diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000000000000000000000000000000000000..fadab4573270d24416d70f427f4a00bd6622e71f --- /dev/null +++ b/.gitignore @@ -0,0 +1,213 @@ +# Byte-compiled / optimized / DLL files +__pycache__/ +*.py[codz] +*$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 + +# UV +# Similar to Pipfile.lock, it is generally recommended to include uv.lock in version control. +# This is especially recommended for binary packages to ensure reproducibility, and is more +# commonly ignored for libraries. +#uv.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 +#poetry.toml + +# pdm +# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control. +# pdm recommends including project-wide configuration in pdm.toml, but excluding .pdm-python. +# https://pdm-project.org/en/latest/usage/project/#working-with-version-control +#pdm.lock +#pdm.toml +.pdm-python +.pdm-build/ + +# pixi +# Similar to Pipfile.lock, it is generally recommended to include pixi.lock in version control. +#pixi.lock +# Pixi creates a virtual environment in the .pixi directory, just like venv module creates one +# in the .venv directory. It is recommended not to include this directory in version control. +.pixi + +# 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 +.envrc +.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/ + +# Abstra +# Abstra is an AI-powered process automation framework. +# Ignore directories containing user credentials, local state, and settings. +# Learn more at https://abstra.io/docs +.abstra/ + +# Visual Studio Code +# Visual Studio Code specific template is maintained in a separate VisualStudioCode.gitignore +# that can be found at https://github.com/github/gitignore/blob/main/Global/VisualStudioCode.gitignore +# and can be added to the global gitignore or merged into this file. However, if you prefer, +# you could uncomment the following to ignore the entire vscode folder +# .vscode/ + +# Ruff stuff: +.ruff_cache/ + +# PyPI configuration file +.pypirc + +# Cursor +# Cursor is an AI-powered code editor. `.cursorignore` specifies files/directories to +# exclude from AI features like autocomplete and code analysis. Recommended for sensitive data +# refer to https://docs.cursor.com/context/ignore-files +.cursorignore +.cursorindexingignore + +# Marimo +marimo/_static/ +marimo/_lsp/ +__marimo__/ + +# Streamlit +.streamlit/secrets.toml + +.idea/ +.vscode/ \ No newline at end of file diff --git a/.ruff.toml b/.ruff.toml new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/LICENSE b/LICENSE new file mode 100644 index 0000000000000000000000000000000000000000..f63f5a9cf3498818a73068495709cceed67efd6a --- /dev/null +++ b/LICENSE @@ -0,0 +1,194 @@ +木兰宽松许可证，第2版 + +木兰宽松许可证，第2版 + +2020年1月 http://license.coscl.org.cn/MulanPSL2 + +您对“软件”的复制、使用、修改及分发受木兰宽松许可证，第2版（“本许可证”）的如下条款的约束： + +0. 定义 + +“软件” 是指由“贡献”构成的许可在“本许可证”下的程序和相关文档的集合。 + +“贡献” 是指由任一“贡献者”许可在“本许可证”下的受版权法保护的作品。 + +“贡献者” 是指将受版权法保护的作品许可在“本许可证”下的自然人或“法人实体”。 + +“法人实体” 是指提交贡献的机构及其“关联实体”。 + +“关联实体” 是指，对“本许可证”下的行为方而言，控制、受控制或与其共同受控制的机构，此处的控制是 +指有受控方或共同受控方至少50%直接或间接的投票权、资金或其他有价证券。 + +1. 授予版权许可 + +每个“贡献者”根据“本许可证”授予您永久性的、全球性的、免费的、非独占的、不可撤销的版权许可，您可 +以复制、使用、修改、分发其“贡献”，不论修改与否。 + +2. 授予专利许可 + +每个“贡献者”根据“本许可证”授予您永久性的、全球性的、免费的、非独占的、不可撤销的（根据本条规定 +撤销除外）专利许可，供您制造、委托制造、使用、许诺销售、销售、进口其“贡献”或以其他方式转移其“贡 +献”。前述专利许可仅限于“贡献者”现在或将来拥有或控制的其“贡献”本身或其“贡献”与许可“贡献”时的“软 +件”结合而将必然会侵犯的专利权利要求，不包括对“贡献”的修改或包含“贡献”的其他结合。如果您或您的“ +关联实体”直接或间接地，就“软件”或其中的“贡献”对任何人发起专利侵权诉讼（包括反诉或交叉诉讼）或 +其他专利维权行动，指控其侵犯专利权，则“本许可证”授予您对“软件”的专利许可自您提起诉讼或发起维权 +行动之日终止。 + +3. 无商标许可 + +“本许可证”不提供对“贡献者”的商品名称、商标、服务标志或产品名称的商标许可，但您为满足第4条规定 +的声明义务而必须使用除外。 + +4. 分发限制 + +您可以在任何媒介中将“软件”以源程序形式或可执行形式重新分发，不论修改与否，但您必须向接收者提供“ +本许可证”的副本，并保留“软件”中的版权、商标、专利及免责声明。 + +5. 免责声明与责任限制 + +“软件”及其中的“贡献”在提供时不带任何明示或默示的担保。在任何情况下，“贡献者”或版权所有者不对 +任何人因使用“软件”或其中的“贡献”而引发的任何直接或间接损失承担责任，不论因何种原因导致或者基于 +何种法律理论，即使其曾被建议有此种损失的可能性。 + +6. 语言 + +“本许可证”以中英文双语表述，中英文版本具有同等法律效力。如果中英文版本存在任何冲突不一致，以中文 +版为准。 + +条款结束 + +如何将木兰宽松许可证，第2版，应用到您的软件 + +如果您希望将木兰宽松许可证，第2版，应用到您的新软件，为了方便接收者查阅，建议您完成如下三步： + +1， 请您补充如下声明中的空白，包括软件名、软件的首次发表年份以及您作为版权人的名字； + +2， 请您在软件包的一级目录下创建以“LICENSE”为名的文件，将整个许可证文本放入该文件中； + +3， 请将如下声明文本放入每个源文件的头部注释中。 + +Copyright (c) [Year] [name of copyright holder] +[Software Name] is licensed under Mulan PSL v2. +You can use this software according to the terms and conditions of the Mulan +PSL v2. +You may obtain a copy of Mulan PSL v2 at: + http://license.coscl.org.cn/MulanPSL2 +THIS SOFTWARE IS PROVIDED ON AN "AS IS" BASIS, WITHOUT WARRANTIES OF ANY +KIND, EITHER EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO +NON-INFRINGEMENT, MERCHANTABILITY OR FIT FOR A PARTICULAR PURPOSE. +See the Mulan PSL v2 for more details. + +Mulan Permissive Software License，Version 2 + +Mulan Permissive Software License，Version 2 (Mulan PSL v2) + +January 2020 http://license.coscl.org.cn/MulanPSL2 + +Your reproduction, use, modification and distribution of the Software shall +be subject to Mulan PSL v2 (this License) with the following terms and +conditions: + +0. Definition + +Software means the program and related documents which are licensed under +this License and comprise all Contribution(s). + +Contribution means the copyrightable work licensed by a particular +Contributor under this License. + +Contributor means the Individual or Legal Entity who licenses its +copyrightable work under this License. + +Legal Entity means the entity making a Contribution and all its +Affiliates. + +Affiliates means entities that control, are controlled by, or are under +common control with the acting entity under this License, ‘control’ means +direct or indirect ownership of at least fifty percent (50%) of the voting +power, capital or other securities of controlled or commonly controlled +entity. + +1. Grant of Copyright License + +Subject to the terms and conditions of this License, each Contributor hereby +grants to you a perpetual, worldwide, royalty-free, non-exclusive, +irrevocable copyright license to reproduce, use, modify, or distribute its +Contribution, with modification or not. + +2. Grant of Patent License + +Subject to the terms and conditions of this License, each Contributor hereby +grants to you a perpetual, worldwide, royalty-free, non-exclusive, +irrevocable (except for revocation under this Section) patent license to +make, have made, use, offer for sale, sell, import or otherwise transfer its +Contribution, where such patent license is only limited to the patent claims +owned or controlled by such Contributor now or in future which will be +necessarily infringed by its Contribution alone, or by combination of the +Contribution with the Software to which the Contribution was contributed. +The patent license shall not apply to any modification of the Contribution, +and any other combination which includes the Contribution. If you or your +Affiliates directly or indirectly institute patent litigation (including a +cross claim or counterclaim in a litigation) or other patent enforcement +activities against any individual or entity by alleging that the Software or +any Contribution in it infringes patents, then any patent license granted to +you under this License for the Software shall terminate as of the date such +litigation or activity is filed or taken. + +3. No Trademark License + +No trademark license is granted to use the trade names, trademarks, service +marks, or product names of Contributor, except as required to fulfill notice +requirements in section 4. + +4. Distribution Restriction + +You may distribute the Software in any medium with or without modification, +whether in source or executable forms, provided that you provide recipients +with a copy of this License and retain copyright, patent, trademark and +disclaimer statements in the Software. + +5. Disclaimer of Warranty and Limitation of Liability + +THE SOFTWARE AND CONTRIBUTION IN IT ARE PROVIDED WITHOUT WARRANTIES OF ANY +KIND, EITHER EXPRESS OR IMPLIED. IN NO EVENT SHALL ANY CONTRIBUTOR OR +COPYRIGHT HOLDER BE LIABLE TO YOU FOR ANY DAMAGES, INCLUDING, BUT NOT +LIMITED TO ANY DIRECT, OR INDIRECT, SPECIAL OR CONSEQUENTIAL DAMAGES ARISING +FROM YOUR USE OR INABILITY TO USE THE SOFTWARE OR THE CONTRIBUTION IN IT, NO +MATTER HOW IT’S CAUSED OR BASED ON WHICH LEGAL THEORY, EVEN IF ADVISED OF +THE POSSIBILITY OF SUCH DAMAGES. + +6. Language + +THIS LICENSE IS WRITTEN IN BOTH CHINESE AND ENGLISH, AND THE CHINESE VERSION +AND ENGLISH VERSION SHALL HAVE THE SAME LEGAL EFFECT. IN THE CASE OF +DIVERGENCE BETWEEN THE CHINESE AND ENGLISH VERSIONS, THE CHINESE VERSION +SHALL PREVAIL. + +END OF THE TERMS AND CONDITIONS + +How to Apply the Mulan Permissive Software License，Version 2 +(Mulan PSL v2) to Your Software + +To apply the Mulan PSL v2 to your work, for easy identification by +recipients, you are suggested to complete following three steps: + +i. Fill in the blanks in following statement, including insert your software +name, the year of the first publication of your software, and your name +identified as the copyright owner; + +ii. Create a file named "LICENSE" which contains the whole context of this +License in the first directory of your software package; + +iii. Attach the statement to the appropriate annotated syntax at the +beginning of each source file. + +Copyright (c) [Year] [name of copyright holder] +[Software Name] is licensed under Mulan PSL v2. +You can use this software according to the terms and conditions of the Mulan +PSL v2. +You may obtain a copy of Mulan PSL v2 at: + http://license.coscl.org.cn/MulanPSL2 +THIS SOFTWARE IS PROVIDED ON AN "AS IS" BASIS, WITHOUT WARRANTIES OF ANY +KIND, EITHER EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO +NON-INFRINGEMENT, MERCHANTABILITY OR FIT FOR A PARTICULAR PURPOSE. +See the Mulan PSL v2 for more details. diff --git a/docs/README.md b/docs/README.md new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/examples/README.md b/examples/README.md new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/README.md b/jiuwen/README.md new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/__init__.py b/jiuwen/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/agent_builder/prompt_builder/__init__.py b/jiuwen/agent_builder/prompt_builder/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/controller/common/__init__.py b/jiuwen/controller/common/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/controller/context/__init__.py b/jiuwen/controller/context/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/controller/mode/__init__.py b/jiuwen/controller/mode/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/controller/skills/__init__.py b/jiuwen/controller/skills/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/controller/task/dispatcher/__init__.py b/jiuwen/controller/task/dispatcher/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/controller/task/executor/__init__.py b/jiuwen/controller/task/executor/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/controller/task/planner/__init__.py b/jiuwen/controller/task/planner/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/core/agent/__init__.py b/jiuwen/core/agent/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/core/common/configs/__init__.py b/jiuwen/core/common/configs/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/core/common/constants/__init__.py b/jiuwen/core/common/constants/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/core/common/enum/__init__.py b/jiuwen/core/common/enum/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/core/common/exception/__init__.py b/jiuwen/core/common/exception/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/core/common/exception/exception.py b/jiuwen/core/common/exception/exception.py new file mode 100644 index 0000000000000000000000000000000000000000..65c922a9e73f49c6822d68f402f239bd41605c08 --- /dev/null +++ b/jiuwen/core/common/exception/exception.py @@ -0,0 +1,28 @@ +#!