)),mu(this.Ab,e,r);case 6:return this.Cb&&(r=(o=this.Db>>16,o>=0?dot(this,r):this.Cb.Th(this,-1-o,null,r))),ch(this,e,6,r);case 11:return!this.q&&(this.q=new Jt(bf,this,11,10)),mu(this.q,e,r);case 21:return!this.s&&(this.s=new Jt(Ku,this,21,17)),mu(this.s,e,r)}return h=u(Tn((s=u($n(this,16),29),s||(bn(),f2)),n),69),h.wk().zk(this,Su(this),n-ur((bn(),f2)),e,r)},l.Uh=function(e,n,r){var s,o;switch(n){case 0:return!this.Ab&&(this.Ab=new Jt(oi,this,0,3)),no(this.Ab,e,r);case 6:return ch(this,null,6,r);case 7:return!this.A&&(this.A=new Qu(Ou,this,7)),no(this.A,e,r);case 11:return!this.q&&(this.q=new Jt(bf,this,11,10)),no(this.q,e,r);case 21:return!this.s&&(this.s=new Jt(Ku,this,21,17)),no(this.s,e,r);case 22:return no(Gc(this),e,r)}return o=u(Tn((s=u($n(this,16),29),s||(bn(),f2)),n),69),o.wk().Ak(this,Su(this),n-ur((bn(),f2)),e,r)},l.Wh=function(e){var n;switch(e){case 0:return!!this.Ab&&this.Ab.i!=0;case 1:return this.zb!=null;case 2:return this.D!=null&&this.D==this.F;case 3:return!!Qm(this);case 4:return!1;case 5:return this.F!=null&&this.F!=this.D&&this.F!=this.B;case 6:return!!RE(this);case 7:return!!this.A&&this.A.i!=0;case 8:return(this.Bb&256)!=0;case 9:return(this.Bb&512)!=0;case 10:return!!this.u&&Gc(this.u.a).i!=0&&!(this.n&¬(this.n));case 11:return!!this.q&&this.q.i!=0;case 12:return b5(this).i!=0;case 13:return _S(this).i!=0;case 14:return _S(this),this.r.i!=0;case 15:return b5(this),this.k.i!=0;case 16:return o6t(this).i!=0;case 17:return oct(this).i!=0;case 18:return Kd(this).i!=0;case 19:return KH(this).i!=0;case 20:return b5(this),!!this.o;case 21:return!!this.s&&this.s.i!=0;case 22:return!!this.n&¬(this.n);case 23:return Kot(this).i!=0}return _h(this,e-ur((bn(),f2)),Tn((n=u($n(this,16),29),n||f2),e))},l.Zh=function(e){var n;return n=this.i==null||this.q&&this.q.i!=0?null:NO(this,e),n||qkt(this,e)},l.bi=function(e,n){var r;switch(e){case 0:!this.Ab&&(this.Ab=new Jt(oi,this,0,3)),Lr(this.Ab),!this.Ab&&(this.Ab=new Jt(oi,this,0,3)),bs(this.Ab,u(n,16));return;case 1:rq(this,Gr(n));return;case 2:zrt(this,Gr(n));return;case 5:j7(this,Gr(n));return;case 7:!this.A&&(this.A=new Qu(Ou,this,7)),Lr(this.A),!this.A&&(this.A=new Qu(Ou,this,7)),bs(this.A,u(n,16));return;case 8:c5t(this,Ie(De(n)));return;case 9:u5t(this,Ie(De(n)));return;case 10:LS(Ko(this)),bs(Ko(this),u(n,16));return;case 11:!this.q&&(this.q=new Jt(bf,this,11,10)),Lr(this.q),!this.q&&(this.q=new Jt(bf,this,11,10)),bs(this.q,u(n,16));return;case 21:!this.s&&(this.s=new Jt(Ku,this,21,17)),Lr(this.s),!this.s&&(this.s=new Jt(Ku,this,21,17)),bs(this.s,u(n,16));return;case 22:Lr(Gc(this)),bs(Gc(this),u(n,16));return}Ih(this,e-ur((bn(),f2)),Tn((r=u($n(this,16),29),r||f2),e),n)},l.ii=function(){return bn(),f2},l.ki=function(e){var n;switch(e){case 0:!this.Ab&&(this.Ab=new Jt(oi,this,0,3)),Lr(this.Ab);return;case 1:At(this.Cb,184)&&(u(this.Cb,184).tb=null),wu(this,null);return;case 2:f7(this,null),QE(this,this.D);return;case 5:j7(this,null);return;case 7:!this.A&&(this.A=new Qu(Ou,this,7)),Lr(this.A);return;case 8:c5t(this,!1);return;case 9:u5t(this,!1);return;case 10:this.u&&LS(this.u);return;case 11:!this.q&&(this.q=new Jt(bf,this,11,10)),Lr(this.q);return;case 21:!this.s&&(this.s=new Jt(Ku,this,21,17)),Lr(this.s);return;case 22:this.n&&Lr(this.n);return}Dh(this,e-ur((bn(),f2)),Tn((n=u($n(this,16),29),n||f2),e))},l.pi=function(){var e,n;if(b5(this),_S(this),o6t(this),oct(this),Kd(this),KH(this),Kot(this),B_(hcn(Sl(this))),this.s)for(e=0,n=this.s.i;e=0;--n)Lt(this,n);return O5t(this,e)},l.Gk=function(){Lr(this)},l.Zi=function(e,n){return 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f=0;f<5;f++)a+=` + .subgraph-lvl-${f} { + fill: ${i[`surface${f}`]}; + stroke: ${i[`surfacePeer${f}`]}; + } + `;return a},ctn=Object.freeze(Object.defineProperty({__proto__:null,diagram:{db:YRe,renderer:atn,parser:Jgt,styles:i=>`.label { + font-family: ${i.fontFamily}; + color: ${i.nodeTextColor||i.textColor}; + } + .cluster-label text { + fill: ${i.titleColor}; + } + .cluster-label span { + color: ${i.titleColor}; + } + + .label text,span { + fill: ${i.nodeTextColor||i.textColor}; + color: ${i.nodeTextColor||i.textColor}; + } + + .node rect, + .node circle, + .node ellipse, + .node polygon, + .node path { + fill: ${i.mainBkg}; + stroke: ${i.nodeBorder}; + stroke-width: 1px; + } + + .node .label { + text-align: center; + } + .node.clickable { + cursor: pointer; + } + + .arrowheadPath { + fill: ${i.arrowheadColor}; + } + + .edgePath .path { + stroke: ${i.lineColor}; + stroke-width: 2.0px; + } + + .flowchart-link { + stroke: ${i.lineColor}; + fill: none; + } + + .edgeLabel { + background-color: ${i.edgeLabelBackground}; + rect { + opacity: 0.85; + background-color: ${i.edgeLabelBackground}; + fill: ${i.edgeLabelBackground}; + } + text-align: center; + } + + .cluster rect { + fill: ${i.clusterBkg}; + stroke: ${i.clusterBorder}; + stroke-width: 1px; + } + + .cluster text { + fill: ${i.titleColor}; + } + + .cluster span { + color: ${i.titleColor}; + } + /* .cluster div { + color: ${i.titleColor}; + } */ + + div.mermaidTooltip { + position: absolute; + text-align: center; + max-width: 200px; + padding: 2px; + font-family: ${i.fontFamily}; + font-size: 12px; + background: ${i.tertiaryColor}; + border: 1px solid ${i.border2}; + border-radius: 2px; + pointer-events: none; + z-index: 100; + } + + .flowchartTitleText { + text-anchor: middle; + font-size: 18px; + fill: ${i.textColor}; + } + .subgraph { + stroke-width:2; + rx:3; + } + // .subgraph-lvl-1 { + // fill:#ccc; + // // stroke:black; + // } + + .flowchart-label text { + text-anchor: middle; + } + + ${otn(i)} 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pt[Ct])this.terminals_[Gt]&&Gt>ht&&vn.push("'"+this.terminals_[Gt]+"'");ft.showPosition?Pe="Parse error on line "+(mt+1)+`: +`+ft.showPosition()+` +Expecting `+vn.join(", ")+", got '"+(this.terminals_[jt]||jt)+"'":Pe="Parse error on line "+(mt+1)+": Unexpected "+(jt==bt?"end of input":"'"+(this.terminals_[jt]||jt)+"'"),this.parseError(Pe,{text:ft.match,token:this.terminals_[jt]||jt,line:ft.yylineno,loc:V,expected:vn})}if(Ft[0]instanceof Array&&Ft.length>1)throw new Error("Parse Error: multiple actions possible at state: "+Ct+", token: "+jt);switch(Ft[0]){case 1:X.push(jt),at.push(ft.yytext),ut.push(ft.yylloc),X.push(Ft[1]),jt=null,gt=ft.yyleng,yt=ft.yytext,mt=ft.yylineno,V=ft.yylloc;break;case 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9:return this.begin("acc_descr"),14;case 10:return this.popState(),"acc_descr_value";case 11:this.begin("acc_descr_multiline");break;case 12:this.popState();break;case 13:return"acc_descr_multiline_value";case 14:return 17;case 15:return 21;case 16:return 20;case 17:return 6;case 18:return"INVALID"}},rules:[/^(?:%(?!\{)[^\n]*)/i,/^(?:[^\}]%%[^\n]*)/i,/^(?:[\n]+)/i,/^(?:\s+)/i,/^(?:#[^\n]*)/i,/^(?:timeline\b)/i,/^(?:title\s[^#\n;]+)/i,/^(?:accTitle\s*:\s*)/i,/^(?:(?!\n||)*[^\n]*)/i,/^(?:accDescr\s*:\s*)/i,/^(?:(?!\n||)*[^\n]*)/i,/^(?:accDescr\s*\{\s*)/i,/^(?:[\}])/i,/^(?:[^\}]*)/i,/^(?:section\s[^#:\n;]+)/i,/^(?::\s[^#:\n;]+)/i,/^(?:[^#:\n;]+)/i,/^(?:$)/i,/^(?:.)/i],conditions:{acc_descr_multiline:{rules:[12,13],inclusive:!1},acc_descr:{rules:[10],inclusive:!1},acc_title:{rules:[8],inclusive:!1},INITIAL:{rules:[0,1,2,3,4,5,6,7,9,11,14,15,16,17,18],inclusive:!0}}};return F}();S.lexer=I;function B(){this.yy={}}return B.prototype=S,S.Parser=B,new B}();Zbt.parser=Zbt;const utn=Zbt;let 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b=e2t();b.x=a.x,b.y=a.y,b.fill=a.fill,b.width=f.width,b.height=f.height,b.class="task task-type-"+a.num,b.rx=3,b.ry=3,AX(w,b),a.x+14,_Ht(f)(a.task,w,b.x,b.y,b.width,b.height,{class:"task"},f,a.colour)},wtn=function(i,a){AX(i,{x:a.startx,y:a.starty,width:a.stopx-a.startx,height:a.stopy-a.starty,fill:a.fill,class:"rect"}).lower()},mtn=function(){return{x:0,y:0,fill:void 0,"text-anchor":"start",width:100,height:100,textMargin:0,rx:0,ry:0}},e2t=function(){return{x:0,y:0,width:100,anchor:"start",height:100,rx:0,ry:0}},_Ht=function(){function i(w,v,b,E,_,S,I,B){const F=v.append("text").attr("x",b+_/2).attr("y",E+S/2+5).style("font-color",B).style("text-anchor","middle").text(w);g(F,I)}function a(w,v,b,E,_,S,I,B,F){const{taskFontSize:R,taskFontFamily:q}=B,X=w.split(//gi);for(let rt=0;rt)/).reverse(),w,v=[],b=1.1,E=f.attr("y"),_=parseFloat(f.attr("dy")),S=f.text(null).append("tspan").attr("x",0).attr("y",E).attr("dy",_+"em");for(let I=0;Ia||w==="
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mi=[],ys=function(re){return{clientX:re.clientX,clientY:re.clientY,force:1,identifier:re.pointerId,pageX:re.pageX,pageY:re.pageY,radiusX:re.width/2,radiusY:re.height/2,screenX:re.screenX,screenY:re.screenY,target:re.target}},Xi=function(re){return{event:re,touch:ys(re)}},li=function(re){mi.push(Xi(re))},qi=function(re){for(var Kn=0;Kn0)return Rn[0]}return null},lt=Object.keys(Q),dt=0;dt0?it:MB(O,P,p,x,C,L,$)},checkPoint:function(p,x,C,L,O,P,$){var H=N8(L,O),z=2*H;if(em(p,x,this.points,P,$,L,O-z,[0,-1],C)||em(p,x,this.points,P,$,L-z,O,[0,-1],C))return!0;var G=L/2+2*C,Q=O/2+2*C,it=[P-G,$-Q,P-G,$,P+G,$,P+G,$-Q];return!!(v0(p,x,it)||w4(p,x,z,z,P+L/2-H,$+O/2-H,C)||w4(p,x,z,z,P-L/2+H,$+O/2-H,C))}}},rm.registerNodeShapes=function(){var 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C=x.id(),L=this.keyForId.get(C),O=this.getKey(x);this.deleteIdForKey(L,C),this.addIdForKey(O,C),this.keyForId.set(C,O)}},{key:"deleteKeyMappingFor",value:function(x){var C=x.id(),L=this.keyForId.get(C);this.deleteIdForKey(L,C),this.keyForId.delete(C)}},{key:"keyHasChangedFor",value:function(x){var C=x.id(),L=this.keyForId.get(C),O=this.getKey(x);return L!==O}},{key:"isInvalid",value:function(x){return this.keyHasChangedFor(x)||this.doesEleInvalidateKey(x)}},{key:"getCachesAt",value:function(x){var C=this.cachesByLvl,L=this.lvls,O=C.get(x);return O||(O=new M2,C.set(x,O),L.push(x)),O}},{key:"getCache",value:function(x,C){return this.getCachesAt(C).get(x)}},{key:"get",value:function(x,C){var L=this.getKey(x),O=this.getCache(L,C);return O!=null&&this.updateKeyMappingFor(x),O}},{key:"getForCachedKey",value:function(x,C){var L=this.keyForId.get(x.id()),O=this.getCache(L,C);return O}},{key:"hasCache",value:function(x,C){return this.getCachesAt(C).has(x)}},{key:"has",value:function(x,C){var L=this.getKey(x);return this.hasCache(L,C)}},{key:"setCache",value:function(x,C,L){L.key=x,this.getCachesAt(C).set(x,L)}},{key:"set",value:function(x,C,L){var O=this.getKey(x);this.setCache(O,C,L),this.updateKeyMappingFor(x)}},{key:"deleteCache",value:function(x,C){this.getCachesAt(C).delete(x)}},{key:"delete",value:function(x,C){var L=this.getKey(x);this.deleteCache(L,C)}},{key:"invalidateKey",value:function(x){var C=this;this.lvls.forEach(function(L){return C.deleteCache(x,L)})}},{key:"invalidate",value:function(x){var C=x.id(),L=this.keyForId.get(C);this.deleteKeyMappingFor(x);var O=this.doesEleInvalidateKey(x);return 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C.reqs-x.reqs});return p},Yh.getElementKeyToQueue=function(){var y=this,p=y.eleKeyToCacheQueue=y.eleKeyToCacheQueue||{};return p},Yh.getElement=function(y,p,x,C,L){var O=this,P=this.renderer,$=P.cy.zoom(),H=this.lookup;if(!p||p.w===0||p.h===0||isNaN(p.w)||isNaN(p.h)||!y.visible()||y.removed()||!O.allowEdgeTxrCaching&&y.isEdge()||!O.allowParentTxrCaching&&y.isParent())return null;if(C==null&&(C=Math.ceil(DM($*x))),C=$et||C>dD)return null;var z=Math.pow(2,C),G=p.h*z,Q=p.w*z,it=P.eleTextBiggerThanMin(y,z);if(!this.isVisible(y,it))return null;var lt=H.get(y,C);if(lt&<.invalidated&&(lt.invalidated=!1,lt.texture.invalidatedWidth-=lt.width),lt)return lt;var dt;if(G<=_j?dt=_j:G<=kC?dt=kC:dt=Math.ceil(G/kC)*kC,G>Vet||Q>Het)return null;var vt=O.getTextureQueue(dt),Mt=vt[vt.length-2],kt=function(){return O.recycleTexture(dt,Q)||O.addTexture(dt,Q)};Mt||(Mt=vt[vt.length-1]),Mt||(Mt=kt()),Mt.width-Mt.usedWidthC;xe--)Yt=O.getElement(y,p,x,xe,f6.downscale);ye()}else return 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P.retired=!1,P.usedWidth=0,P.invalidatedWidth=0,P.fullnessChecks=0,q9(P.eleCaches),P.context.setTransform(1,0,0,1,0,0),P.context.clearRect(0,0,P.width,P.height),ay(L,P),C.push(P),P}},Yh.queueElement=function(y,p){var x=this,C=x.getElementQueue(),L=x.getElementKeyToQueue(),O=this.getKey(y),P=L[O];if(P)P.level=Math.max(P.level,p),P.eles.merge(y),P.reqs++,C.updateItem(P);else{var $={eles:y.spawn().merge(y),level:p,reqs:1,key:O};C.push($),L[O]=$}},Yh.dequeue=function(y){for(var p=this,x=p.getElementQueue(),C=p.getElementKeyToQueue(),L=[],O=p.lookup,P=0;P0;P++){var $=x.pop(),H=$.key,z=$.eles[0],G=O.hasCache(z,$.level);if(C[H]=null,G)continue;L.push($);var Q=p.getBoundingBox(z);p.getElement(z,Q,y,$.level,f6.dequeue)}return L},Yh.removeFromQueue=function(y){var p=this,x=p.getElementQueue(),C=p.getElementKeyToQueue(),L=this.getKey(y),O=C[L];O!=null&&(O.eles.length===1?(O.reqs=Vx,x.updateItem(O),x.pop(),C[L]=null):O.eles.unmerge(y))},Yh.onDequeue=function(y){this.onDequeues.push(y)},Yh.offDequeue=function(y){ay(this.onDequeues,y)},Yh.setupDequeueing=Cj.setupDequeueing({deqRedrawThreshold:Jet,deqCost:Wet,deqAvgCost:Yet,deqNoDrawCost:Xet,deqFastCost:Qet,deq:function(p,x,C){return p.dequeue(x,C)},onDeqd:function(p,x){for(var C=0;C=nnt||x>TC)return null}C.validateLayersElesOrdering(x,y);var H=C.layersByLevel,z=Math.pow(2,x),G=H[x]=H[x]||[],Q,it=C.levelIsComplete(x,y),lt,dt=function(){var ye=function(xn){if(C.validateLayersElesOrdering(xn,y),C.levelIsComplete(xn,y))return lt=H[xn],!0},xe=function(xn){if(!lt)for(var tn=x+xn;tE<=tn&&tn<=TC&&!ye(tn);tn+=xn);};xe(1),xe(-1);for(var de=G.length-1;de>=0;de--){var ze=G[de];ze.invalid&&ay(G,ze)}};if(!it)dt();else return G;var vt=function(){if(!Q){Q=m0();for(var ye=0;yeAj)return null;var ze=C.makeLayer(Q,x);if(xe!=null){var ke=G.indexOf(xe)+1;G.splice(ke,0,ze)}else(ye.insert===void 0||ye.insert)&&G.unshift(ze);return ze};if(C.skipping&&!$)return null;for(var kt=null,It=y.length/ent,Pt=!$,qt=0;qt=It||!LB(kt.bb,ce.boundingBox()))&&(kt=Mt({insert:!0,after:kt}),!kt))return null;lt||Pt?C.queueLayer(kt,ce):C.drawEleInLayer(kt,ce,x,p),kt.eles.push(ce),Ut[x]=kt}return lt||(Pt?null:G)},Af.getEleLevelForLayerLevel=function(y,p){return y},Af.drawEleInLayer=function(y,p,x,C){var L=this,O=this.renderer,P=y.context,$=p.boundingBox();$.w===0||$.h===0||!p.visible()||(x=L.getEleLevelForLayerLevel(x,C),O.setImgSmoothing(P,!1),O.drawCachedElement(P,p,null,null,x,unt),O.setImgSmoothing(P,!0))},Af.levelIsComplete=function(y,p){var x=this,C=x.layersByLevel[y];if(!C||C.length===0)return!1;for(var L=0,O=0;O0||P.invalid)return!1;L+=P.eles.length}return L===p.length},Af.validateLayersElesOrdering=function(y,p){var x=this.layersByLevel[y];if(x)for(var C=0;C0){p=!0;break}}return p},Af.invalidateElements=function(y){var p=this;y.length!==0&&(p.lastInvalidationTime=rp(),!(y.length===0||!p.haveLayers())&&p.updateElementsInLayers(y,function(C,L,O){p.invalidateLayer(C)}))},Af.invalidateLayer=function(y){if(this.lastInvalidationTime=rp(),!y.invalid){var p=y.level,x=y.eles,C=this.layersByLevel[p];ay(C,y),y.elesQueue=[],y.invalid=!0,y.replacement&&(y.replacement.invalid=!0);for(var L=0;L3&&arguments[3]!==void 0?arguments[3]:!0,L=arguments.length>4&&arguments[4]!==void 0?arguments[4]:!0,O=arguments.length>5&&arguments[5]!==void 0?arguments[5]:!0,P=this,$=p._private.rscratch;if(!(O&&!p.visible())&&!($.badLine||$.allpts==null||isNaN($.allpts[0]))){var H;x&&(H=x,y.translate(-H.x1,-H.y1));var z=O?p.pstyle("opacity").value:1,G=O?p.pstyle("line-opacity").value:1,Q=p.pstyle("curve-style").value,it=p.pstyle("line-style").value,lt=p.pstyle("width").pfValue,dt=p.pstyle("line-cap").value,vt=z*G,Mt=z*G,kt=function(){var de=arguments.length>0&&arguments[0]!==void 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O=this,P=O.usePaths(),$=C._private.rscratch,H=C.pstyle("".concat(p,"-padding")).pfValue,z=2*H,G=C.pstyle("".concat(p,"-color")).value;x.lineWidth=z,$.edgeType==="self"&&!P?x.lineCap="butt":x.lineCap="round",O.colorStrokeStyle(x,G[0],G[1],G[2],L),O.drawEdgePath(C,x,$.allpts,"solid")}}}};im.drawEdgeOverlay=Pj("overlay"),im.drawEdgeUnderlay=Pj("underlay"),im.drawEdgePath=function(y,p,x,C){var L=y._private.rscratch,O=p,P,$=!1,H=this.usePaths(),z=y.pstyle("line-dash-pattern").pfValue,G=y.pstyle("line-dash-offset").pfValue;if(H){var Q=x.join("$"),it=L.pathCacheKey&&L.pathCacheKey===Q;it?(P=p=L.pathCache,$=!0):(P=p=new Path2D,L.pathCacheKey=Q,L.pathCache=P)}if(O.setLineDash)switch(C){case"dotted":O.setLineDash([1,1]);break;case"dashed":O.setLineDash(z),O.lineDashOffset=G;break;case"solid":O.setLineDash([]);break}if(!$&&!L.badLine)switch(p.beginPath&&p.beginPath(),p.moveTo(x[0],x[1]),L.edgeType){case"bezier":case"self":case"compound":case"multibezier":for(var lt=2;lt+35&&arguments[5]!==void 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v(this.x,this.y)},v.prototype.translate=function(b){return this.x+=b.width,this.y+=b.height,this},f.exports=v},function(f,g,w){var v=w(2),b=w(10),E=w(0),_=w(6),S=w(3),I=w(1),B=w(13),F=w(12),R=w(11);function q(rt,at,ut){v.call(this,ut),this.estimatedSize=b.MIN_VALUE,this.margin=E.DEFAULT_GRAPH_MARGIN,this.edges=[],this.nodes=[],this.isConnected=!1,this.parent=rt,at!=null&&at instanceof _?this.graphManager=at:at!=null&&at instanceof Layout&&(this.graphManager=at.graphManager)}q.prototype=Object.create(v.prototype);for(var X in v)q[X]=v[X];q.prototype.getNodes=function(){return this.nodes},q.prototype.getEdges=function(){return this.edges},q.prototype.getGraphManager=function(){return this.graphManager},q.prototype.getParent=function(){return this.parent},q.prototype.getLeft=function(){return this.left},q.prototype.getRight=function(){return this.right},q.prototype.getTop=function(){return this.top},q.prototype.getBottom=function(){return this.bottom},q.prototype.isConnected=function(){return this.isConnected},q.prototype.add=function(rt,at,ut){if(at==null&&ut==null){var pt=rt;if(this.graphManager==null)throw"Graph has no graph mgr!";if(this.getNodes().indexOf(pt)>-1)throw"Node already in graph!";return pt.owner=this,this.getNodes().push(pt),pt}else{var yt=rt;if(!