From 5f2773eda42083a4572d77069ed2c95e020aee95 Mon Sep 17 00:00:00 2001 From: Yaxi Lu <54500467+luyaxi@users.noreply.github.com> Date: Thu, 23 Nov 2023 00:36:26 +0800 Subject: [PATCH] Release v1.0.0 (#237) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * ADD:XAgentGen for v1.0 (#224) * ADD:XAgent-Server v1.0 (#226) * fix: remove source (#228) * Fix: openai v1 support&run.py fix * Fix: azure openai v1 support (#231) * Fix: infinite function call refine * Fix: docker hub support (#232) * CHANGE: server readme.md * ADD: select toolserver config file on startup * Fix: dependency fixs * Fix: modify user and dockerfile (#234) * Fix: update readme and docker-compose.yml * ADD: XAgentGen images * Fix: modify health interval time (#236) * Mod: changelog for release v1.0.0 --------- Co-authored-by: Aidan Lew <57025632+AL-377@users.noreply.github.com> Co-authored-by: wuyesai <44259537+sailaoda@users.noreply.github.com> Co-authored-by: 郑辉 Co-authored-by: zhoupeng --- CHANGELOG.md | 36 + LICENSE | 201 - README.md | 27 +- README_JA.md | 28 +- README_ZH.md | 25 +- ToolServer/README.md | 14 +- ToolServer/README_ZH.md | 15 +- ToolServer/ToolServerManager/config.py | 4 +- ToolServer/ToolServerMonitor/config.py | 2 +- ToolServer/ToolServerNode/config.py | 2 +- XAgent/agent/dispatcher.py | 2 +- XAgent/ai_functions/function_manager.py | 11 +- .../pure_functions/task_manage_functions.yml | 2 +- XAgent/ai_functions/request/obj_generator.py | 46 +- XAgent/ai_functions/request/openai.py | 221 +- XAgent/ai_functions/request/xagent.py | 63 +- XAgent/config.py | 22 +- XAgent/core.py | 217 + XAgent/function_handler.py | 355 + XAgent/global_vars.py | 2 +- XAgent/inner_loop_search_algorithms/ReACT.py | 108 +- XAgent/recorder.py | 329 + XAgent/running_recorder.py | 12 +- XAgent/summarization_system.py | 3 +- XAgent/tool_call_handle.py | 681 - XAgent/toolserver_interface.py | 365 + XAgent/utils.py | 5 +- XAgent/workflow/plan_exec.py | 10 +- XAgent/workflow/reflection.py | 9 +- XAgent/workflow/task_handler.py | 179 +- XAgentGen/README.md | 51 + XAgentGen/app.py | 160 + XAgentGen/requirements.txt | 29 + XAgentGen/xgen/models/__init__.py | 1 + XAgentGen/xgen/models/transformers.py | 269 + XAgentGen/xgen/parser/__init__.py | 1 + XAgentGen/xgen/parser/function_parser.py | 375 + XAgentGen/xgen/server/__init__.py | 2 + XAgentGen/xgen/server/datamodel.py | 40 + XAgentGen/xgen/server/message_formater.py | 167 + XAgentGen/xgen/text/__init__.py | 1 + XAgentGen/xgen/text/generate/__init__.py | 1 + XAgentGen/xgen/text/generate/regex.py | 456 + XAgentGen/xgen/text/json_schema.py | 341 + XAgentIO/BaseIO.py | 70 - XAgentIO/exception.py | 124 - XAgentIO/input/HttpInput.py | 36 - XAgentIO/input/RestApiInput.py | 27 - XAgentIO/input/WebSocketInput.py | 110 - XAgentIO/input/base.py | 86 - XAgentIO/output/CommandLineOutput.py | 36 - XAgentIO/output/HttpOutput.py | 42 - XAgentIO/output/RestApiOutput.py | 27 - XAgentIO/output/SSEOutput.py | 31 - XAgentIO/output/WebSocketOutput.py | 69 - XAgentIO/output/base.py | 54 - XAgentServer/README.md | 47 + XAgentServer/README_zh.md | 49 + XAgentServer/application/__init__.py | 0 XAgentServer/application/core/envs.py | 94 + XAgentServer/application/cruds/interaction.py | 543 + XAgentServer/application/cruds/recorder.py | 91 + XAgentServer/application/cruds/user.py | 152 + XAgentServer/application/dependence.py | 43 + XAgentServer/application/global_val.py | 42 + XAgentServer/application/main.py | 176 + XAgentServer/application/routers/__init__.py | 0 XAgentServer/application/routers/conv.py | 318 + XAgentServer/application/routers/user.py | 120 + XAgentServer/application/routers/workspace.py | 139 + .../application/schemas/request_body.py | 12 + .../application/schemas/response_body.py | 62 + .../application/websockets/__init__.py | 0 XAgentServer/application/websockets/base.py | 390 + XAgentServer/application/websockets/common.py | 79 + .../application/websockets/recorder.py | 326 + .../application/websockets/replayer.py | 195 + XAgentServer/application/websockets/share.py | 198 + XAgentServer/database/__init__.py | 380 - XAgentServer/database/connect.py | 53 +- XAgentServer/database/dbi.py | 503 - .../database/interface/interaction.py | 559 + XAgentServer/database/interface/recorder.py | 99 + XAgentServer/database/interface/user.py | 160 + XAgentServer/database/lsi.py | 584 - XAgentServer/database/models.py | 171 +- .../database/sql/create_mysql_table.sql | 81 +- XAgentServer/enums/recorder_type.py | 21 + XAgentServer/enums/status.py | 17 + XAgentServer/envs.py | 132 - XAgentServer/exts/exception_ext.py | 210 + XAgentServer/exts/mail_ext.py | 22 +- XAgentServer/exts/redis_ext.py | 135 + XAgentServer/interaction.py | 503 +- XAgentServer/loggers/logs.py | 138 +- XAgentServer/manager.py | 146 - XAgentServer/models/global_png.py | 9 + XAgentServer/models/interaction.py | 66 +- XAgentServer/models/node.py | 84 - XAgentServer/models/parameter.py | 59 +- XAgentServer/models/raw.py | 110 + XAgentServer/models/recorder.py | 67 + XAgentServer/models/shared_interaction.py | 89 +- XAgentServer/models/subtask.py | 108 - XAgentServer/models/user.py | 114 +- XAgentServer/models/ws.py | 141 - XAgentServer/request_body.py | 71 - XAgentServer/requirements.txt | 18 - XAgentServer/response_body.py | 77 - XAgentServer/server.py | 183 +- XAgentServer/utils.py | 257 - XAgentWeb/.env.development.local | 1 + XAgentWeb/.env.production | 1 + XAgentWeb/.env.test.local | 1 + XAgentWeb/.gitignore | 1 + XAgentWeb/README.md | 5 +- XAgentWeb/auto-imports.d.ts | 6 + XAgentWeb/components.d.ts | 1 + XAgentWeb/index.html | 15 +- XAgentWeb/package.json | 28 +- .../third/notebook-js/styles/notebook.css | 84 + .../styles/vendor/fonts/KaTeX_AMS-Regular.ttf | Bin 0 -> 70936 bytes .../vendor/fonts/KaTeX_AMS-Regular.woff | Bin 0 -> 36912 bytes .../vendor/fonts/KaTeX_AMS-Regular.woff2 | Bin 0 -> 31136 bytes .../vendor/fonts/KaTeX_Caligraphic-Bold.ttf | Bin 0 -> 15416 bytes 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1 + .../third/notebook-js/vendor/marked.min.js | 6 + .../third/notebook-js/vendor/notebook.min.js | 1 + .../third/notebook-js/vendor/prism.min.js | 7 + .../third/notebook-js/vendor/purify.min.js | 3 + XAgentWeb/src/api/backend.ts | 3 - XAgentWeb/src/assets/data/data.ts | 19762 ---------------- XAgentWeb/src/composables/useApi.ts | 77 +- XAgentWeb/src/composables/useSensitive.ts | 122 +- XAgentWeb/src/main.ts | 6 +- XAgentWeb/src/mockApi/index.ts | 10 - XAgentWeb/src/react/components/App.jsx | 9 + XAgentWeb/src/react/index.jsx | 23 + XAgentWeb/src/router/guard/permission.ts | 33 +- XAgentWeb/src/router/index.ts | 48 +- XAgentWeb/src/store/modules/task.ts | 44 +- XAgentWeb/src/store/modules/user.ts | 3 +- XAgentWeb/src/views/login/login.vue | 4 +- XAgentWeb/src/views/playground/chat.vue | 460 +- .../playground/components/CodeViewer.vue | 10 +- .../playground/components/FileUpload.vue | 94 +- .../playground/components/HistorySidebar.vue | 191 +- 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| 6 +- dockerfiles/ToolServerNode/DockerfileGPU | 5 +- dockerfiles/XAgentGen/Dockerfile | 27 + dockerfiles/XAgentServer/Dockerfile | 13 +- requirements.txt | 10 +- run.py | 21 +- setup.py | 13 +- start_server.py | 20 +- 239 files changed, 11034 insertions(+), 26989 deletions(-) create mode 100644 CHANGELOG.md delete mode 100644 LICENSE create mode 100644 XAgent/core.py create mode 100644 XAgent/function_handler.py create mode 100644 XAgent/recorder.py delete mode 100644 XAgent/tool_call_handle.py create mode 100644 XAgent/toolserver_interface.py create mode 100644 XAgentGen/README.md create mode 100644 XAgentGen/app.py create mode 100644 XAgentGen/requirements.txt create mode 100644 XAgentGen/xgen/models/__init__.py create mode 100644 XAgentGen/xgen/models/transformers.py create mode 100644 XAgentGen/xgen/parser/__init__.py create mode 100644 XAgentGen/xgen/parser/function_parser.py create mode 100644 XAgentGen/xgen/server/__init__.py create mode 100644 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assets/xagentllama.yml create mode 100644 build_images.sh rename XAgentIO/input/CommandLineInput.py => command_input.py (81%) create mode 100644 dockerfiles/XAgentGen/Dockerfile diff --git a/CHANGELOG.md b/CHANGELOG.md new file mode 100644 index 0000000..88f9a68 --- /dev/null +++ b/CHANGELOG.md @@ -0,0 +1,36 @@ +# Changelog + +All notable changes to this project will be documented in this file. + +The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/), and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html). + +## [1.0.0] - 2023-11-21 + +### Added +- Offical release of XAgent Container Images on DockerHub, now you can just download and play XAgent, see our dockerhub [page](https://hub.docker.com/u/xagentteam) for more information. +- Localhost models [XAgentLlama-7B-preview](https://huggingface.co/XAgentTeam/XAgentLlama-7B-preview), [XAgentLlama-34B-preview](https://huggingface.co/XAgentTeam/XAgentLLaMa-34B-preview) developped for XAgent is now available on HuggingFace, click [here](https://huggingface.co/collections/XAgentTeam/xagentllm-655ae4091c419bb072940e74) to learn more. +- **XAgentGen** is released to enhance the usability and stability of Localhost models for XAgent. Check out the [XAgentGen](XAgentGen/README.md) for more details. +- **WebUI** is updated! Now you can browse files in workspace! **History replay** is also available now! +- Mysql integration for data management, including runtime interactive data and running records. +- Redis integration for managing the state of components during interaction processes. +- Docker and initialization for Mysql and Redis included within the project setup. +- New exception handling processes, with custom exception classes for different runtime errors. +- Session sharing feature, allowing users to share their sessions with the community. + +### Changed + +- Removed some global variables, now using `XAgent.core.XAgentCoreComponents` for better modularity and encapsulation. +- Overhauled the project structure of XAgentServer for improved organization and maintainability. + +### Removed + +- XAgentIO. +- Local file storage mode and its support mechanisms. + +### Fixed + +- Fix various bugs in `XAgentServer` as reported in project issues. + +## [0.1.0] - 2023-10-16 + +- Initial setup and integration of the `Toolserver`, `XAgent`, `XAgentIO`, `XAgentServer`, and `XAgentWeb` components. diff --git a/LICENSE b/LICENSE deleted file mode 100644 index 20b8076..0000000 --- a/LICENSE +++ /dev/null @@ -1,201 +0,0 @@ - Apache License - Version 2.0, January 2004 - http://www.apache.org/licenses/ - - TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION - - 1. 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We also recommend that a - file or class name and description of purpose be included on the - same "printed page" as the copyright notice for easier - identification within third-party archives. - - Copyright 2023 OpenBMB - - Licensed under the Apache License, Version 2.0 (the "License"); - you may not use this file except in compliance with the License. - You may obtain a copy of the License at - - http://www.apache.org/licenses/LICENSE-2.0 - - Unless required by applicable law or agreed to in writing, software - distributed under the License is distributed on an "AS IS" BASIS, - WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - See the License for the specific language governing permissions and - limitations under the License. diff --git a/README.md b/README.md index 0c89ad8..8676430 100644 --- a/README.md +++ b/README.md @@ -77,15 +77,25 @@ You can also easily add new tools to ToolServer to enhance XAgent's abilities. ToolServer is where XAgent's action takes place. It is a docker container that provides a safe environment for XAgent to run. So you should install `docker` and `docker-compose` first. -After that, you should build the docker image for ToolServer and start the docker container. +Then, you need to build the ToolServer image. In the `ToolServer` directory, you have two ways to build an image of our service: +You can build a docker network by pulling the image from docker hub by running the following command: ```bash -docker-compose up --build +docker compose up +``` +Or you can build an image from local sources by running the following command: +```bash +docker compose build +docker compose up ``` This will build the image for the ToolServer and start the ToolServer's container. -If you want to run the container in the background, please use `docker-compose up -d --build`. +If you want to run the container in the background, please use `docker compose up -d`. Refer [here](ToolServer/README.md) for detailed information about our ToolServer. -If the ToolServer is updated, you have to rebuild the images: +If the ToolServer is updated, you have to repull/rebuild the images: +```bash +docker compose pull +``` +Or ```bash docker compose build ``` @@ -127,14 +137,9 @@ python run.py --task "put your task here" --model "gpt-4" --config_file "assets/ - Run XAgent with GUI -```bash -## We ran the web ui docker when building the ToolServer network -## run nginx in docker -docker exec XAgent-Server systemctl start nginx -``` -Build the docker image for XAgent-Server and start the docker container. -You will see the XAgent Server listening on port `8090`. +The container `XAgent-Server` is started with nginx and a web server listening on port `5173`. You could visit `http://localhost:5173` to interact with XAgent by using web UI. +The default username and password are `guest` and `xagent`, respectively. Refer [here](XAgentServer/README.md) for the detailed information about our GUI Demo.
diff --git a/README_JA.md b/README_JA.md index 29eae75..576567f 100644 --- a/README_JA.md +++ b/README_JA.md @@ -76,16 +76,27 @@ ToolServer は、タスクを解決するための強力で安全なツールを ToolServer は、XAgent の動作が行われる場所です。これは、XAgent が実行するための安全な環境を提供する Docker コンテナになります。 そのため、まず `docker` と `docker-compose` をインストールする必要があります。 -その後、ToolServer 用の docker イメージをビルドし、docker コンテナを起動します。 +次に、ToolServerイメージを構築する必要があります。 ToolServer`ディレクトリでは、私たちのサービスのイメージを構築する2つの方法があります： +以下のコマンドを実行することで、docker hubからイメージを取得し、dockerネットワークを構築することができます： ```bash -docker-compose up --build +docker compose up +``` +あるいは、以下のコマンドを実行してローカルソースからイメージを構築することもできます： +バッシュ +```bash +docker compose build +docker compose up ``` これによりツールサーバーのイメージが構築され、ツールサーバーのコンテナが起動します。 -コンテナをバックグラウンドで実行したい場合は、`docker-compose up -d --build` を使用してください。 +コンテナをバックグラウンドで実行したい場合は、`docker compose up -d` を使用してください。 ToolServer の詳細については、[こちら](ToolServer/README.md)を参照してください。 ToolServer が更新された場合、イメージを再構築する必要があります: ```bash +docker compose pull +``` +Or +```bash docker compose build ``` @@ -127,14 +138,9 @@ python run.py --task "put your task here" --model "gpt-4" --config_file "assets/ - GUI で XAgent を実行する -```bash -## ToolServer ネットワークを構築する際に、Web ui docker を実行しました -## docker で nginx を実行する -docker exec XAgent-Server systemctl start nginx -``` -XAgent-Server 用の docker イメージをビルドし、docker コンテナを起動します。 -ポート `8090` で XAgent Server がリッスンしているのが見えると思います。 -Web UI を使用して XAgent と対話するには、`http://localhost:5173` にアクセスしてください。 +コンテナ XAgent-Server は、nginxとポート 5173 でリッスンしているウェブサーバーと共に起動しています。 +Web UI を使用して XAgent とやり取りするには、http://localhost:5173 を訪れることができます。 +デフォルトのユーザー名とパスワードはそれぞれ guest と xagent です。 GUI デモの詳細については、[こちら](XAgentServer/README.md) を参照してください。
diff --git a/README_ZH.md b/README_ZH.md index 94621bc..2879195 100644 --- a/README_ZH.md +++ b/README_ZH.md @@ -77,15 +77,25 @@ XAgent由三部分组成： 工具服务器是XAgent的行动发生的地方。它是一个docker容器，为XAgent提供一个安全的运行环境。 因此，您应该首先安装`docker`和`docker-compose`。 -然后，您需要构建工具服务器的镜像。在`ToolServer`目录下，运行以下命令： +然后，您需要构建工具服务器的镜像。在`ToolServer`目录下，您有两种方式构建我们的服务镜像： +您可以通过运行以下命令从docker hub拉取镜像构建docker网络： ```bash -docker-compose up --build +docker compose up ``` -这将构建工具服务器的镜像并启动工具服务器的容器。如果您想在后台运行容器，请使用`docker-compose up -d --build`。 +或者您可以通过运行以下命令从本地源代码构建镜像： +```bash +docker compose build +docker compose up +``` +这将构建工具服务器的镜像并启动工具服务器的容器。如果您想在后台运行容器，请相应使用`docker compose up -d`。 参考[ToolServer](ToolServer/README_ZH.md)获取更多信息。 如果需要更新工具服务器或您想重新构建工具服务器的镜像，请使用以下命令： ```bash +docker compose pull +``` +或者 +```bash docker compose build ``` @@ -113,14 +123,9 @@ python run.py --task "put your task here" --model "gpt-4" 在运行结束后，`ToolServerNode`中的完整`worksapce`也将被打包下载到其中。 - 使用GUI运行XAgent -```bash -## 在ToolServer docker 时已经开启web ui docker了 -## 只需新开一个命令行，开启docker中的 nginx -docker exec XAgent-Server systemctl start nginx -``` -构建XAgent-Server的docker镜像并启动docker容器。 -您将看到XAgent Server在端口`8090`上监听。 +容器`XAgent-Server`内包含一个监听`5173`端口的网页服务器，用于提供XAgent的GUI。 您可以在浏览器中打开`http://localhost:5173`来访问XAgent的GUI。 +默认账号和密码是`guest`和`xagent`。 参考[XAgentServer](XAgentServer/README_zh.md)获取更多信息。 diff --git a/ToolServer/README.md b/ToolServer/README.md index 263ead3..ac019a9 100644 --- a/ToolServer/README.md +++ b/ToolServer/README.md @@ -16,7 +16,7 @@ Currently, ToolServer provides the following tools: You can also easily add new tools to ToolServer to enhance agent's abilities. ## ⚡️ Configurations -Configurations for ToolServer are stored in `assets/config/`. You can change them and rebuild images to apply the changes. +Configurations for ToolServer are stored in `assets/config/`. You can change them and restart ToolServer to apply the changes. Notes: - Change `node.privileged` to `false` in `manager.yml` if you don't want to used docker in ToolServerNode. This will disable the ability to run docker commands in ToolServerNode. - Change `idling_close_minutes` in `monitor.yml` to change the time that ToolServerMonitor will wait before closing idle ToolServerNode instances. @@ -24,16 +24,14 @@ Notes: - Change api timeout for Toolserver in `docker-compose.yml` by altering values after `-t` in `services.ToolServerManager.command` if you encounter timeout error of ToolServer. ## 🛠️ Build and Setup ToolServer -All docker image build files are stored in `dockerfiles/`. -You can build them manually with following command: +You can pull the docker images from docker hub and start ToolServer automatically with following command: ```bash -docker-compose build +docker compose up ``` -This will build all the docker images for ToolServerManager, ToolServerMonitor and ToolServerNode. Note that the configuration files will be copied to the docker images during the building process due to stability issues. If you change the configuration files, you should rebuild the docker images to apply the changes. - -After building the docker images, you can start the docker container with following command: +Alternatively, you can build the images by yourself and start ToolServer with following command: ```bash -docker-compose up +docker compose build +docker compose up ``` Note that you should install `docker` and `docker-compose` first. diff --git a/ToolServer/README_ZH.md b/ToolServer/README_ZH.md index e0a31b3..e6cd164 100644 --- a/ToolServer/README_ZH.md +++ b/ToolServer/README_ZH.md @@ -16,7 +16,7 @@ ToolServer由3个部件组成： 你也可以轻松的开发自己的工具并添加到ToolServer中，增强agents的能力。 ## ⚡️ 配置ToolServer -ToolServer的配置文件存放在`assets/config/`目录下，你可以修改配置文件并重新构建镜像以应用修改。 +ToolServer的配置文件存放在`assets/config/`目录下，你可以修改配置文件并重新启动ToolServer以应用修改。 注意事项： - 如果你不允许XAgent在`ToolServerNode`中使用docker，请将`manager.yml`中的`node.privileged`设置为`false`。 - 将`monitor.yml`中的`idling_close_minutes`设置为ToolServerMonitor在关闭空闲的ToolServerNode实例前等待的时间（默认30分钟）。 @@ -24,17 +24,14 @@ ToolServer的配置文件存放在`assets/config/`目录下，你可以修改配 - 如果你遇到ToolServer的超时错误，请在`docker-compose.yml`中修改`services.ToolServerManager.command`中`-t`后面的值以修改ToolServer的超时时间。 ## 🛠️ 编译和启动ToolServer -所有的docker镜像构建文件都存放在`dockerfiles`目录下。 -你可以使用如下命令手动构建所有镜像： +你通过下面的命令自动拉取最新的镜像并启动ToolServer： ```bash -docker-compose build +docker compose up ``` -这将构建ToolServerManager、ToolServerMonitor和ToolServerNode的docker镜像。请注意，由于稳定性问题，配置文件将在构建过程中被复制到docker镜像中。如果你修改了配置文件，你需要重新构建docker镜像以应用修改。 - -在构建docker镜象后，你可以使用如下命令启动ToolServer： +你也可以通过下面的命令自己编译镜像并启动ToolServer： ```bash -cd ToolServer -docker-compose up +docker compose build +docker compose up ``` 请注意，你需要提前安装`docker`和`docker-compose`。 diff --git a/ToolServer/ToolServerManager/config.py b/ToolServer/ToolServerManager/config.py index 282977e..964d5fc 100644 --- a/ToolServer/ToolServerManager/config.py +++ b/ToolServer/ToolServerManager/config.py @@ -1,4 +1,5 @@ import os +import shutil import yaml import logging from typing import Dict, Any, Union @@ -14,7 +15,7 @@ class ManagerConfig: cfg: A dictionary containing all configuration settings. """ - def __init__(self, config_file_path="./assets/config.yml"): + def __init__(self, config_file_path="./assets/config/manager.yml"): """ Initializes a new instance of the ManagerConfig class. @@ -23,7 +24,6 @@ def __init__(self, config_file_path="./assets/config.yml"): Defaults to "./assets/config.yml". """ self.cfg:Dict = yaml.load(open(config_file_path,"r",encoding="utf-8").read(), Loader=yaml.FullLoader) - for k in os.environ.keys(): if k in self.cfg: self.cfg[k] = os.environ[k] # overwrite the config with environment variables diff --git a/ToolServer/ToolServerMonitor/config.py b/ToolServer/ToolServerMonitor/config.py index df6254e..1a8f5e7 100644 --- a/ToolServer/ToolServerMonitor/config.py +++ b/ToolServer/ToolServerMonitor/config.py @@ -12,7 +12,7 @@ class ManagerConfig: cfg (Dict): Dictionary holding configuration settings read from file and environment. """ - def __init__(self, config_file_path="./assets/config.yml"): + def __init__(self, config_file_path="./assets/config/monitor.yml"): """ Initializes ManagerConfig with configuration settings read from a YAML file and overrides these settings with environment variables if they exist. diff --git a/ToolServer/ToolServerNode/config.py b/ToolServer/ToolServerNode/config.py index 208d4ba..e037778 100644 --- a/ToolServer/ToolServerNode/config.py +++ b/ToolServer/ToolServerNode/config.py @@ -17,7 +17,7 @@ class NodeConfig: Updates the configuration dictionary with new configurations. """ def __init__(self, - config_file_path="assets/config.yml",): + config_file_path="./assets/config/node.yml",): """ The constructor for NodeConfig class that loads the configuration details. diff --git a/XAgent/agent/dispatcher.py b/XAgent/agent/dispatcher.py index b0cffae..8006508 100644 --- a/XAgent/agent/dispatcher.py +++ b/XAgent/agent/dispatcher.py @@ -201,4 +201,4 @@ def dispatch( return agent -agent_dispatcher = XAgentDispatcher(CONFIG, enable=False) \ No newline at end of file +# agent_dispatcher = XAgentDispatcher(CONFIG, enable=False) \ No newline at end of file diff --git a/XAgent/ai_functions/function_manager.py b/XAgent/ai_functions/function_manager.py index 5913dfd..e163bc3 100644 --- a/XAgent/ai_functions/function_manager.py +++ b/XAgent/ai_functions/function_manager.py @@ -6,7 +6,7 @@ from typing import Optional, Tuple from colorama import Fore -from XAgent.config import CONFIG +from XAgent.config import CONFIG,get_apiconfig_by_model from XAgent.logs import logger from .request import objgenerator @@ -95,7 +95,14 @@ def execute(self,function_name:str,return_generation_usage:bool=False,function_c logger.typewriter_log(f'Executing AI Function: {function_name}', Fore.YELLOW) - completions_kwargs:dict = function_cfg.get('completions_kwargs',CONFIG.default_completion_kwargs) + completions_kwargs:dict = function_cfg.get('completions_kwargs',{}) + if 'model' in completions_kwargs: + # check whether model is configured + try: + get_apiconfig_by_model(completions_kwargs['model']) + except: + logger.typewriter_log("Fallback",Fore.YELLOW,f"Model {completions_kwargs['model']} is not configured. Using default model instead.") + completions_kwargs = {} function_prompt = str(function_cfg['function_prompt']) function_prompt = function_prompt.format(**kwargs) messages = [{'role':'user','content':function_prompt}] diff --git a/XAgent/ai_functions/pure_functions/task_manage_functions.yml b/XAgent/ai_functions/pure_functions/task_manage_functions.yml index 426f286..34d11d1 100644 --- a/XAgent/ai_functions/pure_functions/task_manage_functions.yml +++ b/XAgent/ai_functions/pure_functions/task_manage_functions.yml @@ -39,7 +39,7 @@ functions: description: "Which subtask do you want to modify. This must be a inter split by '.', like '1.2' '2.3.3' or '4'. You must ensure this subtask exists and is a FAIL task" subtasks: type: array - description: "Max 4 items, min 2 items. Array of the splited subtasks, length of 2-4" + description: "Max 3 items, min 1 items. Array of the splited subtasks, length of 1-3" items: *task_item required: ["target_subtask_id", "subtasks"] - name: subtask_operations diff --git a/XAgent/ai_functions/request/obj_generator.py b/XAgent/ai_functions/request/obj_generator.py index 8d464c2..276f8e4 100644 --- a/XAgent/ai_functions/request/obj_generator.py +++ b/XAgent/ai_functions/request/obj_generator.py @@ -1,19 +1,19 @@ import orjson import json5 import jsonschema +import jsonschema.exceptions import importlib import traceback from copy import deepcopy from colorama import Fore -from openai.error import AuthenticationError, PermissionError, InvalidRequestError -from tenacity import retry, stop_after_attempt, wait_exponential, retry_if_not_exception_type, wait_chain, wait_none +from tenacity import retry, stop_after_attempt, retry_if_exception_type from .error import FunctionCallSchemaError from XAgent.logs import logger -from XAgent.config import CONFIG,get_model_name,get_apiconfig_by_model +from XAgent.config import CONFIG from XAgent.running_recorder import recorder @@ -28,11 +28,13 @@ def __init__(self,): self.chatcompletion_request_funcs = {} @retry( - retry=retry_if_not_exception_type((AuthenticationError, PermissionError, InvalidRequestError, AssertionError)), - stop=stop_after_attempt(CONFIG.max_retry_times+3), - wait=wait_chain(*[wait_none() for _ in range(3)]+[wait_exponential(min=61, max=293)]), - reraise=True,) - def chatcompletion(self,**kwargs): + stop=stop_after_attempt(3), + retry=retry_if_exception_type(( + jsonschema.exceptions.ValidationError, + FunctionCallSchemaError + )), + ) + def chatcompletion(self,*,schema_validation=True,**kwargs): """Processes chat completion requests and retrieves responses. Args: @@ -63,14 +65,15 @@ def chatcompletion(self,**kwargs): recorder.decrease_query_id() raise e - # refine the response - match request_type: - case 'openai': - response = self.function_call_refine(kwargs,response) - case 'xagent': - pass - case _: - raise NotImplementedError(f"Request type {request_type} not implemented") + if schema_validation: + # refine the response + match request_type: + case 'openai': + response = self.function_call_refine(kwargs,response) + case 'xagent': + pass + case _: + raise NotImplementedError(f"Request type {request_type} not implemented") return response @@ -105,6 +108,8 @@ def dynamic_json_fixes(self, broken_json, function_schema, messages: list = [], logger.typewriter_log( f'Schema Validation for Function call {function_schema["name"]} failed, trying to fix it...', Fore.YELLOW) repair_req_kwargs = deepcopy(CONFIG.default_completion_kwargs) + if messages[-1]["role"] == 'system' and 'Your last function call result in error' in messages[-1]["content"]: + messages = messages[:-1] repair_req_kwargs['messages'] = [*messages, { 'role': 'system', @@ -124,7 +129,7 @@ def dynamic_json_fixes(self, broken_json, function_schema, messages: list = [], }] repair_req_kwargs['functions'] = [function_schema] repair_req_kwargs['function_call'] = {'name': function_schema['name']} - return self.chatcompletion(**repair_req_kwargs) + return self.chatcompletion(schema_validation=False,**repair_req_kwargs) def load_args_with_schema_validation(self,function_schema:dict,args:str,messages:list=[],*,return_response=False,response=None): """Validates arguments against the function schema. @@ -206,10 +211,9 @@ def function_call_refine(self,req_kwargs,response): 'content': f"Error: Your last function calling call function {response['choices'][0]['message']['function_call']['name']} that is not in the provided functions. Make sure function name in list: {list(map(lambda x:x['name'],req_kwargs['functions']))}" } - if req_kwargs['messages'][-1]['role'] != 'system' and 'Your last function calling call function' not in req_kwargs['messages'][-1]['content']: - req_kwargs['messages'].append(error_message) - elif req_kwargs['messages'][-1]['role'] == 'system' and 'Your last function calling call function' in req_kwargs['messages'][-1]['content']: - req_kwargs['messages'][-1] = error_message + if req_kwargs['messages'][-1]['role'] == 'system' and 'Your last function calling call function' in req_kwargs['messages'][-1]['content']: + req_kwargs['messages'] = req_kwargs['messages'][:-1] + req_kwargs['messages'].append(error_message) logger.typewriter_log(f"FunctionCallSchemaError: Function {response['choices'][0]['message']['function_call']['name']} not found in the provided functions.",Fore.RED) raise FunctionCallSchemaError(f"Function {response['choices'][0]['message']['function_call']['name']} not found in the provided functions: {list(map(lambda x:x['name'],req_kwargs['functions']))}") diff --git a/XAgent/ai_functions/request/openai.py b/XAgent/ai_functions/request/openai.py index 8436f53..6ec2011 100644 --- a/XAgent/ai_functions/request/openai.py +++ b/XAgent/ai_functions/request/openai.py @@ -1,60 +1,183 @@ import json import openai - -from openai.error import InvalidRequestError - from XAgent.logs import logger from XAgent.config import CONFIG, get_apiconfig_by_model, get_model_name +from tenacity import ( + retry, + stop_after_attempt, + wait_exponential, + retry_if_not_exception_type, + wait_chain, + wait_none, +) +import importlib.metadata as metadata + +if metadata.version("openai") < "1.0": + from openai.error import AuthenticationError, PermissionError, InvalidRequestError + + RETRY_ERRORS = ( + AuthenticationError, + PermissionError, + InvalidRequestError, + AssertionError, + ) + + @retry( + retry=retry_if_not_exception_type(RETRY_ERRORS), + stop=stop_after_attempt(CONFIG.max_retry_times + 3), + wait=wait_chain( + *[wait_none() for _ in range(3)] + [wait_exponential(min=61, max=293)] + ), + reraise=True, + ) + def chatcompletion_request(**kwargs): + """Handle operation of OpenAI chat completion. + + This function operates OpenAI chat completion with provided + arguments. It gets the model name, applies a JSON web token, if the + response indicates the context length has been exceeded, it attempts + to get a higher-capacity language model if it exists in the configuration + and reattempts the operation. Otherwise, it will raise an error message. + + Args: + **kwargs: Variable length argument list including (model:str, etc.). + + Returns: + dict: chat completion response. + + Raises: + InvalidRequestError: If any error occurs during chat completion operation or + context length limit exceeded and no fallback models available. + """ + model_name = get_model_name( + kwargs.pop("model", CONFIG.default_completion_kwargs["model"]) + ) + logger.debug("chatcompletion: using " + model_name) + chatcompletion_kwargs = get_apiconfig_by_model(model_name) + chatcompletion_kwargs.update(kwargs) -def chatcompletion_request(**kwargs): - """Handle operation of OpenAI chat completion. - - This function operates OpenAI chat completion with provided - arguments. It gets the model name, applies a JSON web token, if the - response indicates the context length has been exceeded, it attempts - to get a higher-capacity language model if it exists in the configuration - and reattempts the operation. Otherwise, it will raise an error message. - - Args: - **kwargs: Variable length argument list including (model:str, etc.). - - Returns: - dict: chat completion response. - - Raises: - InvalidRequestError: If any error occurs during chat completion operation or - context length limit exceeded and no fallback models available. - """ - model_name = get_model_name(kwargs.pop('model', CONFIG.default_completion_kwargs['model'])) - logger.debug("chatcompletion: using " + model_name) - chatcompletion_kwargs = get_apiconfig_by_model(model_name) - chatcompletion_kwargs.update(kwargs) - - try: - response = openai.ChatCompletion.create(**chatcompletion_kwargs) - response = json.loads(str(response)) - if response['choices'][0]['finish_reason'] == 'length': - raise InvalidRequestError('maximum context length exceeded', None) - except InvalidRequestError as e: - if 'maximum context length' in e._message: - if model_name == 'gpt-4': - if 'gpt-4-32k' in CONFIG.api_keys: - model_name = 'gpt-4-32k' + try: + response = openai.ChatCompletion.create(**chatcompletion_kwargs) + response = json.loads(str(response)) + if response["choices"][0]["finish_reason"] == "length": + raise InvalidRequestError("maximum context length exceeded", None) + except InvalidRequestError as e: + if "maximum context length" in e._message: + if model_name == "gpt-4": + if "gpt-4-32k" in CONFIG.api_keys: + model_name = "gpt-4-32k" + else: + model_name = "gpt-3.5-turbo-16k" + elif model_name == "gpt-3.5-turbo": + model_name = "gpt-3.5-turbo-16k" else: - model_name = 'gpt-3.5-turbo-16k' - elif model_name == 'gpt-3.5-turbo': - model_name = 'gpt-3.5-turbo-16k' + raise e + print("max context length reached, retrying with " + model_name) + chatcompletion_kwargs = get_apiconfig_by_model(model_name) + chatcompletion_kwargs.update(kwargs) + chatcompletion_kwargs.pop("schema_error_retry", None) + + response = openai.ChatCompletion.create(**chatcompletion_kwargs) + response = json.loads(str(response)) else: raise e - print("max context length reached, retrying with " + model_name) - chatcompletion_kwargs = get_apiconfig_by_model(model_name) + + return response + +else: + from openai import AuthenticationError, PermissionDeniedError, BadRequestError + + RETRY_ERRORS = ( + AuthenticationError, + PermissionDeniedError, + BadRequestError, + AssertionError, + ) + + @retry( + retry=retry_if_not_exception_type(RETRY_ERRORS), + stop=stop_after_attempt(CONFIG.max_retry_times + 3), + wait=wait_chain( + *[wait_none() for _ in range(3)] + [wait_exponential(min=61, max=293)] + ), + reraise=True, + ) + def chatcompletion_request(**kwargs): + """Handle operation of OpenAI v1.x.x chat completion. + + This function operates OpenAI v1.x.x chat completion with provided + arguments. It gets the model name, applies a JSON web token, if the + response indicates the context length has been exceeded, it attempts + to get a higher-capacity language model if it exists in the configuration + and reattempts the operation. Otherwise, it will raise an error message. + + Args: + **kwargs: Variable length argument list including (model:str, etc.). + + Returns: + response (dict): A dictionary containing the response from the Chat API. + The structure of the dictionary is based on the API response format. + + Raises: + BadRequestError: If any error occurs during chat completion operation or + context length limit exceeded and no fallback models available. + """ + model_name = get_model_name( + kwargs.pop("model", CONFIG.default_completion_kwargs["model"]) + ) + logger.debug("chatcompletion: using " + model_name) + chatcompletion_kwargs = get_apiconfig_by_model(model_name) + + request_timeout = kwargs.pop("request_timeout", 60) + if "azure_endpoint" in chatcompletion_kwargs: + azure_endpoint = chatcompletion_kwargs.pop("azure_endpoint", None) + api_version = chatcompletion_kwargs.pop("api_version", None) + api_key = chatcompletion_kwargs.pop("api_key", None) chatcompletion_kwargs.update(kwargs) - chatcompletion_kwargs.pop('schema_error_retry', None) - - response = openai.ChatCompletion.create(**chatcompletion_kwargs) - response = json.loads(str(response)) + client = openai.AzureOpenAI( + api_key=api_key, azure_endpoint=azure_endpoint, api_version=api_version, timeout=request_timeout + ) else: - raise e - - return response \ No newline at end of file + if "base_url" in chatcompletion_kwargs: + base_url = chatcompletion_kwargs.pop("base_url", None) + else: + base_url = chatcompletion_kwargs.pop("api_base", None) + api_key = chatcompletion_kwargs.pop("api_key", None) + chatcompletion_kwargs.update(kwargs) + client = openai.OpenAI( + api_key=api_key, base_url=base_url, timeout=request_timeout + ) + try: + completions = client.chat.completions.create(**chatcompletion_kwargs) + response = completions.model_dump() + if response["choices"][0]["finish_reason"] == "length": + raise BadRequestError( + message="maximum context length exceeded", response=None, body=None + ) + + except BadRequestError as e: + if "maximum context length" in e.message: + if model_name == "gpt-4" and "gpt-4-32k" in CONFIG.api_keys: + model_name = "gpt-4-32k" + else: + model_name = "gpt-3.5-turbo-16k" + + print(f"max context length reached, retrying with {model_name}") + chatcompletion_kwargs = get_apiconfig_by_model(model_name) + request_timeout = kwargs.pop("request_timeout", 60) + if "base_url" in chatcompletion_kwargs: + base_url = chatcompletion_kwargs.pop("base_url", None) + else: + base_url = chatcompletion_kwargs.pop("api_base", None) + api_key = chatcompletion_kwargs.pop("api_key", None) + chatcompletion_kwargs.update(kwargs) + chatcompletion_kwargs.pop("schema_error_retry", None) + completions = client.chat.completions.create(**chatcompletion_kwargs) + response = completions.model_dump() + else: + raise e + + return response + + diff --git a/XAgent/ai_functions/request/xagent.py b/XAgent/ai_functions/request/xagent.py index b36ae89..d083494 100644 --- a/XAgent/ai_functions/request/xagent.py +++ b/XAgent/ai_functions/request/xagent.py @@ -1,47 +1,32 @@ - -import json -import openai - -from openai.error import InvalidRequestError - from XAgent.logs import logger -from XAgent.config import CONFIG, get_apiconfig_by_model, get_model_name +from XAgent.config import CONFIG,get_apiconfig_by_model,get_model_name +import requests +import traceback def chatcompletion_request(**kwargs): - """ - Performs a chat completion request to OpenAI's Chat Model taking - optional arguments as parameters to customize the request. - - It expects the necessary parameters to be passed in the kwargs to create - a chat completion. By default, it uses the model specified in the CONFIG. - If the context length is exceeded, the function throws an 'InvalidRequestError'. - - Args: - **kwargs (dict): The dictionary of parameters passed to the - `openai.ChatCompletion.create` method. The parameters can be any valid - input parameters accepted by this method. A 'model' key is expected - in kwargs. If it exists, it is used, else the model defined in - CONFIG is used. - - Returns: - dict: response from the `openai.ChatCompletion.create` method. - - Raises: - InvalidRequestError: If the context length is exceeded or - any other request error occurs during the process. - """ - model_name = get_model_name(kwargs.pop('model', CONFIG.default_completion_kwargs['model'])) + # logger.info(f"xagent received {json.dumps(kwargs)}") + model_name = get_model_name(kwargs.pop('model',CONFIG.default_completion_kwargs['model'])) logger.debug("chatcompletion: using " + model_name) chatcompletion_kwargs = get_apiconfig_by_model(model_name) chatcompletion_kwargs.update(kwargs) - - try: - response = openai.ChatCompletion.create(**chatcompletion_kwargs) - response = json.loads(str(response)) - if response['choices'][0]['finish_reason'] == 'length': - raise InvalidRequestError('maximum context length exceeded', None) - except InvalidRequestError as e: - raise e - + + response = requests.post( + chatcompletion_kwargs.get("api_base","http://127.0.0.1:8000/chat/completions"), + headers={"accept": "application/json", "Content-Type": "application/json"}, + json={ + "model": model_name, + "repetition_penalty": chatcompletion_kwargs.get("repetition_penalty", 1.2), + "temperature": chatcompletion_kwargs.get("temperature", 0.8), + "top_p":chatcompletion_kwargs.get("top_p", 1.0), + "frequency_penalty":chatcompletion_kwargs.get("frequency_penalty",0.5), + "presence_penalty":chatcompletion_kwargs.get("presence_penalty", 0.0), + "max_tokens":chatcompletion_kwargs.get("max_tokens", 4096), + "messages": chatcompletion_kwargs.get("messages", []), + "arguments": chatcompletion_kwargs.get("arguments", {}), + "functions": chatcompletion_kwargs.get("functions", []), + "function_call": chatcompletion_kwargs.get("function_call", {}), + } + ).json() + return response diff --git a/XAgent/config.py b/XAgent/config.py index 01d801c..c4d6223 100644 --- a/XAgent/config.py +++ b/XAgent/config.py @@ -3,6 +3,7 @@ import yaml from copy import deepcopy + class XAgentConfig(dict): """ A dictionary-like configuration class with attribute-style access. @@ -10,6 +11,7 @@ class XAgentConfig(dict): Inherited from dictionary, this class provides methods for accessing and modifying dictionary items using attributes and methods. """ + def __init__(self, *args, **kwargs): """ Initialize class instance. @@ -75,7 +77,7 @@ def to_dict(self, safe=False): """ if safe: right_value = deepcopy(self) - right_value.pop("api_keys","") + right_value.pop("api_keys", "") return right_value else: return self @@ -91,12 +93,14 @@ def reload(self, config_file='assets/config.yml'): """ config_file = os.getenv('CONFIG_FILE', config_file) print('---config file---\n'+str(config_file)) - self.__init__(**yaml.load(open(config_file, 'r'), Loader=yaml.FullLoader)) + self.__init__( + **yaml.load(open(config_file, 'r'), Loader=yaml.FullLoader)) # check environment variables - self['selfhost_toolserver_url'] = os.getenv('TOOLSERVER_URL', self['selfhost_toolserver_url']) + self['selfhost_toolserver_url'] = os.getenv( + 'TOOLSERVER_URL', self['selfhost_toolserver_url']) print('---args---\n'+str(ARGS)) self.update(ARGS) - + @staticmethod def get_default_config(config_file='assets/config.yml'): """ @@ -116,10 +120,12 @@ def get_default_config(config_file='assets/config.yml'): cfg = {} return XAgentConfig(**cfg) + CONFIG = XAgentConfig.get_default_config() ARGS = {} -def get_model_name(model_name:str=None): + +def get_model_name(model_name: str = None): """ Get the normalized model name for a given input model name. @@ -143,7 +149,7 @@ def get_model_name(model_name:str=None): normalized_model_name = 'gpt-4-32k' case 'gpt-3.5-turbo-16k': normalized_model_name = 'gpt-3.5-turbo-16k' - + case 'gpt4': normalized_model_name = 'gpt-4' case 'gpt4-32': @@ -157,6 +163,7 @@ def get_model_name(model_name:str=None): return normalized_model_name + def get_apiconfig_by_model(model_name: str) -> dict: """ Get API configuration for a model by its name. @@ -172,5 +179,6 @@ def get_apiconfig_by_model(model_name: str) -> dict: """ normalized_model_name = get_model_name(model_name) apiconfig = deepcopy(CONFIG.api_keys[normalized_model_name][0]) - CONFIG.api_keys[normalized_model_name].append(CONFIG.api_keys[normalized_model_name].pop(0)) + CONFIG.api_keys[normalized_model_name].append( + CONFIG.api_keys[normalized_model_name].pop(0)) return apiconfig diff --git a/XAgent/core.py b/XAgent/core.py new file mode 100644 index 0000000..2c780c4 --- /dev/null +++ b/XAgent/core.py @@ -0,0 +1,217 @@ +"""XAgent Core Components""" + + +import abc +from datetime import datetime +import os +from XAgent.agent.dispatcher import XAgentDispatcher +from XAgent.agent import PlanGenerateAgent, PlanRefineAgent, ToolAgent, ReflectAgent +from XAgent.vector_db import VectorDBInterface +from XAgent.workflow.base_query import AutoGPTQuery, BaseQuery +from XAgent.workflow.working_memory import WorkingMemoryAgent +from XAgentServer.application.core.envs import XAgentServerEnv +from XAgentServer.interaction import XAgentInteraction + +from XAgentServer.loggers.logs import Logger +from XAgent.function_handler import FunctionHandler +from XAgent.toolserver_interface import ToolServerInterface +from XAgent.recorder import RunningRecoder + + + +class XAgentParam(metaclass=abc.ABCMeta): + """ + XAgent Param + """ + def __init__(self, + config = None, + query: BaseQuery = None, + newly_created: bool = True) -> None: + self.config = config + self.query = query + self.newly_created = newly_created + + def build_query(self, query: dict): + """ + build query + """ + self.query = AutoGPTQuery(**query) + + def build_config(self, config): + """ + build config + """ + self.config = config + + + +class XAgentCoreComponents(metaclass=abc.ABCMeta): + """ + XAgent 核心组件集 / XAgent Core Components + Components: + logger: 日志 / logger + recorder: 运行记录 / running recorder + toolserver_interface: 工具服务接口 / tool server interface + function_handler: 功能处理器 / function handler + working_memory_function: 工作记忆 / working memory + agent_dispatcher: 代理调度器 / agent dispatcher + vector_db_interface: 向量数据库接口 / vector db interface + interaction: 交互 / interaction + + + 组件集中的所有组件全局唯一 / all components in the component set are globally unique + + """ + + global_recorder = None + + def __init__(self) -> None: + self.interaction = None + self.logger = None + self.recorder = None + self.toolserver_interface = None + self.function_handler = None + self.tool_functions_description_list = [] + self.function_list = [] + self.working_memory_function = None + self.agent_dispatcher = None + self.vector_db_interface = None + self.base_dir = "" + self.extract_dir = "" + self.available_agents = [ + PlanGenerateAgent, + PlanRefineAgent, + ToolAgent, + ReflectAgent, + ] + + def register_interaction(self, + interaction: XAgentInteraction): + """ + register an interaction to the core components + """ + self.interaction = interaction + + def register_logger(self): + """ + register a logger to the core components + """ + self.base_dir = os.path.join( + os.path.join(XAgentServerEnv.base_dir, + "localstorage", + "interact_records"), + datetime.now().strftime("%Y-%m-%d"), + self.interaction.base.interaction_id) + if not os.path.exists(self.base_dir): + os.makedirs(self.base_dir, exist_ok=True) + + self.extract_dir = os.path.join(self.base_dir, "workspace") + if not os.path.exists(self.extract_dir): + os.makedirs(self.extract_dir, exist_ok=True) + + self.logger = Logger(log_dir=self.base_dir, + log_file=f"{self.interaction.base.interaction_id}.log") + + def resister_recorder(self, param: XAgentParam): + """ + register a recorder to the core components + """ + self.recorder = RunningRecoder( + record_id=self.interaction.base.interaction_id, + newly_start=param.newly_created, + root_dir=self.base_dir + ) + if param.newly_created: + self.recorder.regist_query(param.query) + self.recorder.regist_config(param.config) + else: + self.recorder.load_from_db(self.interaction.base.recorder_root_dir) + self.recorder.regist_query(param.query) + self.recorder.regist_config(param.config) + + XAgentCoreComponents.global_recorder = self.recorder + + def register_toolserver_interface(self, param: XAgentParam): + """ + register a tool server interface to the core components + """ + self.logger.info("register tool server interface") + self.toolserver_interface = ToolServerInterface(self.recorder) + self.logger.info("lazy init tool server interface") + self.toolserver_interface.lazy_init(config=param.config) + # to download all files + self.interaction.register_toolserver_interface(self.toolserver_interface) + + def register_function_handler(self, config): + """ + register a function handler to the core components + """ + self.logger.info("register function handler") + self.function_handler = FunctionHandler( + toolserver_interface=self.toolserver_interface, + config=config, + interaction=self.interaction, + recorder=self.recorder) + + def register_working_memory_function(self): + """ + register a working memory agent to the core components + """ + # working memory function is used for + # communication between different agents that handle different subtasks + self.logger.info("register working memory function") + self.working_memory_function = WorkingMemoryAgent.get_working_memory_function() + + def register_agent_dispatcher(self, param: XAgentParam): + """ + register a agent dispatcher to the core components + """ + self.logger.info("register agent dispatcher") + self.agent_dispatcher = XAgentDispatcher(param.config, enable=False) + for agent in self.available_agents: + self.agent_dispatcher.regist_agent(agent) + + def register_vector_db_interface(self): + """ + register a vector db interface to the core components + """ + # self.vector_db_interface = VectorDBInterface() + pass + + def register_all(self, param: XAgentParam, interaction: XAgentInteraction): + """ + register all components to the core components + """ + self.register_interaction(interaction) + self.register_logger() + self.resister_recorder(param) + self.register_toolserver_interface(param) + self.register_function_handler(param.config) + self.register_working_memory_function() + self.register_agent_dispatcher(param=param) + self.register_vector_db_interface() + + def build(self, param: XAgentParam, interaction: XAgentInteraction): + """ + start all components + """ + self.register_all(param, interaction) + self.logger.info("build all components, done!") + + + subtask_functions, self.tool_functions_description_list = self.function_handler.get_functions(param.config) + self.function_list = subtask_functions + self.working_memory_function + + + def start(self): + """ + start all components + """ + self.logger.info("start all components") + + def close(self): + """ + close all components + """ + self.toolserver_interface.download_all_files() + self.toolserver_interface.close() diff --git a/XAgent/function_handler.py b/XAgent/function_handler.py new file mode 100644 index 0000000..1d21348 --- /dev/null +++ b/XAgent/function_handler.py @@ -0,0 +1,355 @@ +import abc +import os +import time +import base64 +import uuid +import json5 as json +import requests + +from typing import List +from colorama import Fore, Style +from concurrent.futures import ThreadPoolExecutor + +from XAgent.logs import logger +from XAgent.data_structure.node import ToolNode +from XAgent.toolserver_interface import ToolServerInterface +from XAgent.utils import ToolCallStatusCode +from XAgent.ai_functions import function_manager +from XAgent.recorder import RunningRecoder +from XAgentServer.interaction import XAgentInteraction + + +class FunctionHandler(): + """ + The handler for functions. + """ + + def __init__(self, + toolserver_interface: ToolServerInterface, + config, + interaction: XAgentInteraction, + recorder: RunningRecoder): + + self.toolserver_interface = toolserver_interface + self.config = config + self.interaction = interaction + self.recorder = recorder + self.subtask_submit_function = function_manager.get_function_schema( + 'subtask_submit') + + # TODO: support more complex versions of human help, like collaborative debugging. + self.ask_human_for_help_function = function_manager.get_function_schema( + 'ask_human_for_help') + self.human_interruption_function = function_manager.get_function_schema( + 'human_interruption') + + self.avaliable_tools_description_list = [] + + def log_task_submit(self, arguments): + """ + Log the task submission. + + Args: + arguments: The arguments of the task submission. + """ + logger.typewriter_log( + f"-=-=-=-=-=-=-= SUBTASK SUBMITTED -=-=-=-=-=-=-=", + Fore.YELLOW, + "", + ) + logger.typewriter_log( + f"submit_type:", Fore.YELLOW, f"{arguments['submit_type']}" + ) + logger.typewriter_log( + f"success:", Fore.YELLOW, f"{arguments['result']['success']}" + ) + logger.typewriter_log( + f"conclusion:", Fore.YELLOW, f"{arguments['result']['conclusion']}" + ) + if "milestones" in arguments["result"].keys(): + logger.typewriter_log( + f"milestones:", Fore.YELLOW + ) + for milestone in arguments["result"]["milestones"]: + line = milestone.lstrip("- ") + logger.typewriter_log("- ", Fore.GREEN, line.strip()) + logger.typewriter_log( + f"need_for_plan_refine:", Fore.YELLOW, f"{arguments['suggestions_for_latter_subtasks_plan']['need_for_plan_refine']}" + ) + logger.typewriter_log( + f"plan_suggestions:", Fore.YELLOW, f"{arguments['suggestions_for_latter_subtasks_plan']['reason']}" + ) + + def change_subtask_handle_function_enum(self, function_name_list: List[str]): + """ + Change the subtask handling function enumeration. + + Args: + function_name_list: The list of function names. + """ + match self.config.default_request_type: + case 'openai': + self.subtask_handle_function = function_manager.get_function_schema( + 'subtask_handle') + self.subtask_handle_function["parameters"]["properties"]["tool_call"][ + "properties"]["tool_name"]["enum"] = function_name_list + case 'xagent': + pass + case _: + raise NotImplementedError( + f"Request type {self.config.default_request_type} not implemented") + + def intrinsic_tools(self, enable_ask_human_for_help): + """ + Get the intrinsic tools. + + Args: + enable_ask_human_for_help: Whether to enable the ask_human_for_help function. + + Returns: + The intrinsic tools. + """ + tools = [self.subtask_submit_function,] + if enable_ask_human_for_help: + tools.append(self.ask_human_for_help_function) + tools.extend(self.avaliable_tools_description_list) + return tools + + def get_functions(self, config): + """ + Get the functions. + + Args: + config: The configuration for the functions. + + Returns: + The intrinsic tools and the description of the tools. + """ + output = self.toolserver_interface.get_available_tools() + + available_tools: list = output['available_tools'] + openai_function_jsons: dict = output['tools_json'] + + black_list = set(config.tool_blacklist) + for item in black_list: + try: + available_tools.remove(item) + except ValueError: + pass + openai_function_jsons = [ + openai_function_json for openai_function_json in openai_function_jsons if openai_function_json['name'] not in black_list] + + self.tool_names = available_tools + self.change_subtask_handle_function_enum(available_tools) + self.avaliable_tools_description_list = openai_function_jsons + for tool_json in openai_function_jsons: + function_manager.register_function(tool_json) + return self.intrinsic_tools(config.enable_ask_human_for_help), self.avaliable_tools_description_list + + def long_result_summary(self, command: dict, result): + """ + Summarize the long result. + + Args: + command (dict): The command. + result: The result. + + Returns: + The summarized result. + """ + if command['name'] == 'WebEnv_browse_website': + if not isinstance(result, str): + result = str(result) + result = function_manager( + 'parse_web_text', webpage=result[:8096], prompt=command['arguments']['goals_to_browse']) + result['useful_hyperlinks'] = result['useful_hyperlinks'][:3] + if command['name'] == 'WebEnv_search_and_browse': + with ThreadPoolExecutor(max_workers=len(result)) as pool: + f = [] + for ret in result: + f.append(pool.submit(function_manager, 'parse_web_text', + webpage=ret['page'][:8096], prompt=command['arguments']['goals_to_browse'])) + for ret, thd in zip(result, f): + ret['page'] = thd.result() + ret['page']['useful_hyperlinks'] = ret['page']['useful_hyperlinks'][:3] + + if isinstance(result, str) and len(result) > 2000: + # need to summarize + pass + return result + + def handle_tool_call(self, node: ToolNode): + """ + Handle the tool call. + + Args: + node (ToolNode): The tool node. + + Returns: + The result, tool output status code, whether to refine the plan, and the tools used. + """ + plan_refine = False + command_name = node.data["command"]["properties"]["name"] + arguments = node.data["command"]["properties"]["args"] + + logger.typewriter_log( + "NEXT ACTION: ", + Fore.CYAN, + f"COMMAND: {Fore.CYAN}{command_name}{Style.RESET_ALL} \n" + f"ARGUMENTS: \n{Fore.CYAN}{arguments}{Style.RESET_ALL}", + ) + + if command_name == "subtask_submit": + plan_refine, tool_output_status_code, command_result, = self.handle_subtask_submit( + arguments) + elif command_name == "ask_human_for_help": + plan_refine, tool_output_status_code, command_result, = self.handle_human_help( + arguments) + elif command_name == "human_interruption": + assert False, "Never call this function" + elif command_name == '' or command_name is None: + command_result = '' + tool_output_status_code = ToolCallStatusCode.TOOL_CALL_SUCCESS + else: + command_result, tool_output_status_code, = self.toolserver_interface.execute_command_client( + command_name, + arguments, + # input_hash_id, + ) + # retry to get the result + MAX_RETRY = 10 + retry_time = 0 + while retry_time < MAX_RETRY and tool_output_status_code == ToolCallStatusCode.TIMEOUT_ERROR and isinstance(command_result['detail'], dict) and 'type' in command_result['detail'] and command_result['detail']['type'] == 'retry': + time.sleep(3) + retry_time += 1 + command_result, tool_output_status_code, = self.toolserver_interface.execute_command_client( + command_result['detail']['next_calling'], + command_result['detail']['arguments'], + ) + + if tool_output_status_code == ToolCallStatusCode.TIMEOUT_ERROR and retry_time == MAX_RETRY: + command_result = "Timeout and no content returned! Please check the content you submit!" + + if tool_output_status_code == ToolCallStatusCode.TOOL_CALL_SUCCESS: + command_result = self.long_result_summary( + {'name': command_name, 'arguments': arguments}, command_result) + + result = f"Command {command_name} returned: " + f"{command_result}" + + node.data["tool_output"] = command_result + node.data["tool_status_code"] = tool_output_status_code + + # node.workspace_hash_id = output_hash_id + if result is not None: + node.history.add("system", result, "action_result") + logger.typewriter_log("SYSTEM: ", Fore.YELLOW, result) + else: + node.history.add( + "system", "Unable to execute command", "action_result") + logger.typewriter_log( + "SYSTEM: ", Fore.YELLOW, "Unable to execute command" + ) + + if tool_output_status_code == ToolCallStatusCode.TOOL_CALL_SUCCESS: + color = Fore.GREEN + elif tool_output_status_code == ToolCallStatusCode.SUBMIT_AS_SUCCESS: + color = Fore.YELLOW + elif tool_output_status_code == ToolCallStatusCode.SUBMIT_AS_FAILED: + color = Fore.BLUE + else: + color = Fore.RED + + logger.typewriter_log( + "TOOL STATUS CODE: ", Fore.YELLOW, f"{color}{tool_output_status_code.name}{Style.RESET_ALL}" + ) + + self.recorder.regist_tool_call( + tool_name=command_name, + tool_input=arguments, + tool_output=command_result, + tool_status_code=tool_output_status_code.name, + thought_data={ + "thought": node.data["thoughts"], "content": node.data["content"]}, + ) + + using_tools = { + "tool_name": command_name, + "tool_input": arguments, + "tool_output": command_result, + "tool_status_code": tool_output_status_code.name, + "thought_data": {"thought": node.data["thoughts"], "content": node.data["content"]} + } + + if tool_output_status_code in [ToolCallStatusCode.SUBMIT_AS_SUCCESS, ToolCallStatusCode.SUBMIT_AS_FAILED]: + self.log_task_submit(arguments) + + return result, tool_output_status_code, plan_refine, using_tools + + def handle_subtask_submit(self, arguments): + """ + Handle the subtask submission. + + Args: + arguments: The arguments of the subtask submission. + + Returns: + bool: Whether to refine the plan. + The tool output status code. + The result. + """ + plan_refine = False + if arguments["result"]["success"]: + tool_output_status_code = ToolCallStatusCode.SUBMIT_AS_SUCCESS + else: + tool_output_status_code = ToolCallStatusCode.SUBMIT_AS_FAILED + if arguments["suggestions_for_latter_subtasks_plan"]["need_for_plan_refine"]: + plan_refine = True + answer = { + "content": f"you have successfully submit the subtask as {arguments['submit_type']}" + } + command_result = json.dumps(answer, ensure_ascii=False) + + return plan_refine, tool_output_status_code, command_result + + def handle_human_help(self, arguments): + """ + Handle the ask for human help. + + Args: + arguments: The arguments for asking human help. + + Returns: + bool: Whether to refine the plan. + The tool output status code. + The result. + """ + logger.typewriter_log( + "ASK For Human Help", + Fore.RED, + "You must give some suggestions, please type in your feedback and then press 'Enter' to send and continue the loop" + ) + url = "ask_human" + payload = arguments + tool_cache = self.recorder.query_tool_server_cache( + url=url, payload=payload) + if tool_cache != None: + command_result = tool_cache["tool_output"] + status_code = tool_cache["response_status_code"] + else: + prompt = "ASK For Human Help: \n You must give some suggestions, \ + please type in your feedback and then press 'Enter' \ + to send and continue the loop." + human_suggestion = self.interaction.ask_for_human_help( + prompt) + command_result = json.dumps( + {"output": f"{human_suggestion}"}, ensure_ascii=False) + status_code = "human has no status :)" + self.recorder.regist_tool_server( + url=url, + payload=payload, + tool_output=command_result, + response_status_code=status_code, + ) + + plan_refine = False + return plan_refine, ToolCallStatusCode.TOOL_CALL_SUCCESS, command_result diff --git a/XAgent/global_vars.py b/XAgent/global_vars.py index 9a5880b..34b2126 100644 --- a/XAgent/global_vars.py +++ b/XAgent/global_vars.py @@ -1,7 +1,7 @@ # Importing necessary modules # from XAgent.workflow.working_memory import WorkingMemoryAgent -from XAgent.agent.dispatcher import agent_dispatcher +# from XAgent.agent.dispatcher import agent_dispatcher # from XAgent.vector_db import VectorDBInterface # from XAgent.running_recorder import RunningRecoder from XAgent.config import CONFIG as config diff --git a/XAgent/inner_loop_search_algorithms/ReACT.py b/XAgent/inner_loop_search_algorithms/ReACT.py index 2bd98bb..acd8665 100644 --- a/XAgent/inner_loop_search_algorithms/ReACT.py +++ b/XAgent/inner_loop_search_algorithms/ReACT.py @@ -1,25 +1,22 @@ import json -from copy import deepcopy from colorama import Fore from XAgent.config import CONFIG from XAgent.agent.base_agent import BaseAgent -from XAgent.agent.summarize import summarize_action,summarize_plan,clip_text,get_token_nums +from XAgent.agent.summarize import summarize_action, summarize_plan, clip_text +from XAgent.core import XAgentCoreComponents from XAgent.data_structure.node import ToolNode from XAgent.data_structure.tree import TaskSearchTree from XAgent.inner_loop_search_algorithms.base_search import BaseSearchMethod from XAgent.logs import logger, print_assistant_thoughts from XAgent.message_history import Message -from XAgent.tool_call_handle import function_handler, toolserver_interface from XAgent.utils import