From 9993fb1de0cc9604f447611be25cdccc5e39d69b Mon Sep 17 00:00:00 2001 From: Jerry Z H Date: Wed, 24 Apr 2024 14:37:26 +0800 Subject: [PATCH] feat: Initial commit --- .gitignore | 170 + CHANGELOG.md | 36 + CHANGELOG_zh.md | 36 + LICENSE | 201 + README_PYPI.md | 15 + README_zh.md | 1 + agentuniverse/__init__.py | 7 + agentuniverse/agent/__init__.py | 7 + agentuniverse/agent_serve/__init__.py | 0 agentuniverse/base/__init__.py | 7 + agentuniverse/base/agentuniverse.py | 195 + agentuniverse/base/annotation/__init__.py | 7 + agentuniverse/base/annotation/singleton.py | 21 + agentuniverse/base/component/__init__.py | 7 + .../application_component_manager.py | 26 + .../base/component/component_base.py | 35 + .../base/component/component_configer_util.py | 88 + .../base/component/component_enum.py | 25 + .../base/component/component_manager_base.py | 55 + agentuniverse/base/config/__init__.py | 7 + .../config/application_configer/__init__.py | 7 + .../application_configer/app_configer.py | 91 + .../application_config_manager.py | 32 + .../config/component_configer/__init__.py | 7 + .../component_configer/component_configer.py | 79 + .../component_configer/configers/__init__.py | 7 + .../configers/agent_configer.py | 75 + .../configers/knowledge_configer.py | 59 + .../configers/llm_configer.py | 96 + .../configers/memory_configer.py | 75 + .../configers/planner_configer.py | 71 + .../configers/tool_configer.py | 65 + agentuniverse/base/config/config_type_enum.py | 19 + agentuniverse/base/config/configer.py | 163 + .../base/config/custom_configer/__init__.py | 7 + .../custom_configer/custom_key_configer.py | 25 + agentuniverse/base/context/__init__.py | 7 + .../base/context/framework_context.py | 40 + .../base/context/framework_context_manager.py | 86 + agentuniverse/base/util/__init__.py | 7 + agentuniverse/base/util/env_util.py | 14 + agentuniverse/base/util/logging/__init__.py | 7 + .../base/util/logging/general_logger.py | 206 + .../base/util/logging/logging_config.py | 131 + .../base/util/logging/logging_util.py | 198 + agentuniverse/base/util/memory_util.py | 18 + agentuniverse/base/util/prompt_util.py | 162 + agentuniverse/base/util/system_util.py | 26 + agentuniverse/llm/__init__.py | 7 + agentuniverse/prompt/__init__.py | 6 + agentuniverse_connector/__init__.py | 7 + agentuniverse_extension/__init__.py | 7 + poetry.lock | 4530 +++++++++++++++++ poetry.toml | 2 + pyproject.toml | 114 + requirements.txt | 20 + setup.py | 43 + tests/__init__.py | 7 + tests/test_agentuniverse/__init__.py | 7 + tests/test_agentuniverse/mock/__init__.py | 7 + .../mock/agent_serve/__init__.py | 0 .../mock/agent_serve/mock_agent.py | 0 .../mock_application_config_manager.py | 0 .../mock/agent_serve/mock_service_manager.py | 0 .../mock/agent_serve/mock_simple_service.py | 0 tests/test_agentuniverse/unit/__init__.py | 7 + .../test_agentuniverse/unit/agent/__init__.py | 7 + .../unit/agent/action/__init__.py | 7 + .../unit/agent/action/knowledge/__init__.py | 7 + .../action/knowledge/embedding/__init__.py | 7 + .../knowledge/embedding/test_embedding.py | 37 + .../agent/action/knowledge/test_knowledge.py | 43 + .../test_agentuniverse/unit/agent/config.toml | 33 + .../unit/agent/gunicorn_config.toml | 8 + .../unit/agent/log_config.toml | 32 + .../unit/agent/memory/__init__.py | 7 + .../unit/agent/memory/test_memory.py | 103 + .../unit/agent/test_agent.py | 26 + .../unit/agent_serve/__init__.py | 7 + .../unit/agent_serve/test_service.py | 32 + .../unit/agent_serve/test_service_instance.py | 31 + .../unit/agent_serve/test_service_manager.py | 46 + .../unit/agent_serve/test_web_booster.py | 17 + .../test_agentuniverse/unit/base/__init__.py | 7 + .../unit/base/context/__init__.py | 7 + .../base/context/test_framework_context.py | 55 + .../unit/base/util/__init__.py | 7 + .../unit/base/util/logging/__init__.py | 7 + .../base/util/logging/test_logging_util.py | 50 + tests/test_agentuniverse/unit/llm/__init__.py | 7 + tests/test_agentuniverse/unit/llm/test_llm.py | 51 + .../test_agentuniverse_connector/__init__.py | 7 + .../test_agentuniverse_extension/__init__.py | 7 + .../mock/__init__.py | 7 + .../mock/logger/__init__.py | 7 + .../mock/logger/mock_log_client.py | 24 + .../unit/__init__.py | 7 + .../unit/logger/__init__.py | 7 + .../unit/logger/test_sls_sink.py | 47 + 99 files changed, 8244 insertions(+) create mode 100644 .gitignore create mode 100644 CHANGELOG.md create mode 100644 CHANGELOG_zh.md create mode 100644 LICENSE create mode 100644 README_PYPI.md create mode 100644 README_zh.md create mode 100644 agentuniverse/__init__.py create mode 100644 agentuniverse/agent/__init__.py create mode 100644 agentuniverse/agent_serve/__init__.py create mode 100644 agentuniverse/base/__init__.py create mode 100644 agentuniverse/base/agentuniverse.py create mode 100644 agentuniverse/base/annotation/__init__.py create mode 100644 agentuniverse/base/annotation/singleton.py create mode 100644 agentuniverse/base/component/__init__.py create mode 100644 agentuniverse/base/component/application_component_manager.py create mode 100644 agentuniverse/base/component/component_base.py create mode 100644 agentuniverse/base/component/component_configer_util.py create mode 100644 agentuniverse/base/component/component_enum.py create mode 100644 agentuniverse/base/component/component_manager_base.py create mode 100644 agentuniverse/base/config/__init__.py create mode 100644 agentuniverse/base/config/application_configer/__init__.py create mode 100644 agentuniverse/base/config/application_configer/app_configer.py create mode 100644 agentuniverse/base/config/application_configer/application_config_manager.py create mode 100644 agentuniverse/base/config/component_configer/__init__.py create mode 100644 agentuniverse/base/config/component_configer/component_configer.py create mode 100644 agentuniverse/base/config/component_configer/configers/__init__.py create mode 100644 agentuniverse/base/config/component_configer/configers/agent_configer.py create mode 100644 agentuniverse/base/config/component_configer/configers/knowledge_configer.py create mode 100644 agentuniverse/base/config/component_configer/configers/llm_configer.py create mode 100644 agentuniverse/base/config/component_configer/configers/memory_configer.py create mode 100644 agentuniverse/base/config/component_configer/configers/planner_configer.py create mode 100644 agentuniverse/base/config/component_configer/configers/tool_configer.py create mode 100644 agentuniverse/base/config/config_type_enum.py create mode 100644 agentuniverse/base/config/configer.py create mode 100644 agentuniverse/base/config/custom_configer/__init__.py create mode 100644 agentuniverse/base/config/custom_configer/custom_key_configer.py create mode 100644 agentuniverse/base/context/__init__.py create mode 100644 agentuniverse/base/context/framework_context.py create mode 100644 agentuniverse/base/context/framework_context_manager.py create mode 100644 agentuniverse/base/util/__init__.py create mode 100644 agentuniverse/base/util/env_util.py create mode 100644 agentuniverse/base/util/logging/__init__.py create mode 100644 agentuniverse/base/util/logging/general_logger.py create mode 100644 agentuniverse/base/util/logging/logging_config.py create mode 100644 agentuniverse/base/util/logging/logging_util.py create mode 100644 agentuniverse/base/util/memory_util.py create mode 100644 agentuniverse/base/util/prompt_util.py create mode 100644 agentuniverse/base/util/system_util.py create mode 100644 agentuniverse/llm/__init__.py create mode 100644 agentuniverse/prompt/__init__.py create mode 100644 agentuniverse_connector/__init__.py create mode 100644 agentuniverse_extension/__init__.py create mode 100644 poetry.lock create mode 100644 poetry.toml create mode 100644 pyproject.toml create mode 100644 requirements.txt create mode 100644 setup.py create mode 100644 tests/__init__.py create mode 100644 tests/test_agentuniverse/__init__.py create mode 100644 tests/test_agentuniverse/mock/__init__.py create mode 100644 tests/test_agentuniverse/mock/agent_serve/__init__.py create mode 100644 tests/test_agentuniverse/mock/agent_serve/mock_agent.py create mode 100644 tests/test_agentuniverse/mock/agent_serve/mock_application_config_manager.py create mode 100644 tests/test_agentuniverse/mock/agent_serve/mock_service_manager.py create mode 100644 tests/test_agentuniverse/mock/agent_serve/mock_simple_service.py create mode 100644 tests/test_agentuniverse/unit/__init__.py create mode 100644 tests/test_agentuniverse/unit/agent/__init__.py create mode 100644 tests/test_agentuniverse/unit/agent/action/__init__.py create mode 100644 tests/test_agentuniverse/unit/agent/action/knowledge/__init__.py create mode 100644 tests/test_agentuniverse/unit/agent/action/knowledge/embedding/__init__.py create mode 100644 tests/test_agentuniverse/unit/agent/action/knowledge/embedding/test_embedding.py create mode 100644 tests/test_agentuniverse/unit/agent/action/knowledge/test_knowledge.py create mode 100644 tests/test_agentuniverse/unit/agent/config.toml create mode 100644 tests/test_agentuniverse/unit/agent/gunicorn_config.toml create mode 100644 tests/test_agentuniverse/unit/agent/log_config.toml create mode 100644 tests/test_agentuniverse/unit/agent/memory/__init__.py create mode 100644 tests/test_agentuniverse/unit/agent/memory/test_memory.py create mode 100644 tests/test_agentuniverse/unit/agent/test_agent.py create mode 100644 tests/test_agentuniverse/unit/agent_serve/__init__.py create mode 100644 tests/test_agentuniverse/unit/agent_serve/test_service.py create mode 100644 tests/test_agentuniverse/unit/agent_serve/test_service_instance.py create mode 100644 tests/test_agentuniverse/unit/agent_serve/test_service_manager.py create mode 100644 tests/test_agentuniverse/unit/agent_serve/test_web_booster.py create mode 100644 tests/test_agentuniverse/unit/base/__init__.py create mode 100644 tests/test_agentuniverse/unit/base/context/__init__.py create mode 100644 tests/test_agentuniverse/unit/base/context/test_framework_context.py create mode 100644 tests/test_agentuniverse/unit/base/util/__init__.py create mode 100644 tests/test_agentuniverse/unit/base/util/logging/__init__.py create mode 100644 tests/test_agentuniverse/unit/base/util/logging/test_logging_util.py create mode 100644 tests/test_agentuniverse/unit/llm/__init__.py create mode 100644 tests/test_agentuniverse/unit/llm/test_llm.py create mode 100644 tests/test_agentuniverse_connector/__init__.py create mode 100644 tests/test_agentuniverse_extension/__init__.py create mode 100644 tests/test_agentuniverse_extension/mock/__init__.py create mode 100644 tests/test_agentuniverse_extension/mock/logger/__init__.py create mode 100644 tests/test_agentuniverse_extension/mock/logger/mock_log_client.py create mode 100644 tests/test_agentuniverse_extension/unit/__init__.py create mode 100644 tests/test_agentuniverse_extension/unit/logger/__init__.py create mode 100644 tests/test_agentuniverse_extension/unit/logger/test_sls_sink.py diff --git a/.gitignore b/.gitignore new file mode 100644 index 00000000..eb37cf97 --- /dev/null +++ b/.gitignore @@ -0,0 +1,170 @@ +docs/source + +# From https://raw.githubusercontent.com/github/gitignore/main/Python.gitignore + + Byte-compiled / optimized / DLL files +*.py[cod] +*$py.class + +# C extensions +*.so + +# Distribution / packaging +.Python +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +share/python-wheels/ +*.egg-info/ +.installed.cfg +*.egg +MANIFEST + +# PyInstaller +# Usually these files are written by a python script from a template +# before PyInstaller builds the exe, so as to inject date/other infos into it. +*.manifest +*.spec + +# Installer logs +pip-log.txt +pip-delete-this-directory.txt + +# Unit test / coverage reports +htmlcov/ +.tox/ +.nox/ +.coverage +.coverage.* +.cache +nosetests.xml +coverage.xml +*.cover +*.py,cover +.hypothesis/ +.pytest_cache/ +cover/ + +# Translations +*.mo +*.pot + +# Django stuff: +*.log +local_settings.py +db.sqlite3 +db.sqlite3-journal + +# Flask stuff: +instance/ +.webassets-cache + +# Scrapy stuff: +.scrapy + +# Sphinx documentation +docs/_build/ + +# PyBuilder +.pybuilder/ +target/ + +# Jupyter Notebook +.ipynb_checkpoints + +# IPython +profile_default/ +ipython_config.py + +# pyenv +# For a library or package, you might want to ignore these files since the code is +# intended to run in multiple environments; otherwise, check them in: +# .python-version + +# pipenv +# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. +# However, in case of collaboration, if having platform-specific dependencies or dependencies +# having no cross-platform support, pipenv may install dependencies that don't work, or not +# install all needed dependencies. +#Pipfile.lock + +# poetry +# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control. +# This is especially recommended for binary packages to ensure reproducibility, and is more +# commonly ignored for libraries. +# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control +#poetry.lock + +# pdm +# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control. +#pdm.lock +# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it +# in version control. +# https://pdm.fming.dev/#use-with-ide +.pdm.toml + +# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm +__pypackages__/ + +# Celery stuff +celerybeat-schedule +celerybeat.pid + +# SageMath parsed files +*.sage.py + +# Environments +.env +.venv +env/ +venv/ +ENV/ +env.bak/ +venv.bak/ + +# Spyder project settings +.spyderproject +.spyproject + +# Rope project settings +.ropeproject + +# mkdocs documentation +/site + +# mypy +.mypy_cache/ +.dmypy.json +dmypy.json + +# Pyre type checker +.pyre/ + +# pytype static type analyzer +.pytype/ + +# Cython debug symbols +cython_debug/ + +# PyCharm +# JetBrains specific template is maintained in a separate JetBrains.gitignore that can +# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore +# and can be added to the global gitignore or merged into this file. For a more nuclear +# option (not recommended) you can uncomment the following to ignore the entire idea folder. +.idea/ +.DS_Store + +*.sqlite3 +*.db + +*.pyc +__pycache__/ \ No newline at end of file diff --git a/CHANGELOG.md b/CHANGELOG.md new file mode 100644 index 00000000..bbbcdee3 --- /dev/null +++ b/CHANGELOG.md @@ -0,0 +1,36 @@ +# Changelog +************************************** +Language Version: [简体中文](CHANGELOG_zh.md) | [English](CHANGELOG.md) + +This document records the version update history of the project. + +## Version Number Format +The format of the version number is MAJOR.MINOR.PATCH, and the version number increment rule is as follows: +- MAJOR version when you make incompatible API changes, +- MINOR version when you add functionality in a backwards compatible manner, +- PATCH version when you make backwards compatible bug fixes. +- For more details, please refer to [Semantic Versioning 2.0.0](https://semver.org) + +## Record Types +Init - Project initialization. +Added - Newly added features. +Changed - Changes to existing functionalities. +Deprecated - Soon to be deprecated features. +Removed - Features removed in this version. +Fixed - Any bug fixes. +Security - Patches and security improvements. + +*************************************************** + +# Version Update History +## [0.0.3] - 2024-04-19 +### Init +- The official release version of AgentUniverse has been initialized. Enjoy using it! + +## [0.0.2] - 2024-04-17 +### Fixed +- Fixed an issue where associated dependencies were not being automatically installed when installing package versions. + +## [0.0.1] - 2024-04-09 +### Init +- Project initialization commit. This framework is a large model multi-agent framework. Enjoy using it! \ No newline at end of file diff --git a/CHANGELOG_zh.md b/CHANGELOG_zh.md new file mode 100644 index 00000000..193110ea --- /dev/null +++ b/CHANGELOG_zh.md @@ -0,0 +1,36 @@ +# 版本说明 +************************************** +语言版本: [简体中文](CHANGELOG_zh.md) | [English](CHANGELOG.md) + +本文件用于记录项目的版本更新历史。 + +## 版本号格式 +版本号格式为 `主版本号.次版本号.修订号`，版本号递增规则如下： +- 主版本号：当你做了不兼容的 API 修改时，递增主版本号。 +- 次版本号：当你做了向下兼容的功能性新增时，递增次版本号。 +- 修订号：当你做了向下兼容的问题修正时，递增修订号。 +- 详细说明请参考 [语义化版本 2.0.0](https://semver.org) + +## 记录类型 +Init - 项目初始化。 +Added - 新增的功能。 +Changed - 对现有功能的更改。 +Deprecated - 即将废弃的功能。 +Removed - 现版本中移除的功能。 +Fixed - 任何错误修复。 +Security - 补丁与安全改进。 + +*************************************************** + +# 版本更新记录 +## [0.0.3] - 2024-04-19 +### Init +- agentUniverse正式外发版本初始化,祝您使用愉快！ + +## [0.0.2] - 2024-04-17 +### Fixed +- 修复安装包版本时无法自动安装关联依赖包问题。 + +## [0.0.1] - 2024-04-09 +### Init +- 项目初始化提交,本框架是一个大模型多智能体框架,祝您使用愉快！ \ No newline at end of file diff --git a/LICENSE b/LICENSE new file mode 100644 index 00000000..078d1868 --- /dev/null +++ b/LICENSE @@ -0,0 +1,201 @@ + 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 2024 Alipay + + 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. \ No newline at end of file diff --git a/README_PYPI.md b/README_PYPI.md new file mode 100644 index 00000000..43bddf5c --- /dev/null +++ b/README_PYPI.md @@ -0,0 +1,15 @@ +# agentUniverse + +## Overview +agentUniverse is a framework for developing applications powered by multi-agent base on large language model. It provides all the essential components for building a single agent, and a multi-agent collaboration mechanism which serves as a pattern factory that allowing developers to buid and customize multi-agent collaboration patterns. With this framework, developers can easily construct multi-agent applications, and share the pattern practices from different technical and business fields. + +The framework will come with serveral pre-install multi-agent collaboration patterns which have been proven effective in real business scenarios, and will continue to be enriched in the future. Patterns that are currently about to be released include: + +- PEER pattern： +This pattern utilizes four distinct agent roles: Plan, Execute, Express, and Review, to achieve a multi-step breakdown and sequential execution of a complex task. It also performs autonomous iteration based on evaluative feedback which enhancing performance in reasoning and analytical tasks. + + +- DOE pattern： +This pattern consists of three agents: Data-fining agent, which is designed to solve data-intensive and high-computational-precision task; Opinion-inject agent, which combines the data results from first agent and the expert opinions which are pre-collected and structured; the third agent, Express agent generates the final result base on given document type and language style. + +More patterns are coming soon... \ No newline at end of file diff --git a/README_zh.md b/README_zh.md new file mode 100644 index 00000000..aa4a1f24 --- /dev/null +++ b/README_zh.md @@ -0,0 +1 @@ +# AgentUniverse diff --git a/agentuniverse/__init__.py b/agentuniverse/__init__.py new file mode 100644 index 00000000..2adf7cb8 --- /dev/null +++ b/agentuniverse/__init__.py @@ -0,0 +1,7 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/4/2 11:11 +# @Author : jerry.zzw +# @Email : jerry.zzw@antgroup.com +# @FileName: __init__.py.py diff --git a/agentuniverse/agent/__init__.py b/agentuniverse/agent/__init__.py new file mode 100644 index 00000000..8dfe877e --- /dev/null +++ b/agentuniverse/agent/__init__.py @@ -0,0 +1,7 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/4/2 15:19 +# @Author : jerry.zzw +# @Email : jerry.zzw@antgroup.com +# @FileName: __init__.py.py diff --git a/agentuniverse/agent_serve/__init__.py b/agentuniverse/agent_serve/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/agentuniverse/base/__init__.py b/agentuniverse/base/__init__.py new file mode 100644 index 00000000..8dfe877e --- /dev/null +++ b/agentuniverse/base/__init__.py @@ -0,0 +1,7 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/4/2 15:19 +# @Author : jerry.zzw +# @Email : jerry.zzw@antgroup.com +# @FileName: __init__.py.py diff --git a/agentuniverse/base/agentuniverse.py b/agentuniverse/base/agentuniverse.py new file mode 100644 index 00000000..a6250efd --- /dev/null +++ b/agentuniverse/base/agentuniverse.py @@ -0,0 +1,195 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/4/2 15:27 +# @Author : jerry.zzw +# @Email : jerry.zzw@antgroup.com +# @FileName: agentuniverse.py +import importlib +import sys +from pathlib import Path + +from agentuniverse.base.annotation.singleton import singleton +from agentuniverse.base.component.application_component_manager import ApplicationComponentManager +from agentuniverse.base.component.component_base import ComponentBase +from agentuniverse.base.config.application_configer.app_configer import AppConfiger +from agentuniverse.base.config.application_configer.application_config_manager import ApplicationConfigManager +from agentuniverse.base.config.component_configer.component_configer import ComponentConfiger +from agentuniverse.base.component.component_configer_util import ComponentConfigerUtil +from agentuniverse.base.config.config_type_enum import ConfigTypeEnum +from agentuniverse.base.config.configer import Configer +from agentuniverse.base.config.custom_configer.custom_key_configer import CustomKeyConfiger +from agentuniverse.base.component.component_enum import ComponentEnum +from agentuniverse.base.util.system_util import get_project_root_path +from agentuniverse.base.util.logging.logging_util import init_loggers +from agentuniverse.agent_serve.web.request_task import RequestLibrary +from agentuniverse.agent_serve.web.web_booster import GunicornApplication + + +@singleton +class AgentUniverse(object): + """agentUniverse object, responsible for the framework initialization, + system variables management, etc.""" + + def __init__(self): + self.__application_container = ApplicationComponentManager() + self.__config_container: ApplicationConfigManager = ApplicationConfigManager() + self.__system_default_package = ['agentuniverse'] + + def start(self, config_path: str = None): + """Start the agentUniverse framework.""" + # step0: get default config path + project_root_path = get_project_root_path() + app_path = project_root_path / 'app' + if app_path.exists(): + sys.path.append(str(app_path)) + if not config_path: + config_path = project_root_path / 'config' / 'config.toml' + config_path = str(config_path) + + # step1: load the configuration file + configer = Configer(path=config_path).load() + app_configer = AppConfiger().load_by_configer(configer) + self.__config_container.app_configer = app_configer + + # Load User custom key. + custom_key_configer_path = self.__parse_sub_config_path( + configer.value.get('SUB_CONFIG_PATH', {}).get('custom_key_path'), + config_path) + CustomKeyConfiger(custom_key_configer_path) + + # Init loguru loggers. + log_config_path = self.__parse_sub_config_path( + configer.value.get('SUB_CONFIG_PATH', {}).get('log_config_path'), + config_path) + init_loggers(log_config_path) + + # Init web request task database. + RequestLibrary(configer=configer) + + # Init gunicorn web server. + gunicorn_config_path = self.__parse_sub_config_path( + configer.value.get('SUB_CONFIG_PATH', {}) + .get('gunicorn_config_path'), config_path) + GunicornApplication(config_path=gunicorn_config_path) + + # step2: scan and register the components + self.__scan_and_register(self.__config_container.app_configer) + + def __scan_and_register(self, app_configer: AppConfiger): + """Scan the component directory and register the components. + + Args: + app_configer(AppConfiger): the AppConfiger object + """ + core_agent_package_list = app_configer.core_agent_package_list or app_configer.core_default_package_list + self.__system_default_package + core_knowledge_package_list = app_configer.core_knowledge_package_list or app_configer.core_default_package_list + self.__system_default_package + core_llm_package_list = app_configer.core_llm_package_list or app_configer.core_default_package_list + self.__system_default_package + core_planner_package_list = app_configer.core_planner_package_list or app_configer.core_default_package_list + self.__system_default_package + core_tool_package_list = app_configer.core_tool_package_list or app_configer.core_default_package_list + self.__system_default_package + core_service_package_list = app_configer.core_service_package_list or app_configer.core_default_package_list + self.__system_default_package + core_memory_package_list = app_configer.core_memory_package_list or app_configer.core_default_package_list + self.__system_default_package + + component_package_map = { + ComponentEnum.AGENT: core_agent_package_list, + ComponentEnum.KNOWLEDGE: core_knowledge_package_list, + ComponentEnum.LLM: core_llm_package_list, + ComponentEnum.PLANNER: core_planner_package_list, + ComponentEnum.TOOL: core_tool_package_list, + ComponentEnum.SERVICE: core_service_package_list, + ComponentEnum.MEMORY: core_memory_package_list + } + + component_configer_list_map = {} + for component_enum, package_list in component_package_map.items(): + if not package_list: + continue + component_configer_list = self.__scan(package_list, ConfigTypeEnum.YAML, component_enum) + component_configer_list_map[component_enum] = component_configer_list + + for component_enum, component_configer_list in component_configer_list_map.items(): + self.__register(component_enum, component_configer_list) + + def __scan(self, + package_list: [str], + config_type_enum: ConfigTypeEnum, + component_enum: ComponentEnum) -> list: + """Scan the component directory and return certain component configer list. + + Args: + package_list(list): the package list + config_type_enum(ConfigTypeEnum): the configuration file type enumeration + component_enum(ComponentEnum): the component enumeration + + Returns: + list: the component configer list + """ + component_configer_list = [] + for package_name in package_list: + package_path = self.__package_name_to_path(package_name) + path = Path(package_path) + config_files = path.rglob(f'*.{config_type_enum.value}') + for config_file in config_files: + config_file_str = str(config_file) + configer = Configer(path=config_file_str).load() + component_configer = ComponentConfiger().load_by_configer(configer) + component_config_type = component_configer.get_component_config_type() + if component_config_type == component_enum.value: + component_configer_list.append(component_configer) + return component_configer_list + + def __register(self, component_enum: ComponentEnum, component_configer_list: list[ComponentConfiger]): + """Register the components. + + Args: + component_enum(ComponentEnum): the component enumeration + component_configer_list(list): the component configer list + """ + component_manager_clz = ComponentConfigerUtil.get_component_manager_clz_by_type(component_enum) + for component_configer in component_configer_list: + configer_clz = ComponentConfigerUtil.get_component_config_clz_by_type(component_enum) + configer_instance: ComponentConfiger = configer_clz().load_by_configer(component_configer.configer) + component_clz = ComponentConfigerUtil.get_component_object_clz_by_component_configer(configer_instance) + component_instance: ComponentBase = component_clz().initialize_by_component_configer(configer_instance) + if component_instance is None: + continue + component_manager_clz().register(component_instance.get_instance_code(), component_instance) + + def __package_name_to_path(self, package_name: str) -> str: + """Convert the package name to the package path. + + Args: + package_name(str): the package name + + Returns: + str: the package path + """ + # get the package spec + spec = importlib.util.find_spec(package_name) + if spec is None: + raise ImportError(f"Can not find {package_name}") + # get the package path + package_path = spec.submodule_search_locations[0] if spec.submodule_search_locations else spec.origin + return package_path + + def __parse_sub_config_path(self, input_path: str, + reference_file_path: str) -> str | None: + """Resolve a sub config file path according to main config file. + + Args: + input_path(str): Absolute or relative path of sub config file. + reference_file_path(str): Main config file path. + Returns: + str or None: Final + """ + if not input_path: + return None + + input_path_obj = Path(input_path) + if input_path_obj.is_absolute(): + combined_path = input_path_obj + else: + reference_file_path_obj = Path(reference_file_path) + combined_path = reference_file_path_obj.parent / input_path_obj + + return str(combined_path) diff --git a/agentuniverse/base/annotation/__init__.py b/agentuniverse/base/annotation/__init__.py new file mode 100644 index 00000000..2f9a73a3 --- /dev/null +++ b/agentuniverse/base/annotation/__init__.py @@ -0,0 +1,7 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/4/2 15:21 +# @Author : jerry.zzw +# @Email : jerry.zzw@antgroup.com +# @FileName: __init__.py.py diff --git a/agentuniverse/base/annotation/singleton.py b/agentuniverse/base/annotation/singleton.py new file mode 100644 index 00000000..0e5c9512 --- /dev/null +++ b/agentuniverse/base/annotation/singleton.py @@ -0,0 +1,21 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/4/2 15:21 +# @Author : jerry.zzw +# @Email : jerry.zzw@antgroup.com +# @FileName: singleton.py +from functools import wraps + + +def singleton(cls): + """Decorator to make a class a Singleton class (only one instance), using closure.""" + instances = {} + + @wraps(cls) + def get_instance(*args, **kwargs): + if cls not in instances: + instances[cls] = cls(*args, **kwargs) + return instances[cls] + + return get_instance diff --git a/agentuniverse/base/component/__init__.py b/agentuniverse/base/component/__init__.py new file mode 100644 index 00000000..652561a0 --- /dev/null +++ b/agentuniverse/base/component/__init__.py @@ -0,0 +1,7 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/4/2 15:22 +# @Author : jerry.zzw +# @Email : jerry.zzw@antgroup.com +# @FileName: __init__.py.py diff --git a/agentuniverse/base/component/application_component_manager.py b/agentuniverse/base/component/application_component_manager.py new file mode 100644 index 00000000..648db166 --- /dev/null +++ b/agentuniverse/base/component/application_component_manager.py @@ -0,0 +1,26 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/3/14 12:08 +# @Author : jerry.zzw +# @Email : jerry.zzw@antgroup.com +# @FileName: component_manager.py +from agentuniverse.agent.action.knowledge.knowledge_manager import KnowledgeManager +from agentuniverse.agent.action.tool.tool_manager import ToolManager +from agentuniverse.agent.plan.planner.planner_manager import PlannerManager +from agentuniverse.agent.agent_manager import AgentManager +from agentuniverse.base.annotation.singleton import singleton +from agentuniverse.llm.llm_manager import LLMManager + + +@singleton +class ApplicationComponentManager(object): + """The ComponentManager class, which is used to manage the components.""" + + def __init__(self): + """Initialize the ComponentManager.""" + self.__agent_manager: AgentManager = AgentManager() + self.__llm_manager: LLMManager = LLMManager() + self.__planner_manager: PlannerManager = PlannerManager() + self.__knowledge: KnowledgeManager = KnowledgeManager() + self.__tool_manager: ToolManager = ToolManager() diff --git a/agentuniverse/base/component/component_base.py b/agentuniverse/base/component/component_base.py new file mode 100644 index 00000000..c6b3220e --- /dev/null +++ b/agentuniverse/base/component/component_base.py @@ -0,0 +1,35 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/3/14 15:35 +# @Author : jerry.zzw +# @Email : jerry.zzw@antgroup.com +# @FileName: component_base.py +from abc import ABC + +from pydantic import BaseModel + +from agentuniverse.base.component.component_enum import ComponentEnum +from agentuniverse.base.config.application_configer.application_config_manager import ApplicationConfigManager +from agentuniverse.base.config.component_configer.component_configer import ComponentConfiger + + +class ComponentBase(BaseModel): + """The ComponentBase class, which is used to define the base class of the component.""" + + component_type: ComponentEnum + + def get_instance_code(self) -> str: + """Return the full name of the component.""" + appname = ApplicationConfigManager().app_configer.base_info_appname + return f'{appname}.{self.component_type.value.lower()}.{self.name}' + + def initialize_by_component_configer(self, component_configer: ComponentConfiger) -> 'ComponentBase': + """Initialize the component by the ComponentConfiger object. + + Args: + component_configer(ComponentConfiger): the ComponentConfiger object + Returns: + ComponentBase: the component object + """ + pass diff --git a/agentuniverse/base/component/component_configer_util.py b/agentuniverse/base/component/component_configer_util.py new file mode 100644 index 00000000..a88149e8 --- /dev/null +++ b/agentuniverse/base/component/component_configer_util.py @@ -0,0 +1,88 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/3/13 14:00 +# @Author : jerry.zzw +# @Email : jerry.zzw@antgroup.com +# @FileName: component_configer_util.py +import importlib +from typing import Type, Callable + +from agentuniverse.agent.action.knowledge.knowledge_manager import KnowledgeManager +from agentuniverse.agent.action.tool.tool_manager import ToolManager +from agentuniverse.agent.agent_manager import AgentManager +from agentuniverse.agent.memory.memory_manager import MemoryManager +from agentuniverse.agent.plan.planner.planner_manager import PlannerManager +from agentuniverse.agent_serve.service_manager import ServiceManager +from agentuniverse.agent_serve.service_configer import ServiceConfiger +from agentuniverse.base.config.component_configer.component_configer import ComponentConfiger +from agentuniverse.base.config.component_configer.configers.agent_configer import AgentConfiger +from agentuniverse.base.config.component_configer.configers.knowledge_configer import KnowledgeConfiger +from agentuniverse.base.config.component_configer.configers.memory_configer import MemoryConfiger +from agentuniverse.base.config.component_configer.configers.planner_configer import PlannerConfiger +from agentuniverse.base.config.component_configer.configers.tool_configer import ToolConfiger +from agentuniverse.base.config.config_type_enum import ConfigTypeEnum +from agentuniverse.base.config.component_configer.configers.llm_configer import LLMConfiger +from agentuniverse.base.component.component_enum import ComponentEnum +from agentuniverse.llm.llm_manager import LLMManager + + +class ComponentConfigerUtil(object): + """The ComponentConfigerUtil class, which is used to load and manage the component configuration.""" + + __COMPONENT_CONFIGER_CLZ_MAP = { + ComponentEnum.AGENT: AgentConfiger, + ComponentEnum.KNOWLEDGE: KnowledgeConfiger, + ComponentEnum.LLM: LLMConfiger, + ComponentEnum.PLANNER: PlannerConfiger, + ComponentEnum.TOOL: ToolConfiger, + ComponentEnum.MEMORY: MemoryConfiger, + ComponentEnum.SERVICE: ServiceConfiger, + ComponentEnum.DEFAULT: ComponentConfiger + } + + __COMPONENT_MANAGER_CLZ_MAP = { + ComponentEnum.AGENT: AgentManager, + ComponentEnum.KNOWLEDGE: KnowledgeManager, + ComponentEnum.LLM: LLMManager, + ComponentEnum.PLANNER: PlannerManager, + ComponentEnum.TOOL: ToolManager, + ComponentEnum.MEMORY: MemoryManager, + ComponentEnum.SERVICE: ServiceManager + } + + @classmethod + def get_component_config_clz_by_type(cls, component_type_enum: ComponentEnum) -> \ + Type[ComponentConfiger | LLMConfiger]: + """Get the ComponentConfiger object by the component type. + Args: + component_type_enum(ConfigTypeEnum): the component type + Returns: + ComponentConfiger: the sub object of ComponentConfiger + """ + component_config_clz = cls.