(this.getNodes().indexOf(at)>-1&&this.getNodes().indexOf(ut)>-1))throw"Source or target not in graph!";if(!(at.owner==ut.owner&&at.owner==this))throw"Both owners must be this graph!";return at.owner!=ut.owner?null:(yt.source=at,yt.target=ut,yt.isInterGraph=!1,this.getEdges().push(yt),at.edges.push(yt),ut!=at&&ut.edges.push(yt),yt)}},q.prototype.remove=function(rt){var at=rt;if(rt instanceof S){if(at==null)throw"Node is null!";if(!(at.owner!=null&&at.owner==this))throw"Owner graph is invalid!";if(this.graphManager==null)throw"Owner graph manager is invalid!";for(var ut=at.edges.slice(),pt,yt=ut.length,mt=0;mt-1&&bt>-1))throw"Source and/or target doesn't know this edge!";pt.source.edges.splice(ht,1),pt.target!=pt.source&&pt.target.edges.splice(bt,1);var gt=pt.source.owner.getEdges().indexOf(pt);if(gt==-1)throw"Not in owner's edge list!";pt.source.owner.getEdges().splice(gt,1)}},q.prototype.updateLeftTop=function(){for(var rt=b.MAX_VALUE,at=b.MAX_VALUE,ut,pt,yt,mt=this.getNodes(),gt=mt.length,ht=0;htut&&(rt=ut),at>pt&&(at=pt)}return rt==b.MAX_VALUE?null:(mt[0].getParent().paddingLeft!=null?yt=mt[0].getParent().paddingLeft:yt=this.margin,this.left=at-yt,this.top=rt-yt,new F(this.left,this.top))},q.prototype.updateBounds=function(rt){for(var at=b.MAX_VALUE,ut=-b.MAX_VALUE,pt=b.MAX_VALUE,yt=-b.MAX_VALUE,mt,gt,ht,bt,Z,ft=this.nodes,Y=ft.length,Et=0;Etmt&&(at=mt),utht&&(pt=ht),ytmt&&(at=mt),utht&&(pt=ht),yt=this.nodes.length){var Y=0;ut.forEach(function(Et){Et.owner==rt&&Y++}),Y==this.nodes.length&&(this.isConnected=!0)}},f.exports=q},function(f,g,w){var v,b=w(1);function E(_){v=w(5),this.layout=_,this.graphs=[],this.edges=[]}E.prototype.addRoot=function(){var _=this.layout.newGraph(),S=this.layout.newNode(null),I=this.add(_,S);return this.setRootGraph(I),this.rootGraph},E.prototype.add=function(_,S,I,B,F){if(I==null&&B==null&&F==null){if(_==null)throw"Graph is null!";if(S==null)throw"Parent node is null!";if(this.graphs.indexOf(_)>-1)throw"Graph already in this graph mgr!";if(this.graphs.push(_),_.parent!=null)throw"Already has a parent!";if(S.child!=null)throw"Already has a child!";return _.parent=S,S.child=_,_}else{F=I,B=S,I=_;var R=B.getOwner(),q=F.getOwner();if(!(R!=null&&R.getGraphManager()==this))throw"Source not in this graph mgr!";if(!(q!=null&&q.getGraphManager()==this))throw"Target not in this graph mgr!";if(R==q)return I.isInterGraph=!1,R.add(I,B,F);if(I.isInterGraph=!0,I.source=B,I.target=F,this.edges.indexOf(I)>-1)throw"Edge already in inter-graph edge list!";if(this.edges.push(I),!(I.source!=null&&I.target!=null))throw"Edge source and/or target is null!";if(!(I.source.edges.indexOf(I)==-1&&I.target.edges.indexOf(I)==-1))throw"Edge already in source and/or target incidency list!";return I.source.edges.push(I),I.target.edges.push(I),I}},E.prototype.remove=function(_){if(_ instanceof v){var S=_;if(S.getGraphManager()!=this)throw"Graph not in this graph mgr";if(!(S==this.rootGraph||S.parent!=null&&S.parent.graphManager==this))throw"Invalid parent node!";var I=[];I=I.concat(S.getEdges());for(var B,F=I.length,R=0;R=_.getRight()?S[0]+=Math.min(_.getX()-E.getX(),E.getRight()-_.getRight()):_.getX()<=E.getX()&&_.getRight()>=E.getRight()&&(S[0]+=Math.min(E.getX()-_.getX(),_.getRight()-E.getRight())),E.getY()<=_.getY()&&E.getBottom()>=_.getBottom()?S[1]+=Math.min(_.getY()-E.getY(),E.getBottom()-_.getBottom()):_.getY()<=E.getY()&&_.getBottom()>=E.getBottom()&&(S[1]+=Math.min(E.getY()-_.getY(),_.getBottom()-E.getBottom()));var F=Math.abs((_.getCenterY()-E.getCenterY())/(_.getCenterX()-E.getCenterX()));_.getCenterY()===E.getCenterY()&&_.getCenterX()===E.getCenterX()&&(F=1);var R=F*S[0],q=S[1]/F;S[0]R)return S[0]=I,S[1]=X,S[2]=F,S[3]=ft,!1;if(BF)return S[0]=q,S[1]=B,S[2]=bt,S[3]=R,!1;if(IF?(S[0]=at,S[1]=ut,Nt=!0):(S[0]=rt,S[1]=X,Nt=!0):jt===Ft&&(I>F?(S[0]=q,S[1]=X,Nt=!0):(S[0]=pt,S[1]=ut,Nt=!0)),-Ct===Ft?F>I?(S[2]=Z,S[3]=ft,Dt=!0):(S[2]=bt,S[3]=ht,Dt=!0):Ct===Ft&&(F>I?(S[2]=gt,S[3]=ht,Dt=!0):(S[2]=Y,S[3]=ft,Dt=!0)),Nt&&Dt)return!1;if(I>F?B>R?(_t=this.getCardinalDirection(jt,Ft,4),xt=this.getCardinalDirection(Ct,Ft,2)):(_t=this.getCardinalDirection(-jt,Ft,3),xt=this.getCardinalDirection(-Ct,Ft,1)):B>R?(_t=this.getCardinalDirection(-jt,Ft,1),xt=this.getCardinalDirection(-Ct,Ft,3)):(_t=this.getCardinalDirection(jt,Ft,2),xt=this.getCardinalDirection(Ct,Ft,4)),!Nt)switch(_t){case 1:Be=X,Gt=I+-mt/Ft,S[0]=Gt,S[1]=Be;break;case 2:Gt=pt,Be=B+yt*Ft,S[0]=Gt,S[1]=Be;break;case 3:Be=ut,Gt=I+mt/Ft,S[0]=Gt,S[1]=Be;break;case 4:Gt=at,Be=B+-yt*Ft,S[0]=Gt,S[1]=Be;break}if(!Dt)switch(xt){case 1:vn=ht,Ot=F+-V/Ft,S[2]=Ot,S[3]=vn;break;case 2:Ot=Y,vn=R+Et*Ft,S[2]=Ot,S[3]=vn;break;case 3:vn=ft,Ot=F+V/Ft,S[2]=Ot,S[3]=vn;break;case 4:Ot=Z,vn=R+-Et*Ft,S[2]=Ot,S[3]=vn;break}}return!1},b.getCardinalDirection=function(E,_,S){return E>_?S:1+S%4},b.getIntersection=function(E,_,S,I){if(I==null)return this.getIntersection2(E,_,S);var B=E.x,F=E.y,R=_.x,q=_.y,X=S.x,rt=S.y,at=I.x,ut=I.y,pt=void 0,yt=void 0,mt=void 0,gt=void 0,ht=void 0,bt=void 0,Z=void 0,ft=void 0,Y=void 0;return mt=q-F,ht=B-R,Z=R*F-B*q,gt=ut-rt,bt=X-at,ft=at*rt-X*ut,Y=mt*bt-gt*ht,Y===0?null:(pt=(ht*ft-bt*Z)/Y,yt=(gt*Z-mt*ft)/Y,new v(pt,yt))},b.angleOfVector=function(E,_,S,I){var B=void 0;return E!==S?(B=Math.atan((I-_)/(S-E)),S0?1:b<0?-1:0},v.floor=function(b){return b<0?Math.ceil(b):Math.floor(b)},v.ceil=function(b){return b<0?Math.floor(b):Math.ceil(b)},f.exports=v},function(f,g,w){function v(){}v.MAX_VALUE=2147483647,v.MIN_VALUE=-2147483648,f.exports=v},function(f,g,w){var v=function(){function B(F,R){for(var q=0;q"u"?"undefined":v(E);return E==null||_!="object"&&_!="function"},f.exports=b},function(f,g,w){function v(X){if(Array.isArray(X)){for(var rt=0,at=Array(X.length);rt0&&rt;){for(mt.push(ht[0]);mt.length>0&&rt;){var bt=mt[0];mt.splice(0,1),yt.add(bt);for(var Z=bt.getEdges(),pt=0;pt-1&&ht.splice(V,1)}yt=new Set,gt=new Map}}return X},q.prototype.createDummyNodesForBendpoints=function(X){for(var rt=[],at=X.source,ut=this.graphManager.calcLowestCommonAncestor(X.source,X.target),pt=0;pt0){for(var ut=this.edgeToDummyNodes.get(at),pt=0;pt=0&&rt.splice(ft,1);var Y=gt.getNeighborsList();Y.forEach(function(Nt){if(at.indexOf(Nt)<0){var Dt=ut.get(Nt),jt=Dt-1;jt==1&&bt.push(Nt),ut.set(Nt,jt)}})}at=at.concat(bt),(rt.length==1||rt.length==2)&&(pt=!0,yt=rt[0])}return yt},q.prototype.setGraphManager=function(X){this.graphManager=X},f.exports=q},function(f,g,w){function v(){}v.seed=1,v.x=0,v.nextDouble=function(){return v.x=Math.sin(v.seed++)*1e4,v.x-Math.floor(v.x)},f.exports=v},function(f,g,w){var v=w(4);function b(E,_){this.lworldOrgX=0,this.lworldOrgY=0,this.ldeviceOrgX=0,this.ldeviceOrgY=0,this.lworldExtX=1,this.lworldExtY=1,this.ldeviceExtX=1,this.ldeviceExtY=1}b.prototype.getWorldOrgX=function(){return this.lworldOrgX},b.prototype.setWorldOrgX=function(E){this.lworldOrgX=E},b.prototype.getWorldOrgY=function(){return this.lworldOrgY},b.prototype.setWorldOrgY=function(E){this.lworldOrgY=E},b.prototype.getWorldExtX=function(){return this.lworldExtX},b.prototype.setWorldExtX=function(E){this.lworldExtX=E},b.prototype.getWorldExtY=function(){return this.lworldExtY},b.prototype.setWorldExtY=function(E){this.lworldExtY=E},b.prototype.getDeviceOrgX=function(){return this.ldeviceOrgX},b.prototype.setDeviceOrgX=function(E){this.ldeviceOrgX=E},b.prototype.getDeviceOrgY=function(){return this.ldeviceOrgY},b.prototype.setDeviceOrgY=function(E){this.ldeviceOrgY=E},b.prototype.getDeviceExtX=function(){return this.ldeviceExtX},b.prototype.setDeviceExtX=function(E){this.ldeviceExtX=E},b.prototype.getDeviceExtY=function(){return this.ldeviceExtY},b.prototype.setDeviceExtY=function(E){this.ldeviceExtY=E},b.prototype.transformX=function(E){var _=0,S=this.lworldExtX;return S!=0&&(_=this.ldeviceOrgX+(E-this.lworldOrgX)*this.ldeviceExtX/S),_},b.prototype.transformY=function(E){var _=0,S=this.lworldExtY;return S!=0&&(_=this.ldeviceOrgY+(E-this.lworldOrgY)*this.ldeviceExtY/S),_},b.prototype.inverseTransformX=function(E){var _=0,S=this.ldeviceExtX;return S!=0&&(_=this.lworldOrgX+(E-this.ldeviceOrgX)*this.lworldExtX/S),_},b.prototype.inverseTransformY=function(E){var _=0,S=this.ldeviceExtY;return S!=0&&(_=this.lworldOrgY+(E-this.ldeviceOrgY)*this.lworldExtY/S),_},b.prototype.inverseTransformPoint=function(E){var _=new v(this.inverseTransformX(E.x),this.inverseTransformY(E.y));return _},f.exports=b},function(f,g,w){function v(R){if(Array.isArray(R)){for(var q=0,X=Array(R.length);qE.ADAPTATION_LOWER_NODE_LIMIT&&(this.coolingFactor=Math.max(this.coolingFactor*E.COOLING_ADAPTATION_FACTOR,this.coolingFactor-(R-E.ADAPTATION_LOWER_NODE_LIMIT)/(E.ADAPTATION_UPPER_NODE_LIMIT-E.ADAPTATION_LOWER_NODE_LIMIT)*this.coolingFactor*(1-E.COOLING_ADAPTATION_FACTOR))),this.maxNodeDisplacement=E.MAX_NODE_DISPLACEMENT_INCREMENTAL):(R>E.ADAPTATION_LOWER_NODE_LIMIT?this.coolingFactor=Math.max(E.COOLING_ADAPTATION_FACTOR,1-(R-E.ADAPTATION_LOWER_NODE_LIMIT)/(E.ADAPTATION_UPPER_NODE_LIMIT-E.ADAPTATION_LOWER_NODE_LIMIT)*(1-E.COOLING_ADAPTATION_FACTOR)):this.coolingFactor=1,this.initialCoolingFactor=this.coolingFactor,this.maxNodeDisplacement=E.MAX_NODE_DISPLACEMENT),this.maxIterations=Math.max(this.getAllNodes().length*5,this.maxIterations),this.totalDisplacementThreshold=this.displacementThresholdPerNode*this.getAllNodes().length,this.repulsionRange=this.calcRepulsionRange()},B.prototype.calcSpringForces=function(){for(var R=this.getAllEdges(),q,X=0;X0&&arguments[0]!==void 0?arguments[0]:!0,q=arguments.length>1&&arguments[1]!==void 0?arguments[1]:!1,X,rt,at,ut,pt=this.getAllNodes(),yt;if(this.useFRGridVariant)for(this.totalIterations%E.GRID_CALCULATION_CHECK_PERIOD==1&&R&&this.updateGrid(),yt=new Set,X=0;Xmt||yt>mt)&&(R.gravitationForceX=-this.gravityConstant*at,R.gravitationForceY=-this.gravityConstant*ut)):(mt=q.getEstimatedSize()*this.compoundGravityRangeFactor,(pt>mt||yt>mt)&&(R.gravitationForceX=-this.gravityConstant*at*this.compoundGravityConstant,R.gravitationForceY=-this.gravityConstant*ut*this.compoundGravityConstant))},B.prototype.isConverged=function(){var R,q=!1;return this.totalIterations>this.maxIterations/3&&(q=Math.abs(this.totalDisplacement-this.oldTotalDisplacement)<2),R=this.totalDisplacement=pt.length||mt>=pt[0].length)){for(var gt=0;gtB}}]),S}();f.exports=_},function(f,g,w){var v=function(){function _(S,I){for(var B=0;B2&&arguments[2]!==void 0?arguments[2]:1,F=arguments.length>3&&arguments[3]!==void 0?arguments[3]:-1,R=arguments.length>4&&arguments[4]!==void 0?arguments[4]:-1;b(this,_),this.sequence1=S,this.sequence2=I,this.match_score=B,this.mismatch_penalty=F,this.gap_penalty=R,this.iMax=S.length+1,this.jMax=I.length+1,this.grid=new Array(this.iMax);for(var q=0;q=0;S--){var I=this.listeners[S];I.event===E&&I.callback===_&&this.listeners.splice(S,1)}},b.emit=function(E,_){for(var S=0;SI.coolingFactor*I.maxNodeDisplacement&&(this.displacementX=I.coolingFactor*I.maxNodeDisplacement*E.sign(this.displacementX)),Math.abs(this.displacementY)>I.coolingFactor*I.maxNodeDisplacement&&(this.displacementY=I.coolingFactor*I.maxNodeDisplacement*E.sign(this.displacementY)),this.child==null?this.moveBy(this.displacementX,this.displacementY):this.child.getNodes().length==0?this.moveBy(this.displacementX,this.displacementY):this.propogateDisplacementToChildren(this.displacementX,this.displacementY),I.totalDisplacement+=Math.abs(this.displacementX)+Math.abs(this.displacementY),this.springForceX=0,this.springForceY=0,this.repulsionForceX=0,this.repulsionForceY=0,this.gravitationForceX=0,this.gravitationForceY=0,this.displacementX=0,this.displacementY=0},_.prototype.propogateDisplacementToChildren=function(I,B){for(var F=this.getChild().getNodes(),R,q=0;q0)this.positionNodesRadially(ht);else{this.reduceTrees(),this.graphManager.resetAllNodesToApplyGravitation();var bt=new Set(this.getAllNodes()),Z=this.nodesWithGravity.filter(function(ft){return bt.has(ft)});this.graphManager.setAllNodesToApplyGravitation(Z),this.positionNodesRandomly()}}return this.initSpringEmbedder(),this.runSpringEmbedder(),!0},mt.prototype.tick=function(){if(this.totalIterations++,this.totalIterations===this.maxIterations&&!this.isTreeGrowing&&!this.isGrowthFinished)if(this.prunedNodesAll.length>0)this.isTreeGrowing=!0;else return!0;if(this.totalIterations%F.CONVERGENCE_CHECK_PERIOD==0&&!this.isTreeGrowing&&!this.isGrowthFinished){if(this.isConverged())if(this.prunedNodesAll.length>0)this.isTreeGrowing=!0;else return!0;this.coolingCycle++,this.layoutQuality==0?this.coolingAdjuster=this.coolingCycle:this.layoutQuality==1&&(this.coolingAdjuster=this.coolingCycle/3),this.coolingFactor=Math.max(this.initialCoolingFactor-Math.pow(this.coolingCycle,Math.log(100*(this.initialCoolingFactor-this.finalTemperature))/Math.log(this.maxCoolingCycle))/100*this.coolingAdjuster,this.finalTemperature),this.animationPeriod=Math.ceil(this.initialAnimationPeriod*Math.sqrt(this.coolingFactor))}if(this.isTreeGrowing){if(this.growTreeIterations%10==0)if(this.prunedNodesAll.length>0){this.graphManager.updateBounds(),this.updateGrid(),this.growTree(this.prunedNodesAll),this.graphManager.resetAllNodesToApplyGravitation();var ht=new Set(this.getAllNodes()),bt=this.nodesWithGravity.filter(function(Y){return ht.has(Y)});this.graphManager.setAllNodesToApplyGravitation(bt),this.graphManager.updateBounds(),this.updateGrid(),this.coolingFactor=F.DEFAULT_COOLING_FACTOR_INCREMENTAL}else this.isTreeGrowing=!1,this.isGrowthFinished=!0;this.growTreeIterations++}if(this.isGrowthFinished){if(this.isConverged())return!0;this.afterGrowthIterations%10==0&&(this.graphManager.updateBounds(),this.updateGrid()),this.coolingFactor=F.DEFAULT_COOLING_FACTOR_INCREMENTAL*((100-this.afterGrowthIterations)/100),this.afterGrowthIterations++}var Z=!this.isTreeGrowing&&!this.isGrowthFinished,ft=this.growTreeIterations%10==1&&this.isTreeGrowing||this.afterGrowthIterations%10==1&&this.isGrowthFinished;return this.totalDisplacement=0,this.graphManager.updateBounds(),this.calcSpringForces(),this.calcRepulsionForces(Z,ft),this.calcGravitationalForces(),this.moveNodes(),this.animate(),!1},mt.prototype.getPositionsData=function(){for(var ht=this.graphManager.getAllNodes(),bt={},Z=0;Z1){var Nt;for(Nt=0;Ntft&&(ft=Math.floor(V.y)),Et=Math.floor(V.x+B.DEFAULT_COMPONENT_SEPERATION)}this.transform(new X(R.WORLD_CENTER_X-V.x/2,R.WORLD_CENTER_Y-V.y/2))},mt.radialLayout=function(ht,bt,Z){var ft=Math.max(this.maxDiagonalInTree(ht),B.DEFAULT_RADIAL_SEPARATION);mt.branchRadialLayout(bt,null,0,359,0,ft);var Y=pt.calculateBounds(ht),Et=new yt;Et.setDeviceOrgX(Y.getMinX()),Et.setDeviceOrgY(Y.getMinY()),Et.setWorldOrgX(Z.x),Et.setWorldOrgY(Z.y);for(var V=0;V1;){var vn=Ot[0];Ot.splice(0,1);var Pe=Ft.indexOf(vn);Pe>=0&&Ft.splice(Pe,1),Gt--,_t--}bt!=null?Be=(Ft.indexOf(Ot[0])+1)%Gt:Be=0;for(var Ee=Math.abs(ft-Z)/_t,nn=Be;xt!=_t;nn=++nn%Gt){var sn=Ft[nn].getOtherEnd(ht);if(sn!=bt){var me=(Z+xt*Ee)%360,Fe=(me+Ee)%360;mt.branchRadialLayout(sn,ht,me,Fe,Y+Et,Et),xt++}}},mt.maxDiagonalInTree=function(ht){for(var bt=at.MIN_VALUE,Z=0;Zbt&&(bt=Y)}return bt},mt.prototype.calcRepulsionRange=function(){return 2*(this.level+1)*this.idealEdgeLength},mt.prototype.groupZeroDegreeMembers=function(){var ht=this,bt={};this.memberGroups={},this.idToDummyNode={};for(var Z=[],ft=this.graphManager.getAllNodes(),Y=0;Y"u"&&(bt[Nt]=[]),bt[Nt]=bt[Nt].concat(Et)}Object.keys(bt).forEach(function(Dt){if(bt[Dt].length>1){var jt="DummyCompound_"+Dt;ht.memberGroups[jt]=bt[Dt];var Ct=bt[Dt][0].getParent(),Ft=new S(ht.graphManager);Ft.id=jt,Ft.paddingLeft=Ct.paddingLeft||0,Ft.paddingRight=Ct.paddingRight||0,Ft.paddingBottom=Ct.paddingBottom||0,Ft.paddingTop=Ct.paddingTop||0,ht.idToDummyNode[jt]=Ft;var _t=ht.getGraphManager().add(ht.newGraph(),Ft),xt=Ct.getChild();xt.add(Ft);for(var Gt=0;Gt=0;ht--){var bt=this.compoundOrder[ht],Z=bt.id,ft=bt.paddingLeft,Y=bt.paddingTop;this.adjustLocations(this.tiledMemberPack[Z],bt.rect.x,bt.rect.y,ft,Y)}},mt.prototype.repopulateZeroDegreeMembers=function(){var ht=this,bt=this.tiledZeroDegreePack;Object.keys(bt).forEach(function(Z){var ft=ht.idToDummyNode[Z],Y=ft.paddingLeft,Et=ft.paddingTop;ht.adjustLocations(bt[Z],ft.rect.x,ft.rect.y,Y,Et)})},mt.prototype.getToBeTiled=function(ht){var bt=ht.id;if(this.toBeTiled[bt]!=null)return this.toBeTiled[bt];var Z=ht.getChild();if(Z==null)return this.toBeTiled[bt]=!1,!1;for(var ft=Z.getNodes(),Y=0;Y0)return this.toBeTiled[bt]=!1,!1;if(Et.getChild()==null){this.toBeTiled[Et.id]=!1;continue}if(!this.getToBeTiled(Et))return this.toBeTiled[bt]=!1,!1}return this.toBeTiled[bt]=!0,!0},mt.prototype.getNodeDegree=function(ht){ht.id;for(var bt=ht.getEdges(),Z=0,ft=0;ftDt&&(Dt=Ct.rect.height)}Z+=Dt+ht.verticalPadding}},mt.prototype.tileCompoundMembers=function(ht,bt){var Z=this;this.tiledMemberPack=[],Object.keys(ht).forEach(function(ft){var Y=bt[ft];Z.tiledMemberPack[ft]=Z.tileNodes(ht[ft],Y.paddingLeft+Y.paddingRight),Y.rect.width=Z.tiledMemberPack[ft].width,Y.rect.height=Z.tiledMemberPack[ft].height})},mt.prototype.tileNodes=function(ht,bt){var Z=B.TILING_PADDING_VERTICAL,ft=B.TILING_PADDING_HORIZONTAL,Y={rows:[],rowWidth:[],rowHeight:[],width:0,height:bt,verticalPadding:Z,horizontalPadding:ft};ht.sort(function(Nt,Dt){return Nt.rect.width*Nt.rect.height>Dt.rect.width*Dt.rect.height?-1:Nt.rect.width*Nt.rect.height0&&(V+=ht.horizontalPadding),ht.rowWidth[Z]=V,ht.width0&&(Nt+=ht.verticalPadding);var Dt=0;Nt>ht.rowHeight[Z]&&(Dt=ht.rowHeight[Z],ht.rowHeight[Z]=Nt,Dt=ht.rowHeight[Z]-Dt),ht.height+=Dt,ht.rows[Z].push(bt)},mt.prototype.getShortestRowIndex=function(ht){for(var bt=-1,Z=Number.MAX_VALUE,ft=0;ftZ&&(bt=ft,Z=ht.rowWidth[ft]);return bt},mt.prototype.canAddHorizontal=function(ht,bt,Z){var ft=this.getShortestRowIndex(ht);if(ft<0)return!0;var Y=ht.rowWidth[ft];if(Y+ht.horizontalPadding+bt<=ht.width)return!0;var Et=0;ht.rowHeight[ft]0&&(Et=Z+ht.verticalPadding-ht.rowHeight[ft]);var V;ht.width-Y>=bt+ht.horizontalPadding?V=(ht.height+Et)/(Y+bt+ht.horizontalPadding):V=(ht.height+Et)/ht.width,Et=Z+ht.verticalPadding;var Nt;return ht.widthEt&&bt!