/usr/bin/python3.10 +# coding: utf-8 +# Copyright (c) Huawei Technologies Co., Ltd. 2025-2025. All rights reserved + +MAGIC_CODE = "\t" + + +class JiuWenBaseException(Exception): + def __init__(self, error_code: int, message: str) -> None: + super().__init__(error_code, message) + self._error_code = error_code + self._message = message + + def __str__(self): + return f"[{self._error_code}] {self._message}{MAGIC_CODE}" + + @property + def error_code(self) -> int: + return self._error_code + + @property + def message(self) -> str: + return self._message + + +class InterruptException(JiuWenBaseException): + def __init__(self, error_code: int, message: str): + super().__init__(error_code, message) diff --git a/jiuwen/core/common/exception/status_code.py b/jiuwen/core/common/exception/status_code.py new file mode 100644 index 0000000000000000000000000000000000000000..4fa003b956f73ebed1ad0b7f8ca111373684a7ad --- /dev/null +++ b/jiuwen/core/common/exception/status_code.py @@ -0,0 +1,16 @@ +#!/usr/bin/python3.10 +# coding: utf-8 +# Copyright (c) Huawei Technologies Co., Ltd. 2025-2025. All rights reserved +from enum import Enum + + +class StatusCode(Enum): + CONTROLLER_INTERRUPTED_ERROR = (10312, "controller interrupted error") + + @property + def code(self): + return self.value[0] + + @property + def errmsg(self): + return self.value[1] diff --git a/jiuwen/core/common/logging/__init__.py b/jiuwen/core/common/logging/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/core/common/security/__init__.py b/jiuwen/core/common/security/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/core/component/__init__.py b/jiuwen/core/component/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/core/component/base.py b/jiuwen/core/component/base.py new file mode 100644 index 0000000000000000000000000000000000000000..05efc59d5c29733619f03905094fdb4273b52231 --- /dev/null +++ b/jiuwen/core/component/base.py @@ -0,0 +1,24 @@ +#!/usr/bin/python3.10 +# coding: utf-8 +# Copyright (c) Huawei Technologies Co., Ltd. 2025-2025. All rights reserved +from abc import ABC + +from jiuwen.core.graph.base import Graph +from jiuwen.core.graph.executable import Executable + + +class WorkflowComponent(ABC): + def __init__(self): + pass + + def add_component(self, graph: Graph, node_id: str, wait_for_all: bool = False) -> None: + graph.add_node(node_id, self.to_executable(), wait_for_all=wait_for_all) + + def to_executable(self) -> Executable: + pass + +class StartComponent(Executable): + pass + +class EndComponent(Executable): + pass diff --git a/jiuwen/core/component/branch_comp.py b/jiuwen/core/component/branch_comp.py new file mode 100644 index 0000000000000000000000000000000000000000..12937dca3a0bdb718d46fbc4b173f8abd959049f --- /dev/null +++ b/jiuwen/core/component/branch_comp.py @@ -0,0 +1,48 @@ +#!/usr/bin/env python +# -*- coding: UTF-8 -*- +# Copyright (c) Huawei Technologies Co., Ltd. 2025-2025. All rights reserved. +import asyncio +from contextvars import Context +from functools import partial +from typing import Callable, Union, Hashable, Iterator, AsyncIterator + +from jiuwen.core.component.branch_router import BranchRouter +from jiuwen.core.component.condition.condition import Condition +from jiuwen.core.graph.base import Graph + + +class BranchComponent(WorkflowComponent, Executable): + def __init__(self, context: Context, executable: Executable = None): + self._router = BranchRouter(context) + self._executable = executable + + def add_branch(self, condition: Union[str, Callable[[], bool], Condition], target: Union[str, list[str]], + branch_id: str = None): + if isinstance(target, str): + target = [target] + self._router.add_branch(condition, target, branch_id=branch_id) + + def router(self) -> Callable[..., Union[Hashable, list[Hashable]]]: + return self._router + + def to_executable(self) -> Executable: + return self + + def invoke(self, inputs: Input, context: Context) -> Output: + if self._executable is None: + return self._executor.invoke(inputs, context) + return inputs + + async def ainvoke(self, inputs: Input, context: Context) -> Output: + return await asyncio.get_running_loop().run_in_executor( + None, partial(self.invoke, context), inputs) + + def stream(self, inputs: Input, context: Context) -> Iterator[Output]: + yield self.invoke(inputs, context) + + async def astream(self, inputs: Input, context: Context) -> AsyncIterator[Output]: + yield await self.ainvoke(inputs, context) + + def add_component(self, graph: Graph, node_id: str, wait_for_all: bool = False, inputs: dict = None): + graph.add_node(node_id, self.to_executable(), wait_for_all=wait_for_all, inputs=inputs) + graph.add_conditional_edges(node_id, self.router()) diff --git a/jiuwen/core/component/branch_router.py b/jiuwen/core/component/branch_router.py new file mode 100644 index 0000000000000000000000000000000000000000..6b25d7d3efb546b02bfdd94515642f3ac6adaff5 --- /dev/null +++ b/jiuwen/core/component/branch_router.py @@ -0,0 +1,44 @@ +#!/usr/bin/env python +# -*- coding: UTF-8 -*- +# Copyright (c) Huawei Technologies Co., Ltd. 2025-2025. All rights reserved. +from typing import Callable, Union + +from jiuwen.core.component.condition.condition import Condition, FuncCondition +from jiuwen.core.component.condition.expression import ExpressionCondition + + +class Branch: + def __init__(self, context: Context, condition: Union[str, Callable[[], bool], Condition], + target: list[str], branch_id: str = None): + self._context = context + self.branch_id = branch_id + if isinstance(condition, str): + self._condition = ExpressionCondition(context, condition) + elif isinstance(condition, Callable): + self._condition = FuncCondition(condition) + else: + self._condition = condition + self.target = target + + def init(self): + self._condition.init() + + def evaluate(self) -> bool: + return self._condition() + + +class BranchRouter: + def __init__(self, context: Context): + self._context = context + self._branches: list[Branch] = [] + + def add_branch(self, condition: Union[str, Callable[[], bool], Condition], target: list[str], + branch_id: str = None): + self._branches.append(Branch(self._context, condition, target, branch_id)) + + def __call__(self, *args, **kwargs) -> list[str]: + for branch in self._branches: + branch.init() + if branch.evaluate(): + return branch.target + return [] diff --git a/jiuwen/core/component/break_comp.py b/jiuwen/core/component/break_comp.py new file mode 100644 index 0000000000000000000000000000000000000000..e0c159e99ca0dab70ea292a75e5847c6b301a8fd --- /dev/null +++ b/jiuwen/core/component/break_comp.py @@ -0,0 +1,41 @@ +#!/usr/bin/env python +# -*- coding: UTF-8 -*- +# Copyright (c) Huawei Technologies Co., Ltd. 2025-2025. All rights reserved. +from abc import abstractmethod, ABC + + +class LoopController(ABC): + @abstractmethod + def break_loop(self): + raise NotImplementedError() + + @abstractmethod + def is_broken(self) -> bool: + raise NotImplementedError() + + +class BreakComponent(WorkflowComponent, Executable): + def __init__(self): + self._loop_controller = None + + def set_controller(self, loop_controller: LoopController): + self._loop_controller = loop_controller + + def to_executable(self) -> Executable: + return self + + def invoke(self, inputs: Input, context: Context) -> Output: + if self._loop_controller is None: + raise RuntimeError('Loop controller not initialized') + self._loop_controller.break_loop() + return {} + + async def ainvoke(self, inputs: Input, context: Context) -> Output: + return await asyncio.get_running_loop().run_in_executor( + None, partial(self.invoke, context), inputs) + + def stream(self, inputs: Input, context: Context) -> Iterator[Output]: + yield self.invoke(inputs, context) + + async def astream(self, inputs: Input, context: Context) -> AsyncIterator[Output]: + yield await self.ainvoke(inputs, context) diff --git a/jiuwen/core/component/condition/__init__.py b/jiuwen/core/component/condition/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/core/component/condition/array.py b/jiuwen/core/component/condition/array.py new file mode 100644 index 0000000000000000000000000000000000000000..8f2400eadd0373ae1605d74ecc044fed2b528101 --- /dev/null +++ b/jiuwen/core/component/condition/array.py @@ -0,0 +1,50 @@ +#!/usr/bin/env python +# -*- coding: UTF-8 -*- +# Copyright (c) Huawei Technologies Co., Ltd. 2025-2025. All rights reserved. +from typing import Union, Any + +from jiuwen.core.common.constants.constant import BPMN_VARIABLE_POOL_SEPARATOR +from jiuwen.core.component.condition.condition import Condition + +DEFAULT_MAX_LOOP_NUMBER = 1000 + + +class ArrayCondition(Condition): + def __init__(self, context: Context, node_id: str, arrays: dict[str, Union[str, list[Any]]], index_path: str = None, + array_root: str = None): + self._context = context + self._arrays = arrays + self._index_path = index_path if index_path else node_id + BPMN_VARIABLE_POOL_SEPARATOR + "index" + self._arrays_root = array_root if array_root else node_id + BPMN_VARIABLE_POOL_SEPARATOR + "arrLoopVar" + + def init(self): + self._context.store.write(self._index_path, 0) + self._context.store.write(self._arrays_root, {}) + + def __call__(self) -> bool: + current_idx = self._context.store.read(self._index_path) + min_length = DEFAULT_MAX_LOOP_NUMBER + updates: dict[str, Any] = {} + for key, array_info in self._arrays.items(): + key_path = self._arrays_root + BPMN_VARIABLE_POOL_SEPARATOR + key + arr: list[Any] = [] + if isinstance(array_info, list): + arr = array_info + elif isinstance(array_info, str): + ref_str = get_ref_str(array_info) + if ref_str != "": + arr = self._context.store.read(ref_str) + else: + raise RuntimeError("error value: " + array_info + " is not a array path") + else: + raise RuntimeError("error value: " + array_info + " is not a array or a array path") + min_length = min(len(arr), min_length) + if current_idx >= min_length: + return False + updates[key_path] = arr[current_idx] + + self._context.store.write(self._index_path, current_idx + 1) + for path, update in updates.items(): + self._context.store.write(path, update) + + return True diff --git a/jiuwen/core/component/condition/condition.py b/jiuwen/core/component/condition/condition.py new file mode 100644 index 0000000000000000000000000000000000000000..928b70d1a87727cbe0d5efc4b282eee4c0a01411 --- /dev/null +++ b/jiuwen/core/component/condition/condition.py @@ -0,0 +1,36 @@ +#!