__COMPONENT_CONFIGER_CLZ_MAP.get(component_type_enum) + if component_config_clz is None: + raise Exception(f"Failed to get the ComponentConfiger class by the component type: {component_type_enum}") + return component_config_clz + + @classmethod + def get_component_object_clz_by_component_configer(cls, component_configer: ComponentConfiger) -> Callable: + """Get the component object by the ComponentConfiger object. + Args: + component_configer(ComponentConfiger): the ComponentConfiger object + Returns: + object: the component object + """ + module = importlib.import_module(component_configer.metadata_module) + clz = getattr(module, component_configer.metadata_class) + return clz + + @classmethod + def get_component_manager_clz_by_type(cls, component_type_enum: ComponentEnum) -> Callable: + """Get the ComponentManager object by the component type. + Args: + component_type_enum(ConfigTypeEnum): the component type + Returns: + object: the ComponentManager object + """ + return cls.__COMPONENT_MANAGER_CLZ_MAP.get(component_type_enum) diff --git a/agentuniverse/base/component/component_enum.py b/agentuniverse/base/component/component_enum.py new file mode 100644 index 00000000..9410381f --- /dev/null +++ b/agentuniverse/base/component/component_enum.py @@ -0,0 +1,25 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/3/12 17:47 +# @Author : jerry.zzw +# @Email : jerry.zzw@antgroup.com +# @FileName: component_enum.py +from enum import Enum + + +class ComponentEnum(Enum): + """The enumeration of the supported components.""" + AGENT = "AGENT" + KNOWLEDGE = "KNOWLEDGE" + LLM = "LLM" + PLANNER = "PLANNER" + TOOL = "TOOL" + DEFAULT = "DEFAULT" + SERVICE = "SERVICE" + MEMORY = "MEMORY" + + @staticmethod + def to_value_list(): + """Return the value list of the enumeration.""" + return [item.value for item in ComponentEnum] diff --git a/agentuniverse/base/component/component_manager_base.py b/agentuniverse/base/component/component_manager_base.py new file mode 100644 index 00000000..a9b1cf9b --- /dev/null +++ b/agentuniverse/base/component/component_manager_base.py @@ -0,0 +1,55 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/3/14 15:46 +# @Author : jerry.zzw +# @Email : jerry.zzw@antgroup.com +# @FileName: component_manager_base.py +from agentuniverse.base.component.component_base import ComponentBase +from agentuniverse.base.component.component_enum import ComponentEnum +import importlib +import inspect +import pkgutil +from typing import TypeVar, Generic + +from agentuniverse.base.config.application_configer.application_config_manager import ApplicationConfigManager + +# 添加类型范型限定 +ComponentTypeVar = TypeVar("ComponentTypeVar", bound=ComponentBase) + + +class ComponentManagerBase(Generic[ComponentTypeVar]): + """The ComponentManagerBase class, which is used to define the base class of the component manager.""" + + def __init__(self, component_type: ComponentEnum): + """Initialize the ComponentManagerBase.""" + # The component pool map, which is used to store the component instance. + # _instance_obj_map - Format: {component_instance_name: component_instance_obj}. + self._instance_obj_map: dict[str, ComponentTypeVar] = {} + self._component_type: ComponentEnum = component_type + + def register(self, component_instance_name: str, component_instance_obj: ComponentTypeVar): + """Register the component instance.""" + if component_instance_name in self._instance_obj_map.keys(): + raise ValueError(f"{self._component_type.value} component object instance with name " + f"'{component_instance_name}' already exists.") + self._instance_obj_map[component_instance_name] = component_instance_obj + + def unregister(self, component_instance_name: str): + """Unregister the component instance abstractmethod.""" + self._instance_obj_map.pop(component_instance_name) + + def get_instance_obj(self, component_instance_name: str, + appname: str = None) -> ComponentTypeVar: + """Return the component instance object.""" + appname = appname or ApplicationConfigManager().app_configer.base_info_appname + instance_code = f'{appname}.{self._component_type.value.lower()}.{component_instance_name}' + return self._instance_obj_map.get(instance_code) + + def get_instance_name_list(self) -> list[str]: + """Return the component instance list.""" + return list(self._instance_obj_map.keys()) + + def get_instance_obj_list(self) -> list[ComponentTypeVar]: + """Return the component instance object list.""" + return list(self._instance_obj_map.values()) diff --git a/agentuniverse/base/config/__init__.py b/agentuniverse/base/config/__init__.py new file mode 100644 index 00000000..1302191f --- /dev/null +++ b/agentuniverse/base/config/__init__.py @@ -0,0 +1,7 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/4/2 15:24 +# @Author : jerry.zzw +# @Email : jerry.zzw@antgroup.com +# @FileName: __init__.py.py diff --git a/agentuniverse/base/config/application_configer/__init__.py b/agentuniverse/base/config/application_configer/__init__.py new file mode 100644 index 00000000..2587141e --- /dev/null +++ b/agentuniverse/base/config/application_configer/__init__.py @@ -0,0 +1,7 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/3/15 17:37 +# @Author : jerry.zzw +# @Email : jerry.zzw@antgroup.com +# @FileName: __init__.py.py diff --git a/agentuniverse/base/config/application_configer/app_configer.py b/agentuniverse/base/config/application_configer/app_configer.py new file mode 100644 index 00000000..30e765c2 --- /dev/null +++ b/agentuniverse/base/config/application_configer/app_configer.py @@ -0,0 +1,91 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/3/12 16:17 +# @Author : jerry.zzw +# @Email : jerry.zzw@antgroup.com +# @FileName: app_configer.py +from typing import Optional +from agentuniverse.base.config.configer import Configer + + +class AppConfiger(object): + """The AppConfiger class, which is used to load and manage the application configuration.""" + + def __init__(self): + """Initialize the AppConfiger.""" + self.__configer: Optional[Configer] = None + self.__base_info_appname: Optional[str] = None + self.__core_default_package_list: Optional[list[str]] = None + self.__core_agent_package_list: Optional[list[str]] = None + self.__core_knowledge_package_list: Optional[list[str]] = None + self.__core_llm_package_list: Optional[list[str]] = None + self.__core_planner_package_list: Optional[list[str]] = None + self.__core_tool_package_list: Optional[list[str]] = None + self.__core_memory_package_list: Optional[list[str]] = None + self.__core_service_package_list: Optional[list[str]] = None + + @property + def base_info_appname(self) -> Optional[str]: + """Return the appname of the application.""" + return self.__base_info_appname + + @property + def core_default_package_list(self) -> Optional[list[str]]: + """Return the default package list of the core.""" + return self.__core_default_package_list + + @property + def core_agent_package_list(self) -> Optional[list[str]]: + """Return the agent package list of the core.""" + return self.__core_agent_package_list + + @property + def core_knowledge_package_list(self) -> Optional[list[str]]: + """Return the knowledge package list of the core.""" + return self.__core_knowledge_package_list + + @property + def core_llm_package_list(self) -> Optional[list[str]]: + """Return the llm package list of the core.""" + return self.__core_llm_package_list + + @property + def core_planner_package_list(self) -> Optional[list[str]]: + """Return the planner package list of the core.""" + return self.__core_planner_package_list + + @property + def core_tool_package_list(self) -> Optional[list[str]]: + """Return the tool package list of the core.""" + return self.__core_tool_package_list + + @property + def core_memory_package_list(self) -> Optional[list[str]]: + """Return the memory package list of the core.""" + return self.__core_memory_package_list + + @property + def core_service_package_list(self) -> Optional[list[str]]: + """Return the service package list of the core.""" + return self.__core_service_package_list + + def load_by_configer(self, configer: Configer) -> 'AppConfiger': + """Load the AppConfiger by the given Configer. + + Args: + configer(Configer): the Configer object + Returns: + AppConfiger: the AppConfiger object + """ + self.__configer = configer + self.__base_info_appname = configer.value.get('BASE_INFO', {}).get('appname') + self.__core_default_package_list = configer.value.get('CORE_PACKAGE', {}).get('default') + self.__core_agent_package_list = configer.value.get('CORE_PACKAGE', {}).get('agent') + self.__core_knowledge_package_list = configer.value.get('CORE_PACKAGE', {}).get('knowledge') + self.__core_llm_package_list = configer.value.get('CORE_PACKAGE', {}).get('llm') + self.__core_planner_package_list = configer.value.get('CORE_PACKAGE', {}).get('planner') + self.__core_tool_package_list = configer.value.get('CORE_PACKAGE', {}).get('tool') + self.__core_memory_package_list = configer.value.get('CORE_PACKAGE', {}).get('memory') + self.__core_service_package_list = configer.value.get('CORE_PACKAGE', {}).get('service') + return self diff --git a/agentuniverse/base/config/application_configer/application_config_manager.py b/agentuniverse/base/config/application_configer/application_config_manager.py new file mode 100644 index 00000000..6b73150a --- /dev/null +++ b/agentuniverse/base/config/application_configer/application_config_manager.py @@ -0,0 +1,32 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/3/14 11:54 +# @Author : jerry.zzw +# @Email : jerry.zzw@antgroup.com +# @FileName: config_manager.py +from typing import Optional +from agentuniverse.base.annotation.singleton import singleton +from agentuniverse.base.config.application_configer.app_configer import AppConfiger + + +@singleton +class ApplicationConfigManager(object): + """The ConfigManager class, which is used to load and manage the configuration.""" + + def __init__(self): + """Initialize the ConfigManager.""" + self.__app_configer: Optional[AppConfiger] = None + + @property + def app_configer(self): + """Return the AppConfiger object.""" + if self.__app_configer is None: + raise ValueError("The AppConfiger object is not set.") + return self.__app_configer + + @app_configer.setter + def app_configer(self, app_configer: AppConfiger): + """Set the AppConfiger object.""" + self.__app_configer = app_configer + diff --git a/agentuniverse/base/config/component_configer/__init__.py b/agentuniverse/base/config/component_configer/__init__.py new file mode 100644 index 00000000..97b9cd7d --- /dev/null +++ b/agentuniverse/base/config/component_configer/__init__.py @@ -0,0 +1,7 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/3/15 17:36 +# @Author : jerry.zzw +# @Email : jerry.zzw@antgroup.com +# @FileName: __init__.py.py diff --git a/agentuniverse/base/config/component_configer/component_configer.py b/agentuniverse/base/config/component_configer/component_configer.py new file mode 100644 index 00000000..362e766b --- /dev/null +++ b/agentuniverse/base/config/component_configer/component_configer.py @@ -0,0 +1,79 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/3/12 23:16 +# @Author : jerry.zzw +# @Email : jerry.zzw@antgroup.com +# @FileName: component_configer.py + +from typing import Optional +from agentuniverse.base.config.configer import Configer + + +class ComponentConfiger(object): + """The ComponentConfiger class, which is used to load and manage the component configuration.""" + + def __init__(self, configer: Optional[Configer] = None): + """Initialize the ComponentConfiger.""" + self.__configer: Optional[Configer] = configer + self.__metadata_type: Optional[str] = None + self.__metadata_module: Optional[str] = None + self.__metadata_class: Optional[str] = None + + @property + def configer(self) -> Optional[Configer]: + """Return the Configer object.""" + return self.__configer + + @property + def metadata_type(self) -> Optional[str]: + """Return the type of the component.""" + return self.__metadata_type + + @property + def metadata_module(self) -> Optional[str]: + """Return the module of the component.""" + return self.__metadata_module + + @property + def metadata_class(self) -> Optional[str]: + """Return the class of the component.""" + return self.__metadata_class + + def load(self) -> 'ComponentConfiger': + """Load the configuration by the Configer object. + Returns: + ComponentConfiger: the ComponentConfiger object + """ + return self.load_by_configer(self.configer) + + def load_by_configer(self, configer: Configer) -> 'ComponentConfiger': + """Load the configuration by the Configer object. + Args: + configer(Configer): the Configer object + Returns: + ComponentConfiger: the ComponentConfiger object + """ + self.__configer = configer + + try: + for k, v in configer.value.items(): + self.__dict__[k] = v + self.__metadata_type = configer.value.get('metadata').get('type') + self.__metadata_module = configer.value.get('metadata').get('module') + self.__metadata_class = configer.value.get('metadata').get('class') + except Exception as e: + raise Exception(f"Failed to parse the component configuration: {e}") + + return self + + def get_component_config_type(self) -> Optional[str]: + """Return the type of the component. + + Returns: + Optional[str]: the type of the component + """ + return self.__metadata_type + + + diff --git a/agentuniverse/base/config/component_configer/configers/__init__.py b/agentuniverse/base/config/component_configer/configers/__init__.py new file mode 100644 index 00000000..d6062095 --- /dev/null +++ b/agentuniverse/base/config/component_configer/configers/__init__.py @@ -0,0 +1,7 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/3/15 17:41 +# @Author : jerry.zzw +# @Email : jerry.zzw@antgroup.com +# @FileName: __init__.py.py diff --git a/agentuniverse/base/config/component_configer/configers/agent_configer.py b/agentuniverse/base/config/component_configer/configers/agent_configer.py new file mode 100644 index 00000000..3e061016 --- /dev/null +++ b/agentuniverse/base/config/component_configer/configers/agent_configer.py @@ -0,0 +1,75 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/3/13 12:01 +# @Author : jerry.zzw +# @Email : jerry.zzw@antgroup.com +# @FileName: agent_configer.py +from typing import Optional +from agentuniverse.base.config.component_configer.component_configer import ComponentConfiger +from agentuniverse.base.config.configer import Configer + + +class AgentConfiger(ComponentConfiger): + """The AgentConfiger class, which is used to load and manage the Agent configuration.""" + + def __init__(self, configer: Optional[Configer] = None): + """Initialize the AgentConfiger.""" + super().__init__(configer) + self.__info: Optional[dict] = dict() + self.__profile: Optional[dict] = dict() + self.__plan: Optional[dict] = dict() + self.__memory: Optional[dict] = dict() + self.__action: Optional[dict] = dict() + + @property + def memory(self) -> Optional[dict]: + """Return the name of the Agent.""" + return self.__memory + + @property + def action(self) -> Optional[dict]: + """Return the name of the Agent.""" + return self.__action + + @property + def profile(self) -> Optional[dict]: + """Return the name of the Agent.""" + return self.__profile + + @property + def plan(self) -> Optional[dict]: + """Return the description of the Agent.""" + return self.__plan + + @property + def info(self) -> Optional[dict]: + """Return the name of the Agent.""" + return self.__info + + def load(self) -> 'AgentConfiger': + """Load the configuration by the Configer object. + Returns: + AgentConfiger: the AgentConfiger object + """ + return self.load_by_configer(self.configer) + + def load_by_configer(self, configer: Configer) -> 'AgentConfiger': + """Load the configuration by the Configer object. + Args: + configer(Configer): the Configer object + Returns: + AgentConfiger: the AgentConfiger object + """ + super().load_by_configer(configer) + + try: + configer_value: dict = configer.value + self.__info = configer_value.get('info') or self.__info + self.__profile = configer_value.get('profile') or self.__profile + self.__plan = configer_value.get('plan') or self.__plan + self.