SearchMethodStatusCode, ToolCallStatusCode -from XAgent.data_structure.plan import Plan -from XAgent.ai_functions import function_manager NOW_SUBTASK_PROMPT = ''' ''' -def make_message(now_node: ToolNode, task_handler, max_length, config): +def make_message(now_node: ToolNode, max_length, config, now_dealing_task): """ Function to generate messages for each node. @@ -33,13 +30,13 @@ def make_message(now_node: ToolNode, task_handler, max_length, config): The sequence of messages for the current node. """ - + if CONFIG.enable_summary: terminal_task_info = summarize_plan( - task_handler.now_dealing_task.to_json()) + now_dealing_task.to_json()) else: terminal_task_info = json.dumps( - task_handler.now_dealing_task.to_json(), indent=2, ensure_ascii=False) + now_dealing_task.to_json(), indent=2, ensure_ascii=False) message_sequence = [] @@ -61,9 +58,10 @@ class ReACTChainSearch(BaseSearchMethod): """ Class for ReACT chain search. It performs chain based searches for tasks. """ - - def __init__(self): + + def __init__(self, xagent_core_components: XAgentCoreComponents): """ + xagent_core_components: XAgentCoreComponents object, used to initialize ReACTChainSearch object Initializes ReACTChainSearch object. It maintains a list of trees to represent the processed tasks. """ @@ -71,14 +69,26 @@ def __init__(self): self.tree_list = [] - async def run_async(self, config, agent: BaseAgent, task_handler, arguments, functions, task_id, max_try=1, max_answer=1): + self.finish_node = None + + self.xagent_core_components = xagent_core_components + + def run(self, + config, + agent: BaseAgent, + arguments, + functions, + task_id, + now_dealing_task, + plan_agent, + max_try=1, + max_answer=1): """ Runs the chain search task. Args: config: Configuration for the search. agent: Base agent responsible for chain search. - task_handler: Handler of the tasks. arguments: Arguments for the current task to be handled. functions: The available functions for use by agent. task_id: ID of the current task. @@ -90,9 +100,10 @@ async def run_async(self, config, agent: BaseAgent, task_handler, arguments, fun Raises: None """ - + for _attempt_id in range(max_try): - await self.generate_chain_async(config, agent, task_handler, arguments,functions, task_id) + self.generate_chain(config, agent, arguments, + functions, task_id, now_dealing_task, plan_agent) if self.status == SearchMethodStatusCode.HAVE_AT_LEAST_ONE_ANSWER: self.status = SearchMethodStatusCode.SUCCESS @@ -102,7 +113,7 @@ async def run_async(self, config, agent: BaseAgent, task_handler, arguments, fun def get_finish_node(self): """ Function to retrieve the finished node in the task tree. - + Returns: The finished node. """ @@ -114,7 +125,7 @@ def get_origin_data(self, data): Args: data: The initially entered data list. - + Returns: The initially entered data as a dictionary.: """ @@ -186,14 +197,13 @@ def rewrite_input_func(self, old, new): return old, True - async def generate_chain_async(self, config, agent: BaseAgent, task_handler, arguments,functions, task_id): + def generate_chain(self, config, agent: BaseAgent, arguments, functions, task_id, now_dealing_task, plan_agent): """ Run the chain search task. Args: config: Configuration for the search. agent: Base agent responsible for chain search. - task_handler: Handler of the tasks. arguments: Arguments for the current task to be handled. functions: The available functions for use by agent. task_id: ID of the current task. @@ -203,7 +213,7 @@ async def generate_chain_async(self, config, agent: BaseAgent, task_handler, arg Raises: None. """ - + self.tree_list.append(TaskSearchTree()) now_attempt_tree = self.tree_list[-1] now_node = now_attempt_tree.root @@ -215,9 +225,10 @@ async def generate_chain_async(self, config, agent: BaseAgent, task_handler, arg "", ) if now_node.father != None: - if task_handler.interaction.interrupt: + if self.xagent_core_components.interaction.interrupt: can_modify = self.get_origin_data(now_node.data) - receive_data = await task_handler.interaction.auto_receive(can_modify) + receive_data = self.xagent_core_components.interaction.receive( + can_modify) data, rewrite_flag = self.rewrite_input_func( now_node.data, receive_data) now_node.data = data @@ -235,38 +246,38 @@ async def generate_chain_async(self, config, agent: BaseAgent, task_handler, arg ) message_sequence = make_message(now_node=now_node, - task_handler=task_handler, max_length=config.max_subtask_chain_length, - config=config) - + config=config, + now_dealing_task=now_dealing_task) + function_call = None if now_node.get_depth() == config.max_subtask_chain_length - 1: function_call = {"name": "subtask_submit"} - file_archi, _, = toolserver_interface.execute_command_client( - "FileSystemEnv_print_filesys_struture",{"return_root":True}) - file_archi,length = clip_text(file_archi,1000,clip_end=True) - + file_archi, _, = self.xagent_core_components.toolserver_interface.execute_command_client( + "FileSystemEnv_print_filesys_struture", {"return_root": True}) + file_archi, length = clip_text(file_archi, 1000, clip_end=True) + human_prompt = "" if config.enable_ask_human_for_help: human_prompt = "- Use 'ask_human_for_help' when you need help, remember to be specific to your requirement to help user to understand your problem." else: human_prompt = "- Human is not available for help. You are not allowed to ask human for help in any form or channel. Solve the problem by yourself. If information is not enough, try your best to use default value." - all_plan = task_handler.plan_agent.latest_plan.to_json() + all_plan = plan_agent.latest_plan.to_json() if config.enable_summary: all_plan = summarize_plan(all_plan) else: all_plan = json.dumps(all_plan, indent=2, ensure_ascii=False) - + new_message, tokens = agent.parse( placeholders={ "system": { "all_plan": all_plan }, "user": { - "workspace_files":file_archi, - "subtask_id": task_handler.now_dealing_task.get_subtask_id(to_str=True), + "workspace_files": file_archi, + "subtask_id": now_dealing_task.get_subtask_id(to_str=True), "max_length": config.max_subtask_chain_length, "step_num": str(now_node.get_depth()+1), "human_help_prompt": human_prompt, @@ -278,19 +289,19 @@ async def generate_chain_async(self, config, agent: BaseAgent, task_handler, arg additional_messages=message_sequence, additional_insert_index=-1 ) + new_tree_node = agent.message_to_tool_node(new_message) print_data = print_assistant_thoughts( new_tree_node.data, False ) - tool_output, tool_output_status_code, need_for_plan_refine, using_tools = function_handler.handle_tool_call( - new_tree_node, task_handler) + tool_output, tool_output_status_code, need_for_plan_refine, using_tools = self.xagent_core_components.function_handler.handle_tool_call( + new_tree_node) self.need_for_plan_refine = need_for_plan_refine - now_attempt_tree.make_father_relation(now_node, new_tree_node) - - await task_handler.interaction.update_cache(update_data={**print_data, "using_tools": using_tools}, status="inner", current=task_id) + self.xagent_core_components.interaction.insert_data( + data={**print_data, "using_tools": using_tools}, status="inner", current=task_id, is_include_pictures=self.is_include_pictures(using_tools)) now_node = new_tree_node @@ -301,15 +312,28 @@ async def generate_chain_async(self, config, agent: BaseAgent, task_handler, arg elif tool_output_status_code == ToolCallStatusCode.SUBMIT_AS_FAILED: break - self.finish_node = now_node - + self.finish_node = now_node + def to_json(self): """ Placeholder function to convert ReACTChainSearch object to JSON. Currently not implemented. - + Returns: None """ - pass \ No newline at end of file + pass + + def is_include_pictures(self, using_tools): + """判断是否包含png + """ + tool_name = using_tools.get("tool_name", "") if isinstance( + using_tools, dict) else "" + tool_output = using_tools.get( + "tool_output", {}) if isinstance(using_tools, dict) else "" + if tool_name == "PythonNotebook_execute_cell": + for output in tool_output: + if isinstance(output, dict) and 'file_name' in output: + return True + return False diff --git a/XAgent/recorder.py b/XAgent/recorder.py new file mode 100644 index 0000000..59032bd --- /dev/null +++ b/XAgent/recorder.py @@ -0,0 +1,329 @@ +"""XAgent Running Recorder Util""" +from contextlib import contextmanager +import datetime +import os +import time +import json +from colorama import Fore +from XAgent.workflow.base_query import AutoGPTQuery +from XAgent.config import XAgentConfig +from XAgentServer.database.connect import SessionLocal +from XAgentServer.models.recorder import XAgentRunningRecord +from XAgentServer.application.cruds.recorder import RunningRecordCRUD +from XAgentServer.enums.recorder_type import RecorderTypeEnum + + +def dump_common_things(object): + """common""" + if type(object) in [str, int, float, bool]: + return object + if isinstance(object, dict): + return {dump_common_things(key): dump_common_things(value) for key, value in object.items()} + if isinstance(object, list): + return [dump_common_things(cont) for cont in object] + method = getattr(object, 'to_json', None) + if callable(method): + return method() + + +@contextmanager +def get_db(): + """ + Provide a transactional scope around a series of operations. + """ + session = SessionLocal() + try: + yield session + session.commit() + except: + session.rollback() + raise + finally: + session.close() + + +class RunningRecoder(): + """和task对应，负责维护目前的状态，并将经历过的所有事情记录到数据库中. + 1.记录所有agent的交互记录，即输入输出 + 2. + """ + + def __init__(self, record_id: str, newly_start=True, root_dir=None): + self.record_id = record_id + self.record_root_dir = root_dir + if not os.path.exists(self.record_root_dir): + os.makedirs(self.record_root_dir, exist_ok=True) + + self.newly_start = newly_start # 是全新启动的 + self.query = {} + self.config = {} + + self.llm_interface_id = 0 + self.toolserver_interface_id = 0 + + self.tool_call_id = 0 + self.plan_refine_id = 0 + + self.llm_server_cache = [] + self.tool_server_cache = [] + self.tool_call_cache = [] + self.plan_refine_cache = [] + + self.now_subtask_id = None + + def change_now_task(self, new_subtask_id): + """change now task""" + self.now_subtask_id = new_subtask_id + self.tool_call_id = 0 + self.plan_refine_id = 0 + + def generate_record(self, current, node_id, node_type, data): + """generate a recorder""" + return XAgentRunningRecord( + record_id=self.record_id, + current=current, + node_id=node_id, + node_type=node_type, + data=data, + create_time=datetime.datetime.now().strftime("%Y-%m-%d %H:%M:%S"), + update_time=datetime.datetime.now().strftime("%Y-%m-%d %H:%M:%S"), + is_deleted=False, + ) + + def regist_plan_modify(self, + refine_function_name, + refine_function_input, + refine_function_output, + plan_after): + """注册一个plan_refine的记录""" + plan_refine_record = { + "refine_function_name": dump_common_things(refine_function_name), + "refine_function_input": dump_common_things(refine_function_input), + "refine_function_output": dump_common_things(refine_function_output), + "plan_after": dump_common_things(plan_after), + } + record = self.generate_record( + current=self.now_subtask_id, + node_id=self.plan_refine_id, + node_type=RecorderTypeEnum.PLAN_REFINE, + data=plan_refine_record, + ) + with get_db() as db: + RunningRecordCRUD.insert_record(db=db, record=record) + self.plan_refine_id += 1 + + def regist_llm_inout(self, + messages, + functions, + function_call, + model, + stop, + other_args, + output_data): + """注册一个llm_inout的记录""" + llm_inout_record = { + "input": { + "messages": dump_common_things(messages), + "functions": dump_common_things(functions), + "function_call": dump_common_things(function_call), + "model": dump_common_things(model), + "stop": dump_common_things(stop), + "other_args": dump_common_things(other_args), + }, + "output": dump_common_things(output_data), + "llm_interface_id": self.llm_interface_id, + } + record = self.generate_record( + current=self.now_subtask_id, + node_id=self.llm_interface_id, + node_type=RecorderTypeEnum.LLM_INPUT_PAIR, + data=llm_inout_record, + ) + with get_db() as db: + RunningRecordCRUD.insert_record(db=db, record=record) + self.llm_interface_id += 1 + + def query_llm_inout(self, restrict_cache_query, messages, functions, function_call, model, stop, other_args): + """restrict_cache_query: 是否要求llm_interface_id也一样 + + """ + if self.newly_start: + return None + input_data = { + "messages": dump_common_things(messages), + "functions": dump_common_things(functions), + "function_call": dump_common_things(function_call), + "model": dump_common_things(model), + "stop": dump_common_things(stop), + "other_args": dump_common_things(other_args), + } + for cache in self.llm_server_cache: + if input_data == cache["input"]: + if restrict_cache_query and self.llm_interface_id != cache["llm_interface_id"]: + continue + + # import pdb; pdb.set_trace() + return cache["output"] + return None + + def regist_tool_call(self, + tool_name, + tool_input, + tool_output, + tool_status_code, + thought_data=None): + """代管tool server上的所有操作 + """ + tool_record = { + "tool_name": dump_common_things(tool_name), + "tool_input": dump_common_things(tool_input), + "tool_output": dump_common_things(tool_output), + "tool_status_code": dump_common_things(tool_status_code), + } + if thought_data: + tool_record["thought"] = dump_common_things(thought_data) + + record = self.generate_record( + current=self.now_subtask_id, + node_id=self.tool_call_id, + node_type=RecorderTypeEnum.TOOL_CALL, + data=tool_record, + ) + with get_db() as db: + RunningRecordCRUD.insert_record(db=db, record=record) + + self.tool_call_id += 1 + + def regist_tool_server(self, + url, + payload, + tool_output, + response_status_code): + """ + Register tool server. + + Args: + url (str): The url of the server. + payload (Any): The payload for the tool. + tool_output (Any): The output from the tool. + response_status_code (int): The response status code. + """ + tool_record = { + "url": dump_common_things(url.split("/")[-1]), + "payload": dump_common_things(payload), + "response_status_code": dump_common_things(response_status_code), + "tool_output": dump_common_things(tool_output), + } + record = self.generate_record( + current=self.now_subtask_id, + node_id=self.toolserver_interface_id, + node_type=RecorderTypeEnum.TOOL_SERVER_PAIR, + data=tool_record, + ) + with get_db() as db: + RunningRecordCRUD.insert_record(db=db, record=record) + + self.toolserver_interface_id += 1 + + def query_tool_server_cache(self, url, payload): + """query tool server cache""" + if self.newly_start: + return None + + if not self.tool_server_cache: + with get_db() as db: + tool_record = RunningRecordCRUD.get_record_by_type( + db=db, + record_id=self.record_id, + node_id=0, + node_type=RecorderTypeEnum.TOOL_SERVER_PAIR, + ) + + self.tool_server_cache = [json.loads( + record.data) for record in tool_record] + + for cache in self.tool_server_cache: + # import pdb; pdb.set_trace() + if cache["url"] == url.split("/")[-1] \ + and cache["payload"] == dump_common_things(payload): + print(f"get a tool_server response from Record: {cache['tool_output']}") + return cache["tool_output"] + + return None + + def regist_query(self, query): + """记录query的相关信息 + """ + record = self.generate_record( + current=self.now_subtask_id, + node_id=0, + node_type=RecorderTypeEnum.QUERY, + data=query.to_json(), + ) + with get_db() as db: + RunningRecordCRUD.insert_record(db=db, record=record) + + def get_query(self): + """get query from db""" + with get_db() as db: + records = RunningRecordCRUD.get_record_by_type( + db=db, + record_id=self.record_id, + node_id=0, + node_type=RecorderTypeEnum.QUERY, + ) + + self.query = AutoGPTQuery.from_json(records[0].data) + return self.query + + def regist_config(self, config: XAgentConfig): + """记录config的相关信息 + """ + record = self.generate_record( + current=self.now_subtask_id, + node_id=0, + node_type=RecorderTypeEnum.CONFIG, + data=config.to_dict(), + ) + with get_db() as db: + RunningRecordCRUD.insert_record(db=db, record=record) + + def get_config(self): + """get running config from db""" + with get_db() as db: + records = RunningRecordCRUD.get_record_by_type( + db=db, + record_id=self.record_id, + node_id=0, + node_type=RecorderTypeEnum.CONFIG, + ) + return json.loads(records[0].data) + + def load_from_db(self, record_id): + """从本地文件夹加载record，用于后面的直接复现 + """ + + self.newly_start = False + + with get_db() as db: + records = RunningRecordCRUD.get_record_by_type( + db=db, + record_id=record_id + ) + + for record in records: + if record.node_type == RecorderTypeEnum.QUERY: + self.query = AutoGPTQuery.from_json(record.data) + elif record.node_type == RecorderTypeEnum.CONFIG: + self.config = XAgentConfig() + self.config.merge_from_dict(record.data) + elif record.node_type == RecorderTypeEnum.LLM_INPUT_PAIR: + self.llm_server_cache.append(record.data) + elif record.node_type == RecorderTypeEnum.TOOL_SERVER_PAIR: + self.tool_server_cache.append(record.data) + elif record.node_type == RecorderTypeEnum.PLAN_REFINE: + self.plan_refine_cache.append(record.data) + elif record.node_type == RecorderTypeEnum.TOOL_CALL: + self.tool_call_cache.append(record.data) + else: + raise NotImplementedError diff --git a/XAgent/running_recorder.py b/XAgent/running_recorder.py index f05d0d2..8ea1c83 100644 --- a/XAgent/running_recorder.py +++ b/XAgent/running_recorder.py @@ -38,7 +38,7 @@ class RunningRecoder(): Attributes: record_root_dir (str): The root directory of the running records. newly_start (bool): A flag to indicate whether or not a new task has started. - tool_server_interface_id (int): The id of the tool server interface. + toolserver_interface_id (int): The id of the tool server interface. tool_call_id (int): The id of the tool call. plan_refine_id (int): The id of the plan refinement. llm_server_cache (dict): The cache for the llm server. @@ -65,7 +65,7 @@ def __init__(self, record_root_dir="./running_records/"): self.newly_start = True - self.tool_server_interface_id = 0 + self.toolserver_interface_id = 0 self.tool_call_id = 0 self.plan_refine_id = 0 @@ -233,7 +233,7 @@ def regist_tool_server(self, url, payload, tool_output, response_status_code): tool_output (Any): The output from the tool. response_status_code (int): The response status code. """ - with open(os.path.join(self.record_root_dir, "tool_server_pair", f"{self.tool_server_interface_id:05d}.json"),"w",encoding="utf-8",) as writer: + with open(os.path.join(self.record_root_dir, "tool_server_pair", f"{self.toolserver_interface_id:05d}.json"),"w",encoding="utf-8",) as writer: tool_record = { "url": dump_common_things(url.split("/")[-1]), "payload": dump_common_things(payload), @@ -242,7 +242,7 @@ def regist_tool_server(self, url, payload, tool_output, response_status_code): } json.dump(tool_record, writer, indent=2, ensure_ascii=False) - self.tool_server_interface_id += 1 + self.toolserver_interface_id += 1 def query_tool_server_cache(self, url, payload): """ @@ -257,10 +257,10 @@ def query_tool_server_cache(self, url, payload): """ if self.newly_start: return None - if self.tool_server_interface_id >= len(self.tool_server_cache): + if self.toolserver_interface_id >= len(self.tool_server_cache): return None - cache = self.tool_server_cache[self.tool_server_interface_id] + cache = self.tool_server_cache[self.toolserver_interface_id] if cache["url"] == url.split("/")[-1] and cache["payload"] == dump_common_things(payload): logger.typewriter_log( diff --git a/XAgent/summarization_system.py b/XAgent/summarization_system.py index 6dbe23d..6637af0 100644 --- a/XAgent/summarization_system.py +++ b/XAgent/summarization_system.py @@ -2,7 +2,6 @@ from enum import Enum, unique from XAgent.utils import RequiredAbilities -from XAgent.global_vars import agent_dispatcher from XAgent.data_structure.node import Node from XAgent.message_history import Message @@ -174,7 +173,7 @@ def get_summarzation_message_recursive(cls, father_summarize_node: Summarization return message_list - def generate_summary(self, message_list, recursive_mode=True): + def generate_summary(self, message_list, recursive_mode=True, agent_dispatcher=None): """Generates a summary for the given list of messages. Args: diff --git a/XAgent/tool_call_handle.py b/XAgent/tool_call_handle.py deleted file mode 100644 index 4d4aba6..0000000 --- a/XAgent/tool_call_handle.py +++ /dev/null @@ -1,681 +0,0 @@ -import abc -import os -import time -import base64 -import uuid -import json5 as json -import requests - -from typing import List -from colorama import Fore, Style -from concurrent.futures import ThreadPoolExecutor - -from XAgent.config import CONFIG -from XAgent.logs import logger -from XAgent.data_structure.node import ToolNode -from XAgent.utils import ToolCallStatusCode -from XAgent.running_recorder import recorder -from XAgent.ai_functions import function_manager - -def is_wrapped_response(obj: dict) -> bool: - """ - Check if the response object is wrapped. - - Args: - obj (dict): The response object. - - Returns: - bool: True if the response object is wrapped, False otherwise. - """ - if 'type' in obj and obj['type'] in ['simple', 'composite', 'binary'] and 'data' in obj: - return True - return False - -def unwrap_tool_response(obj): - """ - Unwrap the tool response object. - - Args: - obj: The tool response object. - - Returns: - The unwrapped tool response object. - """ - if isinstance(obj, dict): - if is_wrapped_response(obj): - match obj['type']: - case 'simple': - return obj['data'] - case 'binary': - name = obj.get('name', uuid.uuid4().hex) - if obj['media_type'] == 'image/png' and not str(name).endswith('.png'): - name += '.png' - with open(os.path.join('local_workspace', name), 'wb') as f: - f.write(base64.b64decode(obj['data'])) - return { - 'media_type': obj['media_type'], - 'file_name': name - } - case 'composite': - return [unwrap_tool_response(o) for o in obj['data']] - else: - return obj - elif isinstance(obj, (str, int, float, bool, list)): - return obj - elif obj is None: - return None - else: - logger.typewriter_log(f'Unknown type {type(obj)} in unwrap_tool_response', Fore.YELLOW) - return None - - -class ToolServerInterface(): - """ - The interface to communicate with the ToolServer. - """ - - def __init__(self): - pass - - def lazy_init(self, config): - """ - Lazy initialization of the ToolServer interface. - - Args: - config: The configuration for the ToolServer. - - Raises: - NotImplementedError: If trying to use a non-selfhost ToolServer. - """ - self.config = config - if config.use_selfhost_toolserver: - self.url = config.selfhost_toolserver_url - else: - raise NotImplementedError('Please use selfhost toolserver') - logger.typewriter_log("ToolServer connected in", Fore.RED, self.url) - response = requests.post(f'{self.url}/get_cookie',) - self.cookies = response.cookies - - def close(self): - """ - Close the ToolServer session. - """ - requests.post(f'{self.url}/close_session', cookies=self.cookies) - - def upload_file(self, file_path) -> str: - """ - Upload a file to the ToolServer. - - Args: - file_path (str): The path to the file to be uploaded. - - Returns: - str: The response from the ToolServer. - """ - url = f"{self.url}/upload_file" - response = requests.post(url, timeout=10, cookies=self.cookies, - files={'file': open(file_path, 'rb'), 'filename': os.path.basename(file_path)}) - response.raise_for_status() - response = response.json() - return response - - def download_file(self, file_path) -> str: - """ - Download a file from the ToolServer. - - Args: - file_path (str): The path to the file to be downloaded. - - Returns: - str: The save path of the downloaded file. - """ - url = f"{self.url}/download_file" - payload = { - 'file_path': file_path - } - response = requests.post(url, json=payload, timeout=10, cookies=self.cookies,) - response.raise_for_status() - - save_path = os.path.join(recorder.record_root_dir, file_path) - os.makedirs(os.path.dirname(save_path), exist_ok=True) - with open(save_path, 'wb') as f: - f.write(response.content) - return save_path - - def get_workspace_structure(self) -> dict: - """ - Get the structure of the workspace from the ToolServer. - - Returns: - dict: The structure of the workspace. - """ - url = f"{self.url}/get_workspace_structure" - response = requests.post(url, timeout=10, cookies=self.cookies,) - response.raise_for_status() - response = response.json() - return response - - def download_all_files(self): - """ - Download all the files in the workspace from the ToolServer. - - Returns: - str: The save path of the downloaded workspace. - """ - url = f"{self.url}/download_workspace" - response = requests.post(url, cookies=self.cookies,) - response.raise_for_status() - - save_path = os.path.join(recorder.record_root_dir, 'workspace.zip') - os.makedirs(os.path.dirname(save_path), exist_ok=True) - with open(save_path, 'wb') as f: - f.write(response.content) - return save_path - - def get_available_tools(self): - """ - Get the available tools from the ToolServer. - - Returns: - The available tools. - """ - payload = { - } - url = f"{self.url}/get_available_tools" - cache_output = recorder.query_tool_server_cache(url, payload) - try: - if cache_output != None: - - response = cache_output["tool_output"] - status_code = cache_output["response_status_code"] - else: - response = requests.post(url, json=payload, timeout=10, cookies=self.cookies) - status_code = response.status_code - response.raise_for_status() - response = response.json() - if not isinstance(response, dict): - response = json.loads(response) - - recorder.regist_tool_server(url=url, - payload=payload, - tool_output=response, - response_status_code=status_code) - return response - except Exception as e: - raise Exception(f"Error when fetching available tools: {e}") - - def retrieve_rapidapi_tools(self, query: str, top_k: int = 10): - """ - Retrieve RapidAPI tools from the ToolServer. - - Args: - query (str): The query for retrieving tools. - top_k (int, optional): The number of tools to retrieve. Defaults to 10. - - Returns: - The retrieved tools and the description of the tools in JSON format. - """ - url = f"{self.url}/retrieving_tools" - payload = { - "question": query, - "top_k": top_k - } - cache_output = recorder.query_tool_server_cache(url, payload) - try: - if cache_output != None: - response = cache_output["tool_output"] - status_code = cache_output["tool_output_status_code"] - else: - response = requests.post(url, json=payload, timeout=20, cookies=self.cookies) - status_code = response.status_code - response = response.json() - if not isinstance(response, dict): - response = json.loads(response) - recorder.regist_tool_server(url=url, - payload=payload, - tool_output=response, - response_status_code=status_code) - retrieved_tools = response["retrieved_tools"] - tools_json = response["tools_json"] - for tool_json in tools_json: - function_manager.register_function(tool_json) - except Exception as e: - logger.typewriter_log( - "Tool Retrieval Failed, nothing will be retrieved, please fix here.", - Fore.RED, - ) - print(f"Error when retrieving tools: {e}") - print(response) - return None, None - - return retrieved_tools, tools_json - - def get_json_schema_for_tools(self, command_names): - """ - Get the JSON schema for the specified tools from the ToolServer. - - Args: - command_names: The names of the tools. - - Returns: - The JSON schema for the tools. - """ - url = f"{self.url}/get_json_schema_for_tools" - payload = { - "tool_names": command_names - } - cache_output = recorder.query_tool_server_cache(url, payload) - try: - if cache_output != None: - response = cache_output["tool_output"] - status_code = cache_output["tool_output_status_code"] - else: - response = requests.post(url, json=payload, timeout=10, cookies=self.cookies) - status_code = response.status_code - response = response.json() - if not isinstance(response, dict): - try: - response = json.loads(response) - except: - pass - recorder.regist_tool_server(url=url, - payload=payload, - tool_output=response, - response_status_code=status_code) - function_manager.register_function(response) - return response - - except Exception as e: - print(f"Error when fetching openai function jsons: {e}") - return None - - - # @func_set_timeout() - def execute_command_client( - self, - command_name, - arguments={}, - #input_hash_id, - ): - """ - Execute a command on the ToolServer. - - Args: - command_name (str): The name of the command. - arguments (dict, optional): The arguments for the command. Defaults to {}. - input_hash_id: The hash ID of the input. - - Returns: - mixed: The result of the command and the tool output status code. - """ - # return "sorry, the server is not available now", ToolCallStatusCode.SERVER_ERROR, input_hash_id - url = f"{self.url}/execute_tool" - if isinstance(arguments, str): - try: - arguments = json.loads(arguments) - except: - pass - payload = { - "tool_name": command_name, - "arguments": arguments, - # "hash_id": input_hash_id, - } - - cache_output = recorder.query_tool_server_cache(url, payload) - - - if CONFIG['experiment']['redo_action'] or cache_output is None: - response = requests.post(url, json=payload, cookies=self.cookies) - response_status_code = response.status_code - if response.status_code == 200 or response.status_code == 450: - command_result = response.json() - command_result = unwrap_tool_response(command_result) - else: - command_result = response.text - - if cache_output != None: - command_result = cache_output["tool_output"] - response_status_code = cache_output["response_status_code"] - - - recorder.regist_tool_server(url=url, - payload=payload, - tool_output=command_result, - response_status_code=response_status_code) - - # setting tool_output_status_code according to status_code - if response_status_code == 200: - tool_output_status_code = ToolCallStatusCode.TOOL_CALL_SUCCESS - elif response_status_code == 404: - tool_output_status_code = ToolCallStatusCode.HALLUCINATE_NAME - elif response_status_code == 422: - tool_output_status_code = ToolCallStatusCode.FORMAT_ERROR - elif response_status_code == 450: - tool_output_status_code = ToolCallStatusCode.TIMEOUT_ERROR - elif response_status_code == 500: - tool_output_status_code = ToolCallStatusCode.TOOL_CALL_FAILED - elif response_status_code == 503: - tool_output_status_code = ToolCallStatusCode.SERVER_ERROR - raise Exception("Server Error: "+ command_result) - else: - tool_output_status_code = ToolCallStatusCode.OTHER_ERROR - - - - return command_result, tool_output_status_code - - -toolserver_interface = ToolServerInterface() - - -class FunctionHandler(): - """ - The handler for functions. - """ - - def __init__(self): - self.subtask_submit_function = function_manager.get_function_schema('subtask_submit') - - - # TODO: support more complex versions of human help, like collaborative debugging. - self.ask_human_for_help_function = function_manager.get_function_schema('ask_human_for_help') - self.human_interruption_function = function_manager.get_function_schema('human_interruption') - - self.avaliable_tools_description_list = [] - - def log_task_submit(self, arguments): - """ - Log the task submission. - - Args: - arguments: The arguments of the task submission. - """ - logger.typewriter_log( - f"-=-=-=-=-=-=-= SUBTASK SUBMITTED -=-=-=-=-=-=-=", - Fore.YELLOW, - "", - ) - logger.typewriter_log( - f"submit_type:", Fore.YELLOW, f"{arguments['submit_type']}" - ) - logger.typewriter_log( - f"success:", Fore.YELLOW, f"{arguments['result']['success']}" - ) - logger.typewriter_log( - f"conclusion:", Fore.YELLOW, f"{arguments['result']['conclusion']}" - ) - if "milestones" in arguments["result"].keys(): - logger.typewriter_log( - f"milestones:", Fore.YELLOW - ) - for milestone in arguments["result"]["milestones"]: - line = milestone.lstrip("- ") - logger.typewriter_log("- ", Fore.GREEN, line.strip()) - logger.typewriter_log( - f"need_for_plan_refine:", Fore.YELLOW, f"{arguments['suggestions_for_latter_subtasks_plan']['need_for_plan_refine']}" - ) - logger.typewriter_log( - f"plan_suggestions:", Fore.YELLOW, f"{arguments['suggestions_for_latter_subtasks_plan']['reason']}" - ) - - def change_subtask_handle_function_enum(self, function_name_list: List[str]): - """ - Change the subtask handling function enumeration. - - Args: - function_name_list: The list of function names. - """ - match CONFIG.default_request_type: - case 'openai': - self.subtask_handle_function = function_manager.get_function_schema('subtask_handle') - self.subtask_handle_function["parameters"]["properties"]["tool_call"]["properties"]["tool_name"]["enum"] = function_name_list - case 'xagent': - pass - case _: - raise NotImplementedError(f"Request type {self.config.default_request_type} not implemented") - - def intrinsic_tools(self, enable_ask_human_for_help): - """ - Get the intrinsic tools. - - Args: - enable_ask_human_for_help: Whether to enable the ask_human_for_help function. - - Returns: - The intrinsic tools. - """ - tools = [self.subtask_submit_function,] - if enable_ask_human_for_help: - tools.append(self.ask_human_for_help_function) - tools.extend(self.avaliable_tools_description_list) - return tools - - def get_functions(self, config): - """ - Get the functions. - - Args: - config: The configuration for the functions. - - Returns: - The intrinsic tools and the description of the tools. - """ - output = toolserver_interface.get_available_tools() - - available_tools:list = output['available_tools'] - openai_function_jsons:dict = output['tools_json'] - - black_list = set(config.tool_blacklist) - for item in black_list: - try: - available_tools.remove(item) - except ValueError: - pass - openai_function_jsons = [openai_function_json for openai_function_json in openai_function_jsons if openai_function_json['name'] not in black_list] - - self.tool_names = available_tools - self.change_subtask_handle_function_enum(available_tools) - self.avaliable_tools_description_list = openai_function_jsons - for tool_json in openai_function_jsons: - function_manager.register_function(tool_json) - return self.intrinsic_tools(config.enable_ask_human_for_help), self.avaliable_tools_description_list - - def long_result_summary(self, command: dict, result): - """ - Summarize the long result. - - Args: - command (dict): The command. - result: The result. - - Returns: - The summarized result. - """ - if command['name'] == 'WebEnv_browse_website': - if not isinstance(result, str): - result = str(result) - result = function_manager('parse_web_text', webpage=result[:8096], prompt=command['arguments']['goals_to_browse']) - result['useful_hyperlinks'] = result['useful_hyperlinks'][:3] - if command['name'] == 'WebEnv_search_and_browse': - with ThreadPoolExecutor(max_workers=len(result)) as pool: - f = [] - for ret in result: - f.append(pool.submit(function_manager, 'parse_web_text', webpage=ret['page'][:8096], prompt=command['arguments']['goals_to_browse'])) - for ret, thd in zip(result, f): - ret['page'] = thd.result() - ret['page']['useful_hyperlinks'] = ret['page']['useful_hyperlinks'][:3] - - if isinstance(result, str) and len(result) > 2000: - # need to summarize - pass - return result - - def handle_tool_call(self, node: ToolNode, task_handler): - """ - Handle the tool call. - - Args: - node (ToolNode): The tool node. - task_handler: The task handler. - - Returns: - The result, tool output status code, whether to refine the plan, and the tools used. - """ - plan_refine = False - command_name = node.data["command"]["properties"]["name"] - arguments = node.data["command"]["properties"]["args"] - - - logger.typewriter_log( - "NEXT ACTION: ", - Fore.CYAN, - f"COMMAND: {Fore.CYAN}{command_name}{Style.RESET_ALL} \n" - f"ARGUMENTS: \n{Fore.CYAN}{arguments}{Style.RESET_ALL}", - ) - - if command_name == "subtask_submit": - plan_refine, tool_output_status_code, command_result, = self.handle_subtask_submit(arguments) - elif command_name == "ask_human_for_help": - plan_refine, tool_output_status_code, command_result, = self.handle_human_help(arguments) - elif command_name == "human_interruption": - assert False, "Never call this function" - elif command_name == '' or command_name is None: - command_result = '' - tool_output_status_code = ToolCallStatusCode.TOOL_CALL_SUCCESS - else: - command_result, tool_output_status_code, = toolserver_interface.execute_command_client( - command_name, - arguments, - # input_hash_id, - ) - # retry to get the result - MAX_RETRY = 10 - retry_time = 0 - while retry_time < MAX_RETRY and tool_output_status_code == ToolCallStatusCode.TIMEOUT_ERROR and isinstance(command_result['detail'], dict) and 'type' in command_result['detail'] and command_result['detail']['type'] == 'retry': - time.sleep(3) - retry_time += 1 - command_result, tool_output_status_code, = toolserver_interface.execute_command_client( - command_result['detail']['next_calling'], - command_result['detail']['arguments'], - ) - - - if tool_output_status_code == ToolCallStatusCode.TIMEOUT_ERROR and retry_time == MAX_RETRY: - command_result = "Timeout and no content returned! Please check the content you submit!" - - if tool_output_status_code == ToolCallStatusCode.TOOL_CALL_SUCCESS: - command_result = self.long_result_summary({'name': command_name, 'arguments': arguments}, command_result) - - result = f"Command {command_name} returned: " + f"{command_result}" - - node.data["tool_output"] = command_result - node.data["tool_status_code"] = tool_output_status_code - - # node.workspace_hash_id = output_hash_id - if result is not None: - node.history.add("system", result, "action_result") - logger.typewriter_log("SYSTEM: ", Fore.YELLOW, result) - else: - node.history.add("system", "Unable to execute command", "action_result") - logger.typewriter_log( - "SYSTEM: ", Fore.YELLOW, "Unable to execute command" - ) - - if tool_output_status_code == ToolCallStatusCode.TOOL_CALL_SUCCESS: - color = Fore.GREEN - elif tool_output_status_code == ToolCallStatusCode.SUBMIT_AS_SUCCESS: - color = Fore.YELLOW - elif tool_output_status_code == ToolCallStatusCode.SUBMIT_AS_FAILED: - color = Fore.BLUE - else: - color = Fore.RED - - logger.typewriter_log( - "TOOL STATUS CODE: ", Fore.YELLOW, f"{color}{tool_output_status_code.name}{Style.RESET_ALL}" - ) - - recorder.regist_tool_call( - tool_name = command_name, - tool_input = arguments, - tool_output = command_result, - tool_status_code = tool_output_status_code.name, - thought_data={"thought": node.data["thoughts"], "content": node.data["content"]}, - ) - - using_tools = { - "tool_name": command_name, - "tool_input": arguments, - "tool_output": command_result, - "tool_status_code": tool_output_status_code.name, - "thought_data": {"thought": node.data["thoughts"], "content": node.data["content"]} - } - - if tool_output_status_code in [ToolCallStatusCode.SUBMIT_AS_SUCCESS ,ToolCallStatusCode.SUBMIT_AS_FAILED]: - self.log_task_submit(arguments) - - return result, tool_output_status_code, plan_refine, using_tools - - def handle_subtask_submit(self, arguments): - """ - Handle the subtask submission. - - Args: - arguments: The arguments of the subtask submission. - - Returns: - bool: Whether to refine the plan. - The tool output status code. - The result. - """ - plan_refine = False - if arguments["result"]["success"]: - tool_output_status_code = ToolCallStatusCode.SUBMIT_AS_SUCCESS - else: - tool_output_status_code = ToolCallStatusCode.SUBMIT_AS_FAILED - if arguments["suggestions_for_latter_subtasks_plan"]["need_for_plan_refine"]: - plan_refine = True - answer = { - "content": f"you have successfully submit the subtask as {arguments['submit_type']}" - } - command_result = json.dumps(answer, ensure_ascii=False) - - return plan_refine, tool_output_status_code, command_result - - def handle_human_help(self, arguments): - """ - Handle the ask for human help. - - Args: - arguments: The arguments for asking human help. - - Returns: - bool: Whether to refine the plan. - The tool output status code. - The result. - """ - logger.typewriter_log( - "ASK For Human Help", - Fore.RED, - "You must give some suggestions, please type in your feedback and then press 'Enter' to send and continue the loop" - ) - url = "ask_human" - payload = arguments - tool_cache = recorder.query_tool_server_cache(url=url, payload=payload) - if tool_cache != None: - command_result = tool_cache["tool_output"] - status_code = tool_cache["response_status_code"] - else: - human_suggestion = input() - command_result = json.dumps({"output": f"{human_suggestion}"}, ensure_ascii=False) - status_code = "human has no status :)" - recorder.regist_tool_server( - url=url, - payload=payload, - tool_output=command_result, - response_status_code=status_code, - ) - - plan_refine = False - return plan_refine, ToolCallStatusCode.TOOL_CALL_SUCCESS, command_result - -function_handler = FunctionHandler() \ No newline at end of file diff --git a/XAgent/toolserver_interface.py b/XAgent/toolserver_interface.py new file mode 100644 index 0000000..f616006 --- /dev/null +++ b/XAgent/toolserver_interface.py @@ -0,0 +1,365 @@ + +import os +import base64 +import uuid +import json5 as json +import requests + +from colorama import Fore +from XAgent.logs import logger +from XAgent.utils import ToolCallStatusCode +from XAgent.ai_functions import function_manager +from XAgent.recorder import RunningRecoder + + +def is_wrapped_response(obj: dict) -> bool: + """ + Check if the response object is wrapped. + + Args: + obj (dict): The response object. + + Returns: + bool: True if the response object is wrapped, False otherwise. + """ + if 'type' in obj and obj['type'] in ['simple', 'composite', 'binary'] and 'data' in obj: + return True + return False + + +def unwrap_tool_response(obj): + """ + Unwrap the tool response object. + + Args: + obj: The tool response object. + + Returns: + The unwrapped tool response object. + """ + if isinstance(obj, dict): + if is_wrapped_response(obj): + match obj['type']: + case 'simple': + return obj['data'] + case 'binary': + name = obj.get('name', uuid.uuid4().hex) + if obj['media_type'] == 'image/png' and not str(name).endswith('.png'): + name += '.png' + with open(os.path.join('local_workspace', name), 'wb') as f: + f.write(base64.b64decode(obj['data'])) + return { + 'media_type': obj['media_type'], + 'file_name': name + } + case 'composite': + return [unwrap_tool_response(o) for o in obj['data']] + else: + return obj + elif isinstance(obj, (str, int, float, bool, list)): + return obj + elif obj is None: + return None + else: + logger.typewriter_log( + f'Unknown type {type(obj)} in unwrap_tool_response', Fore.YELLOW) + return None + + +class ToolServerInterface(): + """ + The interface to communicate with the ToolServer. + """ + + def __init__(self, recorder: RunningRecoder): + self.recorder = recorder + + def lazy_init(self, config): + """ + Lazy initialization of the ToolServer interface. + + Args: + config: The configuration for the ToolServer. + + Raises: + NotImplementedError: If trying to use a non-selfhost ToolServer. + """ + self.config = config + if config.use_selfhost_toolserver: + self.url = config.selfhost_toolserver_url + else: + raise NotImplementedError('Please use selfhost toolserver') + logger.typewriter_log("Trying to connect to ToolServer at", Fore.RED, self.url) + response = requests.post(f'{self.url}/get_cookie',) + response.raise_for_status() + logger.typewriter_log("ToolServer connected in", Fore.RED, self.url) + self.cookies = response.cookies + + def close(self): + """ + Close the ToolServer session. + """ + requests.post(f'{self.url}/close_session', cookies=self.cookies) + + def upload_file(self, file_path) -> str: + """ + Upload a file to the ToolServer. + + Args: + file_path (str): The path to the file to be uploaded. + + Returns: + str: The response from the ToolServer. + """ + url = f"{self.url}/upload_file" + response = requests.post(url, timeout=10, cookies=self.cookies, + files={'file': open(file_path, 'rb'), 'filename': os.path.basename(file_path)}) + response.raise_for_status() + response = response.json() + return response + + def download_file(self, file_path) -> str: + """ + Download a file from the ToolServer. + + Args: + file_path (str): The path to the file to be downloaded. + + Returns: + str: The save path of the downloaded file. + """ + url = f"{self.url}/download_file" + payload = { + 'file_path': file_path + } + response = requests.post( + url, json=payload, timeout=10, cookies=self.cookies,) + response.raise_for_status() + + save_path = os.path.join(self.recorder.record_root_dir, file_path) + os.makedirs(os.path.dirname(save_path), exist_ok=True) + with open(save_path, 'wb') as f: + f.write(response.content) + return save_path + + def get_workspace_structure(self) -> dict: + """ + Get the structure of the workspace from the ToolServer. + + Returns: + dict: The structure of the workspace. + """ + url = f"{self.url}/get_workspace_structure" + response = requests.post(url, timeout=10, cookies=self.cookies,) + response.raise_for_status() + response = response.json() + return response + + def download_all_files(self): + """ + Download all the files in the workspace from the ToolServer. + + Returns: + str: The save path of the downloaded workspace. + """ + url = f"{self.url}/download_workspace" + response = requests.post(url, cookies=self.cookies,) + response.raise_for_status() + + save_path = os.path.join( + self.recorder.record_root_dir, 'workspace.zip') + os.makedirs(os.path.dirname(save_path), exist_ok=True) + with open(save_path, 'wb') as f: + f.write(response.content) + return save_path + + def get_available_tools(self): + """ + Get the available tools from the ToolServer. + + Returns: + The available tools. + """ + payload = { + } + url = f"{self.url}/get_available_tools" + cache_output = self.recorder.query_tool_server_cache(url, payload) + try: + if cache_output != None: + + response = cache_output["tool_output"] + status_code = cache_output["response_status_code"] + else: + response = requests.post( + url, json=payload, timeout=10, cookies=self.cookies) + status_code = response.status_code + response.raise_for_status() + response = response.json() + if not isinstance(response, dict): + response = json.loads(response) + + self.recorder.regist_tool_server(url=url, + payload=payload, + tool_output=response, + response_status_code=status_code) + return response + except Exception as e: + raise Exception(f"Error when fetching available tools: {e}") + + def retrieve_rapidapi_tools(self, query: str, top_k: int = 10): + """ + Retrieve RapidAPI tools from the ToolServer. + + Args: + query (str): The query for retrieving tools. + top_k (int, optional): The number of tools to retrieve. Defaults to 10. + + Returns: + The retrieved tools and the description of the tools in JSON format. + """ + url = f"{self.url}/retrieving_tools" + payload = { + "question": query, + "top_k": top_k + } + cache_output = self.recorder.query_tool_server_cache(url, payload) + try: + if cache_output != None: + response = cache_output["tool_output"] + status_code = cache_output["tool_output_status_code"] + else: + response = requests.post( + url, json=payload, timeout=20, cookies=self.cookies) + status_code = response.status_code + response = response.json() + if not isinstance(response, dict): + response = json.loads(response) + self.recorder.regist_tool_server(url=url, + payload=payload, + tool_output=response, + response_status_code=status_code) + retrieved_tools = response["retrieved_tools"] + tools_json = response["tools_json"] + for tool_json in tools_json: + function_manager.register_function(tool_json) + except Exception as e: + logger.typewriter_log( + "Tool Retrieval Failed, nothing will be retrieved, please fix here.", + Fore.RED, + ) + print(f"Error when retrieving tools: {e}") + print(response) + return None, None + + return retrieved_tools, tools_json + + def get_json_schema_for_tools(self, command_names): + """ + Get the JSON schema for the specified tools from the ToolServer. + + Args: + command_names: The names of the tools. + + Returns: + The JSON schema for the tools. + """ + url = f"{self.url}/get_json_schema_for_tools" + payload = { + "tool_names": command_names + } + cache_output = self.recorder.query_tool_server_cache(url, payload) + try: + if cache_output != None: + response = cache_output["tool_output"] + status_code = cache_output["tool_output_status_code"] + else: + response = requests.post( + url, json=payload, timeout=10, cookies=self.cookies) + status_code = response.status_code + response = response.json() + if not isinstance(response, dict): + try: + response = json.loads(response) + except: + pass + self.recorder.regist_tool_server(url=url, + payload=payload, + tool_output=response, + response_status_code=status_code) + function_manager.register_function(response) + return response + + except Exception as e: + print(f"Error when fetching openai function jsons: {e}") + return None + + # @func_set_timeout() + + def execute_command_client( + self, + command_name, + arguments={}, + # input_hash_id, + ): + """ + Execute a command on the ToolServer. + + Args: + command_name (str): The name of the command. + arguments (dict, optional): The arguments for the command. Defaults to {}. + input_hash_id: The hash ID of the input. + + Returns: + mixed: The result of the command and the tool output status code. + """ + # return "sorry, the server is not available now", ToolCallStatusCode.SERVER_ERROR, input_hash_id + url = f"{self.url}/execute_tool" + if isinstance(arguments, str): + try: + arguments = json.loads(arguments) + except: + pass + payload = { + "tool_name": command_name, + "arguments": arguments, + # "hash_id": input_hash_id, + } + + cache_output = self.recorder.query_tool_server_cache(url, payload) + + if ("redo_action" in self.config["experiment"] and self.config['experiment']['redo_action']) or cache_output is None: + response = requests.post(url, json=payload, cookies=self.cookies) + response_status_code = response.status_code + if response.status_code == 200 or response.status_code == 450: + command_result = response.json() + command_result = unwrap_tool_response(command_result) + else: + command_result = response.text + + if cache_output != None: + command_result = cache_output["tool_output"] + response_status_code = cache_output["response_status_code"] + + self.recorder.regist_tool_server(url=url, + payload=payload, + tool_output=command_result, + response_status_code=response_status_code) + + # setting tool_output_status_code according to status_code + if response_status_code == 200: + tool_output_status_code = ToolCallStatusCode.TOOL_CALL_SUCCESS + elif response_status_code == 404: + tool_output_status_code = ToolCallStatusCode.HALLUCINATE_NAME + elif response_status_code == 422: + tool_output_status_code = ToolCallStatusCode.FORMAT_ERROR + elif response_status_code == 450: + tool_output_status_code = ToolCallStatusCode.TIMEOUT_ERROR + elif response_status_code == 500: + tool_output_status_code = ToolCallStatusCode.TOOL_CALL_FAILED + elif response_status_code == 503: + tool_output_status_code = ToolCallStatusCode.SERVER_ERROR + raise Exception("Server Error: " + command_result) + else: + tool_output_status_code = ToolCallStatusCode.OTHER_ERROR + + return command_result, tool_output_status_code \ No newline at end of file diff --git a/XAgent/utils.py b/XAgent/utils.py index 4a30150..335acc8 100644 --- a/XAgent/utils.py +++ b/XAgent/utils.py @@ -8,7 +8,10 @@ import tiktoken from XAgent.config import CONFIG -encoding = tiktoken.encoding_for_model(CONFIG.default_completion_kwargs['model']) +if CONFIG.default_completion_kwargs['model'] == "xagentllm": + encoding = tiktoken.encoding_for_model("gpt-4") # TODO: this is not good +else: + encoding = tiktoken.encoding_for_model(CONFIG.default_completion_kwargs['model']) def get_token_nums(text:str)->int: """ diff --git a/XAgent/workflow/plan_exec.py b/XAgent/workflow/plan_exec.py index 94ffd4a..7f20cbb 100644 --- a/XAgent/workflow/plan_exec.py +++ b/XAgent/workflow/plan_exec.py @@ -7,13 +7,11 @@ from XAgent.logs import logger from XAgent.workflow.base_query import BaseQuery -from XAgent.global_vars import agent_dispatcher from XAgent.utils import TaskSaveItem, RequiredAbilities, PlanOperationStatusCode, TaskStatusCode from XAgent.message_history import Message from XAgent.data_structure.plan import Plan from XAgent.ai_functions import function_manager -from XAgent.running_recorder import recorder -from XAgent.tool_call_handle import toolserver_interface +from XAgent.core import XAgentCoreComponents from XAgent.agent.summarize import summarize_plan,clip_text from XAgent.config import CONFIG @@ -68,7 +66,7 @@ def register(self, function_name, function_input, function_output, new_plan: Pla }) self.plans.append(deepcopy(new_plan)) - recorder.regist_plan_modify( + XAgentCoreComponents.global_recorder.regist_plan_modify( refine_function_name = function_name, refine_function_input = function_input, refine_function_output = function_output, @@ -143,7 +141,7 @@ def __init__(self, config, query: BaseQuery, avaliable_tools_description_list: L self.refine_chains: List[PlanRefineChain] = [] - def initial_plan_generation(self): + def initial_plan_generation(self, agent_dispatcher): """Generates the initial plan. This method generates the initial plan by calling the plan generation agent. @@ -204,7 +202,7 @@ def latest_plan(self): """ return self.plan - def plan_refine_mode(self, now_dealing_task: Plan): + def plan_refine_mode(self, now_dealing_task: Plan, toolserver_interface, agent_dispatcher): """Enters the plan refine mode. This method enters the plan refine mode and performs plan refinements based on user suggestions. diff --git a/XAgent/workflow/reflection.py b/XAgent/workflow/reflection.py index a1baad2..7920ac0 100644 --- a/XAgent/workflow/reflection.py +++ b/XAgent/workflow/reflection.py @@ -6,11 +6,15 @@ from XAgent.utils import RequiredAbilities from XAgent.data_structure.node import ToolNode from XAgent.workflow.plan_exec import Plan -from XAgent.global_vars import agent_dispatcher from XAgent.agent.summarize import summarize_action,summarize_plan from XAgent.ai_functions import function_manager -def get_posterior_knowledge(all_plan: Plan, terminal_plan: Plan, finish_node: ToolNode, tool_functions_description_list: List[dict], config): +def get_posterior_knowledge(all_plan: Plan, + terminal_plan: Plan, + finish_node: ToolNode, + tool_functions_description_list: List[dict], + config, + agent_dispatcher): """ Reflects on the previous actions and generates the posterior knowledge. @@ -20,6 +24,7 @@ def get_posterior_knowledge(all_plan: Plan, terminal_plan: Plan, finish_node: To finish_node (ToolNode): The node that represents the finishing tool. tool_functions_description_list (List[dict]): A list of dictionaries that describe tool functions. config (object): The configuration object with settings. + agent_dispatcher (AgentDispatcher): The agent dispatcher. Returns: dict: A dictionary with the generated posterior knowledge. diff --git a/XAgent/workflow/task_handler.py b/XAgent/workflow/task_handler.py index 6270c5b..11db16f 100644 --- a/XAgent/workflow/task_handler.py +++ b/XAgent/workflow/task_handler.py @@ -1,30 +1,25 @@ import json import uuid -from typing import Dict, List from colorama import Fore -from XAgent.global_vars import agent_dispatcher,config from XAgent.inner_loop_search_algorithms.ReACT import ReACTChainSearch from XAgent.logs import logger, print_task_save_items -from XAgent.ai_functions import function_manager -from XAgent.running_recorder import recorder -from XAgent.tool_call_handle import function_handler, toolserver_interface -from XAgent.agent.summarize import summarize_plan +from XAgent.agent.summarize import summarize_plan from XAgent.utils import (RequiredAbilities, SearchMethodStatusCode, TaskSaveItem, TaskStatusCode) -from .base_query import BaseQuery +from XAgent.ai_functions import function_manager +from XAgent.core import XAgentCoreComponents, XAgentParam +from XAgentServer.enums.status import StatusEnum from .plan_exec import Plan, PlanAgent from .reflection import get_posterior_knowledge -from XAgentServer.interaction import XAgentInteraction -from XAgentServer.models.ws import XAgentOutputData from .working_memory import working_memory_agent class TaskHandler(): """ Main class for handling tasks within the XAgent system. - + Attributes: config: The configuration settings for the task handler. function_list: List of available functions for the current task. @@ -34,40 +29,43 @@ class TaskHandler(): plan_agent: Instance of PlanAgent class which is used for generating and handling plan for the current task. interaction: Instance of XAgentInteraction class for interacting with outer world. """ - - def __init__(self, config, - query: BaseQuery, - function_list: List[Dict], - tool_functions_description_list: List[dict], - interaction: XAgentInteraction): + + def __init__(self, + xagent_core: XAgentCoreComponents, + xagent_param: XAgentParam): """ Initializes TaskHandler with the provided input parameters. Args: - config: The configuration settings for the TaskHandler - query (BaseQuery): Query with the task information - function_list (List[Dict]): List of available functions for the current task - tool_functions_description_list (List[dict]): List of available tool functions description for the current task - interaction (XAgentInteraction): Interface for the agent's interaction with the outer world + xaagent_core (XAgentCoreComponents): Instance of XAgentCoreComponents class. + xaagent_param (XAgentParam): Instance of XAgentParam class. """ - self.config = config - self.function_list = function_list - self.tool_functions_description_list = tool_functions_description_list - self.query = query + self.xagent_core = xagent_core + self.xagent_param = xagent_param + self.config = xagent_param.config + self.function_list = self.xagent_core.function_list + self.tool_functions_description_list = self.xagent_core.tool_functions_description_list + self.query = self.xagent_param.query self.tool_call_count = 0 self.plan_agent = PlanAgent( - config=config, + config=self.config, query=self.query, avaliable_tools_description_list=self.tool_functions_description_list, ) # self.avaliable_tools_description_list = tool_functions_description_list - self.interaction = interaction - - async def outer_loop_async(self): + self.interaction = self.xagent_core.interaction + self.recorder = self.xagent_core.recorder + self.agent_dispatcher = self.xagent_core.agent_dispatcher + self.function_list = self.xagent_core.function_list + self.function_handler = self.xagent_core.function_handler + self.toolserver_interface = self.xagent_core.toolserver_interface + self.now_dealing_task = None + + def outer_loop(self): """ Executes the main sequence of tasks in the outer loop. - + Raises: AssertionError: Raised if a not expected status is encountered while handling the plan. @@ -81,56 +79,63 @@ async def outer_loop_async(self): ) self.query.log_self() - self.plan_agent.initial_plan_generation() + self.plan_agent.initial_plan_generation( + agent_dispatcher=self.agent_dispatcher) print(summarize_plan(self.plan_agent.latest_plan.to_json())) print_data = self.plan_agent.latest_plan.to_json() - self.interaction.init_cache( - data=XAgentOutputData( - tool_recommendation="", - task_id="", - name="", - goal="", - handler="", - tool_budget=0, - subtasks=[]) - ) - await self.interaction.update_cache(update_data={ - "node_id": uuid.uuid4().hex, + self.interaction.insert_data(data={ "task_id": print_data.get("task_id", ""), "name": print_data.get("name", ""), "goal": print_data.get("goal", ""), "handler": print_data.get("handler", ""), "tool_budget": print_data.get("tool_budget", ""), - "subtasks": print_data.get("subtask", []) - }, status="start", current=print_data.get("task_id", "")) - + "subtasks": [{**sub, "inner": []} for sub in print_data.get("subtask", [])] + }, status=StatusEnum.START, current=print_data.get("task_id", "")) self.plan_agent.plan_iterate_based_on_memory_system() def rewrite_input_func(old, new): - if not isinstance(new, dict): - pass - if new is None: - return old + if new is None or not isinstance(new, dict): + return old, False else: - goal = new.get("args", {}).get("goal", "") + goal = new.get("goal", "") if goal != "": - old.data.goal = goal - return old + old = goal + return old, True self.now_dealing_task = self.plan_agent.latest_plan.children[0] - # workspace_hash_id = "" + # workspace_hash_id = "" while self.now_dealing_task: task_id = self.now_dealing_task.get_subtask_id(to_str=True) - recorder.change_now_task(task_id) + self.recorder.change_now_task(task_id) if self.interaction.interrupt: goal = self.now_dealing_task.data.goal - receive_data = await self.interaction.auto_receive({"args": {"goal": goal}}) - self.now_dealing_task = rewrite_input_func( + receive_data = self.interaction.receive( + {"args": {"goal": goal}}) + new_intput, flag = rewrite_input_func( self.now_dealing_task, receive_data) - search_method = await self.inner_loop_async(self.now_dealing_task) + + if flag: + logger.typewriter_log( + "-=-=-=-=-=-=-= USER INPUT -=-=-=-=-=-=-=", + Fore.GREEN, + "", + ) + logger.typewriter_log( + "goal: ", + Fore.YELLOW, + f"{new_intput}", + ) + self.now_dealing_task.data.goal = new_intput + logger.typewriter_log( + "-=-=-=-=-=-=-= USER INPUT -=-=-=-=-=-=-=", + Fore.GREEN, + "", + ) + + search_method = self.inner_loop(self.now_dealing_task) self.now_dealing_task.process_node = search_method.get_finish_node() @@ -138,7 +143,6 @@ def rewrite_input_func(old, new): working_memory_agent.register_task(self.now_dealing_task) - refinement_result = { "name": self.now_dealing_task.data.name, "goal": self.now_dealing_task.data.goal, @@ -151,14 +155,14 @@ def rewrite_input_func(old, new): "task_id": task_id, } - await self.interaction.update_cache(update_data=refinement_result, status="refinement", current=task_id) - + self.interaction.insert_data( + data=refinement_result, status=StatusEnum.REFINEMENT, current=task_id) if search_method.need_for_plan_refine: self.plan_agent.plan_refine_mode( - self.now_dealing_task) + self.now_dealing_task, self.toolserver_interface, self.agent_dispatcher) else: logger.typewriter_log( - f"subtask submitted as no need to refine the plan, continue", + "subtask submitted as no need to refine the plan, continue", Fore.BLUE, ) @@ -166,7 +170,8 @@ def rewrite_input_func(old, new): self.now_dealing_task) if self.now_dealing_task is None: - await self.interaction.update_cache(update_data=[], status="finished") + self.interaction.insert_data( + data=[], status=StatusEnum.FINISHED, current="") else: current_task_id = self.now_dealing_task.get_subtask_id( to_str=True) @@ -180,12 +185,13 @@ def rewrite_input_func(old, new): raw_data["node_id"] = uuid.uuid4().hex subtask_list.append(raw_data) - await self.interaction.update_cache(update_data=subtask_list, status="subtask", current=current_task_id) + self.interaction.insert_data( + data=subtask_list, status=StatusEnum.SUBTASK, current=current_task_id) logger.typewriter_log("ALL Tasks Done", Fore.GREEN) return - async def inner_loop_async(self, plan: Plan, ): + def inner_loop(self, plan: Plan, ): """ Generates search plan and process it for the current task. @@ -206,7 +212,7 @@ async def inner_loop_async(self, plan: Plan, ): ) print_task_save_items(plan.data) - agent = agent_dispatcher.dispatch( + agent = self.agent_dispatcher.dispatch( RequiredAbilities.tool_tree_search, json.dumps(plan.data.to_json(), indent=2, ensure_ascii=False), # avaliable_tools_description_list=self.avaliable_tools_description_list @@ -214,27 +220,30 @@ async def inner_loop_async(self, plan: Plan, ): plan.data.status = TaskStatusCode.DOING - if self.config.rapidapi_retrieve_tool_count > 0: + if self.config.rapidapi_retrieve_tool_count > 0: retrieve_string = summarize_plan(plan.to_json()) - rapidapi_tool_names, rapidapi_tool_jsons = toolserver_interface.retrieve_rapidapi_tools( + rapidapi_tool_names, rapidapi_tool_jsons = self.toolserver_interface.retrieve_rapidapi_tools( retrieve_string, top_k=self.config.rapidapi_retrieve_tool_count) if rapidapi_tool_names is not None: - function_handler.change_subtask_handle_function_enum( - function_handler.tool_names + rapidapi_tool_names) - function_handler.avaliable_tools_description_list += rapidapi_tool_jsons + self.function_handler.change_subtask_handle_function_enum( + self.function_handler.tool_names + rapidapi_tool_names) + self.function_handler.avaliable_tools_description_list += rapidapi_tool_jsons else: print("bug: no rapidapi tool retrieved, need to fix here") - search_method = ReACTChainSearch() - - arguments = function_manager.get_function_schema('action_reasoning')['parameters'] - await search_method.run_async(config=self.config, - agent=agent, - task_handler=self, - arguments=arguments, - functions=function_handler.intrinsic_tools( - self.config.enable_ask_human_for_help), - task_id=task_ids_str) + search_method = ReACTChainSearch( + xagent_core_components=self.xagent_core,) + + arguments = function_manager.get_function_schema('action_reasoning')[ + 'parameters'] + search_method.run(config=self.config, + agent=agent, + arguments=arguments, + functions=self.function_handler.intrinsic_tools( + self.config.enable_ask_human_for_help), + task_id=task_ids_str, + now_dealing_task=self.now_dealing_task, + plan_agent=self.plan_agent) if search_method.status == SearchMethodStatusCode.SUCCESS: plan.data.status = TaskStatusCode.SUCCESS @@ -253,7 +262,7 @@ async def inner_loop_async(self, plan: Plan, ): else: assert False, f"{plan.data.name}" return search_method - + def posterior_process(self, terminal_plan: Plan): """ Performs the post-processing steps on the terminal plan including extraction of posterior knowledge @@ -267,7 +276,7 @@ def posterior_process(self, terminal_plan: Plan): """ logger.typewriter_log( - f"-=-=-=-=-=-=-= POSTERIOR_PROCESS, working memory, summary, and reflection -=-=-=-=-=-=-=", + "-=-=-=-=-=-=-= POSTERIOR_PROCESS, working memory, summary, and reflection -=-=-=-=-=-=-=", Fore.BLUE, ) posterior_data = get_posterior_knowledge( @@ -276,6 +285,7 @@ def posterior_process(self, terminal_plan: Plan): finish_node=terminal_plan.process_node, tool_functions_description_list=self.tool_functions_description_list, config=self.config, + agent_dispatcher=self.agent_dispatcher, ) summary = posterior_data["summary"] @@ -289,4 +299,3 @@ def posterior_process(self, terminal_plan: Plan): # Insert the plan into vector DB # vector_db_interface.insert_sentence(terminal_plan.data.raw) - diff --git a/XAgentGen/README.md b/XAgentGen/README.md new file mode 100644 index 0000000..00f15db --- /dev/null +++ b/XAgentGen/README.md @@ -0,0 +1,51 @@ +# 📖 Introduction of XAgentGen + +XAgentGen implements the guided generation of the customized model to support the XAgent. +XAgentGen allows models to generate function calls with the given complex [json schema](https://json-schema.org/understanding-json-schema) just like openai's function calling. + +Currently, XAgentGen supports the following models: +- [XAgentLlama](https://huggingface.co/collections/XAgentTeam/xagentllm-655ae4091c419bb072940e74): the official model of XAgent, which is based on Code-Llama. **Note: the model is still under training, and the preview version is available now.