=Z){ft.splice(-1,1),ht.rows[Z].push(Y),ht.rowWidth[bt]=ht.rowWidth[bt]-Et,ht.rowWidth[Z]=ht.rowWidth[Z]+Et,ht.width=ht.rowWidth[instance.getLongestRowIndex(ht)];for(var 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spinner-line-fade-default { + 0%, 100% { + opacity: 0.22; /* minimum opacity */ + } + 1% { + opacity: 1; + } +} + +@keyframes spinner-line-shrink { + 0%, 25%, 100% { + /* minimum scale and opacity */ + transform: scale(0.5); + opacity: 0.25; + } + 26% { + transform: scale(1); + opacity: 1; + } +} diff --git a/docs/assets/plugins/svg-pan-zoom.mjs b/docs/assets/plugins/svg-pan-zoom.mjs new file mode 100644 index 000000000..48e86898f --- /dev/null +++ b/docs/assets/plugins/svg-pan-zoom.mjs @@ -0,0 +1,1900 @@ +// svg-pan-zoom v3.6.0 +// https://github.com/ariutta/svg-pan-zoom +(function e(t,n,r){function s(o,u){if(!n[o]){if(!t[o]){var a=typeof require=="function"&&require;if(!u&&a)return a(o,!0);if(i)return i(o,!0);var f=new Error("Cannot find module '"+o+"'");throw f.code="MODULE_NOT_FOUND",f}var l=n[o]={exports:{}};t[o][0].call(l.exports,function(e){var n=t[o][1][e];return s(n?n:e)},l,l.exports,e,t,n,r)}return n[o].exports}var i=typeof require=="function"&&require;for(var o=0;o= 0; i--) { + if (this.eventListeners.hasOwnProperty(haltEventListeners[i])) { + delete this.eventListeners[haltEventListeners[i]] + } + } + } + } + + // Bind eventListeners + for (var event in this.eventListeners) { + // Attach event to eventsListenerElement or SVG if not available + (this.options.eventsListenerElement || this.svg) + .addEventListener(event, this.eventListeners[event], !this.options.preventMouseEventsDefault ? passiveListenerOption : false) + } + + // Zoom using mouse wheel + if (this.options.mouseWheelZoomEnabled) { + this.options.mouseWheelZoomEnabled = false // set to false as enable will set it back to true + this.enableMouseWheelZoom() + } +} + +/** + * Enable ability to zoom using mouse wheel + */ +SvgPanZoom.prototype.enableMouseWheelZoom = function() { + if (!this.options.mouseWheelZoomEnabled) { + var that = this + + // Mouse wheel listener + this.wheelListener = function(evt) { + return that.handleMouseWheel(evt); + } + + // Bind wheelListener + var isPassiveListener = !this.options.preventMouseEventsDefault + Wheel.on(this.options.eventsListenerElement || this.svg, this.wheelListener, isPassiveListener) + + this.options.mouseWheelZoomEnabled = true + } +} + +/** + * Disable ability to zoom using mouse wheel + */ +SvgPanZoom.prototype.disableMouseWheelZoom = function() { + if (this.options.mouseWheelZoomEnabled) { + var isPassiveListener = !this.options.preventMouseEventsDefault + Wheel.off(this.options.eventsListenerElement || this.svg, this.wheelListener, isPassiveListener) + this.options.mouseWheelZoomEnabled = false + } +} + +/** + * Handle mouse wheel event + * + * @param {Event} evt + */ +SvgPanZoom.prototype.handleMouseWheel = function(evt) { + if (!this.options.zoomEnabled || this.state !== 'none') { + return; + } + + if (this.options.preventMouseEventsDefault){ + if (evt.preventDefault) { + evt.preventDefault(); + } else { + evt.returnValue = false; + } + } + + // Default delta in case that deltaY is not available + var delta = evt.deltaY || 1 + , timeDelta = Date.now() - this.lastMouseWheelEventTime + , divider = 3 + Math.max(0, 30 - timeDelta) + + // Update cache + this.lastMouseWheelEventTime = Date.now() + + // Make empirical adjustments for browsers that give deltaY in pixels (deltaMode=0) + if ('deltaMode' in evt && evt.deltaMode === 0 && evt.wheelDelta) { + delta = evt.deltaY === 0 ? 0 : Math.abs(evt.wheelDelta) / evt.deltaY + } + + delta = -0.3 < delta && delta < 0.3 ? delta : (delta > 0 ? 1 : -1) * Math.log(Math.abs(delta) + 10) / divider + + var inversedScreenCTM = this.svg.getScreenCTM().inverse() + , relativeMousePoint = SvgUtils.getEventPoint(evt, this.svg).matrixTransform(inversedScreenCTM) + , zoom = Math.pow(1 + this.options.zoomScaleSensitivity, (-1) * delta); // multiplying by neg. 1 so as to make zoom in/out behavior match Google maps behavior + + this.zoomAtPoint(zoom, relativeMousePoint) +} + +/** + * Zoom in at a SVG point + * + * @param {SVGPoint} point + * @param {Float} zoomScale Number representing how much to zoom + * @param {Boolean} zoomAbsolute Default false. If true, zoomScale is treated as an absolute value. + * Otherwise, zoomScale is treated as a multiplied (e.g. 1.10 would zoom in 10%) + */ +SvgPanZoom.prototype.zoomAtPoint = function(zoomScale, point, zoomAbsolute) { + var originalState = this.viewport.getOriginalState() + + if (!zoomAbsolute) { + // Fit zoomScale in set bounds + if (this.getZoom() * zoomScale < this.options.minZoom * originalState.zoom) { + zoomScale = (this.options.minZoom * originalState.zoom) / this.getZoom() + } else if (this.getZoom() * zoomScale > this.options.maxZoom * originalState.zoom) { + zoomScale = (this.options.maxZoom * originalState.zoom) / this.getZoom() + } + } else { + // Fit zoomScale in set bounds + zoomScale = Math.max(this.options.minZoom * originalState.zoom, Math.min(this.options.maxZoom * originalState.zoom, zoomScale)) + // Find relative scale to achieve desired scale + zoomScale = zoomScale/this.getZoom() + } + + var oldCTM = this.viewport.getCTM() + , relativePoint = point.matrixTransform(oldCTM.inverse()) + , modifier = this.svg.createSVGMatrix().translate(relativePoint.x, relativePoint.y).scale(zoomScale).translate(-relativePoint.x, -relativePoint.y) + , newCTM = oldCTM.multiply(modifier) + + if (newCTM.a !== oldCTM.a) { + this.viewport.setCTM(newCTM) + } +} + +/** + * Zoom at center point + * + * @param {Float} scale + * @param {Boolean} absolute Marks zoom scale as relative or absolute + */ +SvgPanZoom.prototype.zoom = function(scale, absolute) { + this.zoomAtPoint(scale, SvgUtils.getSvgCenterPoint(this.svg, this.width, this.height), absolute) +} + +/** + * Zoom used by public instance + * + * @param {Float} scale + * @param {Boolean} absolute Marks zoom scale as relative or absolute + */ +SvgPanZoom.prototype.publicZoom = function(scale, absolute) { + if (absolute) { + scale = this.computeFromRelativeZoom(scale) + } + + this.zoom(scale, absolute) +} + +/** + * Zoom at point used by public instance + * + * @param {Float} scale + * @param {SVGPoint|Object} point An object that has x and y attributes + * @param {Boolean} absolute Marks zoom scale as relative or absolute + */ +SvgPanZoom.prototype.publicZoomAtPoint = function(scale, point, absolute) { + if (absolute) { + // Transform zoom into a relative value + scale = this.computeFromRelativeZoom(scale) + } + + // If not a SVGPoint but has x and y then create a SVGPoint + if (Utils.getType(point) !== 'SVGPoint') { + if('x' in point && 'y' in point) { + point = SvgUtils.createSVGPoint(this.svg, point.x, point.y) + } else { + throw new Error('Given point is invalid') + } + } + + this.zoomAtPoint(scale, point, absolute) +} + +/** + * Get zoom scale + * + * @return {Float} zoom scale + */ +SvgPanZoom.prototype.getZoom = function() { + return this.viewport.getZoom() +} + +/** + * Get zoom scale for public usage + * + * @return {Float} zoom scale + */ +SvgPanZoom.prototype.getRelativeZoom = function() { + return this.viewport.getRelativeZoom() +} + +/** + * Compute actual zoom from public zoom + * + * @param {Float} zoom + * @return {Float} zoom scale + */ +SvgPanZoom.prototype.computeFromRelativeZoom = function(zoom) { + return zoom * this.viewport.getOriginalState().zoom +} + +/** + * Set zoom to initial state + */ +SvgPanZoom.prototype.resetZoom = function() { + var originalState = this.viewport.getOriginalState() + + this.zoom(originalState.zoom, true); +} + +/** + * Set pan to initial state + */ +SvgPanZoom.prototype.resetPan = function() { + this.pan(this.viewport.getOriginalState()); +} + +/** + * Set pan and zoom to initial state + */ +SvgPanZoom.prototype.reset = function() { + this.resetZoom() + this.resetPan() +} + +/** + * Handle double click event + * See handleMouseDown() for alternate detection method + * + * @param {Event} evt + */ +SvgPanZoom.prototype.handleDblClick = function(evt) { + if (this.options.preventMouseEventsDefault) { + if (evt.preventDefault) { + evt.preventDefault() + } else { + evt.returnValue = false + } + } + + // Check if target was a control button + if (this.options.controlIconsEnabled) { + var targetClass = evt.target.getAttribute('class') || '' + if (targetClass.indexOf('svg-pan-zoom-control') > -1) { + return false + } + } + + var zoomFactor + + if (evt.shiftKey) { + zoomFactor = 1/((1 + this.options.zoomScaleSensitivity) * 2) // zoom out when shift key pressed + } else { + zoomFactor = (1 + this.options.zoomScaleSensitivity) * 2 + } + + var point = SvgUtils.getEventPoint(evt, this.svg).matrixTransform(this.svg.getScreenCTM().inverse()) + this.zoomAtPoint(zoomFactor, point) +} + +/** + * Handle click event + * + * @param {Event} evt + */ +SvgPanZoom.prototype.handleMouseDown = function(evt, prevEvt) { + if (this.options.preventMouseEventsDefault) { + if (evt.preventDefault) { + evt.preventDefault() + } else { + evt.returnValue = false + } + } + + Utils.mouseAndTouchNormalize(evt, this.svg) + + // Double click detection; more consistent than ondblclick + if (this.options.dblClickZoomEnabled && Utils.isDblClick(evt, prevEvt)){ + this.handleDblClick(evt) + } else { + // Pan mode + this.state = 'pan' + this.firstEventCTM = this.viewport.getCTM() + this.stateOrigin = SvgUtils.getEventPoint(evt, this.svg).matrixTransform(this.firstEventCTM.inverse()) + } +} + +/** + * Handle mouse move event + * + * @param {Event} evt + */ +SvgPanZoom.prototype.handleMouseMove = function(evt) { + if (this.options.preventMouseEventsDefault) { + if (evt.preventDefault) { + evt.preventDefault() + } else { + evt.returnValue = false + } + } + + if (this.state === 'pan' && this.options.panEnabled) { + // Pan mode + var point = SvgUtils.getEventPoint(evt, this.svg).matrixTransform(this.firstEventCTM.inverse()) + , viewportCTM = this.firstEventCTM.translate(point.x - this.stateOrigin.x, point.y - this.stateOrigin.y) + + this.viewport.setCTM(viewportCTM) + } +} + +/** + * Handle mouse button release event + * + * @param {Event} evt + */ +SvgPanZoom.prototype.handleMouseUp = function(evt) { + if (this.options.preventMouseEventsDefault) { + if (evt.preventDefault) { + evt.preventDefault() + } else { + evt.returnValue = false + } + } + + if (this.state === 'pan') { + // Quit pan mode + this.state = 'none' + } +} + +/** + * Adjust viewport size (only) so it will fit in SVG + * Does not center image + */ +SvgPanZoom.prototype.fit = function() { + var viewBox = this.viewport.getViewBox() + , newScale = Math.min(this.width/viewBox.width, this.height/viewBox.height) + + this.zoom(newScale, true) +} + +/** + * Adjust viewport size (only) so it will contain the SVG + * Does not center image + */ +SvgPanZoom.prototype.contain = function() { + var viewBox = this.viewport.getViewBox() + , newScale = Math.max(this.width/viewBox.width, this.height/viewBox.height) + + this.zoom(newScale, true) +} + +/** + * Adjust viewport pan (only) so it will be centered in SVG + * Does not zoom/fit/contain image + */ +SvgPanZoom.prototype.center = function() { + var viewBox = this.viewport.getViewBox() + , offsetX = (this.width - (viewBox.width + viewBox.x * 2) * this.getZoom()) * 0.5 + , offsetY = (this.height - (viewBox.height + viewBox.y * 2) * this.getZoom()) * 0.5 + + this.getPublicInstance().pan({x: offsetX, y: offsetY}) +} + +/** + * Update content cached BorderBox + * Use when viewport contents change + */ +SvgPanZoom.prototype.updateBBox = function() { + this.viewport.simpleViewBoxCache() +} + +/** + * Pan to a rendered position + * + * @param {Object} point {x: 0, y: 0} + */ +SvgPanZoom.prototype.pan = function(point) { + var viewportCTM = this.viewport.getCTM() + viewportCTM.e = point.x + viewportCTM.f = point.y + this.viewport.setCTM(viewportCTM) +} + +/** + * Relatively pan the graph by a specified rendered position vector + * + * @param {Object} point {x: 0, y: 0} + */ +SvgPanZoom.prototype.panBy = function(point) { + var viewportCTM = this.viewport.getCTM() + viewportCTM.e += point.x + viewportCTM.f += point.y + this.viewport.setCTM(viewportCTM) +} + +/** + * Get pan vector + * + * @return {Object} {x: 0, y: 0} + */ +SvgPanZoom.prototype.getPan = function() { + var state = this.viewport.getState() + + return {x: state.x, y: state.y} +} + +/** + * Recalculates cached svg dimensions and controls position + */ +SvgPanZoom.prototype.resize = function() { + // Get dimensions + var boundingClientRectNormalized = SvgUtils.getBoundingClientRectNormalized(this.svg) + this.width = boundingClientRectNormalized.width + this.height = boundingClientRectNormalized.height + + // Recalculate original state + var viewport = this.viewport + viewport.options.width = this.width + viewport.options.height = this.height + viewport.processCTM() + + // Reposition control icons by re-enabling them + if (this.options.controlIconsEnabled) { + this.getPublicInstance().disableControlIcons() + this.getPublicInstance().enableControlIcons() + } +} + +/** + * Unbind mouse events, free callbacks and destroy public instance + */ +SvgPanZoom.prototype.destroy = function() { + var that = this + + // Free callbacks + this.beforeZoom = null + this.onZoom = null + this.beforePan = null + this.onPan = null + this.onUpdatedCTM = null + + // Destroy custom event handlers + if (this.options.customEventsHandler != null) { // jshint ignore:line + this.options.customEventsHandler.destroy({ + svgElement: this.svg + , eventsListenerElement: this.options.eventsListenerElement + , instance: this.getPublicInstance() + }) + } + + // Unbind eventListeners + for (var event in this.eventListeners) { + (this.options.eventsListenerElement || this.svg) + .removeEventListener(event, this.eventListeners[event], !this.options.preventMouseEventsDefault ? passiveListenerOption : false) + } + + // Unbind wheelListener + this.disableMouseWheelZoom() + + // Remove control icons + this.getPublicInstance().disableControlIcons() + + // Reset zoom and pan + this.reset() + + // Remove instance from instancesStore + instancesStore = instancesStore.filter(function(instance){ + return instance.svg !== that.svg + }) + + // Delete options and its contents + delete this.options + + // Delete viewport to make public shadow viewport functions uncallable + delete this.viewport + + // Destroy public instance and rewrite getPublicInstance + delete this.publicInstance + delete this.pi + this.getPublicInstance = function(){ + return null + } +} + +/** + * Returns a public instance object + * + * @return {Object} Public instance object + */ +SvgPanZoom.prototype.getPublicInstance = function() { + var that = this + + // Create cache + if (!this.publicInstance) { + this.publicInstance = this.pi = { + // Pan + enablePan: function() {that.options.panEnabled = true; return that.pi} + , disablePan: function() {that.options.panEnabled = false; return that.pi} + , isPanEnabled: function() {return !!that.options.panEnabled} + , pan: function(point) {that.pan(point); return that.pi} + , panBy: function(point) {that.panBy(point); return that.pi} + , getPan: function() {return that.getPan()} + // Pan event + , setBeforePan: function(fn) {that.options.beforePan = fn === null ? null : Utils.proxy(fn, that.publicInstance); return that.pi} + , setOnPan: function(fn) {that.options.onPan = fn === null ? null : Utils.proxy(fn, that.publicInstance); return that.pi} + // Zoom and Control Icons + , enableZoom: function() {that.options.zoomEnabled = true; return that.pi} + , disableZoom: function() {that.options.zoomEnabled = false; return that.pi} + , isZoomEnabled: function() {return !!that.options.zoomEnabled} + , enableControlIcons: function() { + if (!that.options.controlIconsEnabled) { + that.options.controlIconsEnabled = true + ControlIcons.enable(that) + } + return that.pi + } + , disableControlIcons: function() { + if (that.options.controlIconsEnabled) { + that.options.controlIconsEnabled = false; + ControlIcons.disable(that) + } + return that.pi + } + , isControlIconsEnabled: function() {return !!that.options.controlIconsEnabled} + // Double click zoom + , enableDblClickZoom: function() {that.options.dblClickZoomEnabled = true; return that.pi} + , disableDblClickZoom: function() {that.options.dblClickZoomEnabled = false; return that.pi} + , isDblClickZoomEnabled: function() {return !!that.options.dblClickZoomEnabled} + // Mouse wheel zoom + , enableMouseWheelZoom: function() {that.enableMouseWheelZoom(); return that.pi} + , disableMouseWheelZoom: function() {that.disableMouseWheelZoom(); return that.pi} + , isMouseWheelZoomEnabled: function() {return !!that.options.mouseWheelZoomEnabled} + // Zoom scale and bounds + , setZoomScaleSensitivity: function(scale) {that.options.zoomScaleSensitivity = scale; return that.pi} + , setMinZoom: function(zoom) {that.options.minZoom = zoom; return that.pi} + , setMaxZoom: function(zoom) {that.options.maxZoom = zoom; return that.pi} + // Zoom event + , setBeforeZoom: function(fn) {that.options.beforeZoom = fn === null ? null : Utils.proxy(fn, that.publicInstance); return that.pi} + , setOnZoom: function(fn) {that.options.onZoom = fn === null ? null : Utils.proxy(fn, that.publicInstance); return that.pi} + // Zooming + , zoom: function(scale) {that.publicZoom(scale, true); return that.pi} + , zoomBy: function(scale) {that.publicZoom(scale, false); return that.pi} + , zoomAtPoint: function(scale, point) {that.publicZoomAtPoint(scale, point, true); return that.pi} + , zoomAtPointBy: function(scale, point) {that.publicZoomAtPoint(scale, point, false); return that.pi} + , zoomIn: function() {this.zoomBy(1 + that.options.zoomScaleSensitivity); return that.pi} + , zoomOut: function() {this.zoomBy(1 / (1 + that.options.zoomScaleSensitivity)); return that.pi} + , getZoom: function() {return that.getRelativeZoom()} + // CTM update + , setOnUpdatedCTM: function(fn) {that.options.onUpdatedCTM = fn === null ? null : Utils.proxy(fn, that.publicInstance); return that.pi} + // Reset + , resetZoom: function() {that.resetZoom(); return that.pi} + , resetPan: function() {that.resetPan(); return that.pi} + , reset: function() {that.reset(); return that.pi} + // Fit, Contain and Center + , fit: function() {that.fit(); return that.pi} + , contain: function() {that.contain(); return that.pi} + , center: function() {that.center(); return that.pi} + // Size and Resize + , updateBBox: function() {that.updateBBox(); return that.pi} + , resize: function() {that.resize(); return that.pi} + , getSizes: function() { + return { + width: that.width + , height: that.height + , realZoom: that.getZoom() + , viewBox: that.viewport.getViewBox() + } + } + // Destroy + , destroy: function() {that.destroy(); return that.pi} + } + } + + return this.publicInstance +} + +/** + * Stores pairs of instances of SvgPanZoom and SVG + * Each pair is represented by an object {svg: SVGSVGElement, instance: SvgPanZoom} + * + * @type {Array} + */ +var instancesStore = [] + +var svgPanZoom = function(elementOrSelector, options){ + var svg = Utils.getSvg(elementOrSelector) + + if (svg === null) { + return null + } else { + // Look for existent instance + for(var i = instancesStore.length - 1; i >= 0; i--) { + if (instancesStore[i].svg === svg) { + return instancesStore[i].instance.getPublicInstance() + } + } + + // If instance not found - create one + instancesStore.push({ + svg: svg + , instance: new SvgPanZoom(svg, options) + }) + + // Return just pushed instance + return instancesStore[instancesStore.length - 1].instance.getPublicInstance() + } +} + +module.exports = svgPanZoom; + +},{"./control-icons":2,"./shadow-viewport":3,"./svg-utilities":5,"./uniwheel":6,"./utilities":7}],5:[function(require,module,exports){ +var Utils = require('./utilities') + , _browser = 'unknown' + ; + +// http://stackoverflow.com/questions/9847580/how-to-detect-safari-chrome-ie-firefox-and-opera-browser +if (/*@cc_on!