__memory = configer_value.get('memory') or self.__memory + self.__action = configer_value.get('action') or self.__action + except Exception as e: + raise Exception(f"Failed to parse the Agent configuration: {e}") + return self diff --git a/agentuniverse/base/config/component_configer/configers/knowledge_configer.py b/agentuniverse/base/config/component_configer/configers/knowledge_configer.py new file mode 100644 index 00000000..3e1eca72 --- /dev/null +++ b/agentuniverse/base/config/component_configer/configers/knowledge_configer.py @@ -0,0 +1,59 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/3/13 12:01 +# @Author : jerry.zzw +# @Email : jerry.zzw@antgroup.com +# @FileName: knowledge_configer.py +from typing import Optional, Dict +from agentuniverse.base.config.component_configer.component_configer import ComponentConfiger +from agentuniverse.base.config.configer import Configer + + +class KnowledgeConfiger(ComponentConfiger): + """The KnowledgeConfiger class, which is used to load and manage the Knowledge configuration.""" + + def __init__(self, configer: Optional[Configer] = None): + """Initialize the KnowledgeConfiger.""" + super().__init__(configer) + self.__name: Optional[str] = None + self.__description: Optional[str] = None + self.__ext_info: Optional[Dict] = None + + @property + def name(self) -> Optional[str]: + """Return the name of the Knowledge.""" + return self.__name + + @property + def description(self) -> Optional[str]: + """Return the description of the Knowledge.""" + return self.__description + + @property + def ext_info(self) -> Optional[Dict]: + return self.__ext_info + + def load(self) -> 'KnowledgeConfiger': + """Load the configuration by the Configer object. + Returns: + KnowledgeConfiger: the KnowledgeConfiger object + """ + return self.load_by_configer(self.__configer) + + def load_by_configer(self, configer: Configer) -> 'KnowledgeConfiger': + """Load the configuration by the Configer object. + Args: + configer(Configer): the Configer object + Returns: + KnowledgeConfiger: the KnowledgeConfiger object + """ + super().load_by_configer(configer) + + try: + self.__name = configer.value.get('name') + self.__description = configer.value.get('description') + self.__ext_info = configer.value.get('ext_info') + except Exception as e: + raise Exception(f"Failed to parse the Knowledge configuration: {e}") + return self diff --git a/agentuniverse/base/config/component_configer/configers/llm_configer.py b/agentuniverse/base/config/component_configer/configers/llm_configer.py new file mode 100644 index 00000000..e9a0448b --- /dev/null +++ b/agentuniverse/base/config/component_configer/configers/llm_configer.py @@ -0,0 +1,96 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/3/13 12:01 +# @Author : jerry.zzw +# @Email : jerry.zzw@antgroup.com +# @FileName: llm_configer.py +from typing import Optional +from agentuniverse.base.config.component_configer.component_configer import ComponentConfiger +from agentuniverse.base.config.configer import Configer + + +class LLMConfiger(ComponentConfiger): + """The LLMConfiger class, which is used to load and manage the LLM configuration.""" + + def __init__(self, configer: Optional[Configer] = None): + """Initialize the LLMConfiger.""" + super().__init__(configer) + self.__name: Optional[str] = None + self.__description: Optional[str] = None + self.__model_name: Optional[str] = None + self.__temperature: Optional[float] = None + self.__request_timeout: Optional[int] = None + self.__max_tokens: Optional[int] = None + self.__max_retries: Optional[int] = None + self.__streaming: Optional[bool] = None + self.__ext_info: Optional[dict] = None + + @property + def name(self) -> Optional[str]: + """Return the name of the LLM.""" + return self.__name + + @property + def description(self) -> Optional[str]: + """Return the description of the LLM.""" + return self.__description + + @property + def model_name(self) -> Optional[str]: + return self.__model_name + + @property + def temperature(self) -> Optional[float]: + """Return the temperature of the LLM.""" + return self.__temperature + + @property + def request_timeout(self) -> Optional[int]: + return self.__request_timeout + + @property + def max_tokens(self) -> Optional[int]: + return self.__max_tokens + + @property + def max_retries(self) -> Optional[int]: + return self.__max_retries + + @property + def streaming(self) -> Optional[bool]: + return self.__streaming + + @property + def ext_info(self) -> Optional[dict]: + return self.__ext_info + + def load(self) -> 'LLMConfiger': + """Load the configuration by the Configer object. + Returns: + LLMConfiger: the LLMConfiger object + """ + return self.load_by_configer(self.__configer) + + def load_by_configer(self, configer: Configer) -> 'LLMConfiger': + """Load the configuration by the Configer object. + Args: + configer(Configer): the Configer object + Returns: + LLMConfiger: the LLMConfiger object + """ + super().load_by_configer(configer) + + try: + self.__name = configer.value.get('name') + self.__description = configer.value.get('description') + self.__model_name = configer.value.get('model_name') + self.__temperature = configer.value.get('temperature') + self.__request_timeout = configer.value.get('request_timeout') + self.__max_tokens = configer.value.get('max_tokens') + self.__max_retries = configer.value.get('max_retries') + self.__streaming = configer.value.get('streaming') + self.__ext_info = configer.value.get('ext_info') + except Exception as e: + raise Exception(f"Failed to parse the LLM configuration: {e}") + return self diff --git a/agentuniverse/base/config/component_configer/configers/memory_configer.py b/agentuniverse/base/config/component_configer/configers/memory_configer.py new file mode 100644 index 00000000..ad8a36f9 --- /dev/null +++ b/agentuniverse/base/config/component_configer/configers/memory_configer.py @@ -0,0 +1,75 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/3/26 17:58 +# @Author : wangchongshi +# @Email : wangchongshi.wcs@antgroup.com +# @FileName: memory_configer.py +from typing import Optional + +from agentuniverse.base.config.component_configer.component_configer import ComponentConfiger +from agentuniverse.base.config.configer import Configer + + +class MemoryConfiger(ComponentConfiger): + """The MemoryConfiger class, which is used to load and manage the Memory configuration.""" + + def __init__(self, configer: Optional[Configer] = None): + """Initialize the MemoryConfiger.""" + super().__init__(configer) + self.__name: Optional[str] = None + self.__description: Optional[str] = None + self.__type: Optional[str] = None + self.__memory_key: Optional[str] = None + self.__max_tokens: Optional[int] = None + + @property + def name(self) -> Optional[str]: + """Return the name of the Memory.""" + return self.__name + + @property + def description(self) -> Optional[str]: + """Return the description of the Memory.""" + return self.__description + + @property + def type(self) -> Optional[str]: + """Return the type of the Memory.""" + return self.__type + + @property + def memory_key(self) -> Optional[str]: + """Return the key of the Memory.""" + return self.__memory_key + + @property + def max_tokens(self) -> Optional[int]: + """Return memory tokens of the Memory.""" + return self.__max_tokens + + def load(self) -> 'MemoryConfiger': + """Load the configuration by the Configer object. + Returns: + MemoryConfiger: the MemoryConfiger object + """ + return self.load_by_configer(self.__configer) + + def load_by_configer(self, configer: Configer) -> 'MemoryConfiger': + """Load the configuration by the Configer object. + Args: + configer(Configer): the Configer object + Returns: + MemoryConfiger: the MemoryConfiger object + """ + super().load_by_configer(configer) + + try: + self.__name = configer.value.get('name') + self.__description = configer.value.get('description') + self.__type = configer.value.get('type') + self.__memory_key = configer.value.get('memory_key') + self.__max_tokens = configer.value.get('max_tokens') + except Exception as e: + raise Exception(f"Failed to parse the Memory configuration: {e}") + return self diff --git a/agentuniverse/base/config/component_configer/configers/planner_configer.py b/agentuniverse/base/config/component_configer/configers/planner_configer.py new file mode 100644 index 00000000..4d4db688 --- /dev/null +++ b/agentuniverse/base/config/component_configer/configers/planner_configer.py @@ -0,0 +1,71 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/3/13 12:01 +# @Author : jerry.zzw +# @Email : jerry.zzw@antgroup.com +# @FileName: planner_configer.py +from typing import Optional +from agentuniverse.base.config.component_configer.component_configer import ComponentConfiger +from agentuniverse.base.config.configer import Configer + + +class PlannerConfiger(ComponentConfiger): + """The PlannerConfiger class, which is used to load and manage the Planner configuration.""" + + def __init__(self, configer: Optional[Configer] = None): + """Initialize the PlannerConfiger.""" + super().__init__(configer) + self.__name: Optional[str] = None + self.__description: Optional[str] = None + self.__input_key: Optional[str] = None + self.__output_key: Optional[str] = None + self.__memory_key: Optional[str] = None + + @property + def input_key(self) -> Optional[str]: + """Return the input key of the Planner.""" + return self.__input_key + + @property + def output_key(self) -> Optional[str]: + """Return the output key of the Planner.""" + return self.__output_key + + @property + def memory_key(self) -> Optional[str]: + """Return the memory key of the Planner.""" + return self.__memory_key + + @property + def name(self) -> Optional[str]: + """Return the name of the Planner.""" + return self.__name + + @property + def description(self) -> Optional[str]: + """Return the description of the Planner.""" + return self.__description + + def load(self) -> 'PlannerConfiger': + """Load the configuration by the Configer object. + Returns: + PlannerConfiger: the PlannerConfiger object + """ + return self.load_by_configer(self.__configer) + + def load_by_configer(self, configer: Configer) -> 'PlannerConfiger': + """Load the configuration by the Configer object. + Args: + configer(Configer): the Configer object + Returns: + PlannerConfiger: the PlannerConfiger object + """ + super().load_by_configer(configer) + + try: + self.__name = configer.value.get('name') + self.__description = configer.value.get('description') + except Exception as e: + raise Exception(f"Failed to parse the Planner configuration: {e}") + return self diff --git a/agentuniverse/base/config/component_configer/configers/tool_configer.py b/agentuniverse/base/config/component_configer/configers/tool_configer.py new file mode 100644 index 00000000..a65dd351 --- /dev/null +++ b/agentuniverse/base/config/component_configer/configers/tool_configer.py @@ -0,0 +1,65 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/3/13 12:01 +# @Author : jerry.zzw +# @Email : jerry.zzw@antgroup.com +# @FileName: tool_configer.py +from typing import Optional, List +from agentuniverse.base.config.component_configer.component_configer import ComponentConfiger +from agentuniverse.base.config.configer import Configer + + +class ToolConfiger(ComponentConfiger): + """The ToolConfiger class, which is used to load and manage the Tool configuration.""" + + def __init__(self, configer: Optional[Configer] = None): + """Initialize the ToolConfiger.""" + super().__init__(configer) + self.__name: Optional[str] = None + self.__description: Optional[str] = None + self.__tool_type: Optional[str] = None + self.__input_keys: Optional[List] = None + + @property + def name(self) -> Optional[str]: + """Return the name of the Tool.""" + return self.__name + + @property + def description(self) -> Optional[str]: + """Return the description of the Tool.""" + return self.__description + + @property + def tool_type(self) -> Optional[str]: + return self.__tool_type + + @property + def input_keys(self) -> Optional[List]: + return self.__input_keys + + def load(self) -> 'ToolConfiger': + """Load the configuration by the Configer object. + Returns: + ToolConfiger: the ToolConfiger object + """ + return self.load_by_configer(self.__configer) + + def load_by_configer(self, configer: Configer) -> 'ToolConfiger': + """Load the configuration by the Configer object. + Args: + configer(Configer): the Configer object + Returns: + ToolConfiger: the ToolConfiger object + """ + super().load_by_configer(configer) + + try: + self.__name = configer.value.get('name') + self.__description = configer.value.get('description') + self.__tool_type = configer.value.get('tool_type') + self.__input_keys = configer.value.get('input_keys') + except Exception as e: + raise Exception(f"Failed to parse the Tool configuration: {e}") + return self diff --git a/agentuniverse/base/config/config_type_enum.py b/agentuniverse/base/config/config_type_enum.py new file mode 100644 index 00000000..73ae92d9 --- /dev/null +++ b/agentuniverse/base/config/config_type_enum.py @@ -0,0 +1,19 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/3/12 15:39 +# @Author : jerry.zzw +# @Email : jerry.zzw@antgroup.com +# @FileName: config_type_enum.py +from enum import Enum + + +class ConfigTypeEnum(Enum): + """The enumeration of the supported configuration file types.""" + TOML = "toml" + YAML = "yaml" + JSON = "json" + XML = "xml" + PROPERTIES = "properties" + INI = "ini" + ENV = "env" diff --git a/agentuniverse/base/config/configer.py b/agentuniverse/base/config/configer.py new file mode 100644 index 00000000..ed567c62 --- /dev/null +++ b/agentuniverse/base/config/configer.py @@ -0,0 +1,163 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/3/12 14:29 +# @Author : jerry.zzw +# @Email : jerry.zzw@antgroup.com +# @FileName: config_manager.py +import re +from typing import Optional, Callable +import tomli +import yaml + +from agentuniverse.base.config.config_type_enum import ConfigTypeEnum + + +class Configer(object): + """Configger object, responsible for the configuration file load, update, etc.""" + + # List of supported file formats + __SUPPORTED_FILE_FORMATS = [ConfigTypeEnum.TOML.value, ConfigTypeEnum.YAML.value] + + def __init__(self, + path: str = None): + """Initialize the ConfigManager + Args: + path(str): the path of the configuration file + Returns: + None + """ + self.__path: str = path + self.__value: dict = {} + + @property + def path(self): + """Return the path of the configuration file""" + return self.__path + + @path.setter + def path(self, path: str): + """Set the path of the configuration file + Args: + path(str): the path of the configuration file + Returns: + None + """ + self.__path = path + + @property + def value(self): + """Return the value of the configuration file""" + return self.__value + + @value.setter + def value(self, value: dict): + """Set the value of the configuration file + Args: + value(dict): the value of the configuration file + Returns: + None + """ + self.__value = value + + def load_by_path(self, path: str) -> 'Configer': + """Load the configuration file by the given path + Args: + path(str): the path of the configuration file + Returns: + Configer: the Configer object + """ + # Check the file format. + file_format = path.split('.')[-1] + if file_format not in self.__SUPPORTED_FILE_FORMATS: + raise ValueError(f"Unsupported file format: {file_format}") + + # Choose the load method according to the file format. + load_method = self.__choice_load_method(path) + config_data = load_method(path) + self.__value = config_data + return self + + def load(self) -> 'Configer': + """Load the configuration file + + Returns: + Configer: the Configer object + """ + return self.load_by_path(self.__path) + + def get(self, key: str, default=None) -> Optional[any]: + """Return the value of the configuration file at the given key, or the default value if the key is not found + Args: + key(str): the key of the configuration file + default(any): the default value + Returns: + Optional[any]: the value of the configuration file at the given key + """ + return self.__value.get(key, default) + + def set(self, key: str, value): + """Set the value of the configuration file at the given key. + + Args: + key(str): the key of the configuration file + value(any): the value of the configuration file + Returns: + None + """ + self.__value[key] = value + pass + + def to_dict(self) -> dict: + """Return the dictionary representation of the configuration file. + + Returns: + dict: the dictionary representation of the configuration file + """ + return self.__value + + def __choice_load_method(self, path: str) -> Optional[Callable]: + """Choose the load method according to the file format. + + Args: + path(str): the path of the configuration file + Returns: + Optional[Callable]: the load method + """ + # Define the regular expression and the corresponding method map. + toml_re = re.compile(r'.*\.toml') + yaml_re = re.compile(r'.*\.yaml') + + re_method_map = { + toml_re: self.__load_toml_file, + yaml_re: self.