/usr/bin/env python +# -*- coding: UTF-8 -*- +# Copyright (c) Huawei Technologies Co., Ltd. 2025-2025. All rights reserved. +from abc import ABC, abstractmethod +from typing import Callable + + +class Condition(ABC): + + @abstractmethod + def init(self): + raise NotImplementedError + + @abstractmethod + def __call__(self) -> bool: + raise NotImplementedError + + +class FuncCondition(Condition): + def __init__(self, func: Callable[[], bool]): + self._func = func + + def init(self): + pass + + def __call__(self) -> bool: + return self._func() + + +class AlwaysTrue(Condition): + + def init(self): + pass + + def __call__(self) -> bool: + return True diff --git a/jiuwen/core/component/condition/expression.py b/jiuwen/core/component/condition/expression.py new file mode 100644 index 0000000000000000000000000000000000000000..2c44265f696e014ddde2135db08bf2c3ea5dbbf4 --- /dev/null +++ b/jiuwen/core/component/condition/expression.py @@ -0,0 +1,45 @@ +#!/usr/bin/env python +# -*- coding: UTF-8 -*- +# Copyright (c) Huawei Technologies Co., Ltd. 2025-2025. All rights reserved. +import re + +from jiuwen.core.component.condition.condition import Condition + + +class ExpressionCondition(Condition): + def __init__(self, context: Context, expression: str): + self._context = context + self._expression = expression + + def init(self): + pass + + def __call__(self) -> bool: + pattern = r'\$\{[^}]*\}' + matches = re.findall(pattern, self._expression) + inputs = {} + for match in matches: + inputs[match] = self._context.store.read(match[2:-1]) + return self._evalueate_expression(self._expression, inputs) + + def _evalueate_expression(self, expression, inputs) -> bool: + expression = expression.replace("&&", " and ") \ + .replace("||", " or ") \ + .replace("not_in", " not in ") \ + .replace("length", "len") + expression = re.sub(r'is_empty\(\s*\$\{(.*?)\}\s*\)', r'len(${\1}) == 0', expression) + expression = re.sub(r'is_not_empty\(\s*\$\{(.*?)\}\s*\)', r'len(${\1}) > 0', expression) + expression = re.sub(r'\btrue\b', r'True', expression) + expression = re.sub(r'\bfalse\b', r'False', expression) + + expression = re.sub(r'\$\{(.*?)\}', lambda match: f'inputs["{match.group(0)}"]', expression) + + context = { + "inputs": inputs + } + try: + return eval(expression, context) + except SyntaxError as e: + raise e + except Exception as e: + raise e diff --git a/jiuwen/core/component/condition/number.py b/jiuwen/core/component/condition/number.py new file mode 100644 index 0000000000000000000000000000000000000000..412c59f22899e9ad0a6a700dd4b156b4aa47c9ae --- /dev/null +++ b/jiuwen/core/component/condition/number.py @@ -0,0 +1,31 @@ +#!/usr/bin/env python +# -*- coding: UTF-8 -*- +# Copyright (c) Huawei Technologies Co., Ltd. 2025-2025. All rights reserved. +from typing import Union + +from jiuwen.core.common.constants.constant import BPMN_VARIABLE_POOL_SEPARATOR +from jiuwen.core.component.condition.condition import Condition + + +class NumberCondition(Condition): + def __init__(self, context: Context, node_id: str, limit: Union[str, int], index_path: str = None): + self._context = context + self._index_path = index_path if index_path else node_id + BPMN_VARIABLE_POOL_SEPARATOR + "index" + self._limit = limit + + def init(self): + self._context.store.write(self._index_path, 0) + + def __call__(self) -> bool: + current_idx = self._context.store.read(self._index_path) + limit_num: int + if isinstance(self._limit, int): + limit_num = self._limit + else: + limit_num = self._context.store.read(self._limit) + + result = current_idx < limit_num + if result: + self._context.store.write(self._index_path, current_idx + 1) + + return result diff --git a/jiuwen/core/component/loop_callback/__init__.py b/jiuwen/core/component/loop_callback/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/core/component/loop_callback/intermediate_loop_var.py b/jiuwen/core/component/loop_callback/intermediate_loop_var.py new file mode 100644 index 0000000000000000000000000000000000000000..e0d117ed779ffe91cca4732ca3675a5e415cb968 --- /dev/null +++ b/jiuwen/core/component/loop_callback/intermediate_loop_var.py @@ -0,0 +1,39 @@ +#!/usr/bin/env python +# -*- coding: UTF-8 -*- +# Copyright (c) Huawei Technologies Co., Ltd. 2025-2025. All rights reserved. +from typing import Union, Any + +from jiuwen.core.common.constants.constant import BPMN_VARIABLE_POOL_SEPARATOR +from jiuwen.core.component.loop_callback.loop_callback import LoopCallback + + +class IntermediateLoopVarCallback(LoopCallback): + def __init__(self, context: Context, node_id: str, + intermediate_loop_var: dict[str, Union[str, Any]], intermediate_loop_var_root: str = None): + self._context = context + self._intermediate_loop_var = intermediate_loop_var + self._intermediate_loop_var_root = intermediate_loop_var_root if intermediate_loop_var_root \ + else node_id + BPMN_VARIABLE_POOL_SEPARATOR + "intermediateLoopVar" + + def first_in_loop(self): + for key, value in self._intermediate_loop_var.items(): + path = self._intermediate_loop_var_root + BPMN_VARIABLE_POOL_SEPARATOR + key + updates: Any + if isinstance(value, str): + ref_str = get_ref_str(value) + if ref_str != "": + update = self._context.store.read(ref_str) + else: + update = value + else: + update = value + self._context.store.write(path, update) + + def out_loop(self): + self._context.store.write(self._intermediate_loop_var_root, {}) + + def start_round(self): + pass + + def end_round(self): + pass diff --git a/jiuwen/core/component/loop_callback/loop_callback.py b/jiuwen/core/component/loop_callback/loop_callback.py new file mode 100644 index 0000000000000000000000000000000000000000..6fd0eae871dd34b0da34efc6d8df06fd147d68da --- /dev/null +++ b/jiuwen/core/component/loop_callback/loop_callback.py @@ -0,0 +1,23 @@ +#!/usr/bin/env python +# -*- coding: UTF-8 -*- +# Copyright (c) Huawei Technologies Co., Ltd. 2025-2025. All rights reserved. +from abc import ABC, abstractmethod + + +class LoopCallback(ABC): + + @abstractmethod + def first_in_loop(self): + raise NotImplementedError + + @abstractmethod + def out_loop(self): + raise NotImplementedError + + @abstractmethod + def start_round(self): + raise NotImplementedError + + @abstractmethod + def end_round(self): + raise NotImplementedError diff --git a/jiuwen/core/component/loop_callback/output.py b/jiuwen/core/component/loop_callback/output.py new file mode 100644 index 0000000000000000000000000000000000000000..0f8f90f4673f76cdb51ca7e4a4bd736faa5aa6ad --- /dev/null +++ b/jiuwen/core/component/loop_callback/output.py @@ -0,0 +1,57 @@ +#!/usr/bin/env python +# -*- coding: UTF-8 -*- +# Copyright (c) Huawei Technologies Co., Ltd. 2025-2025. All rights reserved. +from typing import Any + +from jiuwen.core.common.constants.constant import BPMN_VARIABLE_POOL_SEPARATOR +from jiuwen.core.component.loop_callback.loop_callback import LoopCallback + + +class OutputCallback(LoopCallback): + def __init__(self, context: Context, node_id: str, outputs_format: dict[str, Any], + round_result_root: str = None, result_root: str = None, intermediate_loop_var_root: str = None): + self._context = context + self._outputs_format = outputs_format + self._round_result_root = round_result_root if round_result_root else node_id + BPMN_VARIABLE_POOL_SEPARATOR + "round" + self._result_root = result_root if result_root else node_id + self._intermediate_loop_var_root = intermediate_loop_var_root if intermediate_loop_var_root else node_id + BPMN_VARIABLE_POOL_SEPARATOR + "intermediateLoopVar" + + def _generate_results(self, results: dict[str, list[Any]]): + for key, value in self._outputs_format.items(): + if isinstance(value, str): + ref_str = get_ref_str(value) + if ref_str != "": + results[ref_str] = [] + elif isinstance(value, dict): + self._generate_results(results) + + def first_in_loop(self): + _results: dict[str, list[Any]] = {} + self._generate_results(_results) + self._context.store.write(self._round_result_root, _results) + + def out_loop(self): + results: dict[str, list[Any]] = self._context.store.read(self._round_result_root) + if not isinstance(results, dict): + raise RuntimeError("error results in loop process") + for path, array in results.items(): + self._context.store.write(path, array) + result = filter_input(self._outputs_format, self._context.store) + self._context.store.write(self._round_result_root, {}) + set_output(result, self._result_root, self._context.store) + + def start_round(self): + pass + + def end_round(self): + results: dict[str, list[Any]] = self._context.store.read(self._round_result_root) + if not isinstance(results, dict): + raise RuntimeError("error results in round process") + for path, value in results.items(): + if path.startswith(self._intermediate_loop_var_root): + results[path] = self._context.store.read(path) + elif isinstance(value, list): + value.append(self._context.store.read(path)) + else: + raise RuntimeError("error process in loop: " + path + ", " + str(value)) + self._context.store.write(self._round_result_root, results) diff --git a/jiuwen/core/component/loop_comp.py b/jiuwen/core/component/loop_comp.py new file mode 100644 index 0000000000000000000000000000000000000000..6c041929cbfccc01c0b1555a747d01c46134f5f6 --- /dev/null +++ b/jiuwen/core/component/loop_comp.py @@ -0,0 +1,169 @@ +#!/usr/bin/env python +# -*- coding: UTF-8 -*- +# Copyright (c) Huawei Technologies Co., Ltd. 2025-2025. All rights reserved. +import asyncio +from functools import partial +from typing import Iterator, AsyncIterator, Self, Union, Callable + +from langgraph.constants import END, START + +from jiuwen.core.common.constants.constant import BPMN_VARIABLE_POOL_SEPARATOR +from jiuwen.core.component.break_comp import BreakComponent +from jiuwen.core.component.condition.condition import Condition, AlwaysTrue, FuncCondition +from jiuwen.core.component.condition.expression import ExpressionCondition +from jiuwen.core.component.loop_callback.loop_callback import LoopCallback +from jiuwen.core.graph.base import Graph +from jiuwen.graph.factory import GraphFactory + + +class EmptyExecutable(Executable): + + def invoke(self, inputs: Input, context: Context) -> Output: + pass + + async def ainvoke(self, inputs: Input, context: Context) -> Output: + return await asyncio.get_running_loop().run_in_executor( + None, partial(self.invoke, context), inputs) + + def stream(self, inputs: Input, context: Context) -> Iterator[Output]: + yield self.invoke(inputs, context) + + async def astream(self, inputs: Input, context: Context) -> AsyncIterator[Output]: + yield await self.ainvoke(inputs, context) + + +class LoopGroup: + def __init__(self, context: Context, graph: Graph = None): + self._context = context + self._graph = graph if graph else GraphFactory().create_graph() + + def add_component(self, node_id: str, component: WorkflowComponent, *, wait_for_all: bool = False, + inputs: dict = None) -> Self: + component.add_component(self._graph, node_id, inputs, wait_for_all=wait_for_all) + return self + + def start_nodes(self, nodes: list[str]) -> Self: + for node in nodes: + self._graph.start_node(node) + return self + + def end_nodes(self, nodes: list[str]) -> Self: + for node in nodes: + self._graph.end_node(node) + return