@*/false || !!document.documentMode) { // internet explorer + _browser = 'ie'; +} + +module.exports = { + svgNS: 'http://www.w3.org/2000/svg' +, xmlNS: 'http://www.w3.org/XML/1998/namespace' +, xmlnsNS: 'http://www.w3.org/2000/xmlns/' +, xlinkNS: 'http://www.w3.org/1999/xlink' +, evNS: 'http://www.w3.org/2001/xml-events' + + /** + * Get svg dimensions: width and height + * + * @param {SVGSVGElement} svg + * @return {Object} {width: 0, height: 0} + */ +, getBoundingClientRectNormalized: function(svg) { + if (svg.clientWidth && svg.clientHeight) { + return {width: svg.clientWidth, height: svg.clientHeight} + } else if (!!svg.getBoundingClientRect()) { + return svg.getBoundingClientRect(); + } else { + throw new Error('Cannot get BoundingClientRect for SVG.'); + } + } + + /** + * Gets g element with class of "viewport" or creates it if it doesn't exist + * + * @param {SVGSVGElement} svg + * @return {SVGElement} g (group) element + */ +, getOrCreateViewport: function(svg, selector) { + var viewport = null + + if (Utils.isElement(selector)) { + viewport = selector + } else { + viewport = svg.querySelector(selector) + } + + // Check if there is just one main group in SVG + if (!viewport) { + var childNodes = Array.prototype.slice.call(svg.childNodes || svg.children).filter(function(el){ + return el.nodeName !== 'defs' && el.nodeName !== '#text' + }) + + // Node name should be SVGGElement and should have no transform attribute + // Groups with transform are not used as viewport because it involves parsing of all transform possibilities + if (childNodes.length === 1 && childNodes[0].nodeName === 'g' && childNodes[0].getAttribute('transform') === null) { + viewport = childNodes[0] + } + } + + // If no favorable group element exists then create one + if (!viewport) { + var viewportId = 'viewport-' + new Date().toISOString().replace(/\D/g, ''); + viewport = document.createElementNS(this.svgNS, 'g'); + viewport.setAttribute('id', viewportId); + + // Internet Explorer (all versions?) can't use childNodes, but other browsers prefer (require?) using childNodes + var svgChildren = svg.childNodes || svg.children; + if (!!svgChildren && svgChildren.length > 0) { + for (var i = svgChildren.length; i > 0; i--) { + // Move everything into viewport except defs + if (svgChildren[svgChildren.length - i].nodeName !== 'defs') { + viewport.appendChild(svgChildren[svgChildren.length - i]); + } + } + } + svg.appendChild(viewport); + } + + // Parse class names + var classNames = []; + if (viewport.getAttribute('class')) { + classNames = viewport.getAttribute('class').split(' ') + } + + // Set class (if not set already) + if (!~classNames.indexOf('svg-pan-zoom_viewport')) { + classNames.push('svg-pan-zoom_viewport') + viewport.setAttribute('class', classNames.join(' ')) + } + + return viewport + } + + /** + * Set SVG attributes + * + * @param {SVGSVGElement} svg + */ + , setupSvgAttributes: function(svg) { + // Setting default attributes + svg.setAttribute('xmlns', this.svgNS); + svg.setAttributeNS(this.xmlnsNS, 'xmlns:xlink', this.xlinkNS); + svg.setAttributeNS(this.xmlnsNS, 'xmlns:ev', this.evNS); + + // Needed for Internet Explorer, otherwise the viewport overflows + if (svg.parentNode !== null) { + var style = svg.getAttribute('style') || ''; + if (style.toLowerCase().indexOf('overflow') === -1) { + svg.setAttribute('style', 'overflow: hidden; ' + style); + } + } + } + +/** + * How long Internet Explorer takes to finish updating its display (ms). + */ +, internetExplorerRedisplayInterval: 300 + +/** + * Forces the browser to redisplay all SVG elements that rely on an + * element defined in a 'defs' section. It works globally, for every + * available defs element on the page. + * The throttling is intentionally global. + * + * This is only needed for IE. It is as a hack to make markers (and 'use' elements?) + * visible after pan/zoom when there are multiple SVGs on the page. + * See bug report: https://connect.microsoft.com/IE/feedback/details/781964/ + * also see svg-pan-zoom issue: https://github.com/ariutta/svg-pan-zoom/issues/62 + */ +, refreshDefsGlobal: Utils.throttle(function() { + var allDefs = document.querySelectorAll('defs'); + var allDefsCount = allDefs.length; + for (var i = 0; i < allDefsCount; i++) { + var thisDefs = allDefs[i]; + thisDefs.parentNode.insertBefore(thisDefs, thisDefs); + } + }, this ? this.internetExplorerRedisplayInterval : null) + + /** + * Sets the current transform matrix of an element + * + * @param {SVGElement} element + * @param {SVGMatrix} matrix CTM + * @param {SVGElement} defs + */ +, setCTM: function(element, matrix, defs) { + var that = this + , s = 'matrix(' + matrix.a + ',' + matrix.b + ',' + matrix.c + ',' + matrix.d + ',' + matrix.e + ',' + matrix.f + ')'; + + element.setAttributeNS(null, 'transform', s); + if ('transform' in element.style) { + element.style.transform = s; + } else if ('-ms-transform' in element.style) { + element.style['-ms-transform'] = s; + } else if ('-webkit-transform' in element.style) { + element.style['-webkit-transform'] = s; + } + + // IE has a bug that makes markers disappear on zoom (when the matrix "a" and/or "d" elements change) + // see http://stackoverflow.com/questions/17654578/svg-marker-does-not-work-in-ie9-10 + // and http://srndolha.wordpress.com/2013/11/25/svg-line-markers-may-disappear-in-internet-explorer-11/ + if (_browser === 'ie' && !!defs) { + // this refresh is intended for redisplaying the SVG during zooming + defs.parentNode.insertBefore(defs, defs); + // this refresh is intended for redisplaying the other SVGs on a page when panning a given SVG + // it is also needed for the given SVG itself, on zoomEnd, if the SVG contains any markers that + // are located under any other element(s). + window.setTimeout(function() { + that.refreshDefsGlobal(); + }, that.internetExplorerRedisplayInterval); + } + } + + /** + * Instantiate an SVGPoint object with given event coordinates + * + * @param {Event} evt + * @param {SVGSVGElement} svg + * @return {SVGPoint} point + */ +, getEventPoint: function(evt, svg) { + var point = svg.createSVGPoint() + + Utils.mouseAndTouchNormalize(evt, svg) + + point.x = evt.clientX + point.y = evt.clientY + + return point + } + + /** + * Get SVG center point + * + * @param {SVGSVGElement} svg + * @return {SVGPoint} + */ +, getSvgCenterPoint: function(svg, width, height) { + return this.createSVGPoint(svg, width / 2, height / 2) + } + + /** + * Create a SVGPoint with given x and y + * + * @param {SVGSVGElement} svg + * @param {Number} x + * @param {Number} y + * @return {SVGPoint} + */ +, createSVGPoint: function(svg, x, y) { + var point = svg.createSVGPoint() + point.x = x + point.y = y + + return point + } +} + +},{"./utilities":7}],6:[function(require,module,exports){ +// uniwheel 0.1.2 (customized) +// A unified cross browser mouse wheel event handler +// https://github.com/teemualap/uniwheel + +module.exports = (function(){ + + //Full details: https://developer.mozilla.org/en-US/docs/Web/Reference/Events/wheel + + var prefix = "", _addEventListener, _removeEventListener, support, fns = []; + var passiveOption = {passive: true}; + + // detect event model + if ( window.addEventListener ) { + _addEventListener = "addEventListener"; + _removeEventListener = "removeEventListener"; + } else { + _addEventListener = "attachEvent"; + _removeEventListener = "detachEvent"; + prefix = "on"; + } + + // detect available wheel event + support = "onwheel" in document.createElement("div") ? "wheel" : // Modern browsers support "wheel" + document.onmousewheel !== undefined ? "mousewheel" : // Webkit and IE support at least "mousewheel" + "DOMMouseScroll"; // let's assume that remaining browsers are older Firefox + + + function createCallback(element,callback) { + + var fn = function(originalEvent) { + + !originalEvent && ( originalEvent = window.event ); + + // create a normalized event object + var event = { + // keep a ref to the original event object + originalEvent: originalEvent, + target: originalEvent.target || originalEvent.srcElement, + type: "wheel", + deltaMode: originalEvent.type == "MozMousePixelScroll" ? 0 : 1, + deltaX: 0, + delatZ: 0, + preventDefault: function() { + originalEvent.preventDefault ? + originalEvent.preventDefault() : + originalEvent.returnValue = false; + } + }; + + // calculate deltaY (and deltaX) according to the event + if ( support == "mousewheel" ) { + event.deltaY = - 1/40 * originalEvent.wheelDelta; + // Webkit also support wheelDeltaX + originalEvent.wheelDeltaX && ( event.deltaX = - 1/40 * originalEvent.wheelDeltaX ); + } else { + event.deltaY = originalEvent.detail; + } + + // it's time to fire the callback + return callback( event ); + + }; + + fns.push({ + element: element, + fn: fn, + }); + + return fn; + } + + function getCallback(element) { + for (var i = 0; i < fns.length; i++) { + if (fns[i].element === element) { + return fns[i].fn; + } + } + return function(){}; + } + + function removeCallback(element) { + for (var i = 0; i < fns.length; i++) { + if (fns[i].element === element) { + return fns.splice(i,1); + } + } + } + + function _addWheelListener(elem, eventName, callback, isPassiveListener ) { + var cb; + + if (support === "wheel") { + cb = callback; + } else { + cb = createCallback(elem, callback); + } + + elem[_addEventListener](prefix + eventName, cb, isPassiveListener ? passiveOption : false); + } + + function _removeWheelListener(elem, eventName, callback, isPassiveListener ) { + + var cb; + + if (support === "wheel") { + cb = callback; + } else { + cb = getCallback(elem); + } + + elem[_removeEventListener](prefix + eventName, cb, isPassiveListener ? passiveOption : false); + + removeCallback(elem); + } + + function addWheelListener( elem, callback, isPassiveListener ) { + _addWheelListener(elem, support, callback, isPassiveListener ); + + // handle MozMousePixelScroll in older Firefox + if( support == "DOMMouseScroll" ) { + _addWheelListener(elem, "MozMousePixelScroll", callback, isPassiveListener ); + } + } + + function removeWheelListener(elem, callback, isPassiveListener){ + _removeWheelListener(elem, support, callback, isPassiveListener); + + // handle MozMousePixelScroll in older Firefox + if( support == "DOMMouseScroll" ) { + _removeWheelListener(elem, "MozMousePixelScroll", callback, isPassiveListener); + } + } + + return { + on: addWheelListener, + off: removeWheelListener + }; + +})(); + +},{}],7:[function(require,module,exports){ +module.exports = { + /** + * Extends an object + * + * @param {Object} target object to extend + * @param {Object} source object to take properties from + * @return {Object} extended object + */ + extend: function(target, source) { + target = target || {}; + for (var prop in source) { + // Go recursively + if (this.isObject(source[prop])) { + target[prop] = this.extend(target[prop], source[prop]) + } else { + target[prop] = source[prop] + } + } + return target; + } + + /** + * Checks if an object is a DOM element + * + * @param {Object} o HTML element or String + * @return {Boolean} returns true if object is a DOM element + */ +, isElement: function(o){ + return ( + o instanceof HTMLElement || o instanceof SVGElement || o instanceof SVGSVGElement || //DOM2 + (o && typeof o === 'object' && o !== null && o.nodeType === 1 && typeof o.nodeName === 'string') + ); + } + + /** + * Checks if an object is an Object + * + * @param {Object} o Object + * @return {Boolean} returns true if object is an Object + */ +, isObject: function(o){ + return Object.prototype.toString.call(o) === '[object Object]'; + } + + /** + * Checks if variable is Number + * + * @param {Integer|Float} n + * @return {Boolean} returns true if variable is Number + */ +, isNumber: function(n) { + return !isNaN(parseFloat(n)) && isFinite(n); + } + + /** + * Search for an SVG element + * + * @param {Object|String} elementOrSelector DOM Element or selector String + * @return {Object|Null} SVG or null + */ +, getSvg: function(elementOrSelector) { + var element + , svg; + + if (!this.isElement(elementOrSelector)) { + // If selector provided + if (typeof elementOrSelector === 'string' || elementOrSelector instanceof String) { + // Try to find the element + element = document.querySelector(elementOrSelector) + + if (!element) { + throw new Error('Provided selector did not find any elements. Selector: ' + elementOrSelector) + return null + } + } else { + throw new Error('Provided selector is not an HTML object nor String') + return null + } + } else { + element = elementOrSelector + } + + if (element.tagName.toLowerCase() === 'svg') { + svg = element; + } else { + if (element.tagName.toLowerCase() === 'object') { + svg = element.contentDocument.documentElement; + } else { + if (element.tagName.toLowerCase() === 'embed') { + svg = element.getSVGDocument().documentElement; + } else { + if (element.tagName.toLowerCase() === 'img') { + throw new Error('Cannot script an SVG in an "img" element. Please use an "object" element or an in-line SVG.'); + } else { + throw new Error('Cannot get SVG.'); + } + return null + } + } + } + + return svg + } + + /** + * Attach a given context to a function + * @param {Function} fn Function + * @param {Object} context Context + * @return {Function} Function with certain context + */ +, proxy: function(fn, context) { + return function() { + return fn.apply(context, arguments) + } + } + + /** + * Returns object type + * Uses toString that returns [object SVGPoint] + * And than parses object type from string + * + * @param {Object} o Any object + * @return {String} Object type + */ +, getType: function(o) { + return Object.prototype.toString.apply(o).replace(/^\[object\s/, '').replace(/\]$/, '') + } + + /** + * If it is a touch event than add clientX and clientY to event object + * + * @param {Event} evt + * @param {SVGSVGElement} svg + */ +, mouseAndTouchNormalize: function(evt, svg) { + // If no clientX then fallback + if (evt.clientX === void 0 || evt.clientX === null) { + // Fallback + evt.clientX = 0 + evt.clientY = 0 + + // If it is a touch event + if (evt.touches !== void 0 && evt.touches.length) { + if (evt.touches[0].clientX !== void 0) { + evt.clientX = evt.touches[0].clientX + evt.clientY = evt.touches[0].clientY + } else if (evt.touches[0].pageX !== void 0) { + var rect = svg.getBoundingClientRect(); + + evt.clientX = evt.touches[0].pageX - rect.left + evt.clientY = evt.touches[0].pageY - rect.top + } + // If it is a custom event + } else if (evt.originalEvent !== void 0) { + if (evt.originalEvent.clientX !== void 0) { + evt.clientX = evt.originalEvent.clientX + evt.clientY = evt.originalEvent.clientY + } + } + } + } + + /** + * Check if an event is a double click/tap + * TODO: For touch gestures use a library (hammer.js) that takes in account other events + * (touchmove and touchend). It should take in account tap duration and traveled distance + * + * @param {Event} evt + * @param {Event} prevEvt Previous Event + * @return {Boolean} + */ +, isDblClick: function(evt, prevEvt) { + // Double click detected by browser + if (evt.detail === 2) { + return true; + } + // Try to compare events + else if (prevEvt !== void 0 && prevEvt !== null) { + var timeStampDiff = evt.timeStamp - prevEvt.timeStamp // should be lower than 250 ms + , touchesDistance = Math.sqrt(Math.pow(evt.clientX - prevEvt.clientX, 2) + Math.pow(evt.clientY - prevEvt.clientY, 2)) + + return timeStampDiff < 250 && touchesDistance < 10 + } + + // Nothing found + return false; + } + + /** + * Returns current timestamp as an integer + * + * @return {Number} + */ +, now: Date.now || function() { + return new Date().getTime(); + } + + // From underscore. + // Returns a function, that, when invoked, will only be triggered at most once + // during a given window of time. Normally, the throttled function will run + // as much as it can, without ever going more than once per `wait` duration; + // but if you'd like to disable the execution on the leading edge, pass + // `{leading: false}`. To disable execution on the trailing edge, ditto. +// jscs:disable +// jshint ignore:start +, throttle: function(func, wait, options) { + var that = this; + var context, args, result; + var timeout = null; + var previous = 0; + if (!options) options = {}; + var later = function() { + previous = options.leading === false ? 0 : that.now(); + timeout = null; + result = func.apply(context, args); + if (!timeout) context = args = null; + }; + return function() { + var now = that.now(); + if (!previous && options.leading === false) previous = now; + var remaining = wait - (now - previous); + context = this; + args = arguments; + if (remaining <= 0 || remaining > wait) { + clearTimeout(timeout); + timeout = null; + previous = now; + result = func.apply(context, args); + if (!timeout) context = args = null; + } else if (!timeout && options.trailing !== false) { + timeout = setTimeout(later, remaining); + } + return result; + }; + } +// jshint ignore:end +// jscs:enable + + /** + * Create a requestAnimationFrame simulation + * + * @param {Number|String} refreshRate + * @return {Function} + */ +, createRequestAnimationFrame: function(refreshRate) { + var timeout = null + + // Convert refreshRate to timeout + if (refreshRate !== 'auto' && refreshRate < 60 && refreshRate > 1) { + timeout = Math.floor(1000 / refreshRate) + } + + if (timeout === null) { + return window.requestAnimationFrame || requestTimeout(33) + } else { + return requestTimeout(timeout) + } + } +} + +/** + * Create a callback that will execute after a given timeout + * + * @param {Function} timeout + * @return {Function} + */ +function requestTimeout(timeout) { + return function(callback) { + window.setTimeout(callback, timeout) + } +} + +},{}]},{},[1]); diff --git a/docs/assets/plugins/waifu_plugin/autoload.js b/docs/assets/plugins/waifu_plugin/autoload.js new file mode 100644 index 000000000..88edc95e1 --- /dev/null +++ b/docs/assets/plugins/waifu_plugin/autoload.js @@ -0,0 +1,30 @@ +try { + $("").attr({href: "file=docs/assets/plugins/waifu_plugin/waifu.css", rel: "stylesheet", type: "text/css"}).appendTo('head'); + $('body').append('