** + + +# 🛠️ 1. Setup for XAgentGen +After you download the models, you can host a interference service for the model by following the instructions below. +## Install Cuda Container Toolkit +XAgentGen requires the [Cuda Container Toolkit](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/install-guide.html#docker) to run. +You should follow the guide to install the Cuda Container Toolkit before running the XAgentGen. + +## Pull or Build the XAgentGen image +You can either pull the pre-built docker image or build the docker image by yourself. +We do recommend you to pull the pre-built docker image, which is more convenient. + +### Pull the pre-built docker image +```shell +docker pull xagentteam/xagentgen:latest +``` + +### Build the docker image by yourself +Make sure you are at the root dir of the project, and run the following command: +```shell +docker build -f dockerfiles/XAgentGen/Dockerfile -t xagentteam/xagentgen . +``` +Note that the building process may take a long time and the default setting requires at least 64GB memory to build. +You can low down the memory requirement by changing the `MAX_JOBS` in the dockerfile. + + +## Run the docker image +Start the docker image by: +```shell +docker run -it -p 13520:13520 -v /host/model/path:/model:rw --gpus all --ipc=host xagentteam/xagentgen:latest python app.py --model-path /model --port 13520 +``` +**Note:** Change the `/host/model/path` to the path of your model directory. The service should be listening on port `13520`. + + +# 🎮 2. Use the XAgent with the customized model + +You should change the config file to use the customized model. The sample config file is in `assets/xagentllama.yml`. +Run XAgent with customized model by: +```shell +python run.py --task "find all the prime numbers <=100" --model "xagentllm" --config-file "assets/xagentllama.yml" +``` + + + diff --git a/XAgentGen/app.py b/XAgentGen/app.py new file mode 100644 index 0000000..992f849 --- /dev/null +++ b/XAgentGen/app.py @@ -0,0 +1,160 @@ +from xgen.parser import FunctionParser +from xgen.server.datamodel import * +from xgen.server.message_formater import format +from xgen.parser import FunctionParser +import xgen.text.generate as generate +from xgen.models.transformers import Transformers, TransformersTokenizer +from vllm.sampling_params import LogitsProcessor +from vllm.engine.arg_utils import AsyncEngineArgs +from vllm.engine.async_llm_engine import AsyncLLMEngine +from vllm.utils import random_uuid +from vllm import SamplingParams +from typing import List +import torch +from addict import Dict +import json +from fastapi import FastAPI, Response, status, Request +from fastapi.middleware.cors import CORSMiddleware +import argparse +import uvicorn + +app = FastAPI() + +app.add_middleware( + CORSMiddleware, + allow_origins=["*"], + allow_credentials=True, + allow_methods=["*"], + allow_headers=["*"], +) + +parser = argparse.ArgumentParser() +parser.add_argument("--model-path", type=str, help="Path to the model") +parser.add_argument("--port", type=str, help="Port for server") +args = parser.parse_args() + +model_path = args.model_path + +engine_configs = AsyncEngineArgs( + worker_use_ray=False, + engine_use_ray=False, + model=model_path, + tokenizer=None, + tokenizer_mode='auto', + tensor_parallel_size=1, + dtype='auto', + quantization=None, + revision=None, + tokenizer_revision=None, + seed=42, + gpu_memory_utilization=0.9, + swap_space=4, + disable_log_requests=True, + max_num_batched_tokens=16384, + max_model_len=16384, +) +engine = AsyncLLMEngine.from_engine_args(engine_configs) + +print("loading model finished! Service start!") + + +class ConstrainedLogitsProcessor(LogitsProcessor): + def __init__(self, extra_arguments, functions, function_call, tokenizer_path, device=None): + if function_call is not None and len(function_call) == 0: + function_call = None + self.dp = FunctionParser() + outline_tokenizer = TransformersTokenizer(tokenizer_path) + fake_model = Dict() + fake_model.device = device + model = Transformers(fake_model, outline_tokenizer) + self.dp.create_all_functions_model(extra_arguments, functions, function_call) + regex_list = self.dp.models_to_regex() + self.generator = generate.choice(model, regex_list) + + def __call__(self, generated_token_ids: List[int], logits: torch.Tensor) -> torch.Tensor: + generated_token_ids = torch.LongTensor(generated_token_ids).view(1, -1).to(logits.device) + masked_logits = self.generator.create_proposal(generated_token_ids, logits.view(1, -1)) + return masked_logits + +@app.post("/chat/health", status_code=200) +async def health(): + return "ok" + + +@app.post("/chat/completions") +async def chat_function(response:Response,request: Request): + global engine + call_msg = await request.json() + model_name = call_msg.get("model","") + if model_name != "agentllama" and model_name != "xagentllm": + return {"model": "", "choices": [{'message': {'content': f'bad model {model_name}'}, 'finish_reason': 'error', 'index': -1}]} + messages = call_msg.get("messages",None) + arguments = call_msg.get("arguments",None) + functions = call_msg.get("functions",None) + function_call = call_msg.get("function_call",None) + task_prompt = format({ + "messages": messages, + "arguments": arguments, + "functions": functions, + "function_call": function_call + }, dump_method='json') + processor = ConstrainedLogitsProcessor(arguments, functions, function_call, model_path, device='cuda') + sampling_params = SamplingParams( + temperature=call_msg.get("temperature", 0.8), + top_p=call_msg.get("top_p", 1.0), + frequency_penalty=call_msg.get("frequency_penalty",0.5), + presence_penalty=call_msg.get("presence_penalty", 0.0), + repetition_penalty=call_msg.get("repetition_penalty",1.2), + max_tokens=call_msg.get("max_tokens", 4000), + logits_processors=[processor] + ) + # make request + request_id = random_uuid() + results_generator = engine.generate(task_prompt, sampling_params, request_id) + final_output = None + async for request_output in results_generator: + if await request.is_disconnected(): + # Abort the request if the client disconnects. + await engine.abort(request_id) + return Response(status_code=499) + final_output = request_output + sequence = final_output.outputs[0].text + try: + sequence = json.loads(sequence) + if "extra_parameters" in sequence: + sequence["arguments"] = sequence["extra_parameters"] + sequence.pop("extra_parameters") + except Exception as e: + res = {"status": "fail","broken_json":sequence,"error_message":str(e)} + else: + res = { + "status": "success", + "function_res": sequence, + "usage":{ + "prompt_tokens": processor.generator.model.tokenizer.prompt_tokens, + "completion_tokens": processor.generator.model.tokenizer.completion_tokens, + "total_tokens": processor.generator.model.tokenizer.prompt_tokens + processor.generator.model.tokenizer.completion_tokens + } + } + + if res["status"] == "fail": + response.status_code = 400 + return {"model": "", "choices": [{'message': {'content': json.dumps(res,ensure_ascii=False)}, 'finish_reason': 'error', 'index': -1}]} + + response_model = { + 'model': model_name, + 'usage': res["usage"], + 'choices':[ + { + "message":{ + "content": json.dumps(res["function_res"], ensure_ascii=False) + }, + "finish_reason":"stop", + "index":0, + } + ] + } + return response_model + +if __name__ == "__main__": + uvicorn.run(app, host="0.0.0.0", port=int(args.port)) \ No newline at end of file diff --git a/XAgentGen/requirements.txt b/XAgentGen/requirements.txt new file mode 100644 index 0000000..d6b4f7a --- /dev/null +++ b/XAgentGen/requirements.txt @@ -0,0 +1,29 @@ +diffusers==0.15.0 +interegular==0.3.2 +Jinja2==3.1.2 +json5 +lark==1.1.7 +numpy +perscache==0.6.1 +Pillow +pytest +Requests +scipy +tenacity +tiktoken +transformers==4.35.0 +outlines==0.0.9 +accelerate==0.24.1 +fastapi +logzero==1.7.0 +orjson +packaging +referencing==0.30.2 +torch==2.1.0 +deepspeed==0.12.2 +addict==2.4.0 +cachetools==5.3.0 +datasets==2.11.0 +ray +pandas +pyarrow \ No newline at end of file diff --git a/XAgentGen/xgen/models/__init__.py b/XAgentGen/xgen/models/__init__.py new file mode 100644 index 0000000..bc9350e --- /dev/null +++ b/XAgentGen/xgen/models/__init__.py @@ -0,0 +1 @@ +from .transformers import transformers,Transformers,TransformersTokenizer diff --git a/XAgentGen/xgen/models/transformers.py b/XAgentGen/xgen/models/transformers.py new file mode 100644 index 0000000..996bc27 --- /dev/null +++ b/XAgentGen/xgen/models/transformers.py @@ -0,0 +1,269 @@ +from transformers.generation.logits_process import ( + LogitsProcessorList, + RepetitionPenaltyLogitsProcessor, + TemperatureLogitsWarper, + TopKLogitsWarper, + TopPLogitsWarper, +) +from typing import TYPE_CHECKING, List, Optional, Tuple, Union + +import torch +from datasets.fingerprint import Hasher +from transformers.file_utils import SPIECE_UNDERLINE + +from outlines.models.tokenizer import Tokenizer + +if TYPE_CHECKING: + from transformers import PreTrainedModel, PreTrainedTokenizer + +__all__ = ["transformers"] + + +KVCacheType = Tuple[Tuple[torch.DoubleTensor, torch.DoubleTensor], ...] + + +def get_llama_tokenizer_types(): + """ Get all the Llama tokenizer types/classes that need work-arounds. + When they can't be imported, a dummy class is created. + """ + try: + from transformers.models.llama import LlamaTokenizer + except ImportError: + + class LlamaTokenizer: # type: ignore + pass + + try: + from transformers.models.llama import LlamaTokenizerFast + except ImportError: + + class LlamaTokenizerFast: # type: ignore + pass + + try: + from transformers.models.code_llama import CodeLlamaTokenizer + except ImportError: + + class CodeLlamaTokenizer: # type: ignore + pass + + try: + from transformers.models.code_llama import CodeLlamaTokenizerFast + except ImportError: + + class CodeLlamaTokenizerFast: # type: ignore + pass + + return ( + LlamaTokenizer, + LlamaTokenizerFast, + CodeLlamaTokenizer, + CodeLlamaTokenizerFast, + ) + +def prepare_logits_processor( + temperature: float, repetition_penalty: float, top_p: float, top_k: int +) -> LogitsProcessorList: + """generate the logits processor with params""" + processor_list = LogitsProcessorList() + # TemperatureLogitsWarper doesn't accept 0.0, 1.0 makes it a no-op so we skip two cases. + if temperature >= 1e-5 and temperature != 1.0: + processor_list.append(TemperatureLogitsWarper(temperature)) + if repetition_penalty > 1.0: + processor_list.append(RepetitionPenaltyLogitsProcessor(repetition_penalty)) + if 1e-8 <= top_p < 1.0: + processor_list.append(TopPLogitsWarper(top_p)) + if top_k > 0: + processor_list.append(TopKLogitsWarper(top_k)) + return processor_list + + + + +class Transformers: + """Represents a `transformers` model.""" + def __init__( + self, + model: "PreTrainedModel", + tokenizer: "PreTrainedTokenizer", + ): + self.device = model.device + self.model = model + self.tokenizer = tokenizer + self.logits_processor=None + + + def reset(self): + self.tokenizer.prompt_tokens = 0 + self.tokenizer.completion_tokens = 0 + + def add_logits_processor(self,generate_kwargs:dict={}): + + temperature = float(generate_kwargs.get("temperature", 1.0)) + repetition_penalty = float(generate_kwargs.get("repetition_penalty", 1.0)) + top_p = float(generate_kwargs.get("top_p", 1.0)) + top_k = int(generate_kwargs.get("top_k", -1)) # -1 means disable + + logits_processor = prepare_logits_processor( + temperature, repetition_penalty, top_p, top_k + ) + + self.logits_processor = logits_processor + + def forward( + self, + input_ids: torch.LongTensor, + attention_mask: torch.LongTensor, + past_key_values: Optional[Tuple] = None, + ) -> Tuple[torch.FloatTensor, Optional[KVCacheType]]: + """Compute a forward pass through the transformer model. + + Parameters + ---------- + input_ids + The input token ids. Must be one or two dimensional. + attention_mask + The attention mask. Must be one or two dimensional. + past_key_values + A tuple of tuples containing the cached key and value tensors for each + attention head. + + Returns + ------- + The computed logits and the new cached key and value tensors. + + """ + assert 0 < input_ids.ndim < 3 + + if past_key_values: + input_ids = input_ids[..., -1].unsqueeze(-1) + + output = self.model( + input_ids, + attention_mask=attention_mask, + return_dict=True, + output_attentions=False, + output_hidden_states=False, + past_key_values=past_key_values, + ) + + if self.logits_processor: + next_token_logits = self.logits_processor(input_ids,output.logits[...,-1,:]) + else: + next_token_logits = output.logits[..., -1, :] + + return next_token_logits, output.past_key_values + + def __call__( + self, + input_ids: torch.LongTensor, + attention_mask: torch.LongTensor, + past_key_values: Optional[Tuple] = None, + ) -> torch.FloatTensor: + return self.forward(input_ids, attention_mask, past_key_values)[0] + + +class TransformersTokenizer(Tokenizer): + """Represents a tokenizer for models in the `transformers` library.""" + + def __init__(self, model_name: str, **kwargs): + from transformers import AutoTokenizer + + kwargs.setdefault("padding_side", "left") + self.model_name = model_name + self.kwargs = kwargs + self.tokenizer = AutoTokenizer.from_pretrained(model_name, **kwargs) + self.eos_token_id = self.tokenizer.eos_token_id + self.eos_token = self.tokenizer.eos_token + + if not self.tokenizer.pad_token_id: + self.tokenizer.pad_token_id = self.tokenizer.eos_token_id + self.pad_token_id = self.eos_token_id + else: + self.pad_token_id = self.tokenizer.pad_token_id + self.pad_token = self.tokenizer.pad_token + + self.special_tokens = set(self.tokenizer.all_special_tokens) + + self.vocabulary = self.tokenizer.get_vocab() + self.is_llama = isinstance(self.tokenizer, get_llama_tokenizer_types()) + + self.prompt_tokens = 0 + self.completion_tokens = 0 + + + def encode( + self, prompt: Union[str, List[str]], **kwargs + ) -> Tuple[torch.LongTensor, torch.LongTensor]: + kwargs["padding"] = True + kwargs["return_tensors"] = "pt" + output = self.tokenizer(prompt, **kwargs) + self.prompt_tokens = output["input_ids"].shape[1] + + return output["input_ids"], output["attention_mask"] + + def decode(self, token_ids: torch.LongTensor) -> List[str]: + text = self.tokenizer.batch_decode(token_ids) + self.completion_tokens = token_ids.shape[1] + return text + + def convert_token_to_string(self, token: str) -> str: + string = self.tokenizer.convert_tokens_to_string([token]) + + if self.is_llama: + # A hack to handle missing spaces to HF's Llama tokenizers + if token.startswith(SPIECE_UNDERLINE) or token == "<0x20>": + return " " + string + + return string + + def __eq__(self, other): + if isinstance(other, type(self)): + return other.model_name == self.model_name and other.kwargs == self.kwargs + return NotImplemented + + def __hash__(self): + return hash(Hasher.hash(self.tokenizer)) + + +def transformers( + model_name: str, + device: Optional[str] = None, + model_kwargs: dict = {}, + tokenizer_kwargs: dict = {}, +): + """Instantiate a model from the `transformers` library and its tokenizer. + + Parameters + ---------- + model_name + The name of the model as listed on Hugging Face's model page. + device + The device(s) on which the model should be loaded. This overrides + the `device_map` entry in `model_kwargs` when provided. + model_kwargs + A dictionary that contains the keyword arguments to pass to the + `from_pretrained` method when loading the model. + tokenizer_kwargs + A dictionary that contains the keyword arguments to pass to the + `from_pretrained` method when loading the tokenizer. + + Returns + ------- + A `TransformersModel` model instance. + + """ + try: + from transformers import AutoModelForCausalLM + except ImportError: + raise ImportError( + "The `transformers` library needs to be installed in order to use `transformers` models." + ) + + if device is not None: + model_kwargs["device_map"] = device + + model = AutoModelForCausalLM.from_pretrained(model_name, **model_kwargs) + tokenizer = TransformersTokenizer(model_name, **tokenizer_kwargs) + + return Transformers(model, tokenizer) diff --git a/XAgentGen/xgen/parser/__init__.py b/XAgentGen/xgen/parser/__init__.py new file mode 100644 index 0000000..94c62be --- /dev/null +++ b/XAgentGen/xgen/parser/__init__.py @@ -0,0 +1 @@ +from .function_parser import FunctionParser \ No newline at end of file diff --git a/XAgentGen/xgen/parser/function_parser.py b/XAgentGen/xgen/parser/function_parser.py new file mode 100644 index 0000000..2fefc9f --- /dev/null +++ b/XAgentGen/xgen/parser/function_parser.py @@ -0,0 +1,375 @@ +from pydantic import BaseModel, create_model,Field,validator +from pydantic.fields import ModelField +from typing import Any, List, Optional,Dict,Union +from enum import Enum +import json +import copy +from xgen.text.json_schema import build_regex_from_schema +import xgen.models as models +import xgen.text.generate as generate +import torch +import math + +# json schema -> python type +type2type = \ + { + "string":str, + "str":str, + + "integer":int, + "int":int, + "float":float, + "number":int, + + "array":list, + "list":list, + + "object":dict, + + "boolean":bool, + "bool":bool, + + "null":None, + "none":None + } + +class FunctionParser: + + def __init__(self) -> None: + self.functionCallModels = [] + self.regex_strs = [] + + @classmethod + def create_total_model(cls): + class TotalModel(BaseModel): + pass + return TotalModel + + @classmethod + def create_function_call_model(cls): + class FunctionCallModel(BaseModel): + name:str + return FunctionCallModel + + @classmethod + def add_property(cls,model, prop_name, prop_type, required, default=None, constrain=None,multi_type = False): + field_info = model.__fields__ + field_info[prop_name] = ModelField(name=prop_name,type_=prop_type,class_validators={},model_config=model.__config__,required=required,default=default) + if constrain is not None: + field_info[prop_name].field_info.ge = constrain.get('minimum',None) + field_info[prop_name].field_info.le = constrain.get('maximum',None) + field_info[prop_name].field_info.min_length = constrain.get('minLength',None) + field_info[prop_name].field_info.max_length = constrain.get('maxLength',None) + field_info[prop_name].field_info.regex = constrain.get('regex',None) + + setattr(model, prop_name, field_info) + + if required: + setattr(model, f"validate_{prop_name}", validator(prop_name, pre=True, allow_reuse=True)(lambda v: v)) + + model.__fields__ = field_info + + return model + + @classmethod + def pre_process(cls,prop:Dict[str,Any]): + new_prop = prop + if type2type.get(prop["type"],"other type") == list: + item_type = type2type[prop["items"]["type"]] + if item_type == int: + new_prop["type"] = "List[int]" + elif item_type == str: + new_prop["type"] = "List[str]" + elif item_type == bool: + new_prop["type"] = "List[bool]" + elif item_type == None: + new_prop["type"] = "List[null]" + + return new_prop + + @classmethod + def create_list_item_model(cls,prop_json:Dict[str,Any],property_name:str)->Union[BaseModel,str]: + """ + @param: prop: the property which is a array + @param: prop_name: the name of array property + @param: object_model: do the inplace replace for pydantic model + @return: the pydantic model inherited from BaseModel or a str which describe the List[type] + """ + item = None + property_json = cls.pre_process(prop_json) + if property_json["items"].get("type","no type") == "object": + item = cls.create_object_model(property_json["items"],property_name+"_item") + elif property_json["items"].get("type","no type") == "array": + item = cls.create_list_item_model(property_json["items"],property_name+"_arrayItem") + item = List[item] + else: + item = type2type.get(property_json["items"]["type"],str) + return item + @classmethod + def create_multi_types(cls,property_name:str,type_list:List[Any])->List[Any]: + """ + @param: type_list: a list of types of prop + @return: the list of available type(to be union later) + """ + new_type_list = [] + for i,tp in enumerate(type_list): + if not isinstance(tp,dict): + new_type_list.append(type2type.get(tp,str)) + elif "type" not in tp.keys(): + continue + elif tp["type"] == "object": + object_type = cls.create_object_model(tp,property_name + f"_{i}_type_object") + new_type_list.append(object_type) + elif tp["type"] == "array": + array_type = cls.create_list_item_model(tp,property_name + f"_{i}_type_array") + new_type_list.append(List[array_type]) + + return new_type_list + + + @classmethod + def create_object_model(cls,object_item:Dict[str,Any],object_name:str,object_model:BaseModel=None)->BaseModel: + """ + @param: object_item: the item which is a object(function[parameters]、property、extra_argument[parameters]) + @param: object_name: the name of object item(for property loc) + @return: the object model inherited from BaseModel + """ + if object_model is None: + object_model = create_model(object_name,__base__=BaseModel) + assert "properties" in object_item.keys() + + properties = object_item["properties"] + for property_name in properties.keys(): + property_json = properties[property_name] + + if isinstance(property_json["type"],list): + multi_type = cls.create_multi_types(property_name,property_json["type"]) + if len(multi_type) > 1: + multi_type = Union[tuple(multi_type)] # type: ignore + if "required" in object_item.keys(): + if property_name not in object_item["required"]: + if "default" in property_json.keys(): + object_model = cls.add_property(object_model,property_name,multi_type,required=False,default=property_json["default"]) + else: + object_model = cls.add_property(object_model,property_name,multi_type,required=False) + else: + object_model = cls.add_property(object_model,property_name,multi_type,required=True,default=None) + + else: + if "default" in properties[property_name].keys(): + object_model = cls.add_property(object_model,property_name,multi_type,required=False,default=property_json["default"]) + else: + object_model= cls.add_property(object_model,property_name,multi_type,required=True) + elif "enum" in property_json.keys(): + enum_name = property_name + enum_values = {value: value for value in property_json['enum']} + enumModel = Enum(enum_name, enum_values) + if "required" in object_item.keys(): + if property_name not in object_item["required"]: + if "default" in property_json.keys(): + object_model = cls.add_property(object_model,enum_name,enumModel,required=False,default=property_json["default"]) + else: + object_model = cls.add_property(object_model,enum_name,enumModel,required=False) + + else: + object_model = cls.add_property(object_model,enum_name,enumModel,required=True) + + else: + if "default" in property_json.keys(): + object_model = cls.add_property(object_model,enum_name,enumModel,required=False,default=property_json["default"]) + else: + object_model = cls.add_property(object_model,enum_name,enumModel,required=True) + elif property_json["type"] == "array": + item = cls.create_list_item_model(property_json,property_name) + if item is not None: + if "required" in object_item.keys(): + if property_name not in object_item["required"]: + if "default" in property_json.keys(): + object_model = cls.add_property(object_model,property_name,List[item],required=False,default=property_json["default"]) + else: + object_model = cls.add_property(object_model,property_name,List[item],required=False) + else: + object_model = cls.add_property(object_model,property_name,List[item],required=True) + else: + if "default" in property_json.keys(): + object_model = cls.add_property(object_model,property_name,List[item],required=False,default=property_json["default"]) + else: + object_model = cls.add_property(object_model,property_name,List[item],required=True) + + elif property_json["type"] == "object" and "properties" in property_json.keys(): + object_property_model = cls.create_object_model(property_json,property_name) + if "required" in object_item.keys(): + if property_name not in object_item["required"]: + if "default" in property_json.keys(): + object_model = cls.add_property(object_model,property_name,object_property_model,required=False,default=property_json["default"]) + else: + object_model = cls.add_property(object_model,property_name,object_property_model,required=False) + else: + object_model = cls.add_property(object_model,property_name,object_property_model,required=True) + else: + if "default" in property_json.keys(): + object_model = cls.add_property(object_model,property_name,object_property_model,required=False,default=property_json["default"]) + else: + object_model = cls.add_property(object_model,property_name,object_property_model,required=True) + + else: + constrain = \ + { + "maxLength":property_json.get("maxLength",None), + "minLength":property_json.get("minLength",None), + "maximum":property_json.get("maximum",None), + "minimum":property_json.get("minimum",None) + } + if "required" in object_item.keys(): + if property_name not in object_item["required"]: + if "default" in property_json.keys(): + object_model = cls.add_property(object_model,property_name,type2type.get(property_json["type"],str),required=False,default=property_json["default"],constrain=constrain) + else: + object_model = cls.add_property(object_model,property_name,type2type.get(property_json["type"],str),required=False,constrain=constrain) + else: + object_model = cls.add_property(object_model,property_name,type2type.get(property_json["type"],str),required=True,default=None,constrain=constrain) + + else: + if "default" in properties[property_name].keys(): + object_model = cls.add_property(object_model,property_name,type2type.get(property_json["type"],str),required=False,default=property_json["default"],constrain=constrain) + else: + object_model= cls.add_property(object_model,property_name,type2type.get(property_json["type"],str),required=True,constrain=constrain) + + return object_model + + @classmethod + def add_function_model(cls,extra_arguments_json:Dict[str,Any],function_json:Dict[str,Any]=None): + """ + @param: function: the single function to generate a pydantic model + @param: extra_arguments: the extra arguments + """ + extra_arguments = copy.deepcopy(extra_arguments_json) + extra_argumentModel = None + if extra_arguments is not None and "properties" in extra_arguments.keys(): + extra_argumentModel = cls.create_object_model(extra_arguments,"ExtraArgumentModel",extra_argumentModel) + + functionCallModel = None + if function_json is not None: + function = copy.deepcopy(function_json) + parameters = function["parameters"] + if "properties" in parameters.keys(): + argumentModel = cls.create_object_model(parameters,"ArgumentModel") + + functionCallModel = cls.create_function_call_model() + functionCallModel = cls.add_property(functionCallModel,"name",str,required=True,constrain={"regex":function["name"]}) + if argumentModel is not None: + functionCallModel = cls.add_property(functionCallModel,"arguments",argumentModel,required=True) + totalModel = cls.create_total_model() + if extra_argumentModel is not None: + totalModel = cls.add_property(totalModel,"arguments",extra_argumentModel,required=True) + if functionCallModel is not None: + totalModel = cls.add_property(totalModel,"function_call",functionCallModel,required=True) + return totalModel + + + def create_all_functions_model(self,extra_arguments:Dict[str,Any]=None,functions:list=None,function_call:Dict[str,Any]=None): + """ + @param: functions: a list of functions + @param: extra_argument: a json of extra_arguments + @param: function_call: a json of function call + """ + self.functionCallModels = [] + if functions is None or len(functions)==0: + self.functionCallModels.append(self.add_function_model(extra_arguments)) + return + for function in functions: + if function_call is not None and "name" in function_call.keys(): + if function_call["name"] == function["name"]: + self.functionCallModels.append(self.add_function_model(extra_arguments,function)) + return + else: + self.functionCallModels.append(self.add_function_model(extra_arguments,function)) + + + def models_to_regex(self): + """ + 将所有的model专成regex str,填入regex str的列表,返回一个Regex + """ + self.regex_strs = [] + for function in self.functionCallModels: + if hasattr(function, "model_json_schema"): + json_schema = function.model_json_schema() + else: + json_schema = function.schema() + + json_schema = self.post_process(json_schema) + schema = json.dumps(json_schema) + self.regex_strs.append(build_regex_from_schema(schema)) + return self.regex_strs + + + def context_ids_next_ids(self,context_ids:List[int]): + """ + @param: context_ids: the ids of generated tokens (list[list[int]]) + @return: valid_ids: the valid ids of next token (list[list[int]]) + """ + # you should empty the pstates every times except you input all context in order) + self.generator.pstates = [] + import traceback + logits = torch.ones(len(self.model.tokenizer.vocabulary)).to(self.model.device) + # masked_logits + try: + masked_logits = self.generator.create_proposal(torch.tensor([context_ids]).to(self.model.device), logits) + # valid indexes + non_inf_indices = torch.nonzero(masked_logits != -math.inf).squeeze(dim=1) + non_inf_indices = non_inf_indices[:,1] + non_inf_indices = non_inf_indices.tolist() + except Exception as e: + print("no available path") + non_inf_indices = [] + return non_inf_indices + + + def post_process(self,schema): + com_schema = schema + if "definitions" in com_schema.keys(): + for prop in com_schema["definitions"].keys(): + if "type" not in com_schema["definitions"][prop].keys(): + com_schema["definitions"][prop]["type"]="string" + + return com_schema + + def create_generator(self,model:models.Transformers,function_info:Dict[str,Any],generate_params:Dict = {}): + """ + @param: model: the transformer model + @param: functions: a list of functions + @param: extra_argument: a json of extra_arguments + @param: function_call: a json of function call name + @param: generate_params: a dict of inference constraint arguments + @return: create a generator for guided generate + """ + extra_arguments = function_info.get("arguments",None) + functions = function_info.get("functions",None) + function_call = function_info.get("function_call",None) + self.create_all_functions_model(extra_arguments,functions,function_call) + regex_list = self.models_to_regex() + self.model = model + # temperature and so on + self.model.add_logits_processor(generate_params) + self.generator = generate.choice(self.model, regex_list,generate_params.get("max_tokens")) + return self.generator + + def check(self,call_info:str): + """ + @param: function: the dynamic BaseModel generated for specified function + """ + try: + call_info_json = json.loads(call_info) + except Exception: + return False + if "name" not in call_info_json.keys(): + return False + if "arguments" not in call_info_json.keys(): + return False + try: + self.functionCallModel.model_validate_json(call_info) + except Exception: + return False + return True + + diff --git a/XAgentGen/xgen/server/__init__.py b/XAgentGen/xgen/server/__init__.py new file mode 100644 index 0000000..fd59356 --- /dev/null +++ b/XAgentGen/xgen/server/__init__.py @@ -0,0 +1,2 @@ +from .datamodel import * +from .message_formater import * \ No newline at end of file diff --git a/XAgentGen/xgen/server/datamodel.py b/XAgentGen/xgen/server/datamodel.py new file mode 100644 index 0000000..a27fa34 --- /dev/null +++ b/XAgentGen/xgen/server/datamodel.py @@ -0,0 +1,40 @@ +from pydantic import BaseModel +from typing import Optional + +class FuncReq(BaseModel): + """The request for function call""" + messages:Optional[list[dict]] + arguments:Optional[dict] + functions:Optional[list[dict]] + function_call:Optional[dict] + temperature:Optional[float] + max_tokens:Optional[int] + top_p:Optional[float] + top_k:Optional[int] + repetition_penalty:Optional[float] + model:str + + +class Usage(BaseModel): + """The record for token consumption""" + prompt_tokens:int + completion_tokens:int + total_tokens:int + +class FuncResult(BaseModel): + """The response for function call""" + arguments:Optional[dict] + function_call:Optional[dict] + +class Message(BaseModel): + content: str + +class XAgentMessage(BaseModel): + message:Message + finish_reason:str + index:int + +class XAgentResponse(BaseModel): + model:str + usage:Optional[Usage] + choices:list[XAgentMessage] diff --git a/XAgentGen/xgen/server/message_formater.py b/XAgentGen/xgen/server/message_formater.py new file mode 100644 index 0000000..805db7e --- /dev/null +++ b/XAgentGen/xgen/server/message_formater.py @@ -0,0 +1,167 @@ +#!/usr/bin/env python +# encoding: utf-8 +import json +import os +import orjson +from io import StringIO +from ruamel import yaml + +folded = yaml.scalarstring.FoldedScalarString +literal = yaml.scalarstring.LiteralScalarString + +yaml_obj = yaml.YAML() +yaml_obj.width = 1000000 + + +B_INST, E_INST = "[INST]", "[/INST]" +B_SYS, E_SYS = "<>\n", "\n<>\n\n" +BOS, EOS = "", "" + +# custom yaml dump +def custom_yaml_dump(item): + if item is None: + return item + elif isinstance(item, dict): + data = {} + for key, value in item.items(): + data[key] = custom_yaml_dump(value) + return data + elif isinstance(item, str) and '\n' in item: + return literal(item) + else: + return item + + +def yaml_load(string): + f = StringIO(string) + data = yaml_obj.load(f) + return data + + +def yaml_dump(item): + f = StringIO() + item = custom_yaml_dump(item) + yaml_obj.dump(item, f) + f.seek(0) + string = f.read() + return string + + +def message_format(msg): + """https://github.com/facebookresearch/llama/blob/main/llama/generation.py#L343""" + if msg["role"] == "user": + string = f"{BOS}{B_INST} {msg['content'].strip()} {E_INST} " + elif msg["role"] == "assistant": + string = f"{msg['content'].strip()}{EOS}" + else: + raise NotImplementedError + return string + + +def merge_messages(messages): + new_messages = [] + pre_role = "" + for msg in messages: + # system message should be merged with user message + # reference: https://github.com/facebookresearch/llama/blob/main/llama/generation.py#L324 + if msg['role'] == 'system': + role = 'user' + content = B_SYS + msg["content"] + E_SYS + else: + role = msg['role'] + content = msg['content'] + + if role == pre_role: + new_messages[-1]["content"] += "\n" + content + else: + new_messages.append({'role': role, 'content': content}) + pre_role = role + return new_messages + + +def find_system_msg(messages): + idx = -1 + for i, msg in enumerate(messages): + if msg["role"] == "system": + idx = i + return idx + + +def my_dump(item, dump_method): + item = json_try(item) + if dump_method == 'yaml': + return yaml_dump(item) + elif dump_method == 'json': + return json.dumps(item, ensure_ascii=False) + else: + raise NotImplementedError + + +def json_try(item): + if isinstance(item, str): + try: + x = json.loads(item) + if not isinstance(x, str): + return json_try(x) + else: + return x + except: + return item + elif isinstance(item, dict): + data = {} + for key, value in item.items(): + data[key] = json_try(value) + return data if len(data) > 0 else None + elif isinstance(item, list): + data = [] + for x in item: + data.append(json_try(x)) + return data if len(data) > 0 else None + else: + return item + + +def my_load(string, dump_method): + if dump_method == 'yaml': + return yaml_load(string) + elif dump_method == 'json': + return json.loads(string) + else: + raise NotImplementedError + + +def format(item, dump_method='yaml'): + """ + reformat the request item + item: {"messages": ..., "arguments": ..., "functions": ..., "function_call": ...} + """ + if "arguments" in item and item['arguments'] is not None and len(item['arguments']) > 0: + arguments_string = "# Global Arguments\n" + my_dump(item["arguments"], "yaml") + else: + arguments_string = "" + if "functions" in item and item['functions'] is not None and len(item['functions']) > 0: + functions_string = "# Functions\n" + my_dump(item["functions"], "yaml") + else: + functions_string = "" + if "function_call" in item and item['function_call'] is not None and 'name' in item['function_call']: + function_call_string = f"You need to use {item['function_call']['name']} function." + else: + function_call_string = "" + system_prefix = ( + "Response with following json schemas:\n" + + f"{arguments_string}\n{functions_string}\n{function_call_string}" + ) + system_prefix = system_prefix.strip() + + dialog = item["messages"] + sys_msg_idx = find_system_msg(dialog) + if sys_msg_idx == -1: + dialog.insert(0, {"role": "system", "content": system_prefix}) + else: + dialog[sys_msg_idx]["content"] += "\n" + system_prefix + + dialog = merge_messages(dialog) + input_string = "".join([message_format(msg) for msg in dialog]) + return input_string + + diff --git a/XAgentGen/xgen/text/__init__.py b/XAgentGen/xgen/text/__init__.py new file mode 100644 index 0000000..3e47c76 --- /dev/null +++ b/XAgentGen/xgen/text/__init__.py @@ -0,0 +1 @@ +from .json_schema import build_schedule_from_schema \ No newline at end of file diff --git a/XAgentGen/xgen/text/generate/__init__.py b/XAgentGen/xgen/text/generate/__init__.py new file mode 100644 index 0000000..8620fc4 --- /dev/null +++ b/XAgentGen/xgen/text/generate/__init__.py @@ -0,0 +1 @@ +from .regex import choice, float, integer, json, regex diff --git a/XAgentGen/xgen/text/generate/regex.py b/XAgentGen/xgen/text/generate/regex.py new file mode 100644 index 0000000..633fbd0 --- /dev/null +++ b/XAgentGen/xgen/text/generate/regex.py @@ -0,0 +1,456 @@ +import math +from json import dumps +from typing import TYPE_CHECKING, Dict, List, Optional, Set, Tuple, Union + +import interegular +import torch +from pydantic import BaseModel + +from outlines.text.fsm import create_fsm_index_tokenizer, make_deterministic_fsm +from outlines.text.generate.continuation import Continuation +from xgen.text.json_schema import build_regex_from_schema + +from cachetools import TTLCache + + +if TYPE_CHECKING: + from outlines.text.generate.sample import Sampler + +pstate_to_vocab_path_cache = TTLCache(maxsize=20, ttl=3600) + +def to_hash(vocabulary, regex_str, eos_token): + string = f"vocabulary:{''.join(vocabulary)}, regex: {regex_str}, eos_token: {eos_token}" + return hash(string) + +class Regex(Continuation): + """Represents a regex-based generation model. + + `Regex` instances are constrained generation models that only generate + sequences matching a given regex. + + >>> import outlines.text as text + >>> generator = text.generate.regex(model, "(0|[1-9][0-9]+)") + + Sequences can then be generated from a prompt as follows: + + >>> sequence_1 = generator("Return an integer between 0 and 10") + >>> sequence_2 = generator("Rate the movie "Hackers" on a scale from 0 to 10") + + .. note: + Reuse instances of these guided generators (e.g. `generator` from the + above example) whenever possible, because constructing them has more + overhead than generating token sequences from them. + + """ + + def __init__( + self, + model, + regex_string: str, + max_tokens: Optional[int] = None, + *, + sampler: Optional["Sampler"] = None, + stop: Union[str, List[str]] = [], + allow_empty_tokens: bool = True, + initial_state: Optional[int] = None, + final_states: Optional[Set[int]] = None, + states_to_token_maps: Optional[Dict[int, Dict[int, int]]] = None, + empty_token_ids: Optional[Set[int]] = None, + ): + """ + + Parameters + ---------- + model + The instance of the model used to generate next-token probabilities. + regex_string + The regex with which the token sampling process is guided/constrained. + max_tokens + The maximum number of tokens to be sampled. + sampler + The function used to draw samples. Defaults to + `outlines.text.generate.sample.multinomial`. See + `outlines.text.generate.sample.Sampler` for the expected form of + such functions. + stop + Optional stopping string(s). + allow_empty_tokens + Allow sampling of tokens corresponding to empty strings. + states_to_token_maps + Pre-computed map of FSM start states to maps between token ids and their + corresponding FSM end states. + empty_token_ids + Pre-computed set of token ids for tokens that are empty strings. + + """ + super().__init__(model, max_tokens, sampler, stop) + + if ( + states_to_token_maps is None + or empty_token_ids is None + or initial_state is None + or final_states is None + ): + vocab = model.tokenizer.vocabulary + sorted_vocabulary = [ + model.tokenizer.convert_token_to_string(k) + for k, v in sorted(vocab.items(), key=lambda kv: kv[1]) + ] + hash_key = to_hash(list(sorted_vocabulary), regex_string, model.tokenizer.eos_token) + + if hash_key in pstate_to_vocab_path_cache: + + regex_fsm,self.states_to_token_maps,self.empty_token_ids = pstate_to_vocab_path_cache[hash_key] + self.initial_state = regex_fsm.initial + self.final_states = regex_fsm.finals + + + else: + regex_pattern = interegular.parse_pattern(regex_string) + regex_fsm, _ = make_deterministic_fsm(regex_pattern.to_fsm().reduce()) + ( + self.states_to_token_maps, + self.empty_token_ids, + ) = create_fsm_index_tokenizer(regex_fsm, model.tokenizer) + self.initial_state = regex_fsm.initial + self.final_states = regex_fsm.finals + pstate_to_vocab_path_cache[hash_key] = (regex_fsm,self.states_to_token_maps,self.empty_token_ids) + else: + self.initial_state = initial_state + self.final_states = final_states + self.states_to_token_maps = states_to_token_maps + self.empty_token_ids = empty_token_ids + + # Check whether a terminal path (from the initial state of the FSM to + # one of its terminal states) exists, raise an exception otherwise. + if not any( + self.final_states.intersection(v.values()) + for v in self.states_to_token_maps.values() + ): + raise ValueError( + "The vocabulary does not allow us to build a sequence that matches the input regex" + ) + + # When an EOS is observed, the last FSM state becomes `-1`. + self.last_fsm_states: List[int] = [] + self.mask_cache: Dict[Tuple[int, int], torch.LongTensor] = {} + self.regex_string = regex_string + self.allow_empty_tokens = allow_empty_tokens + + def create_proposal( + self, generated_token_ids: torch.LongTensor, logits: torch.DoubleTensor + ) -> torch.DoubleTensor: + """Modify the next-token logits so that only valid tokens can be generated. + + Parameters + ---------- + generated_token_ids + The token ids generated so far. + logits + The next-token logits. + + """ + + assert generated_token_ids.ndim == 2 + + if len(self.last_fsm_states) == 0: + self.last_fsm_states = [self.initial_state for _ in range(logits.shape[0])] + + masks = [] + + for i, (token_seq, last_state) in enumerate( + zip( + generated_token_ids, + self.last_fsm_states, + ) + ): + if token_seq.shape[0] > 0: + # Get the last token that was sampled + last_token = int(token_seq[-1]) + + if last_token in self.empty_token_ids: + # An empty token was sampled, so the FSM state hasn't changed + next_state = last_state + next_token_ids = list(self.states_to_token_maps[last_state].keys()) + + elif last_token != self.model.tokenizer.eos_token_id: + # If we previously ended with an EOS, we shouldn't be + # getting/sampling any more non-EOS tokens. + assert last_state > -1 + + last_token_to_end_state = self.states_to_token_maps[last_state] + + next_state = last_token_to_end_state[last_token] + + next_tokens_to_end_states = self.states_to_token_maps.get( + next_state + ) + + if next_tokens_to_end_states is None: + # If there are no transitions from the current state, + # then we must've been in a final state of the FSM. + # We produce EOS tokens from here on. + assert next_state in self.final_states + next_state = -1 + next_token_ids = [self.model.tokenizer.eos_token_id] + else: + next_token_ids = list(next_tokens_to_end_states.keys()) + else: + # Since we already have an EOS, only sample EOS tokes from + # here on. + next_state = -1 + next_token_ids = [self.model.tokenizer.eos_token_id] + else: + # There weren't any previous tokens, so we can't update the state + next_state = last_state + next_token_ids = list(self.states_to_token_maps[last_state].keys()) + + mask = self._get_mask_for_state( + next_state, logits.shape[-1], next_token_ids + ) + masks.append(mask) + self.last_fsm_states[i] = next_state + + mask = torch.concatenate(masks, dim=0) + + return logits + mask + + def _get_mask_for_state( + self, state: int, size: int, next_token_ids: List[int] + ) -> torch.LongTensor: + mask = self.mask_cache.get((state, size)) + + if mask is None: + mask = torch.full( + (size,), + -math.inf, + device=self.device, + ) + + if self.allow_empty_tokens: + token_ids = list(self.empty_token_ids) + next_token_ids + else: + token_ids = next_token_ids + + mask[token_ids] = 0 + mask = mask.unsqueeze(0) + self.mask_cache[(state, size)] = mask + + return mask + + def postprocess_completions(self, completions: List[str]) -> List[str]: + self.last_fsm_states.clear() + return super().postprocess_completions(completions) + + +def regex( + model, + regex_string: str, + max_tokens: Optional[int] = None, + *, + sampler: Optional["Sampler"] = None, + allow_empty_tokens: bool = True, +): + """Generate text sequences that match the input regex. + + .. note: + Reuse instances of these guided generators whenever possible, + because constructing them has more overhead than generating + token sequences from them. See the docstring for `Regex`. + + Parameters + ---------- + model + The language model to use to compute the next-token logits. + regex_string + The regular expression that generated expressions must match. + max_tokens + The maximum number of tokens to generate. + sampler + The function used to draw samples. Defaults to + `outlines.text.generate.sample.multinomial`. See + `outlines.text.generate.sample.Sampler` for the expected form of + such functions. + allow_empty_tokens + Allow sampling of tokens corresponding to empty strings. + + """ + return Regex( + model, + regex_string, + max_tokens, + sampler=sampler, + allow_empty_tokens=allow_empty_tokens, + ) + + +def integer( + model, + max_tokens: Optional[int] = None, + *, + sampler: Optional["Sampler"] = None, + allow_empty_tokens: bool = True, +): + """Generate integers. + + The regex used to constrain the generation optionally matches plus or minus + signs and forbids leading zeros (even if the `int` function in Python allows + them). + + .. note: + Reuse instances of these guided generators whenever possible, + because constructing them has more overhead than generating + token sequences from them. See the docstring for `Regex`. + + Parameters + ---------- + model + The language model to use to compute the next-token logits. + max_tokens + The maximum number of tokens to generate. + sampler + The function used to draw samples. Defaults to + `outlines.text.generate.sample.multinomial`. See + `outlines.text.generate.sample.Sampler` for the expected form of + such functions. + allow_empty_tokens + Allow sampling of tokens corresponding to empty strings. + + """ + return Regex( + model, + r"[-+]?\d+", + max_tokens, + sampler=sampler, + allow_empty_tokens=allow_empty_tokens, + ) + + +def float( + model, + max_tokens: Optional[int] = None, + *, + sampler: Optional["Sampler"] = None, + allow_empty_tokens: bool = True, +): + """Generate floating-point numbers. + + The regex used to constrain the generation optionally matches plus or minus + signs, and forbids leading zeros (even if the `float` function in Python + allows them). + + .. note: + Reuse instances of these guided generators whenever possible, + because constructing them has more overhead than generating + token sequences from them. See the docstring for `Regex`. + + Parameters + ---------- + model + The language model to use to compute the next-token logits. + max_tokens + The maximum number of tokens to generate. + sampler + The function used to draw samples. Defaults to + `outlines.text.generate.sample.multinomial`. See + `outlines.text.generate.sample.Sampler` for the expected form of + such functions. + allow_empty_tokens + Allow sampling of tokens corresponding to empty strings. + + """ + return Regex( + model, + r"([+-]?((0|[1-9]+)([.][0-9]*)?)|([.][0-9]+))", + max_tokens, + sampler=sampler, + allow_empty_tokens=allow_empty_tokens, + ) + + +def choice( + model, + choices: List[str], + max_tokens: Optional[int] = None, + *, + sampler: Optional["Sampler"] = None, + allow_empty_tokens: bool = True, +): + """Choose between different sequences. + + .. note: + Reuse instances of these guided generators whenever possible, + because constructing them has more overhead than generating + token sequences from them. See the docstring for `Regex`. + + Parameters + ---------- + model + The language model to use to compute the next-token logits. + max_tokens + The maximum number of tokens to generate. + sampler + The function used to draw samples. Defaults to + `outlines.text.generate.sample.multinomial`. See + `outlines.text.generate.sample.Sampler` for the expected form of + such functions. + allow_empty_tokens + Allow sampling of tokens corresponding to empty strings. + """ + regex_str = r"(" + r"|".join(choices) + r")" + return Regex( + model, + regex_str, + max_tokens, + sampler=sampler, + allow_empty_tokens=allow_empty_tokens, + ) + + +def json( + model, + schema: Union[str, BaseModel], + max_tokens: Optional[int] = None, + *, + sampler: Optional["Sampler"] = None, + allow_empty_tokens: bool = True, +): + """Generate a text sequence that follows a JSON schema or Pydantic model. + + .. note: + Reuse instances of these guided generators whenever possible, + because constructing them has more overhead than generating + token sequences from them. See the docstring for `Regex`. + + Parameters + --------- + model + The language model to use to compute the next-token logits. + schema + The JSON schema or Pydantic model that guides the generation. + max_tokens + The maximum number of tokens to generate. + sampler + The function used to draw samples. Defaults to + `outlines.text.generate.sample.multinomial`. See + `outlines.text.generate.sample.Sampler` for the expected form of + such functions. + allow_empty_tokens + Allow sampling of tokens corresponding to empty strings. + + """ + if isinstance(schema, type(BaseModel)): + if hasattr(schema,"model_json_schema"): + schema = dumps(schema.model_json_schema()) + else: + schema = dumps(schema.schema()) + + regex_str = build_regex_from_schema(schema) + + return Regex( + model, + regex_str, + max_tokens, + sampler=sampler, + allow_empty_tokens=allow_empty_tokens, + ) diff --git a/XAgentGen/xgen/text/json_schema.py b/XAgentGen/xgen/text/json_schema.py new file mode 100644 index 0000000..d2a63b7 --- /dev/null +++ b/XAgentGen/xgen/text/json_schema.py @@ -0,0 +1,341 @@ +import itertools +import json +import re +from typing import Callable, Dict + +STRING_INNER = r'(?:[^"\\\x00-\x1f\x7f-\x9f]|\\["\\/bfnrt]|\\u[0-9a-fA-F]{4})' + +STRING = f'"{STRING_INNER}*"' +INTEGER = r"(0|[1-9][0-9]*)" +NUMBER = rf"(-)?({INTEGER})(\.[0-9]+)?([eE][+-][0-9]+)?" +BOOLEAN = r"(true|false)" +NULL = r"null" + +type_to_regex = { + "string": STRING, + "integer": INTEGER, + "number": NUMBER, + "boolean": BOOLEAN, + "null": NULL, +} + + +def build_regex_from_schema(schema: str): + """Turn a JSON schema into a regex that matches any JSON object that follows + this schema. + + Parameters + ---------- + schema + A string that contains the JSON schema. + + Returns + ------- + A string that contains a regular expression that matches any JSON object that + follows the schema. + + """ + schedule = build_schedule_from_schema(schema) + + regex = "" + for step in schedule: + regex += match_step_to_regex(step) + + return regex + + +def _ref_resolver(schema: Dict) -> Callable[[str], Dict]: + cache: Dict[str, Dict] = dict() + + if "$id" in schema: + cache[schema["$id"]] = schema + + if "$defs" in schema: + for definition, annotation in schema["$defs"].items(): + cache[f"#/$defs/{definition}"] = annotation + + if "$id" in annotation: + cache[annotation["$id"]] = annotation + + if "definitions" in schema: + for definition, annotation in schema["definitions"].items(): + cache[f"#/definitions/{definition}"] = annotation + + if "$id" in annotation: + cache[annotation["$id"]] = annotation + + def resolver(reference: str) -> Dict: + """Resolve a $ref reference in the context of the top-level schema.""" + + if reference in cache: + return cache[reference] + + path = reference.split("/") + + # Navigate through the top-level schema based on the path + subschema = schema + + if path[0] != "#": + raise ValueError(f"Unable to resolve reference: {reference}") + + for step in path[1:]: + if step in subschema: + subschema = subschema[step] + else: + raise ValueError(f"Unable to resolve reference: {reference}") + + cache[reference] = subschema + return subschema + + return resolver + + +def build_schedule_from_schema(schema: str): + """Turn a JSON schema into a regex that matches any JSON object that follows + this schema. + + JSON Schema is a declarative language that allows to annotate JSON documents + with types and descriptions. These schemas can be generated from any Python + datastructure that has type annotation: namedtuples, dataclasses, Pydantic + models. And by ensuring that the generation respects the schema we ensure + that the output can be parsed into these objects. + This function parses the provided schema and builds a generation schedule which + mixes deterministic generation (fixed strings), and sampling with constraints. + + Parameters + ---------- + schema + A string that represents a JSON Schema. + + Returns + ------- + A generation schedule. A list of strings that represent the JSON + schema's structure and regular expression that define the structure of + the fields. + + References + ---------- + .. [0] JSON Schema. https://json-schema.org/ + + """ + schema = json.loads(schema) + + schema = expand_json_schema(schema, resolver=_ref_resolver(schema)) + schedule = build_schedule_from_instance(schema) + + # Concatenate adjacent strings + reduced_schedule = [ + x + for cls, grp in itertools.groupby(schedule, type) + for x in (("".join(grp),) if cls is str else grp) + ] + + return reduced_schedule + + +def expand_item_json_schema(expanded_property: Dict, resolver: Callable[[str], Dict]): + """Recursively expand "$ref"s in "item"s.""" + if "items" not in expanded_property.keys(): + return + elif "$ref" in expanded_property["items"]: + expanded_property["items"] = expand_json_schema( + resolver(expanded_property["items"]["$ref"]), resolver + ) + else: + expand_item_json_schema(expanded_property["items"], resolver) + +def expand_multi_type(expanded_property:Dict, resolver: Callable[[str], Dict]): + """ + specially recursively expand multi type + replace the "ref" string + """ + if "anyOf" not in expanded_property.keys(): + return + for i,a in enumerate(expanded_property["anyOf"]): + if "$ref" in a: + expanded_property["anyOf"][i] = expand_json_schema( + resolver(a["$ref"]),resolver + ) + elif "type" in a and a["type"]=="array": + expand_item_json_schema(a,resolver) + + + +def expand_json_schema( + raw_schema: Dict, + resolver: Callable[[str], Dict], +): + """Replace references by their value in the JSON Schema. + + This recursively follows the references to other schemas in case + of nested models. Other schemas that may exist at a higher level + within the overall schema may be referenced via the `$ref` keyword + according to the JSON Schema specification. + + + Parameters + --------- + raw_schema + The raw JSON schema as a Python dictionary, possibly with definitions + and references. + resolver + A function that takes a reference and returns the corresponding schema + or subschema from the currently scoped top-level schema. + + Returns + ------- + A dictionary that represents the flattened equivalent of the input + JSON schema. + + """ + expanded_properties = {} + + if "properties" in raw_schema: + if "$id" in raw_schema: + # see https://json-schema.org/understanding-json-schema/structuring#bundling + resolver = _ref_resolver(raw_schema) + + for name, value in raw_schema["properties"].items(): + if "$ref" in value: # if item is a single element + expanded_properties[name] = expand_json_schema( + resolver(value["$ref"]), resolver + ) + elif "type" in value and value["type"] == "array": # if item is a list + expanded_properties[name] = value + + if "$ref" in value["items"] or ( + "type" in value["items"] and value["items"]["type"] == "array" + ): + expand_item_json_schema(expanded_properties[name], resolver) + else: + expanded_properties[name]["items"] = value["items"] + elif "anyOf" in value and "type" not in value: + expanded_properties[name] = value + expand_multi_type(expanded_properties[name],resolver) + else: + expanded_properties[name] = value + + return { + **({"title": raw_schema["title"]} if "title" in raw_schema else {}), + "type": raw_schema["type"], + "properties": expanded_properties, + } + + else: + return raw_schema + + +def build_schedule_from_instance(instance: Dict): + """Build a generation schedule from a instance. + + This recursively follows the references to other instances. + + Parameters + ---------- + instance + An instance, can be the JSON schema itself. + indent + The current indentation level + + Returns + ------- + A generation schedule for the instance, a list of strings that represent + the structure of the JSON schema and dictionaries that contain the + instance definition. + + """ + schedule = [] + if "properties" in instance: + schedule.append(r"\{") + schedule += build_schedule_from_instance(instance["properties"]) + schedule.append(r"\}") + else: + for i, (name, annotation) in enumerate(instance.items()): + whitespace = r"[\n ]" + schedule.append(f'{whitespace}"{name}"{whitespace}:{whitespace}') + + if "anyOf" in annotation: + schedule.append(annotation) + elif annotation["type"] == "object": + schedule += build_schedule_from_instance(annotation) + else: + schedule.append(annotation) + + # We cannot add commas after the last key-value pair in JSON + if i == len(instance) - 1: + schedule.append(whitespace) + else: + schedule.append(f"{whitespace},") + + return schedule + + +def match_step_to_regex(step): + """Translate an element of a JSON schema to a regex that defines its content. + + Parameters + ---------- + step: + A string that represents the schema's structure, or a dictionary + that represents a field in the schema. + + Returns + ------- + A string that represents a regular expression that defines the value of the + schedule's step. + + """ + if isinstance(step, str): + return step + + if isinstance(step, dict): + keys = set(step.keys()) + + if all(key in keys for key in ("enum", "type")) and step["type"] == "string": + choices = [f'"{re.escape(choice)}"' for choice in step["enum"]] + return f"({'|'.join(choices)})" + + elif "enum" in keys: + choices = [re.escape(str(choice)) for choice in step["enum"]] + return f"({'|'.join(choices)})" + + elif all(key in keys for key in ("type", "items")) and step["type"] == "array": + item_regexes = match_step_to_regex(step["items"]) + return rf"\[({item_regexes})(,({item_regexes}))*\]" + + elif "type" in keys and step["type"] == "object": + steps = build_schedule_from_schema(json.dumps(step)) + regex_str = "" + for step in steps: + regex_str += match_step_to_regex(step) + return regex_str + + elif ( + all(key in keys for key in ("type", "maxLength")) + and step["type"] == "string" + ): + max_length = step["maxLength"] + return f'"{STRING_INNER}{{,{max_length}}}"' + + elif ( + all(key in keys for key in ("type", "minLength")) + and step["type"] == "string" + ): + min_length = step["minLength"] + return f'"{STRING_INNER}{{{min_length},}}"' + + elif ( + all(key in keys for key in ("type","pattern")) + and step["type"] == "string" + ): + pattern = step["pattern"] + return f'("{pattern}")' + + elif "type" in keys: + return type_to_regex[step["type"]] + + elif "anyOf" in keys: + regexes = [match_step_to_regex(choice) for choice in step["anyOf"]] + return rf"({'|'.join(regexes)})" + + raise NotImplementedError diff --git a/XAgentIO/BaseIO.py b/XAgentIO/BaseIO.py deleted file mode 100644 index 6217c80..0000000 --- a/XAgentIO/BaseIO.py +++ /dev/null @@ -1,70 +0,0 @@ -from XAgentIO.input.CommandLineInput import CommandLineInput -from XAgentIO.input.base import BaseInput -from XAgentIO.output.CommandLineOutput import CommandLineOutput -from XAgentIO.output.base import BaseOutput - - -class XAgentIO: - """ - A class to represent the input and output settings of the XAgent. - - It takes an input and an output as arguments which should be - instances of the BaseInput and BaseOutput classes respectively. - - If the specified input/output is not given or incorrect, - CommandLineInput/CommandLineOutput instance is used. - - Attributes: - Input: An instance of the BaseInput class to take input. - Output: An instance of the BaseOutput class to give output. - logger: The logging instance used. - """ - - def __init__(self, input: BaseInput, output: BaseOutput) -> None: - """ - Initializes XAgent's input and output settings. - - Args: - input (BaseInput): An instance of BaseInput class to be used for taking input. - output (BaseOutput): An instance of BaseOutput class to be used for giving output. - - Raises: - TypeError: If the input is not an instance of BaseInput. - TypeError: If the output is not an instance of BaseOutput. - """ - - if input is None: - self.Input = CommandLineInput() - else: - if not isinstance(input, BaseInput): - raise TypeError("input must be a BaseInput instance") - - self.Input = input - - if output is None: - self.Output = CommandLineOutput() - else: - if not isinstance(output, BaseOutput): - raise TypeError("output must be a BaseOutput instance") - - self.Output = output - - - def set_logger(self, logger): - """ - Set the logger for the XAgentIO instance and the - input and output instances as well. - - Args: - logger: Logging instance to be set. - """ - self.logger = logger - self.Input.set_logger(logger) - self.Output.set_logger(logger) - - def close(self): - """ - Closes the Input and Output for the current XAgentIO instance. - """ - self.Input.close() - self.Output.close() \ No newline at end of file diff --git a/XAgentIO/exception.py b/XAgentIO/exception.py deleted file mode 100644 index 264a23d..0000000 --- a/XAgentIO/exception.py +++ /dev/null @@ -1,124 +0,0 @@ -class XAgentIOError(Exception): - """The base class for exceptions in related to XAgent input/output (IO) operations.""" - - pass - - -class XAgentIOInterruptError(XAgentIOError): - """A type of XAgentIOError that's raised when an IO operation is interrupted. - - Attributes: - message (str): An explanation of the error. - """ - - def __init__(self, message="XAgent IO Interrupt!"): - self.message = message - super().