__load_yaml_file + } + for re_compile, method in re_method_map.items(): + if re_compile.search(path): + return method + + @staticmethod + def __load_toml_file(path: str) -> dict: + """Load the toml file. + + Args: + path(str): the path of the toml file + Returns: + dict: the value of the toml file + """ + with open(path, 'rb') as f: + config_data = tomli.load(f) + return config_data + + @staticmethod + def __load_yaml_file(path: str) -> dict: + """Load the yaml file. + + Args: + path(str): the path of the yaml file + Returns: + dict: the value of the yaml file + """ + with open(path, 'r') as stream: + config_data = yaml.safe_load(stream) + return config_data diff --git a/agentuniverse/base/config/custom_configer/__init__.py b/agentuniverse/base/config/custom_configer/__init__.py new file mode 100644 index 00000000..215329cf --- /dev/null +++ b/agentuniverse/base/config/custom_configer/__init__.py @@ -0,0 +1,7 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/4/2 11:21 +# @Author : fanen.lhy +# @Email : fanen.lhy@antgroup.com +# @FileName: __init__.py.py diff --git a/agentuniverse/base/config/custom_configer/custom_key_configer.py b/agentuniverse/base/config/custom_configer/custom_key_configer.py new file mode 100644 index 00000000..d1de4836 --- /dev/null +++ b/agentuniverse/base/config/custom_configer/custom_key_configer.py @@ -0,0 +1,25 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/4/2 11:43 +# @Author : fanen.lhy +# @Email : fanen.lhy@antgroup.com +# @FileName: custom_key_configer.py + +import os + +from agentuniverse.base.annotation.singleton import singleton +from ..configer import Configer + + +@singleton +class CustomKeyConfiger(Configer): + """Use to manage user secret key.""" + def __init__(self, config_path: str = None): + self._Configer__value = {} + super().__init__(config_path) + if config_path: + self.load() + if self._Configer__value.get("KEY_LIST"): + for key, value in self._Configer__value.get("KEY_LIST").items(): + os.environ[key] = str(value) \ No newline at end of file diff --git a/agentuniverse/base/context/__init__.py b/agentuniverse/base/context/__init__.py new file mode 100644 index 00000000..7986d3ab --- /dev/null +++ b/agentuniverse/base/context/__init__.py @@ -0,0 +1,7 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/3/29 15:07 +# @Author : fanen.lhy +# @Email : fanen.lhy@antgroup.com +# @FileName: __init__.py.py diff --git a/agentuniverse/base/context/framework_context.py b/agentuniverse/base/context/framework_context.py new file mode 100644 index 00000000..f1f0783d --- /dev/null +++ b/agentuniverse/base/context/framework_context.py @@ -0,0 +1,40 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- +# @Time : 2024/3/29 15:31 +# @Author : fanen.lhy +# @Email : fanen.lhy@antgroup.com +# @FileName: framework_context.py + +from typing import Dict, Any + +from agentuniverse.base.context.framework_context_manager import FrameworkContextManager + + +class FrameworkContext: + """A context class that provides a thread level variable dictionary.""" + + def __init__(self, context: Dict[str, Any]): + """Save context dict and init an empty dict to save prior context. + + Args: + context (`dict`): + A dict contains all kv pairs + which will be added to current context. + """ + self.context = context + self.old_state = {} + + def __enter__(self): + """Preserve the prior context and set a new one.""" + for key, value in self.context.items(): + if FrameworkContextManager().is_context_exist(key): + self.old_state[key] = FrameworkContextManager().get_context(key) + FrameworkContextManager().set_context(key, value) + + def __exit__(self, exc_type, exc_value, traceback): + """Clear the current context and revert to the prior context.""" + for key, value in self.context.items(): + if key in self.old_state: + FrameworkContextManager().set_context(key, self.old_state[key]) + else: + FrameworkContextManager().del_context(key) diff --git a/agentuniverse/base/context/framework_context_manager.py b/agentuniverse/base/context/framework_context_manager.py new file mode 100644 index 00000000..7e1b048d --- /dev/null +++ b/agentuniverse/base/context/framework_context_manager.py @@ -0,0 +1,86 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/3/11 16:02 +# @Author : fanen.lhy +# @Email : fanen.lhy@antgroup.com +# @FileName: framework_context_manager.py + +from contextvars import ContextVar, Token +import threading +from typing import Dict, Any + +from agentuniverse.base.annotation.singleton import singleton + + +@singleton +class FrameworkContextManager: + """A manager class to set, get and clear thread level context.""" + + def __init__(self): + """Init an empty context variable dict and a thread lock used when + add new key to this dict.""" + self.__context_dict: Dict[str, ContextVar] = {} + self.__dict_edit_lock = threading.Lock() + + def is_context_exist(self, var_name: str) -> bool: + """Judge whether context variable exist in current context. + + Args: + var_name (`str`): + Name of the context variable. + + Returns: + A boolean value indicating whether the variable exists. + """ + return var_name in self.__context_dict + + def set_context(self, var_name: str, var_value: Any) -> Token: + """Set a context variable value. + + Args: + var_name (`str`): + Name of the context variable. + var_value (`Any`): + Value of the context variable. + """ + if var_name not in self.__context_dict: + with self.__dict_edit_lock: + if var_name not in self.__context_dict: + self.__context_dict[var_name] = ContextVar(var_name) + return self.__context_dict[var_name].set(var_value) + + def get_context(self, + var_name: str, + default_value: Any = None): + """Get a context variable value. + + Args: + var_name (`str`): + Name of the context variable. + default_value (`Any`, defaults to `None`): + Value to be returned if target context variable doesn't exist. + """ + if var_name not in self.__context_dict: + return default_value + return self.__context_dict[var_name].get(default_value) + + def del_context(self, var_name: str): + """Set a context variable to None. + + Args: + var_name (`str`): Name of the context variable. + """ + if self.is_context_exist(var_name): + self.__context_dict[var_name].set(None) + + def reset_context(self, var_name: str, token: Token): + """Reset a context variable using given token. + + Args: + var_name (`str`): + Name of the context variable. + token (`Token`): + Token used to reset a context variable. + """ + self.__context_dict[var_name].reset(token) diff --git a/agentuniverse/base/util/__init__.py b/agentuniverse/base/util/__init__.py new file mode 100644 index 00000000..d8674ea1 --- /dev/null +++ b/agentuniverse/base/util/__init__.py @@ -0,0 +1,7 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/4/2 15:29 +# @Author : jerry.zzw +# @Email : jerry.zzw@antgroup.com +# @FileName: __init__.py.py diff --git a/agentuniverse/base/util/env_util.py b/agentuniverse/base/util/env_util.py new file mode 100644 index 00000000..7c3d5473 --- /dev/null +++ b/agentuniverse/base/util/env_util.py @@ -0,0 +1,14 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/3/26 11:41 +# @Author : wangchongshi +# @Email : wangchongshi.wcs@antgroup.com +# @FileName: env.py + +import os + + +def get_from_env(env_key: str) -> str: + if env_key in os.environ and os.environ[env_key]: + return os.environ[env_key] diff --git a/agentuniverse/base/util/logging/__init__.py b/agentuniverse/base/util/logging/__init__.py new file mode 100644 index 00000000..0d271e92 --- /dev/null +++ b/agentuniverse/base/util/logging/__init__.py @@ -0,0 +1,7 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/3/11 16:04 +# @Author : fanen.lhy +# @Email : fanen.lhy@antgroup.com +# @FileName: __init__.py.py diff --git a/agentuniverse/base/util/logging/general_logger.py b/agentuniverse/base/util/logging/general_logger.py new file mode 100644 index 00000000..5a53331b --- /dev/null +++ b/agentuniverse/base/util/logging/general_logger.py @@ -0,0 +1,206 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/3/11 16:14 +# @Author : fanen.lhy +# @Email : fanen.lhy@antgroup.com +# @FileName: general_logger.py + +from abc import ABC, abstractmethod +import json +from typing import Literal + +import loguru + +from agentuniverse.base.context.framework_context_manager import FrameworkContextManager + +LOG_LEVEL = Literal[ + "TRACE", + "DEBUG", + "INFO", + "SUCCESS", + "WARNING", + "ERROR", + "CRITICAL" +] + + +def _get_context_prefix() -> str: + """Get a dict contains log prefix info from current context and format it + to a log prefix string.""" + log_context = FrameworkContextManager().get_context("LOG_CONTEXT") + if log_context: + json_str = json.dumps(log_context) + format_context_prefix = '[' + json_str[1:-1] + ']' + return format_context_prefix + else: + return "[default]" + + +def _get_source_filter(source: str) -> callable: + """Create a function to filter out specific messages that need to be + recorded in target loguru sink. + + Args: + source (`str`): + Name of the log source, only message from the same source will be + recorded. + + Returns: + A callable filter func returns bool value indicating whether the + message should be logged. + """ + + def source_filter(record) -> bool: + return record["extra"].get("source") == source + + return source_filter + + +class Logger(ABC): + """The basic class of all logger, define all level log functions.""" + + @property + def _logger(self): + """Logger field""" + return loguru.logger + + @abstractmethod + def warn(self, msg, *args, **kwargs): + """Log warn level message.""" + raise NotImplementedError + + @abstractmethod + def info(self, msg, *args, **kwargs): + """Log info level message.""" + raise NotImplementedError + + @abstractmethod + def error(self, msg, *args, **kwargs): + """Log error level message.""" + raise NotImplementedError + + @abstractmethod + def critical(self, msg, *args, **kwargs): + """Log critical level message.""" + raise NotImplementedError + + @abstractmethod + def trace(self, msg, *args, **kwargs): + """Log trace level message.""" + raise NotImplementedError + + @abstractmethod + def debug(self, msg, *args, **kwargs): + """Log debug level message.""" + raise NotImplementedError + + +class GeneralLogger(Logger): + """General logger class, create a logger with config from config file for + separate module.""" + + def __init__(self, + module_name: str, + log_path: str, + log_format: str, + log_rotation: str, + log_retention: str, + log_level: LOG_LEVEL = "INFO", + add_handler: bool = True): + """Create a new logger instance used by a specific module. + + Args: + module_name (`str`): + Name of the module, also used in log file name. + log_path (`str`): + Path of the log file. + log_format (`str`): + Format of recorded logs. + log_rotation (`str`): + Specifies the log rotation policy, controlling when a new log + file is created. It can be a time period (e.g., "1 week", + "10 days"), a file size (e.g., "100 MB"), or a function + returning True when rotation should occur. + log_retention (`str`): + Specifies the duration to keep old log files. It can be a time + span (e.g., "30 days") or a function to filter the files to be + retained. Files outside this policy are purged. + log_level (`LOG_LEVEL`, defaults to `"INFO"`): + Log level, values should be in LOG_LEVEL. + add_handler (`bool`, defaults to `True`): + Whether to add a new loguru handler only used to handle log + recorded by this instance. + """ + self.module_name = module_name + self.log_path = log_path + self.log_format = log_format + self.log_rotation = log_rotation + self.log_retention = log_retention + if add_handler: + self._add_handler(log_level) + + def update_properties(self, **kwargs): + """Update logger properties.""" + for key, value in kwargs.items(): + if hasattr(self, key): + setattr(self, key, value) + else: + raise AttributeError(f"{self.__class__.__name__} " + f"has no attribute '{key}'") + + def warn(self, msg, *args, **kwargs): + self._logger.opt(depth=1).bind( + source=self.module_name, + context_prefix=_get_context_prefix() + ).warning(msg, *args, **kwargs) + + def info(self, msg, *args, **kwargs): + self._logger.opt(depth=1).bind( + source=self.module_name, + context_prefix=_get_context_prefix() + ).info(msg, *args, **kwargs) + + def error(self, msg, *args, **kwargs): + self._logger.opt(depth=1).bind( + source=self.module_name, + context_prefix=_get_context_prefix() + ).error(msg, *args, **kwargs) + + def critical(self, msg, *args, **kwargs): + self._logger.opt(depth=1).bind( + source=self.module_name, + context_prefix=_get_context_prefix() + ).critical(msg, *args, **kwargs) + + def trace(self, msg, *args, **kwargs): + self._logger.opt(depth=1).bind( + source=self.module_name, + context_prefix=_get_context_prefix() + ).trace(msg, *args, **kwargs) + + def debug(self, msg, *args, **kwargs): + self._logger.opt(depth=1).bind( + source=self.module_name, + context_prefix=_get_context_prefix() + ).debug(msg, *args, **kwargs) + + def _add_handler(self, log_level: LOG_LEVEL = "INFO"): + """Add a new loguru log handler, use instance module name to filter out + message recorded by this instance. + + Args: + log_level (`str`, defaults to `"INFO"`): + Log level, values should be in LOG_LEVEL. + """ + self._logger.add( + sink=self.log_path, + level=log_level, + format=self.log_format, + rotation=self.log_rotation, + retention=self.log_retention, + compression='zip', + encoding="utf-8", + enqueue=True, + filter=_get_source_filter(self.module_name) + ) diff --git a/agentuniverse/base/util/logging/logging_config.py b/agentuniverse/base/util/logging/logging_config.py new file mode 100644 index 00000000..4a18e119 --- /dev/null +++ b/agentuniverse/base/util/logging/logging_config.py @@ -0,0 +1,131 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/3/13 11:28 +# @Author : fanen.lhy +# @Email : fanen.lhy@antgroup.com +# @FileName: logging_config.py + +from typing import Optional, List, Dict + +import tomli + + +def _load_toml_file(path: str) -> dict: + """Load the toml file. + + Args: + path(str): the path of the toml file + Returns: + dict: the value of the toml file + """ + with open(path, 'rb') as f: + config_data = tomli.load(f) + return config_data + + +class LoggingConfig(object): + """Config class of logging utils.""" + log_format: str = ("{time:YYYY-MM-DD HH:mm:ss.SSS} " + "| {level: <8} " + "| {extra[context_prefix]} " + "| {name}" + ":{function}" + ":{line} " + "| {message}") + log_level: str = "INFO" + log_extend_module_list: List[str] = ["sls_log"] + log_extend_module_switch: Dict[str, bool] = {} + log_path: Optional[str] = None + log_rotation: str = "10 MB" + log_retention: str = "3 days" + + # Aliyun sls configs. + sls_endpoint: str = "" + sls_project: str = "" + sls_log_store: str = "" + access_key_id: str = "" + access_key_secret: str = "" + sls_log_queue_max_size: int = 1000 + sls_log_send_interval: float = 3.0 + + def __init__(self, config_path: Optional[str] = None): + """Initialize the log config using config file if specified, otherwise + use default value. + + Args: + config_path(str): + the path of the toml file + """ + self.__config = None + try: + self.__config = _load_toml_file(config_path)["LOG_CONFIG"] + except (FileNotFoundError, TypeError): + print("can't find log config file, use default config") + for log_module in LoggingConfig.log_extend_module_list: + LoggingConfig.log_extend_module_switch[log_module] = False + return + except (tomli.TOMLDecodeError, KeyError): + print("log config file isn't a valid toml, use default config.") + for log_module in LoggingConfig.log_extend_module_list: + LoggingConfig.log_extend_module_switch[log_module] = False + return + + for log_module in LoggingConfig.log_extend_module_list: + switch = self._get_config_or_default("EXTEND_MODULE", + log_module) + if switch and switch.lower() == 'true': + LoggingConfig.log_extend_module_switch[log_module] = True + else: + LoggingConfig.log_extend_module_switch[log_module] = False + + log_level = self._get_config_or_default("BASIC_CONFIG", + "log_level") + if log_level: + LoggingConfig.log_level = log_level.upper() + + log_path = self._get_config_or_default("BASIC_CONFIG", + "log_path") + if log_path: + LoggingConfig.log_path = log_path + + log_rotation = self._get_config_or_default("BASIC_CONFIG", + "log_rotation") + if log_rotation: + LoggingConfig.log_rotation = log_rotation + + log_retention = self._get_config_or_default("BASIC_CONFIG", + "log_retention") + if log_retention: + LoggingConfig.log_retention = log_retention + + # Read sls config when sls extend module come into effect. + if LoggingConfig.log_extend_module_switch["sls_log"]: + LoggingConfig.sls_endpoint = self._get_config_or_default( + "ALIYUN_SLS_CONFIG", "sls_endpoint") + LoggingConfig.sls_project = self._get_config_or_default( + "ALIYUN_SLS_CONFIG", "sls_project") + LoggingConfig.sls_log_store = self._get_config_or_default( + "ALIYUN_SLS_CONFIG", "sls_log_store") + LoggingConfig.access_key_id = self._get_config_or_default( + "ALIYUN_SLS_CONFIG", "access_key_id") + LoggingConfig.access_key_secret = self._get_config_or_default( + "ALIYUN_SLS_CONFIG", "access_key_secret") + LoggingConfig.sls_log_queue_max_size = int( + self._get_config_or_default("ALIYUN_SLS_CONFIG", + "sls_log_queue_max_size")) + LoggingConfig.sls_log_send_interval = float( + self._get_config_or_default("ALIYUN_SLS_CONFIG", + "sls_log_send_interval")) + + def _get_config_or_default(self, section, key, default_value=None): + """Get config attribute from toml data, return default_value if no such + attribute.""" + try: + return self.