self + + def add_condition(self, start_node_id: Union[str, list[str]], end_node_id: str) -> Self: + self._graph.add_edge(start_node_id, end_node_id) + return self + + def add_conditional_connection(self, source: str, router: Router) -> Self: + self._graph.add_conditional_edges(source, router) + return self + + def compile(self) -> ExecutableGraph: + return self._graph.compile() + + +BROKEN = "_broken" +FIRST_IN_LOOP = "_first_in_loop" + + +class LoopComponent(WorkflowComponent, LoopController): + + def __init__(self, context: Context, node_id: str, body: Union[Executable, LoopGroup], + condition: Union[str, Callable[[], bool], Condition] = None, + context_root: str = None, + break_nodes: list[BreakComponent] = None, + callbacks: list[LoopCallback] = None, graph: Graph = None): + if context is None: + raise ValueError("context cannot be None") + if context_root is None: + context_root = node_id + + self._context = context + self._callbacks: list[LoopCallback] = [] + self._context_root = context_root + + self._condition: Condition + if condition is None: + self._condition = AlwaysTrue() + elif isinstance(condition, Condition): + self._condition = condition + elif isinstance(condition, Callable): + self._condition = FuncCondition(condition) + elif isinstance(condition, str): + self._condition = ExpressionCondition(context, condition) + + if break_nodes: + for break_node in break_nodes: + break_node.set_condition(self) + + if callbacks: + for callback in callbacks: + self.register_callback(callback) + + condition_node_id = "condition" + body_node_id = "body" + self._in_loop = [body_node_id] + self._out_loop = [END] + + self._graph = graph if graph else GraphFactory().create_graph() + if isinstance(body, LoopGroup): + body = body.compile() + self._graph.add_node(body_node_id, body) + self._graph.add_node(condition_node_id, EmptyExecutable()) + self._graph.add_edge(START, condition_node_id) + self._graph.add_edge(body_node_id, condition_node_id) + self._graph.add_conditional_edges(condition_node_id, self) + + self.init() + self._compiled = self._graph.compile() + + def init(self): + self._context.store.write(self._context_root + BPMN_VARIABLE_POOL_SEPARATOR + BROKEN, False) + self._context.store.write(self._context_root + BPMN_VARIABLE_POOL_SEPARATOR + FIRST_IN_LOOP, True) + self._condition.init() + + def to_executable(self) -> Executable: + return self._compiled + + def register_callback(self, callback: LoopCallback): + self._callbacks.append(callback) + + def __call__(self, *args, **kwargs) -> list[str]: + continue_loop = False if self.is_broken() else self._condition() + first_in_loop = self.first_in_loop() + + for callback in self._callbacks: + if not first_in_loop: + callback.end_round() + if continue_loop: + if first_in_loop: + callback.first_in_loop() + callback.start_round() + else: + callback.out_loop() + + if continue_loop: + return self._in_loop + + self.init() + return self._out_loop + + def first_in_loop(self) -> bool: + _first_in_loop = self._context.store.read(self._context_root + BPMN_VARIABLE_POOL_SEPARATOR + FIRST_IN_LOOP) + if isinstance(_first_in_loop, bool): + if _first_in_loop: + self._context.store.write(self._context_root + BPMN_VARIABLE_POOL_SEPARATOR + FIRST_IN_LOOP, False) + return _first_in_loop + self._context.store.write(self._context_root + BPMN_VARIABLE_POOL_SEPARATOR + FIRST_IN_LOOP, False) + return True + + def is_broken(self) -> bool: + _is_broken = self._context.store.read(self._context_root + BPMN_VARIABLE_POOL_SEPARATOR + BROKEN) + if isinstance(_is_broken, bool): + return _is_broken + return False + + def break_loop(self): + self._context.store.write(self._context_root + BPMN_VARIABLE_POOL_SEPARATOR + BROKEN, True) diff --git a/jiuwen/core/context/__init__.py b/jiuwen/core/context/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/core/context/config.py b/jiuwen/core/context/config.py new file mode 100644 index 0000000000000000000000000000000000000000..6a156f6fc7b872478afb709a5a2af8acd2df1641 --- /dev/null +++ b/jiuwen/core/context/config.py @@ -0,0 +1,102 @@ +#!/usr/bin/python3.10 +# coding: utf-8 +# Copyright (c) Huawei Technologies Co., Ltd. 2025-2025. All rights reserved +from abc import ABC +from typing import TypedDict, Any + + +class MetadataLike(TypedDict): + name: str + event: str + + +class Config(ABC): + """ + Config is the class defines the basic infos of workflow + """ + + def __init__(self): + """ + initialize the config + """ + self._callback_metadata: dict[str, MetadataLike] = {} + self._env: dict = {} + self._stream_edges: dict[str, list[str]] = {} + self._io_schemas: dict[str, tuple[dict, dict]] = {} + self.__load_envs__() + + def init(self, io_schemas: dict[str, tuple[dict, dict]], stream_edges: dict[str, list[str]] = None) -> bool: + self.set_io_schemas(io_schemas) + self.set_stream_edges(stream_edges) + return True + + def set_io_schema(self, node_id: str, schema: tuple[dict, dict]) -> None: + """ + set io schema of single node + :param node_id: node id + :param schema: (inputs_schema, outputs_schema) + """ + self._io_schemas[node_id] = schema + + def set_io_schemas(self, schemas: dict[str, tuple[dict, dict]]) -> None: + """ + set io schemas + :param schemas: schemas + """ + self._io_schemas.update(schemas) + + def get_inputs_schema(self, node_id: str) -> dict: + """ + get inputs schemas by specific node id + :param node_id: node id + :return: inputs schema + """ + if node_id not in self._io_schemas: + return {} + else: + return self._io_schemas[node_id][0] + + def set_stream_edge(self, source_node_id: str, target_node_id: str) -> None: + """ + set a single stream edge + :param source_node_id: source node id + :param target_node_id: target node id + """ + self._stream_edges[target_node_id].append(source_node_id) + + def set_stream_edges(self, edges: dict[str, list[str]]) -> None: + """ + set stream edges + :param edges: stream edges + """ + self._stream_edges.update(edges) + + def is_stream_edge(self, source_node_id: str, target_node_id: str) -> bool: + """ + whether the given edge is a stream edge + :param source_node_id: source node id + :param target_node_id: target node id + :return: true if is stream edge + """ + return (target_node_id in source_node_id) and (source_node_id in self._stream_edges[target_node_id]) + + def set_envs(self, envs: dict[str, str]) -> None: + """ + set environment variables + :param envs: envs + """ + self._env.update(envs) + + def get_env(self, key: str) -> Any: + """ + get environment variable by given key + :param key: environment variable key + :return: environment variable value + """ + if key in self._env: + return self._env[key] + else: + return None + + def __load_envs__(self) -> None: + pass diff --git a/jiuwen/core/context/context.py b/jiuwen/core/context/context.py new file mode 100644 index 0000000000000000000000000000000000000000..cf1fc69b77dc480563f978e49eb73cd8a47a6b90 --- /dev/null +++ b/jiuwen/core/context/context.py @@ -0,0 +1,51 @@ +#!/usr/bin/python3.10 +# coding: utf-8 +# Copyright (c) Huawei Technologies Co., Ltd. 2025-2025. All rights reserved +from abc import ABC +from typing import Any, Optional + +from pydantic import BaseModel + +from jiuwen.core.context.config import Config +from jiuwen.core.context.state import State +from jiuwen.core.context.store import Store + + +class Context(ABC): + def __init__(self, config: Config, state: State, store: Store = None, tracer: Any = None): + self._config = config + self._state = state + self._store = store + self._tracer = tracer + self._stream_writer_manager = None + self._workflow_config: BaseModel = None + self._queue_manager = None + self._stream_modes: list[str] = None + + def init(self, io_schemas: dict[str, tuple[dict, dict]], stream_edges: dict[str, list[str]] = None, + workflow_config: BaseModel = None, stream_modes: list[str] = None) -> bool: + if self.config is not None and not self.config.init(io_schemas, stream_edges): + return False + self._workflow_config = workflow_config + self._stream_modes = stream_modes + + @property + def config(self) -> Config: + return self._config + + @property + def state(self) -> State: + return self._state + + @property + def store(self) -> Store: + return self._store + + @property + def tracer(self) -> Any: + return self._tracer + + def get_stream_writer(self, mode: str) -> Optional[Any]: + if mode not in self._stream_modes: + return None + return self._stream_writer_manager.get_writer(key=mode) diff --git a/jiuwen/core/context/state.py b/jiuwen/core/context/state.py new file mode 100644 index 0000000000000000000000000000000000000000..5d46198adfdd584acb20f03e97c4624830c9e88b --- /dev/null +++ b/jiuwen/core/context/state.py @@ -0,0 +1,86 @@ +#!/usr/bin/python3.10 +# coding: utf-8 +# Copyright (c) Huawei Technologies Co., Ltd. 2025-2025. All rights reserved +from abc import ABC, abstractmethod +from typing import Any, Union, Optional + + +class StateLike(ABC): + @abstractmethod + def get(self, key: Union[str, dict]) -> Optional[Any]: + pass + + @abstractmethod + def update(self, data: dict) -> None: + pass + + +class CommitState(StateLike): + @abstractmethod + def commit(self) -> dict: + pass + + +class State(ABC): + def __init__(self, io_state: CommitState, global_state: CommitState, trace_state: StateLike, comp_state: StateLike): + self._io_state = io_state + self._global_state = global_state + self._trace_state = trace_state + self._comp_state = comp_state + + @property + def io_state(self) -> CommitState: + return self._io_state + + @property + def trace_state(self) -> StateLike: + return self._trace_state + + @property + def global_state(self) -> CommitState: + return self._global_state + + @property + def comp_state(self) -> StateLike: + return self._comp_state + + def get(self, key: Union[str, dict]) -> Optional[Any]: + if self._global_state is None: + return None + return self._global_state.get(key) + + def update(self, data: dict) -> None: + if self._global_state is None: + return + self._global_state.update(data) + + def update_io(self, data: dict) -> None: + if self._io_state is None: + return + self._io_state.update(data) + + def update_trace(self, data: dict) -> None: + if self._trace_state is None: + return + self._trace_state.update(data) + + def set_user_inputs(self, inputs: dict) -> None: + if self._io_state is None: + return + self._io_state.update({"user": {"inputs": inputs}}) + + def get_inputs(self, input_schemas: dict) -> dict: + if self._io_state is None: + return {} + return self._io_state.get(input_schemas) + + def get_outputs(self, node_id: str)-> Any: + if self._io_state is None: + return {} + return self._io_state.get(node_id) + + def set_outputs(self, outputs: dict)-> None: + if self._io_state is None: + return + + return self._io_state.update(outputs) diff --git a/jiuwen/core/context/store.py b/jiuwen/core/context/store.py new file mode 100644 index 0000000000000000000000000000000000000000..81ffc471b8b0d2551a6de61c8649964e4c9eb168 --- /dev/null +++ b/jiuwen/core/context/store.py @@ -0,0 +1,35 @@ +#!