'); + $.ajax({url: "file=docs/assets/plugins/waifu_plugin/waifu-tips.js", dataType:"script", cache: true, success: function() { + $.ajax({url: "file=docs/assets/plugins/waifu_plugin/live2d.js", dataType:"script", cache: true, success: function() { + /* 可直接修改部分参数 */ + live2d_settings['hitokotoAPI'] = "hitokoto.cn"; // 一言 API + live2d_settings['modelId'] = 5; // 默认模型 ID + live2d_settings['modelTexturesId'] = 1; // 默认材质 ID + live2d_settings['modelStorage'] = false; // 不储存模型 ID + live2d_settings['waifuSize'] = '210x187'; + live2d_settings['waifuTipsSize'] = '187x52'; + live2d_settings['canSwitchModel'] = true; + live2d_settings['canSwitchTextures'] = true; + live2d_settings['canSwitchHitokoto'] = true; + live2d_settings['canTakeScreenshot'] = false; + live2d_settings['canTurnToHomePage'] = false; + live2d_settings['canTurnToAboutPage'] = false; + live2d_settings['showHitokoto'] = false; // 显示一言 + live2d_settings['showF12Status'] = false; // 显示加载状态 + live2d_settings['showF12Message'] = false; // 显示看板娘消息 + live2d_settings['showF12OpenMsg'] = false; // 显示控制台打开提示 + live2d_settings['showCopyMessage'] = false; // 显示 复制内容 提示 + live2d_settings['showWelcomeMessage'] = true; // 显示进入面页欢迎词 + + /* 在 initModel 前添加 */ + initModel("file=docs/assets/plugins/waifu_plugin/waifu-tips.json"); + }}); + }}); +} catch(err) { console.log("[Error] JQuery is not defined.") } diff --git a/docs/assets/plugins/waifu_plugin/flat-ui-icons-regular.eot b/docs/assets/plugins/waifu_plugin/flat-ui-icons-regular.eot new file mode 100644 index 000000000..536680e9f Binary files /dev/null and b/docs/assets/plugins/waifu_plugin/flat-ui-icons-regular.eot differ diff --git a/docs/assets/plugins/waifu_plugin/flat-ui-icons-regular.svg b/docs/assets/plugins/waifu_plugin/flat-ui-icons-regular.svg new file mode 100644 index 000000000..e05f3a0d3 --- /dev/null +++ b/docs/assets/plugins/waifu_plugin/flat-ui-icons-regular.svg @@ -0,0 +1,126 @@ + + + + + +{ + "fontFamily": "flat-ui-icons", + "majorVersion": 1, + "minorVersion": 1, + "fontURL": "http://designmodo.com/flat", + "designer": "Sergey Shmidt", + "designerURL": "http://designmodo.com", + "license": "Attribution-NonCommercial-NoDerivs 3.0 Unported", + "licenseURL": "http://creativecommons.org/licenses/by-nc-nd/3.0/", + "version": "Version 1.1", + "fontId": "flat-ui-icons", + "psName": "flat-ui-icons", + "subFamily": "Regular", + "fullName": "flat-ui-icons", + "description": "Generated by IcoMoon" +} + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/docs/assets/plugins/waifu_plugin/flat-ui-icons-regular.ttf b/docs/assets/plugins/waifu_plugin/flat-ui-icons-regular.ttf new file mode 100644 index 000000000..f4933ff35 Binary files /dev/null and b/docs/assets/plugins/waifu_plugin/flat-ui-icons-regular.ttf differ diff --git a/docs/assets/plugins/waifu_plugin/flat-ui-icons-regular.woff b/docs/assets/plugins/waifu_plugin/flat-ui-icons-regular.woff new file mode 100644 index 000000000..f9e9805e7 Binary files /dev/null and b/docs/assets/plugins/waifu_plugin/flat-ui-icons-regular.woff differ diff --git a/docs/assets/plugins/waifu_plugin/jquery-ui.min.js b/docs/assets/plugins/waifu_plugin/jquery-ui.min.js new file mode 100644 index 000000000..862a64986 --- /dev/null +++ b/docs/assets/plugins/waifu_plugin/jquery-ui.min.js @@ -0,0 +1,13 @@ +/*! 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this.active?(this.isLastItem()||(this._hasScroll()?(s=this.active.offset().top,n=this.element.height(),this.active.nextAll(".ui-menu-item").each(function(){return i=t(this),0>i.offset().top-s-n}),this.focus(e,i)):this.focus(e,this.activeMenu.find(this.options.items)[this.active?"last":"first"]())),void 0):(this.next(e),void 0)},previousPage:function(e){var i,s,n;return this.active?(this.isFirstItem()||(this._hasScroll()?(s=this.active.offset().top,n=this.element.height(),this.active.prevAll(".ui-menu-item").each(function(){return i=t(this),i.offset().top-s+n>0}),this.focus(e,i)):this.focus(e,this.activeMenu.find(this.options.items).first())),void 0):(this.next(e),void 0)},_hasScroll:function(){return this.element.outerHeight()",options:{appendTo:null,autoFocus:!1,delay:300,minLength:1,position:{my:"left top",at:"left bottom",collision:"none"},source:null,change:null,close:null,focus:null,open:null,response:null,search:null,select:null},requestIndex:0,pending:0,_create:function(){var e,i,s,n=this.element[0].nodeName.toLowerCase(),o="textarea"===n,a="input"===n; +this.isMultiLine=o||!a&&this._isContentEditable(this.element),this.valueMethod=this.element[o||a?"val":"text"],this.isNewMenu=!0,this._addClass("ui-autocomplete-input"),this.element.attr("autocomplete","off"),this._on(this.element,{keydown:function(n){if(this.element.prop("readOnly"))return e=!0,s=!0,i=!0,void 0;e=!1,s=!1,i=!1;var o=t.ui.keyCode;switch(n.keyCode){case o.PAGE_UP:e=!0,this._move("previousPage",n);break;case o.PAGE_DOWN:e=!0,this._move("nextPage",n);break;case o.UP:e=!0,this._keyEvent("previous",n);break;case o.DOWN:e=!0,this._keyEvent("next",n);break;case o.ENTER:this.menu.active&&(e=!0,n.preventDefault(),this.menu.select(n));break;case o.TAB:this.menu.active&&this.menu.select(n);break;case o.ESCAPE:this.menu.element.is(":visible")&&(this.isMultiLine||this._value(this.term),this.close(n),n.preventDefault());break;default:i=!0,this._searchTimeout(n)}},keypress:function(s){if(e)return e=!1,(!this.isMultiLine||this.menu.element.is(":visible"))&&s.preventDefault(),void 0;if(!i){var n=t.ui.keyCode;switch(s.keyCode){case n.PAGE_UP:this._move("previousPage",s);break;case n.PAGE_DOWN:this._move("nextPage",s);break;case n.UP:this._keyEvent("previous",s);break;case n.DOWN:this._keyEvent("next",s)}}},input:function(t){return s?(s=!1,t.preventDefault(),void 0):(this._searchTimeout(t),void 0)},focus:function(){this.selectedItem=null,this.previous=this._value()},blur:function(t){return this.cancelBlur?(delete this.cancelBlur,void 0):(clearTimeout(this.searching),this.close(t),this._change(t),void 0)}}),this._initSource(),this.menu=t("
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    ").text(s).appendTo(this.liveRegion)),void 0)},menuselect:function(e,i){var s=i.item.data("ui-autocomplete-item"),n=this.previous;this.element[0]!==t.ui.safeActiveElement(this.document[0])&&(this.element.trigger("focus"),this.previous=n,this._delay(function(){this.previous=n,this.selectedItem=s})),!1!==this._trigger("select",e,{item:s})&&this._value(s.value),this.term=this._value(),this.close(e),this.selectedItem=s}}),this.liveRegion=t("
    ",{role:"status","aria-live":"assertive","aria-relevant":"additions"}).appendTo(this.document[0].body),this._addClass(this.liveRegion,null,"ui-helper-hidden-accessible"),this._on(this.window,{beforeunload:function(){this.element.removeAttr("autocomplete")}})},_destroy:function(){clearTimeout(this.searching),this.element.removeAttr("autocomplete"),this.menu.element.remove(),this.liveRegion.remove()},_setOption:function(t,e){this._super(t,e),"source"===t&&this._initSource(),"appendTo"===t&&this.menu.element.appendTo(this._appendTo()),"disabled"===t&&e&&this.xhr&&this.xhr.abort()},_isEventTargetInWidget:function(e){var i=this.menu.element[0];return e.target===this.element[0]||e.target===i||t.contains(i,e.target)},_closeOnClickOutside:function(t){this._isEventTargetInWidget(t)||this.close()},_appendTo:function(){var e=this.options.appendTo;return e&&(e=e.jquery||e.nodeType?t(e):this.document.find(e).eq(0)),e&&e[0]||(e=this.element.closest(".ui-front, dialog")),e.length||(e=this.document[0].body),e},_initSource:function(){var e,i,s=this;t.isArray(this.options.source)?(e=this.options.source,this.source=function(i,s){s(t.ui.autocomplete.filter(e,i.term))}):"string"==typeof this.options.source?(i=this.options.source,this.source=function(e,n){s.xhr&&s.xhr.abort(),s.xhr=t.ajax({url:i,data:e,dataType:"json",success:function(t){n(t)},error:function(){n([])}})}):this.source=this.options.source},_searchTimeout:function(t){clearTimeout(this.searching),this.searching=this._delay(function(){var e=this.term===this._value(),i=this.menu.element.is(":visible"),s=t.altKey||t.ctrlKey||t.metaKey||t.shiftKey;(!e||e&&!i&&!s)&&(this.selectedItem=null,this.search(null,t))},this.options.delay)},search:function(t,e){return t=null!=t?t:this._value(),this.term=this._value(),t.length").append(t("
    ").text(i.label)).appendTo(e)},_move:function(t,e){return this.menu.element.is(":visible")?this.menu.isFirstItem()&&/^previous/.test(t)||this.menu.isLastItem()&&/^next/.test(t)?(this.isMultiLine||this._value(this.term),this.menu.blur(),void 0):(this.menu[t](e),void 0):(this.search(null,e),void 0)},widget:function(){return this.menu.element},_value:function(){return this.valueMethod.apply(this.element,arguments)},_keyEvent:function(t,e){(!this.isMultiLine||this.menu.element.is(":visible"))&&(this._move(t,e),e.preventDefault())},_isContentEditable:function(t){if(!t.length)return!1;var e=t.prop("contentEditable");return"inherit"===e?this._isContentEditable(t.parent()):"true"===e}}),t.extend(t.ui.autocomplete,{escapeRegex:function(t){return t.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&")},filter:function(e,i){var s=RegExp(t.ui.autocomplete.escapeRegex(i),"i");return t.grep(e,function(t){return s.test(t.label||t.value||t)})}}),t.widget("ui.autocomplete",t.ui.autocomplete,{options:{messages:{noResults:"No search results.",results:function(t){return t+(t>1?" results are":" result is")+" available, use up and down arrow keys to navigate."}}},__response:function(e){var i;this._superApply(arguments),this.options.disabled||this.cancelSearch||(i=e&&e.length?this.options.messages.results(e.length):this.options.messages.noResults,this.liveRegion.children().hide(),t("
    ").text(i).appendTo(this.liveRegion))}}),t.ui.autocomplete;var g=/ui-corner-([a-z]){2,6}/g;t.widget("ui.controlgroup",{version:"1.12.1",defaultElement:"
    ",options:{direction:"horizontal",disabled:null,onlyVisible:!0,items:{button:"input[type=button], input[type=submit], input[type=reset], button, a",controlgroupLabel:".ui-controlgroup-label",checkboxradio:"input[type='checkbox'], input[type='radio']",selectmenu:"select",spinner:".ui-spinner-input"}},_create:function(){this._enhance()},_enhance:function(){this.element.attr("role","toolbar"),this.refresh()},_destroy:function(){this._callChildMethod("destroy"),this.childWidgets.removeData("ui-controlgroup-data"),this.element.removeAttr("role"),this.options.items.controlgroupLabel&&this.element.find(this.options.items.controlgroupLabel).find(".ui-controlgroup-label-contents").contents().unwrap()},_initWidgets:function(){var e=this,i=[];t.each(this.options.items,function(s,n){var o,a={};return n?"controlgroupLabel"===s?(o=e.element.find(n),o.each(function(){var e=t(this);e.children(".ui-controlgroup-label-contents").length||e.contents().wrapAll("")}),e._addClass(o,null,"ui-widget ui-widget-content ui-state-default"),i=i.concat(o.get()),void 0):(t.fn[s]&&(a=e["_"+s+"Options"]?e["_"+s+"Options"]("middle"):{classes:{}},e.element.find(n).each(function(){var n=t(this),o=n[s]("instance"),r=t.widget.extend({},a);if("button"!==s||!n.parent(".ui-spinner").length){o||(o=n[s]()[s]("instance")),o&&(r.classes=e._resolveClassesValues(r.classes,o)),n[s](r);var h=n[s]("widget");t.data(h[0],"ui-controlgroup-data",o?o:n[s]("instance")),i.push(h[0])}})),void 0):void 0}),this.childWidgets=t(t.unique(i)),this._addClass(this.childWidgets,"ui-controlgroup-item")},_callChildMethod:function(e){this.childWidgets.each(function(){var i=t(this),s=i.data("ui-controlgroup-data");s&&s[e]&&s[e]()})},_updateCornerClass:function(t,e){var i="ui-corner-top ui-corner-bottom ui-corner-left ui-corner-right ui-corner-all",s=this._buildSimpleOptions(e,"label").classes.label;this._removeClass(t,null,i),this._addClass(t,null,s)},_buildSimpleOptions:function(t,e){var i="vertical"===this.options.direction,s={classes:{}};return s.classes[e]={middle:"",first:"ui-corner-"+(i?"top":"left"),last:"ui-corner-"+(i?"bottom":"right"),only:"ui-corner-all"}[t],s},_spinnerOptions:function(t){var e=this._buildSimpleOptions(t,"ui-spinner");return e.classes["ui-spinner-up"]="",e.classes["ui-spinner-down"]="",e},_buttonOptions:function(t){return this._buildSimpleOptions(t,"ui-button")},_checkboxradioOptions:function(t){return this._buildSimpleOptions(t,"ui-checkboxradio-label")},_selectmenuOptions:function(t){var e="vertical"===this.options.direction;return{width:e?"auto":!1,classes:{middle:{"ui-selectmenu-button-open":"","ui-selectmenu-button-closed":""},first:{"ui-selectmenu-button-open":"ui-corner-"+(e?"top":"tl"),"ui-selectmenu-button-closed":"ui-corner-"+(e?"top":"left")},last:{"ui-selectmenu-button-open":e?"":"ui-corner-tr","ui-selectmenu-button-closed":"ui-corner-"+(e?"bottom":"right")},only:{"ui-selectmenu-button-open":"ui-corner-top","ui-selectmenu-button-closed":"ui-corner-all"}}[t]}},_resolveClassesValues:function(e,i){var s={};return t.each(e,function(n){var o=i.options.classes[n]||"";o=t.trim(o.replace(g,"")),s[n]=(o+" "+e[n]).replace(/\s+/g," ")}),s},_setOption:function(t,e){return"direction"===t&&this._removeClass("ui-controlgroup-"+this.options.direction),this._super(t,e),"disabled"===t?(this._callChildMethod(e?"disable":"enable"),void 0):(this.refresh(),void 0)},refresh:function(){var e,i=this;this._addClass("ui-controlgroup ui-controlgroup-"+this.options.direction),"horizontal"===this.options.direction&&this._addClass(null,"ui-helper-clearfix"),this._initWidgets(),e=this.childWidgets,this.options.onlyVisible&&(e=e.filter(":visible")),e.length&&(t.each(["first","last"],function(t,s){var n=e[s]().data("ui-controlgroup-data");if(n&&i["_"+n.widgetName+"Options"]){var o=i["_"+n.widgetName+"Options"](1===e.length?"only":s);o.classes=i._resolveClassesValues(o.classes,n),n.element[n.widgetName](o)}else i._updateCornerClass(e[s](),s)}),this._callChildMethod("refresh"))}}),t.widget("ui.checkboxradio",[t.ui.formResetMixin,{version:"1.12.1",options:{disabled:null,label:null,icon:!0,classes:{"ui-checkboxradio-label":"ui-corner-all","ui-checkboxradio-icon":"ui-corner-all"}},_getCreateOptions:function(){var e,i,s=this,n=this._super()||{};return this._readType(),i=this.element.labels(),this.label=t(i[i.length-1]),this.label.length||t.error("No label found for checkboxradio widget"),this.originalLabel="",this.label.contents().not(this.element[0]).each(function(){s.originalLabel+=3===this.nodeType?t(this).text():this.outerHTML}),this.originalLabel&&(n.label=this.originalLabel),e=this.element[0].disabled,null!=e&&(n.disabled=e),n},_create:function(){var t=this.element[0].checked;this._bindFormResetHandler(),null==this.options.disabled&&(this.options.disabled=this.element[0].disabled),this._setOption("disabled",this.options.disabled),this._addClass("ui-checkboxradio","ui-helper-hidden-accessible"),this._addClass(this.label,"ui-checkboxradio-label","ui-button ui-widget"),"radio"===this.type&&this._addClass(this.label,"ui-checkboxradio-radio-label"),this.options.label&&this.options.label!==this.originalLabel?this._updateLabel():this.originalLabel&&(this.options.label=this.originalLabel),this._enhance(),t&&(this._addClass(this.label,"ui-checkboxradio-checked","ui-state-active"),this.icon&&this._addClass(this.icon,null,"ui-state-hover")),this._on({change:"_toggleClasses",focus:function(){this._addClass(this.label,null,"ui-state-focus ui-visual-focus")},blur:function(){this._removeClass(this.label,null,"ui-state-focus ui-visual-focus")}})},_readType:function(){var e=this.element[0].nodeName.toLowerCase();this.type=this.element[0].type,"input"===e&&/radio|checkbox/.test(this.type)||t.error("Can't create checkboxradio on element.nodeName="+e+" and element.type="+this.type)},_enhance:function(){this._updateIcon(this.element[0].checked)},widget:function(){return this.label},_getRadioGroup:function(){var e,i=this.element[0].name,s="input[name='"+t.ui.escapeSelector(i)+"']";return i?(e=this.form.length?t(this.form[0].elements).filter(s):t(s).filter(function(){return 0===t(this).form().length}),e.not(this.element)):t([])},_toggleClasses:function(){var e=this.element[0].checked;this._toggleClass(this.label,"ui-checkboxradio-checked","ui-state-active",e),this.options.icon&&"checkbox"===this.type&&this._toggleClass(this.icon,null,"ui-icon-check ui-state-checked",e)._toggleClass(this.icon,null,"ui-icon-blank",!e),"radio"===this.type&&this._getRadioGroup().each(function(){var e=t(this).checkboxradio("instance");e&&e._removeClass(e.label,"ui-checkboxradio-checked","ui-state-active")})},_destroy:function(){this._unbindFormResetHandler(),this.icon&&(this.icon.remove(),this.iconSpace.remove())},_setOption:function(t,e){return"label"!