__config[section][key] + except KeyError: + return default_value + + +def init_log_config(config_path: Optional[str] = None): + LoggingConfig(config_path) diff --git a/agentuniverse/base/util/logging/logging_util.py b/agentuniverse/base/util/logging/logging_util.py new file mode 100644 index 00000000..e937474b --- /dev/null +++ b/agentuniverse/base/util/logging/logging_util.py @@ -0,0 +1,198 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/3/12 15:48 +# @Author : fanen.lhy +# @Email : fanen.lhy@antgroup.com +# @FileName: logging_util.py + +import os +import sys +from typing import Optional +from pathlib import Path + +import loguru + +from .general_logger import GeneralLogger, LOG_LEVEL +from .logging_config import LoggingConfig, init_log_config +from ..system_util import get_project_root_path + +_module_logger_dict = {} +STANDARD_LOG_SUFFIX = 'all' +ERROR_LOG_SUFFIX = 'error' +LOG_FILE_PREFIX = "au" +LOG_SUB_DIR = 'logs' +LOGGER = GeneralLogger(STANDARD_LOG_SUFFIX, "", "", "", "", add_handler=False) + + +def _get_log_file_path(log_suffix: str) -> str: + """Get full log file path by contacting log save path and log file name. + If log path is not specified, create a subdir to save logs under project + root dir. + + Args: + log_suffix (`str`): + Suffix of the log file name. + + Returns: + Full log file path string. + """ + if LoggingConfig.log_path: + project_log_dir = Path(LoggingConfig.log_path) + else: + project_path = get_project_root_path() + project_log_dir = project_path / LOG_SUB_DIR + project_log_filename = f'{LOG_FILE_PREFIX}_{log_suffix}.log' + project_log_path = project_log_dir / project_log_filename + return str(project_log_path) + + +def _add_standard_logger(): + """Add a standard loguru handler.""" + LOGGER.update_properties( + log_path=_get_log_file_path(STANDARD_LOG_SUFFIX), + log_format=LoggingConfig.log_format, + log_rotation=LoggingConfig.log_rotation, + log_retention=LoggingConfig.log_retention) + loguru.logger.add( + sink=_get_log_file_path(STANDARD_LOG_SUFFIX), + level=LoggingConfig.log_level, + format=LoggingConfig.log_format, + rotation=LoggingConfig.log_rotation, + retention=LoggingConfig.log_retention, + compression='zip', + encoding="utf-8", + enqueue=True + ) + + +def _add_std_out_handler(): + """Add a loguru handler send logs to std out.""" + loguru.logger.add( + sink=sys.stdout, + level=LoggingConfig.log_level, + format=LoggingConfig.log_format, + enqueue=True + ) + + +def _add_error_log_handler(): + """Add a loguru handler to record all error level message.""" + loguru.logger.add( + sink=_get_log_file_path(ERROR_LOG_SUFFIX), + level="ERROR", + format=LoggingConfig.log_format, + rotation=LoggingConfig.log_rotation, + retention=LoggingConfig.log_retention, + compression='zip', + encoding="utf-8", + enqueue=True, + ) + + +def _add_sls_log_handler(): + """Add a handler to record all """ + from agentuniverse_extension.logger.sls_sink import SlsSink, SlsSender + sls_sender = SlsSender(LoggingConfig.sls_project, + LoggingConfig.sls_log_store, + LoggingConfig.sls_endpoint, + LoggingConfig.access_key_id, + LoggingConfig.access_key_secret, + LoggingConfig.sls_log_queue_max_size, + LoggingConfig.sls_log_send_interval) + sls_sender.start_batch_send_thread() + loguru.logger.add( + sink=SlsSink(sls_sender), + format=LoggingConfig.log_format, + level=LoggingConfig.log_level, + enqueue=True + ) + + +def get_module_logger(module_name: str, + log_level: Optional[LOG_LEVEL] = None) -> GeneralLogger: + """Get a module dedicated logger. + + Args: + module_name (`str`): + Name of the module, also used in log file name. + log_level (`LOG_LEVEL`, defaults to `None`): + Log level, values should be in LOG_LEVEL. If log_level is none, + use log level in logging config as default value. + + Returns: + Return a logger used to record specify module log. + """ + if module_name in _module_logger_dict: + return _module_logger_dict.get(module_name) + if not log_level: + log_level = LoggingConfig.log_level + new_logger = GeneralLogger(module_name, + _get_log_file_path(module_name), + LoggingConfig.log_format, + LoggingConfig.log_rotation, + LoggingConfig.log_retention, + log_level) + _module_logger_dict[module_name] = new_logger + return new_logger + + +def add_sink(sink, log_level: Optional[LOG_LEVEL] = None) -> bool: + """Validate the given sink and add it to the loguru logger if valid. + + Args: + sink : + A filepath (str), file object, object with `write` method, + or callable function with only one param named message. + log_level (`LOG_LEVEL`, defaults to `None`): + Log level, values should be in LOG_LEVEL. If log_level is none, + use log level in logging config as default value. + Return: + True if the sink was successfully added, False otherwise. + """ + valid_sink = False + + if isinstance(sink, str): + # If the sink is a string, assume it's a file path + valid_sink = True + + elif hasattr(sink, 'write') and callable(getattr(sink, 'write')): + # An object with a write method (like file objects or class instances) + valid_sink = True + + elif callable(sink): + # A callable object, such as a function or a lambda + valid_sink = True + + if valid_sink: + try: + loguru.logger.add( + sink=sink, + format=LoggingConfig.log_format, + level=log_level or LoggingConfig.log_level, + enqueue=True + ) + return True + except Exception as e: + print(f"Failed to add log sink due to error: {e}") + + print( + f"The provided sink type {type(sink)} is not supported " + f"or caused an error.") + return False + + +def init_loggers(config_path: Optional[str] = None): + """Parse config and initialize all loggers and handlers. + + Args: + config_path (`str`): + Path of the log config file. + """ + init_log_config(config_path) + loguru.logger.remove() + _add_std_out_handler() + _add_error_log_handler() + if LoggingConfig.log_extend_module_switch["sls_log"]: + _add_sls_log_handler() + _add_standard_logger() diff --git a/agentuniverse/base/util/memory_util.py b/agentuniverse/base/util/memory_util.py new file mode 100644 index 00000000..e89e584c --- /dev/null +++ b/agentuniverse/base/util/memory_util.py @@ -0,0 +1,18 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/3/27 11:37 +# @Author : wangchongshi +# @Email : wangchongshi.wcs@antgroup.com +# @FileName: memory_util.py +from typing import List + +from agentuniverse.agent.memory.message import Message + + +def generate_messages(memories: list) -> List[Message]: + messages = [] + for memory in memories: + message: Message = Message(type=memory.get('type'), content=memory.get('content')) + messages.append(message) + return messages diff --git a/agentuniverse/base/util/prompt_util.py b/agentuniverse/base/util/prompt_util.py new file mode 100644 index 00000000..2045e23f --- /dev/null +++ b/agentuniverse/base/util/prompt_util.py @@ -0,0 +1,162 @@ +from enum import Enum +from typing import List +from langchain.chains.summarize import load_summarize_chain +import asyncio +from langchain_core.documents import Document +from langchain_core.prompts import PromptTemplate +from agentuniverse.llm.llm import LLM +from agentuniverse.llm.llm_manager import LLMManager +from agentuniverse.prompt.prompt_model import AgentPromptModel + + +class PromptProcessEnum(Enum): + TRUNCATE = 'truncate' + STUFF = 'stuff' + MAP_REDUCE = 'map_reduce' + + @classmethod + def from_value(cls, value): + for member in cls: + if member.value.lower() == value.lower(): + return member + raise ValueError(f"No enum member with value: {value}") + + +summarize_prompt_template = """ +写下这段文字的详细摘要，输出结果中需要涵盖文本的要点、数据以及任何重要的细节。 +注意：结果输出时必须用中文。 +{text} +""" + +combine_prompt_template = """ +写出以下由三重反引号分隔的文本的详细摘要，输出结果中需要涵盖文本的要点、数据以及任何重要的细节。 +注意：结果输出时必须用中文。 +```{text}``` +""" + +summarize_prompt = PromptTemplate(template=summarize_prompt_template, input_variables=["text"]) +combine_prompt = PromptTemplate(template=combine_prompt_template, input_variables=["text"]) + + +def summarize_by_stuff(texts: List[str], llm: LLM): + """ + stuff summarization -- general method + """ + stuff_chain = load_summarize_chain(llm.as_langchain(), chain_type='stuff', verbose=True, prompt=summarize_prompt) + return asyncio.run(stuff_chain.arun([Document(page_content=text) for text in texts])) + + +def summarize_by_map_reduce(texts: List[str], llm: LLM, agent_llm: LLM): + """ + map reduce summarization -- general method + """ + texts = split_texts(texts, agent_llm) + map_reduce_chain = load_summarize_chain(llm.as_langchain(), chain_type='map_reduce', verbose=True, + map_prompt=summarize_prompt, + combine_prompt=combine_prompt) + return asyncio.run(map_reduce_chain.arun([Document(page_content=text) for text in texts])) + + +def split_text_on_tokens(text: str, text_token, chunk_size=800, chunk_overlap=100) -> List[str]: + """Split incoming text and return chunks using tokenizer.""" + # Calculate the number of characters represented by each token. + char_per_token = len(text) / text_token + chunk_char_size = int(chunk_size * char_per_token) + chunk_char_overlap = int(chunk_overlap * char_per_token) + + result = [] + current_position = 0 + + while current_position + chunk_char_overlap < len(text): + if current_position + chunk_char_size >= len(text): + chunk = text[current_position:] + else: + chunk = text[current_position:current_position + chunk_char_size] + + result.append(chunk) + current_position += chunk_char_size - chunk_char_overlap + + return result + + +def split_texts(texts: list[str], agent_llm: LLM, chunk_size=800, chunk_overlap=100, retry=True) -> list[str]: + """ + split texts into chunks with the fixed token length -- general method + """ + try: + split_texts_res = [] + llm = agent_llm.as_langchain() + for text in texts: + text_token = llm.get_num_tokens(text) + split_texts_res.extend( + split_text_on_tokens(text=text, text_token=text_token, chunk_size=chunk_size, + chunk_overlap=chunk_overlap)) + return split_texts_res + except Exception as e: + if retry: + return split_texts(texts=texts, agent_llm=agent_llm, retry=False) + raise ValueError("split text failed, exception=" + str(e)) + + +def truncate_content(content: str, token_length: int, agent_llm: LLM) -> str: + """ + truncate the content based on the llm token limit + """ + return str(split_texts(texts=[content], chunk_size=token_length, agent_llm=agent_llm)[0]) + + +def generate_template(agent_prompt_model: AgentPromptModel, prompt_assemble_order: list[str]) -> str: + """Convert the agent prompt model to an ordered list. + + Args: + agent_prompt_model (AgentPromptModel): The agent prompt model. + prompt_assemble_order (list[str]): The prompt assemble ordered list. + Returns: + list: The ordered list. + """ + values = [] + for attr in prompt_assemble_order: + value = getattr(agent_prompt_model, attr, None) + if value is not None: + values.append(value) + + return "\n".join(values) + + +def process_llm_token(prompt_template: PromptTemplate, profile: dict, planner_input: dict): + """Process the prompt template based on the prompt processor. + + Args: + prompt_template (PromptTemplate): The prompt template. + profile (dict): The profile. + planner_input (dict): The planner input. + """ + llm_model: dict = profile.get('llm_model') + llm_name: str = llm_model.get('name') + + prompt_processor: dict = llm_model.get('prompt_processor') or dict() + prompt_processor_type: str = prompt_processor.get('type') or PromptProcessEnum.TRUNCATE.value + prompt_processor_llm: str = prompt_processor.get('llm') or llm_name + prompt_input_dict = {key: planner_input[key] for key in prompt_template.input_variables if key in planner_input} + + agent_llm: LLM = LLMManager().get_instance_obj(llm_name) + llm_max_tokens: int = agent_llm.max_tokens + prompt_llm: LLM = LLMManager().get_instance_obj(prompt_processor_llm) + + prompt = prompt_template.format(**prompt_input_dict) + prompt_token_length: int = len(prompt) + + if prompt_token_length <= llm_max_tokens: + return + + remaining_token_length: int = prompt_token_length - llm_max_tokens + + process_prompt_type_enum = PromptProcessEnum.from_value(prompt_processor_type) + + content = planner_input.get('background') + if process_prompt_type_enum == PromptProcessEnum.TRUNCATE: + planner_input['background'] = truncate_content(content, remaining_token_length, agent_llm) + elif process_prompt_type_enum == PromptProcessEnum.STUFF: + planner_input['background'] = summarize_by_stuff([content], prompt_llm) + elif process_prompt_type_enum == PromptProcessEnum.MAP_REDUCE: + planner_input['background'] = summarize_by_map_reduce([content], prompt_llm, agent_llm) diff --git a/agentuniverse/base/util/system_util.py b/agentuniverse/base/util/system_util.py new file mode 100644 index 00000000..94d977be --- /dev/null +++ b/agentuniverse/base/util/system_util.py @@ -0,0 +1,26 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/3/14 10:42 +# @Author : fanen.lhy +# @Email : fanen.lhy@antgroup.com +# @FileName: system_util.py + +from pathlib import Path + +PROJECT_ROOT_PATH = None + + +def get_project_root_path() -> Path: + """Get the project root path.""" + global PROJECT_ROOT_PATH + if PROJECT_ROOT_PATH: + return PROJECT_ROOT_PATH + current_work_directory = Path.cwd() + if current_work_directory.name != 'bootstrap': + print(f"Warn: Boot file is not located under directory 'bootstrap', " + f"but under '{current_work_directory.name}'") + + root_path = current_work_directory.parents[1] + PROJECT_ROOT_PATH = root_path + return root_path diff --git a/agentuniverse/llm/__init__.py b/agentuniverse/llm/__init__.py new file mode 100644 index 00000000..97fee9e2 --- /dev/null +++ b/agentuniverse/llm/__init__.py @@ -0,0 +1,7 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/4/2 15:20 +# @Author : jerry.zzw +# @Email : jerry.zzw@antgroup.com +# @FileName: __init__.py.py diff --git a/agentuniverse/prompt/__init__.py b/agentuniverse/prompt/__init__.py new file mode 100644 index 00000000..b105f09f --- /dev/null +++ b/agentuniverse/prompt/__init__.py @@ -0,0 +1,6 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- +# @Time : 2024/4/2 15:57 +# @Author : heji +# @Email : lc299034@antgroup.com +# @FileName: __init__.py.py diff --git a/agentuniverse_connector/__init__.py b/agentuniverse_connector/__init__.py new file mode 100644 index 00000000..2adf7cb8 --- /dev/null +++ b/agentuniverse_connector/__init__.py @@ -0,0 +1,7 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/4/2 11:11 +# @Author : jerry.zzw +# @Email : jerry.zzw@antgroup.com +# @FileName: __init__.py.py diff --git 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b/pyproject.toml @@ -0,0 +1,114 @@ +[tool.poetry] +name = "agentUniverse" +version = "0.0.2" +description = "agentUniverse is a framework for developing applications powered by multi-agent base on large language model." +authors = ["AntGroup "] +readme = "README.md" + +[tool.poetry.dependencies] +python = "^3.10" +requests = "^2.31.0" +cffi = "^1.15.1" +flask = "2.2" +werkzeug = "2.2.2" +langchain = "0.0.352" +langchain-core = "0.1.3" +openai = '1.13.3' +tiktoken = '0.5.2' +loguru = '0.7.2' +flask_cors = '4.0.0' +SQLAlchemy = '2.0.25' +pydantic = "^2.6.4" +gunicorn = "21.2.0" +chromadb = "0.4.24" +sphinx = "^7.2.6" +sphinx-rtd-theme = "^2.0.0" +aliyun-log-python-sdk = "0.8.8" +googleapis-common-protos = "^1.63.0" +myst-parser = "^2.0.0" + +[tool.poetry.group.dev.dependencies] +pytest = "^7.2.0" +pytest-cov = "^4.0.0" +deptry = "^0.6.4" +pre-commit = "^2.20.0" + + +[[tool.poetry.source]] +name = "china" +url = "https://mirrors.aliyun.com/pypi/simple/" +priority = "primary" + +[build-system] +requires = ["poetry-core>=1.0.0"] +build-backend = "poetry.core.masonry.api" + +[tool.black] +line-length = 120 +target-version = ['py37'] +preview = true + +[tool.mypy] +files = ["agentuniverse"] +disallow_untyped_defs = "True" +disallow_any_unimported = "True" +no_implicit_optional = "True" +check_untyped_defs = "True" +warn_return_any = "True" +warn_unused_ignores = "True" +show_error_codes = "True" + +[tool.ruff] +target-version = "py37" +line-length = 120 +fix = true +select = [ + # flake8-2020 + "YTT", + # flake8-bandit + "S", + # flake8-bugbear + "B", + # flake8-builtins + "A", + # flake8-comprehensions + "C4", + # flake8-debugger + "T10", + # flake8-simplify + "SIM", + # isort + "I", + # mccabe + "C90", + # pycodestyle + "E", "W", + # pyflakes + "F", + # pygrep-hooks + "PGH", + # pyupgrade + "UP", + # ruff + "RUF", + # tryceratops + "TRY", +] +ignore = [ + # LineTooLong + "E501", + # DoNotAssignLambda + "E731", +] + +[tool.ruff.per-file-ignores] +"tests/*" = ["S101"] + +[tool.coverage.report] +skip_empty = true + +[tool.coverage.run] +branch = true +source = ["agentuniverse"] + + diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 00000000..9c5f642b --- /dev/null +++ b/requirements.txt @@ -0,0 +1,20 @@ +requests>=2.31.0 +cffi>=1.15.1 +flask>=2.2 +werkzeug>=2.2.2 +langchain>=0.0.352 +langchain-core>=0.1.3 +openai>=1.13.3 +tiktoken>=0.5.2 +loguru>=0.7.2 +flask_cors>=4.0.0 +SQLAlchemy>=2.0.25 +pydantic>=2.6.4 +gunicorn>=21.2.0 +chromadb>=0.4.24 +sphinx>=7.2.6 +sphinx-rtd-theme>=2.0.0 +aliyun-log-python-sdk>=0.8.8 +googleapis-common-protos>=1.63.0 +myst-parser>=2.0.0 +pdfminer.six \ No newline at end of file diff --git a/setup.py b/setup.py new file mode 100644 index 00000000..c6ec97e5 --- /dev/null +++ b/setup.py @@ -0,0 +1,43 