__init__(self.message) - - -class XAgentIOTimeoutError(XAgentIOError): - """A type of XAgentIOError that's raised when an IO operation times out. - - Attributes: - message (str): An explanation of the error. - """ - - def __init__(self, message="XAgent IO Timeout!"): - self.message = message - super().__init__(self.message) - - -class XAgentIOCloseError(XAgentIOError): - """A type of XAgentIOError that's raised when an error occurs while closing an IO stream. - - Attributes: - message (str): An explanation of the error. - """ - - def __init__(self, message="XAgent IO Close!"): - self.message = message - super().__init__(self.message) - - -class XAgentIOWebSocketError(XAgentIOError): - """A type of XAgentIOError that's raised for errors in websocket communications. - - Attributes: - message (str): An explanation of the error. - """ - - def __init__(self, message="XAgent IO WebSocket Error!"): - self.message = message - super().__init__(self.message) - - -class XAgentIOWebSocketTimeoutError(XAgentIOWebSocketError): - """A type of XAgentIOWebSocketError that's raised when a websocket operation times out. - - Attributes: - message (str): An explanation of the error. - """ - - def __init__(self, message="XAgent IO WebSocket Timeout!"): - self.message = message - super().__init__(self.message) - - -class XAgentIOWebSocketDisconnectError(XAgentIOWebSocketError): - """A type of XAgentIOWebSocketError that's raised when a websocket disconnects unexpectedly. - - Attributes: - message (str): An explanation of the error. - """ - - def __init__(self, message="XAgent IO WebSocket Disconnect!"): - self.message = message - super().__init__(self.message) - - -class XAgentIOWebSocketConnectError(XAgentIOWebSocketError): - """A type of XAgentIOWebSocketError that's raised when a connection to a websocket cannot be established. - - Attributes: - message (str): An explanation of the error. - """ - - def __init__(self, message="XAgent IO WebSocket Connect Error!"): - self.message = message - super().__init__(self.message) - - -class XAgentIOWebSocketCloseError(XAgentIOWebSocketError): - """A type of XAgentIOWebSocketError that's raised when a websocket cannot be closed properly. - - Attributes: - message (str): An explanation of the error. - """ - - def __init__(self, message="XAgent IO WebSocket Close!"): - self.message = message - super().__init__(self.message) - - -class XAgentIOWebSocketSendError(XAgentIOWebSocketError): - """A type of XAgentIOWebSocketError that's raised when a message cannot be sent over a websocket. - - Attributes: - message (str): An explanation of the error. - """ - - def __init__(self, message="XAgent IO WebSocket Send Error!"): - self.message = message - super().__init__(self.message) - - -class XAgentIOWebSocketReceiveError(XAgentIOWebSocketError): - """A type of XAgentIOWebSocketError that's raised when a message cannot be received from a websocket. - - Attributes: - message (str): An explanation of the error. - """ - - def __init__(self, message="XAgent IO WebSocket Receive Error!"): - self.message = message - super().__init__(self.message) \ No newline at end of file diff --git a/XAgentIO/input/HttpInput.py b/XAgentIO/input/HttpInput.py deleted file mode 100644 index 0617d9c..0000000 --- a/XAgentIO/input/HttpInput.py +++ /dev/null @@ -1,36 +0,0 @@ -from XAgentIO.input.base import BaseInput - -class HttpInput(BaseInput): - """ - A class to represent an HTTP input, inherit from the BaseInput class. - - This class should be used as a base class and implements some basic functionality that all HTTP inputs will share. - Derived classes should provide an implementation for the run method. - - Attributes: - ----------- - None - - Methods: - ------- - run() Raises NotImplementedError - """ - - def __init__(self): - """ - Constructs all the necessary attributes for the HttpInput object by calling super class's init method. - """ - super().__init__() - - def run(self): - """ - Triggers the HTTP input. - - It's only a placeholder for child classes to overwrite. Calling this method directly - from an instance of this class will throw a NotImplementedError. - - Raises: - -------- - NotImplementedError: If the method is not overwritten by a child class. - """ - raise NotImplementedError \ No newline at end of file diff --git a/XAgentIO/input/RestApiInput.py b/XAgentIO/input/RestApiInput.py deleted file mode 100644 index 6d04d60..0000000 --- a/XAgentIO/input/RestApiInput.py +++ /dev/null @@ -1,27 +0,0 @@ -from XAgentIO.input.base import BaseInput - - -class RestApiInput(BaseInput): - """A class used to represent RestApi input which inherits from `BaseInput`. - - This class is a base class for all input classes that are intended - to handle RestApi inputs. - - Note: - Do not use this class directly, use one of its child classes instead. - - Attributes: - None - """ - - def __init__(self): - """Initializes `RestApiInput` instances by calling the __init__ method of the base class.""" - super().__init__() - - def run(self): - """This function is meant to be overridden in child classes. - - Raises: - NotImplementedError: Always, since it should be implemented in a child class. - """ - raise NotImplementedError \ No newline at end of file diff --git a/XAgentIO/input/WebSocketInput.py b/XAgentIO/input/WebSocketInput.py deleted file mode 100644 index baa8cc3..0000000 --- a/XAgentIO/input/WebSocketInput.py +++ /dev/null @@ -1,110 +0,0 @@ -import asyncio -import json - -from fastapi import WebSocket, WebSocketDisconnect - -from XAgentIO.exception import (XAgentIOWebSocketDisconnectError, - XAgentIOWebSocketTimeoutError) -from XAgentIO.input.base import BaseInput -from XAgentServer.loggers.logs import Logger -from XAgentServer.response_body import WebsocketResponseBody - - -class WebSocketInput(BaseInput): - """WebSocket input class provides efficient, asyncio-based methods for handling WebSocket input data. - - Attributes: - websocket (WebSocket): WebSocket object where data is being received from. - logger (Logger): A Logger object used for logging debug and error information. - - """ - - def __init__(self, websocket: WebSocket, do_interrupt: bool = False, max_wait_seconds: int = 600): - """Initializes a new instance of the WebSocketInput class. - - Args: - websocket (WebSocket): WebSocket object where data is being received from. - do_interrupt (bool, optional): Boolean value indicating whether to interrupt data input, defaults to False. - max_wait_seconds (int, optional): Maximum seconds to wait for data input before raising a TimeoutError, defaults to 600. - - """ - super().__init__(do_interrupt, max_wait_seconds) - self.websocket = websocket - - def set_logger(self, logger: Logger): - """Sets the logger attribute with the provided Logger object. - - Args: - logger (Logger): The Logger object to set the logger attribute with. - - """ - self.logger = logger - - def set_interrupt(self, do_interrupt: bool = True): - """Sets the do_interrupt attribute with the provided Boolean value. - - Args: - do_interrupt (bool, optional): The Boolean value to set the do_interrupt attribute with, defaults to True. - - """ - self.do_interrupt = do_interrupt - - async def interrupt(self): - """Waits for data for the specified max_wait_seconds, returning the received data if successful. - - Raises: - XAgentIOWebSocketTimeoutError: If no WebSocket data is received within the designated wait time. - - Returns: - dict: The received data as a dictionary if successful, otherwise raises an Error. - - """ - wait = 0 - while wait < self.max_wait_seconds: - print (f"\r waiting for {wait} second, remaining {self.max_wait_seconds - wait} second", end="") - try: - data = await asyncio.wait_for(self.auto_receive(), 1) - if isinstance(data, dict): - data_type = data.get("type", None) - if data_type == "ping": - await self.websocket.send_json({"type": "pong"}) - continue - if data_type == "data": - self.logger.info(f"Receiving data change request...") - self.logger.info(f"Received ：{data}") - wait = 0 - return data - else: - pass - except asyncio.TimeoutError: - wait += 1 - self.logger.error(f"Wait timeout, close.") - self.websocket.send_text(WebsocketResponseBody(data=None, status="failed", message="Wait timeout, close.").to_text()) - raise XAgentIOWebSocketTimeoutError - - - async def auto_receive(self): - """Receives JSON-formatted data from the websocket. - - Returns: - dict: The received data as a dictionary. - - """ - data = await self.websocket.receive_json() - return data - - async def run(self, input): - """Runs the interrupt if do_interrupt is set to True, otherwise returns the received data. - - Args: - input (dict): The received data as a dictionary. - - Returns: - dict: The received data as a dictionary. - - """ - if self.do_interrupt: - data = await self.interrupt() - return data - else: - return input \ No newline at end of file diff --git a/XAgentIO/input/base.py b/XAgentIO/input/base.py deleted file mode 100644 index 87176bb..0000000 --- a/XAgentIO/input/base.py +++ /dev/null @@ -1,86 +0,0 @@ -from abc import ABCMeta, abstractmethod -import asyncio - -from XAgentIO.exception import XAgentIOCloseError - - -class BaseInput(metaclass=ABCMeta): - """ - An abstract base class that serves as an interface for classes interacting with external inputs. - - Attributes: - do_interrupt: (bool) flag indicating whether to perform an interrupt after a certain period. - max_wait_seconds: (int) maximum wait time in seconds if the input is set to interrupt. - logger: (Object) standard Python logger used for logging. - - Methods: - set_wait(self, do_interrupt: bool = True): Sets the `do_interrupt` attribute of the object - set_logger(self, logger): Sets the logger used by the object. - interrupt(self): An abstract method. Implementation should provide behavior to interrupt the input process. - run(self): An abstract method. Implementation should provide behavior to initiate a process. - close(self): Closes the connection, and raises an exception if unsuccessful. - """ - - def __init__(self, do_interrupt: bool = False, max_wait_seconds: int = 600): - """ - Constructor of the BaseInput class. - - Args: - do_interrupt: (bool, optional) flag indicating whether to perform an interrupt after a certain - period. Defaults to False. - max_wait_seconds: (int, optional) maximum wait time in seconds if the input is interrupt. - Defaults to 600. - """ - self.do_interrupt = do_interrupt - if self.do_interrupt: - self.max_wait_seconds = max_wait_seconds - - def set_wait(self, do_interrupt: bool = True): - """ - Sets the `do_interrupt` attribute of the object. - - Args: - do_interrupt: flag indicating whether to perform an interrupt after a certain period. Defaults to True. - """ - self.do_interrupt = do_interrupt - - def set_logger(self, logger): - """ - Sets the logger used by the object. - - Args: - logger: A standard Python logger to be used for logging messages. - """ - self.logger = logger - - @abstractmethod - async def interrupt(self): - """ - An abstract method. When overridden in a derived class, it should provide behavior - to interrupt the input process at a regular time interval. - - Raises: - NotImplementedError: If the method is not overridden in a derived class. - """ - raise NotImplementedError - - @abstractmethod - def run(self): - """ - An abstract method. When overridden in a derived class, it should provide behavior - to initiate a process. - - Raises: - NotImplementedError: If the method is not overridden in a derived class. - """ - raise NotImplementedError - - def close(self): - """ - Closes the connection. - - Raises: - XAgentIOCloseError: If there is an issue during closing operation. - """ - # raise XAgentIOCloseError("close connection!") - pass \ No newline at end of file diff --git a/XAgentIO/output/CommandLineOutput.py b/XAgentIO/output/CommandLineOutput.py deleted file mode 100644 index ccbef3a..0000000 --- a/XAgentIO/output/CommandLineOutput.py +++ /dev/null @@ -1,36 +0,0 @@ -from XAgentIO.exception import XAgentIOCloseError -from XAgentIO.output.base import BaseOutput - -class CommandLineOutput(BaseOutput): - """ - This class is derived from the 'BaseOutput' class and overrides its methods. - It provides an interface for sending the output to the command line. - Note that the close method raises an 'XAgentIOCloseError' exception. - """ - - def __init__(self): - """ - Constructor for CommandLineOutput class. Calls base class constructor. - """ - super().__init__() - - async def run(self, output): - """ - Creates an asynchronous task to send the output to the command line. - This is a placeholder function that needs to be implemented. - - Args: - output (Any): The data to be output to the command line. - """ - pass - - def close(self): - """ - Closes the connection to the command line output. Note that this - function always raises an 'XAgentIOCloseError' exception. - - Raises: - XAgentIOCloseError: Exception indicating that a connection close - operation has happened. - """ - raise XAgentIOCloseError("close connection!") \ No newline at end of file diff --git a/XAgentIO/output/HttpOutput.py b/XAgentIO/output/HttpOutput.py deleted file mode 100644 index 124e26c..0000000 --- a/XAgentIO/output/HttpOutput.py +++ /dev/null @@ -1,42 +0,0 @@ -from XAgentIO.output.base import BaseOutput - - -class HttpOutput(BaseOutput): - """ - HttpOutput is a class for handling HTTP output. It inherits from the BaseOutput class. - - HTTP Output class helps us to handle all HTTP outputs by providing a standard way of processing. - - Attributes: - None. - - """ - def __init__(self): - """ - The Constructor for HttpOutput class. - - This method helps to initialize the object of HttpOutput class. - - Args: - None. - - Returns: - None. - - """ - super().__init__() - - def run(self, output): - """ - This method prints output. - - This method accepts an output to be printed and is responsible for handling it. - - Args: - output (str): The output to be printed. - - Returns: - None. - - """ - print(output) \ No newline at end of file diff --git a/XAgentIO/output/RestApiOutput.py b/XAgentIO/output/RestApiOutput.py deleted file mode 100644 index 878e2f6..0000000 --- a/XAgentIO/output/RestApiOutput.py +++ /dev/null @@ -1,27 +0,0 @@ -from XAgentIO.output.base import BaseOutput - -class RestApiOutput(BaseOutput): - """ - Class for handling the REST API outputs. - - This class extends from the BaseOutput class and it contains methods to handle output in REST API format. - """ - - def __init__(self): - """ - Initializes the RestApiOutput instance by calling the BaseOutput's __init__ method. - Here, the purpose of the method is to provide a clear initialization for the REST API output. - """ - super().__init__() - - def run(self, output): - """ - Method for processing and displaying the output. - - Args: - output: The output data to be printed. - - Returns: - None. It prints the received output to the console. - """ - print(output) \ No newline at end of file diff --git a/XAgentIO/output/SSEOutput.py b/XAgentIO/output/SSEOutput.py deleted file mode 100644 index 3fcb567..0000000 --- a/XAgentIO/output/SSEOutput.py +++ /dev/null @@ -1,31 +0,0 @@ -from XAgentIO.output.base import BaseOutput - - -class SSEOutput(BaseOutput): - """ - A class used represent Server-Sent-Events output. - - This class inherits from the BaseOutput class and overrides its run method to provide functionality - for Server-Sent-Events (SSE) output. - - Methods - ------- - run(output): - Prints the output data. - """ - def __init__(self): - """ - Constructs all the necessary attributes for the SSEOutput object. - - It inherits all the attributes from its superclass. - """ - super().__init__() - - def run(self, output): - """ - Prints the output data. This is an overridden method from its superclass. - - Args: - output (Any): output data that needs to be printed. - """ - print(output) \ No newline at end of file diff --git a/XAgentIO/output/WebSocketOutput.py b/XAgentIO/output/WebSocketOutput.py deleted file mode 100644 index 35e87fe..0000000 --- a/XAgentIO/output/WebSocketOutput.py +++ /dev/null @@ -1,69 +0,0 @@ -import traceback -from fastapi import WebSocket -from XAgentIO.exception import XAgentIOWebSocketDisconnectError -from XAgentIO.output.base import BaseOutput -from XAgentServer.response_body import WebsocketResponseBody - - -class WebSocketOutput(BaseOutput): - """ - A class used to handle WebSocket output. - - Attributes: - ---------- - websocket : WebSocket, - Socket instance to send the output to. - - Methods: - ------- - set_logger(logger) - Sets the logger to be used in WebSocketOutput instance. - - async run(output) - Processes the output and sends it through the websocket. - """ - - def __init__(self, websocket: WebSocket): - """ - Initializes an instance of the WebSocketOutput class. - - Args: - ----- - websocket (WebSocket): - A websocket instance that this WebSocketOutput will use to send output. - """ - super().__init__() - self.websocket = websocket - - def set_logger(self, logger): - """ - Sets the logger to be used in WebSocketOutput instance. - - Args: - ----- - logger : logging.Logger, - A logger instance to be used in WebSocketOutput - """ - self.logger = logger - - async def run(self, output: dict): - """ - Processes the output and sends it through the websocket. If it fails, - it logs the error and raises a XAgentIOWebSocketDisconnectError. - - Args: - ----- - output (dict): - The python dictionary that needs to be sent through the websocket. - - Raises: - ------ - XAgentIOWebSocketDisconnectError: - If sending output through the websocket fails. - """ - try: - websocket_data = WebsocketResponseBody(**output).to_text() - await self.websocket.send_text(websocket_data) - except Exception as e: - self.logger.info(traceback.format_exc()) - raise XAgentIOWebSocketDisconnectError \ No newline at end of file diff --git a/XAgentIO/output/base.py b/XAgentIO/output/base.py deleted file mode 100644 index 02682b5..0000000 --- a/XAgentIO/output/base.py +++ /dev/null @@ -1,54 +0,0 @@ -from abc import ABCMeta, abstractmethod - -from XAgentIO.exception import XAgentIOCloseError - - -class BaseOutput(metaclass=ABCMeta): - """ - Abstract base class representing an output. The class object allows setting of - logger and control of the execution process through run() and close() functions. - - Attributes: - kwargs (dict): A dictionary containing the arguments for the output object. - logger (object): Logger object to be used. - """ - - def __init__(self, kwargs: dict = None): - """ - Initialize output object with the provided arguments. - - Args: - kwargs (dict, optional): dictionary of arguments for the output object. - """ - self.kwargs = kwargs - - def set_logger(self, logger): - """ - Set the logger for this output object. - - Args: - logger (object): Logger object to be set. - """ - self.logger = logger - - @abstractmethod - def run(self): - """ - Executes the main functionality of the derived classes. - Each derived class must implement this method. - - Raises: - NotImplementedError: If the derived class does not implement this method. - """ - raise NotImplementedError - - def close(self): - """ - Close the output object. Does nothing in the base class, but - can be overridden in subclasses to handle resources cleanup. - - Raises: - XAgentIOCloseError: If an error occurs while closing the connection - """ - # raise XAgentIOCloseError("close connection!") - pass \ No newline at end of file diff --git a/XAgentServer/README.md b/XAgentServer/README.md index e3d6f8d..3cb78c3 100644 --- a/XAgentServer/README.md +++ b/XAgentServer/README.md @@ -2,6 +2,53 @@ This is a demo of the XAgent-Server frontend and backend. The backend communication is mainly implemented using fastapi's `websocket`, supplemented with essential restful APIs. The frontend service is deployed locally. +## This project relies on Mysql +```shell +docker pull mysql + +docker run -itd --name xagent-mysql -p 3306:3306 -e MYSQL_ROOT_PASSWORD=xagent mysql +``` + +## This project relies on Redis +```shell +docker pull redis + +docker run --name xagent-redis -p 6379:6379 -d redis --requirepass xagent +``` + +## This project relies on Python3.10+ +```shell +pip install -r requirements.txt +``` + +## Project subject dependence +1. The project uses FastAPI as the WEB framework, Websocket to build a long connection communication service, and Redis as the state management middleware; +2. Use Mysql to store interactive process data and SQLAlchemy as ORM framework +3. The XAgent interface is located at XAgentServer/server.py; Core interactive logic in the XAgentServer/interaction.py + + +## project directory[Chinese / English] +Only core business modules are listed +>- XAgentServer [XAgent 交互组件 / XAgent Interactive Components] +> - application [应用 / Application] +> - core [应用启动核心配置文件 / Configuration File] +> - cruds [数据库操作集 / CRUDs] +> - routers [FastAPI 核心路由文件 / FastAPI Routers] +> - schemas [FastAPI 请求响应结构体 / FastAPI Request & Response Schemas] +> - websockets [XAgent 前后端数据交互框架 / XAgent Websocket Framework] +> - dependence.py [FastAPI 依赖注入 / FastAPI Dependencies] +> - main.py [FastAPI 启动入口 / FastAPI Entrance] +> - global_val.py [全局变量 / Global Variables] +> - dockerfiles [Docker 镜像构建文件 / Docker Image Build Files] +> - database [数据库 / Database] +> - enums [枚举类型 / Enums] +> - exts [依赖的拓展 / Extensions] +> - logggers [日志 / Logs] +> - models [业务模块定义 / Modules] +> - interaction.py [核心交互逻辑 / Core Interactive Module] +> - server.py [交互入口 / Entrance for XAgent] + + ## Launching XAgent-Server diff --git a/XAgentServer/README_zh.md b/XAgentServer/README_zh.md index 3fdc4b0..14a2cc9 100644 --- a/XAgentServer/README_zh.md +++ b/XAgentServer/README_zh.md @@ -2,6 +2,55 @@ XAgent-Server 前后端 Demo，后端通信部分主要由fastapi的`websocket`实现，辅以必要的restful接口；前端服务进行本地部署。 +## 本项目依赖Mysql +```shell +docker pull mysql + +docker run -itd --name xagent-mysql -p 3306:3306 -e MYSQL_ROOT_PASSWORD=xagent mysql +``` + +## 本项目依赖Redis +```shell +docker pull redis + +docker run --name xagent-redis -p 6379:6379 -d redis --requirepass xagent +``` + +## 本项目依赖Python3.10+ +```shell +pip install -r requirements.txt +``` + +## 项目主体依赖 +1. 本项目使用FastAPI 作为WEB框架, 使用Websocket 构建长链接通信服务,使用Redis作为状态管理中间件; +2. 使用Mysql 存储交互过程数据, 使用SQLAlchemy 作为ORM框架 +3. XAgent 交互入口位于/XAgentServer/server.py; 核心交互逻辑位于XAgentServer/interaction.py; + + +## 项目目录[中文 / English] +仅列出核心业务模块 +>- XAgent [XAgent 核心业务组件 / XAgent Core Components] +> - 待补充 +>- XAgentServer [XAgent 交互组件 / XAgent Interactive Components] +> - application [应用 / Application] +> - core [应用启动核心配置文件 / Configuration File] +> - cruds [数据库操作集 / CRUDs] +> - routers [FastAPI 核心路由文件 / FastAPI Routers] +> - schemas [FastAPI 请求响应结构体 / FastAPI Request & Response Schemas] +> - websockets [XAgent 前后端数据交互框架 / XAgent Websocket Framework] +> - dependence.py [FastAPI 依赖注入 / FastAPI Dependencies] +> - main.py [FastAPI 启动入口 / FastAPI Entrance] +> - global_val.py [全局变量 / Global Variables] +> - dockerfiles [Docker 镜像构建文件 / Docker Image Build Files] +> - database [数据库 / Database] +> - enums [枚举类型 / Enums] +> - exts [依赖的拓展 / Extensions] +> - logggers [日志 / Logs] +> - models [业务模块定义 / Modules] +> - interaction.py [核心交互逻辑 / Core Interactive Module] +> - server.py [交互入口 / Entrance for XAgent] +>- XAgentWeb + ## 启动 XAgent-Server diff --git a/XAgentServer/application/__init__.py b/XAgentServer/application/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/XAgentServer/application/core/envs.py b/XAgentServer/application/core/envs.py new file mode 100644 index 0000000..8c93dfa --- /dev/null +++ b/XAgentServer/application/core/envs.py @@ -0,0 +1,94 @@ +""" +ENVS +""" +import os + +from dotenv import dotenv_values + +config = dotenv_values(".env") + + +class XAgentServerEnv: + """ + XAgentServer environment variables + if you change value of the environment variable, you need to restart + the XAgentServer by running the following command: + `python start_server.py` + or start a unicorn server by yourself + """ + app = "app:app" + prod: bool = config.get("PROD", "False").lower() == "true" + base_dir = "XAgentServer" + use_redis: bool = False + recorder_root_dir = "running_records" + # you can set default_login with True, + # use the default user "admin" with token "xagent-admin" to login, + default_login: bool = True + # only one XAgentServer can be set to check whether the interaction is running. + check_running: bool = False + host = "0.0.0.0" + port = 8090 + debug = True + reload = True + workers = 1 + share_url = "https://x-agent.net/api/conv/community" + + class DB: + """ + database config + """ + use_db = True + db_url = "mysql+pymysql://root:xagent@localhost:3306/xagent" + + class Redis: + """ + redis config + """ + use_redis = False + redis_url = "redis://localhost" + redis_host = "localhost" + redis_port = 6379 + redis_db = 0 + redis_password = "xagent" + + # if you want to use email to send message, + # you can set send_email to True and set + # email_host, + # email_port, + # email_user, + # email_password, + # auth_server + class Email: + """ + email config + """ + send_email = False + email_host = "" + email_port = 465 + email_user = "" + email_password = "" + auth_server = "" + + # if you want to use upload function, + # you can set upload_dir to the path of the upload directory + # and set upload_allowed_types of the allowed types + class Upload: + """ + upload config + """ + upload_dir = "XAgentServer/localstorage/upload" + if not os.path.exists(upload_dir): + os.makedirs(upload_dir) + upload_allowed_types = ["image/png", "image/jpeg", + "image/gif", "text/plain", + "application/msword", "pdf", + "txt", "pptx", "xlsx", + "doc", "ppt", "xls", + "zip", "rar", "tar", + "gz", "7z", "bz2", + "tgz", "tbz2", "tar.gz", + "tar.bz2"] + + +if os.path.exists("XAgentServer/application/core/prod_server_envs.py") and XAgentServerEnv.prod: + from XAgentServer.application.core.prod_server_envs import XAgentServerEnv diff --git a/XAgentServer/application/cruds/interaction.py b/XAgentServer/application/cruds/interaction.py new file mode 100644 index 0000000..133b01a --- /dev/null +++ b/XAgentServer/application/cruds/interaction.py @@ -0,0 +1,543 @@ +"""XAgentServer application cruds interaction module.""" +import abc +from datetime import datetime +from typing import List +import uuid + +from sqlalchemy.orm import Session + +from XAgentServer.database.interface.interaction import InteractionDBInterface +from XAgentServer.exts.exception_ext import XAgentDBError +from XAgentServer.models.interaction import InteractionBase +from XAgentServer.database.models import Raw +from XAgentServer.models.parameter import InteractionParameter +from XAgentServer.models.raw import XAgentRaw + + +class InteractionCRUD(metaclass=abc.ABCMeta): + """ + interaction crud + """ + + @classmethod + def search_many_interaction(cls, db: Session) -> list: + """ + search many interaction + """ + try: + return InteractionDBInterface.search_many_interaction(db=db) + except Exception as e: + raise XAgentDBError(f"XAgent DB Error [Interact Module]: {str(e)}") from e + + @classmethod + def get_interaction(cls, db: Session, interaction_id: str) -> InteractionBase | None: + """ + get interaction + Args: + db: db + interaction_id: interaction id + Returns: + interaction InteractionBase + + Raises: + XAgentDBError: XAgent DB Error + """ + try: + return InteractionDBInterface.get_interaction(db=db, interaction_id=interaction_id) + except Exception as e: + raise XAgentDBError(f"XAgent DB Error [Interact Module]: {str(e)}") from e + + @classmethod + def create_interaction(cls, db: Session, base: InteractionBase): + """ + create interaction + Args: + db: db + base: base + + Raises: + XAgentDBError: XAgent DB Error + """ + try: + InteractionDBInterface.create_interaction(db=db, base=base) + except Exception as e: + raise XAgentDBError(f"XAgent DB Error [Interact Module]: {str(e)}") from e + + @classmethod + def get_ready_interaction(cls, db: Session, user_id: str): + """ + create interaction + Args: + db: db + user_id: user_id + + Raises: + XAgentDBError: XAgent DB Error + """ + try: + return InteractionDBInterface.get_ready_interaction(db=db, user_id=user_id) + except Exception as e: + raise XAgentDBError(f"XAgent DB Error [Interact Module]: {str(e)}") from e + + + @classmethod + def add_parameter(cls, db: Session, parameter: InteractionParameter = None): + """ + add parameter + Args: + db: db + parameter: parameter + + Raises: + XAgentDBError: XAgent DB Error + """ + try: + InteractionDBInterface.add_parameter(db=db, parameter=parameter) + except Exception as e: + raise XAgentDBError(f"XAgent DB Error [Interact Module]: {str(e)}") from e + + @classmethod + def get_parameter(cls, db: Session, interaction_id: str) -> list: + """ + get parameter + Args: + db: db + interaction_id: interaction id + Returns: + parameter list [InteractionParameter] + + Raises: + XAgentDBError: XAgent DB Error + """ + try: + return InteractionDBInterface.get_parameter(db=db, interaction_id=interaction_id) + except Exception as e: + raise XAgentDBError(f"XAgent DB Error [Interact Module]: {str(e)}") from e + + + @classmethod + def get_init_parameter(cls, db: Session, interaction_id: str) -> InteractionParameter: + """ + get init parameter + Args: + db: db + interaction_id: interaction id + Returns: + parameter InteractionParameter + + Raises: + XAgentDBError: XAgent DB Error + """ + try: + parameters = InteractionDBInterface.get_parameter(db=db, interaction_id=interaction_id) + init_parameter = parameters[0] + parameter = InteractionParameter.from_json({"args": init_parameter, "interaction_id": interaction_id, "parameter_id": None}) + return parameter + except Exception as e: + raise XAgentDBError(f"XAgent DB Error [Interact Module]: {str(e)}") from e + + @classmethod + def search_interaction_by_user_id(cls, + db: Session, + user_id: str, + page_size: int = 10, + page_num: int = 1) -> list[dict]: + """ + get interaction by user id + Args: + db: db + user_id: user id + page_size: page size + page_num: page num + Returns: + interaction list [dict] + + Raises: + XAgentDBError: XAgent DB Error + """ + return InteractionDBInterface.search_interaction_by_user_id(db=db, + user_id=user_id, + page_size=page_size, + page_num=page_num) + + @classmethod + def is_exist(cls, db: Session, interaction_id: str) -> bool: + """ + interaction is exist + Args: + db: db + interaction_id: interaction id + Returns: + True if interaction is exist, else False + + Raises: + XAgentDBError: XAgent DB Error + """ + try: + return InteractionDBInterface.is_exist(db=db, interaction_id=interaction_id) + except Exception as e: + raise XAgentDBError(f"XAgent DB Error [Interact Module]: {str(e)}") from e + + @classmethod + def update_interaction(cls, db: Session, base_data: dict): + """ + update interaction + Args: + db: db + base_data: base data + + Raises: + XAgentDBError: XAgent DB Error + """ + try: + InteractionDBInterface.update_interaction(db=db, base_data=base_data) + except Exception as e: + raise XAgentDBError(f"XAgent DB Error [Interact Module]: {str(e)}") from e + + @classmethod + def update_interaction_status(cls, + db: Session, + interaction_id: str, + status: str, + message: str, + current_step: int): + """ + update interaction status + Args: + db: db + interaction_id: interaction id + status: status + message: message + current_step: current step + + Raises: + XAgentDBError: XAgent DB Error + """ + try: + InteractionDBInterface.update_interaction_status( + db=db, + interaction_id=interaction_id, + status=status, + message=message, + current_step=current_step) + except Exception as e: + raise XAgentDBError(f"XAgent DB Error [Interact Module]: {str(e)}") from e + + @classmethod + def update_interaction_parameter(cls, + db: Session, + interaction_id: str, + parameter: InteractionParameter): + """ + update interaction parameter + Args: + db: db + interaction_id: interaction id + parameter: parameter + + Raises: + XAgentDBError: XAgent DB Error + """ + try: + InteractionDBInterface.update_interaction_parameter( + db=db, + interaction_id=interaction_id, + parameter=parameter) + except Exception as e: + raise XAgentDBError(f"XAgent DB Error [Interact Module]: {str(e)}") from e + + @classmethod + def is_running(cls, db: Session, user_id: str): + """ + is running + Args: + db: db + user_id: user id + Returns: + True if running, else False + + Raises: + XAgentDBError: XAgent DB Error + """ + try: + return InteractionDBInterface.is_running(db=db, user_id=user_id) + except Exception as e: + raise XAgentDBError(f"XAgent DB Error [Interact Module]: {str(e)}") from e + + @classmethod + def delete_interaction(cls, db: Session, interaction_id: str): + """ + delete interaction + Args: + db: db + interaction_id: interaction id + + Raises: + XAgentDBError: XAgent DB Error + """ + try: + InteractionDBInterface.delete_interaction( + db=db, interaction_id=interaction_id) + except Exception as e: + raise XAgentDBError(f"XAgent DB Error [Interact Module]: {str(e)}") from e + + @classmethod + def get_shared_interaction(cls, + db: Session, + interaction_id: str) -> InteractionBase | None: + """ + get shared interaction + Args: + db: db + interaction_id: interaction id + Returns: + interaction InteractionBase, if not found, return None + + Raises: + XAgentDBError: XAgent DB Error + """ + try: + return InteractionDBInterface.get_shared_interaction( + db=db, + interaction_id=interaction_id) + except Exception as e: + raise XAgentDBError(f"XAgent DB Error [Interact Module]: {str(e)}") from e + + @classmethod + def search_many_shared(cls, + db: Session, + page_size: int = 20, + page_index: int = 1) -> list[dict]: + """ + search many shared + Args: + db: db + page_size: page size + page_index: page index + Returns: + interaction list [dict] + + Raises: + XAgentDBError: XAgent DB Error + """ + try: + return InteractionDBInterface.search_many_shared(db=db, + page_size=page_size, + page_index=page_index) + except Exception as e: + raise XAgentDBError(f"XAgent DB Error [Interact Module]: {str(e)}") from e + + @classmethod + def insert_raw(cls, db: Session, process: XAgentRaw): + """ + insert raw + Args: + db: db + process: process + + Raises: + XAgentDBError: XAgent DB Error + """ + try: + InteractionDBInterface.insert_raw(db=db, process=process) + except Exception as e: + raise XAgentDBError(f"XAgent DB Error [Interact Module]: {str(e)}") from e + + @classmethod + def search_many_raws(cls, db: Session, interaction_id: str) -> List[XAgentRaw] | None: + """ + search many raws + Args: + db: db + interaction_id: interaction id + Returns: + raw list [XAgentRaw] + + Raises: + XAgentDBError: XAgent DB Error + """ + try: + return [XAgentRaw.from_db(raw) for raw in + InteractionDBInterface.search_many_raws(db=db, interaction_id=interaction_id)] + except Exception as e: + raise XAgentDBError(f"XAgent DB Error [Interact Module]: {str(e)}") from e + + @classmethod + def get_raw(cls, db: Session, interaction_id: str, node_id: str) -> XAgentRaw | None: + """ + get raw + Args: + db: db + interaction_id: interaction id + node_id: node id + Returns: + raw XAgentRaw, if not found, return None + + Raises: + XAgentDBError: XAgent DB Error + """ + try: + return InteractionDBInterface.get_raw(db=db, + interaction_id=interaction_id, + node_id=node_id) + except Exception as e: + raise XAgentDBError(f"XAgent DB Error [Interact Module]: {str(e)}") from e + + @classmethod + def get_next_send(cls, db: Session, interaction_id: str) -> List[Raw] | None: + """ + get next send + Args: + db: db + interaction_id: interaction id + Returns: + raw list [Raw] + + Raises: + XAgentDBError: XAgent DB Error + """ + try: + return InteractionDBInterface.get_next_send(db=db, interaction_id=interaction_id) + except Exception as e: + raise XAgentDBError(f"XAgent DB Error [Interact Module]: {str(e)}") from e + + @classmethod + def update_send_flag(cls, db: Session, interaction_id: str, node_id: str): + """ + update send flag + Args: + db: db + interaction_id: interaction id + node_id: node id + + Raises: + XAgentDBError: XAgent DB Error + """ + try: + InteractionDBInterface.update_send_flag( + db=db, interaction_id=interaction_id, node_id=node_id) + except Exception as e: + raise XAgentDBError(f"XAgent DB Error [Interact Module]: {str(e)}") from e + + @classmethod + def update_receive_flag(cls, db: Session, interaction_id: str, node_id: str): + """ + update receive flag + Args: + db: db + interaction_id: interaction id + node_id: node id + + Raises: + XAgentDBError: XAgent DB Error + """ + try: + InteractionDBInterface.update_receive_flag( + db=db, interaction_id=interaction_id, node_id=node_id) + except Exception as e: + raise XAgentDBError(f"XAgent DB Error [Interact Module]: {str(e)}") from e + + @classmethod + def update_human_data(cls, + db: Session, + interaction_id: str, + node_id: str, + human_data: dict): + """ + update human data + Args: + db: db + interaction_id: interaction id + node_id: node id + human_data: human data + + Raises: + XAgentDBError: XAgent DB Error + """ + try: + InteractionDBInterface.update_human_data(db=db, + interaction_id=interaction_id, + node_id=node_id, + human_data=human_data) + except Exception as e: + raise XAgentDBError(f"XAgent DB Error [Interact Module]: {str(e)}") from e + + @classmethod + def insert_error(cls, + db: Session, + interaction_id: str, + message: str, + status: str = "failed"): + """ + insert error + Args: + db: db + interaction_id: interaction id + message: message + status: status, default is failed + Returns: + raw XAgentRaw + + Raises: + XAgentDBError: XAgent DB Error + """ + try: + process = XAgentRaw( + node_id=uuid.uuid4().hex, + interaction_id=interaction_id, + current="", + step=0, + data=message, + file_list=[], + status=status, + do_interrupt=False, + wait_seconds=0, + ask_for_human_help=False, + create_time=datetime.now().strftime("%Y-%m-%d %H:%M:%S"), + update_time=datetime.now().strftime("%Y-%m-%d %H:%M:%S"), + is_deleted=False, + is_human=False, + human_data={}, + human_file_list=[], + is_send=False, + is_receive=False, + include_pictures=False, + ) + InteractionDBInterface.insert_raw(db=db, process=process) + return process + except Exception as e: + raise XAgentDBError(f"XAgent DB Error [Interact Module]: {str(e)}") from e + + @classmethod + def add_share(cls, db: Session, share): + """ + add share + Args: + db: db + share: share + + Raises: + XAgentDBError: XAgent DB Error + """ + try: + InteractionDBInterface.add_share(db=db, shared=share) + except Exception as e: + raise XAgentDBError(f"XAgent DB Error [Interact Module]: {str(e)}") from e + + + @classmethod + def get_finish_status(cls, db: Session, interaction_id: str) -> bool: + """ + get finish status + + Args: + db: db + interaction_id: interaction id + + Returns: + True if finish, else False + """ + try: + return InteractionDBInterface.get_finish_status(db=db, interaction_id=interaction_id) + except Exception as e: + raise XAgentDBError(f"XAgent DB Error [Interact Module]: {str(e)}") from e diff --git a/XAgentServer/application/cruds/recorder.py b/XAgentServer/application/cruds/recorder.py new file mode 100644 index 0000000..c6d20b9 --- /dev/null +++ b/XAgentServer/application/cruds/recorder.py @@ -0,0 +1,91 @@ +"""Recorder CRUD""" +import abc +from typing import List + +from sqlalchemy.orm import Session + +from XAgentServer.database.interface.recorder import RecordDBInterface +from XAgentServer.exts.exception_ext import XAgentDBError +from XAgentServer.models.recorder import XAgentRunningRecord + + +class RunningRecordCRUD(metaclass=abc.ABCMeta): + """ + Recorder CRUD + """ + + @classmethod + def get_record_list(cls, db: Session, record_id: str) -> list[XAgentRunningRecord]: + """ + get all records + + Args: + db: database session + record_id: record_id + """ + try: + return RecordDBInterface.get_record_list(db=db, record_id=record_id) + except Exception as e: + raise XAgentDBError(f"XAgent DB Error [Recorder Module]: {str(e)}") from e + + @classmethod + def get_record(cls, + db: Session, + record_id: str | None = None) -> XAgentRunningRecord | None: + """ + get record by record_id + + Args: + db: database session + record_id: record_id + + Returns: + record + + """ + try: + return RecordDBInterface.get_record(db=db, record_id=record_id) + except Exception as e: + raise XAgentDBError(f"XAgent DB Error [Recorder Module]: {str(e)}") from e + + @classmethod + def insert_record(cls, + db: Session, + record: XAgentRunningRecord): + """ + insert record + + Args: + db: database session + record: record + + """ + try: + RecordDBInterface.insert_record(db=db, record=record) + except Exception as e: + raise XAgentDBError(f"XAgent DB Error [Recorder Module]: {str(e)}") from e + + @classmethod + def get_record_by_type(cls, + db: Session, + record_id: str, + node_id: str = "", + node_type: str = "") -> List[XAgentRunningRecord]: + """ + get record by id + + Args: + db: database session + record_id: record_id + + Returns: + record + + """ + try: + return RecordDBInterface.get_record_by_type(db=db, + record_id=record_id, + node_id=node_id, + node_type=node_type) + except Exception as e: + raise XAgentDBError(f"XAgent DB Error [Recorder Module]: {str(e)}") from e diff --git a/XAgentServer/application/cruds/user.py b/XAgentServer/application/cruds/user.py new file mode 100644 index 0000000..93fb0bf --- /dev/null +++ b/XAgentServer/application/cruds/user.py @@ -0,0 +1,152 @@ +"""User CRUD""" +import abc + +from sqlalchemy.orm import Session + +from XAgentServer.database.interface.user import UserDBInterface +from XAgentServer.exts.exception_ext import XAgentDBError +from XAgentServer.models.user import XAgentUser + + +class UserCRUD(metaclass=abc.ABCMeta): + """ + User CRUD + """ + + @classmethod + def get_user_list(cls, db: Session) -> list[XAgentUser]: + """ + get all users + + Args: + db: database session + """ + try: + return UserDBInterface.get_user_list(db=db) + except Exception as e: + raise XAgentDBError(f"XAgent DB Error [User Module]: {str(e)}") from e + + @classmethod + def get_user(cls, + db: Session, + user_id: str | None = None, + email: str | None = None) -> XAgentUser | None: + """ + get user by user_id or email + + Args: + db: database session + user_id: user_id + email: email + + Returns: + user + + """ + try: + return UserDBInterface.get_user(db=db, user_id=user_id, email=email) + except Exception as e: + raise XAgentDBError(f"XAgent DB Error [User Module]: {str(e)}") from e + + @classmethod + def is_exist(cls, + db: Session, + user_id: str | None = None, + email: str | None = None): + """ + check user is exist + + Args: + db: database session + user_id: user_id + email: email + + Returns: + bool + + """ + try: + return UserDBInterface.is_exist(db=db, user_id=user_id, email=email) + except Exception as e: + raise XAgentDBError(f"XAgent DB Error [User Module]: {str(e)}") from e + + @classmethod + def token_is_exist(cls, + db: Session, + user_id: str, + token: str | None = None): + """ + check token is exist + + Args: + db: database session + user_id: user_id + token: token + + Returns: + bool + + """ + try: + return UserDBInterface.token_is_exist(db=db, user_id=user_id, token=token) + except Exception as e: + raise XAgentDBError(f"XAgent DB Error [User Module]: {str(e)}") from e + + @classmethod + def user_is_valid(cls, db: Session, + user_id: str | None = None, + email: str | None = None, + token: str | None = None): + """ + check user is valid + + Args: + db: database session + user_id: user_id + email: email + token: token + + Returns: + bool + + """ + try: + return UserDBInterface.user_is_valid(db=db, user_id=user_id, email=email, token=token) + except Exception as e: + raise XAgentDBError(f"XAgent DB Error [User Module]: {str(e)}") from e + + @classmethod + def add_user(cls, db: Session, user_dict: dict): + """ + add user + + Args: + db: database session + user_dict: user dict + + Returns: + None + + """ + try: + UserDBInterface.add_user(db=db, user_dict=user_dict) + except Exception as e: + raise XAgentDBError(f"XAgent DB Error [User Module]: {str(e)}") from e + + @classmethod + def update_user(cls, db: Session, user: XAgentUser): + """ + update user + + Args: + db: database session + user: user + + Returns: + None + + """ + try: + UserDBInterface.update_user(db=db, user=user) + except Exception as e: + raise XAgentDBError(f"XAgent DB Error [User Module]: {str(e)}") from e diff --git a/XAgentServer/application/dependence.py b/XAgentServer/application/dependence.py new file mode 100644 index 0000000..7ba2226 --- /dev/null +++ b/XAgentServer/application/dependence.py @@ -0,0 +1,43 @@ +import os + +from colorama import Fore +from XAgentServer.application.core.envs import XAgentServerEnv +from XAgentServer.application.global_val import (init_executor, init_yag) +from XAgentServer.loggers.logs import Logger +from XAgentServer.database.connect import SessionLocal + + +def enable_logger(): + """logger""" + if not os.path.exists(os.path.join(XAgentServerEnv.base_dir, "logs")): + os.makedirs(os.path.join( + XAgentServerEnv.base_dir, "logs")) + + logger = Logger(log_dir=os.path.join( + XAgentServerEnv.base_dir, "logs"), log_file="app.log", log_name="XAgentServerApp") + return logger + + +def enable_dependence(logger): + """dependence""" + logger.typewriter_log( + title="XAgent Service Init Dependence.", + title_color=Fore.RED) + init_yag(logger) + init_executor(logger) + logger.typewriter_log( + title="XAgent Service Init Dependence: Complete!", + title_color=Fore.RED) + + +def get_db(): + """db""" + session = SessionLocal() + try: + yield session + session.commit() + except Exception as e: + session.rollback() + raise e + finally: + session.close() diff --git a/XAgentServer/application/global_val.py b/XAgentServer/application/global_val.py new file mode 100644 index 0000000..feb3563 --- /dev/null +++ b/XAgentServer/application/global_val.py @@ -0,0 +1,42 @@ +import threading +from concurrent.futures import ThreadPoolExecutor +import yagmail +from colorama import Fore + +from XAgentServer.application.core.envs import XAgentServerEnv +from XAgentServer.exts.redis_ext import RedisClient + +broadcast_lock = threading.Lock() +executor: ThreadPoolExecutor = None +yag: yagmail.SMTP = None + +redis = RedisClient() + +redis.delete_all_keys() + + +def init_yag(logger): + """init yagmail service + + Args: + logger (_type_): _description_ + """ + global yag + if XAgentServerEnv.Email.send_email: + yag = yagmail.SMTP(user=XAgentServerEnv.Email.email_user, + password=XAgentServerEnv.Email.email_password, + host=XAgentServerEnv.Email.email_host) + logger.info("init yagmail") + + +def init_executor(logger): + """init a thread pool executor + + Args: + logger (_type_): _description_ + """ + global executor + logger.typewriter_log( + title=f"init a thread pool executor, max_workers: {XAgentServerEnv.workers}", + title_color=Fore.RED) + executor = ThreadPoolExecutor(max_workers=XAgentServerEnv.workers) diff --git a/XAgentServer/application/main.py b/XAgentServer/application/main.py new file mode 100644 index 0000000..a99b40a --- /dev/null +++ b/XAgentServer/application/main.py @@ -0,0 +1,176 @@ +"""Start up file of XAgent Server""" +import traceback +import uvicorn +from colorama import Fore +from fastapi import FastAPI, Request, Response +from fastapi.exceptions import RequestValidationError +from fastapi.middleware.cors import CORSMiddleware +from fastapi.responses import JSONResponse +from XAgentServer.application.core.envs import XAgentServerEnv +from XAgentServer.application.dependence import (enable_dependence, + enable_logger) +from XAgentServer.exts.exception_ext import XAgentAuthError, XAgentDBError, XAgentError, XAgentFileError + +app = FastAPI() + +logger = enable_logger() + +# 中间件 +@app.middleware("http") +async def db_session_middleware(request: Request, call_next): + """ + Exception middleware + """ + # 默认响应 + message = "Internal server error" + response = Response(message, status_code=500) + try: + response = await call_next(request) + except XAgentDBError as error: + traceback.print_exc() + message = "XAgent DB Error." if XAgentServerEnv.prod else error.message + response = JSONResponse( + status_code=500, + content={"status": "failed", "message": message} + ) + except XAgentFileError as error: + traceback.print_exc() + message = "XAgent File Error." if XAgentServerEnv.prod else error.message + response = JSONResponse( + status_code=500, + content={"status": "failed", "message": message} + ) + except XAgentAuthError as error: + traceback.print_exc() + response = JSONResponse( + status_code=401, + content={"status": "failed", "message": error.message} + ) + except XAgentError as error: + traceback.print_exc() + message = "XAgent Error." if XAgentServerEnv.prod else error.message + + response = JSONResponse( + status_code=500, + content={"status": "failed", "message": message} + ) + + return response + + +async def print_start_message(): + """ + print start message + """ + logger.typewriter_log( + title="XAgent Server Dependences:", + title_color=Fore.RED, + content=""" + Python: 3.10+ + FastAPI: Http server + Websocket: long connect with client + MySQL: save xagent data + SqlAlchemy: ORM with MySQL + Redis: save status of interaction + Threading: run interaction + APScheduler: send data to client and keep alive + FastAPI APIRouter: manage websocket route + XAgentError: XAgentServer.exts.exception_ext""", + ) + logger.typewriter_log( + title="XAgent Server Version:", + title_color=Fore.RED, + content=""" + V 1.1.0""", + ) + logger.typewriter_log( + title="Notes:", + title_color=Fore.RED, + content=""" + Since V 1.1.0, + Local storage will no longer be supported, replaced by Mysql. + The service depends on Redis and Mysql, + so you need to install Redis and Mysql before using it. + Before you use this service, please ensure that the following services are available: + 1. Redis on docker, port: 6379, you can start it by docker, default password: xagent + 2. Mysql on docker, port: 3306, you can start it by docker + 3. XAgent Tool Server is runnning on port 8080 + 4. Port 8090 is not occupied + """, + ) + + +async def startup_event(): + """start up event + """ + logger.info("XAgent Service Startup Param:") + for key, item in XAgentServerEnv.