==t||e?(this._super(t,e),"disabled"===t?(this._toggleClass(this.label,null,"ui-state-disabled",e),this.element[0].disabled=e,void 0):(this.refresh(),void 0)):void 0},_updateIcon:function(e){var i="ui-icon ui-icon-background ";this.options.icon?(this.icon||(this.icon=t(""),this.iconSpace=t(" "),this._addClass(this.iconSpace,"ui-checkboxradio-icon-space")),"checkbox"===this.type?(i+=e?"ui-icon-check ui-state-checked":"ui-icon-blank",this._removeClass(this.icon,null,e?"ui-icon-blank":"ui-icon-check")):i+="ui-icon-blank",this._addClass(this.icon,"ui-checkboxradio-icon",i),e||this._removeClass(this.icon,null,"ui-icon-check ui-state-checked"),this.icon.prependTo(this.label).after(this.iconSpace)):void 0!==this.icon&&(this.icon.remove(),this.iconSpace.remove(),delete this.icon)},_updateLabel:function(){var t=this.label.contents().not(this.element[0]);this.icon&&(t=t.not(this.icon[0])),this.iconSpace&&(t=t.not(this.iconSpace[0])),t.remove(),this.label.append(this.options.label)},refresh:function(){var t=this.element[0].checked,e=this.element[0].disabled;this._updateIcon(t),this._toggleClass(this.label,"ui-checkboxradio-checked","ui-state-active",t),null!==this.options.label&&this._updateLabel(),e!==this.options.disabled&&this._setOptions({disabled:e})}}]),t.ui.checkboxradio,t.widget("ui.button",{version:"1.12.1",defaultElement:"").addClass(this._triggerClass).html(o?t("").attr({src:o,alt:n,title:n}):n)),e[r?"before":"after"](i.trigger),i.trigger.on("click",function(){return t.datepicker._datepickerShowing&&t.datepicker._lastInput===e[0]?t.datepicker._hideDatepicker():t.datepicker._datepickerShowing&&t.datepicker._lastInput!==e[0]?(t.datepicker._hideDatepicker(),t.datepicker._showDatepicker(e[0])):t.datepicker._showDatepicker(e[0]),!1}))},_autoSize:function(t){if(this._get(t,"autoSize")&&!t.inline){var e,i,s,n,o=new Date(2009,11,20),a=this._get(t,"dateFormat");a.match(/[DM]/)&&(e=function(t){for(i=0,s=0,n=0;t.length>n;n++)t[n].length>i&&(i=t[n].length,s=n);return s},o.setMonth(e(this._get(t,a.match(/MM/)?"monthNames":"monthNamesShort"))),o.setDate(e(this._get(t,a.match(/DD/)?"dayNames":"dayNamesShort"))+20-o.getDay())),t.input.attr("size",this._formatDate(t,o).length)}},_inlineDatepicker:function(e,i){var s=t(e);s.hasClass(this.markerClassName)||(s.addClass(this.markerClassName).append(i.dpDiv),t.data(e,"datepicker",i),this._setDate(i,this._getDefaultDate(i),!0),this._updateDatepicker(i),this._updateAlternate(i),i.settings.disabled&&this._disableDatepicker(e),i.dpDiv.css("display","block"))},_dialogDatepicker:function(e,i,s,n,o){var r,h,l,c,u,d=this._dialogInst;return d||(this.uuid+=1,r="dp"+this.uuid,this._dialogInput=t(""),this._dialogInput.on("keydown",this._doKeyDown),t("body").append(this._dialogInput),d=this._dialogInst=this._newInst(this._dialogInput,!1),d.settings={},t.data(this._dialogInput[0],"datepicker",d)),a(d.settings,n||{}),i=i&&i.constructor===Date?this._formatDate(d,i):i,this._dialogInput.val(i),this._pos=o?o.length?o:[o.pageX,o.pageY]:null,this._pos||(h=document.documentElement.clientWidth,l=document.documentElement.clientHeight,c=document.documentElement.scrollLeft||document.body.scrollLeft,u=document.documentElement.scrollTop||document.body.scrollTop,this._pos=[h/2-100+c,l/2-150+u]),this._dialogInput.css("left",this._pos[0]+20+"px").css("top",this._pos[1]+"px"),d.settings.onSelect=s,this._inDialog=!0,this.dpDiv.addClass(this._dialogClass),this._showDatepicker(this._dialogInput[0]),t.blockUI&&t.blockUI(this.dpDiv),t.data(this._dialogInput[0],"datepicker",d),this},_destroyDatepicker:function(e){var i,s=t(e),n=t.data(e,"datepicker");s.hasClass(this.markerClassName)&&(i=e.nodeName.toLowerCase(),t.removeData(e,"datepicker"),"input"===i?(n.append.remove(),n.trigger.remove(),s.removeClass(this.markerClassName).off("focus",this._showDatepicker).off("keydown",this._doKeyDown).off("keypress",this._doKeyPress).off("keyup",this._doKeyUp)):("div"===i||"span"===i)&&s.removeClass(this.markerClassName).empty(),m===n&&(m=null))},_enableDatepicker:function(e){var i,s,n=t(e),o=t.data(e,"datepicker");n.hasClass(this.markerClassName)&&(i=e.nodeName.toLowerCase(),"input"===i?(e.disabled=!1,o.trigger.filter("button").each(function(){this.disabled=!1}).end().filter("img").css({opacity:"1.0",cursor:""})):("div"===i||"span"===i)&&(s=n.children("."+this._inlineClass),s.children().removeClass("ui-state-disabled"),s.find("select.ui-datepicker-month, select.ui-datepicker-year").prop("disabled",!1)),this._disabledInputs=t.map(this._disabledInputs,function(t){return t===e?null:t}))},_disableDatepicker:function(e){var i,s,n=t(e),o=t.data(e,"datepicker");n.hasClass(this.markerClassName)&&(i=e.nodeName.toLowerCase(),"input"===i?(e.disabled=!0,o.trigger.filter("button").each(function(){this.disabled=!0}).end().filter("img").css({opacity:"0.5",cursor:"default"})):("div"===i||"span"===i)&&(s=n.children("."+this._inlineClass),s.children().addClass("ui-state-disabled"),s.find("select.ui-datepicker-month, select.ui-datepicker-year").prop("disabled",!0)),this._disabledInputs=t.map(this._disabledInputs,function(t){return t===e?null:t}),this._disabledInputs[this._disabledInputs.length]=e)},_isDisabledDatepicker:function(t){if(!t)return!1;for(var e=0;this._disabledInputs.length>e;e++)if(this._disabledInputs[e]===t)return!0;return!1},_getInst:function(e){try{return t.data(e,"datepicker")}catch(i){throw"Missing instance data for this datepicker"}},_optionDatepicker:function(e,i,s){var n,o,r,h,l=this._getInst(e);return 2===arguments.length&&"string"==typeof i?"defaults"===i?t.extend({},t.datepicker._defaults):l?"all"===i?t.extend({},l.settings):this._get(l,i):null:(n=i||{},"string"==typeof i&&(n={},n[i]=s),l&&(this._curInst===l&&this._hideDatepicker(),o=this._getDateDatepicker(e,!0),r=this._getMinMaxDate(l,"min"),h=this._getMinMaxDate(l,"max"),a(l.settings,n),null!==r&&void 0!==n.dateFormat&&void 0===n.minDate&&(l.settings.minDate=this._formatDate(l,r)),null!==h&&void 0!==n.dateFormat&&void 0===n.maxDate&&(l.settings.maxDate=this._formatDate(l,h)),"disabled"in n&&(n.disabled?this._disableDatepicker(e):this._enableDatepicker(e)),this._attachments(t(e),l),this._autoSize(l),this._setDate(l,o),this._updateAlternate(l),this._updateDatepicker(l)),void 0)},_changeDatepicker:function(t,e,i){this._optionDatepicker(t,e,i)},_refreshDatepicker:function(t){var e=this._getInst(t);e&&this._updateDatepicker(e)},_setDateDatepicker:function(t,e){var i=this._getInst(t);i&&(this._setDate(i,e),this._updateDatepicker(i),this._updateAlternate(i))},_getDateDatepicker:function(t,e){var i=this._getInst(t);return i&&!i.inline&&this._setDateFromField(i,e),i?this._getDate(i):null},_doKeyDown:function(e){var i,s,n,o=t.datepicker._getInst(e.target),a=!0,r=o.dpDiv.is(".ui-datepicker-rtl");if(o._keyEvent=!0,t.datepicker._datepickerShowing)switch(e.keyCode){case 9:t.datepicker._hideDatepicker(),a=!1;break;case 13:return n=t("td."+t.datepicker._dayOverClass+":not(."+t.datepicker._currentClass+")",o.dpDiv),n[0]&&t.datepicker._selectDay(e.target,o.selectedMonth,o.selectedYear,n[0]),i=t.datepicker._get(o,"onSelect"),i?(s=t.datepicker._formatDate(o),i.apply(o.input?o.input[0]:null,[s,o])):t.datepicker._hideDatepicker(),!1;case 27:t.datepicker._hideDatepicker();break;case 33:t.datepicker._adjustDate(e.target,e.ctrlKey?-t.datepicker._get(o,"stepBigMonths"):-t.datepicker._get(o,"stepMonths"),"M");break;case 34:t.datepicker._adjustDate(e.target,e.ctrlKey?+t.datepicker._get(o,"stepBigMonths"):+t.datepicker._get(o,"stepMonths"),"M");break;case 35:(e.ctrlKey||e.metaKey)&&t.datepicker._clearDate(e.target),a=e.ctrlKey||e.metaKey;break;case 36:(e.ctrlKey||e.metaKey)&&t.datepicker._gotoToday(e.target),a=e.ctrlKey||e.metaKey;break;case 37:(e.ctrlKey||e.metaKey)&&t.datepicker._adjustDate(e.target,r?1:-1,"D"),a=e.ctrlKey||e.metaKey,e.originalEvent.altKey&&t.datepicker._adjustDate(e.target,e.ctrlKey?-t.datepicker._get(o,"stepBigMonths"):-t.datepicker._get(o,"stepMonths"),"M");break;case 38:(e.ctrlKey||e.metaKey)&&t.datepicker._adjustDate(e.target,-7,"D"),a=e.ctrlKey||e.metaKey;break;case 39:(e.ctrlKey||e.metaKey)&&t.datepicker._adjustDate(e.target,r?-1:1,"D"),a=e.ctrlKey||e.metaKey,e.originalEvent.altKey&&t.datepicker._adjustDate(e.target,e.ctrlKey?+t.datepicker._get(o,"stepBigMonths"):+t.datepicker._get(o,"stepMonths"),"M");break;case 40:(e.ctrlKey||e.metaKey)&&t.datepicker._adjustDate(e.target,7,"D"),a=e.ctrlKey||e.metaKey;break;default:a=!1}else 36===e.keyCode&&e.ctrlKey?t.datepicker._showDatepicker(this):a=!1;a&&(e.preventDefault(),e.stopPropagation())},_doKeyPress:function(e){var i,s,n=t.datepicker._getInst(e.target);return t.datepicker._get(n,"constrainInput")?(i=t.datepicker._possibleChars(t.datepicker._get(n,"dateFormat")),s=String.fromCharCode(null==e.charCode?e.keyCode:e.charCode),e.ctrlKey||e.metaKey||" ">s||!i||i.indexOf(s)>-1):void 0},_doKeyUp:function(e){var i,s=t.datepicker._getInst(e.target);if(s.input.val()!==s.lastVal)try{i=t.datepicker.parseDate(t.datepicker._get(s,"dateFormat"),s.input?s.input.val():null,t.datepicker._getFormatConfig(s)),i&&(t.datepicker._setDateFromField(s),t.datepicker._updateAlternate(s),t.datepicker._updateDatepicker(s))}catch(n){}return!0},_showDatepicker:function(e){if(e=e.target||e,"input"!==e.nodeName.toLowerCase()&&(e=t("input",e.parentNode)[0]),!t.datepicker._isDisabledDatepicker(e)&&t.datepicker._lastInput!==e){var s,n,o,r,h,l,c;s=t.datepicker._getInst(e),t.datepicker._curInst&&t.datepicker._curInst!==s&&(t.datepicker._curInst.dpDiv.stop(!0,!0),s&&t.datepicker._datepickerShowing&&t.datepicker._hideDatepicker(t.datepicker._curInst.input[0])),n=t.datepicker._get(s,"beforeShow"),o=n?n.apply(e,[e,s]):{},o!==!1&&(a(s.settings,o),s.lastVal=null,t.datepicker._lastInput=e,t.datepicker._setDateFromField(s),t.datepicker._inDialog&&(e.value=""),t.datepicker._pos||(t.datepicker._pos=t.datepicker._findPos(e),t.datepicker._pos[1]+=e.offsetHeight),r=!1,t(e).parents().each(function(){return r|="fixed"===t(this).css("position"),!r}),h={left:t.datepicker._pos[0],top:t.datepicker._pos[1]},t.datepicker._pos=null,s.dpDiv.empty(),s.dpDiv.css({position:"absolute",display:"block",top:"-1000px"}),t.datepicker._updateDatepicker(s),h=t.datepicker._checkOffset(s,h,r),s.dpDiv.css({position:t.datepicker._inDialog&&t.blockUI?"static":r?"fixed":"absolute",display:"none",left:h.left+"px",top:h.top+"px"}),s.inline||(l=t.datepicker._get(s,"showAnim"),c=t.datepicker._get(s,"duration"),s.dpDiv.css("z-index",i(t(e))+1),t.datepicker._datepickerShowing=!0,t.effects&&t.effects.effect[l]?s.dpDiv.show(l,t.datepicker._get(s,"showOptions"),c):s.dpDiv[l||"show"](l?c:null),t.datepicker._shouldFocusInput(s)&&s.input.trigger("focus"),t.datepicker._curInst=s)) +}},_updateDatepicker:function(e){this.maxRows=4,m=e,e.dpDiv.empty().append(this._generateHTML(e)),this._attachHandlers(e);var i,s=this._getNumberOfMonths(e),n=s[1],a=17,r=e.dpDiv.find("."+this._dayOverClass+" a");r.length>0&&o.apply(r.get(0)),e.dpDiv.removeClass("ui-datepicker-multi-2 ui-datepicker-multi-3 ui-datepicker-multi-4").width(""),n>1&&e.dpDiv.addClass("ui-datepicker-multi-"+n).css("width",a*n+"em"),e.dpDiv[(1!==s[0]||1!==s[1]?"add":"remove")+"Class"]("ui-datepicker-multi"),e.dpDiv[(this._get(e,"isRTL")?"add":"remove")+"Class"]("ui-datepicker-rtl"),e===t.datepicker._curInst&&t.datepicker._datepickerShowing&&t.datepicker._shouldFocusInput(e)&&e.input.trigger("focus"),e.yearshtml&&(i=e.yearshtml,setTimeout(function(){i===e.yearshtml&&e.yearshtml&&e.dpDiv.find("select.ui-datepicker-year:first").replaceWith(e.yearshtml),i=e.yearshtml=null},0))},_shouldFocusInput:function(t){return t.input&&t.input.is(":visible")&&!t.input.is(":disabled")&&!t.input.is(":focus")},_checkOffset:function(e,i,s){var n=e.dpDiv.outerWidth(),o=e.dpDiv.outerHeight(),a=e.input?e.input.outerWidth():0,r=e.input?e.input.outerHeight():0,h=document.documentElement.clientWidth+(s?0:t(document).scrollLeft()),l=document.documentElement.clientHeight+(s?0:t(document).scrollTop());return i.left-=this._get(e,"isRTL")?n-a:0,i.left-=s&&i.left===e.input.offset().left?t(document).scrollLeft():0,i.top-=s&&i.top===e.input.offset().top+r?t(document).scrollTop():0,i.left-=Math.min(i.left,i.left+n>h&&h>n?Math.abs(i.left+n-h):0),i.top-=Math.min(i.top,i.top+o>l&&l>o?Math.abs(o+r):0),i},_findPos:function(e){for(var i,s=this._getInst(e),n=this._get(s,"isRTL");e&&("hidden"===e.type||1!==e.nodeType||t.expr.filters.hidden(e));)e=e[n?"previousSibling":"nextSibling"];return i=t(e).offset(),[i.left,i.top]},_hideDatepicker:function(e){var i,s,n,o,a=this._curInst;!a||e&&a!==t.data(e,"datepicker")||this._datepickerShowing&&(i=this._get(a,"showAnim"),s=this._get(a,"duration"),n=function(){t.datepicker._tidyDialog(a)},t.effects&&(t.effects.effect[i]||t.effects[i])?a.dpDiv.hide(i,t.datepicker._get(a,"showOptions"),s,n):a.dpDiv["slideDown"===i?"slideUp":"fadeIn"===i?"fadeOut":"hide"](i?s:null,n),i||n(),this._datepickerShowing=!1,o=this._get(a,"onClose"),o&&o.apply(a.input?a.input[0]:null,[a.input?a.input.val():"",a]),this._lastInput=null,this._inDialog&&(this._dialogInput.css({position:"absolute",left:"0",top:"-100px"}),t.blockUI&&(t.unblockUI(),t("body").append(this.dpDiv))),this._inDialog=!1)},_tidyDialog:function(t){t.dpDiv.removeClass(this._dialogClass).off(".ui-datepicker-calendar")},_checkExternalClick:function(e){if(t.datepicker._curInst){var i=t(e.target),s=t.datepicker._getInst(i[0]);(i[0].id!==t.datepicker._mainDivId&&0===i.parents("#"+t.datepicker._mainDivId).length&&!i.hasClass(t.datepicker.markerClassName)&&!i.closest("."+t.datepicker._triggerClass).length&&t.datepicker._datepickerShowing&&(!t.datepicker._inDialog||!t.blockUI)||i.hasClass(t.datepicker.markerClassName)&&t.datepicker._curInst!==s)&&t.datepicker._hideDatepicker()}},_adjustDate:function(e,i,s){var n=t(e),o=this._getInst(n[0]);this._isDisabledDatepicker(n[0])||(this._adjustInstDate(o,i+("M"===s?this._get(o,"showCurrentAtPos"):0),s),this._updateDatepicker(o))},_gotoToday:function(e){var i,s=t(e),n=this._getInst(s[0]);this._get(n,"gotoCurrent")&&n.currentDay?(n.selectedDay=n.currentDay,n.drawMonth=n.selectedMonth=n.currentMonth,n.drawYear=n.selectedYear=n.currentYear):(i=new Date,n.selectedDay=i.getDate(),n.drawMonth=n.selectedMonth=i.getMonth(),n.drawYear=n.selectedYear=i.getFullYear()),this._notifyChange(n),this._adjustDate(s)},_selectMonthYear:function(e,i,s){var n=t(e),o=this._getInst(n[0]);o["selected"+("M"===s?"Month":"Year")]=o["draw"+("M"===s?"Month":"Year")]=parseInt(i.options[i.selectedIndex].value,10),this._notifyChange(o),this._adjustDate(n)},_selectDay:function(e,i,s,n){var o,a=t(e);t(n).hasClass(this._unselectableClass)||this._isDisabledDatepicker(a[0])||(o=this._getInst(a[0]),o.selectedDay=o.currentDay=t("a",n).html(),o.selectedMonth=o.currentMonth=i,o.selectedYear=o.currentYear=s,this._selectDate(e,this._formatDate(o,o.currentDay,o.currentMonth,o.currentYear)))},_clearDate:function(e){var i=t(e);this._selectDate(i,"")},_selectDate:function(e,i){var s,n=t(e),o=this._getInst(n[0]);i=null!=i?i:this._formatDate(o),o.input&&o.input.val(i),this._updateAlternate(o),s=this._get(o,"onSelect"),s?s.apply(o.input?o.input[0]:null,[i,o]):o.input&&o.input.trigger("change"),o.inline?this._updateDatepicker(o):(this._hideDatepicker(),this._lastInput=o.input[0],"object"!=typeof o.input[0]&&o.input.trigger("focus"),this._lastInput=null)},_updateAlternate:function(e){var i,s,n,o=this._get(e,"altField");o&&(i=this._get(e,"altFormat")||this._get(e,"dateFormat"),s=this._getDate(e),n=this.formatDate(i,s,this._getFormatConfig(e)),t(o).val(n))},noWeekends:function(t){var e=t.getDay();return[e>0&&6>e,""]},iso8601Week:function(t){var e,i=new Date(t.getTime());return i.setDate(i.getDate()+4-(i.getDay()||7)),e=i.getTime(),i.setMonth(0),i.setDate(1),Math.floor(Math.round((e-i)/864e5)/7)+1},parseDate:function(e,i,s){if(null==e||null==i)throw"Invalid arguments";if(i="object"==typeof i?""+i:i+"",""===i)return null;var n,o,a,r,h=0,l=(s?s.shortYearCutoff:null)||this._defaults.shortYearCutoff,c="string"!=typeof l?l:(new Date).getFullYear()%100+parseInt(l,10),u=(s?s.dayNamesShort:null)||this._defaults.dayNamesShort,d=(s?s.dayNames:null)||this._defaults.dayNames,p=(s?s.monthNamesShort:null)||this._defaults.monthNamesShort,f=(s?s.monthNames:null)||this._defaults.monthNames,g=-1,m=-1,_=-1,v=-1,b=!1,y=function(t){var i=e.length>n+1&&e.charAt(n+1)===t;return i&&n++,i},w=function(t){var e=y(t),s="@"===t?14:"!"===t?20:"y"===t&&e?4:"o"===t?3:2,n="y"===t?s:1,o=RegExp("^\\d{"+n+","+s+"}"),a=i.substring(h).match(o);if(!a)throw"Missing number at position "+h;return h+=a[0].length,parseInt(a[0],10)},k=function(e,s,n){var o=-1,a=t.map(y(e)?n:s,function(t,e){return[[e,t]]}).sort(function(t,e){return-(t[1].length-e[1].length)});if(t.each(a,function(t,e){var s=e[1];return i.substr(h,s.length).toLowerCase()===s.toLowerCase()?(o=e[0],h+=s.length,!1):void 0}),-1!==o)return o+1;throw"Unknown name at position "+h},x=function(){if(i.charAt(h)!==e.charAt(n))throw"Unexpected literal at position "+h;h++};for(n=0;e.length>n;n++)if(b)"'"!==e.charAt(n)||y("'")?x():b=!1;else switch(e.charAt(n)){case"d":_=w("d");break;case"D":k("D",u,d);break;case"o":v=w("o");break;case"m":m=w("m");break;case"M":m=k("M",p,f);break;case"y":g=w("y");break;case"@":r=new Date(w("@")),g=r.getFullYear(),m=r.getMonth()+1,_=r.getDate();break;case"!":r=new Date((w("!")-this._ticksTo1970)/1e4),g=r.getFullYear(),m=r.getMonth()+1,_=r.getDate();break;case"'":y("'")?x():b=!0;break;default:x()}if(i.length>h&&(a=i.substr(h),!/^\s+/.test(a)))throw"Extra/unparsed characters found in date: "+a;if(-1===g?g=(new Date).getFullYear():100>g&&(g+=(new Date).getFullYear()-(new Date).getFullYear()%100+(c>=g?0:-100)),v>-1)for(m=1,_=v;;){if(o=this._getDaysInMonth(g,m-1),o>=_)break;m++,_-=o}if(r=this._daylightSavingAdjust(new Date(g,m-1,_)),r.getFullYear()!==g||r.getMonth()+1!==m||r.getDate()!