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/4/8 16:17 +# @Author : jerry.zzw +# @Email : jerry.zzw@antgroup.com +# @FileName: setup.py + +import setuptools + +with open("README_PYPI.md", "r") as fh: + long_description = fh.read() + + +def read_requirements(): + with open('requirements.txt', 'r') as req: + content = req.read() + requirements = content.split('\n') + + return requirements + + +setuptools.setup( + name="agentUniverse", + version="0.0.3", + author="AntGroup", + author_email="jerry.zzw@antgroup.com", + description="agentUniverse is a framework for developing applications powered " + "by multi-agent base on large language model.", + long_description=long_description, + long_description_content_type="text/markdown", + url="https://gitee.com/agentUniverse/agentUniverse", + packages=setuptools.find_packages(), + package_data={ + '': ['*.yaml'], + }, + install_requires=read_requirements(), + classifiers=[ + 'Programming Language :: Python :: 3.10', + "License :: OSI Approved :: Apache Software License", + "Operating System :: OS Independent", + ], +) diff --git a/tests/__init__.py b/tests/__init__.py new file mode 100644 index 00000000..991a7bee --- /dev/null +++ b/tests/__init__.py @@ -0,0 +1,7 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/4/2 11:12 +# @Author : jerry.zzw +# @Email : jerry.zzw@antgroup.com +# @FileName: __init__.py.py diff --git a/tests/test_agentuniverse/__init__.py b/tests/test_agentuniverse/__init__.py new file mode 100644 index 00000000..32316db1 --- /dev/null +++ b/tests/test_agentuniverse/__init__.py @@ -0,0 +1,7 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/4/2 15:33 +# @Author : jerry.zzw +# @Email : jerry.zzw@antgroup.com +# @FileName: __init__.py.py diff --git a/tests/test_agentuniverse/mock/__init__.py b/tests/test_agentuniverse/mock/__init__.py new file mode 100644 index 00000000..a862694a --- /dev/null +++ b/tests/test_agentuniverse/mock/__init__.py @@ -0,0 +1,7 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/4/2 16:57 +# @Author : fanen.lhy +# @Email : fanen.lhy@antgroup.com +# @FileName: __init__.py.py diff --git a/tests/test_agentuniverse/mock/agent_serve/__init__.py b/tests/test_agentuniverse/mock/agent_serve/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/tests/test_agentuniverse/mock/agent_serve/mock_agent.py b/tests/test_agentuniverse/mock/agent_serve/mock_agent.py new file mode 100644 index 00000000..e69de29b diff --git a/tests/test_agentuniverse/mock/agent_serve/mock_application_config_manager.py b/tests/test_agentuniverse/mock/agent_serve/mock_application_config_manager.py new file mode 100644 index 00000000..e69de29b diff --git a/tests/test_agentuniverse/mock/agent_serve/mock_service_manager.py b/tests/test_agentuniverse/mock/agent_serve/mock_service_manager.py new file mode 100644 index 00000000..e69de29b diff --git a/tests/test_agentuniverse/mock/agent_serve/mock_simple_service.py b/tests/test_agentuniverse/mock/agent_serve/mock_simple_service.py new file mode 100644 index 00000000..e69de29b diff --git a/tests/test_agentuniverse/unit/__init__.py b/tests/test_agentuniverse/unit/__init__.py new file mode 100644 index 00000000..a862694a --- /dev/null +++ b/tests/test_agentuniverse/unit/__init__.py @@ -0,0 +1,7 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/4/2 16:57 +# @Author : fanen.lhy +# @Email : fanen.lhy@antgroup.com +# @FileName: __init__.py.py diff --git a/tests/test_agentuniverse/unit/agent/__init__.py b/tests/test_agentuniverse/unit/agent/__init__.py new file mode 100644 index 00000000..d9e5df03 --- /dev/null +++ b/tests/test_agentuniverse/unit/agent/__init__.py @@ -0,0 +1,7 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/4/2 17:27 +# @Author : wangchongshi +# @Email : wangchongshi.wcs@antgroup.com +# @FileName: __init__.py.py diff --git a/tests/test_agentuniverse/unit/agent/action/__init__.py b/tests/test_agentuniverse/unit/agent/action/__init__.py new file mode 100644 index 00000000..7410bb31 --- /dev/null +++ b/tests/test_agentuniverse/unit/agent/action/__init__.py @@ -0,0 +1,7 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/4/2 18:05 +# @Author : wangchongshi +# @Email : wangchongshi.wcs@antgroup.com +# @FileName: __init__.py.py diff --git a/tests/test_agentuniverse/unit/agent/action/knowledge/__init__.py b/tests/test_agentuniverse/unit/agent/action/knowledge/__init__.py new file mode 100644 index 00000000..7410bb31 --- /dev/null +++ b/tests/test_agentuniverse/unit/agent/action/knowledge/__init__.py @@ -0,0 +1,7 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/4/2 18:05 +# @Author : wangchongshi +# @Email : wangchongshi.wcs@antgroup.com +# @FileName: __init__.py.py diff --git a/tests/test_agentuniverse/unit/agent/action/knowledge/embedding/__init__.py b/tests/test_agentuniverse/unit/agent/action/knowledge/embedding/__init__.py new file mode 100644 index 00000000..6d61a889 --- /dev/null +++ b/tests/test_agentuniverse/unit/agent/action/knowledge/embedding/__init__.py @@ -0,0 +1,7 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/4/2 18:06 +# @Author : wangchongshi +# @Email : wangchongshi.wcs@antgroup.com +# @FileName: __init__.py.py diff --git a/tests/test_agentuniverse/unit/agent/action/knowledge/embedding/test_embedding.py b/tests/test_agentuniverse/unit/agent/action/knowledge/embedding/test_embedding.py new file mode 100644 index 00000000..4af4c24c --- /dev/null +++ b/tests/test_agentuniverse/unit/agent/action/knowledge/embedding/test_embedding.py @@ -0,0 +1,37 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- +# @Time : 2024/3/22 10:27 +# @Author : wangchongshi +# @Email : wangchongshi.wcs@antgroup.com +# @FileName: test_embedding.py +import asyncio +import unittest + +from agentuniverse.agent.action.knowledge.embedding.openai_embedding import OpenAIEmbedding + + +class EmbeddingTest(unittest.TestCase): + """ + Test cases for Embedding class + """ + + def setUp(self) -> None: + self.embedding = OpenAIEmbedding(embedding_model_name='text-embedding-3-small', + dimensions=1536) + + def test_get_embeddings(self) -> None: + res = self.embedding.get_embeddings(texts=["hello world"]) + print(res) + + def test_async_get_embeddings(self) -> None: + res = asyncio.run(self.embedding.async_get_embeddings(texts=["hello world"])) + print(res) + + def test_as_langchain(self) -> None: + langchain_embedding = self.embedding.as_langchain() + res = langchain_embedding.embed_documents(texts=["hello world"]) + print(res) + + +if __name__ == '__main__': + unittest.main() diff --git a/tests/test_agentuniverse/unit/agent/action/knowledge/test_knowledge.py b/tests/test_agentuniverse/unit/agent/action/knowledge/test_knowledge.py new file mode 100644 index 00000000..09516779 --- /dev/null +++ b/tests/test_agentuniverse/unit/agent/action/knowledge/test_knowledge.py @@ -0,0 +1,43 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/3/20 10:10 +# @Author : wangchongshi +# @Email : wangchongshi.wcs@antgroup.com +# @FileName: test_knowledge.py +import unittest + +from agentuniverse.agent.action.knowledge.embedding.openai_embedding import OpenAIEmbedding +from agentuniverse.agent.action.knowledge.knowledge import Knowledge +from agentuniverse.agent.action.knowledge.store.chroma_store import ChromaStore +from agentuniverse.agent.action.knowledge.store.query import Query +from agentuniverse.agent.action.knowledge.store.document import Document + + +class KnowledgeTest(unittest.TestCase): + """ + Test cases for Knowledge class + """ + + def setUp(self) -> None: + init_params = {} + init_params['name'] = 'test_knowledge' + init_params['description'] = 'test_knowledge_description' + init_params['store'] = ChromaStore(collection_name="test_knowledge", embedding_model=OpenAIEmbedding( + embedding_model_name='text-embedding-ada-002')) + self.knowledge = Knowledge(**init_params) + + def test_store_insert_documents(self) -> None: + store = self.knowledge.store + store.insert_documents([Document(text='This is a document about engineer'), + Document(text='This is a document about finance')]) + + def test_query(self) -> None: + store = self.knowledge.store + query = Query(query_str='Which stock is the best?', similarity_top_k=1) + res = store.query(query) + print(res) + + +if __name__ == '__main__': + unittest.main() diff --git a/tests/test_agentuniverse/unit/agent/config.toml b/tests/test_agentuniverse/unit/agent/config.toml new file mode 100644 index 00000000..1ca77e43 --- /dev/null +++ b/tests/test_agentuniverse/unit/agent/config.toml @@ -0,0 +1,33 @@ +[BASE_INFO] +# The app name will be applied to all processes including agent service integration. +appname = 'demo_app' + +[CORE_PACKAGE] +# Perform a full component scan and registration for all the paths under this list. +default = [] +# Scan and register agent components for all paths under this list, with priority over the default. +agent = [] +# Scan and register agent components for all paths under this list, with priority over the default. +knowledge = [] +# Scan and register knowledge components for all paths under this list, with priority over the default. +llm = [] +# Scan and register llm components for all paths under this list, with priority over the default. +planner = [] +# Scan and register planner components for all paths under this list, with priority over the default. +tool = [] +# Scan and register memory components for all paths under this list, with priority over the default. +memory = [] +# Scan and register service components for all paths under this list, with priority over the default. +service = [] + +[SUB_CONFIG_PATH] +# Log config file path, an absolute path or a relative path based on the dir where the current config file is located. +log_config_path = './log_config.toml' +# Gunicorn config file path, an absolute path or a relative path based on the dir where the current config file is located. +gunicorn_config_path = './gunicorn_config.toml' +# Custom key file path, use to save your own secret key like open ai or sth else. REMEMBER TO ADD IT TO .gitignore. +#custom_key_path = './custom_key.toml' + +[DB] +# A mysql db uri used to save web request task status. Status will be saved in sqllite if the uri is empty all not exist. +mysql_uri = '' \ No newline at end of file diff --git a/tests/test_agentuniverse/unit/agent/gunicorn_config.toml b/tests/test_agentuniverse/unit/agent/gunicorn_config.toml new file mode 100644 index 00000000..8865a33a --- /dev/null +++ b/tests/test_agentuniverse/unit/agent/gunicorn_config.toml @@ -0,0 +1,8 @@ +[GUNICORN_CONFIG] +bind = '127.0.0.1:8000' +backlog = 2048 +worker_class = 'gthread' +threads = 4 +workers = 5 +timeout = 60 +keepalive = 10 diff --git a/tests/test_agentuniverse/unit/agent/log_config.toml b/tests/test_agentuniverse/unit/agent/log_config.toml new file mode 100644 index 00000000..84d8a533 --- /dev/null +++ b/tests/test_agentuniverse/unit/agent/log_config.toml @@ -0,0 +1,32 @@ +[LOG_CONFIG] +[LOG_CONFIG.BASIC_CONFIG] +# Loguru log level. +log_level = "INFO" +# Output path of the log file. If value is empty, agentUniverse will create a subdir under your workdir to save logs. +log_path = "./.test_log_dir" +# Specifies the log rotation policy, controlling when a new log file is created. It can be a time period +# (e.g., "1 week"), a file size (e.g., "100 MB"), or a function returning True when rotation should occur. +log_rotation = "100 MB" +# Specifies the duration to keep old log files. It can be a time span (e.g., "30 days") or a function to filter the +# files to be retained. Files outside this policy are purged. +log_retention = "7 days" + +[LOG_CONFIG.EXTEND_MODULE] +# Whether use aliyun simple log server. If value is True, you should fill the ALIYUN_SLS_CONFIG below. +sls_log = "False" + +[LOG_CONFIG.ALIYUN_SLS_CONFIG] +# Aliyun sls endpoint. +sls_endpoint = "mock_endpoint" +# Your sls log project name. +sls_project = "mock_project" +# Your sls log store name. +sls_log_store = "mock_log_store" +# Aliyun sls access_key_id. +access_key_id = "mock_key_id" +# Aliyun sls access_key_secret. +access_key_secret = "mock_key_secret" +# Log queue max size, agentUniverse use a queue to save the logs to be sent, they will be sent periodically. +sls_log_queue_max_size = 1000 +# Interval of sending logs to aliyun sls. +sls_log_send_interval = 3.0 \ No newline at end of file diff --git a/tests/test_agentuniverse/unit/agent/memory/__init__.py b/tests/test_agentuniverse/unit/agent/memory/__init__.py new file mode 100644 index 00000000..886203a6 --- /dev/null +++ b/tests/test_agentuniverse/unit/agent/memory/__init__.py @@ -0,0 +1,7 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/4/2 18:08 +# @Author : wangchongshi +# @Email : wangchongshi.wcs@antgroup.com +# @FileName: __init__.py.py diff --git a/tests/test_agentuniverse/unit/agent/memory/test_memory.py b/tests/test_agentuniverse/unit/agent/memory/test_memory.py new file mode 100644 index 00000000..0081a274 --- /dev/null +++ b/tests/test_agentuniverse/unit/agent/memory/test_memory.py @@ -0,0 +1,103 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/3/20 17:34 +# @Author : wangchongshi +# @Email : wangchongshi.wcs@antgroup.com +# @FileName: test_memory.py +import unittest + +from langchain.chains import ConversationChain, LLMChain +from langchain_core.prompts import PromptTemplate + +from agentuniverse.agent.memory.chat_memory import ChatMemory +from agentuniverse.agent.memory.enum import MemoryTypeEnum +from agentuniverse.agent.memory.message import Message +from agentuniverse.llm.openai_llm import OpenAILLM + +template = """ +You are a chatbot having a conversation with a human. + +Previous conversation: +{chat_history} + +Human: {human_input} +Chatbot: +""" + + +class MemoryTest(unittest.TestCase): + """ + Test cases for Memory class + """ + + def setUp(self) -> None: + init_params = dict() + init_params['model_name'] = 'gpt-3.5-turbo' + init_params['temperature'] = 0.7 + init_params['max_retries'] = 2 + init_params['streaming'] = False + + init_params['llm'] = OpenAILLM(**init_params) + init_params['memory_key'] = 'chat_history' + init_params['max_tokens'] = '1024' + init_params['type'] = MemoryTypeEnum.LONG_TERM + self.message0 = Message(type='system', content='This is the system message') + self.message1 = Message(type='human', content='Hi, my name is Edwin') + self.message2 = Message(type='ai', content='Hello Edwin, nice to meet you.') + init_params['messages'] = [self.message0, self.message1, self.message2] + self.chat_memory = ChatMemory(**init_params) + + def test_summarize_memory_1(self) -> None: + langchain_memory = self.chat_memory.as_langchain() + langchain_memory.memory_key = 'history' + llm_chain = ConversationChain(llm=langchain_memory.llm, + memory=langchain_memory) + conversation = llm_chain.predict(input='Who am I？') + print(conversation) + + def test_summarize_memory_2(self) -> None: + langchain_memory = self.chat_memory.as_langchain() + prompt = PromptTemplate( + input_variables=["chat_history", "human_input"], template=template + ) + llm_chain = LLMChain(llm=langchain_memory.llm, prompt=prompt, + memory=langchain_memory) + conversation = llm_chain.predict(human_input='Who am I？') + print(conversation) + + def test_summarize_memory_3(self) -> None: + langchain_memory = self.chat_memory.as_langchain() + prompt = PromptTemplate( + input_variables=["chat_history", "human_input"], template=template + ) + llm_chain = LLMChain(llm=langchain_memory.llm, verbose=True, + memory=langchain_memory, prompt=prompt) + res = llm_chain(inputs={'human_input': 'What is my name?'}) + print(res) + + def test_truncate_memory_1(self) -> None: + self.chat_memory.type = MemoryTypeEnum.SHORT_TERM + langchain_memory = self.chat_memory.as_langchain() + prompt = PromptTemplate( + input_variables=["chat_history", "human_input"], template=template + ) + llm_chain = LLMChain(llm=langchain_memory.llm, prompt=prompt, + memory=langchain_memory) + conversation = llm_chain.predict(human_input='Who am I？') + print(conversation) + + def test_truncate_memory_2(self) -> None: + self.chat_memory.type = MemoryTypeEnum.SHORT_TERM + langchain_memory = self.chat_memory.as_langchain() + prompt = PromptTemplate( + input_variables=["chat_history", "human_input"], template=template + ) + llm_chain = LLMChain(llm=langchain_memory.llm, + memory=langchain_memory, prompt=prompt) + res = llm_chain({'human_input': 'What is my name?'