/usr/bin/python3.10 +# coding: utf-8 +# Copyright (c) Huawei Technologies Co., Ltd. 2025-2025. All rights reserved +from abc import ABC, abstractmethod +from typing import Any, Union, Optional + + +class Store(ABC): + """ + Store is the abstract base class for + """ + + @abstractmethod + def read(self, key: Union[str, dict]) -> Optional[Any]: + pass + + @abstractmethod + def write(self, value: dict) -> None: + pass + + +class FileStore(Store): + def read(self, key: Union[str, dict]) -> Optional[Any]: + pass + + def write(self, value: dict) -> None: + pass + + +class MemoryStore(Store): + def read(self, key: Union[str, dict]) -> Optional[Any]: + pass + + def write(self, value: dict) -> None: + pass diff --git a/jiuwen/core/graph/__init__.py b/jiuwen/core/graph/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/core/graph/base.py b/jiuwen/core/graph/base.py new file mode 100644 index 0000000000000000000000000000000000000000..279a7f26b08e11871ab1ef01bbe695d3121c737f --- /dev/null +++ b/jiuwen/core/graph/base.py @@ -0,0 +1,49 @@ +#!/usr/bin/python3.10 +# coding: utf-8 +# Copyright (c) Huawei Technologies Co., Ltd. 2025-2025. All rights reserved +from abc import ABC +from typing import Self, Union, Any, AsyncIterator, Iterator, Hashable, Callable, Awaitable + +from langchain_core.runnables import Runnable + +from jiuwen.core.context.context import Context +from jiuwen.core.graph.executable import Executable, Output, Input + + +class ExecutableGraph(Executable[Input, Output]): + def invoke(self, inputs: Input, context: Context) -> Output: + pass + + async def ainvoke(self, inputs: Input, context: Context) -> Output: + pass + + def stream(self, inputs: Input, context: Context) -> Iterator[Output]: + pass + + async def astream(self, inputs: Input, context: Context) -> AsyncIterator[Output]: + pass + +Router = Union[ + Callable[..., Union[Hashable, list[Hashable]]], + Callable[..., Awaitable[Union[Hashable, list[Hashable]]]], + Runnable[Any, Union[Hashable, list[Hashable]]], +] + +class Graph(ABC): + def start_node(self, node_id: str) -> Self: + pass + + def end_node(self, node_id: str) -> Self: + pass + + def add_node(self, node_id: str, node: Executable, *, wait_for_all: bool = False) -> Self: + pass + + def add_edge(self, source_node_id: Union[str, list[str]], target_node_id: str) -> Self: + pass + + def add_conditional_edges(self, source_node_id: str, router: Any) -> Self: + pass + + def compile(self, context: Context) -> ExecutableGraph: + pass \ No newline at end of file diff --git a/jiuwen/core/graph/executable.py b/jiuwen/core/graph/executable.py new file mode 100644 index 0000000000000000000000000000000000000000..3d91012ca841222b4057fe337a68dbc9bae1ec9e --- /dev/null +++ b/jiuwen/core/graph/executable.py @@ -0,0 +1,51 @@ +#!/usr/bin/python3.10 +# coding: utf-8 +# Copyright (c) Huawei Technologies Co., Ltd. 2025-2025. All rights reserved +import asyncio +import json +from abc import ABC, abstractmethod +from functools import partial +from typing import TypeVar, Generic, Iterator, AsyncIterator, Any + +from jiuwen.core.common.exception.exception import InterruptException +from jiuwen.core.common.exception.status_code import StatusCode +from jiuwen.core.context.context import Context + +Input = TypeVar("Input", contravariant=True) +Output = TypeVar("Output", contravariant=True) + + +class Executable(Generic[Input, Output], ABC): + memory: "ConversationMemory" = None + memory_auto_save: bool = True + local_params: dict = dict() + global_params: dict = {"memory": None, "input": None} + is_global: bool = False + global_var_name: str = "" + + @abstractmethod + def invoke(self, inputs: Input, context: Context) -> Output: + pass + + @abstractmethod + async def ainvoke(self, inputs: Input, context: Context) -> Output: + return await asyncio.get_running_loop().run_in_executor( + None, partial(self.invoke, context=context), inputs + ) + + @abstractmethod + def stream(self, inputs: Input, context: Context) -> Iterator[Output]: + yield self.invoke(inputs, context) + + @abstractmethod + async def astream(self, inputs: Input, context: Context) -> AsyncIterator[Output]: + yield self.ainvoke(inputs, context) + + @abstractmethod + def interrupt(self, message: dict): + raise InterruptException( + error_code=StatusCode.CONTROLLER_INTERRUPTED_ERROR.code, + message=json.dumps(message, ensure_ascii=False) + ) + +GeneralExecutor = Executable[dict[str, Any], dict[str, Any]] \ No newline at end of file diff --git a/jiuwen/core/graph/graph_state.py b/jiuwen/core/graph/graph_state.py new file mode 100644 index 0000000000000000000000000000000000000000..0e884a5a6b7ca57284014d2ef20786cefa3c90fd --- /dev/null +++ b/jiuwen/core/graph/graph_state.py @@ -0,0 +1,8 @@ +#!/usr/bin/python3.10 +# coding: utf-8 +# Copyright (c) Huawei Technologies Co., Ltd. 2025-2025. All rights reserved +from typing import TypedDict + + +class GraphState(TypedDict): + source_node_id: str diff --git a/jiuwen/core/graph/vertex.py b/jiuwen/core/graph/vertex.py new file mode 100644 index 0000000000000000000000000000000000000000..6a9aef2c012fb55ba72edd5749f7e7dccc1b973c --- /dev/null +++ b/jiuwen/core/graph/vertex.py @@ -0,0 +1,56 @@ +#!/usr/bin/python3.10 +# coding: utf-8 +# Copyright (c) Huawei Technologies Co., Ltd. 2025-2025. All rights reserved +from typing import Any, Optional + +from jiuwen.core.common.exception.exception import JiuWenBaseException +from jiuwen.core.context.context import Context +from jiuwen.core.graph.executable import Executable, Output +from jiuwen.core.graph.graph_state import GraphState + +class Vertex: + def __init__(self, node_id: str, executable: Executable = None): + self._node_id = node_id + self._executable = executable + self._context: Context = None + + def init(self, context: Context) -> bool: + self._context = context + return True + + def __call__(self, state: GraphState) -> Output: + if self._context is None: + raise JiuWenBaseException(1, "vertex is not initialized, node is is %s", self._node_id) + inputs = self.__pre_invoke__(state) + is_stream = self.__is_stream__(state) + try: + if is_stream: + result_iter = self._executable.stream(inputs, context=self._context) + self.__post_stream__(result_iter) + else: + results = self._executable.invoke(inputs, context=self._context) + self.__post_invoke__(results) + except JiuWenBaseException as e: + raise JiuWenBaseException(e.error_code, "failed to invoke, caused by " + e.message) + return {"source": self._node_id} + + def __pre_invoke__(self, state:GraphState) -> Optional[dict]: + inputs_schema = self._context.config.get_inputs_schema(self._node_id) + inputs = self._context.state.get_inputs(inputs_schema) + if self._context.tracer is not None: + self.__trace_inputs__(inputs) + return inputs + + def __post_invoke__(self, results: Optional[dict]) -> None: + self._context.state.set_outputs(results) + pass + + def __post_stream__(self, results_iter: Any) -> None: + pass + + def __trace_inputs__(self, inputs: Optional[dict]) -> None: + pass + + def __is_stream__(self, state: GraphState) -> bool: + return False + diff --git a/jiuwen/core/runtime/callback_manager.py b/jiuwen/core/runtime/callback_manager.py new file mode 100644 index 0000000000000000000000000000000000000000..808cd45558d0bfd95008cac048728c14fe6fbe8a --- /dev/null +++ b/jiuwen/core/runtime/callback_manager.py @@ -0,0 +1,58 @@ +from abc import abstractmethod +from typing import Callable, Dict, List + +def trigger_event(func): + func._is_trigger_event = True + return func + +class BaseHandler: + """无状态数据处理""" + def __init_subclass__(cls): + super().__init_subclass__() + cls.trigger_event = trigger_event + + def __init__(self, owner): + self.owner = owner + + @abstractmethod + def event_name(self): + pass + + def get_trigger_events(self): + return [ + name for name in dir(self) + if callable(getattr(self, name)) and + getattr(getattr(self, name), "_is_trigger_event", False) + ] + +class CallbackManager: + def __init__(self): + self._handlers: Dict[str, BaseHandler] = {} + self._trigger_events: Dict[str, List] = {} + + def _instantiation_handler(self, handler_class_name: Callable): + handler = handler_class_name(owner=self) + if not isinstance(handler, handler_class_name): + raise TypeError("handler class name cannot be instantiation") + return handler + + def _init_handler(self, handler_map: dict): + for handler_name, handler in handler_map.items(): + if handler_name in self._handlers: + raise ValueError(f"handler class name exists") + self._handlers[handler_name] = handler + trigger_events = handler.get_trigger_events() + self._trigger_events[handler_name] = trigger_events + + def trigger(self, handler_class_name: str, event_name: str, **kwargs): + if handler_class_name not in self._trigger_events or event_name not in self._trigger_events[ + handler_class_name + ]: + raise TypeError("event name not exists") + handler = self._handlers[handler_class_name] + if hasattr(handler, event_name): + method = getattr(handler, event_name) + method(**kwargs) + + def register_handler(self, configs: dict): + self._init_handler(configs) \ No newline at end of file diff --git a/jiuwen/core/stream/__init__.py b/jiuwen/core/stream/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/core/stream/base.py b/jiuwen/core/stream/base.py new file mode 100644 index 0000000000000000000000000000000000000000..0d24598a7f9646abb099bd69c0678aad8b5ecdd6 --- /dev/null +++ b/jiuwen/core/stream/base.py @@ -0,0 +1,22 @@ +from enum import Enum +from typing import Dict, Any + + +class StreamMode(Enum): + + def __new__(cls, mode: str, desc: str, options: Dict[str, Any] = None): + obj = object.__new__(cls) + obj._value_ = mode + obj.mode = mode + obj.desc = desc + obj.options = options or {} + return obj + + def __str__(self): + return f"StreamMode(mode={self.mode}, desc={self.desc}, options={self.options})" + + +class BaseStreamMode(StreamMode): + OUTPUT = ("output", "Standard stream data defined by the framework") + TRACE = ("trace", "Trace stream data produced by the graph") + CUSTOM = ("custom", "Custom stream data defined by the runnable") diff --git a/jiuwen/core/stream/emitter.py b/jiuwen/core/stream/emitter.py new file mode 100644 index 0000000000000000000000000000000000000000..d540cc155d3e5c7e91cd21cd018ca8d54dda55e7 --- /dev/null +++ b/jiuwen/core/stream/emitter.py @@ -0,0 +1,117 @@ +import asyncio +from typing import Any, Optional + +from jiuwen.core.common.logging.base import logger + + +class AsyncStreamQueue: + + def __init__(self, maxsize: int = 0): + if not isinstance(maxsize, int): + raise TypeError("maxsize must be an integer") + + if maxsize < 0: + raise ValueError("maxsize must be >= 0") + + self._stream_queue = asyncio.Queue(maxsize=maxsize) + self._closed = False + + @property + def is_closed(self) -> bool: + return self._closed + + async def send(self, + data: Any, + attempt_timeout: float = 0.2, + max_retries: int = 5) -> None: + if self._closed: + raise RuntimeError("StreamQueue is already closed") + + for attempt in range(0, max_retries): + try: + await asyncio.wait_for(self._stream_queue.put(data), + attempt_timeout) + logger.debug( + f"Sending stream data success, timeout: {attempt_timeout}, attempt: {attempt + 1}" + ) + return + except asyncio.TimeoutError: + logger.error( + f"Sending stream data timeout error, timeout: {attempt_timeout}, attempt: {attempt + 1}" + ) + continue + + async def receive(self, timeout: float = 0.2) -> Optional[Any]: + if self._closed: + raise RuntimeError("StreamQueue is already closed") + + try: + stream_item = await asyncio.wait_for(self._stream_queue.get(), + timeout) + self._stream_queue.task_done() + logger.debug(f"Receiving stream data success, timeout: {timeout}") + return stream_item + except asyncio.TimeoutError: + logger.error( + f"Receiving stream data timeout error, timeout: {timeout}") + return None + + async def close(self, timeout: float = 5.0) -> None: + if self._closed: + logger.debug("StreamQueue is already closed") + return + self._closed = True + + try: + await asyncio.wait_for(self._stream_queue.join(), timeout) + logger.debug( + f"StreamQueue closed successfully, timeout: {timeout}") + except asyncio.TimeoutError: + logger.error( + f"Closing StreamQueue timeout error, timeout: {timeout}, force clear stream queue." + ) + self._force_clear() + + def _force_clear(self) -> None: + cleared_items = 0 + while not self._stream_queue.empty(): + try: + self._stream_queue.get_nowait() + self._stream_queue.task_done() + cleared_items += 1 + except (asyncio.QueueEmpty, ValueError): + break + + unfinished = getattr(self._stream_queue, '_unfinished_tasks', 0) + for _ in range(unfinished): + try: + self._stream_queue.task_done() + except ValueError: + break + + logger.info(f"Force cleared {cleared_items} items from StreamQueue.") + + +class StreamEmitter: + END_FRAME = "all streaming outputs finish" + + def __init__(self): + self._stream_queue = AsyncStreamQueue() + self._closed = False + + @property + def stream_queue(self) -> AsyncStreamQueue: + return self._stream_queue + + async def emit(self, stream_data: Any) -> None: + if self._closed: + raise RuntimeError( + "Can not emit data after the stream emitter is closed.") + await self._stream_queue.send(stream_data) + + async def close(self) -> None: + if self._closed: + logger.debug("StreamWriter is already closed.") + self._closed = True + + await self._stream_queue.send(self.END_FRAME) diff --git a/jiuwen/core/stream/manager.py b/jiuwen/core/stream/manager.py new file mode 100644 index 0000000000000000000000000000000000000000..40639f59f9b26bf3bb3f07150111453545996428 --- /dev/null +++ b/jiuwen/core/stream/manager.py @@ -0,0 +1,79 @@ +from typing import Dict, Optional, List, AsyncIterator, Any + +from jiuwen.core.common.logging.base import logger +from jiuwen.core.stream.base import StreamMode, BaseStreamMode +from jiuwen.core.stream.emitter import StreamEmitter +from jiuwen.core.stream.writer import StreamWriter, OutputStreamWriter, TraceStreamWriter, CustomStreamWriter + + +class StreamWriterManager: + + def __init__(self, + stream_emitter: StreamEmitter, + modes: Optional[List[StreamMode]] = None): + if stream_emitter is None: + raise ValueError("stream_emitter is None") + self._stream_emitter = stream_emitter + self._default_modes = modes if modes is not None else [ + BaseStreamMode.OUTPUT, BaseStreamMode.TRACE, BaseStreamMode.CUSTOM + ] + self._writers: Dict[StreamMode, StreamWriter] = {} + self._add_default_writers() + + @staticmethod + def create_manager(stream_emitter: StreamEmitter, + modes: Optional[List[StreamMode]] = None): + return StreamWriterManager(stream_emitter=stream_emitter, modes=modes) + + @property + def stream_emitter(self) -> StreamEmitter: + return self._stream_emitter + + async def stream_output(self, timeout=0.2) -> AsyncIterator[Any]: + while True: + data = await self._stream_emitter.stream_queue.receive( + timeout=timeout) + if data is not None: + if data == StreamEmitter.END_FRAME: + logger.info("Received END_FRAME, stopping stream output.") + await self._stream_emitter.stream_queue.close() + break + else: + logger.info(f"Received stream data: {data}") + yield data + else: + logger.warn("No data received, waiting foe data.") + + def add_writer(self, key: StreamMode, writer: StreamWriter) -> None: + self._writers[key] = writer + + def get_writer(self, key: StreamMode) -> Optional[StreamWriter]: + return self._writers.get[key] + + def get_output_writer(self) -> Optional[StreamWriter]: + return self.get_writer(BaseStreamMode.OUTPUT) + + def get_trace_writer(self) -> Optional[StreamWriter]: + return self.get_writer(BaseStreamMode.TRACE) + + def get_custom_writer(self) -> Optional[StreamWriter]: + return self.get_writer(BaseStreamMode.CUSTOM) + + def remove_writer(self, key: StreamMode) -> Optional[StreamWriter]: + if key in self._default_modes: + raise ValueError(f"Can not remove default writer for mode {key}") + + return self._writers.pop(key, None) + + def _add_default_writers(self) -> None: + for mode in self._default_modes: + if mode == BaseStreamMode.OUTPUT: + self.add_writer(mode, OutputStreamWriter(self._stream_emitter)) + elif mode == BaseStreamMode.TRACE: + self.add_writer(mode, TraceStreamWriter(self._stream_emitter)) + elif mode == BaseStreamMode.CUSTOM: + self.add_writer(mode, CustomStreamWriter(self._stream_emitter)) + else: + raise ValueError( + f"default modes must be OUTPUT, TRACE, CUSTOM, {mode} is not supported." + ) diff --git a/jiuwen/core/stream/writer.py b/jiuwen/core/stream/writer.py new file mode 100644 index 0000000000000000000000000000000000000000..8fc0dd2f18480a1291108738b53ef677e6bfbe58 --- /dev/null +++ b/jiuwen/core/stream/writer.py @@ -0,0 +1,81 @@ +from typing import Type, Generic, TypeVar, Any +from pydantic import BaseModel, ValidationError + +from jiuwen.core.stream.emitter import StreamEmitter + +T = TypeVar("T") +S = TypeVar("S", bound=BaseModel) + + +class StreamWriter(Generic[T, S]): + + def __init__(self, stream_emitter: StreamEmitter, schema_type: Type[S]): + if stream_emitter is None: + raise ValueError("stream_emitter can not be None") + + self._stream_emitter = stream_emitter + self._schema_type = schema_type + + async def write(self, stream_data: T) -> None: + try: + validated_data = self._schema_type.model_validate(stream_data) + except ValidationError as e: + raise ValueError( + f"Data validation failed for schema {self._schema_type.__name__}" + ) from e + + await self._do_write(validated_data) + + async def _do_write(self, validated_data: S) -> None: + await self._stream_emitter.emit(validated_data) + + +class OutputSchema(BaseModel): + type: str + index: int + payload: Any + + +class OutputStreamWriter(StreamWriter[dict, OutputSchema]): + + def __init__( + self, + stream_emitter: StreamEmitter, + schema_type: Type[OutputSchema] = OutputSchema, + ): + super().__init__(stream_emitter, schema_type) + + +class TraceSchema(BaseModel): + type: str + payload: Any + + +class TraceStreamWriter(StreamWriter[dict, TraceSchema]): + + def __init__( + self, + stream_emitter: StreamEmitter, + schema_type: Type[TraceSchema] = TraceSchema, + ): + super().__init__(stream_emitter, schema_type) + + +class CustomSchema(BaseModel): + + def __init__(self, **kwargs): + super().__init_(**kwargs) + + class Config: + arbitrary_types_allowed = True + extra = "allow" + + +class CustomStreamWriter(StreamWriter[dict, CustomSchema]): + + def __init__( + self, + stream_emitter: StreamEmitter, + schema_type: Type[CustomSchema] = CustomSchema, + ): + super().__init__(stream_emitter, schema_type) diff --git a/jiuwen/core/tracer/__init__.py b/jiuwen/core/tracer/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/core/tracer/data.py b/jiuwen/core/tracer/data.py new file mode 100644 index 0000000000000000000000000000000000000000..1ff6ab437af53ddb1cb94b61a6ca17c34ebe6b43 --- /dev/null +++ b/jiuwen/core/tracer/data.py @@ -0,0 +1,20 @@ +from enum import Enum +class InvokeType(Enum): + """ + Agent Invoke Type + """ + PROMPT = "prompt" + LLM = "llm" + PLUGIN = "plugin" + CHAIN = "chain" + RETRIEVER = "retriever" + EVALUATOR = "evalutor" + +class NodeStatus(Enum): + """ + Workflow Node Status For Message + """ + START = "start" + FINISH = "finish" + RUNNING = "running" + ERROR = "error" \ No newline at end of file diff --git a/jiuwen/core/tracer/handler.py b/jiuwen/core/tracer/handler.py new file mode 100644 index 0000000000000000000000000000000000000000..42103d11cd6e08ec058979d82c9bd9e0a0c43498 --- /dev/null +++ b/jiuwen/core/tracer/handler.py @@ -0,0 +1,300 @@ +import asyncio +import copy +import json +import random +from abc import abstractmethod +from datetime import datetime +from enum import Enum +from typing import Any +from dateutil.tz import tzlocal + +from jiuwen.core.common.exception.base import JiuWenBaseException +from jiuwen.core.common.logging.base import logger +from jiuwen.core.runtime.callback_manager import BaseHandler, trigger_event +from jiuwen.core.stream.manager import StreamWriterManager +from jiuwen.core.tracer.data import InvokeType, NodeStatus +from jiuwen.core.tracer.span import Span, TraceAgentSpan, TraceWorkflowSpan + +from jiuwen.core.tracer.span import SpanManager + +class TracerHandlerName(Enum): + + """ + Trigger handler name. + """ + TRACE_AGENT = "tracer_agent" + TRACER_WORKFLOW = "tracer_workflow" + +class TraceBaseHandler(BaseHandler): + def __init__(self, owner, stream_writer_manager: StreamWriterManager, spanManager: SpanManager): + super().__init__(owner) + self._stream_writer = stream_writer_manager.get_trace_writer() + self._span_manager = spanManager + + async def emit_stream_writer(self, data): + await self._emit_stream_writer(data) + + @abstractmethod + def _format_data(self, span: Span) -> dict: + return {"event_name": self.event_name(), "playload": span} + + async def _emit_stream_writer(self, span): + # TODO 替换为使用TraceStreamWriter进行输出 + # await self._stream_writer.write(self._format_data(raw_data)) + + print(f"_emit_stream_writer: {self._format_data(span)}") + wait_time = random.randint(0, 10) + await asyncio.sleep(wait_time) + print(f"wait_time {wait_time}") + + def _send_data(self, span): + print(f"send_data, {span}") + asyncio.create_task(self.emit_stream_writer(copy.deepcopy(span))) + + def _get_elapsed_time(self, start_time: datetime, end_time: datetime) -> str: + """get elapsed time""" + elapsed_time = end_time - start_time + ms = elapsed_time.total_seconds() * 1000 + if ms < 1000: + return f"{ms:.0f}ms" + return f"{(ms / 1000):.2f}s" + +class TraceAgentHandler(TraceBaseHandler): + def __init__(self, owner, stream_writer_manager, spanManager): + super().