==_)throw"Invalid date";return r},ATOM:"yy-mm-dd",COOKIE:"D, dd M yy",ISO_8601:"yy-mm-dd",RFC_822:"D, d M y",RFC_850:"DD, dd-M-y",RFC_1036:"D, d M y",RFC_1123:"D, d M yy",RFC_2822:"D, d M yy",RSS:"D, d M y",TICKS:"!",TIMESTAMP:"@",W3C:"yy-mm-dd",_ticksTo1970:1e7*60*60*24*(718685+Math.floor(492.5)-Math.floor(19.7)+Math.floor(4.925)),formatDate:function(t,e,i){if(!e)return"";var s,n=(i?i.dayNamesShort:null)||this._defaults.dayNamesShort,o=(i?i.dayNames:null)||this._defaults.dayNames,a=(i?i.monthNamesShort:null)||this._defaults.monthNamesShort,r=(i?i.monthNames:null)||this._defaults.monthNames,h=function(e){var i=t.length>s+1&&t.charAt(s+1)===e;return i&&s++,i},l=function(t,e,i){var s=""+e;if(h(t))for(;i>s.length;)s="0"+s;return s},c=function(t,e,i,s){return h(t)?s[e]:i[e]},u="",d=!1;if(e)for(s=0;t.length>s;s++)if(d)"'"!==t.charAt(s)||h("'")?u+=t.charAt(s):d=!1;else switch(t.charAt(s)){case"d":u+=l("d",e.getDate(),2);break;case"D":u+=c("D",e.getDay(),n,o);break;case"o":u+=l("o",Math.round((new Date(e.getFullYear(),e.getMonth(),e.getDate()).getTime()-new Date(e.getFullYear(),0,0).getTime())/864e5),3);break;case"m":u+=l("m",e.getMonth()+1,2);break;case"M":u+=c("M",e.getMonth(),a,r);break;case"y":u+=h("y")?e.getFullYear():(10>e.getFullYear()%100?"0":"")+e.getFullYear()%100;break;case"@":u+=e.getTime();break;case"!":u+=1e4*e.getTime()+this._ticksTo1970;break;case"'":h("'")?u+="'":d=!0;break;default:u+=t.charAt(s)}return u},_possibleChars:function(t){var e,i="",s=!1,n=function(i){var s=t.length>e+1&&t.charAt(e+1)===i;return s&&e++,s};for(e=0;t.length>e;e++)if(s)"'"!==t.charAt(e)||n("'")?i+=t.charAt(e):s=!1;else switch(t.charAt(e)){case"d":case"m":case"y":case"@":i+="0123456789";break;case"D":case"M":return null;case"'":n("'")?i+="'":s=!0;break;default:i+=t.charAt(e)}return i},_get:function(t,e){return void 0!==t.settings[e]?t.settings[e]:this._defaults[e]},_setDateFromField:function(t,e){if(t.input.val()!==t.lastVal){var i=this._get(t,"dateFormat"),s=t.lastVal=t.input?t.input.val():null,n=this._getDefaultDate(t),o=n,a=this._getFormatConfig(t);try{o=this.parseDate(i,s,a)||n}catch(r){s=e?"":s}t.selectedDay=o.getDate(),t.drawMonth=t.selectedMonth=o.getMonth(),t.drawYear=t.selectedYear=o.getFullYear(),t.currentDay=s?o.getDate():0,t.currentMonth=s?o.getMonth():0,t.currentYear=s?o.getFullYear():0,this._adjustInstDate(t)}},_getDefaultDate:function(t){return this._restrictMinMax(t,this._determineDate(t,this._get(t,"defaultDate"),new Date))},_determineDate:function(e,i,s){var n=function(t){var e=new Date;return e.setDate(e.getDate()+t),e},o=function(i){try{return t.datepicker.parseDate(t.datepicker._get(e,"dateFormat"),i,t.datepicker._getFormatConfig(e))}catch(s){}for(var n=(i.toLowerCase().match(/^c/)?t.datepicker._getDate(e):null)||new Date,o=n.getFullYear(),a=n.getMonth(),r=n.getDate(),h=/([+\-]?[0-9]+)\s*(d|D|w|W|m|M|y|Y)?/g,l=h.exec(i);l;){switch(l[2]||"d"){case"d":case"D":r+=parseInt(l[1],10);break;case"w":case"W":r+=7*parseInt(l[1],10);break;case"m":case"M":a+=parseInt(l[1],10),r=Math.min(r,t.datepicker._getDaysInMonth(o,a));break;case"y":case"Y":o+=parseInt(l[1],10),r=Math.min(r,t.datepicker._getDaysInMonth(o,a))}l=h.exec(i)}return new Date(o,a,r)},a=null==i||""===i?s:"string"==typeof i?o(i):"number"==typeof i?isNaN(i)?s:n(i):new Date(i.getTime());return a=a&&"Invalid Date"==""+a?s:a,a&&(a.setHours(0),a.setMinutes(0),a.setSeconds(0),a.setMilliseconds(0)),this._daylightSavingAdjust(a)},_daylightSavingAdjust:function(t){return t?(t.setHours(t.getHours()>12?t.getHours()+2:0),t):null},_setDate:function(t,e,i){var s=!e,n=t.selectedMonth,o=t.selectedYear,a=this._restrictMinMax(t,this._determineDate(t,e,new Date));t.selectedDay=t.currentDay=a.getDate(),t.drawMonth=t.selectedMonth=t.currentMonth=a.getMonth(),t.drawYear=t.selectedYear=t.currentYear=a.getFullYear(),n===t.selectedMonth&&o===t.selectedYear||i||this._notifyChange(t),this._adjustInstDate(t),t.input&&t.input.val(s?"":this._formatDate(t))},_getDate:function(t){var e=!t.currentYear||t.input&&""===t.input.val()?null:this._daylightSavingAdjust(new Date(t.currentYear,t.currentMonth,t.currentDay));return e},_attachHandlers:function(e){var i=this._get(e,"stepMonths"),s="#"+e.id.replace(/\\\\/g,"\\");e.dpDiv.find("[data-handler]").map(function(){var e={prev:function(){t.datepicker._adjustDate(s,-i,"M")},next:function(){t.datepicker._adjustDate(s,+i,"M")},hide:function(){t.datepicker._hideDatepicker()},today:function(){t.datepicker._gotoToday(s)},selectDay:function(){return t.datepicker._selectDay(s,+this.getAttribute("data-month"),+this.getAttribute("data-year"),this),!1},selectMonth:function(){return t.datepicker._selectMonthYear(s,this,"M"),!1},selectYear:function(){return t.datepicker._selectMonthYear(s,this,"Y"),!1}};t(this).on(this.getAttribute("data-event"),e[this.getAttribute("data-handler")])})},_generateHTML:function(t){var e,i,s,n,o,a,r,h,l,c,u,d,p,f,g,m,_,v,b,y,w,k,x,C,D,I,T,P,M,S,H,z,O,A,N,W,E,F,L,R=new Date,B=this._daylightSavingAdjust(new Date(R.getFullYear(),R.getMonth(),R.getDate())),Y=this._get(t,"isRTL"),j=this._get(t,"showButtonPanel"),q=this._get(t,"hideIfNoPrevNext"),K=this._get(t,"navigationAsDateFormat"),U=this._getNumberOfMonths(t),V=this._get(t,"showCurrentAtPos"),$=this._get(t,"stepMonths"),X=1!==U[0]||1!==U[1],G=this._daylightSavingAdjust(t.currentDay?new Date(t.currentYear,t.currentMonth,t.currentDay):new Date(9999,9,9)),Q=this._getMinMaxDate(t,"min"),J=this._getMinMaxDate(t,"max"),Z=t.drawMonth-V,te=t.drawYear;if(0>Z&&(Z+=12,te--),J)for(e=this._daylightSavingAdjust(new Date(J.getFullYear(),J.getMonth()-U[0]*U[1]+1,J.getDate())),e=Q&&Q>e?Q:e;this._daylightSavingAdjust(new Date(te,Z,1))>e;)Z--,0>Z&&(Z=11,te--);for(t.drawMonth=Z,t.drawYear=te,i=this._get(t,"prevText"),i=K?this.formatDate(i,this._daylightSavingAdjust(new Date(te,Z-$,1)),this._getFormatConfig(t)):i,s=this._canAdjustMonth(t,-1,te,Z)?""+i+"":q?"":""+i+"",n=this._get(t,"nextText"),n=K?this.formatDate(n,this._daylightSavingAdjust(new Date(te,Z+$,1)),this._getFormatConfig(t)):n,o=this._canAdjustMonth(t,1,te,Z)?""+n+"":q?"":""+n+"",a=this._get(t,"currentText"),r=this._get(t,"gotoCurrent")&&t.currentDay?G:B,a=K?this.formatDate(a,r,this._getFormatConfig(t)):a,h=t.inline?"":"",l=j?"
    "+(Y?h:"")+(this._isInRange(t,r)?"":"")+(Y?"":h)+"
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    "+(/all|left/.test(I)&&0===k?Y?o:s:"")+(/all|right/.test(I)&&0===k?Y?s:o:"")+this._generateMonthYearHeader(t,Z,te,Q,J,k>0||C>0,f,g)+"
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    "+this._get(t,"calculateWeek")(A)+""+(F&&!_?" ":L?""+A.getDate()+"":""+A.getDate()+"")+"
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    "+(U[0]>0&&C===U[1]-1?"
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    "},_adjustInstDate:function(t,e,i){var s=t.selectedYear+("Y"===i?e:0),n=t.selectedMonth+("M"===i?e:0),o=Math.min(t.selectedDay,this._getDaysInMonth(s,n))+("D"===i?e:0),a=this._restrictMinMax(t,this._daylightSavingAdjust(new Date(s,n,o)));t.selectedDay=a.getDate(),t.drawMonth=t.selectedMonth=a.getMonth(),t.drawYear=t.selectedYear=a.getFullYear(),("M"===i||"Y"===i)&&this._notifyChange(t)},_restrictMinMax:function(t,e){var i=this._getMinMaxDate(t,"min"),s=this._getMinMaxDate(t,"max"),n=i&&i>e?i:e;return s&&n>s?s:n},_notifyChange:function(t){var e=this._get(t,"onChangeMonthYear");e&&e.apply(t.input?t.input[0]:null,[t.selectedYear,t.selectedMonth+1,t])},_getNumberOfMonths:function(t){var e=this._get(t,"numberOfMonths");return null==e?[1,1]:"number"==typeof e?[1,e]:e},_getMinMaxDate:function(t,e){return this._determineDate(t,this._get(t,e+"Date"),null)},_getDaysInMonth:function(t,e){return 32-this._daylightSavingAdjust(new Date(t,e,32)).getDate()},_getFirstDayOfMonth:function(t,e){return new Date(t,e,1).getDay()},_canAdjustMonth:function(t,e,i,s){var n=this._getNumberOfMonths(t),o=this._daylightSavingAdjust(new Date(i,s+(0>e?e:n[0]*n[1]),1));return 0>e&&o.setDate(this._getDaysInMonth(o.getFullYear(),o.getMonth())),this._isInRange(t,o)},_isInRange:function(t,e){var i,s,n=this._getMinMaxDate(t,"min"),o=this._getMinMaxDate(t,"max"),a=null,r=null,h=this._get(t,"yearRange");return h&&(i=h.split(":"),s=(new Date).getFullYear(),a=parseInt(i[0],10),r=parseInt(i[1],10),i[0].match(/[+\-].*/)&&(a+=s),i[1].match(/[+\-].*/)&&(r+=s)),(!n||e.getTime()>=n.getTime())&&(!o||e.getTime()<=o.getTime())&&(!a||e.getFullYear()>=a)&&(!r||r>=e.getFullYear())},_getFormatConfig:function(t){var e=this._get(t,"shortYearCutoff");return e="string"!=typeof e?e:(new Date).getFullYear()%100+parseInt(e,10),{shortYearCutoff:e,dayNamesShort:this._get(t,"dayNamesShort"),dayNames:this._get(t,"dayNames"),monthNamesShort:this._get(t,"monthNamesShort"),monthNames:this._get(t,"monthNames")}},_formatDate:function(t,e,i,s){e||(t.currentDay=t.selectedDay,t.currentMonth=t.selectedMonth,t.currentYear=t.selectedYear);var n=e?"object"==typeof e?e:this._daylightSavingAdjust(new Date(s,i,e)):this._daylightSavingAdjust(new Date(t.currentYear,t.currentMonth,t.currentDay));return this.formatDate(this._get(t,"dateFormat"),n,this._getFormatConfig(t))}}),t.fn.datepicker=function(e){if(!this.length)return this;t.datepicker.initialized||(t(document).on("mousedown",t.datepicker._checkExternalClick),t.datepicker.initialized=!0),0===t("#"+t.datepicker._mainDivId).length&&t("body").append(t.datepicker.dpDiv);var i=Array.prototype.slice.call(arguments,1);return"string"!=typeof e||"isDisabled"!==e&&"getDate"!==e&&"widget"!==e?"option"===e&&2===arguments.length&&"string"==typeof arguments[1]?t.datepicker["_"+e+"Datepicker"].apply(t.datepicker,[this[0]].concat(i)):this.each(function(){"string"==typeof e?t.datepicker["_"+e+"Datepicker"].apply(t.datepicker,[this].concat(i)):t.datepicker._attachDatepicker(this,e)}):t.datepicker["_"+e+"Datepicker"].apply(t.datepicker,[this[0]].concat(i))},t.datepicker=new s,t.datepicker.initialized=!1,t.datepicker.uuid=(new Date).getTime(),t.datepicker.version="1.12.1",t.datepicker,t.ui.ie=!!/msie [\w.]+/.exec(navigator.userAgent.toLowerCase());var _=!1;t(document).on("mouseup",function(){_=!1}),t.widget("ui.mouse",{version:"1.12.1",options:{cancel:"input, textarea, button, select, option",distance:1,delay:0},_mouseInit:function(){var e=this;this.element.on("mousedown."+this.widgetName,function(t){return e._mouseDown(t)}).on("click."+this.widgetName,function(i){return!0===t.data(i.target,e.widgetName+".preventClickEvent")?(t.removeData(i.target,e.widgetName+".preventClickEvent"),i.stopImmediatePropagation(),!1):void 0}),this.started=!1},_mouseDestroy:function(){this.element.off("."+this.widgetName),this._mouseMoveDelegate&&this.document.off("mousemove."+this.widgetName,this._mouseMoveDelegate).off("mouseup."+this.widgetName,this._mouseUpDelegate)},_mouseDown:function(e){if(!_){this._mouseMoved=!1,this._mouseStarted&&this._mouseUp(e),this._mouseDownEvent=e;var i=this,s=1===e.which,n="string"==typeof this.options.cancel&&e.target.nodeName?t(e.target).closest(this.options.cancel).length:!1;return s&&!n&&this._mouseCapture(e)?(this.mouseDelayMet=!this.options.delay,this.mouseDelayMet||(this._mouseDelayTimer=setTimeout(function(){i.mouseDelayMet=!0},this.options.delay)),this._mouseDistanceMet(e)&&this._mouseDelayMet(e)&&(this._mouseStarted=this._mouseStart(e)!==!1,!this._mouseStarted)?(e.preventDefault(),!0):(!0===t.data(e.target,this.widgetName+".preventClickEvent")&&t.removeData(e.target,this.widgetName+".preventClickEvent"),this._mouseMoveDelegate=function(t){return i._mouseMove(t)},this._mouseUpDelegate=function(t){return i._mouseUp(t)},this.document.on("mousemove."+this.widgetName,this._mouseMoveDelegate).on("mouseup."+this.widgetName,this._mouseUpDelegate),e.preventDefault(),_=!0,!0)):!0}},_mouseMove:function(e){if(this._mouseMoved){if(t.ui.ie&&(!document.documentMode||9>document.documentMode)&&!e.button)return this._mouseUp(e);if(!e.which)if(e.originalEvent.altKey||e.originalEvent.ctrlKey||e.originalEvent.metaKey||e.originalEvent.shiftKey)this.ignoreMissingWhich=!0;else if(!this.ignoreMissingWhich)return this._mouseUp(e)}return(e.which||e.button)&&(this._mouseMoved=!0),this._mouseStarted?(this._mouseDrag(e),e.preventDefault()):(this._mouseDistanceMet(e)&&this._mouseDelayMet(e)&&(this._mouseStarted=this._mouseStart(this._mouseDownEvent,e)!==!1,this._mouseStarted?this._mouseDrag(e):this._mouseUp(e)),!this._mouseStarted)},_mouseUp:function(e){this.document.off("mousemove."+this.widgetName,this._mouseMoveDelegate).off("mouseup."+this.widgetName,this._mouseUpDelegate),this._mouseStarted&&(this._mouseStarted=!1,e.target===this._mouseDownEvent.target&&t.data(e.target,this.widgetName+".preventClickEvent",!0),this._mouseStop(e)),this._mouseDelayTimer&&(clearTimeout(this._mouseDelayTimer),delete this._mouseDelayTimer),this.ignoreMissingWhich=!1,_=!1,e.preventDefault()},_mouseDistanceMet:function(t){return Math.max(Math.abs(this._mouseDownEvent.pageX-t.pageX),Math.abs(this._mouseDownEvent.pageY-t.pageY))>=this.options.distance},_mouseDelayMet:function(){return this.mouseDelayMet},_mouseStart:function(){},_mouseDrag:function(){},_mouseStop:function(){},_mouseCapture:function(){return!0}}),t.ui.plugin={add:function(e,i,s){var n,o=t.ui[e].prototype;for(n in s)o.plugins[n]=o.plugins[n]||[],o.plugins[n].push([i,s[n]])},call:function(t,e,i,s){var n,o=t.plugins[e];if(o&&(s||t.element[0].parentNode&&11!==t.element[0].parentNode.nodeType))for(n=0;o.length>n;n++)t.options[o[n][0]]&&o[n][1].apply(t.element,i)}},t.ui.safeBlur=function(e){e&&"body"!==e.nodeName.toLowerCase()&&t(e).trigger("blur")},t.widget("ui.draggable",t.ui.mouse,{version:"1.12.1",widgetEventPrefix:"drag",options:{addClasses:!0,appendTo:"parent",axis:!1,connectToSortable:!1,containment:!1,cursor:"auto",cursorAt:!1,grid:!1,handle:!1,helper:"original",iframeFix:!1,opacity:!1,refreshPositions:!1,revert:!1,revertDuration:500,scope:"default",scroll:!0,scrollSensitivity:20,scrollSpeed:20,snap:!1,snapMode:"both",snapTolerance:20,stack:!1,zIndex:!1,drag:null,start:null,stop:null},_create:function(){"original"===this.options.helper&&this._setPositionRelative(),this.options.addClasses&&this._addClass("ui-draggable"),this._setHandleClassName(),this._mouseInit()},_setOption:function(t,e){this._super(t,e),"handle"===t&&(this._removeHandleClassName(),this._setHandleClassName())},_destroy:function(){return(this.helper||this.element).is(".ui-draggable-dragging")?(this.destroyOnClear=!0,void 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this.helper=this._createHelper(e),this._addClass(this.helper,"ui-draggable-dragging"),this._cacheHelperProportions(),t.ui.ddmanager&&(t.ui.ddmanager.current=this),this._cacheMargins(),this.cssPosition=this.helper.css("position"),this.scrollParent=this.helper.scrollParent(!0),this.offsetParent=this.helper.offsetParent(),this.hasFixedAncestor=this.helper.parents().filter(function(){return"fixed"===t(this).css("position")}).length>0,this.positionAbs=this.element.offset(),this._refreshOffsets(e),this.originalPosition=this.position=this._generatePosition(e,!1),this.originalPageX=e.pageX,this.originalPageY=e.pageY,i.cursorAt&&this._adjustOffsetFromHelper(i.cursorAt),this._setContainment(),this._trigger("start",e)===!1?(this._clear(),!1):(this._cacheHelperProportions(),t.ui.ddmanager&&!i.dropBehaviour&&t.ui.ddmanager.prepareOffsets(this,e),this._mouseDrag(e,!0),t.ui.ddmanager&&t.ui.ddmanager.dragStart(this,e),!0)},_refreshOffsets:function(t){this.offset={top:this.positionAbs.top-this.margins.top,left:this.positionAbs.left-this.margins.left,scroll:!1,parent:this._getParentOffset(),relative:this._getRelativeOffset()},this.offset.click={left:t.pageX-this.offset.left,top:t.pageY-this.offset.top}},_mouseDrag:function(e,i){if(this.hasFixedAncestor&&(this.offset.parent=this._getParentOffset()),this.position=this._generatePosition(e,!0),this.positionAbs=this._convertPositionTo("absolute"),!i){var 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this._unblockFrames(),t.ui.ddmanager&&t.ui.ddmanager.dragStop(this,e),this.handleElement.is(e.target)&&this.element.trigger("focus"),t.ui.mouse.prototype._mouseUp.call(this,e)},cancel:function(){return this.helper.is(".ui-draggable-dragging")?this._mouseUp(new t.Event("mouseup",{target:this.element[0]})):this._clear(),this},_getHandle:function(e){return this.options.handle?!!t(e.target).closest(this.element.find(this.options.handle)).length:!0},_setHandleClassName:function(){this.handleElement=this.options.handle?this.element.find(this.options.handle):this.element,this._addClass(this.handleElement,"ui-draggable-handle")},_removeHandleClassName:function(){this._removeClass(this.handleElement,"ui-draggable-handle")},_createHelper:function(e){var i=this.options,s=t.isFunction(i.helper),n=s?t(i.helper.apply(this.element[0],[e])):"clone"===i.helper?this.element.clone().removeAttr("id"):this.element;return n.parents("body").length||n.appendTo("parent"===i.appendTo?this.element[0].parentNode:i.appendTo),s&&n[0]===this.element[0]&&this._setPositionRelative(),n[0]===this.element[0]||/(fixed|absolute)/.test(n.css("position"))||n.css("position","absolute"),n},_setPositionRelative:function(){/^(?:r|a|f)/.test(this.element.css("position"))||(this.element[0].style.position="relative")},_adjustOffsetFromHelper:function(e){"string"==typeof e&&(e=e.split(" ")),t.isArray(e)&&(e={left:+e[0],top:+e[1]||0}),"left"in e&&(this.offset.click.left=e.left+this.margins.left),"right"in e&&(this.offset.click.left=this.helperProportions.width-e.right+this.margins.left),"top"in e&&(this.offset.click.top=e.top+this.margins.top),"bottom"in e&&(this.offset.click.top=this.helperProportions.height-e.bottom+this.margins.top)},_isRootNode:function(t){return/(html|body)/i.test(t.tagName)||t===this.document[0]},_getParentOffset:function(){var e=this.offsetParent.offset(),i=this.document[0];return"absolute"===this.cssPosition&&this.scrollParent[0]!==i&&t.contains(this.scrollParent[0],this.offsetParent[0])&&(e.left+=this.scrollParent.scrollLeft(),e.top+=this.scrollParent.scrollTop()),this._isRootNode(this.offsetParent[0])&&(e={top:0,left:0}),{top:e.top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:e.