__dict__.items(): + if not key.startswith("__"): + logger.info(f"{' '*10}{key}: {item}") + enable_dependence(logger) + + +@app.on_event("startup") +async def startup(): + """ + start up event + """ + await startup_event() + if XAgentServerEnv.default_login: + logger.typewriter_log( + title="Default user: Guest, token: xagent, you can use it to login", + title_color=Fore.RED) + await print_start_message() + + +@app.on_event("shutdown") +async def shutdown(): + """ + shut down event + """ + print("XAgent Service Shutdown!") + + +@app.exception_handler(RequestValidationError) +async def validation_exception_handler(request: Request, exc: RequestValidationError): + """handle validation exception + + Args: + request (Request): _description_ + exc (RequestValidationError): _description_ + + Returns: + _type_: _description_ + """ + return JSONResponse( + status_code=400, + content={"status": "failed", "message": exc.errors()} + ) + +app.add_middleware( + CORSMiddleware, + allow_origins=['*'], + allow_credentials=True, + allow_methods=["*"], + allow_headers=["*"], +) + +from XAgentServer.application.routers import conv, user, workspace +from XAgentServer.application.websockets import base, recorder, replayer, share + +app.include_router(user.router) +app.include_router(conv.router) +app.include_router(workspace.router) +app.include_router(base.router) +app.include_router(recorder.router) +app.include_router(replayer.router) +app.include_router(share.router) + + +if __name__ == "__main__": + + uvicorn.run(app=XAgentServerEnv.app, + port=XAgentServerEnv.port, + reload=XAgentServerEnv.reload, + workers=XAgentServerEnv.workers, + host=XAgentServerEnv.host) diff --git a/XAgentServer/application/routers/__init__.py b/XAgentServer/application/routers/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/XAgentServer/application/routers/conv.py b/XAgentServer/application/routers/conv.py new file mode 100644 index 0000000..5620001 --- /dev/null +++ b/XAgentServer/application/routers/conv.py @@ -0,0 +1,318 @@ +"""conv module.""" + +from datetime import datetime +import time +import json +import os +from typing import List +import uuid +import zipfile + +from fastapi import APIRouter, Depends, File, Form, UploadFile +import requests +from sqlalchemy.orm import Session +from XAgentServer.application.core.envs import XAgentServerEnv + +from XAgentServer.application.cruds.interaction import InteractionCRUD +from XAgentServer.application.cruds.user import UserCRUD +from XAgentServer.application.dependence import get_db +from XAgentServer.application.schemas.response_body import ResponseBody +from XAgentServer.enums.status import StatusEnum +from XAgentServer.exts.exception_ext import XAgentAuthError, XAgentWebError +from XAgentServer.models.interaction import InteractionBase +from XAgentServer.models.raw import XAgentRaw +from XAgentServer.models.shared_interaction import SharedInteractionBase + +router = APIRouter(prefix="/conv", + tags=["conv"], + responses={404: {"description": "Not found"}}) + + +def user_is_available( + user_id: str = Form(...), + token: str = Form(...), + db: Session = Depends(get_db)): + """ + check user is available + """ + if user_id == "": + raise XAgentAuthError("user_id is empty!") + if not UserCRUD.is_exist(db=db, user_id=user_id): + raise XAgentAuthError("user is not exist!") + if not UserCRUD.user_is_valid(db=db, user_id=user_id, token=token): + raise XAgentAuthError("user is not available!") + return user_id + + +@router.post("/getUserInteractions") +async def get_all_interactions(user_id: str = Depends(user_is_available), + page_size: int = Form(...), + page_num: int = Form(...), + db: Session = Depends(get_db)) -> ResponseBody: + """ + get all interactions by user_id + """ + + data = InteractionCRUD.search_interaction_by_user_id(db=db, + user_id=user_id, + page_size=page_size, + page_num=page_num) + return ResponseBody(data=data, success=True, message="success") + + +@router.post("/init_conv_env") +def init_conv_env(user_id: str = Depends(user_is_available), + db: Session = Depends(get_db)): + """ + initialize conv env + """ + + interaction = InteractionCRUD.get_ready_interaction(db=db, user_id=user_id) + + if interaction is None: + interaction_id = uuid.uuid4().hex + base = InteractionBase(interaction_id=interaction_id, + user_id=user_id, + create_time=datetime.now().strftime("%Y-%m-%d %H:%M:%S"), + description="XAgent", + agent="", + mode="", + file_list=[], + recorder_root_dir="", + status="ready", + message="ready...", + current_step="-1", + update_time=datetime.now().strftime("%Y-%m-%d %H:%M:%S") + ) + InteractionCRUD.create_interaction(db=db, base=base) + else: + interaction_id = interaction.interaction_id + + return ResponseBody(data={"id": interaction_id, + "t": str(int(datetime.now().timestamp() * 1000))}, success=True, message="success") + + +@router.post("/getSharedInteractions") +async def get_share_interactions(user_id: str = Depends(user_is_available), + page_size: int = Form(...), + page_num: int = Form(...), + db: Session = Depends(get_db)) -> ResponseBody: + """ + get all interactions by user id + """ + + data = InteractionCRUD.search_many_shared( + db=db, page_size=page_size, page_index=page_num) + return ResponseBody(data=data, success=True, message="success") + + +@router.post("/shareInteraction") +async def share_interaction(user_id: str = Depends(user_is_available), + interaction_id: str = Form(...), + db: Session = Depends(get_db)) -> ResponseBody: + """ + update_interaction_description + """ + interaction = InteractionCRUD.get_interaction(db=db, + interaction_id=interaction_id) + if interaction is None: + return ResponseBody(success=False, + message=f"Don't find any interaction by interaction_id: \ + {interaction_id}, Please check your interaction_id!") + + finish_status = InteractionCRUD.get_finish_status( + db=db, interaction_id=interaction_id) + if not finish_status: + return ResponseBody(success=False, message="interaction is not finish!") + user = UserCRUD.get_user(db=db, user_id=user_id) + user_name = user.name + interaction_dir = os.path.join(XAgentServerEnv.base_dir, + "localstorage", + "interact_records", + interaction.create_time[:10], + interaction_id) + workspace_dir = os.path.join(interaction_dir, "workspace") + zip_file = os.path.join(interaction_dir, "workspace.zip") + if not os.path.exists(zip_file): + if os.path.exists(workspace_dir): + files = os.listdir(workspace_dir) + # zip workspace + with zipfile.ZipFile(zip_file, 'w', zipfile.ZIP_DEFLATED) as z: + for f in files: + file = os.path.join(workspace_dir, f) + z.write(file, arcname=f) + + raws = InteractionCRUD.search_many_raws( + db=db, interaction_id=interaction_id) + + share_data = { + "user_id": user_id, + "user_name": user_name, + "token": user.token, + "interaction": json.dumps(interaction.to_dict(), ensure_ascii=False), + "raws": json.dumps([raw.to_dict() for raw in raws], ensure_ascii=False), + } + + with open(zip_file, 'rb') as f: + files = {"files": f.read()} + try: + res = requests.post(url=XAgentServerEnv.share_url, + data=share_data, + files=files, + timeout=60) + + data = res.json() + + return ResponseBody(**data) + except Exception as e: + return ResponseBody(success=False, message=str(e), data=None) + + +@router.post("/community") +def community(user_id: str = Depends(user_is_available), + user_name: str = Form(...), + interaction: str = Form(...), + raws: str = Form(...), + files: UploadFile = File(...), + db: Session = Depends(get_db)): + """ + community, this api is runing on x-agent.net + """ + interaction = json.loads(interaction) + raws = json.loads(raws) + interaction_id = interaction["interaction_id"] + old_share = InteractionCRUD.get_shared_interaction( + db=db, interaction_id=interaction_id) + + # 如果已经分享过了，就不再分享了 + if old_share: + raise XAgentWebError("interaction is exist!") + + contain_finish = False + for raw in raws: + if raw["status"] == StatusEnum.FINISHED: + contain_finish = True + break + # 如果没有finish的节点，就不分享了 + if not contain_finish: + raise XAgentWebError("interaction is not finish!") + + interaction_dir = os.path.join(XAgentServerEnv.base_dir, + "localstorage", + "interact_records", + interaction["create_time"][:10], + interaction_id, + "workspace") + + if not os.path.exists(interaction_dir): + os.makedirs(interaction_dir) + + # 先暂存文件 + with open(os.path.join(interaction_dir, "workspace.zip"), "wb") as f: + f.write(files.file.read()) + + # 解压文件 + with zipfile.ZipFile(file=os.path.join(interaction_dir, "workspace.zip"), mode="r") as zip_file: + zip_list = zip_file.namelist() # 得到压缩包里所有文件 + for f in zip_list: + zip_file.extract(f, interaction_dir) # 循环解压文件到指定目录 + + # 删除压缩包 + os.remove(os.path.join(interaction_dir, "workspace.zip")) + + base = InteractionBase(**interaction) + + share = SharedInteractionBase( + interaction_id=interaction_id, + user_name=user_name, + create_time=interaction["create_time"], + update_time=interaction["update_time"], + description=interaction["description"], + agent=interaction["agent"], + mode=interaction["mode"], + is_deleted=False, + star=0, + is_audit=False + ) + + InteractionCRUD.create_interaction(db=db, base=base) + + InteractionCRUD.add_share(db=db, share=share) + + for raw in raws: + old_raw = InteractionCRUD.get_raw(db=db, + interaction_id=interaction_id, + node_id=raw["node_id"]) + if old_raw is None: + xraw = XAgentRaw(**raw) + InteractionCRUD.insert_raw(db=db, process=xraw) + + return ResponseBody(data=None, success=True, message="success") + + +@router.post("/deleteInteraction") +async def delete_interaction(user_id: str = Depends(user_is_available), + interaction_id: str = Form(...), + db: Session = Depends(get_db)) -> ResponseBody: + """ + delete + """ + + data = InteractionCRUD.delete_interaction(db=db, + interaction_id=interaction_id) + + return ResponseBody(data=data, success=True, message="success") + + +@router.post("/updateInteractionConfig") +async def update_interaction_parameter(user_id: str = Depends(user_is_available), + mode: str = Form(...), + agent: str = Form(...), + file_list: List[str] = Form(...), + interaction_id: str = Form(...), + db: Session = Depends(get_db) + ) -> ResponseBody: + """ + update parameter + + """ + if interaction_id == "": + return ResponseBody(success=False, message="interaction_id is empty!") + interaction = InteractionCRUD.get_interaction(db=db, + interaction_id=interaction_id) + if interaction is None: + return ResponseBody(success=False, message=f"Don't find any interaction by interaction_id:\ + {interaction_id}, Please check your interaction_id!") + update_data = { + "interaction_id": interaction_id, + "agent": agent, + "mode": mode, + "file_list": [json.loads(l) for l in file_list], + } + InteractionCRUD.update_interaction(db=db, base_data=update_data) + return ResponseBody(data=update_data, success=True, message="success!") + + +@router.post("/updateInteractionDescription") +async def update_interaction_description(user_id: str = Depends(user_is_available), + description: str = Form(...), + interaction_id: str = Form(...), + db: Session = Depends(get_db) + ) -> ResponseBody: + """ + update description + + """ + if interaction_id == "": + return ResponseBody(success=False, message="interaction_id is empty!") + interaction = InteractionCRUD.get_interaction(db=db, + interaction_id=interaction_id) + if interaction is None: + return ResponseBody(success=False, message=f"Don't find any interaction by interaction_id:\ + {interaction_id}, Please check your interaction_id!") + update_data = { + "interaction_id": interaction_id, + "description": description if description else "XAgent", + } + InteractionCRUD.update_interaction(db=db, base_data=update_data) + return ResponseBody(data=update_data, success=True, message="success!") diff --git a/XAgentServer/application/routers/user.py b/XAgentServer/application/routers/user.py new file mode 100644 index 0000000..d5505ad --- /dev/null +++ b/XAgentServer/application/routers/user.py @@ -0,0 +1,120 @@ +"""router user""" +import smtplib +import uuid +from datetime import datetime + +from fastapi import APIRouter, Depends, Form, Query +from sqlalchemy.orm import Session + +from XAgentServer.application.core.envs import XAgentServerEnv +from XAgentServer.application.cruds.user import UserCRUD +from XAgentServer.application.dependence import get_db +from XAgentServer.application.schemas.response_body import ResponseBody +from XAgentServer.exts.mail_ext import email_content + +router = APIRouter(prefix="/user", + tags=["user"], + responses={404: {"description": "Not found"}}) + + +@router.post("/register") +async def register(email: str = Form(...), + name: str = Form(...), + corporation: str = Form(...), + position: str = Form(...), + industry: str = Form(...), + db: Session = Depends(get_db)) -> ResponseBody: + """ + register user + """ + if UserCRUD.is_exist(db=db, email=email): + return ResponseBody(success=False, message="user is already exist") + + token = uuid.uuid4().hex + user = {"user_id": uuid.uuid4().hex, "email": email, "name": name, + "token": token, "available": False, "corporation": corporation, + "position": position, "industry": industry, + "create_time": datetime.now().strftime("%Y-%m-%d %H:%M:%S"), + "update_time": datetime.now().strftime("%Y-%m-%d %H:%M:%S"), + "is_beta": False} + try: + + contents = email_content(user) + + if XAgentServerEnv.Email.send_email: + from XAgentServer.application.global_val import yag + yag.send(user["email"], 'XAgent Token Verification', contents) + else: + user["available"] = True + UserCRUD.add_user(db=db, user_dict=user) + except smtplib.SMTPAuthenticationError: + return ResponseBody(success=False, message="email send failed!", data=None) + + except Exception: + return ResponseBody(success=False, message="register failed", data=None) + + return ResponseBody(data=user, success=True, message="Register success, we will send a email to you!") + + +@router.get("/auth") +async def auth(user_id: str = Query(...), + token: str = Query(...), + db: Session = Depends(get_db) + ) -> ResponseBody: + """ + user auth + """ + user = UserCRUD.get_user(db=db, user_id=user_id) + if user is None: + return ResponseBody(success=False, message="user is not exist") + + if user.token != token: + return ResponseBody(success=False, message="token is not correct") + expired_time = datetime.now() - datetime.strptime( + user.update_time, "%Y-%m-%d %H:%M:%S") + if expired_time.seconds > 60 * 60 * 24 * 7: + return ResponseBody(success=False, message="token is expired") + if not user.available: + + user.available = True + user.update_time = datetime.now().strftime("%Y-%m-%d %H:%M:%S") + UserCRUD.update_user(db=db, user=user) + else: + return ResponseBody(success=False, message="user is already available!") + + return ResponseBody(data=user.to_dict(), success=True, message="auth success") + + +@router.post("/login") +async def login(email: str = Form(...), + token: str = Form(...), + db: Session = Depends(get_db)) -> ResponseBody: + """ + login + """ + user = UserCRUD.get_user(db=db, email=email) + if user is None: + return ResponseBody(success=False, message="user is not exist") + + if user.token != token: + return ResponseBody(success=False, message="token is not correct") + if not user.available: + return ResponseBody(success=False, message="user is not available") + + return ResponseBody(data=user.to_dict(), success=True, message="login success") + + +@router.post("/check") +async def check(token: str = Form(...), db: Session = Depends(get_db)) -> ResponseBody: + """ + check token is effective + """ + if token is None: + return ResponseBody(success=False, message="token is none") + + result = UserCRUD.token_is_exist(db=db, token=token, user_id=None) + + if result: + return ResponseBody(data=result, success=True, message="token is effective") + + return ResponseBody(data=result, success=True, message="token is invalid") diff --git a/XAgentServer/application/routers/workspace.py b/XAgentServer/application/routers/workspace.py new file mode 100644 index 0000000..1114106 --- /dev/null +++ b/XAgentServer/application/routers/workspace.py @@ -0,0 +1,139 @@ +"""workspace module.""" + +import base64 +import json +import os +from typing import List +import uuid + +from fastapi import APIRouter, Depends, File, Form, HTTPException, UploadFile +from fastapi.responses import FileResponse +from sqlalchemy.orm import Session +from XAgentServer.application.core.envs import XAgentServerEnv + +from XAgentServer.application.cruds.interaction import InteractionCRUD +from XAgentServer.application.cruds.user import UserCRUD +from XAgentServer.application.dependence import get_db +from XAgentServer.application.schemas.response_body import ResponseBody + +router = APIRouter(prefix="/workspace", + tags=["workspace"], + responses={404: {"description": "Not found"}}) + + +def user_is_available( + user_id: str = Form(...), + token: str = Form(...), + db: Session = Depends(get_db)): + """ + check user is available + """ + if user_id == "": + raise HTTPException(status_code=401, detail="user_id is empty!") + if not UserCRUD.is_exist(db=db, user_id=user_id): + raise HTTPException(status_code=401, detail="user is not exist!") + if not UserCRUD.user_is_valid(db=db, user_id=user_id, token=token): + raise HTTPException( + status_code=401, detail="user is not available!") + return user_id + + +@router.post("/upload") +async def create_upload_files(files: List[UploadFile] = File(...), + user_id: str = Depends(user_is_available)) -> ResponseBody: + """Upload Files""" + + if len(files) == 0: + return ResponseBody(success=False, message="files is empty!") + if len(files) > 5: + files = files[:5] + + if not os.path.exists(os.path.join(XAgentServerEnv.Upload.upload_dir, user_id)): + os.makedirs(os.path.join(XAgentServerEnv.Upload.upload_dir, user_id)) + + for f in files: + if f.size > 1024 * 1024 * 1: + return ResponseBody(success=False, + message="file size is too large, limit is 1MB for each file!") + + file_list = [] + for file in files: + file_name = uuid.uuid4().hex + os.path.splitext(file.filename)[-1] + with open(os.path.join(XAgentServerEnv.Upload.upload_dir, user_id, file_name), "wb") as f: + f.write(await file.read()) + file_list.append({"uuid": file_name, "name": file.filename}) + return ResponseBody(data={"user_id": user_id, + "file_list": file_list}, + success=True, message="upload success") + + +@router.post("/file") +async def file(user_id: str = Depends(user_is_available), + interaction_id: str = Form(...), + db: Session = Depends(get_db), + file_name: str = Form(...)): + """ + get download file + """ + interaction = InteractionCRUD.get_interaction(db=db, interaction_id=interaction_id) + + if interaction is None: + return ResponseBody(success=False, message="interaction is not exist!") + + time_str = interaction.create_time[:10] + + file_path = os.path.join( + XAgentServerEnv.base_dir, + "localstorage/interact_records", + time_str, + interaction_id, + "workspace") + if not os.path.exists(file_path): + return ResponseBody(success=False, + message="file is not exist!") + + file_suffix = file_name.split(".")[-1] + if file_suffix in ["jpg", "png", + "jpeg", "gif", "bmp"]: + with open(os.path.join(file_path, file_name), "rb") as f: + data = base64.b64encode(f.read()).decode("utf-8") + return ResponseBody( + data=f"data:image/{file_suffix};base64,{data}", + success=True, + message="get file success!" + ) + + if file_suffix in ["mp4", "avi", "mkv", + "rmvb", "rm", "flv", "3gp", "wmv"]: + return FileResponse(os.path.join(file_path, file_name), + media_type="video/" + file_suffix) + + if file_suffix in ["mp3", "wav", "wma", + "ogg", "aac", "flac", "ape"]: + return FileResponse(os.path.join(file_path, file_name), + media_type="audio/" + file_suffix) + + if file_suffix in ["pdf", "doc", "docx", + "xls", "xlsx", "ppt", "pptx"]: + return FileResponse(os.path.join(file_path, file_name), + media_type="application/" + file_suffix) + + if file_suffix in ["json"]: + with open(os.path.join(file_path, file_name), 'r', encoding="utf-8") as f: + data = json.load(f) + + return ResponseBody(data=json.dumps(data, + ensure_ascii=False, + indent=4), + success=True, + message="get file success!") + + if file_suffix in ["ipynb"]: + return FileResponse(os.path.join(file_path, file_name), + media_type="application/" + file_suffix) + + + with open(os.path.join(file_path, file_name), 'r', encoding="utf-8") as f: + data = f.read() + + return ResponseBody(data=data, success=True, message="get file success!") diff --git a/XAgentServer/application/schemas/request_body.py b/XAgentServer/application/schemas/request_body.py new file mode 100644 index 0000000..0a452bc --- /dev/null +++ b/XAgentServer/application/schemas/request_body.py @@ -0,0 +1,12 @@ +""" Desc: Request body schema""" + + +from pydantic import BaseModel + + +class RequestBody(BaseModel): + """RequestBody + """ + token: str + query: str + mode: str diff --git a/XAgentServer/application/schemas/response_body.py b/XAgentServer/application/schemas/response_body.py new file mode 100644 index 0000000..a085de5 --- /dev/null +++ b/XAgentServer/application/schemas/response_body.py @@ -0,0 +1,62 @@ +"""Response body""" +import json +from typing import Union + +from pydantic import BaseModel, Json + + +class ResponseBody(BaseModel): + """Response body + """ + data: Union[str, dict, list, Json, None] = None + success: bool = True + message: Union[str, None] = None + + def to_dict(self): + """to dict + """ + return self.dict() + + def to_json(self): + """to json + """ + return self.json() + + +class WebsocketResponseBody(): + r""" + WerSocket 返回值对象 + + Attributes: + data: 返回的数据 + + status: 状态 + + message: 消息 + + kwargs: 其他参数, 会被添加到返回值中 + """ + + def __init__(self, + data: Union[str, dict, list, Json, None], + status: str = "success", + message: Union[str, None] = None, + **kwargs): + self.data = data + self.status = status + self.message = message + self.extend(kwargs) + + def to_text(self): + r""" + 返回json格式的字符串 + """ + + return json.dumps(self.__dict__, ensure_ascii=False, indent=2) + + def extend(self, extend: dict): + """extend attributes + """ + for key, value in extend.items(): + if key not in self.__dict__.keys(): + self.__dict__[key] = value diff --git a/XAgentServer/application/websockets/__init__.py b/XAgentServer/application/websockets/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/XAgentServer/application/websockets/base.py b/XAgentServer/application/websockets/base.py new file mode 100644 index 0000000..188c0a8 --- /dev/null +++ b/XAgentServer/application/websockets/base.py @@ -0,0 +1,390 @@ +""" +Base Websocket Server +Note: + You can use this websocket to run your interaction. + You can modify it by yourself to do something, + such as change the way to receive data from client, + or use celery to run interaction, + or use ThreadPoolExecutor to run interaction and so on. +Version: 1.1.0 +Attention: + Since Version: 1.1.0, Local storage will no longer be supported, replaced by Mysql and only +Components: + Websocket is a way for long connect with client + MySQL to save xagent data + Redis to save status of interaction + Threading to run interaction + APScheduler to send data to client and keep alive + FastAPI APIRouter to manage websocket route + XAgentError in XAgentServer.exts.exception_ext +""" +import json +import os +import threading +import traceback +import uuid +from datetime import datetime +from urllib.parse import parse_qs +from typing import Any + +from colorama import Fore +from fastapi import APIRouter, Depends, WebSocket +from sqlalchemy.orm import Session +from starlette.endpoints import WebSocketEndpoint +from apscheduler.schedulers.asyncio import AsyncIOScheduler +from XAgentServer.application.core.envs import XAgentServerEnv +from XAgentServer.application.cruds.interaction import InteractionCRUD +from XAgentServer.application.dependence import get_db +from XAgentServer.application.schemas.response_body import WebsocketResponseBody +from XAgentServer.exts.exception_ext import XAgentWebSocketConnectError, XAgentError +from XAgentServer.interaction import XAgentInteraction +from XAgentServer.loggers.logs import Logger +from XAgentServer.models.parameter import InteractionParameter +from XAgentServer.models.raw import XAgentRaw +from XAgentServer.server import XAgentServer +from XAgentServer.enums.status import StatusEnum +from XAgentServer.application.websockets.common import (check_user, + handle_data, + handle_workspace_filelist) +from XAgentServer.application.global_val import redis + + +router = APIRouter() + + +# @router.websocket_route("/ws/{client_id}", name="ws") +@router.websocket("/ws/base/{client_id}", name="ws") +class MainServer(WebSocketEndpoint): + """Main Websocket Server + Extends: + WebSocketEndpoint + + Description: + In this websocket, we will receive the args from user, + and you can use it to run the interaction. + specifically, the args is a dict, + and it must contain a key named "goal" to tell XAgent what do you want to do. + + """ + + def __init__(self, websocket: WebSocket, db: Session = Depends(get_db), client_id: str = ""): + super().__init__(websocket.scope, websocket.receive, websocket.send) + self.db = db + self.client_id: str = client_id + self.websocket = websocket + self.date_str = datetime.now().strftime("%Y-%m-%d") + self.log_dir = "" + self.logger = None + self.scheduler = AsyncIOScheduler() + self.continue_flag = True + + async def dispatch(self) -> None: + """XAgent Websocket Server Dispatch Function + extend from WebSocketEndpoint + + override this function block: loop flag and finally block to do something + Raises: + exc: extend from WebSocketEndpoint + """ + websocket = WebSocket(self.scope, receive=self.receive, send=self.send) + close_code = 1000 + await self.on_connect(websocket) + redis.set_key(f"{self.client_id}", "alive") + try: + while self.continue_flag: + message = await websocket.receive() + if message["type"] == "websocket.receive": + data = await self.decode(websocket, message) + await self.on_receive(websocket, data) + elif message["type"] == "websocket.disconnect": + close_code = 1000 + break + except Exception as exc: + close_code = 1011 + raise exc + finally: + interaction = InteractionCRUD.get_interaction( + db=self.db, interaction_id=self.client_id) + if interaction.status not in [StatusEnum.FINISHED, StatusEnum.FAILED]: + InteractionCRUD.update_interaction_status(db=self.db, + interaction_id=self.client_id, + status=StatusEnum.CLOSED, + message="closed", + current_step="0") + try: + await self.on_disconnect(websocket, close_code) + if self.scheduler.running: + self.scheduler.shutdown() + self.logger.info("shutdown scheduler") + if self.db: + self.db.close() + self.logger.info("close db") + finally: + # notice the agent stop if user close the websocket + redis.set_key(f"{self.client_id}", "close") + + async def on_connect(self, websocket: WebSocket): + """Connect to client + + Args: + websocket (WebSocket): A websocket object + + Raises: + XAgentWebSocketConnectError: If the user is running, it will raise this error. + """ + + self.log_dir = os.path.join(os.path.join(XAgentServerEnv.base_dir, "localstorage", + "interact_records"), self.date_str, self.client_id) + if not os.path.exists(self.log_dir): + os.makedirs(self.log_dir) + + self.logger = Logger( + log_dir=self.log_dir, log_file="interact.log", log_name=f"{self.client_id}_INTERACT") + query_string = self.scope.get("query_string", b"").decode() + parameters = parse_qs(query_string) + user_id = parameters.get("user_id", [""])[0] + token = parameters.get("token", [""])[0] + description = parameters.get("description", [""])[0] + self.logger.typewriter_log( + title=f"Receive connection from {self.client_id}: ", + title_color=Fore.RED, + content=f"user_id: {user_id}, token: {token}, description: {description}") + await websocket.accept() + try: + await check_user(db=self.db, user_id=user_id, token=token) + # check running, you can edit it by yourself in envs.py to skip this check + if XAgentServerEnv.check_running: + if InteractionCRUD.is_running(db=self.db, user_id=user_id): + raise XAgentWebSocketConnectError( + "You have a running interaction, please wait for it to finish!") + base = InteractionCRUD.get_interaction(db=self.db, + interaction_id=self.client_id) + if base is None: + raise XAgentWebSocketConnectError( + "init interaction failed, please restart!") + + InteractionCRUD.update_interaction(db=self.db, + base_data={ + "interaction_id": self.client_id, + "status": "connected", + "message": "connected", + "current_step": "0"} + ) + + except XAgentWebSocketConnectError as e: + self.logger.error( + f"Error in on_connect of {self.client_id}: {e}") + await websocket.send_text( + WebsocketResponseBody( + status="connect", + success=False, + message=str(e), + data=None).to_text()) + await websocket.close(code=1000) + return + await websocket.send_text( + WebsocketResponseBody( + status="connect", + success=True, + message="connect success", + data=base.to_dict()).to_text()) + + async def on_disconnect(self, websocket: WebSocket, close_code): + """When disconnect with client, it will run this function + Override this function to do something when disconnect with client + + Args: + websocket (WebSocket): A websocket object + close_code (_type_): The close code, default is 0 + """ + self.logger.typewriter_log( + title=f"Disconnect with client {self.client_id}: ", + title_color=Fore.RED) + # await websocket.close(code=close_code) + + async def on_receive(self, websocket: WebSocket, data: Any): + """ + When receive data from client, it will run this function + + Args: + websocket (WebSocket): A websocket object + data (any): The data from client + """ + data = json.loads(data) + if data.get("type", "") != "ping": + self.logger.typewriter_log( + title=f"Receive data from {self.client_id}: ", + title_color=Fore.RED, + content=json.dumps(data, indent=4, ensure_ascii=False) + ) + if data.get("type", "") == "data": + args = data.get("args", {}) + agent = data.get("agent", "") + mode = data.get("mode", "") + file_list = data.get("file_list", []) + node_id = data.get("node_id", "") + parameter = InteractionParameter( + interaction_id=self.client_id, + parameter_id=uuid.uuid4().hex, + args=args, + ) + InteractionCRUD.add_parameter(db=self.db, parameter=parameter) + + if node_id: + InteractionCRUD.update_human_data( + db=self.db, interaction_id=self.client_id, node_id=node_id, human_data=args) + redis.set_key(f"{self.client_id}_{node_id}_receive", 1) + + else: + InteractionCRUD.update_interaction(db=self.db, + base_data={ + "interaction_id": self.client_id, + "agent": agent, + "mode": mode, + "file_list": file_list, + "description": data.get("description", "XAgent"), + "create_time": datetime.now().strftime("%Y-%m-%d %H:%M:%S")} + ) + # Create a new raw data to record + InteractionCRUD.insert_raw(db=self.db, process=XAgentRaw( + interaction_id=self.client_id, + node_id=uuid.uuid4().hex, + status=StatusEnum.RUNNING, + create_time=datetime.now().strftime("%Y-%m-%d %H:%M:%S"), + update_time=datetime.now().strftime("%Y-%m-%d %H:%M:%S"), + current="", + step=-1, + data=None, + file_list=[], + do_interrupt=mode != "auto", + wait_seconds=0, + ask_for_human_help=False, + is_human=True, + human_data=args, + human_file_list=file_list, + is_send=False, + is_receive=False, + is_deleted=False + )) + redis.set_key(f"{self.client_id}_send", 1) + + if not self.scheduler.running: + # add pong job to scheduler + self.scheduler.add_job(self.pong, "interval", seconds=20) + # add send data job to scheduler + self.scheduler.add_job(self.send_data, "interval", seconds=1) + self.scheduler.start() + + # start a new thread to run interaction + t = threading.Thread( + target=self.task_handler, args=(parameter,)) + t.start() + + def task_handler(self, parameter: InteractionParameter): + """ + define a long task to run interaction + + Args: + parameter (InteractionParameter): The parameter of interaction + """ + + try: + current_step = uuid.uuid4().hex + base = InteractionCRUD.get_interaction(db=self.db, + interaction_id=self.client_id) + InteractionCRUD.update_interaction_status(db=self.db, + interaction_id=base.interaction_id, + status="running", + message="running", + current_step=current_step) + + # if mode is not auto, we will interrupt the interaction + # and you can change the wait_seconds + # default 10 min. + interaction = XAgentInteraction( + base=base, + parameter=parameter, + interrupt=base.mode != "auto") + + # Register logger, dbinto interaction + interaction.resister_logger(self.logger) + self.logger.info( + f"Register logger into interaction of {base.interaction_id}, done!") + + interaction.register_db(db=self.db) + self.logger.info( + f"Register db into interaction of {base.interaction_id}, done!") + # Create XAgentServer + server = XAgentServer(logger=self.logger) + self.logger.info( + f"Register logger into XAgentServer of {base.interaction_id}, done!") + self.logger.info( + f"Start a new thread to run interaction of {base.interaction_id}, done!") + # await server.interact(interaction=interaction) + server.interact(interaction=interaction) + except XAgentError as e: + traceback.print_exc() + self.logger.error( + f"Error in task_handler of {self.client_id}: {e}") + InteractionCRUD.insert_error( + db=self.db, interaction_id=self.client_id, message=str(e)) + redis.set_key(self.client_id + "_send", 1) + InteractionCRUD.update_interaction_status(db=self.db, + interaction_id=self.client_id, + status="failed", + message=str(e), + current_step=current_step) + + async def pong(self): + """ + pong to client for keeping alive + """ + await self.websocket.send_text(json.dumps({"type": "pong"}, ensure_ascii=False, indent=2)) + + async def send_data(self): + """ + send data to client + """ + send_status = redis.get_key(f"{self.client_id}_send") + try: + if send_status: + rows = InteractionCRUD.get_next_send( + db=self.db, interaction_id=self.client_id) + rows = rows[::-1] + for row in rows: + if not row.is_send: + self.logger.typewriter_log( + title=f"Send data to {self.client_id}: ", + title_color=Fore.RED, + content=f"已发送{row.node_id}节点的数据, 长度：{len(json.dumps(row.data))}" + ) + if row.status in [StatusEnum.FAILED]: + # when interaction is falied, we will send the message to client + # and the message is the result of interaction + message = row.data + else: + message = "success" + + await self.websocket.send_text( + WebsocketResponseBody( + status=row.status, + success=True, message=message, + data=handle_data(row=row, root_dir=self.log_dir), + current=row.current, + node_id=row.node_id, + workspace_file_list=handle_workspace_filelist( + row.file_list) + ).to_text()) + InteractionCRUD.update_send_flag( + db=self.db, interaction_id=self.client_id, node_id=row.node_id) + redis.delete_key(f"{self.client_id}_send") + + if row.status in [StatusEnum.FAILED, StatusEnum.FINISHED]: + self.continue_flag = False + break + except Exception as e: + self.logger.error( + f"Error in send_data of {self.client_id}: {e}") + traceback.print_exc() + self.continue_flag = False + raise XAgentError(e) from e \ No newline at end of file diff --git a/XAgentServer/application/websockets/common.py b/XAgentServer/application/websockets/common.py new file mode 100644 index 0000000..728f519 --- /dev/null +++ b/XAgentServer/application/websockets/common.py @@ -0,0 +1,79 @@ +"""common functions for websocket handlers""" +import base64 +import os +from XAgentServer.application.cruds.user import UserCRUD +from XAgentServer.database.models import Raw +from XAgentServer.exts.exception_ext import XAgentWebSocketConnectError + + +async def check_user(db, user_id, token): + """ + check user for websocket connection + """ + if not UserCRUD.is_exist(db=db, user_id=user_id): + raise XAgentWebSocketConnectError("user is not exist!") + # auth + if not UserCRUD.user_is_valid(db=db, user_id=user_id, token=token): + raise XAgentWebSocketConnectError("user is not available!") + + user = UserCRUD.get_user(db=db, user_id=user_id) + if not user or user.token != token or user.available is False or user.is_beta is False: + raise XAgentWebSocketConnectError( + "XAgentServer is running in production mode, if you want to use it, please contact the administrator.") + +def handle_data(row: Raw, root_dir: str): + """ + handle data for websocket response + """ + data = row.data + try: + using_tools = data.get("using_tools", "") + if not using_tools: + return data + tool_name = using_tools.get("tool_name", "") if isinstance( + using_tools, dict) else "" + tool_output = using_tools.get( + "tool_output", {}) if isinstance(using_tools, dict) else "" + tool_input = using_tools.get( + "tool_input", {}) if isinstance(using_tools, dict) else "" + if row.include_pictures: + if tool_name == "PythonNotebook_execute_cell": + for output in tool_output: + if isinstance(output, dict) and 'file_name' in output: + file_name = output['file_name'] + png_base64 = None + if file_name: + file_path = os.path.join( + root_dir, "workspace", file_name) + if os.path.exists(file_path): + try: + with open(file_path, "rb") as f: + png_base64 = base64.b64encode( + f.read()).decode("utf-8") + except Exception: + pass + + output["file_data"] = png_base64 + using_tools["is_include_pictures"] = True + + if tool_input: + data["using_tools"]["tool_input"] = tool_input.encode("utf-8").decode("unicode_escape") + if tool_output and isinstance(tool_output, str): + data["using_tools"]["tool_output"] = tool_output.encode("utf-8").decode("unicode_escape") + except Exception: + pass + return data + + +def handle_workspace_filelist(file_list): + """handle workspace file list + + Args: + file_list (_type_): file_list is a list of file name + + Returns: + List[Dict]: element list, each element is a dict with name and suffix + """ + if not isinstance(file_list, list) or not file_list: + return [] + return [{"name": file, "suffix": file.split(".")[-1]} for file in file_list] diff --git a/XAgentServer/application/websockets/recorder.py b/XAgentServer/application/websockets/recorder.py new file mode 100644 index 0000000..7837941 --- /dev/null +++ b/XAgentServer/application/websockets/recorder.py @@ -0,0 +1,326 @@ +"""Recorder Websocket Server""" +import json +import os +import threading +import uuid +from datetime import datetime +from urllib.parse import parse_qs +from typing import Any + +from colorama import Fore +from fastapi import APIRouter, Depends, WebSocket +from sqlalchemy.orm import Session +from starlette.endpoints import WebSocketEndpoint +from apscheduler.schedulers.asyncio import AsyncIOScheduler +from XAgentServer.application.core.envs import XAgentServerEnv +from XAgentServer.application.cruds.interaction import InteractionCRUD +from XAgentServer.application.dependence import get_db +from XAgentServer.application.schemas.response_body import WebsocketResponseBody +from XAgentServer.exts.exception_ext import XAgentWebSocketConnectError, XAgentError +from XAgentServer.interaction import XAgentInteraction +from XAgentServer.loggers.logs import Logger +from XAgentServer.models.interaction import InteractionBase +from XAgentServer.models.raw import XAgentRaw +from XAgentServer.server import XAgentServer +from XAgentServer.enums.status import StatusEnum +from XAgentServer.application.websockets.common import (check_user, + handle_data, + handle_workspace_filelist) +from XAgentServer.application.global_val import redis + + +router = APIRouter() + + +@router.websocket("/ws/recorder/{client_id}", name="ws") +class RecorderServer(WebSocketEndpoint): + """Recorder Websocket Server + Extends: + WebSocketEndpoint + + Recorder: + You can use this to reproduce the recorder you have executed + You can find this in XAgent GUI Menu: Settings -> Run Recorder + + """ + + def __init__(self, websocket: WebSocket, db: Session = Depends(get_db), client_id: str = ""): + super().__init__(websocket.scope, websocket.receive, websocket.send) + self.db = db + self.client_id: str = client_id + self.websocket = websocket + self.date_str = datetime.now().strftime("%Y-%m-%d") + self.log_dir = "" + self.logger = None + self.scheduler = AsyncIOScheduler() + self.continue_flag = True + + async def dispatch(self) -> None: + """XAgent Websocket Server Dispatch Function + extend from WebSocketEndpoint + + override this function block: loop flag and finally block to do something + Raises: + exc: extend from WebSocketEndpoint + """ + websocket = WebSocket(self.scope, receive=self.receive, send=self.send) + close_code = 1000 + await self.on_connect(websocket) + redis.set_key(f"{self.client_id}", "alive") + try: + while self.continue_flag: + message = await websocket.receive() + if message["type"] == "websocket.receive": + data = await self.decode(websocket, message) + await self.on_receive(websocket, data) + elif message["type"] == "websocket.disconnect": + close_code = 1000 + break + except Exception as exc: + close_code = 1011 + raise exc + finally: + try: + await self.on_disconnect(websocket, close_code) + if self.scheduler.running: + self.scheduler.shutdown() + self.logger.info("shutdown scheduler") + if self.db: + self.db.close() + self.logger.info("close db") + finally: + # this is notice the agent to stop if user close the websocket + redis.set_key(f"{self.client_id}", "close") + + async def on_connect(self, websocket: WebSocket): + """Connect to client + + Args: + websocket (WebSocket): A websocket object + + Raises: + XAgentWebSocketConnectError: If you have an interaction running, + you can't connect to XAgent + """ + + self.log_dir = os.path.join(os.path.join(XAgentServerEnv.base_dir, "localstorage", + "interact_records"), self.date_str, self.client_id) + if not os.path.exists(self.log_dir): + os.makedirs(self.log_dir) + + self.logger = Logger( + log_dir=self.log_dir, log_file="interact.log", log_name=f"{self.client_id}_INTERACT") + query_string = self.scope.get("query_string", b"").decode() + parameters = parse_qs(query_string) + user_id = parameters.get("user_id", [""])[0] + token = parameters.get("token", [""])[0] + recorder_dir = parameters.get("recorder_dir", [""])[0] + description = "XAgent Recorder" + self.logger.typewriter_log( + title=f"Receive connection from {self.client_id}: ", + title_color=Fore.RED, + content=f"user_id: {user_id}, token: {token}, recorder_dir: {recorder_dir}") + await websocket.accept() + try: + await check_user(db=self.db, user_id=user_id, token=token) + # check running, you can edit it by yourself in envs.py to skip this check + if XAgentServerEnv.check_running: + if InteractionCRUD.is_running(db=self.db, user_id=user_id): + raise XAgentWebSocketConnectError( + "You have a running interaction, please wait for it to finish!") + + base = InteractionBase(interaction_id=self.client_id, + user_id=user_id, + create_time=datetime.now().strftime("%Y-%m-%d %H:%M:%S"), + description=description if description else "XAgent Recorder", + agent="XAgent", + mode="auto", + file_list=[], + recorder_root_dir=os.path.join( + XAgentServerEnv.recorder_root_dir, recorder_dir), + status="waiting", + message="waiting...", + current_step=uuid.uuid4().hex, + update_time=datetime.now().strftime("%Y-%m-%d %H:%M:%S"), + call_method="recorder", + ) + InteractionCRUD.create_interaction(db=self.db, base=base) + except XAgentWebSocketConnectError as e: + self.logger.error( + f"Error in on_connect of {self.client_id}: {e}") + await websocket.send_text( + WebsocketResponseBody( + status="failed", + success=False, + message=str(e), + data=None).to_text()) + await websocket.close(code=1000) + return + await websocket.send_text( + WebsocketResponseBody( + status="connect", + success=True, + message="connect success", + data=base.to_dict()).to_text()) + + async def on_disconnect(self, websocket: WebSocket, close_code): + """When disconnect with client, it will run this function + Override this function to do something when disconnect with client + + Args: + websocket (WebSocket): A websocket object + close_code (_type_): The close code, default is 0 + """ + self.logger.typewriter_log( + title=f"Disconnect with client {self.client_id}: ", + title_color=Fore.RED) + # await websocket.close(code=close_code) + + async def on_receive(self, websocket: WebSocket, data: Any): + """ + When receive data from client, it will run this function + + Args: + websocket (WebSocket): A websocket object + data (any): The data from client + """ + data = json.loads(data) + self.logger.typewriter_log( + title=f"Receive data from {self.client_id}: ", + title_color=Fore.RED, + content=json.dumps(data, indent=4, ensure_ascii=False) + ) + if data.get("type", "") == "ping": + # await self.pong() + pass + elif data.get("type", "") == "recorder": + if not self.scheduler.running: + self.scheduler.add_job(self.pong, "interval", seconds=20) + self.scheduler.add_job(self.send_data, "interval", seconds=1) + self.scheduler.start() + t = threading.Thread(target=self.task_handler) + t.start() + + + def task_handler(self): + """ + define a long task to run interaction + + Args: + parameter (InteractionParameter): The parameter of interaction + """ + try: + InteractionCRUD.insert_raw(db=self.db, process=XAgentRaw( + interaction_id=self.client_id, + node_id=uuid.uuid4().hex, + status=StatusEnum.RUNNING, + create_time=datetime.now().strftime("%Y-%m-%d %H:%M:%S"), + update_time=datetime.now().strftime("%Y-%m-%d %H:%M:%S"), + current="", + step=-1, + data=None, + file_list=[], + do_interrupt=False, + wait_seconds=0, + ask_for_human_help=False, + is_human=True, + human_data=None, + human_file_list=[], + is_send=False, + is_receive=False, + is_deleted=False + )) + redis.set_key(f"{self.client_id}_send", 1) + + current_step = uuid.uuid4().hex + base = InteractionCRUD.get_interaction(db=self.db, + interaction_id=self.client_id) + InteractionCRUD.update_interaction_status(db=self.db, + interaction_id=base.interaction_id, + status="running", + message="running", + current_step=current_step) + + # Create XAgentInteraction to run interaction + interaction = XAgentInteraction( + base=base, parameter=None, interrupt=False, call_method="recorder") + + # Register logger, dbinto interaction + interaction.resister_logger(self.logger) + self.logger.info( + f"Register logger into interaction of {base.interaction_id}, done!") + + interaction.register_db(db=self.db) + self.logger.info( + f"Register db into interaction of {base.interaction_id}, done!") + # Create XAgentServer + server = XAgentServer(logger=self.logger) + self.logger.info( + f"Register logger into XAgentServer of {base.interaction_id}, done!") + self.logger.info( + f"Start a new thread to run interaction of {base.interaction_id}, done!") + # await server.interact(interaction=interaction) + server.interact(interaction=interaction) + except XAgentError as e: + self.logger.error( + f"Error in task_handler of {self.client_id}: {e}") + InteractionCRUD.insert_error( + db=self.db, interaction_id=self.client_id, message=str(e)) + redis.set_key(self.client_id + "_send", 1) + InteractionCRUD.update_interaction_status(db=self.db, + interaction_id=self.client_id, + status="failed", + message=str(e), + current_step=current_step) + + async def pong(self): + """ + pong to client for keeping alive + """ + await self.websocket.send_text(json.dumps({"type": "pong"}, ensure_ascii=False, indent=2)) + + async def send_data(self): + """ + send data to client + """ + send_status = redis.get_key(f"{self.client_id}_send") + if send_status: + rows = InteractionCRUD.get_next_send( + db=self.db, interaction_id=self.client_id) + rows = rows[::-1] + for row in rows: + if not row.is_send: + self.logger.typewriter_log( + title=f"Send data to {self.client_id}: ", + title_color=Fore.RED, + content=f"已发送{row.node_id}节点的数据, 长度：{len(json.dumps(row.data))}" + ) + if row.status in [StatusEnum.FAILED]: + # when interaction is falied, we will send the message to client + # and the message is the result of interaction + message = row.data + else: + message = "success" + + root_dir = os.path.join(XAgentServerEnv.base_dir, + "localstorage", + "interact_records", + row.create_time[:10], + row.interaction_id) + await self.websocket.send_text( + WebsocketResponseBody( + status=row.status, + success=True, message=message, + data=handle_data(row=row, root_dir=root_dir), + current=row.current, + node_id=row.node_id, + workspace_file_list=handle_workspace_filelist( + row.file_list) + ).to_text()) + InteractionCRUD.update_send_flag( + db=self.db, interaction_id=self.client_id, node_id=row.node_id) + redis.delete_key(f"{self.client_id}_send") + + if row.status in [StatusEnum.FAILED, StatusEnum.FINISHED]: + self.continue_flag = False + break diff --git a/XAgentServer/application/websockets/replayer.py b/XAgentServer/application/websockets/replayer.py new file mode 100644 index 0000000..3cc4c5a --- /dev/null +++ b/XAgentServer/application/websockets/replayer.py @@ -0,0 +1,195 @@ +"""Replayer Websocket Server +""" +import json +import os +import asyncio +import random +from datetime import datetime +from urllib.parse import parse_qs +from typing import Any + +from colorama import Fore +from fastapi import APIRouter, Depends, WebSocket +from sqlalchemy.orm import Session +from starlette.endpoints import WebSocketEndpoint +from apscheduler.schedulers.asyncio import AsyncIOScheduler +from XAgentServer.application.core.envs import XAgentServerEnv +from XAgentServer.application.cruds.interaction import InteractionCRUD +from XAgentServer.application.dependence import get_db +from XAgentServer.application.schemas.response_body import WebsocketResponseBody +from XAgentServer.exts.exception_ext import XAgentError, XAgentWebSocketConnectError +from XAgentServer.loggers.logs import Logger + +from XAgentServer.application.websockets.common import check_user, handle_data, handle_workspace_filelist + +router = APIRouter() + + +@router.websocket("/ws/replay/{client_id}", name="ws_replay") +class ReplayServer(WebSocketEndpoint): + """Main Websocket Server + Extends: + WebSocketEndpoint + + Description: + In this websocket, we will receive the args from user, + and you can use it to run the interaction. + specifically, the args is a dict, + and it must contain a key named "goal" to tell XAgent what do you want to do. + + """ + + def __init__(self, websocket: WebSocket, db: Session = Depends(get_db), client_id: str = ""): + super().__init__(websocket.scope, websocket.receive, websocket.send) + self.db = db + self.client_id: str = client_id + self.websocket = websocket + self.date_str = datetime.now().strftime("%Y-%m-%d") + self.log_dir = "" + self.logger = None + self.scheduler = AsyncIOScheduler() + + async def dispatch(self) -> None: + """_summary_ + + Raises: + exc: _description_ + """ + websocket = WebSocket(self.scope, receive=self.receive, send=self.send) + close_code = 1000 + await self.on_connect(websocket) + try: + while True: + message = await websocket.receive() + if message["type"] == "websocket.receive": + data = await self.decode(websocket, message) + await self.on_receive(websocket, data) + elif message["type"] == "websocket.disconnect": + close_code = 1000 + break + except Exception as exc: + close_code = 1011 + raise exc + finally: + await self.on_disconnect(websocket, close_code) + if self.scheduler.running: + self.scheduler.shutdown() + self.logger.info("shutdown scheduler") + if self.db: + self.db.close() + self.logger.info("close db") + + + async def on_connect(self, websocket: WebSocket): + """Connect to client + + Args: + websocket (WebSocket): A websocket object + + Raises: + XAgentWebSocketConnectError: If the user is running, it will raise this error. + """ + + self.log_dir = os.path.join(os.path.join(XAgentServerEnv.base_dir, "localstorage", + "interact_records"), self.date_str, self.client_id) + if not os.path.exists(self.log_dir): + os.makedirs(self.log_dir) + + self.logger = Logger( + log_dir=self.log_dir, log_file="replay.log", log_name=f"{self.client_id}_REPLAY") + query_string = self.scope.get("query_string", b"").decode() + parameters = parse_qs(query_string) + user_id = parameters.get("user_id", [""])[0] + token = parameters.get("token", [""])[0] + self.logger.typewriter_log( + title=f"Receive connection from {self.client_id}: ", + title_color=Fore.RED, + content=f"user_id: {user_id}, token: {token}") + await websocket.accept() + try: + await check_user(db=self.db, user_id=user_id, token=token) + # check running, you can edit it by yourself in envs.py to skip this check + if XAgentServerEnv.check_running: + if InteractionCRUD.is_running(db=self.db, user_id=user_id): + raise XAgentWebSocketConnectError( + "You have a running interaction, please wait for it to finish!") + except XAgentWebSocketConnectError as exc: + await websocket.send_text( + WebsocketResponseBody(status="connect", + success=False, + message=str(exc), + data=None).to_text()) + await websocket.close(code=1000) + return + await websocket.send_text( + WebsocketResponseBody( + status="connect", + success=True, + message="connect success", + data=None).to_text()) + + async def on_disconnect(self, websocket: WebSocket, close_code): + """When disconnect with client, it will run this function + Override this function to do something when disconnect with client + + Args: + websocket (WebSocket): A websocket object + close_code (_type_): The close code, default is 0 + """ + self.logger.typewriter_log( + title=f"Disconnect with client {self.client_id}: ", + title_color=Fore.RED) + + + async def on_receive(self, websocket: WebSocket, data: Any): + """ + When receive data from client, it will run this function + + Args: + websocket (WebSocket): A websocket object + data (any): The data from client + """ + data = json.loads(data) + self.logger.typewriter_log( + title=f"Receive data from {self.client_id}: ", + title_color=Fore.RED, + content=json.dumps(data, indent=4, ensure_ascii=False) + ) + if data.get("type", "") == "ping": + # await self.pong() + pass + elif data.get("type", "") == "replay": + if not self.scheduler.running: + self.scheduler.add_job(self.pong, "interval", seconds=20) + self.scheduler.add_job(self.send_data, "date", next_run_time=datetime.now()) + self.scheduler.start() + + async def pong(self): + """ + pong to client for keeping alive + """ + await self.websocket.send_text(json.dumps({"type": "pong"}, ensure_ascii=False, indent=2)) + + async def send_data(self): + """ + send data to client + """ + + rows = InteractionCRUD.search_many_raws(db=self.db, interaction_id=self.client_id) + for row in rows: + self.logger.typewriter_log( + title=f"Send data to {self.client_id}: ", + title_color=Fore.RED, + content=f"已发送{row.node_id}节点的数据, 长度：{len(json.dumps(row.data))}" + ) + root_dir = os.path.join(XAgentServerEnv.base_dir, "localstorage", "interact_records", row.create_time[:10], row.interaction_id) + await self.websocket.send_text( + WebsocketResponseBody(status=row.status, + success=True, message="success", + data=handle_data(row=row, root_dir=root_dir), + current=row.current, + node_id=row.node_id, + workspace_file_list=handle_workspace_filelist(row.file_list)).to_text()) + # await asyncio.sleep(random.randint(1, 3)) + if self.scheduler.running: + self.scheduler.shutdown() \ No newline at end of file diff --git a/XAgentServer/application/websockets/share.py b/XAgentServer/application/websockets/share.py new file mode 100644 index 0000000..ec76c98 --- /dev/null +++ b/XAgentServer/application/websockets/share.py @@ -0,0 +1,198 @@ +"""Replayer Websocket Server +""" +import json +import os +import asyncio +import random +from datetime import datetime +from urllib.parse import parse_qs +from typing import Any + +from colorama import Fore +from fastapi import APIRouter, Depends, WebSocket +from sqlalchemy.orm import Session +from starlette.endpoints import WebSocketEndpoint +from apscheduler.schedulers.asyncio import AsyncIOScheduler +from XAgentServer.application.core.envs import XAgentServerEnv +from XAgentServer.application.cruds.interaction import InteractionCRUD +from XAgentServer.application.dependence import get_db +from XAgentServer.application.schemas.response_body import WebsocketResponseBody +from XAgentServer.exts.exception_ext import XAgentWebSocketConnectError +from XAgentServer.loggers.logs import Logger + +from XAgentServer.application.websockets.common import check_user, handle_data, handle_workspace_filelist + +router = APIRouter() + + +@router.websocket("/ws/share/{client_id}", name="ws_replay") +class ReplayServer(WebSocketEndpoint): + """Main Websocket Server + Extends: + WebSocketEndpoint + + Description: + In this websocket, we will receive the args from user, + and you can use it to run the interaction. + specifically, the args is a dict, + and it must contain a key named "goal" to tell XAgent what do you want to do. + + """ + + def __init__(self, websocket: WebSocket, db: Session = Depends(get_db), client_id: str = ""): + super().__init__(websocket.scope, websocket.receive, websocket.send) + self.db = db + self.client_id: str = client_id + self.websocket = websocket + self.date_str = datetime.now().strftime("%Y-%m-%d") + self.log_dir = "" + self.logger = None + self.scheduler = AsyncIOScheduler() + + async def dispatch(self) -> None: + """_summary_ + + Raises: + exc: _description_ + """ + websocket = WebSocket(self.scope, receive=self.receive, send=self.send) + close_code = 1000 + await self.on_connect(websocket) + try: + while True: + message = await websocket.receive() + if message["type"] == "websocket.receive": + data = await self.decode(websocket, message) + await self.on_receive(websocket, data) + elif message["type"] == "websocket.disconnect": + close_code = 1000 + break + except Exception as exc: + close_code = 1011 + raise exc + finally: + await self.on_disconnect(websocket, close_code) + if self.scheduler.running: + self.scheduler.shutdown() + self.logger.info("shutdown scheduler") + if self.db: + self.db.close() + self.logger.info("close db") + + async def on_connect(self, websocket: WebSocket): + """Connect to client + + Args: + websocket (WebSocket): A websocket object + + Raises: + XAgentWebSocketConnectError: If the user is running, it will raise this error. + """ + + self.log_dir = os.path.join(os.path.join(XAgentServerEnv.base_dir, "localstorage", + "interact_records"), self.date_str, self.client_id) + if not os.path.exists(self.log_dir): + os.makedirs(self.log_dir) + + self.logger = Logger( + log_dir=self.log_dir, log_file="share.log", log_name=f"{self.client_id}_SHARE") + query_string = self.scope.get("query_string", b"").decode() + parameters = parse_qs(query_string) + user_id = parameters.get("user_id", [""])[0] + token = parameters.get("token", [""])[0] + self.logger.typewriter_log( + title=f"Receive connection from {self.client_id}: ", + title_color=Fore.RED, + content=f"user_id: {user_id}, token: {token}") + await websocket.accept() + try: + # await check_user(db=self.db, user_id=user_id, token=token) + # check running, you can edit it by yourself in envs.py to skip this check + if XAgentServerEnv.check_running: + if InteractionCRUD.is_running(db=self.db, user_id=user_id): + raise XAgentWebSocketConnectError( + "You have a running interaction, please wait for it to finish!") + except XAgentWebSocketConnectError as exc: + await websocket.send_text( + WebsocketResponseBody( + status="connect", + success=False, + message=str(exc), + data=None).to_text()) + await websocket.close(code=1000) + return + await websocket.send_text( + WebsocketResponseBody( + status="connect", + success=True, + message="connect success", + data=None).to_text()) + + async def on_disconnect(self, websocket: WebSocket, close_code): + """When disconnect with client, it will run this function + Override this function to do something when disconnect with client + + Args: + websocket (WebSocket): A websocket object + close_code (_type_): The close code, default is 0 + """ + self.logger.typewriter_log( + title=f"Disconnect with client {self.client_id}: ", + title_color=Fore.RED) + + + async def on_receive(self, websocket: WebSocket, data: Any): + """ + When receive data from client, it will run this function + + Args: + websocket (WebSocket): A websocket object + data (any): The data from client + """ + data = json.loads(data) + self.logger.typewriter_log( + title=f"Receive data from {self.client_id}: ", + title_color=Fore.RED, + content=json.dumps(data, indent=4, ensure_ascii=False) + ) + if data.get("type", "") == "ping": + # await self.pong() + pass + elif data.get("type", "") == "shared": + if not self.scheduler.running: + self.scheduler.add_job(self.pong, "interval", seconds=20) + self.scheduler.add_job(self.send_data, "date", next_run_time=datetime.now()) + self.scheduler.start() + + async def pong(self): + """ + pong to client for keeping alive + """ + await self.websocket.send_text(json.dumps({"type": "pong"}, ensure_ascii=False, indent=2)) + + async def send_data(self): + """ + send data to client + """ + try: + rows = InteractionCRUD.search_many_raws(db=self.db, interaction_id=self.client_id) + for row in rows: + self.logger.typewriter_log( + title=f"Send data to {self.client_id}: ", + title_color=Fore.RED, + content=f"已发送{row.node_id}节点的数据, 长度：{len(json.dumps(row.data))}" + ) + root_dir = os.path.join(XAgentServerEnv.base_dir, "localstorage", "interact_records", row.create_time[:10], row.interaction_id) + await self.websocket.send_text( + WebsocketResponseBody(status=row.status, + success=True, message="success", + data=handle_data(row=row, root_dir=root_dir), + current=row.current, + node_id=row.node_id, + workspace_file_list=handle_workspace_filelist(row.file_list)).to_text()) + await asyncio.sleep(random.randint(1, 3)) + if self.scheduler.running: + self.scheduler.shutdown() + except: + if self.scheduler.running: + self.scheduler.shutdown() \ No newline at end of file diff --git a/XAgentServer/database/__init__.py b/XAgentServer/database/__init__.py index 26c03df..e69de29 100644 --- a/XAgentServer/database/__init__.py +++ b/XAgentServer/database/__init__.py @@ -1,380 +0,0 @@ -from typing import Union - -from sqlalchemy.orm import Session - -from XAgentServer.envs import XAgentServerEnv -from XAgentServer.models.interaction import InteractionBase -from XAgentServer.models.parameter import InteractionParameter -from XAgentServer.models.shared_interaction import SharedInteractionBase - - -class UserBaseInterface: - """ - Base Interface for interacting with User related data in a database. - - Attributes: - db : Instance of SQLAlchemy's Session class. Provide a connection to a database. - """ - - def __init__(self, envs: XAgentServerEnv) -> None: - """ - Initialize the UserBaseInterface. - - Args: - envs (XAgentServerEnv): The environment variables of the XAgentServer. - """ - - pass - - def register_db(self, db: Session): - """ - Registers a session with the database. - - Args: - db (Session): Instance of SQLAlchemy's Session class. Provide a connection to a database. - """ - self.db = db - - def init(self): - """ - Initialization function, to be implemented by subclasses. - """ - raise NotImplementedError - - def get_user_list(self) -> list: - """ - Returns a list of users. - - Returns: - list: A list of users. - - Raises: - NotImplementedError: If the method is not implemented by a subclass. - """ - raise NotImplementedError - - def get_user_dict_list(self): - """ - Returns a list of user dictionaries. - - Raises: - NotImplementedError: If the method is not implemented by a subclass. - """ - raise NotImplementedError - - def get_user(self, user_id: Union[str, None] = None, email: Union[str, None] = None): - """ - Query a user either by user_id or by email. - - Args: - user_id (Union[str, None], optional): The user's id. If not provided, it checks the email. - email (Union[str, None], optional): The user's email. If not provided, it checks the user_id. - - Raises: - NotImplementedError: If the method is not implemented by a subclass. - """ - raise NotImplementedError - - def user_is_exist(self, user_id: Union[str, None] = None, email: Union[str, None] = None): - """ - Check whether a user with a given user_id or email exists. - - Args: - user_id (Union[str, None], optional): The user's id. If not provided, it checks the email. - email (Union[str, None], optional): The user's email. If not provided, it checks the user_id. - - Raises: - NotImplementedError: If the method is not implemented by a subclass. - """ - raise NotImplementedError - - def token_is_exist(self, user_id: str, token: Union[str, None] = None): - """ - Check whether a user with a given Auth token and user_id exists. - - Args: - user_id (str): The user's id. - token (Union[str, None], optional): The user's Auth token. - - Raises: - NotImplementedError: If the method is not implemented by a subclass. - """ - raise NotImplementedError - - def user_is_valid(self, - user_id: Union[str, None] = None, - email: Union[str, None] = None, - token: Union[str, None] = None): - """ - Check whether a user is valid either by user_id and token or by email and token. - - Args: - user_id (Union[str, None], optional): The user's id. If not provided, it checks the email. - email (Union[str, None], optional): The user's email. If not provided, it checks the user_id. - token (Union[str, None], optional): The user's Auth token. - - Raises: - NotImplementedError: If the method is not implemented by a subclass. - """ - raise NotImplementedError - - def add_user(self, user_dict: dict): - """ - Add a user using a dictionary of user details. - - Args: - user_dict (dict): Contains user details. - - Raises: - NotImplementedError: If the method is not implemented by a subclass. - """ - raise NotImplementedError - - def update_user(self, user): - """ - Update a user's details. - - Args: - user: A user object with updated details. - - Raises: - NotImplementedError: If the method is not implemented by a subclass. - """ - raise NotImplementedError - - -class InteractionBaseInterface: - """ - Base Interface for interacting with Interaction related data in a database. - - Attributes: - db : Instance of SQLAlchemy's Session class. Provide a connection to a database. - """ - - def __init__(self, envs: XAgentServerEnv) -> None: - """ - Initialize the InteractionBaseInterface instance. - - Args: - envs (XAgentServerEnv): The environment variables of the XAgentServer. - """ - pass - - def register_db(self, db: Session): - """ - Registers a session with the database. - - Args: - db (Session): Instance of SQLAlchemy's Session class. Provide a connection to a database. - """ - self.db = db - - def init(self): - """ - Initialization function, to be implemented by subclasses. - """ - raise NotImplementedError - - def get_interaction_dict_list(self): - """ - Returns a list of interaction dictionaries. - - Raises: - NotImplementedError: If the method is not implemented by a subclass. - """ - raise NotImplementedError - - def get_interaction_list(self) -> list: - """ - Returns a list of interactions. - - Returns: - list: A list of interactions. - - Raises: - NotImplementedError: If the method is not implemented by a subclass. - """ - raise NotImplementedError - - def get_interaction(self, interaction_id: str) -> InteractionBase: - """ - Query an interaction by its id. - - Args: - interaction_id (str): The id of the interaction to be queried. - - Returns: - InteractionBase: The interaction model class instance with respect to the provided interaction_id. - - Raises: - NotImplementedError: If the method is not implemented by a subclass. - """ - raise NotImplementedError - - def create_interaction(self, interaction: InteractionBase): - """ - Creates an interaction. - - Args: - interaction (InteractionBase): An instance of the Interaction model class representing a single interaction. - - Raises: - NotImplementedError: If the method is not implemented by a subclass. - """ - raise NotImplementedError - - def add_parameter(self, parameter: InteractionParameter): - """ - Add a parameter to an interaction. - - Args: - parameter (InteractionParameter): A parameter for the interaction. - - Raises: - NotImplementedError: If the method is not implemented by a subclass. - """ - raise NotImplementedError - - def get_interaction_by_user_id(self, user_id: str) -> list: - """ - Query interactions by user_id. - - Args: - user_id (str): The id of the user of the interactions. - - Returns: - list: A list of interactions that belong to the given user. - - Raises: - NotImplementedError: If the method is not implemented by a subclass. - """ - raise NotImplementedError - - def get_shared_interactions(self, page_size: int=20, page_index: int=1): - """ - Get a list of shared interactions. - - Args: - page_size (int, optional): The number of interactions to return. Defaults to 20. - page_index (int, optional): Specifies which page of results to return. Defaults to 1. - - Raises: - NotImplementedError: If the method is not implemented by a subclass. - """ - raise NotImplementedError - - def get_interaction_by_interaction_id(self, interaction_id: str): - """ - Query an interaction by its id. - - Args: - interaction_id (str): The id of the interaction to be queried. - - Raises: - NotImplementedError: If the method is not implemented by a subclass. - """ - raise NotImplementedError - - def interaction_is_exist(self, interaction_id: str): - """ - Check whether an interaction with a given interaction_id exists. - - Args: - interaction_id (str): The interaction's id. - - Raises: - NotImplementedError: If the method is not implemented by a subclass. - """ - raise NotImplementedError - - def update_interaction(self, interaction: InteractionBase): - """ - Update an interaction's details. - - Args: - interaction (InteractionBase): An instance of the Interaction model class with updated details. - - Raises: - NotImplementedError: If the method is not implemented by a subclass. - """ - raise NotImplementedError - - def update_interaction_status(self, interaction_id: str, status: str, message: str, current_step: int): - """ - Update an interaction's status, message, and current step. - - Args: - interaction_id (str): The interaction's id. - status (str): Updated status for the interaction. - message (str): Message associated with the interaction. - current_step (int): Current step of the interaction process. - - Raises: - NotImplementedError: If the method is not implemented by a subclass. - """ - raise NotImplementedError - - def update_interaction_parameter(self, interaction_id: str, parameter: InteractionParameter): - """ - Updates the parameter of an interaction. - - Args: - interaction_id (str): The interaction's id. - parameter (InteractionParameter): The updated parameter for the interaction. - - Raises: - NotImplementedError: If the method is not implemented by a subclass. - """ - raise NotImplementedError - - def is_running(self, user_id: str): - """ - Checks if an interaction is currently running. - - Args: - user_id (str): The id of the user of the interaction. - - Raises: - NotImplementedError: If the method is not implemented by a subclass. - """ - raise NotImplementedError - - def delete_interaction(self, interaction_id: str): - """ - Delete an interaction. - - Args: - interaction_id (str): The interaction's id. - - Raises: - NotImplementedError: If the method is not implemented by a subclass. - """ - raise NotImplementedError - - def add_share(self, shared: SharedInteractionBase): - """ - Add a shared interaction. - - Args: - shared (SharedInteractionBase): An instance of SharedInteractionBase representing a shared interaction. - - Raises: - NotImplementedError: If the method is not implemented by a subclass. - """ - raise NotImplementedError - - def get_shared_interaction(self, interaction_id: str) -> SharedInteractionBase | None: - """ - Get a shared interaction by its id. - - Args: - interaction_id (str): The id of the shared interaction. - - Returns: - SharedInteractionBase | None: The SharedInteractionBase instance with respect to the provided interaction_id, - or None if no such shared interaction exists. - - Raises: - NotImplementedError: If the method is not implemented by a subclass. - """ - raise NotImplementedError \ No newline at end of file diff --git a/XAgentServer/database/connect.py b/XAgentServer/database/connect.py index d346c1d..d23997e 100644 --- a/XAgentServer/database/connect.py +++ b/XAgentServer/database/connect.py @@ -2,52 +2,19 @@ from sqlalchemy.ext.declarative import declarative_base from sqlalchemy.orm import sessionmaker -from XAgentServer.database.models import Base -from XAgentServer.envs import XAgentServerEnv +from XAgentServer.application.core.envs import XAgentServerEnv +import os +SQLALCHEMY_DATABASE_URL = os.getenv('MYSQL_DB_URL', XAgentServerEnv.DB.db_url) -class DBConnection: - """ - A database connection class that creates a session with SQLAlchemy. - - ... +engine = create_engine( + SQLALCHEMY_DATABASE_URL, pool_size=10, max_overflow=2, pool_timeout=3600, pool_recycle=7200 +) - Attributes - ---------- - db_session : Session - a Session instance of SQLAlchemy. - Methods - ------- - __init__(self, envs: XAgentServerEnv) -> None: - Initializes a new DBConnection instance. +SessionLocal = sessionmaker(autocommit=False, autoflush=False, bind=engine) - """ +Base = declarative_base() - def __init__(self, envs: XAgentServerEnv) -> None: - """ - Initializes a new DBConnection instance checking whether the passed environment - uses an SQL database. If it is not an SQL database, a ValueError is raised. - - Args: - envs (XAgentServerEnv): - An instance of the XAgentServerEnv class indicating the current environment. - - Raises: - ValueError: If the database specified in the environment is not an SQL type. - """ - - if envs.DB.db_type == "file": - raise ValueError("Require a sql database, such as sqlite, mysql, postgresql") - - SQLALCHEMY_DATABASE_URL = envs.DB.db_url - - engine = create_engine( - SQLALCHEMY_DATABASE_URL, pool_size=10, max_overflow=2, pool_timeout=30, pool_recycle=-1 - ) - - SessionLocal = sessionmaker(autocommit=False, autoflush=False, bind=engine) - - # An instance of the SessionLocal is created and assigned - # to the db_session attribute of the DBConnection instance. - self.db_session = SessionLocal() \ No newline at end of file +# if database is not exist, create it +Base.metadata.create_all(bind=engine) \ No newline at end of file diff --git a/XAgentServer/database/dbi.py b/XAgentServer/database/dbi.py deleted file mode 100644 index 763918d..0000000 --- a/XAgentServer/database/dbi.py +++ /dev/null @@ -1,503 +0,0 @@ -import traceback -from datetime import datetime - -from sqlalchemy.orm import Session -from sqlalchemy.sql import func - -from XAgentServer.database import InteractionBaseInterface, UserBaseInterface -from XAgentServer.database.models import (Interaction, Parameter, - SharedInteraction, User) -from XAgentServer.envs import XAgentServerEnv -from XAgentServer.models.interaction import InteractionBase -from XAgentServer.models.parameter import InteractionParameter -from XAgentServer.models.shared_interaction import SharedInteractionBase -from XAgentServer.models.user import XAgentUser - - -class UserDBInterface(UserBaseInterface): - """ - Database interface for user interactions. - - Args: - envs (XAgentServerEnv): The server environment variables. - - Raises: - ValueError: If the database type is 'file'. - """ - def __init__(self, envs: XAgentServerEnv) -> None: - if envs.DB.use_db and envs.DB.db_type == "file": - raise ValueError("UserDB except a sql database, such as sqlite, mysql, postgresql") - self.db_url = envs.DB.db_url - - def register_db(self, db: Session): - """ - Registers a database session. - - Args: - db (Session): The database session to be registered. - """ - self.db = db - - def init(self): - """ - Initializes the database, currently not implemented. - """ - raise NotImplementedError - - def get_user_list(self) -> list[XAgentUser]: - """ - Gets a list of all users. - - Returns: - list: A list of all users. - """ - users = self.db.query(User).all() - users = [XAgentUser.from_db(user) for user in users] - return users - - def get_user_dict_list(self): - """ - Gets a list of user data in dictionary format. The actual function is not implemented. - """ - return self.user_list_cache - - def get_user(self, user_id: str | None = None, email: str | None = None) -> XAgentUser | None: - """ - Get user information via user's id or email. - - Args: - user_id (str | None): User's id. - email (str | None): User's email. - - Returns: - XAgentUser | None: The requested user or None if the user doesn't exist. - """ - if not email and not user_id: - return None - if email: - user = self.db.query(User).filter(User.email == email, User.deleted == False).first() - else: - user = self.db.query(User).filter(User.user_id == user_id, User.deleted == False).first() - - return XAgentUser.from_db(user) if user else None - - def user_is_exist(self, user_id: str | None = None, email: str | None = None): - """ - Checks whether a user exists by user's id or email. - - Args: - user_id (str | None): User's id. - email (str | None): User's email. - - Returns: - bool: True if the user exists, otherwise False. - """ - if not email and not user_id: - return False - if email: - user = self.db.query(User).filter(User.email == email, User.deleted == False).first() - else: - user = self.db.query(User).filter(User.user_id == user_id, User.deleted == False).first() - return user is not None - - def token_is_exist(self, user_id: str, token: str | None = None): - """ - Checks token existence for a user. - - Args: - user_id (str): The id of the user. - token (str | None): Token to check. - - Returns: - bool: True if the token exists, otherwise False. - """ - if not token: - return False - - user = self.db.query(User).filter(User.user_id == user_id, User.token == token, User.deleted == False).first() - return user is not None - - def user_is_valid(self, - user_id: str | None = None, - email: str | None = None, - token: str | None = None): - """ - Checks user's validity via user's id, email or token. - - Args: - user_id (str | None): User's id. - email (str | None): User's email. - token (str | None): User's token. - - Returns: - bool: The validity of the user. - """ - if email == "": - return False - user = self.db.query(User).filter(User.user_id == user_id, User.token == token, User.deleted == False).first() - if token == None: - if user.email == email and user.available: - return True - if user_id != None: - if user.user_id == user_id and user.token == token and user.available: - return True - if email != None: - if user.email == email and user.token == token and user.available: - return True - return False - - def add_user(self, user_dict: dict): - """ - Adds a new user to the database. - - Args: - user_dict (dict): A dictionary containing the user's data. - - Raises: - Exception: If there is a database error. - """ - try: - self.db.add(User(**user_dict)) - self.db.commit() - except Exception as e: - self.db.rollback() - print(traceback.print_exec()) - - def update_user(self, user: XAgentUser): - """ - Updates an existing user's information. - - Args: - user (XAgentUser): Updated data for the user. - - Raises: - Exception: If there is a database error. - """ - db_user = self.db.query(User).filter(User.user_id == user.user_id, User.deleted == False).first() - try: - db_user.available = user.available - db_user.email = user.email - db_user.name = user.name - db_user.token = user.token - db_user.update_time = datetime.now().strftime("%Y-%m-%d %H:%M:%S") - self.db.commit() - except Exception as e: - self.db.rollback() - print(traceback.print_exec()) - - -class InteractionDBInterface(InteractionBaseInterface): - """ - Database interface for user's interactions. - - Args: - envs (XAgentServerEnv): The server environment variables. - - Raises: - ValueError: If the database type is not supported. - """ - def __init__(self, envs: XAgentServerEnv) -> None: - super().__init__(envs) - if envs.DB.use_db and envs.DB.db_type not in ["sqlite", "mysql", "postgresql"]: - raise ValueError("UserDB except a sql database, such as sqlite, mysql, postgresql") - self.db_url = envs.DB.db_url - - def register_db(self, db: Session): - """ - Registers a database session. - - Args: - db (Session): The database session to be registered. - """ - self.db = db - - def init(self): - """ - Initializes the database, currently not implemented. - """ - raise NotImplementedError - - - def get_interaction_dict_list(self): - """ - Gets a list of user's interactions in dictionary format. The actual function is not implemented. - """ - raise NotImplementedError - - def get_interaction_list(self) -> list[InteractionBase]: - """ - Gets a list of all interactions. - - Returns: - list: A list of all interactions. - """ - interactions = self.db.query(Interaction).all() - return [InteractionBase.from_db(interaction) for interaction in interactions] - - def get_interaction(self, interaction_id: str) -> InteractionBase | None: - """ - Get an interaction information via interaction's id. - - Args: - interaction_id (str): Interaction's id. - - Returns: - InteractionBase | None: The requested Interaction or None if the Interaction doesn't exist. - """ - interaction = self.db.query(Interaction).filter(Interaction.interaction_id == interaction_id).first() - return InteractionBase.from_db(interaction) if interaction else None - - def create_interaction(self, base: InteractionBase) -> InteractionBase: - """ - Creates an interaction. - - Args: - base (InteractionBase): Base interaction data. - - Returns: - InteractionBase: The created interaction. - - Raises: - Exception: If there is a database error. - """ - try: - self.db.add(Interaction(**base.to_dict())) - self.db.commit() - except Exception as e: - self.db.rollback() - print(traceback.print_exec()) - return None - - def add_parameter(self, parameter: InteractionParameter): - """ - Adds a parameter to an interaction. - - Args: - parameter (InteractionParameter): Parameter to be added. - - Returns: - None: The function currently always returns None. - - Raises: - Exception: If there is a database error. - """ - try: - self.db.add(Parameter(**parameter.to_dict())) - self.db.commit() - except Exception as e: - self.db.rollback() - print(traceback.print_exec()) - - return None - - def get_interaction_by_user_id(self, user_id: str, page_size: int = 20, page_num: int = 1) -> list[dict]: - """ - Checks if a user has interactions - - Args: - user_id (str): The id of the user. - page_size (int): Number of results per page. - page_num (int): Page number. - - Returns: - dict: A dictionary containing the total number of interactions and a list of dictionaries - that represent each interaction. - """ - total = self.db.query(func.count(Interaction.id)).filter(Interaction.user_id == user_id, Interaction.is_deleted == False).scalar() - interaction_list = self.db.query(Interaction).filter(Interaction.user_id == user_id, Interaction.is_deleted == False).limit(page_size).offset((page_num - 1) * page_size).all() - data = [] - for i, interaction in enumerate(interaction_list): - d_ = InteractionBase.from_db(interaction).to_dict(exclude=["recorder_root_dir", "is_deleted"]) - parameter = [{**p.args} if isinstance(p.args, dict) else p.args for p in self.get_parameter(d_["interaction_id"])] - d_["parameters"] = parameter - data.append(d_) - return { - "total": total, - "rows": data - } - - def get_shared_interactions(self, page_size: int = 20, page_num: int = 1) -> list[dict]: - """ - Gets shared interactions for a user. - - Args: - page_size (int): Number of results per page. - page_num (int): Page number. - - Returns: - dict: A dictionary containing the total number of shared interactions and a list of dictionaries - that represent each shared interaction. - """ - total = self.db.query(func.count(SharedInteraction.id)).filter(SharedInteraction.is_deleted == False).scalar() - interaction_list = self.db.query(SharedInteraction).filter(SharedInteraction.is_deleted == False).order_by(SharedInteraction.star.desc()).limit(page_size).offset((page_num - 1) * page_size).all() - data = [] - for i, interaction in enumerate(interaction_list): - d_ = SharedInteractionBase.from_db(interaction).to_dict(exclude=["record_dir", "is_deleted"]) - parameter = [{**p.args} if isinstance(p.args, dict) else p.args for p in self.get_parameter(d_["interaction_id"])] - d_["parameters"] = parameter - data.append(d_) - return { - "total": total, - "rows": data - } - - def get_shared_interaction(self, interaction_id: str) -> SharedInteractionBase | None: - """ - Get shared interaction information via interaction's id. - - Args: - interaction_id (str): Interaction's id. - - Returns: - SharedInteractionBase | None: The requested shared Interaction or None if the shared Interaction doesn't exist. - """ - interaction = self.db.query(SharedInteraction).filter(SharedInteraction.interaction_id == interaction_id, SharedInteraction.is_deleted == False).first() - return SharedInteractionBase.from_db(interaction) if interaction else None - - def interaction_is_exist(self, interaction_id: str) -> bool: - """ - Checks whether an interaction exists by interaction's id. - - Args: - interaction_id (str): Interaction's id. - - Returns: - bool: True if the interaction exists, otherwise False. - """ - interaction = self.db.query(Interaction).filter(Interaction.interaction_id == interaction_id, Interaction.is_deleted == False).first() - return interaction is not None - - def update_interaction(self, base_data: dict): - """ - Updates an interaction's information. - - Args: - base_data (dict): Updated data for the interaction. - - Raises: - Exception, ValueError: If there is a database error or interaction is not exist. - """ - try: - if "interaction_id" not in base_data: - raise ValueError("interaction_id is required") - interaction = self.db.query(Interaction).filter(Interaction.interaction_id == base_data["interaction_id"]).first() - if interaction is None: - raise ValueError("interaction is not exist") - for k, v in base_data.items(): - if k == "interaction_id": - continue - setattr(interaction, k, v) - interaction.update_time = datetime.now().strftime("%Y-%m-%d %H:%M:%S") - self.db.commit() - except Exception as e: - self.db.rollback() - print(traceback.print_exec()) - - def update_interaction_status(self, interaction_id: str, status: str, message: str, current_step: int): - """ - Updates the status of an interaction. - - Args: - interaction_id (str): Interaction's id. - status (str): Status to be updated to. - message (str): Message to be updated. - current_step (str): Current step to be updated. - - Raises: - Exception: If there is a database error. - """ - try: - db_interaction = self.db.query(Interaction).filter(Interaction.interaction_id == interaction_id).first() - db_interaction.status = status - db_interaction.message = message - db_interaction.current_step = current_step - db_interaction.update_time = datetime.now().strftime("%Y-%m-%d %H:%M:%S") - self.db.commit() - except Exception as e: - self.db.rollback() - print(traceback.print_exec()) - - def update_interaction_parameter(self, interaction_id: str, parameter: InteractionParameter): - """ - Updates the parameter of an interaction. - - Args: - interaction_id (str): Interaction's id. - parameter (InteractionParameter): Parameter to be updated. - - Raises: - Exception: If there is a database error. - """ - try: - db_parameter = self.db.query(Parameter).filter(Parameter.interaction_id == interaction_id, Parameter.parameter_id == parameter.parameter_id).first() - if db_parameter is None: - self.db.add(Parameter(**parameter.to_dict())) - self.db.commit() - except Exception as e: - self.db.rollback() - print(traceback.print_exec()) - - def is_running(self, user_id: str): - """ - Checks if a certain user is running an interaction. - - Args: - user_id (str): Id of the user to check. - - Returns: - bool: True if the user is running an interaction, otherwise False. - """ - interaction = self.db.query(Interaction).filter(Interaction.user_id == user_id, Interaction.status.in_(("running", "waiting"))).first() - return interaction is not None - - - def get_parameter(self, interaction_id: str): - """ - Gets all parameters for a given interaction. - - Args: - interaction_id (str): The id of the interaction. - - Returns: - list: A list of all parameters for the interaction. - """ - parameters = self.db.query(Parameter).filter(Parameter.interaction_id == interaction_id).all() - return [InteractionParameter.from_db(param) for param in parameters] - - def delete_interaction(self, interaction_id: str): - """ - Deletes an interaction. - - Args: - interaction_id (str): The id of the interaction. - - Raises: - Exception, ValueError: If there is a database error or interaction is not exist. - """ - try: - interaction = self.db.query(Interaction).filter(Interaction.interaction_id == interaction_id).first() - if interaction is None: - raise ValueError("interaction is not exist") - interaction.is_deleted = True - self.db.commit() - except Exception as e: - self.db.rollback() - print(traceback.print_exec()) - - - def add_share(self, shared: SharedInteractionBase): - """ - Adds a shared interaction to the database. - - Args: - shared (SharedInteractionBase): Shared interaction to be added. - - Raises: - Exception: If there is a database error. - """ - try: - self.db.add(SharedInteraction(**shared.to_dict())) - self.db.commit() - except Exception as e: - self.db.rollback() - print(traceback.print_exec()) \ No newline at end of file diff --git a/XAgentServer/database/interface/interaction.py b/XAgentServer/database/interface/interaction.py new file mode 100644 index 0000000..6844231 --- /dev/null +++ b/XAgentServer/database/interface/interaction.py @@ -0,0 +1,559 @@ +"""DB Interface: Interaction""" +import abc +from datetime import datetime +import uuid + +from sqlalchemy.orm import Session +from sqlalchemy.sql import func + +from XAgentServer.database.models import (Interaction, Parameter, + SharedInteraction, Raw) +from XAgentServer.enums.status import StatusEnum +from XAgentServer.exts.exception_ext import XAgentError +from XAgentServer.models.interaction import InteractionBase +from XAgentServer.models.parameter import InteractionParameter +from XAgentServer.models.shared_interaction import SharedInteractionBase +from XAgentServer.models.raw import XAgentRaw + + +class InteractionDBInterface(metaclass=abc.ABCMeta): + """Interaction DB Interface + """ + + @classmethod + def search_many_interaction(cls, db: Session) -> list[InteractionBase]: + """search many interactions + + Args: + db (Session): db session + + Returns: + list[InteractionBase]: interaction list + """ + interactions = db.query(Interaction).all() + return [InteractionBase.from_db(interaction) for interaction in interactions] + + @classmethod + def get_interaction(cls, + db: Session, + interaction_id: str) -> InteractionBase | None: + """get interaction by interaction_id + + Args: + db (Session): db session + interaction_id (str): interaction id + + Returns: + InteractionBase | None: _description_ + """ + interaction = db.query(Interaction).filter( + Interaction.interaction_id == interaction_id, + Interaction.is_deleted.is_not(True)).first() + return InteractionBase.from_db(interaction) if interaction else None + + @classmethod + def get_ready_interaction(cls, + db: Session, + user_id: str) -> InteractionBase | None: + """get interaction by user_id + + Args: + db (Session): db session + user_id (str): user id + + Returns: + InteractionBase | None: _description_ + """ + interaction = db.query(Interaction).filter( + Interaction.user_id == user_id, + Interaction.status == 'ready').first() + return InteractionBase.from_db(interaction) if interaction else None + + @classmethod + def create_interaction(cls, + db: Session, + base: InteractionBase) -> InteractionBase: + """ + create interaction + + Args: + db (Session): db session + base (InteractionBase): interaction base + + Returns: + None + """ + db.add(Interaction(**base.to_dict())) + db.commit() + return None + + @classmethod + def add_parameter(cls, + db: Session, + parameter: InteractionParameter): + """ + add parameter for interaction + """ + db.add(Parameter(**parameter.to_dict())) + db.commit() + + return None + + @classmethod + def search_interaction_by_user_id(cls, + db: Session, + user_id: str, + page_size: int = 20, + page_num: int = 1) -> list[dict]: + """ + search interaction by user id + + Args: + db (Session): db session + user_id (str): user id + page_size (int, optional): page size. Defaults to 20. + page_num (int, optional): page num. Defaults to 1. + + Returns: + list[dict]: interaction list + """ + total = db.query(func.count(Interaction.id)).filter( + Interaction.user_id == user_id, Interaction.is_deleted.is_(False)).scalar() + + interaction_list = db.query(Interaction).filter( + Interaction.user_id == user_id, + Interaction.is_deleted.is_(False), + Interaction.status.in_([StatusEnum.FINISHED])).limit( + page_size).offset((page_num - 1) * page_size).all() + data = [] + for interaction in interaction_list: + d_ = InteractionBase.from_db(interaction).to_dict( + exclude=["recorder_root_dir", "is_deleted"]) + parameter = cls.get_parameter( + db=db, interaction_id=d_["interaction_id"]) + d_["parameters"] = [parameter[0]] + data.append(d_) + return { + "total": total, + "rows": data + } + + @classmethod + def search_many_shared(cls, + db: Session, + page_size: int = 20, + page_index: int = 1) -> list[dict]: + """ + search many shared interactions from community + + Args: + db (Session): db session + page_size (int, optional): page size. Defaults to 20. + page_index (int, optional): page index. Defaults to 1. + + Returns: + list[dict]: interaction list + """ + total = db.query(func.count(SharedInteraction.id)).filter( + SharedInteraction.is_deleted.is_(False), + SharedInteraction.is_audit.is_(True)).scalar() + interaction_list = db.query(SharedInteraction).filter( + SharedInteraction.is_deleted.is_(False), + SharedInteraction.is_audit.is_(True)).order_by( + SharedInteraction.star.desc()).limit(page_size).offset( + (page_index - 1) * page_size).all() + data = [] + for interaction in interaction_list: + d_ = SharedInteractionBase.from_db(interaction).to_dict( + exclude=["record_dir", "is_deleted"]) + parameter = cls.get_parameter( + db=db, interaction_id=d_["interaction_id"]) + d_["parameters"] = parameter + data.append(d_) + return { + "total": total, + "rows": data + } + + @classmethod + def get_shared_interaction(cls, + db: Session, + interaction_id: str) -> SharedInteractionBase | None: + """ + get shared interaction by interaction id + + Args: + db (Session): db session + interaction_id (str): interaction id + + Returns: + + SharedInteractionBase | None: shared interaction + """ + interaction = db.query(SharedInteraction).filter( + SharedInteraction.interaction_id == interaction_id, SharedInteraction.is_deleted.is_(False)).first() + return SharedInteractionBase.from_db(interaction) if interaction else None + + @classmethod + def is_exist(cls, + db: Session, + interaction_id: str) -> bool: + """ + check interaction is exist or not + + Args: + db (Session): db session + interaction_id (str): interaction id + + Returns: + bool: True or False + """ + interaction = db.query(Interaction).filter( + Interaction.interaction_id == interaction_id, + Interaction.is_deleted.is_(False)).first() + return interaction is not None + + @classmethod + def update_interaction(cls, db: Session, base_data: dict): + """ + update interaction + + Args: + db (Session): db session + base_data (dict): interaction data + + Returns: + None + """ + if "interaction_id" not in base_data: + raise XAgentError("interaction_id is required") + interaction = db.query(Interaction).filter( + Interaction.interaction_id == base_data["interaction_id"]).first() + if interaction is None: + raise XAgentError("interaction is not exist") + for k, v in base_data.items(): + if k == "interaction_id": + continue + setattr(interaction, k, v) + interaction.update_time = datetime.now().strftime("%Y-%m-%d %H:%M:%S") + db.commit() + + @classmethod + def update_interaction_status(cls, + db: Session, + interaction_id: str, + status: str, + message: str, + current_step: int): + """ + update interaction status + + Args: + db (Session): db session + interaction_id (str): interaction id + status (str): status + message (str): message + current_step (int): current step + + Returns: + None + """ + db_interaction = db.query(Interaction).filter( + Interaction.interaction_id == interaction_id).first() + if db_interaction is None: + raise XAgentError("interaction is not exist") + + db_interaction.status = status + db_interaction.message = message + db_interaction.current_step = current_step + db_interaction.update_time = datetime.now().strftime("%Y-%m-%d %H:%M:%S") + db.commit() + + @classmethod + def update_interaction_parameter(cls, + db: Session, + interaction_id: str, + parameter: InteractionParameter): + """ + update interaction parameter + + Args: + db (Session): db session + interaction_id (str): interaction id + parameter (InteractionParameter): parameter + + Returns: + None + """ + db_parameter = db.query(Parameter).filter( + Parameter.interaction_id == interaction_id, + Parameter.parameter_id == parameter.parameter_id).first() + + if db_parameter is None: + db.add(Parameter(**parameter.to_dict())) + db.commit() + + @classmethod + def is_running(cls, db: Session, user_id: str): + """ + check user is only running one interaction + + Args: + db (Session): db session + user_id (str): user id + + Returns: + bool: True or False + """ + interaction = db.query(Interaction).filter( + Interaction.user_id == user_id, + Interaction.status.in_(("running", "waiting"))).first() + return interaction is not None + + @classmethod + def get_parameter(cls, db: Session, interaction_id: str) -> list: + """ + get interaction running parameter + + Args: + db (Session): db session + interaction_id (str): interaction id + + Returns: + list: parameter list + """ + raws = db.query(Raw).filter( + Raw.interaction_id == interaction_id, + Raw.is_human.is_(True), + Raw.human_data.is_not(None)).order_by(Raw.step.asc()).all() + return [raw.human_data for raw in raws] + + @classmethod + def delete_interaction(cls, db: Session, interaction_id: str): + """ + delete interaction + + Args: + db (Session): db session + interaction_id (str): interaction id + + Returns: + None + + Raises: + XAgentError: interaction is not exist + """ + interaction = db.query(Interaction).filter( + Interaction.interaction_id == interaction_id).first() + if interaction is None: + raise XAgentError("interaction is not exist") + interaction.is_deleted = True + db.commit() + + @classmethod + def add_share(cls, db: Session, shared: SharedInteractionBase): + """add share interaction + + Args: + db (Session): db session + shared (SharedInteractionBase): shared interaction from community + """ + db.add(SharedInteraction(**shared.to_dict())) + + @classmethod + def insert_raw(cls, db: Session, process: XAgentRaw): + """ + insert an interaction process for recording + + Args: + db (Session): db session + process (XAgentRaw): interaction process + + Returns: + None + + Raises: + XAgentError: interaction is not exist + """ + interaction = db.query(Interaction).filter( + process.interaction_id == process.interaction_id).first() + exist_process = db.query(Raw).filter( + Raw.interaction_id == process.interaction_id, Raw.is_deleted.is_(False)).order_by(Raw.step.desc()).first() + if interaction is None: + raise XAgentError("interaction is not exist") + + if exist_process is not None: + process.step = exist_process.step + 1 + else: + process.step = 0 + + db.add(Raw(**process.to_dict())) + db.commit() + + @classmethod + def search_many_raws(cls, db: Session, interaction_id: str): + """search many raws + + Args: + db (Session): db session + interaction_id (str): interaction id + + Returns: + list[XAgentRaw]: interaction process list + """ + processes = db.query(Raw).filter( + Raw.interaction_id == interaction_id, Raw.is_deleted.is_(False)).order_by(Raw.step.asc()).all() + return processes + + @classmethod + def get_raw(cls, db: Session, interaction_id: str, node_id: str): + """ + get raw by interaction id and node id + """ + process = db.query(Raw).filter( + Raw.interaction_id == interaction_id, Raw.node_id == node_id, Raw.is_deleted.is_(False)).first() + return process + + @classmethod + def get_next_send(cls, db: Session, interaction_id: str): + """ + get next send process + + Args: + db (Session): db session + interaction_id (str): interaction id + + Returns: + XAgentRaw: interaction process + """ + processes = db.query(Raw).filter(Raw.interaction_id == interaction_id, + Raw.is_send.is_(False), + Raw.is_deleted.is_(False)).order_by(Raw.step.desc()).all() + return processes + + @classmethod + def update_send_flag(cls, db: Session, interaction_id: str, node_id: str): + """ + update send flag, if send success, update flag + if send flag is True, it means that the process has been sent + and no longer needs to be sent + + Args: + db (Session): db session + interaction_id (str): interaction id + node_id (str): node id + + Returns: + None + + Raises: + XAgentError: process is not exist + """ + process = db.query(Raw).filter( + Raw.interaction_id == interaction_id, Raw.node_id == node_id).first() + if process is None: + raise XAgentError("process is not exist") + process.is_send = True + process.update_time = datetime.now().strftime("%Y-%m-%d %H:%M:%S") + db.commit() + + @classmethod + def update_receive_flag(cls, db: Session, interaction_id: str, node_id: str): + """ + update receive flag, if receive success, update flag + if this flag is True, it means that the process has been received from human + + Args: + db (Session): db session + interaction_id (str): interaction id + node_id (str): node id + + Returns: + None + + Raises: + XAgentError: process is not exist + """ + process = db.query(Raw).filter( + Raw.interaction_id == interaction_id, Raw.node_id == node_id).first() + if process is None: + raise XAgentError("process is not exist") + process.is_receive = True + process.update_time = datetime.now().strftime("%Y-%m-%d %H:%M:%S") + db.commit() + + @classmethod + def update_human_data(cls, db: Session, interaction_id: str, node_id: str, human_data: dict): + """ + update human data + + Args: + db (Session): db session + interaction_id (str): interaction id + node_id (str): node id + human_data (dict): human data + + Returns: + None + + Raises: + XAgentError: process is not exist + """ + process = db.query(Raw).filter( + Raw.interaction_id == interaction_id, Raw.node_id == node_id, Raw.is_deleted.is_(False)).first() + if process is None: + raise XAgentError("process is not exist") + process.is_receive = True + process.is_human = True + process.human_data = human_data + db.commit() + + @classmethod + def insert_error(cls, db: Session, interaction_id: str, message: str): + """ + if interaction is failed, insert error message + this message will be displayed in the interaction list + + Args: + db (Session): db session + interaction_id (str): interaction id + message (str): error message + + Returns: + None + + Raises: + None + + """ + process = Raw( + node_id=uuid.uuid4().hex, + interaction_id=interaction_id, + current="", + step=0, + data=message, + file_list=[], + status=StatusEnum.FAILED, + create_time=datetime.now().strftime("%Y-%m-%d %H:%M:%S"), + update_time=datetime.now().strftime("%Y-%m-%d %H:%M:%S") + ) + db.add(process) + db.commit() + + @classmethod + def get_finish_status(cls, db: Session, interaction_id: str): + """ + get interaction finish status + + Args: + db (Session): db session + interaction_id (str): interaction id + + Returns: + Boolean: True or False + """ + process = db.query(Raw).filter( + Raw.interaction_id == interaction_id, + Raw.is_deleted.is_(False), + Raw.status == "finished").first() + return process is not None diff --git a/XAgentServer/database/interface/recorder.py b/XAgentServer/database/interface/recorder.py new file mode 100644 index 0000000..ef3aff7 --- /dev/null +++ b/XAgentServer/database/interface/recorder.py @@ -0,0 +1,99 @@ +"""DB Interface: Recorder""" +import abc + +from sqlalchemy.orm import Session + +from XAgentServer.database.models import RunningRecord +from XAgentServer.models.recorder import XAgentRunningRecord + + +class RecordDBInterface(metaclass=abc.ABCMeta): + """Recorder DB Interface + + Args: + RecorderBaseInterface (_type_): _description_ + metaclass (_type_, optional): _description_. Defaults to abc.ABCMeta. + """ + + @classmethod + def get_record_list(cls, db: Session, record_id: str) -> list[XAgentRunningRecord]: + """get all records + + Args: + db (Session): db + + Returns: + list[XAgentRunningRecord]: Recorder list + """ + records = db.query(RunningRecord).filter( + RunningRecord.record_id == record_id).all() + return [XAgentRunningRecord.from_db(Recorder) for Recorder in records] + + @classmethod + def get_record(cls, + db: Session, + record_id: str | None = None + ) -> XAgentRunningRecord | None: + """get Recorder by Recorder_id or email + + Args: + db (Session): db + Recorder_id (str | None, optional): Recorder id. Defaults to None. + email (str | None, optional): email. Defaults to None. + + Returns: + XAgentRunningRecord | None: Recorder, if Recorder is not exist, return None + """ + record = db.query(RunningRecord).filter(RunningRecord.record_id == record_id, + RunningRecord.deleted.is_(False)).first() + + return XAgentRunningRecord.from_db(record) if record else None + + @classmethod + def insert_record(cls, + db: Session, + record: XAgentRunningRecord): + """insert Recorder + + Args: + db (Session): db + record (XAgentRunningRecord): Recorder + """ + db_record = RunningRecord(**record.to_dict()) + db.add(db_record) + db.commit() + db.refresh(db_record) + return db_record + + @classmethod + def get_record_by_type(cls, + db: Session, + record_id: str, + node_id: str = "", + node_type: str = "") -> list[XAgentRunningRecord]: + """get Recorder by type + + Args: + db (Session): db + record_id (str): record id + node_id (str): node id + node_type (str): node type + + Returns: + list[XAgentRunningRecord]: Recorder list + """ + + filters = [RunningRecord.deleted.is_(False)] + + if record_id: + filters.append(RunningRecord.record_id == record_id) + + if node_id: + filters.append(RunningRecord.node_id == node_id) + + if node_type: + filters.append(RunningRecord.node_type == node_type) + + records = db.query(RunningRecord).filter(*filters).all() + + return [XAgentRunningRecord.from_db(Recorder) for Recorder in records] diff --git a/XAgentServer/database/interface/user.py b/XAgentServer/database/interface/user.py new file mode 100644 index 0000000..393489e --- /dev/null +++ b/XAgentServer/database/interface/user.py @@ -0,0 +1,160 @@ +"""DB Interface: User""" +import abc +from datetime import datetime +import uuid + +from sqlalchemy.orm import Session +from sqlalchemy.sql import func + +from XAgentServer.database.models import User +from XAgentServer.models.user import XAgentUser + + +class UserDBInterface(metaclass=abc.ABCMeta): + """User DB Interface + + Args: + UserBaseInterface (_type_): _description_ + metaclass (_type_, optional): _description_. Defaults to abc.ABCMeta. + """ + + @classmethod + def get_user_list(cls, db: Session) -> list[XAgentUser]: + """get all users + + Args: + db (Session): db + + Returns: + list[XAgentUser]: user list + """ + users = db.query(User).all() + return [XAgentUser.from_db(user) for user in users] + + @classmethod + def get_user(cls, + db: Session, + user_id: str | None = None, + email: str | None = None) -> XAgentUser | None: + """get user by user_id or email + + Args: + db (Session): db + user_id (str | None, optional): user id. Defaults to None. + email (str | None, optional): email. Defaults to None. + + Returns: + XAgentUser | None: user, if user is not exist, return None + """ + if email is not None: + user = db.query(User).filter(User.email == email, + User.deleted.is_(False)).first() + else: + user = db.query(User).filter( + User.user_id == user_id, User.deleted.is_(False)).first() + + return XAgentUser.from_db(user) if user else None + + @classmethod + def is_exist(cls, + db: Session, + user_id: str | None = None, + email: str | None = None): + """user is exist? + + Args: + db (Session): db session + user_id (str | None, optional): user id. Defaults to None. + email (str | None, optional): email. Defaults to None. + + Returns: + Boolean: True or False + """ + if not email and not user_id: + return False + if email: + user = db.query(User).filter(User.email == email, + User.deleted.is_(False)).first() + else: + user = db.query(User).filter( + User.user_id == user_id, User.deleted.is_(False)).first() + return user is not None + + @classmethod + def token_is_exist(cls, + db: Session, + user_id: str, + token: str | None = None): + """token is exist? + + Args: + db (Session): db session + user_id (str): user id + token (str | None, optional): token. Defaults to None. + + Returns: + Boolean: True or False + """ + if not token: + return False + + user = db.query(User).filter(User.user_id == user_id, + User.token == token, User.deleted.is_(False)).first() + return user is not None + + @classmethod + def user_is_valid(cls, db: Session, + user_id: str | None = None, + email: str | None = None, + token: str | None = None): + """ + user is valid? + + Args: + db (Session): db session + user_id (str | None, optional): user id. Defaults to None. + email (str | None, optional): email. Defaults to None. + token (str | None, optional): token. Defaults to None. + + Returns: + Boolean: True or False + """ + if email == "": + return False + user = db.query(User).filter(User.user_id == user_id, + User.token == token, User.deleted.is_(False)).first() + if user is None: + return False + if token is None: + if user.email == email and user.available: + return True + if user_id is not None: + if user.user_id == user_id and user.token == token and user.available: + return True + if email is not None: + if user.email == email and user.token == token and user.available: + return True + return False + + @classmethod + def add_user(cls, db: Session, user_dict: dict): + """ + add user + """ + db.add(User(**user_dict)) + db.commit() + + @classmethod + def update_user(cls, db: Session, user: XAgentUser): + """ + update user + """ + db_user = db.query(User).filter( + User.user_id == user.user_id, User.deleted.is_(False)).first() + + db_user.available = user.available + db_user.email = user.email + db_user.name = user.name + db_user.token = user.token + db_user.update_time = datetime.now().strftime("%Y-%m-%d %H:%M:%S") + db.commit() diff --git a/XAgentServer/database/lsi.py b/XAgentServer/database/lsi.py deleted file mode 100644 index bc304ea..0000000 --- a/XAgentServer/database/lsi.py +++ /dev/null @@ -1,584 +0,0 @@ -import copy -import json -import os -from datetime import datetime - -from sqlalchemy.orm import Session - -from XAgentServer.database import InteractionBaseInterface, UserBaseInterface -from XAgentServer.envs import XAgentServerEnv -from XAgentServer.interaction import InteractionParameter -from XAgentServer.models.interaction import InteractionBase -from XAgentServer.models.user import XAgentUser - - -class UserLocalStorageInterface(UserBaseInterface): - """ - Manage user data through local file storage, - serving as an interface for operations such as retrieving data, checking existence, adding, and updating. - """ - - def __init__(self, envs: XAgentServerEnv) -> None: - """ - Args: - envs (XAgentServerEnv): The environment configuration. - - Raises: - ValueError: if the database type is not "file". - ValueError: if the local storage does not support json file. - """ - if envs.DB.db_type != "file": - raise ValueError("UserLocalStorageInterface only support file db") - try: - self.db_url = envs.DB.db_url.get("users", "users/users.json") - except Exception as e: - raise ValueError( - "UserLocalStorageInterface only support json file") - self.envs = envs - self.user_list_cache = [] - self.init() - - def register_db(self, db: Session): - """ - Assign the database instance to the instance variable. - - Args: - db (Session): The database connectivity session needs to be registered. - - Returns: - None - """ - self.db = db - - def init(self): - """ - Create a local storage for users if it doesn't exist and cache all the user data. - - Returns: - None - """ - if not os.path.exists(os.path.dirname(self.db_url)): - os.makedirs(os.path.dirname(self.db_url)) - - # If user stored path doesn't exist, initialize the json file. - if not os.path.exists(self.db_url): - with open(self.db_url, "w", encoding="utf-8") as f: - if self.envs.default_login: - json.dump([{ - "user_id": "admin", - "email": "admin", - "token": "xagent-admin", - 'name': 'admin', - "available": True, - "create_time": datetime.now().strftime("%Y-%m-%d %H:%M:%S"), - "update_time": datetime.now().strftime("%Y-%m-%d %H:%M:%S"), - "corporation": "xagent", - "industry": "AI", - "position": "xagent", - "deleted": False - }], f, indent=2, ensure_ascii=False) - else: - json.dump([], f, indent=2, ensure_ascii=False) - - # Load and cache user data. - with open(self.db_url, "r", encoding="utf-8") as f: - self.user_list_cache = json.load(f) - - def get_user_list(self) -> list: - """ - Returns a list of user instances from the cached data. - - Returns: - list: A list of XAgentUser instances. - """ - users = [] - for user_dict in self.user_list_cache: - users.append(XAgentUser(**user_dict)) - - return users - - def get_user_dict_list(self): - """ - Returns the cached user data. - - Returns: - list: A list of dictionaries that each contain a user's information. - """ - return self.user_list_cache - - def get_user(self, user_id: str | None = None, email: str | None = None) -> XAgentUser | None: - """ - Retrieve a user instance by either the provided user_id or email. - Args: - user_id (str, optional): The user ID. - email (str, optional): The user's email. - - Returns: - `XAgentUser`: A user instance if find a match, else `None`. - """ - if not email and not user_id: - return None - user_list = self.get_user_list() - for user in user_list: - if user.email == email and not user.deleted: - return user - if user.user_id == user_id and not user.deleted: - return user - return None - - def user_is_exist(self, user_id: str | None = None, email: str | None = None): - """ - Check the existence of a user by its user_id or email. - - Args: - user_id (str, optional): The user ID. - email (str, optional): The user's email. - - Returns: - bool: True if the user exist, False otherwise. - """ - if not email and not user_id: - return False - - user_list = self.get_user_list() - - for user in user_list: - if user.email == email and not user.deleted: - return True - if user.user_id == user_id and not user.deleted: - return True - return False - - def token_is_exist(self, user_id: str, token: str | None = None): - """ - Verify a token associated with a user_id. - - Args: - user_id (str): The user ID. - token (str, optional): The token. - - Returns: - bool: True if the token is valid, False otherwise. - """ - if not token: - return False - - user_list = self.get_user_list() - - for user in user_list: - if user.user_id == user_id and user.token == token and not user.deleted: - return True - return False - - def user_is_valid(self, - user_id: str | None = None, - email: str | None = None, - token: str | None = None): - """ - Check the validity and availability of a user by user_id, email, and token. - - Args: - user_id (str, optional): The user ID. - email (str, optional): The user's email. - token (str, optional): The token. - - Returns: - bool: True if the user is valid, False otherwise. - """ - if email == "": - return False - user_list = self.get_user_list() - for user in user_list: - if token == None: - if user.email == email and user.available and not user.deleted: - return True - if user_id != None: - if user.user_id == user_id and user.token == token and user.available and not user.deleted: - return True - if email != None: - if user.email == email and user.token == token and user.available and not user.deleted: - return True - return False - - def add_user(self, user_dict: dict): - """ - Add a user to the local storage and update the cached data. - - Args: - user_dict (dict): A dictionary containing a user's information. - - Returns: - None - """ - self.user_list_cache.append(user_dict) - with open(self.db_url, "w", encoding="utf-8") as f: - json.dump(self.user_list_cache, f, indent=2, ensure_ascii=False) - - def update_user(self, user: XAgentUser): - """ - Update a user's availability in the local storage and cache. - - Args: - user (XAgentUser): A user instance. - - Returns: - None - """ - for i, user_dict in enumerate(self.user_list_cache): - if user.user_id == user_dict["user_id"]: - user_dict["available"] = user.available - - with open(self.db_url, "w", encoding="utf-8") as f: - json.dump(self.user_list_cache, f, indent=2, ensure_ascii=False) - - -class InteractionLocalStorageInterface(InteractionBaseInterface): - """ - Manage interactions through local file storage, - serving as an interface for operations such as retrieving data, checking existence, adding, and updating. - """ - - def __init__(self, envs: XAgentServerEnv) -> None: - """ - Args: - envs (XAgentServerEnv): The environment configuration. - - Raises: - ValueError: if the database type is not "file". - ValueError: if the local storage does not support json file. - """ - super().__init__(envs) - if envs.DB.db_type != "file": - raise ValueError( - "InteractionLocalStorageInterface only support file db") - try: - self.db_url = envs.DB.db_url.get( - "interactions", "XAgentServer/localstorage/records/interaction.json") - self.parameter_url = envs.DB.db_url.get( - "parameter", "XAgentServer/localstorage/records/parameter.json") - except Exception as e: - raise ValueError( - "InteractionLocalStorageInterface only support json file") - self.interaction_list_cache = [] - self.interaction_parameter_cache = [] - self.init() - - def register_db(self, db: Session): - """ - Assign the database instance to the instance variable. - - Args: - db (Session): The database connectivity session needs to be registered. - - Returns: - None - """ - self.db = db - - def init(self): - """ - Create local storages for interactions and interaction parameters if they don't exist - and cache all the interaction data and interaction parameter data. - - Returns: - None - """ - if not os.path.exists(os.path.dirname(self.db_url)): - os.makedirs(os.path.dirname(self.db_url)) - - if not os.path.exists(self.db_url): - with open(self.db_url, "w", encoding="utf-8") as f: - json.dump([], f, indent=2, ensure_ascii=False) - - if not os.path.exists(os.path.dirname(self.parameter_url)): - os.makedirs(os.path.dirname(self.parameter_url)) - - if not os.path.exists(self.parameter_url): - with open(self.parameter_url, "w", encoding="utf-8") as f: - json.dump({}, f, indent=2, ensure_ascii=False) - - with open(self.db_url, "r", encoding="utf-8") as f: - self.interaction_list_cache = json.load(f) - - with open(self.parameter_url, "r", encoding="utf-8") as f: - self.interaction_parameter_cache = json.load(f) - - def get_interaction_dict_list(self): - """ - Returns a deepcopy of the cached interaction data. - - Returns: - list: A list of dictionaries that each contains an interaction's information. - """ - interactions = copy.deepcopy(self.interaction_list_cache) - return interactions - - def get_interaction_list(self) -> list: - """ - Returns a deepcopy of the cached interaction data. - - Returns: - list: A list of dictionaries that each contains an interaction's information. - """ - interactions = copy.deepcopy(self.interaction_list_cache) - return interactions - - def get_interaction(self, interaction_id: str) -> InteractionBase | None: - """ - Retrieve an interaction by its interaction_id. - - Args: - interaction_id (str): The interaction ID. - - Returns: - `InteractionBase`: An interaction instance if there is a match, else `None`. - """ - interaction_list = self.get_interaction_list() - for interaction in interaction_list: - if interaction["interaction_id"] == interaction_id: - return InteractionBase(**interaction) - return None - - def create_interaction(self, base: InteractionBase): - """ - Add an interaction to the local storage and update the cached data. - - Args: - base (InteractionBase): An interaction instance. - - Returns: - None - """ - self.interaction_list_cache.append(base.to_dict()) - with open(self.db_url, "w", encoding="utf-8") as f: - json.dump(self.interaction_list_cache, f, - indent=2, ensure_ascii=False) - - def add_parameter(self, parameter: InteractionParameter = None): - """ - Add an interaction parameter to associated interaction and update the cached parameter data. - - Args: - parameter (InteractionParameter, optional): An interaction parameter instance. - - Returns: - None - """ - if parameter is not None: - interaction_ids = [ - k for k in self.interaction_parameter_cache.keys()] - if parameter.interaction_id not in interaction_ids: - self.interaction_parameter_cache[parameter.interaction_id] = [ - parameter.to_dict()] - else: - self.interaction_parameter_cache[parameter.interaction_id].append( - parameter.to_dict()) - - with open(self.parameter_url, "w", encoding="utf-8") as f: - json.dump(self.interaction_parameter_cache, - f, indent=2, ensure_ascii=False) - - def get_parameter(self, interaction_id: str) -> list[InteractionParameter]: - """ - Retrieve interaction parameters for an interaction. - - Args: - interaction_id (str): The interaction ID. - - Returns: - list: Returns a list of InteractionParameter instances if found, else an empty list. - """ - interaction_ids = [k for k in self.interaction_parameter_cache.keys()] - if interaction_id not in interaction_ids: - return [] - else: - return [InteractionParameter(**p) for p in self.interaction_parameter_cache[interaction_id]] - - def get_interaction_by_user_id(self, user_id: str, page_size: int = 10, page_num: int = 1) -> list[dict]: - """ - Retrieve interactions for a user with pagination. - - Args: - user_id (str): The user ID. - page_size (int, optional): The maximum number of interactions per page.Default is 10. - page_num (int, optional): The page number. Default is 1. - - Returns: - dict: A dictionary containing the total numbers of interaction and the interactions of each page. - """ - _data = [] - interaction_list = self.get_interaction_list() - user_interaction_list = [interaction for interaction in interaction_list if interaction["user_id"] == user_id and not interaction["is_deleted"]] - total = len(user_interaction_list) - user_interaction_list = user_interaction_list[::-1] - user_interaction_list = user_interaction_list[( - page_num-1)*page_size:page_num*page_size] - - for i, interaction in enumerate(user_interaction_list): - parameter = [{**p.args} if isinstance(p.args, dict) else p.args for p in self.get_parameter(interaction["interaction_id"])] - interaction["parameters"] = parameter - _data.append(interaction) - return { - "total": total, - "rows": user_interaction_list - } - - def get_interaction_by_interaction_id(self, interaction_id: str) -> InteractionBase | None: - """ - Retrieve an interaction by its interaction_id. - - Args: - interaction_id (str): The interaction ID. - - Returns: - `InteractionBase`: An interaction instance if there is a match, else `None`. - """ - interaction_list = self.get_interaction_list() - for interaction in interaction_list: - if interaction["interaction_id"] == interaction_id: - return interaction - return None - - def interaction_is_exist(self, interaction_id: str) -> bool: - """ - Check if an interaction does exist by its interaction_id. - - Args: - interaction_id (str): The interaction ID. - - Returns: - bool: True if the interaction exists, else False. - """ - interaction_list = self.get_interaction_list() - for interaction in interaction_list: - if interaction["interaction_id"] == interaction_id and not interaction["is_deleted"]: - return True - return False - - def update_interaction(self, base_data: dict): - """ - Update an interaction's information in the local storage and cached data. - - Args: - base_data (dict): A dictionary containing the interaction's updated data. The interaction IDmust be included in the dictionary. - - Raises: - ValueError: If the interaction_id is not in `base_data`. - - Returns: - None - """ - if "interaction_id" not in base_data.keys(): - raise ValueError("interaction_id must be in base_data") - for i, interaction_dict in enumerate(self.interaction_list_cache): - if interaction_dict["interaction_id"] == base_data["interaction_id"]: - for k, v in base_data.items(): - if k == "interaction_id": - continue - self.interaction_list_cache[i][k] = v - break - - with open(self.db_url, "w", encoding="utf-8") as f: - json.dump(self.interaction_list_cache, f, - indent=2, ensure_ascii=False) - - def update_interaction_status(self, interaction_id: str, status: str, message: str, current_step: int): - """ - Update an interaction's status, message, current step in the local storage and cached data. - - Args: - interaction_id (str): The interaction ID. - status (str): The updated status. - message (str): The updated message. - current_step (int): The updated current step. - - Returns: - None - """ - for i, interaction_dict in enumerate(self.interaction_list_cache): - if interaction_dict["interaction_id"] == interaction_id: - self.interaction_list_cache[i]["status"] = status - self.interaction_list_cache[i]["message"] = message - self.interaction_list_cache[i]["current_step"] = current_step - self.interaction_list_cache[i]["update_time"] = datetime.now().strftime( - "%Y-%m-%d %H:%M:%S") - break - - with open(self.db_url, "w", encoding="utf-8") as f: - json.dump(self.interaction_list_cache, f, - indent=2, ensure_ascii=False) - - def update_interaction_parameter(self, interaction_id: str, parameter: InteractionParameter): - """ - Update the interaction parameters for an interaction. - - Args: - interaction_id (str): The interaction ID. - parameter (InteractionParameter): The interaction parameter to be added. - - Returns: - None - """ - interaction_ids = [k for k in self.interaction_parameter_cache.keys()] - if interaction_id not in interaction_ids: - self.interaction_parameter_cache[interaction_id] = [ - parameter.to_dict()] - else: - self.interaction_parameter_cache[interaction_id].append( - parameter.to_dict()) - - with open(self.parameter_url, "w", encoding="utf-8") as f: - json.dump(self.interaction_parameter_cache, - f, indent=2, ensure_ascii=False) - - def is_running(self, user_id: str): - """ - Check if there is any running or waiting interaction associated with a user. - - Args: - user_id (str): The user ID. - - Returns: - bool: True if there is any running or waiting interaction, False otherwise. - """ - interaction_list = self.get_interaction_list() - for interaction in interaction_list: - if interaction["user_id"] == user_id and interaction["status"] in ["running", "waiting"] and not interaction["is_deleted"]: - return True - return False - - def delete_interaction(self, interaction_id: str): - """ - Delete an interaction in the local storage and cached data by marking its `is_deleted` attribute as True. - - Args: - interaction_id (str): The interaction ID. - - Returns: - None - """ - interaction_list = self.get_interaction_list() - for i, interaction_dict in enumerate(interaction_list): - if interaction_dict["interaction_id"] == interaction_id: - self.interaction_list_cache[i]["is_deleted"] = True - break - - with open(self.db_url, "w", encoding="utf-8") as f: - json.dump(self.interaction_list_cache, f, - indent=2, ensure_ascii=False) - - def get_shared_interaction(self, interaction_id: str) -> InteractionBase | None: - """ - Retrieve a shared interaction by its interaction_id. - - Args: - interaction_id (str): The interaction ID. - - Returns: - `InteractionBase`: An interaction instance if there is a match, else `None`. - """ - interaction_list = self.get_interaction_list() - for interaction in interaction_list: - if interaction["interaction_id"] == interaction_id: - return InteractionBase(**interaction) - return None \ No newline at end of file diff --git a/XAgentServer/database/models.py b/XAgentServer/database/models.py index 3ab0a99..10854a0 100644 --- a/XAgentServer/database/models.py +++ b/XAgentServer/database/models.py @@ -1,31 +1,10 @@ -from sqlalchemy import JSON, Boolean, Column, ForeignKey, Integer, String, Text -from sqlalchemy.ext.declarative import declarative_base -from sqlalchemy.orm import relationship - - -Base = declarative_base() +"""SQLAlchemy models for XAgentServer""" +from sqlalchemy import JSON, Boolean, Column, Integer, String, Text +from XAgentServer.database.connect import Base class User(Base): - """ - This class defines the structure of the 'users' table in the database. - It contains all attributes and methods related to a User object. - - Attributes: - id (Integer): Holds the the identifier of the User. - user_id (String): Holds the unique user ID. - email (String): Holds the user's email address. - name (String): Holds the user's name. - token (String): Holds the user's token. - available (Boolean): Holds the availability status of the user. - deleted (Boolean): Holds the deletion status of the user. - corporation (Text): Holds the name of the company or corporation the user belongs to. - industry (Text): Holds the industry the user operates in. - position (String): Holds the position of the user at the corporation. - create_time (String): Holds the creation time of the user. - update_time (String): Holds the last update time of the user. - """ - + """XAgent Users""" __tablename__="users" id=Column(Integer,primary_key=True,index=True) @@ -34,6 +13,7 @@ class User(Base): name = Column(String(255)) token = Column(String(255)) available = Column(Boolean, default=True) + is_beta = Column(Boolean, default=False) deleted = Column(Boolean, default=False) corporation = Column(Text) industry = Column(Text) @@ -43,27 +23,7 @@ class User(Base): class Interaction(Base): - """ - Represents the structure of the 'interactions' table in the database, - and defines the attributes and behaviors of an Interaction object. - - Attributes: - id (Integer): Holds the the unique identifier of the Interaction. - interaction_id (String): Holds the interaction ID. - user_id (String): Holds the user ID involved in the interaction. - create_time (String): Holds the creation time of the interaction. - update_time (String): Indicates when the interaction was last updated. - description (String): Brief