__init__(owner, stream_writer_manager, spanManager) + + def event_name(self): + return TracerHandlerName.TRACE_AGENT.value + + def _format_data(self, span: TraceAgentSpan) -> dict: + return {"event_name": self.event_name(), "playload": span.model_dump(by_alias=True)} + + def _update_start_trace_data(self, span: TraceAgentSpan, invoke_type: str, inputs: Any, instance_info: dict, + **kwargs): + try: + meta_data = json.loads( + json.dumps(instance_info, ensure_ascii=False, + default=lambda _obj: f"<>") + ) + except json.decoder.JSONDecodeError as err: + logger.error("meta_data process error") + raise ValueError(f"meta_data error: Decoder error") from err + + update_data = { + "start_time": datetime.now(tz=tzlocal()).replace(tzinfo=None), + "invoke_type": invoke_type, + "inputs": inputs, + "instance_info": instance_info, + "name": instance_info["class_name"], + "meta_data": meta_data + } + self._span_manager.update_span(span, update_data) + + def _update_end_trace_data(self, span: TraceAgentSpan, outputs, **kwargs): + end_time = datetime.now(tz=tzlocal()).replace(tzinfo=None) + update_data = { + "end_time": end_time, + "outputs": outputs, + "elapsed_time": self._get_elapsed_time(span.start_time, end_time) + } + self._span_manager.update_span(span, update_data) + + def _update_error_trace_data(self, span: TraceAgentSpan, error, **kwargs): + end_time = datetime.now(tz=tzlocal()).replace(tzinfo=None) + update_data = { + "end_time": end_time, + "error": repr(error), + "elapsed_time": self._get_elapsed_time(span.start_time, end_time) + } + self._span_manager.update_span(span, update_data) + + @trigger_event + def on_chain_start(self, span: TraceAgentSpan, inputs: Any, instance_info: dict, **kwargs): + self._update_start_trace_data(invoke_type=InvokeType.CHAIN.value, span=span, inputs=inputs, + instance_info=instance_info, **kwargs) + self._send_data(span) + + @trigger_event + def on_chain_end(self, span: TraceAgentSpan, **kwargs): + self._update_end_trace_data(span=span, **kwargs) + self._send_data(span) + + @trigger_event + def on_chain_error(self, span: TraceAgentSpan, **kwargs): + self._update_error_trace_data(span=span, **kwargs) + self._send_data(span) + + @trigger_event + def on_llm_start(self, span: TraceAgentSpan, inputs: Any, instance_info: dict, **kwargs): + self._update_start_trace_data(invoke_type=InvokeType.LLM.value, span=span, inputs=inputs, + instance_info=instance_info, **kwargs) + self._send_data(span) + + @trigger_event + def on_llm_end(self, span: TraceAgentSpan, **kwargs): + self._update_end_trace_data(span=span, **kwargs) + self._send_data(span) + + @trigger_event + def on_llm_error(self, span: TraceAgentSpan, **kwargs): + self._update_error_trace_data(span=span, **kwargs) + self._send_data(span) + + @trigger_event + def on_prompt_start(self, span: TraceAgentSpan, inputs: Any, instance_info: dict, **kwargs): + self._update_start_trace_data(invoke_type=InvokeType.PROMPT.value, span=span, inputs=inputs, + instance_info=instance_info, **kwargs) + self._send_data(span) + + @trigger_event + def on_prompt_end(self, span: TraceAgentSpan, **kwargs): + self._update_end_trace_data(span=span, **kwargs) + self._send_data(span) + + @trigger_event + def on_prompt_error(self, span: TraceAgentSpan, **kwargs): + self._update_error_trace_data(span=span, **kwargs) + self._send_data(span) + + @trigger_event + def on_plugin_start(self, span: TraceAgentSpan, inputs: Any, instance_info: dict, **kwargs): + self._update_start_trace_data(invoke_type=InvokeType.PLUGIN.value, span=span, inputs=inputs, + instance_info=instance_info, **kwargs) + self._send_data(span) + + @trigger_event + def on_plugin_end(self, span: TraceAgentSpan, **kwargs): + self._update_end_trace_data(span=span, **kwargs) + self._send_data(span) + + @trigger_event + def on_plugin_error(self, span: TraceAgentSpan, **kwargs): + self._update_error_trace_data(span=span, **kwargs) + self._send_data(span) + + @trigger_event + def on_retriever_start(self, span: TraceAgentSpan, inputs: Any, instance_info: dict, **kwargs): + self._update_start_trace_data(invoke_type=InvokeType.RETRIEVER.value, span=span, inputs=inputs, + instance_info=instance_info, **kwargs) + self._send_data(span) + + @trigger_event + def on_retriever_end(self, span: TraceAgentSpan, **kwargs): + self._update_end_trace_data(span=span, **kwargs) + self._send_data(span) + + @trigger_event + def on_retriever_error(self, span: TraceAgentSpan, **kwargs): + self._update_error_trace_data(span=span, **kwargs) + self._send_data(span) + + @trigger_event + def on_evaluator_start(self, span: TraceAgentSpan, inputs: Any, instance_info: dict, **kwargs): + self._update_start_trace_data(invoke_type=InvokeType.EVALUATOR.value, span=span, inputs=inputs, + instance_info=instance_info, **kwargs) + self._send_data(span) + + @trigger_event + def on_evaluator_end(self, span: TraceAgentSpan, **kwargs): + self._update_end_trace_data(span=span, **kwargs) + self._send_data(span) + + @trigger_event + def on_evaluator_error(self, span: TraceAgentSpan, **kwargs): + self._update_error_trace_data(span=span, **kwargs) + self._send_data(span) + + +class TraceWorkflowHandler(TraceBaseHandler): + def __init__(self, owner, stream_writer_manager, spanManager): + super().__init__(owner, stream_writer_manager, spanManager) + + # TODO 确认llm临时数据使用 + # TODO on_invoke + # TODO on_post_invoke + + def event_name(self) -> str: + return TracerHandlerName.TRACER_WORKFLOW.value + + def _format_data(self, span: TraceWorkflowSpan) -> dict: + status = NodeStatus.START.value + if span.error: + status = NodeStatus.ERROR.value + if span.on_invoke_data: + status = NodeStatus.RUNNING.value if not span.outputs else NodeStatus.FINISH.value + if span.end_time: + status = NodeStatus.FINISH.value if span.outputs else NodeStatus.RUNNING.value + span.status = status + return {"event_name": self.event_name(), "playload": span.model_dump(by_alias=True)} + + @trigger_event + def on_pre_invoke(self, span: TraceWorkflowSpan, inputs: Any, component_metadata: dict, + **kwargs): + try: + meta_data = json.dumps({ + "component_id": component_metadata.get("component_id", ""), + "component_name": component_metadata.get("component_name", ""), + "component_type": component_metadata.get("component_type", "") + }) + except json.decoder.JSONDecodeError as err: + logger.error("meta_data process error") + raise ValueError(f"meta_data error: Decoder error") from err + + update_data = { + "start_time": datetime.now(tz=tzlocal()).replace(tzinfo=None), + "inputs": inputs, + "invoke_type": component_metadata["component_type"], + "on_invoke_data": None, + "meta_data": meta_data, + **component_metadata + } + self._span_manager.update_span(span, update_data) + self._send_data(span) + + @trigger_event + def on_invoke(self, span: TraceWorkflowSpan, on_invoke_data: dict, exception: dict = None, **kwargs): + update_data = {} + end_time = datetime.now(tz=tzlocal()).replace(tzinfo=None) + if exception is not None: + if isinstance(exception, JiuWenBaseException): + span.error = {"error_code": exception.error_code, "message": exception.message} + else: + span.error = repr(exception) + if on_invoke_data: + span.on_invoke_data.append(on_invoke_data) + update_data = { + "end_time": end_time, + "elapsed_time": self._get_elapsed_time(span.start_time, end_time) + } + else: + span.on_invoke_data.append(on_invoke_data) + if span.component_type == "LLM": + # TODO + pass + self._span_manager.update_span(span, update_data) + self._send_data(span) + if exception and span.component_type == "LLM": + span.llm_invoke_data.clear() + self._span_manager.update_span(span, {}) + + @trigger_event + def on_post_invoke(self, span: TraceWorkflowSpan, inputs, outputs, **kwargs): + end_time = datetime.now(tz=tzlocal()).replace(tzinfo=None) + update_data = { + "outputs": outputs, + "end_time": end_time, + "elapsed_time": self._get_elapsed_time(span.start_time, end_time) + } + if inputs and span.component_type in ["End", "Message"]: + span.inputs = inputs + + self._span_manager.update_span(span, update_data) + self._send_data(span) + + if span.component_type == "LLM": + span.llm_invoke_data.clear() + self._span_manager.update_span(span, {}) + + if span.component_type == "End" and span.end_time: + span.llm_invoke_data.clear() + self._span_manager.update_span(span, {}) \ No newline at end of file diff --git a/jiuwen/core/tracer/span.py b/jiuwen/core/tracer/span.py new file mode 100644 index 0000000000000000000000000000000000000000..07c51aae6cb26f6a54299cd7827901844f037153 --- /dev/null +++ b/jiuwen/core/tracer/span.py @@ -0,0 +1,83 @@ +import uuid +from datetime import datetime +from typing import Optional, Dict, List, Callable +from pydantic import Field, BaseModel + +class Span(BaseModel): + trace_id: str + start_time: datetime = Field(default=None, alias="startTime") + end_time: Optional[datetime] = Field(default=None, alias="endTime") + inputs: Optional[dict] = Field(default=None, alias="inputs") + outputs: Optional[dict] = Field(default=None, alias="outputs") + error: Optional[dict] = Field(default=None, alias="error") + invoke_id: str = Field(default=None, alias="invokeId") + parent_invoke_id: Optional[str] = Field(default=None, alias="parentInvokeId") + child_invokes_id: List[str] = Field(default=[], alias="childInvokes") + + def update(self, data: dict): + for attr_name, value in data.items(): + if not hasattr(self, attr_name): + continue + setattr(self, attr_name, value) + +class TraceAgentSpan(Span): + invoke_type: str = Field(default=None, alias="invokeType") + name: str = Field(default=None, alias="name") + elapsed_time: Optional[str] = Field(default=None, alias="elapsedTime") + meta_data: Optional[dict] = Field(default=None, alias="metaData") # include llm function tools and token infos + +class TraceWorkflowSpan(Span): + execution_id: str = Field(default="", alias="executionId") + conversation_id: str = Field(default="", alias="conversationId") + on_invoke_data: List[dict] = Field(default=[], alias="onInvokeData") # 用于记录当前组件执行时间的中间过程信息 + agent_id: str = Field(default="", alias="agentId") + component_id: str = Field(default="", alias="componentId") # 放到metadata + component_name: str = Field(default="", alias="componentName") # 放到metadata + component_type: str = Field(default="", alias="componentType") # 即invoke_type + agent_parent_invoke_id: str = Field(default="", alias="agentParentInvokeId") # 给未来适配workflow节点中嵌套workflow预留 + meta_data: Optional[dict] = Field(default=None, alias="metaData") # 包括：模型的输入的function tools信息，模型的token使用信息 + # for loop component + loop_node_id: Optional[str] = Field(default=None, alias="loopNodeId") + loop_index: Optional[int] = Field(default=None, alias="loopIndex") + # node status + status: Optional[str] = Field(default=None, alias="status") + # for llm invoke data + llm_invoke_data: Dict[str, dict] = Field(default=[], exclude=True) # 模型数据，临时存储 + +class SpanManager: + """用于管理tracer handler运行期间的span""" + def __init__(self, trace_id: str): + self._trace_id = trace_id + self._order = [] + self._runtime_spans = {} + + def refresh_span_record(self, invoke_id: str, runtime_span: Dict[str, Span]): + if invoke_id not in self._order: + self._order.append(invoke_id) + self._runtime_spans[invoke_id] = runtime_span[invoke_id] + + def _create_span(self, span_class: Callable, parent_span = None): + invoke_id = str(uuid.uuid4()) + span = span_class(invoke_id=invoke_id, parent_id=parent_span.invoke_id if parent_span else None, + trace_id=self._trace_id) + + if parent_span: + parent_span.child_invokes_id.append(span.invoke_id) + self.refresh_span_record(parent_span.invoke_id, {parent_span.invoke_id: parent_span}) + self.refresh_span_record(invoke_id, {invoke_id: span}) + + return span + + def create_agent_span(self, parent_span: Optional[TraceAgentSpan] = None) -> TraceAgentSpan: + return self._create_span(TraceAgentSpan, parent_span) + + def create_workflow_agent(self, parent_span: Optional[TraceWorkflowSpan] = None) -> TraceWorkflowSpan: + return self._create_span(TraceWorkflowSpan, parent_span) + + def update_span(self, span: Span, data: dict): + span.update(data) + self.refresh_span_record(span.invoke_id, {span.invoke_id: span}) + + def end_span(self): + pass + \ No newline at end of file diff --git a/jiuwen/core/utils/llm/__init__.py b/jiuwen/core/utils/llm/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/core/utils/llm/model_library/__init__.py b/jiuwen/core/utils/llm/model_library/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/core/utils/llm/model_utils/__init__.py b/jiuwen/core/utils/llm/model_utils/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/core/utils/output_parser/__init__.py b/jiuwen/core/utils/output_parser/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/core/utils/prompt/__init__.py b/jiuwen/core/utils/prompt/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/core/utils/tool/__init__.py b/jiuwen/core/utils/tool/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/core/utils/tool/function/__init__.py b/jiuwen/core/utils/tool/function/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/core/utils/tool/service_api/__init__.py b/jiuwen/core/utils/tool/service_api/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/core/workflow/__init__.py b/jiuwen/core/workflow/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/core/workflow/base.py b/jiuwen/core/workflow/base.py new file mode 100644 index 0000000000000000000000000000000000000000..bb3027342786cf69eb82db6611818d70201e481e --- /dev/null +++ b/jiuwen/core/workflow/base.py @@ -0,0 +1,138 @@ +#!