}) + print(res) + + +if __name__ == '__main__': + unittest.main() diff --git a/tests/test_agentuniverse/unit/agent/test_agent.py b/tests/test_agentuniverse/unit/agent/test_agent.py new file mode 100644 index 00000000..5a143e7f --- /dev/null +++ b/tests/test_agentuniverse/unit/agent/test_agent.py @@ -0,0 +1,26 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- +# @Time : 2024/3/18 15:27 +# @Author : heji +# @Email : lc299034@antgroup.com +# @FileName: test_agent.py +import unittest + +from agentuniverse.agent.agent import Agent +from agentuniverse.agent.agent_manager import AgentManager +from agentuniverse.agent.output_object import OutputObject +from agentuniverse.base.agentuniverse import AgentUniverse + +AgentUniverse().start(config_path='./config.toml') + + +class TestAgent(unittest.TestCase): + + def test_rag_agent(self): + instance: Agent = AgentManager().get_instance_obj('rag_agent') + output_object: OutputObject = instance.run(input='分析下先锋领航退出中国的原因') + print(output_object.get_data('output')) + + +if __name__ == '__main__': + unittest.main() diff --git a/tests/test_agentuniverse/unit/agent_serve/__init__.py b/tests/test_agentuniverse/unit/agent_serve/__init__.py new file mode 100644 index 00000000..53b138e1 --- /dev/null +++ b/tests/test_agentuniverse/unit/agent_serve/__init__.py @@ -0,0 +1,7 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/4/2 17:34 +# @Author : fanen.lhy +# @Email : fanen.lhy@antgroup.com +# @FileName: __init__.py.py diff --git a/tests/test_agentuniverse/unit/agent_serve/test_service.py b/tests/test_agentuniverse/unit/agent_serve/test_service.py new file mode 100644 index 00000000..b5a43bff --- /dev/null +++ b/tests/test_agentuniverse/unit/agent_serve/test_service.py @@ -0,0 +1,32 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/3/18 09:19 +# @Author : fanen.lhy +# @Email : fanen.lhy@antgroup.com +# @FileName: test_service.py +import pytest +from unittest.mock import patch + +from agentuniverse.agent_serve.service import Service +from agentuniverse.agent_serve.service_configer import ServiceConfiger +from tests.test_agentuniverse.mock.agent_serve.mock_application_config_manager import MockApplicationConfigManager +from tests.test_agentuniverse.mock.agent_serve.mock_agent import MockAgent + + +@patch('agentuniverse.agent_serve.service.Agent', new=MockAgent) +@patch('agentuniverse.agent_serve.service.ApplicationConfigManager', new=MockApplicationConfigManager) +def test_service(): + agent = MockAgent({"test_result": "ok"}) + service_configer = ServiceConfiger() + service_configer._ServiceConfiger__name = "test_service" + service_configer._ServiceConfiger__description = "test_service" + service_configer._ServiceConfiger__agent = agent + service = Service(name="test_service") + service.initialize_by_component_configer(service_configer) + run_result = service.run() + assert service.run() == '{"test_result": "ok"}' + + +if __name__ == "__main__": + pytest.main([__file__, "-s"]) diff --git a/tests/test_agentuniverse/unit/agent_serve/test_service_instance.py b/tests/test_agentuniverse/unit/agent_serve/test_service_instance.py new file mode 100644 index 00000000..87ead90b --- /dev/null +++ b/tests/test_agentuniverse/unit/agent_serve/test_service_instance.py @@ -0,0 +1,31 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- +import unittest + +# @Time : 2024/3/18 22:45 +# @Author : fanen.lhy +# @Email : fanen.lhy@antgroup.com +# @FileName: test_service_instance.py +import pytest +from unittest.mock import patch + +from agentuniverse.agent_serve.service_instance import ServiceInstance +from tests.test_agentuniverse.mock.agent_serve.mock_service_manager import ( + ServiceManager, TEST_SERVICE_LIST, TEST_STR +) + + +@patch('agentuniverse.agent_serve.service_instance.ServiceManager', new=ServiceManager) +def test_service_instance(): + unittest.TestCase().assertRaises(Exception, + ServiceInstance.__init__, + "not_exist_service_code") + + service_instance = ServiceInstance(TEST_SERVICE_LIST[0]) + result = service_instance.run() + assert result == TEST_STR + + +if __name__ == "__main__": + pytest.main([__file__, "-s"]) + diff --git a/tests/test_agentuniverse/unit/agent_serve/test_service_manager.py b/tests/test_agentuniverse/unit/agent_serve/test_service_manager.py new file mode 100644 index 00000000..14943d8b --- /dev/null +++ b/tests/test_agentuniverse/unit/agent_serve/test_service_manager.py @@ -0,0 +1,46 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- +import unittest + +# @Time : 2024/3/18 22:06 +# @Author : fanen.lhy +# @Email : fanen.lhy@antgroup.com +# @FileName: test_service_manager.py +import pytest +from unittest.mock import patch, MagicMock + +from agentuniverse.agent_serve.service_manager import ServiceManager +from tests.test_agentuniverse.mock.agent_serve.mock_simple_service import SimpleService +from tests.test_agentuniverse.mock.agent_serve.mock_application_config_manager import MockApplicationConfigManager + +@patch("agentuniverse.agent_serve.service_manager.Service", new=SimpleService) +@patch("agentuniverse.base.component.component_manager_base.ApplicationConfigManager", new=MockApplicationConfigManager) +def test_service_manager(): + service_manager: ServiceManager = ServiceManager() + mock_service = MagicMock() + mock_service.name = "test_service_1" + mock_service.service_code = SimpleService.generate_service_code( + mock_service.name + ) + service_manager.register(mock_service.service_code, mock_service) + + service = service_manager.get_instance_obj(mock_service.name) + assert service.name == mock_service.name + + # register a service with same name + unittest.TestCase().assertRaises( + ValueError, + service_manager.register, + mock_service.service_code, + mock_service + ) + + assert len(service_manager.get_instance_name_list()) == 1 + service_manager.unregister( + mock_service.service_code + ) + assert len(service_manager.get_instance_name_list()) == 0 + + +if __name__ == "__main__": + pytest.main([__file__, "-s"]) diff --git a/tests/test_agentuniverse/unit/agent_serve/test_web_booster.py b/tests/test_agentuniverse/unit/agent_serve/test_web_booster.py new file mode 100644 index 00000000..a65dd9e3 --- /dev/null +++ b/tests/test_agentuniverse/unit/agent_serve/test_web_booster.py @@ -0,0 +1,17 @@ +import os + +from agentuniverse.agent_serve.web import web_booster +from agentuniverse.base.agentuniverse import AgentUniverse + + +def test_service(): + os.environ['OPENAI_API_KEY'] = 'you openai api key' + AgentUniverse().start(config_path='../agent/config.toml') + web_booster.start_web_server(bind="127.0.0.1:8002") + + +if __name__ == "__main__": + # os.environ['OPENAI_API_KEY'] = 'you openai api key' + AgentUniverse().start(config_path='../agent/config.toml') + web_booster.start_web_server(bind="0.0.0.0:8002") + diff --git a/tests/test_agentuniverse/unit/base/__init__.py b/tests/test_agentuniverse/unit/base/__init__.py new file mode 100644 index 00000000..d72fbcb3 --- /dev/null +++ b/tests/test_agentuniverse/unit/base/__init__.py @@ -0,0 +1,7 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/4/2 17:10 +# @Author : fanen.lhy +# @Email : fanen.lhy@antgroup.com +# @FileName: __init__.py.py diff --git a/tests/test_agentuniverse/unit/base/context/__init__.py b/tests/test_agentuniverse/unit/base/context/__init__.py new file mode 100644 index 00000000..d72fbcb3 --- /dev/null +++ b/tests/test_agentuniverse/unit/base/context/__init__.py @@ -0,0 +1,7 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/4/2 17:10 +# @Author : fanen.lhy +# @Email : fanen.lhy@antgroup.com +# @FileName: __init__.py.py diff --git a/tests/test_agentuniverse/unit/base/context/test_framework_context.py b/tests/test_agentuniverse/unit/base/context/test_framework_context.py new file mode 100644 index 00000000..d018ae6c --- /dev/null +++ b/tests/test_agentuniverse/unit/base/context/test_framework_context.py @@ -0,0 +1,55 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- +# @Time : 2024/3/13 11:56 +# @Author : fanen.lhy +# @Email : fanen.lhy@antgroup.com +# @FileName: test_context_util.py + +import queue +import time +import threading + +import pytest + +from agentuniverse.base.context.framework_context_manager import FrameworkContextManager +from agentuniverse.base.context.framework_context import FrameworkContext + +context_manager: FrameworkContextManager = FrameworkContextManager() + + +def add(q: queue.Queue): + with FrameworkContext({"add_value": 1}): + for i in range(10): + add_value = context_manager.get_context("add_value") + add_value += 1 + context_manager.set_context("add_value", add_value) + time.sleep(0.001) + q.put(context_manager.get_context("add_value")) + + +async def async_add(q: queue.Queue): + add(q) + + +@pytest.mark.asyncio +async def test_context_thread_and_async_isolation(): + queue1 = queue.Queue() + queue2 = queue.Queue() + queue3 = queue.Queue() + queue4 = queue.Queue() + t1 = threading.Thread(target=add, args=(queue1,)) + t2 = threading.Thread(target=add, args=(queue2,)) + t1.start() + t2.start() + t1.join() + t2.join() + await async_add(queue3) + await async_add(queue4) + assert queue1.get() == 11 + assert queue2.get() == 11 + assert queue3.get() == 11 + assert queue4.get() == 11 + + +if __name__ == "__main__": + pytest.main([__file__, "-s"]) diff --git a/tests/test_agentuniverse/unit/base/util/__init__.py b/tests/test_agentuniverse/unit/base/util/__init__.py new file mode 100644 index 00000000..9d5b586e --- /dev/null +++ b/tests/test_agentuniverse/unit/base/util/__init__.py @@ -0,0 +1,7 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/4/2 17:23 +# @Author : fanen.lhy +# @Email : fanen.lhy@antgroup.com +# @FileName: __init__.py.py diff --git a/tests/test_agentuniverse/unit/base/util/logging/__init__.py b/tests/test_agentuniverse/unit/base/util/logging/__init__.py new file mode 100644 index 00000000..9d5b586e --- /dev/null +++ b/tests/test_agentuniverse/unit/base/util/logging/__init__.py @@ -0,0 +1,7 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/4/2 17:23 +# @Author : fanen.lhy +# @Email : fanen.lhy@antgroup.com +# @FileName: __init__.py.py diff --git a/tests/test_agentuniverse/unit/base/util/logging/test_logging_util.py b/tests/test_agentuniverse/unit/base/util/logging/test_logging_util.py new file mode 100644 index 00000000..0e288b83 --- /dev/null +++ b/tests/test_agentuniverse/unit/base/util/logging/test_logging_util.py @@ -0,0 +1,50 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/3/13 15:50 +# @Author : fanen.lhy +# @Email : fanen.lhy@antgroup.com +# @FileName: test_logging_util.py + +import os +import shutil +import time +import pytest + +from agentuniverse.base.util.logging.logging_config import LoggingConfig +from agentuniverse.base.util.logging.logging_util import LOGGER, init_loggers, LOG_FILE_PREFIX +from agentuniverse.base.context.framework_context import FrameworkContext + +test_context = {"LOG_CONTEXT": {"REQUEST_ID": "1111-2222-3333", + "AGENT_ID": "TEST_AGENT"}} + + +def test_logging_util(): + LoggingConfig.log_path = "./.test_log_dir" + + init_loggers() + test_log_path = LoggingConfig.log_path + with FrameworkContext(test_context): + test_logger = LOGGER + test_logger.info("test info log") + test_logger.error("test error log") + time.sleep(0.01) + with open(os.path.join(test_log_path, LOG_FILE_PREFIX+"_all.log"), 'r') as file: + first_line = file.readline().strip() + second_line = file.readline().strip() + assert "test info log" in first_line + assert "test error log" in second_line + with open(os.path.join(test_log_path, LOG_FILE_PREFIX+"_error.log"), 'r') as file: + first_line = file.readline().strip() + assert "test error log" in first_line + + # delete test logs + try: + shutil.rmtree(test_log_path) + print(f"The directory {test_log_path} has been deleted.") + except OSError as e: + print(f"Error: {e.strerror}") + + +if __name__ == "__main__": + pytest.main([__file__, "-s"]) diff --git a/tests/test_agentuniverse/unit/llm/__init__.py b/tests/test_agentuniverse/unit/llm/__init__.py new file mode 100644 index 00000000..886203a6 --- /dev/null +++ b/tests/test_agentuniverse/unit/llm/__init__.py @@ -0,0 +1,7 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/4/2 18:08 +# @Author : wangchongshi +# @Email : wangchongshi.wcs@antgroup.com +# @FileName: __init__.py.py diff --git a/tests/test_agentuniverse/unit/llm/test_llm.py b/tests/test_agentuniverse/unit/llm/test_llm.py new file mode 100644 index 00000000..970522b6 --- /dev/null +++ b/tests/test_agentuniverse/unit/llm/test_llm.py @@ -0,0 +1,51 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- +# @Time : 2024/3/21 14:55 +# @Author : wangchongshi +# @Email : wangchongshi.wcs@antgroup.com +# @FileName: test_llm.py +import asyncio +import unittest + +from langchain.chains import ConversationChain + +from agentuniverse.llm.openai_llm import OpenAILLM + + +class LLMTest(unittest.TestCase): + """ + Test cases for LLM class + """ + + def setUp(self) -> None: + self.llm = OpenAILLM(model_name='gpt-4') + + def test_call(self) -> None: + messages = [ + { + "role": "user", + "content": "hi, please introduce yourself", + } + ] + output = self.llm.call(messages=messages) + print(output.__str__()) + + def test_acall(self) -> None: + messages = [ + { + "role": "user", + "content": "hi, please introduce yourself", + } + ] + output = asyncio.run(self.llm.acall(messages=messages)) + print(output.__str__()) + + def test_as_langchain(self): + langchain_llm = self.llm.as_langchain() + llm_chain = ConversationChain(llm=langchain_llm) + res = llm_chain.predict(input='hello') + print(res) + + +if __name__ == '__main__': + unittest.main() diff --git a/tests/test_agentuniverse_connector/__init__.py b/tests/test_agentuniverse_connector/__init__.py new file mode 100644 index 00000000..32316db1 --- /dev/null +++ b/tests/test_agentuniverse_connector/__init__.py @@ -0,0 +1,7 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/4/2 15:33 +# @Author : jerry.zzw +# @Email : jerry.zzw@antgroup.com +# @FileName: __init__.py.py diff --git a/tests/test_agentuniverse_extension/__init__.py b/tests/test_agentuniverse_extension/__init__.py new file mode 100644 index 00000000..32316db1 --- /dev/null +++ b/tests/test_agentuniverse_extension/__init__.py @@ -0,0 +1,7 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/4/2 15:33 +# @Author : jerry.zzw +# @Email : jerry.zzw@antgroup.com +# @FileName: __init__.py.py diff --git a/tests/test_agentuniverse_extension/mock/__init__.py b/tests/test_agentuniverse_extension/mock/__init__.py new file mode 100644 index 00000000..a862694a --- /dev/null +++ b/tests/test_agentuniverse_extension/mock/__init__.py @@ -0,0 +1,7 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/4/2 16:57 +# @Author : fanen.lhy +# @Email : fanen.lhy@antgroup.com +# @FileName: __init__.py.py diff --git a/tests/test_agentuniverse_extension/mock/logger/__init__.py b/tests/test_agentuniverse_extension/mock/logger/__init__.py new file mode 100644 index 00000000..850aa870 --- /dev/null +++ b/tests/test_agentuniverse_extension/mock/logger/__init__.py @@ -0,0 +1,7 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/4/2 16:59 +# @Author : fanen.lhy +# @Email : fanen.lhy@antgroup.com +# @FileName: __init__.py.py diff --git a/tests/test_agentuniverse_extension/mock/logger/mock_log_client.py b/tests/test_agentuniverse_extension/mock/logger/mock_log_client.py new file mode 100644 index 00000000..dc78b01d --- /dev/null +++ b/tests/test_agentuniverse_extension/mock/logger/mock_log_client.py @@ -0,0 +1,24 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/3/13 16:09 +# @Author : fanen.lhy +# @Email : fanen.lhy@antgroup.com +# @FileName: mock_log_client.py + +from aliyun.log.putlogsrequest import PutLogsRequest + + +class LogClient: + """Mock class of aliyun.log.logclient.LogClient.""" + + def __init__(self, + end_point: str, + access_key_id, + access_key_secret): + self.endpoint = end_point + self.access_key_id = access_key_id + self.access_key_secret = access_key_secret + + def put_logs(self,request: PutLogsRequest): + return True diff --git a/tests/test_agentuniverse_extension/unit/__init__.py b/tests/test_agentuniverse_extension/unit/__init__.py new file mode 100644 index 00000000..a862694a --- /dev/null +++ b/tests/test_agentuniverse_extension/unit/__init__.py @@ -0,0 +1,7 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/4/2 16:57 +# @Author : fanen.lhy +# @Email : fanen.lhy@antgroup.com +# @FileName: __init__.py.py diff --git a/tests/test_agentuniverse_extension/unit/logger/__init__.py b/tests/test_agentuniverse_extension/unit/logger/__init__.py new file mode 100644 index 00000000..9dfa5c75 --- /dev/null +++ b/tests/test_agentuniverse_extension/unit/logger/__init__.py @@ -0,0 +1,7 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/4/2 17:00 +# @Author : fanen.lhy +# @Email : fanen.lhy@antgroup.com +# @FileName: __init__.py.py diff --git a/tests/test_agentuniverse_extension/unit/logger/test_sls_sink.py b/tests/test_agentuniverse_extension/unit/logger/test_sls_sink.py new file mode 100644 index 00000000..bb829196 --- /dev/null +++ b/tests/test_agentuniverse_extension/unit/logger/test_sls_sink.py @@ -0,0 +1,47 @@ +# !/usr/bin/env python3 +# -*- coding:utf-8 -*- + +# @Time : 2024/3/13 15:50 +# @Author : fanen.lhy +# @Email : fanen.lhy@antgroup.com +# @FileName: test_logging_util.py + +import os +import shutil +import time +import pytest +import datetime +from unittest.mock import patch + +from agentuniverse.base.util.logging.logging_config import LoggingConfig +from agentuniverse_extension.logger.sls_sink import SlsSender, SlsSink + +from tests.test_agentuniverse_extension.mock.logger.mock_log_client import LogClient + + + + +@patch('agentuniverse.logger.sls_sink.LogClient', new=LogClient) +def test_sls_log(): + sls_sender = SlsSender(LoggingConfig.sls_project, + LoggingConfig.sls_log_store, + LoggingConfig.sls_endpoint, + LoggingConfig.access_key_id, + LoggingConfig.access_key_secret, + LoggingConfig.sls_log_queue_max_size, + LoggingConfig.sls_log_send_interval) + + sls_sink = SlsSink(sls_sender) + + class Message: + pass + + message = Message() + message.record = {"time": datetime.datetime.now()} + sls_sink(message) + result = sls_sender.batch_send() + assert result + + +if __name__ == "__main__": + pytest.main([__file__, "-s"])