explanation of the interaction. - agent (String): Agent's name involved in the interaction. - mode (String): Modality of the interaction. - recorder_root_dir (Text): Root directory for saving interaction records. - file_list (JSON): List of files related to the interaction. - status (String): Status of the interaction. - message (Text): messages involved in the interaction. - current_step (String): Step where the interaction is currently at. - is_deleted (Boolean): Indicates if the interaction has been deleted. - """ - + """XAgent Interactions""" __tablename__ = "interactions" id = Column(Integer, primary_key=True, index=True) @@ -80,19 +40,11 @@ class Interaction(Base): message = Column(Text) current_step = Column(String(255)) is_deleted = Column(Boolean, default=False) + call_method = Column(String(255), default="web") class Parameter(Base): - """ - This class represents the structure of the 'interaction_parameters' table in the database. - It defines the attributes and behaviors of a Parameter object. - - Attributes: - id (Integer): Unique identifier of the Parameter. - interaction_id (String): ID of the interaction to which the parameter belongs. - parameter_id (String): ID of the parameter. - args (JSON): Holds the parameter arguments. - """ + """XAgent Parameters""" __tablename__ = "interaction_parameters" id = Column(Integer, primary_key=True, index=True) @@ -102,24 +54,7 @@ class Parameter(Base): class SharedInteraction(Base): - """ - Represents the structure of the 'shared_interactions' table in the database. - Models the attributes and behaviors of a SharedInteraction object. - - Attributes: - id (Integer): Unique identifier for the shared interaction. - interaction_id (String): ID of the interaction being shared. - user_name (String): Name of the user who shared the interaction. - create_time (String): Creation time of the shared interaction. - update_time (String): When the shared interaction was last updated. - description (String): Short explanation about the shared interaction. - agent (String): Agent involved in the shared interaction. - mode (String): Mode of the shared interaction. - is_deleted (Boolean): Indicates if the shared interaction has been deleted. - star (Integer): Star rating given to the shared interaction. Default is 0. - record_dir (Text): Directory where records for the shared interaction are held. - """ - + """Commnunity Shared Interactions""" __tablename__ = "shared_interactions" id = Column(Integer, primary_key=True, index=True) @@ -132,4 +67,90 @@ class SharedInteraction(Base): mode = Column(String(255)) is_deleted = Column(Boolean, default=False) star = Column(Integer, default=0) - record_dir = Column(Text) \ No newline at end of file + is_audit = Column(Boolean, default=False) + + +class Raw(Base): + """Raw Data""" + __tablename__ = "raw" + # id/id + id = Column(Integer, primary_key=True, index=True) + # node_id + node_id = Column(String(255)) + # 交互id/interaction_id + interaction_id = Column(String(255)) + # 当前节点/current + current = Column(String(128)) + # step/step + step = Column(Integer, default=0) + # 数据/agent data + data = Column(JSON) + # workspace文件列表/workspace file list + file_list = Column(JSON) + # 状态/status + status = Column(String(20)) + # 是否中断/interrupt or not + do_interrupt = Column(Boolean, default=False) + # 已等待时间/wait seconds + wait_seconds = Column(Integer, default=0) + # 是否需要人工干预/ask for human help or not + ask_for_human_help = Column(Boolean, default=False) + # 创建时间/create time + create_time = Column(String(255)) + # 更新时间/update time + update_time = Column(String(255)) + # 是否删除/is deleted or not + is_deleted = Column(Boolean, default=False) + # 是否人工已经输入/has human input or not + is_human = Column(Boolean, default=False) + # 人工输入数据/human data + human_data = Column(JSON) + # 人工文件列表/agent file list + human_file_list = Column(JSON) + # 是否推送前端/has send to frontend or not + is_send = Column(Boolean, default=False) + # 是否接收前端消息/has receive message from frontend or not + is_receive = Column(Boolean, default=False) + # 是否包含png/has png or not + include_pictures = Column(Boolean, default=False) + + +class RunningRecord(Base): + """Running Record""" + __tablename__ = "running_record" + # id/id + id = Column(Integer, primary_key=True, index=True) + # record_id/record_id + record_id = Column(String(255)) + # 当前节点/current + current = Column(String(255)) + # 节点id/node_id + node_id = Column(String(255)) + # 节点类型/node_type, options: [now_subtask_id, llm_input_pair, tool_server_pair, query, config] + node_type = Column(String(255)) + # data/agent data + data = Column(JSON) + # 创建时间/create time + create_time = Column(String(255)) + # 更新时间/update time + update_time = Column(String(255)) + # 是否删除/is deleted or not + is_deleted = Column(Boolean, default=False) + + def create_mysql_table_sql(self): + """create mysql table""" + return """ + CREATE TABLE IF NOT EXISTS `running_record` ( + `id` int(11) NOT NULL AUTO_INCREMENT, + `record_id` varchar(255) NOT NULL, + `interaction_id` varchar(255) NOT NULL, + `current` varchar(255) NOT NULL, + `node_id` varchar(255) NOT NULL, + `node_type` varchar(255) NOT NULL, + `data` json DEFAULT NULL, + `create_time` varchar(255) NOT NULL, + `update_time` varchar(255) NOT NULL, + PRIMARY KEY (`id`) + ) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4;""" + + \ No newline at end of file diff --git a/XAgentServer/database/sql/create_mysql_table.sql b/XAgentServer/database/sql/create_mysql_table.sql index af78710..a2930db 100644 --- a/XAgentServer/database/sql/create_mysql_table.sql +++ b/XAgentServer/database/sql/create_mysql_table.sql @@ -1,6 +1,27 @@ +/* + Navicat Premium Data Transfer + + Source Server : localhost + Source Server Type : MySQL + Source Server Version : 80028 + Source Host : localhost + Source Schema : xagent-dev + + Target Server Type : MySQL + Target Server Version : 80028 + File Encoding : 65001 + + Date: 17/11/2023 10:54:36 +*/ + SET NAMES utf8mb4; SET FOREIGN_KEY_CHECKS = 0; +DROP DATABASE IF EXISTS `xagent`; +CREATE DATABASE IF NOT EXISTS `xagent`; + +USE `xagent`; + -- ---------------------------- -- Table structure for interaction_parameters -- ---------------------------- @@ -11,7 +32,7 @@ CREATE TABLE `interaction_parameters` ( `parameter_id` varchar(255) CHARACTER SET utf8 COLLATE utf8_general_ci NOT NULL COMMENT '参数ID', `args` json NULL COMMENT '参数', PRIMARY KEY (`id`) USING BTREE -) ENGINE = InnoDB AUTO_INCREMENT = 88 CHARACTER SET = utf8 COLLATE = utf8_general_ci ROW_FORMAT = Dynamic; +) ENGINE = InnoDB AUTO_INCREMENT = 480 CHARACTER SET = utf8 COLLATE = utf8_general_ci ROW_FORMAT = DYNAMIC; -- ---------------------------- -- Table structure for interactions @@ -32,8 +53,56 @@ CREATE TABLE `interactions` ( `message` text CHARACTER SET utf8 COLLATE utf8_general_ci NULL COMMENT '消息', `current_step` varchar(255) CHARACTER SET utf8 COLLATE utf8_general_ci NULL DEFAULT NULL COMMENT '当前步骤', `is_deleted` tinyint(1) NULL DEFAULT 0 COMMENT '是否删除', + `call_method` varchar(255) CHARACTER SET utf8 COLLATE utf8_general_ci NOT NULL DEFAULT 'web' COMMENT '调用方式：web: 页面， command: 命令行， recorder: recorder', PRIMARY KEY (`id`) USING BTREE -) ENGINE = InnoDB AUTO_INCREMENT = 92 CHARACTER SET = utf8 COLLATE = utf8_general_ci ROW_FORMAT = Dynamic; +) ENGINE = InnoDB AUTO_INCREMENT = 468 CHARACTER SET = utf8 COLLATE = utf8_general_ci ROW_FORMAT = DYNAMIC; + +-- ---------------------------- +-- Table structure for raw +-- ---------------------------- +DROP TABLE IF EXISTS `raw`; +CREATE TABLE `raw` ( + `id` int NOT NULL AUTO_INCREMENT COMMENT '主键', + `node_id` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NOT NULL COMMENT '节点id', + `interaction_id` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NOT NULL COMMENT '交互id', + `current` varchar(128) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT NULL COMMENT '当前节点', + `step` int NULL DEFAULT 0 COMMENT '步骤', + `data` json NULL COMMENT '数据', + `file_list` json NULL COMMENT 'workspace文件列表', + `status` varchar(20) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT 'running' COMMENT '状态', + `do_interrupt` tinyint(1) NULL DEFAULT 0 COMMENT '是否中断', + `wait_seconds` int NULL DEFAULT 0 COMMENT '已等待时间', + `ask_for_human_help` tinyint(1) NULL DEFAULT 0 COMMENT '是否需要人工干预', + `create_time` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT NULL COMMENT '创建时间', + `update_time` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT NULL COMMENT '更新时间', + `is_deleted` tinyint(1) NULL DEFAULT 0 COMMENT '是否删除', + `is_human` tinyint(1) NULL DEFAULT 0 COMMENT '是否人工已经输入', + `human_data` json NULL COMMENT '人工输入数据', + `human_file_list` json NULL COMMENT '人工文件列表', + `is_send` tinyint(1) NOT NULL DEFAULT 0 COMMENT '是否推送前端消息, 0:未推送, 1:已推送', + `is_receive` tinyint(1) NOT NULL DEFAULT 0 COMMENT '是否接收前端消息, 0:未接收, 1:已接收', + `include_pictures` tinyint(1) NOT NULL DEFAULT 0 COMMENT '是否包含png', + PRIMARY KEY (`id`) USING BTREE, + UNIQUE INDEX `node_id`(`node_id` ASC) USING BTREE, + INDEX `interaction_id`(`interaction_id` ASC) USING BTREE +) ENGINE = InnoDB AUTO_INCREMENT = 1784 CHARACTER SET = utf8mb4 COLLATE = utf8mb4_0900_ai_ci COMMENT = '交互过程' ROW_FORMAT = Dynamic; + +-- ---------------------------- +-- Table structure for running_record +-- ---------------------------- +DROP TABLE IF EXISTS `running_record`; +CREATE TABLE `running_record` ( + `id` int NOT NULL AUTO_INCREMENT, + `record_id` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NOT NULL, + `current` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT NULL, + `node_id` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT NULL, + `node_type` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT NULL, + `data` json NULL, + `create_time` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT NULL, + `update_time` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT NULL, + `is_deleted` tinyint(1) NOT NULL DEFAULT 0, + PRIMARY KEY (`id`) USING BTREE +) ENGINE = InnoDB AUTO_INCREMENT = 2560 CHARACTER SET = utf8mb4 COLLATE = utf8mb4_0900_ai_ci ROW_FORMAT = Dynamic; -- ---------------------------- -- Table structure for shared_interactions @@ -51,8 +120,9 @@ CREATE TABLE `shared_interactions` ( `is_deleted` tinyint(1) NOT NULL DEFAULT 0 COMMENT '是否删除', `star` int NOT NULL DEFAULT 0 COMMENT '星级', `record_dir` text CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL COMMENT '记录路径', + `is_audit` tinyint(1) NOT NULL DEFAULT 0 COMMENT '是否通过审核', PRIMARY KEY (`id`) USING BTREE -) ENGINE = InnoDB AUTO_INCREMENT = 50 CHARACTER SET = utf8mb4 COLLATE = utf8mb4_0900_ai_ci ROW_FORMAT = Dynamic; +) ENGINE = InnoDB AUTO_INCREMENT = 55 CHARACTER SET = utf8mb4 COLLATE = utf8mb4_0900_ai_ci ROW_FORMAT = DYNAMIC; -- ---------------------------- -- Table structure for users @@ -71,9 +141,12 @@ CREATE TABLE `users` ( `create_time` varchar(255) CHARACTER SET utf8 COLLATE utf8_general_ci NULL DEFAULT NULL COMMENT '创建时间', `update_time` varchar(255) CHARACTER SET utf8 COLLATE utf8_general_ci NULL DEFAULT NULL COMMENT '更新时间', `deleted` tinyint(1) NULL DEFAULT NULL COMMENT '删除标识', + `is_beta` tinyint(1) NULL DEFAULT 0 COMMENT '是否内测用户', PRIMARY KEY (`id`) USING BTREE, UNIQUE INDEX `user_id`(`user_id` ASC) USING BTREE, UNIQUE INDEX `email`(`email` ASC) USING BTREE -) ENGINE = InnoDB AUTO_INCREMENT = 152 CHARACTER SET = utf8 COLLATE = utf8_general_ci ROW_FORMAT = Dynamic; +) ENGINE = InnoDB AUTO_INCREMENT = 284 CHARACTER SET = utf8 COLLATE = utf8_general_ci ROW_FORMAT = DYNAMIC; + +INSERT INTO xagent.users (user_id, email, name, token, available, corporation, industry, position, create_time, update_time, deleted, is_beta) VALUES ('guest', 'Guest', 'guest', 'xagent', 1, 'xagent', 'AI', 'NLP', '', '', 0, 1); SET FOREIGN_KEY_CHECKS = 1; diff --git a/XAgentServer/enums/recorder_type.py b/XAgentServer/enums/recorder_type.py new file mode 100644 index 0000000..2f9c281 --- /dev/null +++ b/XAgentServer/enums/recorder_type.py @@ -0,0 +1,21 @@ +"""XAgent Running Recorder Type Enum""" + + +class RecorderTypeEnum: + """XAgent Running Recorder Type Enum + """ + QUERY = "query" + CONFIG = "config" + LLM_INPUT_PAIR = "llm_input_pair" + TOOL_SERVER_PAIR = "tool_server_pair" + NOW_SUBTASK_ID = "now_subtask_id" + TOOL_CALL = "tool_call" + PLAN_REFINE = "plan_refine" + LLM_SERVER_CACHE = "llm_server_cache" + TOOL_SERVER_CACHE = "tool_server_cache" + TOOL_CALL_CACHE = "tool_call_cache" + PLAN_REFINE_CACHE = "plan_refine_cache" + LLM_INTERFACE_ID = "llm_interface_id" + TOOL_SERVER_INTERFACE_ID = "toolserver_interface_id" + TOOL_CALL_ID = "tool_call_id" + \ No newline at end of file diff --git a/XAgentServer/enums/status.py b/XAgentServer/enums/status.py new file mode 100644 index 0000000..9cf0b52 --- /dev/null +++ b/XAgentServer/enums/status.py @@ -0,0 +1,17 @@ +"""XAgent Status Enum""" + + +class StatusEnum: + """XAgent Status Enum + """ + START = "start" + SUBTASK = "subtask" + REFINEMENT = "refinement" + INNER = "inner" + FINISHED = "finished" + FAILED = "failed" + SUBMIT = "subtask_submit" + RUNNING = "running" + ASK_FOR_HUMAN_HELP = "ask_for_human_help" + CLOSED = "closed" + \ No newline at end of file diff --git a/XAgentServer/envs.py b/XAgentServer/envs.py deleted file mode 100644 index f997576..0000000 --- a/XAgentServer/envs.py +++ /dev/null @@ -1,132 +0,0 @@ -import os - -from dotenv import find_dotenv, load_dotenv - -load_dotenv(find_dotenv('.env')) - - - -class XAgentServerEnv: - """ - XAgentServer environment variables. The change of these environment variables need to re-start the XAgentServer. - - Attributes: - app (str): App's entry point. - prod (bool): When True, it implies that it's a production environment. - base_dir (str): XAgentServer's working directory. - use_redis (bool): When True, Redis will be used for caching. - recorder_root_dir (str): Directory where running logs will be stored. - default_login (bool): When True, the default user admin is allowed to login using the token xagent-admin. - check_running (bool): When set to True, the XAgentServer checks if interactions are already running in - another XAgentServer instance. - host (str): IP address where the XAgentServer hosts its services. - port (int): Port number where the XAgentServer hosts its services. - debug (bool): When True, the XAgentServer will run in debugging mode. - reload (bool): When True, the XAgentServer will reload modules for every request. - workers (int): Number of concurrent workers for the XAgentServer. - """ - - app = "app:app" - prod: bool = os.getenv("PROD", "False").lower() == "true" - base_dir = "XAgentServer" - use_redis: bool = False - recorder_root_dir = "running_records" - # you can set default_login with True to use the default user "admin" with token "xagent-admin" to login, - default_login: bool = True - # the parameter check_running is used to check whether the interaction is running, - # if you want to connect more than one XAgentServer, you can set check_running to True, - # in which case the XAgentServer will check whether the interaction is running in other XAgentServer - check_running: bool = False - host = "0.0.0.0" - port = 8090 - debug = True - reload = True - workers = 1 - - class DB: - """ - DataBase configurations for XAgentServer. - - Attributes: - use_db (bool): When True, the database will be used for persistent storage. - db_type (str): Type of the database to be used. It can be one of file, sqlite, mysql, postgresql. - db_url (str or dict): Database URL for connection. The content varies according to the db_type. - """ - use_db = False - # Optional["file", "sqlite", "mysql", "postgresql"] - db_type = "file" - if db_type == "file": - # if you want to use file to store data, you can set db_url to {"users": "path/to/users.json", "interactions": "path/to/interaction.json", "parameter": "path/to/parameter.json"} - db_url = { - "users": "XAgentServer/localstorage/users/users.json", - "interactions": "XAgentServer/localstorage/records/interaction.json", - "parameter": "XAgentServer/localstorage/records/parameter.json", - } - else: - if db_type == "sqlite": - # if you want to use sqlite to store data, you can set db_url to "sqlite://{}", in which {} is the absolute path of the sqlite file - db_url = "sqlite://" - if db_type == "mysql": - # if you want to use mysql to store data, you can set db_url to "mysql+pymysql://{}:{}@{}:{}/{}, in which {} is {db_user, db_password, db_host, db_port, db_name} - db_url = "mysql+pymysql://" - if db_type == "postgresql": - # if you want to use postgresql to store data, you can set db_url to "postgresql://{}:{}@{}:{}/{}" - db_url = "" - - class Redis: - """ - Redis configurations for XAgentServer. - - Attributes: - use_redis (bool): When True, Redis is used for caching. - redis_url (str): URL of the Redis Server. - redis_host (str): Hostname of the Redis Server. - redis_port (int): Port number at which the Redis Server is hosted. - redis_db (int): The database to connect to on the Redis Server. - redis_password (str): The password to authenticate the connection to the Redis database. - """ - use_redis = False - redis_url = "redis://localhost" - redis_host = "localhost" - redis_port = 6379 - redis_db = 0 - redis_password = None - - # if you want to use email to send message, you can set send_email to True and set email_host, email_port, email_user, email_password, auth_server - class Email: - """ - Email configurations for XAgentServer. - - Attributes: - send_email (bool): When True, the Email service can be used for sending messages. - email_host (str): The hostname of the email server. - email_port (int): The port number of the email server. - email_user (str): The username for the email server - email_password (str): The password to authenticate the user on the email server. - auth_server (str): The authorization server for the email server. - """ - send_email = False - email_host = "" - email_port = 465 - email_user = "" - email_password = "" - auth_server = "" - - # if you want to use upload function, you can set upload_dir to the path of the upload directory and set upload_allowed_types to the allowed types - class Upload: - """ - Upload configurations for XAgentServer. - - Attributes: - upload_dir (str): Directory where the files will be uploaded. - upload_allowed_types (list): List of allowed MIME types for upload. - """ - upload_dir = "XAgentServer/localstorage/upload" - if not os.path.exists(upload_dir): - os.makedirs(upload_dir) - upload_allowed_types = ["image/png", "image/jpeg", "image/gif", "text/plain", - "application/msword", "pdf", "txt", "pptx", "xlsx", "doc", "ppt", "xls"] - - -if os.path.exists("XAgentServer/prod_server_envs.py") and XAgentServerEnv.prod: - from XAgentServer.prod_server_envs import XAgentServerEnv \ No newline at end of file diff --git a/XAgentServer/exts/exception_ext.py b/XAgentServer/exts/exception_ext.py new file mode 100644 index 0000000..01fe251 --- /dev/null +++ b/XAgentServer/exts/exception_ext.py @@ -0,0 +1,210 @@ +"""Exception definitions for XAgentServer""" + + +class XAgentError(Exception): + """Base class for exceptions in this module.""" + def __init__(self, message="XAgent Error!"): + self.message = message + super().__init__(self.message) + + +class XAgentTimeoutError(XAgentError): + """Exception raised for errors in the input. + + Attributes: + message -- explanation of the error + """ + + def __init__(self, message="XAgentTimeout!"): + self.message = message + super().__init__(self.message) + + +class XAgentCloseError(XAgentError): + """Exception raised for errors in the input. + + Attributes: + message -- explanation of the error + """ + + def __init__(self, message="XAgentClose!"): + self.message = message + super().__init__(self.message) + +class XAgentWebSocketError(XAgentError): + """Exception raised for errors in the input. + + Attributes: + message -- explanation of the error + """ + + def __init__(self, message="XAgentWebSocket Error!"): + self.message = message + super().__init__(self.message) + +class XAgentWebSocketTimeoutError(XAgentWebSocketError): + """Exception raised for errors in the input. + + Attributes: + message -- explanation of the error + """ + + def __init__(self, message="XAgentWebSocket Timeout!"): + self.message = message + super().__init__(self.message) + + +class XAgentWebSocketDisconnectError(XAgentWebSocketError): + """Exception raised for errors in the input. + + Attributes: + message -- explanation of the error + """ + + def __init__(self, message="XAgentWebSocket Disconnect!"): + self.message = message + super().__init__(self.message) + + +class XAgentWebSocketConnectError(XAgentWebSocketError): + """Exception raised for errors in the input. + + Attributes: + message -- explanation of the error + """ + + def __init__(self, message="XAgentWebSocket Connect Error!"): + self.message = message + super().__init__(self.message) + + +class XAgentWebSocketCloseError(XAgentWebSocketError): + """Exception raised for errors in the input. + + Attributes: + message -- explanation of the error + """ + + def __init__(self, message="XAgentWebSocket Close!"): + self.message = message + super().__init__(self.message) + + +class XAgentWebSocketSendError(XAgentWebSocketError): + """Exception raised for errors in the input. + + Attributes: + message -- explanation of the error + """ + + def __init__(self, message="XAgentWebSocket Send Error!"): + self.message = message + super().__init__(self.message) + + +class XAgentWebSocketReceiveError(XAgentWebSocketError): + """Exception raised for errors in the input. + + Attributes: + message -- explanation of the error + """ + + def __init__(self, message="XAgentWebSocket Receive Error!"): + self.message = message + super().__init__(self.message) + + +class XAgentFileError(XAgentError): + """Exception raised for errors in the input. + + Attributes: + message -- explanation of the error + """ + + def __init__(self, message="XAgent File Error!"): + self.message = message + super().__init__(self.message) + + +class XAgentDownloadFileError(XAgentFileError): + """Exception raised for errors in the input. + + Attributes: + message -- explanation of the error + """ + + def __init__(self, message="Download File Error!"): + self.message = message + super().__init__(self.message) + + +class XAgentWorkspaceFileError(XAgentFileError): + """Exception raised for errors in the input. + + Attributes: + message -- explanation of the error + """ + + def __init__(self, message="XAgent Workspace File Error!"): + self.message = message + super().__init__(self.message) + + +class XAgentUploadFileError(XAgentFileError): + """Exception raised for errors in the input. + + Attributes: + message -- explanation of the error + """ + + def __init__(self, message="XAgent Workspace Upload File Error!"): + self.message = message + super().__init__(self.message) + + +class XAgentDBError(XAgentError): + """Exception raised because of DB error + + Attributes: + message -- explanation of the error + """ + + def __init__(self, message="XAgent DB Error!"): + self.message = message + super().__init__(self.message) + + +class XAgentAuthError(XAgentError): + """Exception raised because of auth error + + Attributes: + message -- explanation of the error + """ + + def __init__(self, message="XAgent Auth Error!"): + self.message = message + super().__init__(self.message) + + +class XAgentRunningError(XAgentError): + """Exception raised because of Running error + + Attributes: + message -- explanation of the error + """ + + def __init__(self, message="XAgent Running Error!"): + self.message = message + super().__init__(self.message) + + +class XAgentWebError(XAgentError): + """Exception raised because of Running error + + Attributes: + message -- explanation of the error + """ + + def __init__(self, message="XAgent WEB Error!"): + self.message = message + super().__init__(self.message) diff --git a/XAgentServer/exts/mail_ext.py b/XAgentServer/exts/mail_ext.py index 6359653..112a041 100644 --- a/XAgentServer/exts/mail_ext.py +++ b/XAgentServer/exts/mail_ext.py @@ -1,23 +1,8 @@ -from XAgentServer.envs import XAgentServerEnv +"""XAgent Email Extension""" +from XAgentServer.application.core.envs import XAgentServerEnv def email_content(user): - """Generates the email content in HTML format to be sent to the user after signing up. - - This function creates a welcome message containing user's account information like their email, - token and a link to activate their account. - - Args: - user (dict): A dictionary containing user's information. The dictionary must contain the keys - 'name', 'email', 'token', and 'user_id'. - - Returns: - str: A string representing the email content in HTML format. - - Examples: - >>> user = {'name': 'John Doe', 'email': 'john.doe@example.com', 'token': 'XYZ123', 'user_id': '12345'} - >>> print(email_content(user)) - """ html_body = f"""
@@ -29,10 +14,9 @@ def email_content(user):

Token: {user["token"]}

Next is an activation link. You need to click on this link to activate your account. After that, you will be able to use XAgent happily:{XAgentServerEnv.Email.auth_server}/auth?user_id={user["user_id"]}&token={user["token"]}! This Verification link will expire in 7 days.

-

If you have any questions, please contact us at yourxagent@gmail.com .

Best wishes!

XAgent Team

""" - return html_body \ No newline at end of file + return html_body diff --git a/XAgentServer/exts/redis_ext.py b/XAgentServer/exts/redis_ext.py new file mode 100644 index 0000000..4c9a84e --- /dev/null +++ b/XAgentServer/exts/redis_ext.py @@ -0,0 +1,135 @@ +"""XAgent Redis Client""" +from redis import Redis + +from XAgentServer.application.core.envs import XAgentServerEnv +import os + + +class RedisClient: + """ + RedisClient + """ + + def __init__(self): + self.client = Redis(host=os.getenv('REDIS_HOST', XAgentServerEnv.Redis.redis_host), + port=XAgentServerEnv.Redis.redis_port, + db=XAgentServerEnv.Redis.redis_db, + password=XAgentServerEnv.Redis.redis_password) + + def set_key(self, key, value, ex=None, px=None, nx=False, xx=False): + """redis set key + + Args: + key (_type_): _description_ + value (_type_): _description_ + ex (_type_, optional): _description_. Defaults to None. + px (_type_, optional): _description_. Defaults to None. + nx (bool, optional): _description_. Defaults to False. + xx (bool, optional): _description_. Defaults to False. + """ + self.client.set(key, value, ex, px, nx, xx) + + def get_key(self, key): + """redis get key + + Args: + key (_type_): _description_ + + Returns: + _type_: _description_ + """ + value = self.client.get(key) + if value: + return value.decode("utf-8") + else: + return None + + def delete_key(self, key): + """redis delete key + + Args: + key (_type_): _description_ + """ + self.client.delete(key) + + def get_all_keys(self): + """redis get all keys + + Returns: + _type_: _description_ + """ + return self.client.keys() + + def delete_all_keys(self): + """redis delete all keys + """ + self.client.flushdb() + + def set_parent_key(self, key, value): + """redis set parent key + + Args: + key (_type_): _description_ + value (_type_): _description_ + """ + self.client.set(key, value) + + def get_parent_key(self, key): + """redis get parent key + + Args: + key (_type_): _description_ + + Returns: + _type_: _description_ + """ + return self.client.get(key) + + def delete_parent_key(self, key): + """redis delete parent key + + Args: + key (_type_): _description_ + """ + self.client.delete(key) + + def set_child_key(self, parent_key, key, value): + """redis set child key + + Args: + key (_type_): _description_ + value (_type_): _description_ + """ + parent = self.client.get(parent_key) + if parent: + parent[key] = value + else: + parent = {key: value} + self.set_key(parent_key, parent) + + def get_child_key(self, key): + """redis get child key + + Args: + key (_type_): _description_ + + Returns: + _type_: _description_ + """ + return self.client.get(key) + + def delete_child_key(self, key): + """redis delete child key + + Args: + key (_type_): _description_ + """ + self.client.delete(key) + + def get_child_keys(self, parent_key): + """ + + Args: + parent_key (_type_): _description_ + """ + return self.client.keys(parent_key) diff --git a/XAgentServer/interaction.py b/XAgentServer/interaction.py index 6608011..857f1c7 100644 --- a/XAgentServer/interaction.py +++ b/XAgentServer/interaction.py @@ -1,29 +1,48 @@ +"""XAgent Interaction Class""" import abc -import json +from abc import ABCMeta import os import uuid +import time from datetime import datetime +import zipfile +from colorama import Fore + +from sqlalchemy.orm import Session +from XAgent.toolserver_interface import ToolServerInterface -from XAgentIO.BaseIO import XAgentIO -from XAgentServer.database import InteractionBaseInterface -from XAgentServer.envs import XAgentServerEnv from XAgentServer.loggers.logs import Logger from XAgentServer.models.interaction import InteractionBase from XAgentServer.models.parameter import InteractionParameter -from XAgentServer.models.subtask import Subtask -from XAgentServer.models.ws import XAgentOutputData +from XAgentServer.enums.status import StatusEnum +from XAgentServer.models.raw import XAgentRaw +from XAgentServer.application.core.envs import XAgentServerEnv +from XAgentServer.application.cruds.interaction import InteractionCRUD +from XAgentServer.exts.exception_ext import XAgentTimeoutError -class XAgentInteraction(metaclass=abc.ABCMeta): - """ - A class to represent a XAgent interaction. +from XAgentServer.application.global_val import redis - This class provides methods to manage and control the interaction. +class XAgentInteraction(metaclass=abc.ABCMeta): + """ + XAgent 核心交互组件集, 引用: XAgentCE Attributes: - base (InteractionBase): The interaction base - parameter (InteractionParameter): The parameters of the interaction - interrupt (bool): To indicate whether the interaction can be interrupted or not + base: 交互基本信息 + parameter: 交互参数 + interrupt: 是否包含中断 + toolserver: 工具服务 + call_method: 调用方式 + wait_seconds: 等待时间 + + Components: + logger: 日志 + db: 数据库 + recorder: 运行记录 + toolserver_interface: 工具服务接口 + + 组件集中的所有组件全局唯一 + """ def __init__( @@ -31,296 +50,254 @@ def __init__( base: InteractionBase, parameter: InteractionParameter, interrupt: bool = False, + call_method: str = "web", + wait_seconds: int = 600, ) -> None: - """ - The constructor for the XAgentInteraction class. - - Args: - base (InteractionBase): The interaction base - parameter (InteractionParameter): The parameters of the interaction - interrupt (bool): To indicate whether the interaction can be interrupted or not - """ self.base = base self.parameter = parameter - self._cache : XAgentOutputData = None - + # 唯一标识当前的执行步骤 self.current_step = uuid.uuid4().hex self.logger = None self.interrupt = interrupt - self.log_dir = os.path.join(os.path.join(XAgentServerEnv.base_dir, "localstorage", - "interact_records"), datetime.now().strftime("%Y-%m-%d"), self.base.interaction_id) + self.call_method = call_method + self.wait_seconds = wait_seconds + self.log_dir = os.path.join( + os.path.join(XAgentServerEnv.base_dir, + "localstorage", + "interact_records"), + datetime.now().strftime("%Y-%m-%d"), + self.base.interaction_id) + self.human_data = None if not os.path.exists(self.log_dir): os.makedirs(self.log_dir) - def to_dict(self) -> dict: - """ - Convert the parameter to a python dict. + self.extract_dir = os.path.join(self.log_dir, "workspace") + if not os.path.exists(self.extract_dir): + os.makedirs(self.extract_dir) - Returns: - dict: Dictionary representation of the parameter - """ - return self.parameter.to_dict() - - def to_json(self) -> str: - """ - Convert the parameter to a JSON string. + self.db: Session = None + self.toolserver_interface = None - Returns: - str: JSON string representation of the parameter - """ - return json.dumps(self.to_dict(), indent=2, ensure_ascii=False) + def register_toolserver_interface(self, toolserver_interface: ToolServerInterface): + """register tool server interface""" + self.toolserver_interface = toolserver_interface def resister_logger(self, logger: Logger): """ - Register a logger to the interaction. - - Args: - logger (Logger): The logger to be registered + 注册logger, 根据会话id创建日志文件夹, 并创建日志文件 """ + self.logger = logger self.logger.info(f"init interaction: {self.base.interaction_id}") - def resister_io(self, io: XAgentIO): + def register_db(self, db: Session): """ - Register an I/O agent to the interaction. + 注册db Args: - io (XAgentIO): The I/O agent to be registered + db: Session对象 """ - self.io = io + self.db = db - def register_db(self, db: InteractionBaseInterface): + def insert_data(self, + data: dict, + status="", + current: str = None, + is_include_pictures: bool = False,): """ - Register a database interface to the interaction. - - Args: - db (InteractionBaseInterface): The database interface to be registered + 更新缓存, 推送数据 """ - self.db = db + # check alive + alive = redis.get_key(self.base.interaction_id) + if alive == "close": + self.logger.info("The user terminated this action and exited.") + exit(0) + self.current_step = uuid.uuid4().hex - def register_recorder_root_dir(self, recorder_root_dir): - """ - Register a root directory for the recorder. + if status == "inner": + tool_name = data.get("using_tools", {}).get( + "tool_name", "") if isinstance(data, dict) else "" - Args: - recorder_root_dir (str): Path to the root directory - """ - self.recorder_root_dir = recorder_root_dir + if tool_name == "subtask_submit": + status = StatusEnum.SUBMIT - def init_cache(self, data: XAgentOutputData): - """ - Initialize cache with given data. + # download workspace files + self.download_files() - Args: - data (XAgentOutputData): The data to populate the cache with - """ - self._cache = data - self.logger.info(f"init cache") + file_list = os.listdir(self.extract_dir) - def get_cache(self) -> dict: - """ - Get the current cache data. + # insert raw + process = XAgentRaw( + node_id=self.current_step, + interaction_id=self.base.interaction_id, + current=current, + step=0, + data=data, + file_list=file_list, + status=status, + do_interrupt=self.interrupt, + wait_seconds=0, + ask_for_human_help=False, + create_time=datetime.now().strftime("%Y-%m-%d %H:%M:%S"), + update_time=datetime.now().strftime("%Y-%m-%d %H:%M:%S"), + is_deleted=False, + is_human=False, + human_data=None, + human_file_list=[], + is_send=self.call_method != 'web', + is_receive=False, + include_pictures=is_include_pictures, + ) + if status == StatusEnum.FINISHED: + InteractionCRUD.update_interaction_status( + db=self.db, + interaction_id=self.base.interaction_id, + status=StatusEnum.FINISHED, + message="finished", + current_step=self.current_step) + else: + InteractionCRUD.update_interaction_status( + db=self.db, + interaction_id=self.base.interaction_id, + status="running", + message="running", + current_step=self.current_step) + InteractionCRUD.insert_raw(db=self.db, process=process) + if self.call_method == "web": + redis.set_key(self.base.interaction_id + "_send", 1) + elif self.call_method == "cmd": + # print workspace file list + file_list_str = ", ".join(file_list) + self.logger.typewriter_log( + title=f"-=-=-=-=-=-=-= {self.base.interaction_id}, {self.current_step}, WORKSPACE FILE LIST -=-=-=-=-=-=-=\n", + title_color=Fore.GREEN, + content=f"[{file_list_str}] in {self.extract_dir}" + ) + + def download_files(self): + """download files Returns: - dict: Data from the cache + Boolean: True or False """ - return self._cache.to_dict() if self.data_cache is not None else {} + try: + save_path = self.toolserver_interface.download_all_files() - def save_cache(self): - """ - Save the current cache data to a JSON file. - """ - with open(os.path.join(self.log_dir, "cache.json"), "w", encoding="utf-8") as f: - json.dump(self._cache.to_dict(), f, indent=2, ensure_ascii=False) + if os.path.exists(save_path): + zip_file = zipfile.ZipFile(save_path) + zip_list = zip_file.namelist() # 得到压缩包里所有文件 + for f in zip_list: + zip_file.extract(f, self.extract_dir) # 循环解压文件到指定目录 - async def update_cache(self, - update_data: dict, - status="", - current: str = None): - """ - Update the cache data. + zip_file.close() + return True + except zipfile.BadZipFile: + return False - Args: - update_data (dict): The update data - status (str): The current status of the interaction - current (str): The current subtask or refinement task id - - Raises: - ValueError: If status is not in ['start', 'subtask', 'refinement', 'inner', 'finished', 'failed'] - ValueError: If current is not provided when status is 'subtask' or 'refinement' or 'inner' - ValueError: If the update_data is not a list when status is 'subtask' - ValueError: If the update_data is not a dict when status is 'refinement' or 'inner' - ValueError: If a subtask with current id doesn't exist when status is 'inner' + def receive(self, can_modify=None): """ - - if status not in ["start", "subtask", "refinement", "inner", "finished", "failed"]: - raise ValueError( - "status must be in ['start', 'subtask', 'refinement', 'inner', 'finished', 'failed']") - - - self.current_step = uuid.uuid4().hex - # self.logger.typewriter_log( - # f"CURRENT: {self.current_step}", f"update cache, status {status}, current {current}, update_data: {update_data}") - if status == "inner": - tool_name = update_data.get("using_tools", {}).get("tool_name", "") if isinstance(update_data, dict) else "" - - if tool_name == "subtask_submit": - status = "subtask_submit" - - push_data = { - "status": status, - "current": current, - "random_seed": self.current_step, - "data": update_data - } - if status == "start": - - for k, v in update_data.items(): - if k == "subtasks": - update_data['subtasks'] = [ - Subtask(**subtask) for subtask in v] - - self._cache.update(update_data) - - push_data = { - "status": status, - "random_seed": self.current_step, - "data": {k: v if k != "subtasks" else [l.to_dict() for l in v] for k, v in update_data.items()} - } - self.db.update_interaction_status(self.base.interaction_id, status="running", message="running", current_step=self.current_step) - - if status == "subtask": - - if current is None: - raise ValueError( - "current must be a task_id while status is subtask") - if not isinstance(update_data, list): - raise ValueError( - "update_data must be a list while status is subtask") - new_subtask_list = [] - for subtask in self._cache.subtasks: - if current == subtask.task_id: - break - new_subtask_list.append(subtask) - - new_subtask_list.extend([Subtask(**subtask) - for subtask in update_data]) - self._cache.subtasks = new_subtask_list - push_data = { - "status": status, - "current": current, - "data": update_data, - "random_seed": self.current_step, - } - self.db.update_interaction_status( - self.base.interaction_id, status="running", message="running", current_step=self.current_step) - - if status == "refinement": - - if current is None: - raise ValueError( - "current must be a task_id while status is refinement") - if not isinstance(update_data, dict): - raise ValueError( - "update_data must be a dict while status is refinement") - sub_task = None - for subtask in self._cache.subtasks: - if current == subtask.task_id: - - subtask.refinement = update_data - sub_task = subtask.to_dict() - break - push_data = { - "status": status, - "node_id": sub_task.get("node_id", ""), - "task_id": sub_task.get("task_id", ""), - "name": sub_task.get("name", ""), - "args": sub_task.get("args", ""), - "current": current, - "data": update_data, - "random_seed": self.current_step, - } - self.db.update_interaction_status( - self.base.interaction_id, status="running", message="running", current_step=self.current_step) - - - if status == "inner": - - if current is None: - raise ValueError( - "current must be a task_id while status is inner") - if not isinstance(update_data, dict): - raise ValueError( - "update_data must be a dict while status is inner") - sub_task = None - for subtask in self._cache.subtasks: - if current == subtask.task_id: - - subtask.inner.append(update_data) - sub_task = subtask.to_dict() - break - if not sub_task: - raise ValueError( - f"subtask {current} not found while status is inner from {self._cache.subtasks}") - - push_data = { - "status": status, - "node_id": sub_task.get("node_id", ""), - "task_id": sub_task.get("task_id", ""), - "name": sub_task.get("name", ""), - "args": sub_task.get("args", ""), - "current": current, - "data": update_data, - "random_seed": self.current_step, - } - self.db.update_interaction_status( - self.base.interaction_id, status="running", message="running", current_step=self.current_step) - - - self.save_cache() - - await self.auto_send(push_data=push_data) - if status == "finished": - await self.auto_close() - - - async def auto_send(self, push_data): + 接收数据 """ - Automatically send the push_data. - - Args: - push_data (dict): The data to be sent - Raises: - Exception: If there was an error while sending the data + if self.call_method == "web": + wait = 0 + while wait < self.wait_seconds: + human_data = self.get_human_data() + if human_data is not None: + return human_data + else: + wait += 2 + time.sleep(2) + + raise XAgentTimeoutError("等待数据超时，关闭连接") + else: + print(can_modify) + + def get_human_data(self): """ - - # self.logger.info(f"send data: {push_data}") - await self.io.Output.run(push_data) - - async def auto_receive(self, can_modify=None): + 获取人类数据 """ - Receiving data automatically. - - Args: - can_modify (list): list of keys that can be modified in the interaction - - Returns: - dict: The received data + # check alive, ensure the interaction is alive + # if The user terminated this action and exited + alive = redis.get_key(self.base.interaction_id) + if alive == "close": + self.logger.info("The user terminated this action and exited!") + exit(0) + receive_key = self.base.interaction_id + "_" + self.current_step + "_receive" + is_receive = redis.get_key(receive_key) + + if is_receive: + raw = InteractionCRUD.get_raw( + db=self.db, interaction_id=self.base.interaction_id, node_id=self.current_step) + + if raw and raw.is_human and raw.is_receive: + redis.delete_key(receive_key) + return raw.human_data + + return None + + def ask_for_human_help(self, data): + """调用工具时，请求人类帮助 + Execute the tool and ask for human help """ - data = await self.io.Input.run(can_modify) - self.db.add_parameter(InteractionParameter( - parameter_id=uuid.uuid4().hex, - interaction_id=self.base.interaction_id, - args=data.get("args", {}), - )) - return data - async def auto_close(self): - """ - Automatically close the interaction. - """ - # self.io.close() - self.logger.info(f"close io connection") - self.db.update_interaction_status(self.base.interaction_id, status="finished", - message="io connection closed", current_step=self.current_step) + self.current_step = uuid.uuid4().hex + self.download_files() + file_list = os.listdir(self.extract_dir) + # special: ask for human help and do interrupt + # send data + process = XAgentRaw( + node_id=self.current_step, + interaction_id=self.base.interaction_id, + current=self.current_step, + step=0, + data=data, + file_list=file_list, + status=StatusEnum.ASK_FOR_HUMAN_HELP, + do_interrupt=True, + wait_seconds=0, + ask_for_human_help=True, + create_time=datetime.now().strftime("%Y-%m-%d %H:%M:%S"), + update_time=datetime.now().strftime("%Y-%m-%d %H:%M:%S"), + is_deleted=False, + is_human=False, + human_data=None, + human_file_list=[], + is_send=False, + is_receive=False, + include_pictures=False, + ) + + # insert into mysql + InteractionCRUD.insert_raw(db=self.db, process=process) + + # set redis + redis.set_key(self.base.interaction_id + "_send", 1) + + # set status + + InteractionCRUD.update_interaction_status( + db=self.db, + interaction_id=self.base.interaction_id, + status=StatusEnum.ASK_FOR_HUMAN_HELP, + message="ask for human help", + current_step=self.current_step) + + # check alive + alive = redis.get_key(self.base.interaction_id) + if alive == "close": + self.logger.info("The user terminated this action and exited!") + exit(0) + + # wait for human data + wait = 0 + while wait < self.wait_seconds: + human_data = self.get_human_data() + if human_data is not None: + return human_data + else: + wait += 2 + time.sleep(2) + + raise XAgentTimeoutError("ASK-For-Human-Data: 等待数据超时，关闭连接") + diff --git a/XAgentServer/loggers/logs.py b/XAgentServer/loggers/logs.py index 8a58346..4a4c24e 100644 --- a/XAgentServer/loggers/logs.py +++ b/XAgentServer/loggers/logs.py @@ -1,3 +1,4 @@ +"""XAgentServer Logger""" import abc import json import logging @@ -5,92 +6,43 @@ import random import re import time -import uuid from logging import LogRecord from typing import Any from colorama import Fore, Style -class JsonFileHandler(logging.FileHandler): - """ - A class to handle JSON file logging. - - Inherited from `logging.FileHandler`, allows emitting logs directly to a JSON file. - - Attributes: - baseFilename (str): Path to the file in which the log records are written to. - """ +# from autogpt.speech import say_text +class JsonFileHandler(logging.FileHandler): + """JsonFileHandler""" def __init__(self, filename, mode="a", encoding=None, delay=False): - """ - Initialize the JsonFileHandler class with the name of the log file. - - Args: - filename (str): Specifies the file that the handler should log to. - mode (str, optional): mode to open the file with. Defaults to "a". - encoding (str, optional): encoding to use for opening the file. Defaults to None. - delay (bool, optional): If delay is true, then file opening is deferred until the first call to emit(). Defaults to False. - - """ super().__init__(filename, mode, encoding, delay) def emit(self, record): - """ - Emit a formatted log record into the log file. - - Args: - record (logging.LogRecord): Log record which is to be formatted into json data and emitted. - - """ json_data = json.loads(self.format(record)) with open(self.baseFilename, "w", encoding="utf-8") as f: json.dump(json_data, f, ensure_ascii=False, indent=4) class JsonFormatter(logging.Formatter): - """ - Formatter for JSON log data. - """ + """Json Formatter""" def format(self, record): - """ - Log record formatter for JSON log data. - - Args: - record (logging.LogRecord): The log record to format. - - Returns: - str: Formatted log record as a string. - - """ return record.msg + class Logger(metaclass=abc.ABCMeta): """ - Abstract Base Class for Loggers with different types of handlers. - Allows setting up multiple loggers with different settings. - - Args: - log_dir (str): Path of the directory where the log files should be stored. - log_name (str): Logger's name. - log_file (str): The name of the main log file. - error_file (str): The name of the error log file. - + Logger that handle titles in different colors. + Outputs logs in console, activity.log, and errors.log + For console handler: simulates typing """ - - def __init__(self, log_dir: str = None, log_name: str= "", log_file: str = "activity.log", error_file: str = "errors.log"): - """ - Initialize the Logger class with the path to log directory, name of the logs and log files. - - Args: - log_dir (str, optional): Path of the directory where log files should be stored. Defaults to None. - log_name (str, optional): Name of the logger. Defaults to "". - log_file (str, optional): Name of the main log file. Defaults to "activity.log". - error_file (str, optional): Name of the error log file. Defaults to "errors.log". - """ + def __init__(self, log_dir: str = None, log_name: str= "", log_file: str = "activity.log", error_file: str = "errors.log"): + """init""" if not os.path.exists(log_dir): os.makedirs(log_dir) + # create log directory if it doesn't exist self.log_name = time.strftime("%Y-%m-%d", time.localtime()) if not log_name else log_name self.logger = logging.getLogger(self.log_name) console_formatter = RecordFormatter("%(title_color)s %(message)s") @@ -104,8 +56,7 @@ def __init__(self, log_dir: str = None, log_name: str= "", log_file: str = "acti self.console_handler = ConsoleHandler() self.console_handler.setLevel(logging.DEBUG) self.console_handler.setFormatter(console_formatter) - - + self.speak_mode = False self.chat_plugins = [] @@ -138,11 +89,11 @@ def __init__(self, log_dir: str = None, log_name: str= "", log_file: str = "acti # self.typing_logger.setLevel(logging.DEBUG) if self.log_name.endswith("_INTERACT") or not self.logger.handlers: + # self.logger.addHandler(self.typing_console_handler) self.logger.addHandler(self.console_handler) self.logger.addHandler(error_handler) self.logger.addHandler(self.file_handler) self.logger.setLevel(logging.DEBUG) - def typewriter_log( self, title="", title_color="", content="", speak_text=False, level=logging.INFO @@ -243,24 +194,10 @@ def get_log_directory(self): """ Output stream to console using simulated typing """ - -class TypingConsoleHandler(logging.StreamHandler): - """ - A logging.StreamHandler subclass that outputs logs to the console like a typewriter. - - This class simulates typing with varying speed when emitting log records. - - """ +class TypingConsoleHandler(logging.StreamHandler): def emit(self, record): - """ - Emit a log record in a typing style with varying speed. - - Args: - record (logging.LogRecord): Log record to be emitted. - - """ min_typing_speed = 0.05 max_typing_speed = 0.01 @@ -273,6 +210,7 @@ def emit(self, record): print(" ", end="", flush=True) typing_speed = random.uniform(min_typing_speed, max_typing_speed) time.sleep(typing_speed) + # type faster after each word min_typing_speed = min_typing_speed * 0.95 max_typing_speed = max_typing_speed * 0.95 print() @@ -281,52 +219,28 @@ def emit(self, record): class ConsoleHandler(logging.StreamHandler): - """ - A logging.StreamHandler subclass that outputs logs to the console. - - """ def emit(self, record) -> None: - """ - Emit a log record to the console. - - Args: - record (logging.LogRecord): Log record to be emitted. - - """ msg = self.format(record) try: print(msg) except Exception: self.handleError(record) - + class RecordFormatter(logging.Formatter): """ - A custom log formatter allowing logging with colors in the console output. - - It recognizes the custom placeholders 'title_color' and 'message_no_color'. - To use this formatter, the log function should pass 'color' and 'title' as log extras. - + Allows to handle custom placeholders 'title_color' and 'message_no_color'. + To use this formatter, make sure to pass 'color', 'title' as log extras. """ def format(self, record: LogRecord) -> str: - """ - Format a log record with title color and message with no color. - - Args: - record (logging.LogRecord): Log record to be formatted. - - Returns: - str: The formatted log record as a string. - - """ if hasattr(record, "color"): record.title_color = ( getattr(record, "color") + getattr(record, "title", "") + " " + Style.RESET_ALL -) + ) else: record.title_color = getattr(record, "title", "") @@ -341,15 +255,5 @@ def format(self, record: LogRecord) -> str: def remove_color_codes(s: str) -> str: - """ - Utility function to remove color codes from a string. - - Args: - s (str): The input string from which the color codes are removed. - - Returns: - str: A string with all color codes removed. - - """ ansi_escape = re.compile(r"\x1B(?:[@-Z\\-_]|\[[0-?]*[ -/]*[@-~])") - return ansi_escape.sub("", s) \ No newline at end of file + return ansi_escape.sub("", s) diff --git a/XAgentServer/manager.py b/XAgentServer/manager.py deleted file mode 100644 index 5bdf0bf..0000000 --- a/XAgentServer/manager.py +++ /dev/null @@ -1,146 +0,0 @@ -from __future__ import annotations - -import asyncio -import os -import threading -from typing import Dict, List - -from fastapi import WebSocket, WebSocketDisconnect, status - -from XAgentIO.exception import (XAgentIOWebSocketReceiveError, - XAgentIOWebSocketSendError) -from XAgentServer.envs import XAgentServerEnv -from XAgentServer.loggers.logs import Logger -from XAgentServer.response_body import WebsocketResponseBody - - -class Singleton(type): - """ - Metaclass to define a class as a Singleton. - - Attributes: - _instances (Dict): Stores the instances of the Singleton classes created. - """ - _instances = {} - - def __call__(cls, *args, **kwargs): - """ - Returns the instance of the class if exists else creates and returns a new instance. - - Args: - *args: Variable length argument list. - **kwargs: Arbitrary keyword arguments. - - Returns: - An instance of the Singleton class. - """ - if cls not in cls._instances: - cls._instances[cls] = super().__call__(*args, **kwargs) - return cls._instances[cls] - - -class WebSocketConnectionManager(metaclass=Singleton): - """ - Manages websocket connections. - - Attributes: - active_connections (List[Dict[str, WebSocket]]): Stores the details of all the active connections. - logger (Logger): A Logger instance to log information, warning and error messages. - """ - - def __init__(self): - """ - Initializes the WebSocketConnectionManager instance. - """ - self.active_connections: List[Dict[str, WebSocket]] = [] - self.logger = Logger(log_dir=os.path.join(XAgentServerEnv.base_dir, "logs"), log_file="websocket.log") - - self.create_pong_task() - - async def connect(self, websocket: WebSocket, websocket_id: str): - """ - Connects to a websocket and adds it to the list of active connections. - - Args: - websocket (WebSocket): A WebSocket instance representing the websocket to connect. - websocket_id (str): The ID to be used for the websocket connection. - - """ - await websocket.accept() - self.logger.info(f"websocket {websocket_id} connected") - self.active_connections.append({websocket_id: websocket}) - - async def disconnect(self, websocket_id: str, websocket: WebSocket): - """ - Removes a websocket connection from the list of active connections. - - Args: - websocket_id (str): The ID of the websocket connection to remove. - websocket (WebSocket): A WebSocket instance representing the websocket connection to remove. - """ - self.active_connections.remove({websocket_id: websocket}) - self.logger.info(f"websocket {websocket_id} remove from active connections") - - def is_connected(self, websocket_id: str) -> bool: - """ - Checks if a websocket connection is active. - - Args: - websocket_id (str): The ID of the websocket connection to check. - - Returns: - True if the websocket connection is active, False otherwise. - """ - for connection in self.active_connections: - if websocket_id in connection.keys(): - return True - return False - - def get_connection(self, websocket_id: str) -> WebSocket: - """ - Retrieves the WebSocket instance of an active connection. - - Args: - websocket_id (str): The ID of the websocket connection to retrieve. - - Returns: - A WebSocket instance representing the connection if exists, None otherwise. - """ - for connection in self.active_connections: - if websocket_id in connection.keys(): - return connection[websocket_id] - return None - - - async def broadcast_pong(self): - """ - Periodically sends a message to all active websocket connections. - """ - while True: - - self.logger.info(f"pong broadcast for active connections: {len(self.active_connections)}") - - for connection in self.active_connections: - for websocket_id, websocket in connection.items(): - try: - await websocket.send_text(WebsocketResponseBody(status="pong", data={"type": "pong"}, message="pong").to_text()) - except Exception as e: - self.logger.error(f"websocket {websocket_id} is disconnected") - self.active_connections.remove(connection) - continue - await asyncio.sleep(20) - - - def loop_pong(self): - """ - Starts an infinite loop to broadcast messages to active connections. - """ - asyncio.run(self.broadcast_pong()) - - def create_pong_task(self): - """ - Creates a new daemon thread to continuously broadcast messages to active connections. - """ - self.logger.info("Create task for pong broadcast") - pong = threading.Thread(target=self.loop_pong, daemon=True) - pong.start() \ No newline at end of file diff --git a/XAgentServer/models/global_png.py b/XAgentServer/models/global_png.py new file mode 100644 index 0000000..c6dd075 --- /dev/null +++ b/XAgentServer/models/global_png.py @@ -0,0 +1,9 @@ +global_map = {} + + +def add_to_map(key, value): + global_map[key] = value + + +def lookup_in_map(key): + return global_map.get(key) diff --git a/XAgentServer/models/interaction.py b/XAgentServer/models/interaction.py index 97dfce1..b64118d 100644 --- a/XAgentServer/models/interaction.py +++ b/XAgentServer/models/interaction.py @@ -6,24 +6,6 @@ class InteractionBase(metaclass=abc.ABCMeta): - """ - Base class for interaction objects. - - Attributes: - interaction_id (str): Unique identifier of the interaction. - user_id (str): Identifier of the user who initiated the interaction. - create_time (str): Time at which the interaction was created. - description (str): A brief description of the interaction. - agent (str, optional): The agent involved in the interaction. Default is an empty string. - mode (str, optional): Mode of the interaction. Default is an empty string. - file_list (list, optional): List of files associated with the interaction. Default is an empty list. - recorder_root_dir (str, optional): Root directory of the recorder. Default is an empty string. - status (str, optional): Status of the interaction. Default is an empty string. - message (str, optional): Message associated with the interaction. Default is an empty string. - current_step (str, optional): Current step of the interaction. Default is an empty string. - update_time (str, optional): Time at which the interaction was last updated. Default is an empty string. - is_deleted (bool, optional): Flag indicating whether the interaction has been deleted. Default is False. - """ def __init__(self, interaction_id: str, user_id: str, @@ -38,10 +20,8 @@ def __init__(self, current_step: str = "", update_time: str = "", is_deleted: bool = False, + call_method: str = "web", ): - - """Initializes the InteractionBase instance.""" - self.interaction_id = interaction_id self.user_id = user_id self.create_time = create_time @@ -55,19 +35,9 @@ def __init__(self, self.current_step = current_step self.update_time = update_time self.is_deleted = is_deleted + self.call_method = call_method def to_dict(self, include=None, exclude=None): - """ - Converts the InteractionBase instance to a dictionary. - - Args: - include (list, Optional): List of keys to be included in the dictionary. - exclude (list, Optional): List of keys to be excluded from the dictionary. - - Returns: - data (dict): Dictionary representation of the InteractionBase instance. - """ - data = { "interaction_id": self.interaction_id, "user_id": self.user_id, @@ -82,6 +52,7 @@ def to_dict(self, include=None, exclude=None): "current_step": self.current_step, "update_time": self.update_time, "is_deleted": self.is_deleted, + "call_method": self.call_method, } if include: data = {k: v for k, v in data.items() if k in include} @@ -90,41 +61,14 @@ def to_dict(self, include=None, exclude=None): return data def to_json(self): - """ - Converts the InteractionBase instance to a JSON string. - - Returns: - string: JSON representation of the InteractionBase instance. - """ - return json.dumps(self.to_dict(), indent=2, ensure_ascii=False) @classmethod def from_json(cls, json_data): - """ - Creates an InteractionBase instance from a JSON string. - - Args: - json_data (str): JSON string representation of the InteractionBase instance. - - Returns: - InteractionBase: New InteractionBase instance. - """ - return cls(**json_data) @classmethod def from_db(cls, interaction): - """ - Creates an InteractionBase instance from a database object. - - Args: - interaction (Interaction): Object representing the interaction in the database. - - Returns: - InteractionBase: New InteractionBase instance. - """ - return cls(interaction.interaction_id, interaction.user_id, interaction.create_time, @@ -138,4 +82,6 @@ def from_db(cls, interaction): interaction.current_step, interaction.update_time, interaction.is_deleted, - ) \ No newline at end of file + interaction.call_method, + ) + \ No newline at end of file diff --git a/XAgentServer/models/node.py b/XAgentServer/models/node.py deleted file mode 100644 index fa02b3a..0000000 --- a/XAgentServer/models/node.py +++ /dev/null @@ -1,84 +0,0 @@ -import abc -import json -import uuid - - -class Node(metaclass=abc.ABCMeta): - """ - An abstract base class that represents a node. - - Attributes: - node_id (str): The unique identifier of the node. If None, a new UUID is generated. - thoughts (str): The inner thoughts of the Node. - reasoning (str): The logical reasoning of the Node. - plan (list): The strategic plans of the Node. If None, initialize as an empty list. - using_tools (str): The tools being used by the Node. - is_last (bool): Whether the Node is the last one in a series of Nodes. - """ - - def __init__(self, thoughts: str, - reasoning: str, - plan: list, - using_tools: str, - is_last: bool = False, - node_id: str = None): - """ - Constructs a new Node instance. - - Args: - thoughts (str): The inner thoughts of the Node. - reasoning (str): The logical reasoning of the Node. - plan (list): The strategic plans of the Node. If None, initialize as an empty list. - using_tools (str): The tools being used by the Node. - is_last (bool, optional): Whether the Node is the last one in a series of Nodes. Defaults to False. - node_id (str, optional): The unique identifier of the Node. If None, a new UUID is generated. Defaults to None. - """ - if plan is None: - plan = [] - if node_id is None: - self.node_id = uuid.uuid4().hex - else: - self.node_id = node_id - self.thoughts = thoughts - self.reasoning = reasoning - self.plan = plan - self.using_tools = using_tools - self.is_last = is_last - - def to_dict(self): - """ - Converts the Node to a dictionary. - - Returns: - dict: The dictionary representation of the Node. - """ - return { - "node_id": self.node_id, - "thoughts": self.thoughts, - "reasoning": self.reasoning, - "plan": self.plan, - "using_tools": self.using_tools, - "is_last": self.is_last, - } - - def to_json(self): - """ - Converts the Node to a JSON string. - - Returns: - str: The JSON string representation of the Node. - """ - return json.dumps(self.to_dict(), indent=2, ensure_ascii=False) - - @classmethod - def from_json(cls, json_data): - """ - Creates a new Node instance from a JSON string. - - Args: - json_data (str): A JSON string representing a Node. - - Returns: - Node: A new Node instance created from the JSON data. - """ - return cls(**json_data) \ No newline at end of file diff --git a/XAgentServer/models/parameter.py b/XAgentServer/models/parameter.py index d488001..a644d70 100644 --- a/XAgentServer/models/parameter.py +++ b/XAgentServer/models/parameter.py @@ -5,37 +5,19 @@ class InteractionParameter(metaclass=abc.ABCMeta): """ - Abstract base class for defining an interaction object with relevant parameters. - - Attributes: - interaction_id (str): The unique identifier for the interaction. - parameter_id (str): The unique identifier for the parameter. - args (Union[str, dict, None]): The arguments used for the interaction, may be None. + 交互参数 """ def __init__(self, - interaction_id: str, - parameter_id: str, - args: Union[str, dict, None] = None): - """ - Initialize an instance of the InteractionParameter class. - - Args: - interaction_id (str): The unique identifier for the interaction. - parameter_id (str): The unique identifier for the parameter. - args (Union[str, dict, None]): The arguments used for the interaction, may be None. - """ + interaction_id: str, + parameter_id: str, + args: Union[str, dict, None] = None + ): self.interaction_id = interaction_id self.args = args self.parameter_id = parameter_id def to_dict(self): - """ - Convert the InteractionParameter instance to a dictionary. - - Returns: - dict: A dictionary representation of the InteractionParameter instance. - """ return { "interaction_id": self.interaction_id, "parameter_id": self.parameter_id, @@ -43,38 +25,15 @@ def to_dict(self): } def to_json(self): - """ - Convert the InteractionParameter instance to a JSON-formatted string. - - Returns: - str: A JSON-formatted string representing the InteractionParameter instance. - """ return json.dumps(self.to_dict(), indent=2, ensure_ascii=False) @classmethod def from_json(cls, json_data): - """ - Create an instance of InteractionParameter from JSON-formatted data. - - Args: - json_data (str): A JSON-formatted string representing an InteractionParameter instance. - - Returns: - InteractionParameter: An instance of InteractionParameter created from the given JSON data. - """ return cls(**json_data) - + @classmethod def from_db(cls, interaction): - """ - Create an instance of InteractionParameter from a database entry. - - Args: - interaction (Object): An object representing a row from a interactions table in a database. - - Returns: - InteractionParameter: An instance of InteractionParameter created from the interaction database entry. - """ return cls(interaction.interaction_id, - interaction.parameter_id, - interaction.args) \ No newline at end of file + interaction.parameter_id, + interaction.args + ) \ No newline at end of file diff --git a/XAgentServer/models/raw.py b/XAgentServer/models/raw.py new file mode 100644 index 0000000..7607718 --- /dev/null +++ b/XAgentServer/models/raw.py @@ -0,0 +1,110 @@ +"""XAgentRaw Object""" +import abc +import json + + +class XAgentRaw(metaclass=abc.ABCMeta): + """XAgent Raw Object""" + + def __init__(self, node_id: str, + interaction_id: str, + current: str, + step: int, + data: dict, + file_list: list, + status: str, + do_interrupt: bool, + wait_seconds: int, + ask_for_human_help: bool, + create_time: str, + update_time: str, + is_deleted: bool, + is_human: bool, + human_data: dict, + human_file_list: list, + is_send: bool, + is_receive: bool, + include_pictures: bool = False,): + self.node_id = node_id + self.interaction_id = interaction_id + self.current = current + self.step = step + self.data = data + self.file_list = file_list + self.status = status + self.do_interrupt = do_interrupt + self.wait_seconds = wait_seconds + self.ask_for_human_help = ask_for_human_help + self.create_time = create_time + self.update_time = update_time + self.is_deleted = is_deleted + self.is_human = is_human + self.human_data = human_data + self.human_file_list = human_file_list + self.is_send = is_send + self.is_receive = is_receive + self.include_pictures = include_pictures + + def to_dict(self): + """XAgent Raw Object to dict""" + return { + "node_id": self.node_id, + "interaction_id": self.interaction_id, + "current": self.current, + "step": self.step, + "data": self.data, + "file_list": self.file_list, + "status": self.status, + "do_interrupt": self.do_interrupt, + "wait_seconds": self.wait_seconds, + "ask_for_human_help": self.ask_for_human_help, + "create_time": self.create_time, + "update_time": self.update_time, + "is_deleted": self.is_deleted, + "is_human": self.is_human, + "human_data": self.human_data, + "human_file_list": self.human_file_list, + "is_send": self.is_send, + "is_receive": self.is_receive, + "include_pictures": self.include_pictures + } + + def to_json(self): + """XAgent Raw Object to json""" + return json.dumps(self.to_dict(), indent=2, ensure_ascii=False) + + @classmethod + def from_json(cls, json_data): + """XAgent Raw Object from json""" + return cls(**json_data) + + def update(self, update_data: dict): + """XAgent Raw Object update""" + for k, v in update_data.items(): + setattr(self, k, v) + return self + + @classmethod + def from_db(cls, db_data): + """XAgent Raw Object from db""" + return cls( + node_id=db_data.node_id, + interaction_id=db_data.interaction_id, + current=db_data.current, + step=db_data.step, + data=db_data.data, + file_list=db_data.file_list, + status=db_data.status, + do_interrupt=db_data.do_interrupt, + wait_seconds=db_data.wait_seconds, + ask_for_human_help=db_data.ask_for_human_help, + create_time=db_data.create_time, + update_time=db_data.update_time, + is_deleted=db_data.is_deleted, + is_human=db_data.is_human, + human_data=db_data.human_data, + human_file_list=db_data.human_file_list, + is_send=db_data.is_send, + is_receive=db_data.is_receive, + include_pictures=db_data.include_pictures + ) diff --git a/XAgentServer/models/recorder.py b/XAgentServer/models/recorder.py new file mode 100644 index 0000000..9c982d5 --- /dev/null +++ b/XAgentServer/models/recorder.py @@ -0,0 +1,67 @@ +"""XAgent Running Recorder""" +import abc + +from XAgentServer.database.models import RunningRecord + + +class XAgentRunningRecord(metaclass=abc.ABCMeta): + """XAgent Running Recorder""" + def __init__(self, + record_id: str, + current: str, + node_id: str, + node_type: str, + data: dict, + create_time: str, + update_time: str, + is_deleted: bool, + ): + self.record_id = record_id + self.current = current + self.node_id = node_id + self.node_type = node_type + self.data = data + self.create_time = create_time + self.update_time = update_time + self.is_deleted = is_deleted + + def to_dict(self): + """XAgent Running Recorder to dict""" + return { + "record_id": self.record_id, + "current": self.current, + "node_id": self.node_id, + "node_type": self.node_type, + "data": self.data, + "create_time": self.create_time, + "update_time": self.update_time, + "is_deleted": self.is_deleted, + } + + @classmethod + def from_db(cls, db: RunningRecord): + """From db""" + return cls( + record_id=db.record_id, + current=db.current, + node_id=db.node_id, + node_type=db.node_type, + data=db.data, + create_time=db.create_time, + update_time=db.update_time, + is_deleted=db.is_deleted, + ) + + @classmethod + def from_dict(cls, data: dict): + """dict to XAgent Running Recorder""" + return cls( + record_id=data["record_id"], + current=data["current"], + node_id=data["node_id"], + node_type=data["node_type"], + data=data["data"], + create_time=data["create_time"], + update_time=data["update_time"], + is_deleted=data["is_deleted"], + ) diff --git a/XAgentServer/models/shared_interaction.py b/XAgentServer/models/shared_interaction.py index 50ee3b8..1f6088c 100644 --- a/XAgentServer/models/shared_interaction.py +++ b/XAgentServer/models/shared_interaction.py @@ -1,4 +1,5 @@ """ +Shared interaction base class """ import abc @@ -6,25 +7,18 @@ class SharedInteractionBase(metaclass=abc.ABCMeta): - """ - An abstract base class that defines shared interactions. - This class is used as a base class for creating different types of shared interactions. - - Attributes: - interaction_id: A string representing the interaction id. - user_name: A string value representing the username of the user. - create_time: A string value representing the time of creation. - update_time: A string value representing the time the interaction was last updated. - description: A string value representing the description of the interaction. - agent: A string value representing the agent. Default is an empty string. - mode: A string value representing the mode. Default is an empty string. - is_deleted: A boolean value indicating if the interaction is deleted or not. Default is False. - star: An integer value showing the star rating of the interaction. Default is 0. - record_dir: A string value representing the directory of the recorded interaction. Default is an empty string. - """ - - def __init__(self, interaction_id: str, user_name: str, create_time: str, update_time: str, description: str, - agent: str = "", mode: str = "", is_deleted: bool = False, star: int = 0, record_dir: str = ""): + def __init__(self, + interaction_id: str, + user_name: str, + create_time: str, + update_time: str, + description: str, + agent: str = "", + mode: str = "", + is_deleted: bool = False, + star: int = 0, + is_audit: bool = False + ): self.interaction_id = interaction_id self.user_name = user_name self.create_time = create_time @@ -34,20 +28,9 @@ def __init__(self, interaction_id: str, user_name: str, create_time: str, update self.mode = mode self.is_deleted = is_deleted self.star = star - self.record_dir = record_dir + self.is_audit = is_audit def to_dict(self, include=None, exclude=None): - """ - Converts the shared interaction object to a dictionary. - - Args: - include: A list of keys to include in the returned dictionary. Default is None. - exclude: A list of keys to exclude from the returned dictionary. Default is None. - - Returns: - A dictionary containing the interaction data. - """ - data = { "interaction_id": self.interaction_id, "user_name": self.user_name, @@ -58,44 +41,30 @@ def to_dict(self, include=None, exclude=None): "mode": self.mode, "is_deleted": self.is_deleted, "star": self.star, - "record_dir": self.record_dir, + "is_audit": self.is_audit } if include: data = {k: v for k, v in data.items() if k in include} if exclude: data = {k: v for k, v in data.items() if k not in exclude} return data + def to_json(self): - """ - Converts the shared interaction object to a JSON string. - - Returns: - A JSON formatted string representation of the shared interaction. - """ return json.dumps(self.to_dict(), indent=2, ensure_ascii=False) - + @classmethod def from_db(cls, interaction): - """ - Builds a new SharedInteractionBase instance from the input interaction. - - Args: - interaction: An interaction instance fetched from the database. - - Returns: - A new instance of SharedInteractionBase built from input interaction. - """ + return cls(interaction.interaction_id, + interaction.user_name, + interaction.create_time, + interaction.update_time, + interaction.description, + interaction.agent, + interaction.mode, + interaction.is_deleted, + interaction.star, + interaction.is_audit + ) - return cls( - interaction.interaction_id, - interaction.user_name, - interaction.create_time, - interaction.update_time, - interaction.description, - interaction.agent, - interaction.mode, - interaction.is_deleted, - interaction.star, - interaction.record_dir, - ) \ No newline at end of file + \ No newline at end of file diff --git a/XAgentServer/models/subtask.py b/XAgentServer/models/subtask.py deleted file mode 100644 index bdfee97..0000000 --- a/XAgentServer/models/subtask.py +++ /dev/null @@ -1,108 +0,0 @@ -import abc -import json -import uuid -from XAgentServer.models.node import Node - - -class Subtask(metaclass=abc.ABCMeta): - """Abstract base class for all subtask types. - - This class provides the basic properties and methods needed for all subtask types. - It should be subclassed for each specific subtask type, so that each subclass - can provide its own specific functionality. - - Attributes: - name: A string that represents the name of the subtask. - goal: A string that represents the goal of the subtask. - handler: A string that represents the handler of the subtask. - tool_budget: An integer that represents the budget for the tools. - task_id: A string that represents the id of the subtask. - milestones: A list that holds the milestones of the subtask. - expected_tools: A list that holds the expected tools of the subtask. - exceute_status: A string that represents the execution status of the subtask. - prior_plan_criticsim: A string that represents the prior plan criticsim of the subtask. - inner: A list of inner nodes of the subtask. - node_id: A string that represents the node id of the subtask. It is generated as a - UUID hex string if not explicitly provided at instantiation time. - refinement: A dict that holds the refinement information. - """ - - def __init__(self, - name: str = "", - goal: str = "", - handler: str = "", - tool_budget: int = 0, - milestones: list = [], - expected_tools: list = [], - exceute_status: str = "", - prior_plan_criticsim: str = "", - task_id: str = "", - inner: list = None, - node_id: str = None, - refinement: dict = None, - ): - if inner is None: - inner = [] - self.name = name - self.goal = goal - self.handler = handler - self.tool_budget = tool_budget - self.task_id = task_id - self.milestones = milestones - self.expected_tools = expected_tools - self.exceute_status = exceute_status - self.prior_plan_criticsim = prior_plan_criticsim - self.inner = inner - self.refinement = refinement - if node_id is None: - self.node_id = uuid.uuid4().hex - else: - self.node_id = node_id - - def to_dict(self): - """Convert the subtask to a dictionary. - - Returns: - A dictionary representation of the subtask instance. - """ - return { - "node_id": self.node_id, - "task_id": self.task_id, - "name": self.name, - "goal": self.goal, - "handler": self.handler, - "tool_budget": self.tool_budget, - "milestones": self.milestones, - "expected_tools": self.expected_tools, - "exceute_status": self.exceute_status, - "prior_plan_criticsim": self.prior_plan_criticsim, - "refinement": self.refinement, - "inner": [ - node.to_dict() if isinstance(node, Node) else node for node in self.inner - ] - } - - def to_json(self): - """Convert the subtask to a JSON. - - Returns: - A JSON string representation of the subtask instance. - """ - return json.dumps(self.to_dict(), indent=2, ensure_ascii=False) - - @classmethod - def from_json(cls, json_data): - """Create a new subtask instance from a JSON string. - - Args: - json_data: The JSON string that represents a subtask. - - Returns: - A new Subtask instance. - - Raises: - TypeError: If the json_data argument is not a dictionary. - """ - if not isinstance(json_data, dict): - raise TypeError('json_data must be a dictionary.') - return cls(**json_data) \ No newline at end of file diff --git a/XAgentServer/models/user.py b/XAgentServer/models/user.py index 6702ad6..9f31034 100644 --- a/XAgentServer/models/user.py +++ b/XAgentServer/models/user.py @@ -5,34 +5,6 @@ class XAgentUser(metaclass=abc.ABCMeta): - """ - A class to represent a XAgent User. - - Attributes - ---------- - user_id : str - The unique id of the user. - email : str - The email address of the user. - name : str - The name of the user. - token : str - The token of the user. - available : bool, optional (True by default) - The availability status of a user. - corporation : str, optional (None by default) - The corporation the user belongs to. - industry : str, optional (None by default) - The industry the user belongs to. - position : str, optional (None by default) - The position of the user in the corporation. - create_time : str, optional (None by default) - The creation time of the user profile. - update_time : str, optional (None by default) - The last update time of the user profile - deleted : bool, optional (False by default) - The deletion status of a user. - """ def __init__(self, user_id: str, @@ -45,7 +17,8 @@ def __init__(self, position: str = None, create_time: str = None, update_time: str = None, - deleted: bool = False): + deleted: bool = False, + is_beta: bool = False,): self.user_id = user_id self.email = email self.name = name @@ -57,16 +30,9 @@ def __init__(self, self.create_time = create_time self.update_time = update_time self.deleted = deleted + self.is_beta = is_beta - def to_dict(self) -> dict: - """ - Converts the User object to a dictionary. - - Returns - ------- - dict - The User object as a dictionary. - """ + def to_dict(self): return { "user_id": self.user_id, "email": self.email, @@ -78,35 +44,15 @@ def to_dict(self) -> dict: "position": self.position, "create_time": self.create_time, "update_time": self.update_time, - "deleted": self.deleted + "deleted": self.deleted, + "is_beta": self.is_beta } - def to_json(self) -> str: - """ - Converts the User object to a JSON string. - - Returns - ------- - str - The User object as a JSON string. - """ + def to_json(self): return json.dumps(self.to_dict(), indent=2, ensure_ascii=False) @staticmethod def from_dict(user_dict: dict): - """ - Converts a dictionary to a User object. - - Args - ---- - user_dict : dict - dictionary representing a User object. - - Returns - ------- - XAgentUser object. - - """ return XAgentUser( user_id=user_dict["user_id"], email=user_dict["email"], @@ -118,52 +64,19 @@ def from_dict(user_dict: dict): position=user_dict["position"], create_time=user_dict["create_time"], update_time=user_dict["update_time"], - deleted=user_dict["deleted"] + deleted=user_dict["deleted"], + is_beta=user_dict["is_beta"] ) @staticmethod def from_json(user_json: str): - """ - Converts a JSON string to a User object. - - Args - ---- - user_json : str - JSON string representing a User object. - - Returns - ------- - XAgentUser object. - """ return XAgentUser.from_dict(json.loads(user_json)) - def is_available(self) -> bool: - """ - Checks the availability of the User. - - Returns - ------- - bool - The availability status of the user. - - """ + def is_available(self): return self.available @staticmethod def from_db(user: User): - """ - Creates XAgentUser instance from a User instance from database. - - Args - ---- - user : User - User instance from database. - - Returns - ------- - XAgentUser - An instance of XAgentUser. - """ user_id = user.user_id email = user.email name = user.name @@ -175,6 +88,7 @@ def from_db(user: User): create_time = user.create_time update_time = user.update_time deleted = user.deleted + is_beta = user.is_beta return XAgentUser( user_id=user_id, email=email, @@ -186,5 +100,7 @@ def from_db(user: User): position=position, create_time=create_time, update_time=update_time, - deleted=deleted - ) \ No newline at end of file + deleted=deleted, + is_beta=is_beta + ) + diff --git a/XAgentServer/models/ws.py b/XAgentServer/models/ws.py deleted file mode 100644 index 517bfff..0000000 --- a/XAgentServer/models/ws.py +++ /dev/null @@ -1,141 +0,0 @@ -""" -This module contains the class XAgentOutputData which is responsible for data handling -in the XAgent Server models. -""" - -import abc -import json -import uuid - -from XAgentServer.models.subtask import Subtask - -class XAgentOutputData(metaclass=abc.ABCMeta): - """ - A class used to handle the output data for XAgent. - - Attributes - ---------- - task_id : str - Unique identifier for the task. - name : str - Name of the task. - goal : str - Goal description of the task. - handler : str - Handler for the task. - tool_budget : int - Budget allotted for the tool. - tool_recommendation : str - Recommendation of the tool used in the task. - subtasks : list[Subtask], optional - List of subtasks involved in the task. - node_id : str, optional - Unique identifier for the node, generated if one is not provided. - - Methods - ------- - to_dict(): - Returns a dictionary representation of the class object. - to_json(): - Returns a JSON formatted string representation of the class object. - from_json(json_data: dict) -> XAgentOutputData: - Returns a class object with attributes set by the json data. - update(update_data: dict) -> XAgentOutputData: - Updates the class object with the provided data and returns the updated object. - - """ - - def __init__(self, task_id: str, - name: str, - goal: str, - handler: str, - tool_budget: int, - tool_recommendation: str, - subtasks: None, - node_id: str = None): - """ - Constructs all the necessary attributes for the XAgentOutputData object. - - Parameters: - task_id (str): Unique identifier for the task. - name (str): Name of the task. - goal (str): Goal description of the task. - handler (str): Handler for the task. - tool_budget (int): Budget allotted for tool. - tool_recommendation (str): Recommendation of the tool used. - subtasks (None | list[Subtask]): List of subtasks involved in the task. Defaults to an empty list. - node_id (str): Unique identifier for the node. Defaults to uuid set by system. - """ - - if subtasks is None: - subtasks = [] - self.name = name - self.goal = goal - self.handler = handler - self.tool_budget = tool_budget - self.task_id = task_id - self.subtasks = subtasks - self.tool_recommendation = tool_recommendation - if node_id is None: - self.node_id = uuid.uuid4().hex - else: - self.node_id = node_id - - def to_dict(self): - """ - Converts the XAgentOutputData object to a dictionary. - - Returns: - dict: A dictionary representation of the XAgentOutputData object. - """ - - return { - "task_id": self.task_id, - "node_id": self.node_id, - "name": self.name, - "goal": self.goal, - "handler": self.handler, - "tool_budget": self.tool_budget, - "subtasks": [ - subtask.to_dict() for subtask in self.subtasks - ], - "tool_recommendation": self.tool_recommendation - } - - def to_json(self): - """ - Converts the XAgentOutputData object to a json formatted string. - - Returns: - str: A json formatted string representation of the XAgentOutputData object. - """ - - return json.dumps(self.to_dict(), indent=2, ensure_ascii=False) - - @classmethod - def from_json(cls, json_data): - """ - Creates a new XAgentOutputData object from json data. - - Args: - json_data (dict): A dictionary of attributes of XAgentOutputData object. - - Returns: - XAgentOutputData: A new instance of XAgentOutputData. - """ - return cls(**json_data) - - def update(self, update_data: dict): - """ - Updates the XAgentOutputData object with the provided data. - - Args: - update_data (dict): A dictionary of attributes of XAgentOutputData object to update. - - Returns: - XAgentOutputData: The updated instance of XAgentOutputData. - """ - - for k, v in update_data.items(): - setattr(self, k, v) - return self \ No newline at end of file diff --git a/XAgentServer/request_body.py b/XAgentServer/request_body.py deleted file mode 100644 index a0644dd..0000000 --- a/XAgentServer/request_body.py +++ /dev/null @@ -1,71 +0,0 @@ -import re -from typing import Optional, Union -from fastapi import Form -from pydantic import BaseModel, validator - -class User(BaseModel): - """ - A User model. - - Args: - email (str): The email address of the user. - token (Optional[str], optional): A token associated with the user. It may be None. - - Raises: - ValueError: If the email address is empty or invalid. - - Attributes: - email (str): The email address of the user. - token (Optional[str], optional): A token associated with the user. It may be None. - """ - - email: str - token: Optional[str] = None - - @validator("email") - def email_is_valid(cls, v): - """ - Validates the email address. - - Args: - v (str): The email address to be validated. - - Returns: - The valid email. - - Raises: - ValueError: If ‘v’ is empty or invalid. - """ - - if v == "": - raise ValueError("email is empty") - if re.match(r"[^@]+@[^@]+\.[^@]+", v) == None: - raise ValueError("email is invalid") - - return v - - - - # @validator("email") - # def email_is_valid(cls, v): - # if v == "": - # raise ValueError("email is empty") - # if re.match(r"[^@]+@[^@]+\.[^@]+", v) == None: - # raise ValueError("email is invalid") - - # return v - - -class RequestBody(BaseModel): - """ - A model for the request body coming from an API request. - - Attributes: - token (str): A unique string serving as the token of the request. - query (str): A query string associated with the request. - mode (str): Specifies the mode of the request. - """ - - token: str - query: str - mode: str \ No newline at end of file diff --git a/XAgentServer/requirements.txt b/XAgentServer/requirements.txt deleted file mode 100644 index 54e12a6..0000000 --- a/XAgentServer/requirements.txt +++ /dev/null @@ -1,18 +0,0 @@ -uvicorn -fastapi -yagmail -inputimeout -sqlalchemy -python-multipart -colorama -json5 -func_timeout -openai -regex -jsonschema -tiktoken -tenacity -pinecone-client -python-dotenv -markdown2 -websockets \ No newline at end of file diff --git a/XAgentServer/response_body.py b/XAgentServer/response_body.py deleted file mode 100644 index 46f332b..0000000 --- a/XAgentServer/response_body.py +++ /dev/null @@ -1,77 +0,0 @@ -import json -from typing import Optional, Union - -from pydantic import BaseModel, Json - - -class ResponseBody(BaseModel): - """ - Class for creating a response body for a request. - - Attributes: - data (Union[str, dict, list, Json, None]): The data to include in the response body. - success (bool): Indicates whether the request was successful. Default is True. - message (Union[str, None]): The message to include in the response body. - """ - - data: Union[str, dict, list, Json, None] = None - success: bool = True - message: Union[str, None] = None - - def to_dict(self): - """ - Converts the response body to a dictionary. - - Returns: - dict: The response body as a dictionary. - """ - return self.dict() - - def to_json(self): - """ - Converts the response body to a JSON string. - - Returns: - str: The response body as a JSON string. - """ - return self.json() - - -class WebsocketResponseBody(): - """ - Class for creating a response body for a Websocket request. - - Attributes: - data (Union[str, dict, list, Json, None]): The data to include in the response body. - status (str): The status of the Websocket request. Default is 'success'. - message (Union[str, None]): The message to include in the response body. - """ - - def __init__(self, data: Union[str, dict, list, Json, None], status: str = "success", message: Union[str, None] = None, **kwargs): - self.data = data - self.status = status - self.message = message - self.extend(kwargs) - - - def to_text(self): - """ - Converts the response body to a text string. - - Returns: - str: The response body as a text string. - """ - return json.dumps(self.__dict__, ensure_ascii=False, indent=2) - - - def extend(self, extend: dict): - """ - Adds additional data to the response body. - - Args: - extend (dict): Dictionary to be added to the response body if its keys don't exist in response. - - """ - for key, value in extend.items(): - if key not in self.__dict__.keys(): - self.__dict__[key] = value \ No newline at end of file diff --git a/XAgentServer/server.py b/XAgentServer/server.py index 0d2f4db..532a2b2 100644 --- a/XAgentServer/server.py +++ b/XAgentServer/server.py @@ -1,141 +1,96 @@ +"""XAgent Server Application +""" import json import os -import traceback +import shutil from colorama import Fore -from XAgentServer.envs import XAgentServerEnv +from XAgent.workflow.task_handler import TaskHandler from XAgentServer.interaction import XAgentInteraction +from XAgentServer.application.core.envs import XAgentServerEnv from XAgentServer.loggers.logs import Logger -# from XAgentServer.manager import manager -from XAgentServer.response_body import WebsocketResponseBody +from XAgentServer.exts.exception_ext import ( + XAgentRunningError, + XAgentUploadFileError) +from XAgent.core import XAgentCoreComponents, XAgentParam class XAgentServer: - def __init__(self) -> None: - """Initialization for XAgentServer class. - - Attributes: - logger (Logger): An instance of Logger class. - """ - self.logger: Logger = None + """XAgent Server Start Class + """ - def set_logger(self, logger): - """Set logger for the XAgentServer. - - Args: - logger (Logger): An instance of Logger class. - """ - self.logger = logger + def __init__(self, logger: Logger) -> None: + self.logger: Logger = logger - async def interact(self, interaction: XAgentInteraction): - """Interact with the XAgent by executing the required tasks, handling the exceptions and logging the details. - - Args: - interaction (XAgentInteraction): An instance of XAgentInteraction class containing interaction details. - - Raises: - Exception: An error occurred accessing the recorder_root_dir. - Exception: An error occurred during task execution. + def interact(self, interaction: XAgentInteraction): + # query = message + """ + XAgent Server Start Function """ - - # additional imports are placed inside the function to avoid circular dependencies issues - from XAgent.agent import (PlanGenerateAgent, PlanRefineAgent, - ReflectAgent, ToolAgent) from XAgent.config import CONFIG as config - from XAgent.global_vars import agent_dispatcher, config - from XAgent.running_recorder import recorder - from XAgent.tool_call_handle import (function_handler, - toolserver_interface) - from XAgent.workflow.base_query import AutoGPTQuery - from XAgent.workflow.task_handler import TaskHandler - from XAgent.workflow.working_memory import WorkingMemoryAgent - - config.reload() - - args = interaction.parameter.args - interaction.base.recorder_root_dir = config.record_dir + xagent_core = None + try: + config.reload() + args = {} + # args + args = interaction.parameter.args - if interaction.base.recorder_root_dir: - # Check if recorder root directory exists - if not os.path.exists(interaction.base.recorder_root_dir): - raise Exception( - f"recorder_root_dir {interaction.base.recorder_root_dir} not exists") - - # Load the recorder from disk and get the query - recorder.load_from_disk(interaction.base.recorder_root_dir) - query = recorder.get_query() self.logger.info( - f"server is running, the start recorder_root_dir is {interaction.base.recorder_root_dir}") - else: - # Create new AutoGPTQuery - query = AutoGPTQuery( - role_name=args.get('role_name', 'Assistant'), - task=args.get('goal', ''), - plan=args.get('plan', [ - ]), + f"server is running, the start query is {args.get('goal', '')}") + xagent_param = XAgentParam() + + # build query + xagent_param.build_query({ + "role_name": "Assistant", + "task": args.get("goal", ""), + "plan": args.get("plan", ["Pay attention to the language in inital goal, alway answer with the same language of the inital goal given."]), + }) + xagent_param.build_config(config) + xagent_core = XAgentCoreComponents() + # build XAgent Core Components + xagent_core.build(xagent_param, interaction=interaction) + + self.logger.info(json.dumps( + xagent_param.config.to_dict(), indent=2)) + self.logger.typewriter_log( + "Human-In-The-Loop", + Fore.RED, + str(xagent_param.config.enable_ask_human_for_help), ) - - self.logger.info(f"server is running, the start query is {args.get('goal', '')}") - - # Register config and query to the recorder - recorder.regist_query(query) - recorder.regist_config(config) - - self.logger.info(json.dumps(config.to_dict(), indent=2)) - self.logger.typewriter_log( - "Human-In-The-Loop", - Fore.RED, - str(config.enable_ask_human_for_help), - ) - # Initialize toolserver interface with the config - toolserver_interface.lazy_init(config=config) - - # Get the working memory function for communication between different agents - working_memory_function = WorkingMemoryAgent.get_working_memory_function() - subtask_functions, tool_functions_description_list = function_handler.get_functions( - config) - - all_functions = subtask_functions + working_memory_function - - avaliable_agents = [ - PlanGenerateAgent, - PlanRefineAgent, - ToolAgent, - ReflectAgent, - ] - - for agent in avaliable_agents: - agent_dispatcher.regist_agent(agent) - - upload_files = args.get("file_list", []) - if upload_files is not None: - upload_files = [os.path.join(XAgentServerEnv.Upload.upload_dir, interaction.base.user_id, file) for file in upload_files] - for file_path in upload_files: + file_list = interaction.base.file_list + for file in file_list: + file_uuid = file.get("uuid", "") + file_name = file.get("name", "") + file_path = os.path.join(XAgentServerEnv.Upload.upload_dir, + interaction.base.user_id, file_uuid) + + upload_dir = os.path.join( + xagent_core.base_dir, "upload") + if not os.path.exists(upload_dir): + os.makedirs(upload_dir) + # 拷贝到workspace + if os.path.exists(file_path): + shutil.copy(file_path, os.path.join(upload_dir, file_name)) + + new_file = os.path.join(upload_dir, file_name) try: - toolserver_interface.upload_file(file_path) + xagent_core.toolserver_interface.upload_file(new_file) except Exception as e: self.logger.typewriter_log( "Error happens when uploading file", Fore.RED, - f"{file_path}\n{e}", + f"{new_file}\n{e}", ) + raise XAgentUploadFileError(str(e)) from e - task_handler = TaskHandler( - config=config, - query=query, - interaction=interaction, - function_list=all_functions, - tool_functions_description_list=tool_functions_description_list, - ) - - try: - self.logger.info(f"Start outer loop async") - await task_handler.outer_loop_async() + task_handler = TaskHandler(xagent_core=xagent_core, + xagent_param=xagent_param) + self.logger.info("Start outer loop async") + task_handler.outer_loop() except Exception as e: - self.logger.info(traceback.format_exc()) - raise e + raise XAgentRunningError(str(e)) from e finally: - toolserver_interface.download_all_files() - toolserver_interface.close() \ No newline at end of file + if xagent_core is not None: + xagent_core.close() diff --git a/XAgentServer/utils.py b/XAgentServer/utils.py deleted file mode 100644 index 27e2edb..0000000 --- a/XAgentServer/utils.py +++ /dev/null @@ -1,257 +0,0 @@ -import abc -import asyncio -import json -import os -import random -import shutil -import time -import traceback - -from fastapi import WebSocket - -from XAgentServer.database import InteractionBaseInterface, UserBaseInterface -from XAgentServer.envs import XAgentServerEnv -from XAgentServer.models.interaction import InteractionBase -from XAgentServer.models.shared_interaction import SharedInteractionBase -from XAgentServer.response_body import WebsocketResponseBody - - -class Util(metaclass=abc.ABCMeta): - """ - Base utility class with static methods for sending and receiving messages. - """ - - @staticmethod - def send_message(client, message): - """ - Sends a message from a client. - - Args: - client: The client. - message: The message to be sent. - - """ - client.sendall(message.encode()) - - @staticmethod - def recv_message(client): - """ - Receives a message from a client. - - Args: - client: The client. - - Returns: - Returns a message sent by the client. - - """ - return client.recv(1024).decode() - - -class AutoReplayUtil(metaclass=abc.ABCMeta): - """ - Utility class with static methods to handle automatic replay. - """ - - @staticmethod - async def do_replay(websocket: WebSocket, base: InteractionBase): - """ - Performs a replay of an interaction. - - Args: - websocket: WebSocket object used to implement the communication. - base: InteractionBase object containing the details of the interaction to replay. - - """ - with open(os.path.join(XAgentServerEnv.base_dir, "localstorage", "interact_records", base.create_time[:10], base.interaction_id, "cache.json"), "r") as f: - history = json.load(f) - - await AutoReplayUtil.do_replay_start(websocket, history) - - @staticmethod - async def do_replay_start(websocket: WebSocket, history: dict): - """ - Starts the replay of interaction. - - Args: - websocket: WebSocket object used to implement the communication. - history: Dictionary containing history of user interaction. - - """ - init_data = {} - for key, value in history.items(): - if key == "subtasks": - init_data[key] = [{**v, "inner": []} for v in value] - else: - init_data[key] = value - - await asyncio.sleep(random.randint(1, 5)) - await websocket.send_text(WebsocketResponseBody(status="start", data=init_data, message="success").to_text()) - await AutoReplayUtil.do_auto_replay(websocket, history) - - @staticmethod - async def do_auto_replay(websocket: WebSocket, history: dict): - """ - Performs the automatic replay of interaction. - - Args: - websocket: WebSocket object used to implement the communication. - history: Dictionary containing history of user interaction. - - """ - - cache_list = history.get("subtasks", []) - item = cache_list.pop(0) - while item is not None: - inner = item.get("inner", []) - if inner: - inner_props = inner.pop(0) - while inner_props is not None: - send = True - tool_name = inner_props.get("using_tools", {}).get( - "tool_name", "") if isinstance(inner_props, dict) else "" - - await asyncio.sleep(random.randint(1, 5)) - if tool_name == "subtask_submit": - send_data = { - "task_id": item.get("task_id", ""), - "name": item.get("name", ""), - "goal": item.get("goal", ""), - "handler": item.get("handler", ""), - "data": inner_props, - "current": item.get("task_id", ""), - "status": "subtask_submit", - "message": "" - } - - else: - send_data = { - "task_id": item.get("task_id", ""), - "name": item.get("name", ""), - "goal": item.get("goal", ""), - "handler": item.get("handler", ""), - "data": inner_props, - "current": item.get("task_id", ""), - "status": "inner", - "message": "" - } - await websocket.send_text(WebsocketResponseBody(**send_data).to_text()) - if inner: - inner_props = inner.pop(0) - else: - inner_props = None - if inner_props is None: - await asyncio.sleep(random.randint(1, 5)) - send_data = { - "task_id": item.get("task_id", ""), - "name": item.get("name", ""), - "goal": item.get("goal", ""), - "handler": item.get("handler", ""), - "data": item.get("refinement", {}), - "current": item.get("task_id", ""), - "status": "refinement", - "message": "" - } - await websocket.send_text(WebsocketResponseBody(**send_data).to_text()) - await asyncio.sleep(5) - - if cache_list: - await asyncio.sleep(random.randint(1, 5)) - sub_send_data = { - "data": [{**r_, "inner": []}for r_ in cache_list], - "current": cache_list[0]["task_id"], - "status": "subtask", - "message": "" - } - - await websocket.send_text(WebsocketResponseBody(**sub_send_data).to_text()) - item = cache_list.pop(0) - else: - item = None - - -class ShareUtil(metaclass=abc.ABCMeta): - """ - Utility class with static methods to handle the sharing of interactions. - - Attributes: - db: InteractionBaseInterface object to connect to the interactions database. - user_db: UserBaseInterface object to connect to the user's database. - """ - db: InteractionBaseInterface = None - user_db: UserBaseInterface = None - - @staticmethod - def register_db(db, user_db): - """ - Registers the interaction database and user's database. - - Args: - db: The interaction database. - user_db: The user's database. - - """ - ShareUtil.db = db - ShareUtil.user_db = user_db - - @staticmethod - def share_interaction(interaction_id: str, user_id: str): - """ - Shares an interaction. - - Args: - interaction_id: The ID of the interaction. - user_id: The ID of the user who owns the interaction. - - Returns: - True if the interaction was successfully shared, False otherwise. - - """ - try: - interaction = ShareUtil.db.get_interaction(interaction_id) - if interaction is None: - return False - user_name = ShareUtil.user_db.get_user(user_id).name - record_dir = os.path.join(XAgentServerEnv.base_dir, "localstorage", "interact_records", interaction.create_time[:10], interaction_id) - if not os.path.exists(record_dir): - return False - shared_dir = os.path.join(XAgentServerEnv.base_dir, "localstorage", "shared_interact_records", interaction_id) - if not os.path.exists(shared_dir): - - os.makedirs(shared_dir) - for file in os.listdir(record_dir): - shutil.copy(os.path.join(record_dir, file), shared_dir) - shared = SharedInteractionBase(interaction_id=interaction_id, - user_name=user_name, - create_time=interaction.create_time, - update_time=interaction.update_time, - description=interaction.description, - agent=interaction.agent, - mode=interaction.mode, - is_deleted=interaction.is_deleted, - star=0, - record_dir=shared_dir, - ) - ShareUtil.db.add_share(shared) - return True - except Exception as e: - traceback.print_exc() - return False - - - @staticmethod - async def do_replay(websocket: WebSocket, shared: SharedInteractionBase): - """ - Performs a replay of a shared interaction. - - Args: - websocket: WebSocket object used to implement the communication. - shared: SharedInteractionBase object containing the details of the shared interaction to replay. - - """ - with open(os.path.join(shared.record_dir, "cache.json"), "r") as f: - history = json.load(f) - - await AutoReplayUtil.do_replay_start(websocket, history) - - diff --git a/XAgentWeb/.env.development.local b/XAgentWeb/.env.development.local new file mode 100644 index 0000000..0695135 --- /dev/null +++ b/XAgentWeb/.env.development.local @@ -0,0 +1 @@ +VITE_BACKEND_URL=http://localhost:8090 \ No newline at end of file diff --git a/XAgentWeb/.env.production b/XAgentWeb/.env.production new file mode 100644 index 0000000..0695135 --- /dev/null +++ b/XAgentWeb/.env.production @@ -0,0 +1 @@ +VITE_BACKEND_URL=http://localhost:8090 \ No newline at end of file diff --git a/XAgentWeb/.env.test.local b/XAgentWeb/.env.test.local new file mode 100644 index 0000000..0695135 --- /dev/null +++ b/XAgentWeb/.env.test.local @@ -0,0 +1 @@ +VITE_BACKEND_URL=http://localhost:8090 \ No newline at end of file diff --git a/XAgentWeb/.gitignore b/XAgentWeb/.gitignore index 163eb95..d763a15 100644 --- a/XAgentWeb/.gitignore +++ b/XAgentWeb/.gitignore @@ -13,6 +13,7 @@ yarn-debug.log* yarn-error.log* yarn.lock package-lock.json +.env.test.local tests/**/coverage/ # Editor directories and files diff --git a/XAgentWeb/README.md b/XAgentWeb/README.md index 0c5fa8e..cddaf1b 100644 --- a/XAgentWeb/README.md +++ b/XAgentWeb/README.md @@ -2,7 +2,10 @@ A large-scale agent-based model by Tsinghua University NLP lab. +## Requirements 环境要求 +- Node.js >= 16.0.0 +- npm >= 9.0.0 ## Install Dependencies 安装依赖 @@ -10,8 +13,6 @@ A large-scale agent-based model by Tsinghua University NLP lab. npm install ``` -## Modify code in Node_Modules 修改node_modules中的文件 - ## Run 运行 diff --git a/XAgentWeb/auto-imports.d.ts b/XAgentWeb/auto-imports.d.ts index 7c13a48..d4ad21e 100644 --- a/XAgentWeb/auto-imports.d.ts +++ b/XAgentWeb/auto-imports.d.ts @@ -101,6 +101,7 @@ declare global { const shallowReactive: typeof import('vue')['shallowReactive'] const shallowReadonly: typeof import('vue')['shallowReadonly'] const shallowRef: typeof import('vue')['shallowRef'] + const shareRequest: typeof import('./src/composables/useApi')['shareRequest'] const store: typeof import('./src/store/index')['store'] const storeToRefs: typeof import('pinia')['storeToRefs'] const syncRef: typeof import('@vueuse/core')['syncRef'] @@ -208,6 +209,7 @@ declare global { const useIdle: typeof import('@vueuse/core')['useIdle'] const useImage: typeof import('@vueuse/core')['useImage'] const useInfiniteScroll: typeof import('@vueuse/core')['useInfiniteScroll'] + const useInitChatPreparation: typeof import('./src/composables/useApi')['useInitChatPreparation'] const useInitWaterMark: typeof import('./src/composables/useUtil')['useInitWaterMark'] const useIntersectionObserver: typeof import('@vueuse/core')['useIntersectionObserver'] const useInterval: typeof import('@vueuse/core')['useInterval'] @@ -315,6 +317,7 @@ declare global { const useWindowOpen: typeof import('./src/composables/useUtil')['useWindowOpen'] const useWindowScroll: typeof import('@vueuse/core')['useWindowScroll'] const useWindowSize: typeof import('@vueuse/core')['useWindowSize'] + const useWorkspaceFileRequest: typeof import('./src/composables/useApi')['useWorkspaceFileRequest'] const watch: typeof import('vue')['watch'] const watchArray: typeof import('@vueuse/core')['watchArray'] const watchAtMost: typeof import('@vueuse/core')['watchAtMost'] @@ -434,6 +437,7 @@ declare module 'vue' { readonly shallowReactive: UnwrapRef readonly shallowReadonly: UnwrapRef readonly shallowRef: UnwrapRef + readonly shareRequest: UnwrapRef readonly store: UnwrapRef readonly storeToRefs: UnwrapRef readonly syncRef: UnwrapRef @@ -541,6 +545,7 @@ declare module 'vue' { readonly useIdle: UnwrapRef readonly useImage: UnwrapRef readonly useInfiniteScroll: UnwrapRef + readonly useInitChatPreparation: UnwrapRef readonly useInitWaterMark: UnwrapRef readonly useIntersectionObserver: UnwrapRef readonly useInterval: UnwrapRef @@ -648,6 +653,7 @@ declare module 'vue' { readonly useWindowOpen: UnwrapRef readonly useWindowScroll: UnwrapRef readonly useWindowSize: UnwrapRef + readonly useWorkspaceFileRequest: UnwrapRef readonly watch: UnwrapRef readonly watchArray: UnwrapRef readonly watchAtMost: UnwrapRef diff --git a/XAgentWeb/components.d.ts b/XAgentWeb/components.d.ts index 33aa5be..cc1cc5d 100644 --- a/XAgentWeb/components.d.ts +++ b/XAgentWeb/components.d.ts @@ -7,6 +7,7 @@ export {} declare module '@vue/runtime-core' { export interface GlobalComponents { + ElBadge: typeof import('element-plus/es')['ElBadge'] ElButton: typeof import('element-plus/es')['ElButton'] ElCollapse: typeof import('element-plus/es')['ElCollapse'] ElCollapseItem: typeof import('element-plus/es')['ElCollapseItem'] diff --git a/XAgentWeb/index.html b/XAgentWeb/index.html index 0e9e58f..99ead67 100644 --- a/XAgentWeb/index.html +++ b/XAgentWeb/index.html @@ -2,7 +2,7 @@ - + @@ -10,8 +10,17 @@ XAgent - - + + + + + + + + + + +
diff --git a/XAgentWeb/package.json b/XAgentWeb/package.json index d07cd59..da3a199 100644 --- a/XAgentWeb/package.json +++ b/XAgentWeb/package.json @@ -4,14 +4,8 @@ "version": "0.0.0", "type": "module", "scripts": { - "dev": "vite --host", - "build": "vite build", - "build:test": "npm run clean && vue-tsc &&cross-env type=test vite build && npm run zip:test", - "build:prod": "npm run clean && vue-tsc && cross-env type=prod vite build && npm run zip:prod", - "build:prod_docker": "npm run clean && vue-tsc && cross-env type=prod vite build", - "clean": "rm -r -f dist $npm_package_name.test.zip $npm_package_name.zip", - "zip:test": "zip -r -q $npm_package_name.test.zip dist", - "zip:prod": "zip -r -q $npm_package_name.zip dist" + "dev": "vite --host --mode development", + "build": "vite build --mode production" }, "dependencies": { "@codemirror/lang-python": "^6.1.3", @@ -21,17 +15,24 @@ "codemirror": "^6.0.1", "element-plus": "^2.2.28", "primevue": "^3.34.1", - "sass": "^1.57.1", + "react": "^18.2.0", + "react-dom": "^18.2.0", + "@emotion/react": "^11.11.1", + "@emotion/styled": "^11.11.0", + "@mui/icons-material": "^5.14.16", + "@mui/material": "^5.14.17", + "antd": "^5.11.1", + "sass": "^1.69.5", "sass-loader": "^13.2.0", "save": "^2.9.0", "uuid": "^9.0.1", + "v-viewer": "^3.0.10", + "viewer": "0.10.11", "viewerjs": "^1.11.6", "vue": "^3.2.45", "vue-codemirror": "^6.1.1", "vue-json-viewer": "^3.0.4", - "vue-router": "^4.1.6", - "v-viewer": "^3.0.10", - "viewer": "0.10.11" + "vue-router": "^4.1.6" }, "devDependencies": { "@commitlint/cli": "^17.3.0", @@ -43,7 +44,8 @@ "@types/node": "^18.14.6", "@types/uuid": "^9.0.3", "@typescript-eslint/parser": "^5.49.0", - "@vitejs/plugin-vue": "^4.0.0", + "@vitejs/plugin-react": "^4.1.1", + "@vitejs/plugin-vue": "^4.4.1", "@vueuse/core": "^9.12.0", "axios": "^1.3.4", "clipboard": "^2.0.11", diff --git a/XAgentWeb/public/third/notebook-js/styles/notebook.css b/XAgentWeb/public/third/notebook-js/styles/notebook.css new file mode 100644 index 0000000..fbce69c --- /dev/null +++ b/XAgentWeb/public/third/notebook-js/styles/notebook.css @@ -0,0 +1,84 @@ +.nb-notebook { + line-height: 1.5; +} + +.nb-stdout, .nb-stderr { + white-space: pre-wrap; + margin: 1em 0; + padding: 0.1em 0.5em; +} + +.nb-stderr { + background-color: #FAA; +} + +.nb-cell + .nb-cell { + margin-top: 0.5em; +} + +.nb-output table { + border: 1px solid #000; + border-collapse: collapse; +} + +.nb-output th { + font-weight: bold; +} + +.nb-output th, .nb-output td { + border: 1px solid #000; + padding: 0.25em; + text-align: left; + vertical-align: middle; + border-collapse: collapse; +} + +.nb-notebook blockquote { + border-left: 5px solid #CCC; + margin-left: 0; + padding-left: 1em; +} + +.nb-cell { + position: relative; +} + +.nb-raw-cell { + white-space: pre-wrap; + background-color: #f5f2f0; + font-family: Consolas, Monaco, 'Andale Mono', monospace; + padding: 1em; + margin: .5em 0; +} + +.nb-output { + min-height: 1em; + width: 100%; + overflow-x: scroll; + border-right: 1px dotted #CCC; +} + +.nb-output img { + max-width: 100%; +} + +.nb-output:before, .nb-input:before { + position: absolute; + font-family: monospace; + color: #333 !important; + left: -7.5em; + width: 7em; + text-align: right; +} + +.nb-input:before { + content: "In [" attr(data-prompt-number) "]:"; +} +.nb-output:before { + content: "Out [" attr(data-prompt-number) "]:"; +} + +div[style="max-height:1000px;max-width:1500px;overflow:auto;"] { + max-height: none !important; +} + diff --git a/XAgentWeb/public/third/notebook-js/styles/vendor/fonts/KaTeX_AMS-Regular.ttf b/XAgentWeb/public/third/notebook-js/styles/vendor/fonts/KaTeX_AMS-Regular.ttf new file mode 100644 index 0000000000000000000000000000000000000000..737cf8eb58a98d8717f742fca3f10f6d214e4e22 GIT binary patch literal 70936 zcmd44d4OA2c{hB|x%;B!Y8@@38A&seW?!U{X7h~f@jBxf@5^|1#_<{_CW~Vyc48c7 zagrv4kU$m^!cz7oZ4#1xg|gH3WhX#r+5&~XEd>ez0_B5P{(k3NX*_o9B=FaVf=9YK 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M}(_self);"undefined"!=typeof module&&module.exports&&(module.exports=Prism),"undefined"!=typeof global&&(global.Prism=Prism); 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    -
    + +
    + + + + + + + + + + Workspace + + + + -
    - Disclaimer: The content is probabilistically generated by the model, + +
    + + Disclaimer: The content is probabilistically generated by the model, and does NOT represent the developer's viewpoint -
    + +
    + +
    + +
    + @@ -330,13 +402,14 @@ const clearHistory = () => { position: relative; gap: 8px; justify-content: flex-start; + align-items: flex-start; word-break: break-all; user-select: none; font-family: MiSans-Normal; font-size: 14px; color: #777e91; margin: 0 10px; - padding: 16px 18px; + padding: 14px 18px; --line-clamp: 2; text-overflow: ellipsis; @@ -344,6 +417,10 @@ const clearHistory = () => { width: 16px; } + .ellipsis { + line-height: 18px; + } + &:hover { // color: #3d4ac6; background: #fff; @@ -351,13 +428,10 @@ const clearHistory = () => { .delete_btn { display: flex; width: auto; - - - } } .delete_btn { - width: auto; + width: 50px; height: 100%; background-image: linear-gradient(269deg, #ffffff 50%, rgba(255, 255, 255, 0) 100%); border-radius: 4px; @@ -367,6 +441,8 @@ const clearHistory = () => { display: none; align-items: center; justify-content: flex-end; + padding-left: 20px; + span { display: inline-flex; justify-content: center; @@ -378,6 +454,7 @@ const clearHistory = () => { &:hover { background: #e1e5fa; border-radius: 4px; + :deep(svg) { // margin: 0 12px 0 auto; width: 14px; @@ -412,26 +489,32 @@ const clearHistory = () => { content: attr(data-loading); } } -.clear-btn-border{ - height: 63px; - padding: 10px 24px; - position: absolute; - left: 0; - bottom: 0; - width: 100%; + .clear-btn-border{ + height: 63px; + padding: 10px 24px; + position: absolute; + left: 0; + bottom: 0; + width: 100%; + background: #fff; - .clear-btn { - cursor: pointer; - border: 1px solid #c1c1c1; - border-radius: 4px; - height: 43px; - width: 100%; - font-family: PingFangSC-Regular; - font-size: 14px; - color: #777e91; + .clear-btn { + cursor: pointer; + border: 1px solid #c1c1c1; + border-radius: 4px; + height: 43px; + width: 100%; + font-family: PingFangSC-Regular; + font-size: 14px; + color: #777e91; - } -} + } + + + :deep(.el-dropdown-link) { + user-select: none; + } + } } .dropdown-menu { @@ -443,6 +526,14 @@ const clearHistory = () => { width: 100%; padding: 0; text-align: center; + display: flex; + justify-content: center; + align-items: center; + + svg { + margin-top: 5px; + margin-right: 8px; + } } @@ -503,8 +594,10 @@ const clearHistory = () => { width: 212px !important; } -.el-dropdown-link { - user-select: none; -} +@media screen and (max-height: 600px) { + .no-data { + display: none + } +} diff --git a/XAgentWeb/src/views/playground/components/ImageFileViewer.vue b/XAgentWeb/src/views/playground/components/ImageFileViewer.vue new file mode 100644 index 0000000..05fff87 --- /dev/null +++ b/XAgentWeb/src/views/playground/components/ImageFileViewer.vue @@ -0,0 +1,33 @@ + + + + + \ No newline at end of file diff --git a/XAgentWeb/src/views/playground/components/ImageViewer.vue b/XAgentWeb/src/views/playground/components/ImageViewer.vue deleted file mode 100644 index 8ea2b7f..0000000 --- a/XAgentWeb/src/views/playground/components/ImageViewer.vue +++ /dev/null @@ -1,89 +0,0 @@ - - - - - diff --git a/XAgentWeb/src/views/playground/components/ImagesViewer.vue b/XAgentWeb/src/views/playground/components/ImagesViewer.vue new file mode 100644 index 0000000..a890c03 --- /dev/null +++ b/XAgentWeb/src/views/playground/components/ImagesViewer.vue @@ -0,0 +1,172 @@ + + + + + diff --git a/XAgentWeb/src/views/playground/components/Inferencing.vue b/XAgentWeb/src/views/playground/components/Inferencing.vue index 0daa815..638b242 100644 --- a/XAgentWeb/src/views/playground/components/Inferencing.vue +++ b/XAgentWeb/src/views/playground/components/Inferencing.vue @@ -54,7 +54,7 @@ 🔧 Using Tools: success quote for olato quotes
    - showDetail + showDetail @@ -89,7 +89,6 @@ import { ref } from 'vue' import ModalInfo from './ModalInfo.vue' import { ElMessage } from 'element-plus' - import { getModalData, getNewTaskData } from '/@/mockApi/index' import SubmitSubtaskInfo from "./SubmitSubtaskInfo.vue" const chatMsgInfoStore = useHistoryTalkStore() @@ -104,6 +103,7 @@ "subTaskNumber", "innerNumber", "isFreezed" ]); + const isEndNode = computed(() => props.isEndNode as boolean); const isFreezed = computed(() => props.isFreezed as boolean); const subTaskNumber = computed(() => props.subTaskNumber) @@ -177,12 +177,8 @@ const param = toRaw(dataItem) emit('runToNext', { - ...param, - ...{ - thought: thought.value, - apiName: apiName.value, - apiParameter: apiParameter.value, - } + subTaskNumber: subTaskNumber.value, + innerNumber: innerNumber.value, }); runLoading.value = false @@ -233,31 +229,6 @@ // runActive(false) } }) - const showModal = async () => { - const {data: res} = await getModalData({ id: '111' }) - // 此API在正式环境不可用 - - // return - - // "code": 0, - // "message": "Success", - // "data": { - // "infos": [] - // } - - if(res.code === 0) { - dialogVisible.value = true - list.value = res.data.infos - } else { - ElMessage({ - message: h('p', null, [ - h('span', null, 'network error'), - h('i', { style: 'color: teal' }, 'VNode'), - ]), - }) - } - - } const handleClose = (done: () => void) => { done() diff --git a/XAgentWeb/src/views/playground/components/PythonNotebookViewer.vue b/XAgentWeb/src/views/playground/components/PythonNotebookViewer.vue new file mode 100644 index 0000000..5f8de89 --- /dev/null +++ b/XAgentWeb/src/views/playground/components/PythonNotebookViewer.vue @@ -0,0 +1,84 @@ + + + + + \ No newline at end of file diff --git a/XAgentWeb/src/views/playground/components/Setting.vue b/XAgentWeb/src/views/playground/components/Setting.vue index 1d60830..5fa0119 100644 --- a/XAgentWeb/src/views/playground/components/Setting.vue +++ b/XAgentWeb/src/views/playground/components/Setting.vue @@ -78,14 +78,7 @@
    --> - - - - diff --git a/XAgentWeb/src/views/playground/components/SubmitSubtaskInfo.vue b/XAgentWeb/src/views/playground/components/SubmitSubtaskInfo.vue index 29419a7..24d1d52 100644 --- a/XAgentWeb/src/views/playground/components/SubmitSubtaskInfo.vue +++ b/XAgentWeb/src/views/playground/components/SubmitSubtaskInfo.vue @@ -1,18 +1,19 @@

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artsuit"),pa("\\image","\\Im"),pa("\\infin","\\infty"),pa("\\Iota","\\mathrm{I}"),pa("\\isin","\\in"),pa("\\Kappa","\\mathrm{K}"),pa("\\larr","\\leftarrow"),pa("\\lArr","\\Leftarrow"),pa("\\Larr","\\Leftarrow"),pa("\\lrarr","\\leftrightarrow"),pa("\\lrArr","\\Leftrightarrow"),pa("\\Lrarr","\\Leftrightarrow"),pa("\\Mu","\\mathrm{M}"),pa("\\natnums","\\mathbb{N}"),pa("\\Nu","\\mathrm{N}"),pa("\\Omicron","\\mathrm{O}"),pa("\\plusmn","\\pm"),pa("\\rarr","\\rightarrow"),pa("\\rArr","\\Rightarrow"),pa("\\Rarr","\\Rightarrow"),pa("\\real","\\Re"),pa("\\reals","\\mathbb{R}"),pa("\\Reals","\\mathbb{R}"),pa("\\Rho","\\mathrm{P}"),pa("\\sdot","\\cdot"),pa("\\sect","\\S"),pa("\\spades","\\spadesuit"),pa("\\sub","\\subset"),pa("\\sube","\\subseteq"),pa("\\supe","\\supseteq"),pa("\\Tau","\\mathrm{T}"),pa("\\thetasym","\\vartheta"),pa("\\weierp","\\wp"),pa("\\Zeta","\\mathrm{Z}"),pa("\\argmin","\\DOTSB\\operatorname*{arg\\,min}"),pa("\\argmax","\\DOTSB\\operatorname*{arg\\,max}"),pa("\\plim","\\DOTSB\\mathop{\\operatorname{plim}}\\limits"),pa("\\bra","\\mathinner{\\langle{#1}|}"),pa("\\ket","\\mathinner{|{#1}\\rangle}"),pa("\\braket","\\mathinner{\\langle{#1}\\rangle}"),pa("\\Bra","\\left\\langle#1\\right|"),pa("\\Ket","\\left|#1\\right\\rangle"),pa("\\blue","\\textcolor{##6495ed}{#1}"),pa("\\orange","\\textcolor{##ffa500}{#1}"),pa("\\pink","\\textcolor{##ff00af}{#1}"),pa("\\red","\\textcolor{##df0030}{#1}"),pa("\\green","\\textcolor{##28ae7b}{#1}"),pa("\\gray","\\textcolor{gray}{#1}"),pa("\\purple","\\textcolor{##9d38bd}{#1}"),pa("\\blueA","\\textcolor{##ccfaff}{#1}"),pa("\\blueB","\\textcolor{##80f6ff}{#1}"),pa("\\blueC","\\textcolor{##63d9ea}{#1}"),pa("\\blueD","\\textcolor{##11accd}{#1}"),pa("\\blueE","\\textcolor{##0c7f99}{#1}"),pa("\\tealA","\\textcolor{##94fff5}{#1}"),pa("\\tealB","\\textcolor{##26edd5}{#1}"),pa("\\tealC","\\textcolor{##01d1c1}{#1}"),pa("\\tealD","\\textcolor{##01a995}{#1}"),pa("\\tealE","\\textcolor{##208170}{#1}"),pa("\\greenA","\\textcolor{##b6ffb0}{#1}"),pa("\\greenB","\\textcolor{##8af281}{#1}"),pa("\\greenC","\\textcolor{##74cf70}{#1}"),pa("\\greenD","\\textcolor{##1fab54}{#1}"),pa("\\greenE","\\textcolor{##0d923f}{#1}"),pa("\\goldA","\\textcolor{##ffd0a9}{#1}"),pa("\\goldB","\\textcolor{##ffbb71}{#1}"),pa("\\goldC","\\textcolor{##ff9c39}{#1}"),pa("\\goldD","\\textcolor{##e07d10}{#1}"),pa("\\goldE","\\textcolor{##a75a05}{#1}"),pa("\\redA","\\textcolor{##fca9a9}{#1}"),pa("\\redB","\\textcolor{##ff8482}{#1}"),pa("\\redC","\\textcolor{##f9685d}{#1}"),pa("\\redD","\\textcolor{##e84d39}{#1}"),pa("\\redE","\\textcolor{##bc2612}{#1}"),pa("\\maroonA","\\textcolor{##ffbde0}{#1}"),pa("\\maroonB","\\textcolor{##ff92c6}{#1}"),pa("\\maroonC","\\textcolor{##ed5fa6}{#1}"),pa("\\maroonD","\\textcolor{##ca337c}{#1}"),pa("\\maroonE","\\textcolor{##9e034e}{#1}"),pa("\\purpleA","\\textcolor{##ddd7ff}{#1}"),pa("\\purpleB","\\textcolor{##c6b9fc}{#1}"),pa("\\purpleC","\\textcolor{##aa87ff}{#1}"),pa("\\purpleD","\\textcolor{##7854ab}{#1}"),pa("\\purpleE","\\textcolor{##543b78}{#1}"),pa("\\mintA","\\textcolor{##f5f9e8}{#1}"),pa("\\mintB","\\textcolor{##edf2df}{#1}"),pa("\\mintC","\\textcolor{##e0e5cc}{#1}"),pa("\\grayA","\\textcolor{##f6f7f7}{#1}"),pa("\\grayB","\\textcolor{##f0f1f2}{#1}"),pa("\\grayC","\\textcolor{##e3e5e6}{#1}"),pa("\\grayD","\\textcolor{##d6d8da}{#1}"),pa("\\grayE","\\textcolor{##babec2}{#1}"),pa("\\grayF","\\textcolor{##888d93}{#1}"),pa("\\grayG","\\textcolor{##626569}{#1}"),pa("\\grayH","\\textcolor{##3b3e40}{#1}"),pa("\\grayI","\\textcolor{##21242c}{#1}"),pa("\\kaBlue","\\textcolor{##314453}{#1}"),pa("\\kaGreen","\\textcolor{##71B307}{#1}");var 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t(t,e){this.mode=void 0,this.gullet=void 0,this.settings=void 0,this.leftrightDepth=void 0,this.nextToken=void 0,this.mode="math",this.gullet=new ya(t,e,this.mode),this.settings=e,this.leftrightDepth=0}var e=t.prototype;return e.expect=function(t,e){if(void 0===e&&(e=!0),this.fetch().text!==t)throw new o("Expected '"+t+"', got '"+this.fetch().text+"'",this.fetch());e&&this.consume()},e.consume=function(){this.nextToken=null},e.fetch=function(){return null==this.nextToken&&(this.nextToken=this.gullet.expandNextToken()),this.nextToken},e.switchMode=function(t){this.mode=t,this.gullet.switchMode(t)},e.parse=function(){this.settings.globalGroup||this.gullet.beginGroup(),this.settings.colorIsTextColor&&this.gullet.macros.set("\\color","\\textcolor");var t=this.parseExpression(!1);return this.expect("EOF"),this.settings.globalGroup||this.gullet.endGroup(),t},e.parseExpression=function(e,r){for(var a=[];;){"math"===this.mode&&this.consumeSpaces();var 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n={number:+(a[1]+a[2]),unit:a[3]};if(!At(n))throw new o("Invalid unit: '"+n.unit+"'",e);return{type:"size",mode:this.mode,value:n,isBlank:r}},e.parseUrlGroup=function(t,e){this.gullet.lexer.setCatcode("%",13);var r=this.parseStringGroup("url",t,!0);if(this.gullet.lexer.setCatcode("%",14),!r)return null;var a=r.text.replace(/\\([#$%&~_^{}])/g,"$1");return{type:"url",mode:this.mode,url:a}},e.parseGroup=function(e,r,n,i,s,l){var h=this.mode;s&&this.switchMode(s),l&&this.consumeSpaces();var m,c=this.fetch(),u=c.text;if(r?"["===u:"{"===u||"\\begingroup"===u){this.consume();var p=t.endOfGroup[u];this.gullet.beginGroup();var d=this.parseExpression(!1,p),f=this.fetch();this.expect(p),this.gullet.endGroup(),m={type:"ordgroup",mode:this.mode,loc:a.range(c,f),body:d,semisimple:"\\begingroup"===u||void 0}}else if(r)m=null;else if(null==(m=this.parseFunction(i,e,n)||this.parseSymbol())&&"\\"===u[0]&&!ba.hasOwnProperty(u)){if(this.settings.throwOnError)throw new o("Undefined control sequence: 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