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"!==this.cssPosition)return{top:0,left:0};var t=this.element.position(),e=this._isRootNode(this.scrollParent[0]);return{top:t.top-(parseInt(this.helper.css("top"),10)||0)+(e?0:this.scrollParent.scrollTop()),left:t.left-(parseInt(this.helper.css("left"),10)||0)+(e?0:this.scrollParent.scrollLeft())} +},_cacheMargins:function(){this.margins={left:parseInt(this.element.css("marginLeft"),10)||0,top:parseInt(this.element.css("marginTop"),10)||0,right:parseInt(this.element.css("marginRight"),10)||0,bottom:parseInt(this.element.css("marginBottom"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var e,i,s,n=this.options,o=this.document[0];return this.relativeContainer=null,n.containment?"window"===n.containment?(this.containment=[t(window).scrollLeft()-this.offset.relative.left-this.offset.parent.left,t(window).scrollTop()-this.offset.relative.top-this.offset.parent.top,t(window).scrollLeft()+t(window).width()-this.helperProportions.width-this.margins.left,t(window).scrollTop()+(t(window).height()||o.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top],void 0):"document"===n.containment?(this.containment=[0,0,t(o).width()-this.helperProportions.width-this.margins.left,(t(o).height()||o.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top],void 0):n.containment.constructor===Array?(this.containment=n.containment,void 0):("parent"===n.containment&&(n.containment=this.helper[0].parentNode),i=t(n.containment),s=i[0],s&&(e=/(scroll|auto)/.test(i.css("overflow")),this.containment=[(parseInt(i.css("borderLeftWidth"),10)||0)+(parseInt(i.css("paddingLeft"),10)||0),(parseInt(i.css("borderTopWidth"),10)||0)+(parseInt(i.css("paddingTop"),10)||0),(e?Math.max(s.scrollWidth,s.offsetWidth):s.offsetWidth)-(parseInt(i.css("borderRightWidth"),10)||0)-(parseInt(i.css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left-this.margins.right,(e?Math.max(s.scrollHeight,s.offsetHeight):s.offsetHeight)-(parseInt(i.css("borderBottomWidth"),10)||0)-(parseInt(i.css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top-this.margins.bottom],this.relativeContainer=i),void 0):(this.containment=null,void 0)},_convertPositionTo:function(t,e){e||(e=this.position);var 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t=this;t.isOver?(t.isOver=0,s.cancelHelperRemoval=!0,t.cancelHelperRemoval=!1,t._storedCSS={position:t.placeholder.css("position"),top:t.placeholder.css("top"),left:t.placeholder.css("left")},t._mouseStop(e),t.options.helper=t.options._helper):(t.cancelHelperRemoval=!0,t._trigger("deactivate",e,n))})},drag:function(e,i,s){t.each(s.sortables,function(){var n=!1,o=this;o.positionAbs=s.positionAbs,o.helperProportions=s.helperProportions,o.offset.click=s.offset.click,o._intersectsWith(o.containerCache)&&(n=!0,t.each(s.sortables,function(){return this.positionAbs=s.positionAbs,this.helperProportions=s.helperProportions,this.offset.click=s.offset.click,this!==o&&this._intersectsWith(this.containerCache)&&t.contains(o.element[0],this.element[0])&&(n=!1),n})),n?(o.isOver||(o.isOver=1,s._parent=i.helper.parent(),o.currentItem=i.helper.appendTo(o.element).data("ui-sortable-item",!0),o.options._helper=o.options.helper,o.options.helper=function(){return 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0):e?e:e={width:this.element[0].offsetWidth,height:this.element[0].offsetHeight}},this._addToManager(i.scope),i.addClasses&&this._addClass("ui-droppable")},_addToManager:function(e){t.ui.ddmanager.droppables[e]=t.ui.ddmanager.droppables[e]||[],t.ui.ddmanager.droppables[e].push(this)},_splice:function(t){for(var e=0;t.length>e;e++)t[e]===this&&t.splice(e,1)},_destroy:function(){var e=t.ui.ddmanager.droppables[this.options.scope];this._splice(e)},_setOption:function(e,i){if("accept"===e)this.accept=t.isFunction(i)?i:function(t){return t.is(i)};else if("scope"===e){var s=t.ui.ddmanager.droppables[this.options.scope];this._splice(s),this._addToManager(i)}this._super(e,i)},_activate:function(e){var i=t.ui.ddmanager.current;this._addActiveClass(),i&&this._trigger("activate",e,this.ui(i))},_deactivate:function(e){var i=t.ui.ddmanager.current;this._removeActiveClass(),i&&this._trigger("deactivate",e,this.ui(i))},_over:function(e){var i=t.ui.ddmanager.current;i&&(i.currentItem||i.element)[0]!==this.element[0]&&this.accept.call(this.element[0],i.currentItem||i.element)&&(this._addHoverClass(),this._trigger("over",e,this.ui(i)))},_out:function(e){var i=t.ui.ddmanager.current;i&&(i.currentItem||i.element)[0]!==this.element[0]&&this.accept.call(this.element[0],i.currentItem||i.element)&&(this._removeHoverClass(),this._trigger("out",e,this.ui(i)))},_drop:function(e,i){var s=i||t.ui.ddmanager.current,n=!1;return s&&(s.currentItem||s.element)[0]!==this.element[0]?(this.element.find(":data(ui-droppable)").not(".ui-draggable-dragging").each(function(){var i=t(this).droppable("instance");return i.options.greedy&&!i.options.disabled&&i.options.scope===s.options.scope&&i.accept.call(i.element[0],s.currentItem||s.element)&&v(s,t.extend(i,{offset:i.element.offset()}),i.options.tolerance,e)?(n=!0,!1):void 0}),n?!1:this.accept.call(this.element[0],s.currentItem||s.element)?(this._removeActiveClass(),this._removeHoverClass(),this._trigger("drop",e,this.ui(s)),this.element):!1):!1},ui:function(t){return{draggable:t.currentItem||t.element,helper:t.helper,position:t.position,offset:t.positionAbs}},_addHoverClass:function(){this._addClass("ui-droppable-hover")},_removeHoverClass:function(){this._removeClass("ui-droppable-hover")},_addActiveClass:function(){this._addClass("ui-droppable-active")},_removeActiveClass:function(){this._removeClass("ui-droppable-active")}});var v=t.ui.intersect=function(){function t(t,e,i){return t>=e&&e+i>t}return function(e,i,s,n){if(!i.offset)return!1;var o=(e.positionAbs||e.position.absolute).left+e.margins.left,a=(e.positionAbs||e.position.absolute).top+e.margins.top,r=o+e.helperProportions.width,h=a+e.helperProportions.height,l=i.offset.left,c=i.offset.top,u=l+i.proportions().width,d=c+i.proportions().height;switch(s){case"fit":return o>=l&&u>=r&&a>=c&&d>=h;case"intersect":return o+e.helperProportions.width/2>l&&u>r-e.helperProportions.width/2&&a+e.helperProportions.height/2>c&&d>h-e.helperProportions.height/2;case"pointer":return t(n.pageY,c,i.proportions().height)&&t(n.pageX,l,i.proportions().width);case"touch":return(a>=c&&d>=a||h>=c&&d>=h||c>a&&h>d)&&(o>=l&&u>=o||r>=l&&u>=r||l>o&&r>u);default:return!1}}}();t.ui.ddmanager={current:null,droppables:{"default":[]},prepareOffsets:function(e,i){var s,n,o=t.ui.ddmanager.droppables[e.options.scope]||[],a=i?i.type:null,r=(e.currentItem||e.element).find(":data(ui-droppable)").addBack();t:for(s=0;o.length>s;s++)if(!(o[s].options.disabled||e&&!o[s].accept.call(o[s].element[0],e.currentItem||e.element))){for(n=0;r.length>n;n++)if(r[n]===o[s].element[0]){o[s].proportions().height=0;continue t}o[s].visible="none"!==o[s].element.css("display"),o[s].visible&&("mousedown"===a&&o[s]._activate.call(o[s],i),o[s].offset=o[s].element.offset(),o[s].proportions({width:o[s].element[0].offsetWidth,height:o[s].element[0].offsetHeight}))}},drop:function(e,i){var s=!1;return t.each((t.ui.ddmanager.droppables[e.options.scope]||[]).slice(),function(){this.options&&(!this.options.disabled&&this.visible&&v(e,this,this.options.tolerance,i)&&(s=this._drop.call(this,i)||s),!this.options.disabled&&this.visible&&this.accept.call(this.element[0],e.currentItem||e.element)&&(this.isout=!0,this.isover=!1,this._deactivate.call(this,i)))}),s},dragStart:function(e,i){e.element.parentsUntil("body").on("scroll.droppable",function(){e.options.refreshPositions||t.ui.ddmanager.prepareOffsets(e,i)})},drag:function(e,i){e.options.refreshPositions&&t.ui.ddmanager.prepareOffsets(e,i),t.each(t.ui.ddmanager.droppables[e.options.scope]||[],function(){if(!this.options.disabled&&!this.greedyChild&&this.visible){var s,n,o,a=v(e,this,this.options.tolerance,i),r=!a&&this.isover?"isout":a&&!this.isover?"isover":null;r&&(this.options.greedy&&(n=this.options.scope,o=this.element.parents(":data(ui-droppable)").filter(function(){return t(this).droppable("instance").options.scope===n}),o.length&&(s=t(o[0]).droppable("instance"),s.greedyChild="isover"===r)),s&&"isover"===r&&(s.isover=!1,s.isout=!0,s._out.call(s,i)),this[r]=!0,this["isout"===r?"isover":"isout"]=!1,this["isover"===r?"_over":"_out"].call(this,i),s&&"isout"===r&&(s.isout=!1,s.isover=!0,s._over.call(s,i)))}})},dragStop:function(e,i){e.element.parentsUntil("body").off("scroll.droppable"),e.options.refreshPositions||t.ui.ddmanager.prepareOffsets(e,i)}},t.uiBackCompat!==!1&&t.widget("ui.droppable",t.ui.droppable,{options:{hoverClass:!1,activeClass:!1},_addActiveClass:function(){this._super(),this.options.activeClass&&this.element.addClass(this.options.activeClass)},_removeActiveClass:function(){this._super(),this.options.activeClass&&this.element.removeClass(this.options.activeClass)},_addHoverClass:function(){this._super(),this.options.hoverClass&&this.element.addClass(this.options.hoverClass)},_removeHoverClass:function(){this._super(),this.options.hoverClass&&this.element.removeClass(this.options.hoverClass)}}),t.ui.droppable,t.widget("ui.progressbar",{version:"1.12.1",options:{classes:{"ui-progressbar":"ui-corner-all","ui-progressbar-value":"ui-corner-left","ui-progressbar-complete":"ui-corner-right"},max:100,value:0,change:null,complete:null},min:0,_create:function(){this.oldValue=this.options.value=this._constrainedValue(),this.element.attr({role:"progressbar","aria-valuemin":this.min}),this._addClass("ui-progressbar","ui-widget 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n?(s=!e.metaKey&&!e.ctrlKey||!n.$element.hasClass("ui-selected"),i._removeClass(n.$element,s?"ui-unselecting":"ui-selected")._addClass(n.$element,s?"ui-selecting":"ui-unselecting"),n.unselecting=!s,n.selecting=s,n.selected=s,s?i._trigger("selecting",e,{selecting:n.element}):i._trigger("unselecting",e,{unselecting:n.element}),!1):void 0}))},_mouseDrag:function(e){if(this.dragged=!0,!this.options.disabled){var i,s=this,n=this.options,o=this.opos[0],a=this.opos[1],r=e.pageX,h=e.pageY;return o>r&&(i=r,r=o,o=i),a>h&&(i=h,h=a,a=i),this.helper.css({left:o,top:a,width:r-o,height:h-a}),this.selectees.each(function(){var i=t.data(this,"selectable-item"),l=!1,c={};i&&i.element!==s.element[0]&&(c.left=i.left+s.elementPos.left,c.right=i.right+s.elementPos.left,c.top=i.top+s.elementPos.top,c.bottom=i.bottom+s.elementPos.top,"touch"===n.tolerance?l=!(c.left>r||o>c.right||c.top>h||a>c.bottom):"fit"===n.tolerance&&(l=c.left>o&&r>c.right&&c.top>a&&h>c.bottom),l?(i.selected&&(s._removeClass(i.$element,"ui-selected"),i.selected=!1),i.unselecting&&(s._removeClass(i.$element,"ui-unselecting"),i.unselecting=!1),i.selecting||(s._addClass(i.$element,"ui-selecting"),i.selecting=!0,s._trigger("selecting",e,{selecting:i.element}))):(i.selecting&&((e.metaKey||e.ctrlKey)&&i.startselected?(s._removeClass(i.$element,"ui-selecting"),i.selecting=!1,s._addClass(i.$element,"ui-selected"),i.selected=!0):(s._removeClass(i.$element,"ui-selecting"),i.selecting=!1,i.startselected&&(s._addClass(i.$element,"ui-unselecting"),i.unselecting=!0),s._trigger("unselecting",e,{unselecting:i.element}))),i.selected&&(e.metaKey||e.ctrlKey||i.startselected||(s._removeClass(i.$element,"ui-selected"),i.selected=!1,s._addClass(i.$element,"ui-unselecting"),i.unselecting=!0,s._trigger("unselecting",e,{unselecting:i.element})))))}),!1}},_mouseStop:function(e){var i=this;return this.dragged=!1,t(".ui-unselecting",this.element[0]).each(function(){var s=t.data(this,"selectable-item");i._removeClass(s.$element,"ui-unselecting"),s.unselecting=!1,s.startselected=!1,i._trigger("unselected",e,{unselected:s.element})}),t(".ui-selecting",this.element[0]).each(function(){var s=t.data(this,"selectable-item");i._removeClass(s.$element,"ui-selecting")._addClass(s.$element,"ui-selected"),s.selecting=!1,s.selected=!0,s.startselected=!0,i._trigger("selected",e,{selected:s.element})}),this._trigger("stop",e),this.helper.remove(),!1}}),t.widget("ui.selectmenu",[t.ui.formResetMixin,{version:"1.12.1",defaultElement:"",widgetEventPrefix:"spin",options:{classes:{"ui-spinner":"ui-corner-all","ui-spinner-down":"ui-corner-br","ui-spinner-up":"ui-corner-tr"},culture:null,icons:{down:"ui-icon-triangle-1-s",up:"ui-icon-triangle-1-n"},incremental:!0,max:null,min:null,numberFormat:null,page:10,step:1,change:null,spin:null,start:null,stop:null},_create:function(){this._setOption("max",this.options.max),this._setOption("min",this.options.min),this._setOption("step",this.options.step),""!==this.value()&&this._value(this.element.val(),!0),this._draw(),this._on(this._events),this._refresh(),this._on(this.window,{beforeunload:function(){this.element.removeAttr("autocomplete")}})},_getCreateOptions:function(){var e=this._super(),i=this.element;return t.each(["min","max","step"],function(t,s){var n=i.attr(s);null!=n&&n.length&&(e[s]=n)}),e},_events:{keydown:function(t){this._start(t)&&this._keydown(t)&&t.preventDefault()},keyup:"_stop",focus:function(){this.previous=this.element.val()},blur:function(t){return this.cancelBlur?(delete this.cancelBlur,void 0):(this._stop(),this._refresh(),this.previous!==this.element.val()&&this._trigger("change",t),void 0)},mousewheel:function(t,e){if(e){if(!this.spinning&&!this._start(t))return!1;this._spin((e>0?1:-1)*this.options.step,t),clearTimeout(this.mousewheelTimer),this.mousewheelTimer=this._delay(function(){this.spinning&&this._stop(t)},100),t.preventDefault()}},"mousedown .ui-spinner-button":function(e){function i(){var e=this.element[0]===t.ui.safeActiveElement(this.document[0]);e||(this.element.trigger("focus"),this.previous=s,this._delay(function(){this.previous=s}))}var s;s=this.element[0]===t.ui.safeActiveElement(this.document[0])?this.previous:this.element.val(),e.preventDefault(),i.call(this),this.cancelBlur=!0,this._delay(function(){delete this.cancelBlur,i.call(this)}),this._start(e)!==!1&&this._repeat(null,t(e.currentTarget).hasClass("ui-spinner-up")?1:-1,e)},"mouseup .ui-spinner-button":"_stop","mouseenter .ui-spinner-button":function(e){return t(e.currentTarget).hasClass("ui-state-active")?this._start(e)===!1?!1:(this._repeat(null,t(e.currentTarget).hasClass("ui-spinner-up")?1:-1,e),void 0):void 0},"mouseleave .ui-spinner-button":"_stop"},_enhance:function(){this.uiSpinner=this.element.attr("autocomplete","off").wrap("").parent().append("")},_draw:function(){this._enhance(),this._addClass(this.uiSpinner,"ui-spinner","ui-widget ui-widget-content"),this._addClass("ui-spinner-input"),this.element.attr("role","spinbutton"),this.buttons=this.uiSpinner.children("a").attr("tabIndex",-1).attr("aria-hidden",!0).button({classes:{"ui-button":""}}),this._removeClass(this.buttons,"ui-corner-all"),this._addClass(this.buttons.first(),"ui-spinner-button ui-spinner-up"),this._addClass(this.buttons.last(),"ui-spinner-button ui-spinner-down"),this.buttons.first().button({icon:this.options.icons.up,showLabel:!1}),this.buttons.last().button({icon:this.options.icons.down,showLabel:!1}),this.buttons.height()>Math.ceil(.5*this.uiSpinner.height())&&this.uiSpinner.height()>0&&this.uiSpinner.height(this.uiSpinner.height())},_keydown:function(e){var i=this.options,s=t.ui.keyCode;switch(e.keyCode){case s.UP:return this._repeat(null,1,e),!0;case s.DOWN:return this._repeat(null,-1,e),!0;case s.PAGE_UP:return this._repeat(null,i.page,e),!0;case s.PAGE_DOWN:return this._repeat(null,-i.page,e),!0}return!1},_start:function(t){return this.spinning||this._trigger("start",t)!==!1?(this.counter||(this.counter=1),this.spinning=!0,!0):!1},_repeat:function(t,e,i){t=t||500,clearTimeout(this.timer),this.timer=this._delay(function(){this._repeat(40,e,i)},t),this._spin(e*this.options.step,i)},_spin:function(t,e){var i=this.value()||0;this.counter||(this.counter=1),i=this._adjustValue(i+t*this._increment(this.counter)),this.spinning&&this._trigger("spin",e,{value:i})===!1||(this._value(i),this.counter++)},_increment:function(e){var i=this.options.incremental;return i?t.isFunction(i)?i(e):Math.floor(e*e*e/5e4-e*e/500+17*e/200+1):1},_precision:function(){var t=this._precisionOf(this.options.step);return null!==this.options.min&&(t=Math.max(t,this._precisionOf(this.options.min))),t},_precisionOf:function(t){var e=""+t,i=e.indexOf(".");return-1===i?0:e.length-i-1},_adjustValue:function(t){var e,i,s=this.options;return e=null!==s.min?s.min:0,i=t-e,i=Math.round(i/s.step)*s.step,t=e+i,t=parseFloat(t.toFixed(this._precision())),null!==s.max&&t>s.max?s.max:null!==s.min&&s.min>t?s.min:t},_stop:function(t){this.spinning&&(clearTimeout(this.timer),clearTimeout(this.mousewheelTimer),this.counter=0,this.spinning=!1,this._trigger("stop",t))},_setOption:function(t,e){var i,s,n;return"culture"===t||"numberFormat"===t?(i=this._parse(this.element.val()),this.options[t]=e,this.element.val(this._format(i)),void 0):(("max"===t||"min"===t||"step"===t)&&"string"==typeof e&&(e=this._parse(e)),"icons"===t&&(s=this.buttons.first().find(".ui-icon"),this._removeClass(s,null,this.options.icons.up),this._addClass(s,null,e.up),n=this.buttons.last().find(".ui-icon"),this._removeClass(n,null,this.options.icons.down),this._addClass(n,null,e.down)),this._super(t,e),void 0)},_setOptionDisabled:function(t){this._super(t),this._toggleClass(this.uiSpinner,null,"ui-state-disabled",!!t),this.element.prop("disabled",!!t),this.buttons.button(t?"disable":"enable")},_setOptions:r(function(t){this._super(t)}),_parse:function(t){return"string"==typeof t&&""!==t&&(t=window.Globalize&&this.options.numberFormat?Globalize.parseFloat(t,10,this.options.culture):+t),""===t||isNaN(t)?null:t},_format:function(t){return""===t?"":window.Globalize&&this.options.numberFormat?Globalize.format(t,this.options.numberFormat,this.options.culture):t},_refresh:function(){this.element.attr({"aria-valuemin":this.options.min,"aria-valuemax":this.options.max,"aria-valuenow":this._parse(this.element.val())})},isValid:function(){var t=this.value();return null===t?!1:t===this._adjustValue(t)},_value:function(t,e){var 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