/usr/bin/python3.10 +# coding: utf-8 +# Copyright (c) Huawei Technologies Co., Ltd. 2025-2025. All rights reserved +import asyncio +from dataclasses import dataclass, Field +from functools import partial +from typing import Self, Dict, Any, Union, AsyncIterator, Iterator + +from pydantic import BaseModel + +from jiuwen.core.common.exception.exception import JiuWenBaseException +from jiuwen.core.component.base import WorkflowComponent, StartComponent, EndComponent +from jiuwen.core.context.context import Context +from jiuwen.core.graph.base import Graph, Router +from jiuwen.core.graph.executable import Executable, Input, Output + + +class WorkflowConfig(BaseModel): + metadata: BaseModel = Field(default=None) + + +class WorkflowOutput(BaseModel): + result: str = Field(default="") + + +class WorkflowChunk(BaseModel): + chunk_id: str = Field(default="") + payload: str = Field(default="") + metadata: Dict[str, Any] = Field(default_factory=dict) + is_final: bool = Field(default=False) + + +class Workflow: + def __init__(self, workflow_config: WorkflowConfig, graph: Graph = None): + self._graph = graph + self._workflow_config = workflow_config + self._comp_io_schemas: dict[str, tuple[dict, dict]] = dict() + self._stream_edges: dict[str, list[str]] = dict() + self._end_comp_id: str = "" + + def add_workflow_comp( + self, + comp_id: str, + workflow_comp: Union[Executable, WorkflowComponent], + *, + wait_for_all: bool = False, + inputs_schema: dict = None, + outputs_schema: dict = None + ) -> Self: + if not isinstance(workflow_comp, WorkflowComponent): + workflow_comp = self._convert_to_component(workflow_comp) + workflow_comp.add_component(graph=self._graph, node_id=comp_id, wait_for_all=wait_for_all) + self._comp_io_schemas[comp_id] = (inputs_schema, outputs_schema) + return self + + def set_start_comp( + self, + start_comp_id: str, + component: StartComponent, + inputs_schema: dict = None, + output_schema: dict = None + ) -> Self: + self._graph.add_node(start_comp_id, component) + self._graph.start_node(start_comp_id) + self._comp_io_schemas[start_comp_id] = (inputs_schema, output_schema) + return self + + def set_end_component( + self, + end_comp_id: str, + component: EndComponent, + inputs_schema: dict = None, + output_schema: dict = None + ) -> Self: + self._graph.add_node(end_comp_id, component) + self._graph.end_node(end_comp_id) + self._comp_io_schemas[end_comp_id] = (inputs_schema, output_schema) + self._end_comp_id = end_comp_id + return self + + def add_connection(self, src_comp_id: str, target_comp_id: str) -> Self: + self._graph.add_edge(source_node_id=src_comp_id, target_node_id=target_comp_id) + return self + + def add_stream_connection(self, src_comp_id: str, target_comp_id: str) -> Self: + self._graph.add_edge(source_node_id=src_comp_id, target_node_id=target_comp_id) + if target_comp_id not in self._stream_edges: + self._stream_edges[target_comp_id] = [src_comp_id] + else: + self._stream_edges[target_comp_id].append(src_comp_id) + return self + + def add_conditional_connection(self, src_comp_id: str, router: Router) -> Self: + self._graph.add_conditional_edges(source_node_id=src_comp_id, router=router) + return self + + def invoke(self, inputs: Input, context: Context) -> Output: + if not context.init(io_schemas=self._comp_io_schemas, stream_edges=self._stream_edges, + workflow_config=self._workflow_config): + return None + compiled_graph = self._graph.compile(context) + context.state.set_user_inputs(inputs) + compiled_graph.invoke(inputs, context) + return context.state.get_outputs(self._end_comp_id) + + async def ainvoke(self, inputs: Input, context: Context) -> Output: + return await asyncio.get_running_loop().run_in_executor( + None, partial(self.invoke, context), inputs + ) + + def stream( + self, + inputs: Input, + context: Context, + stream_modes: list[str] = None + ) -> Iterator[WorkflowChunk]: + if not context.init(io_schemas=self._comp_io_schemas, stream_edges=self._stream_edges, + workflow_config=self._workflow_config, stream_modes=stream_modes): + raise JiuWenBaseException(1, "failed to init context") + compiled_graph = self._graph.compile(context) + context.state.set_user_inputs(inputs) + yield from compiled_graph.stream(inputs, context) + + async def astream( + self, + inputs: Input, + context: Context, + stream_modes: list[str] = None + ) -> AsyncIterator[WorkflowChunk]: + if not context.init(io_schemas=self._comp_io_schemas, stream_edges=self._stream_edges, + workflow_config=self._workflow_config, stream_modes=stream_modes): + raise JiuWenBaseException(1, "failed to init context") + compiled_graph = self._graph.compile(context) + context.state.set_user_inputs(inputs) + yield await compiled_graph.astream(inputs, context) + + def _convert_to_component(self, executable: Executable) -> WorkflowComponent: + pass diff --git a/jiuwen/extensions/__init__.py b/jiuwen/extensions/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/graph/factory.py b/jiuwen/graph/factory.py new file mode 100644 index 0000000000000000000000000000000000000000..c046bf526f635877ed3b51c00152856eea3e67eb --- /dev/null +++ b/jiuwen/graph/factory.py @@ -0,0 +1,21 @@ +#!/usr/bin/env python +# -*- coding: UTF-8 -*- +# Copyright (c) Huawei Technologies Co., Ltd. 2025-2025. All rights reserved. +from enum import Enum + +from jiuwen.core.graph.base import Graph +from jiuwen.graph.pregel.graph import PregelGraph + + +class GraphType(Enum): + PREGEL = 1 + + +class GraphFactory: + def __init__(self, graph_type: GraphType = GraphType.PREGEL): + self._graph_type = graph_type + + def create_graph(self) -> Graph: + if self._graph_type == GraphType.PREGEL: + return PregelGraph() + return PregelGraph() diff --git a/jiuwen/graph/pregel/__init__.py b/jiuwen/graph/pregel/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/graph/pregel/graph.py b/jiuwen/graph/pregel/graph.py new file mode 100644 index 0000000000000000000000000000000000000000..b1459199c5cf60482af7ba0896d2ec12673a82fe --- /dev/null +++ b/jiuwen/graph/pregel/graph.py @@ -0,0 +1,81 @@ +#!/usr/bin/env python +# -*- coding: UTF-8 -*- +# Copyright (c) Huawei Technologies Co., Ltd. 2025-2025. All rights reserved. +from typing import Union, Self, Iterator, AsyncIterator + +from langgraph.graph import StateGraph + +from jiuwen.core.graph.base import Graph +from jiuwen.core.graph.state import State +from jiuwen.core.graph.vertex import Vertex + + +class PregelGraph(Graph): + def __init__(self): + self.pregel: StateGraph = StateGraph(State) + self.compiledStateGraph = None + self.edges: list[Union[str, list[str]], str] = [] + self.waits: set[str] = set() + + def start_node(self, node_id: str) -> Self: + self.pregel.set_entry_point(node_id) + return self + + def end_node(self, node_id: str) -> Self: + self.pregel.set_finish_point(node_id) + return self + + def add_node(self, node_id: str, node: Executable, *, wait_for_all: bool = False, inputs: dict = None) -> Self: + self.pregel.add_node(node_id, Vertex(node_id, node, inputs)) + if wait_for_all: + self.waits.add(node_id) + return self + + def add_edge(self, start_node_id: Union[str, list[str]], end_node_id: str) -> Self: + self.edges.append((start_node_id, end_node_id)) + return self + + def add_conditional_edges(self, source: str, router: Router) -> Self: + self.pregel.add_conditional_edges(source, router) + return self + + def compile(self) -> ExecutableGraph: + if self.compiledStateGraph is None: + self._pre_compile() + self.compiledStateGraph = self.pregel.compile() + return CompiledGraph(self.compiledStateGraph) + + def _pre_compile(self): + edges: list[Union[str, list[str]], str] = [] + sources: dict[str, list[str]] = {} + for (source_node_id, target_node_id) in self.edges: + if target_node_id in self.waits: + if target_node_id not in sources: + sources[target_node_id] = [] + if isinstance(source_node_id, str): + sources[target_node_id].append(source_node_id) + elif isinstance(source_node_id, list): + sources[target_node_id].extend(source_node_id) + else: + edges.append((source_node_id, target_node_id)) + for (target_node_id, source_node_id) in sources.items(): + self.pregel.add_edge(source_node_id, target_node_id) + for (source_node_id, target_node_id) in edges: + self.pregel.add_edge(source_node_id, target_node_id) + + +class CompiledGraph(ExecutableGraph): + def __init__(self, compiledStateGraph: CompiledGraph): + self._compiledStateGraph = compiledStateGraph + + def invoke(self, inputs: Input, context: Context) -> Output: + return self._compiledStateGraph.invoke({'context': context}) + + def stream(self, inputs: Input, context: Context) -> Iterator[Output]: + return self._compiledStateGraph.stream({'context': context}) + + async def ainvoke(self, inputs: Input, context: Context) -> Output: + return self._compiledStateGraph.ainvoke({'context': context}) + + async def astream(self, inputs: Input, context: Context) -> AsyncIterator[Output]: + return self._compiledStateGraph.astream({'context': context}) diff --git a/jiuwen/prebuilt_components/__init__.py b/jiuwen/prebuilt_components/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/protocols/a2a/__init__.py b/jiuwen/protocols/a2a/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/protocols/ag_ui/__init__.py b/jiuwen/protocols/ag_ui/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/protocols/mcp/__init__.py b/jiuwen/protocols/mcp/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/jiuwen/tools/__init__.py b/jiuwen/tools/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000000000000000000000000000000000000..9bc920fdf0f19380c424e8a81966e7b472335b2c --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,32 @@ +[project] +name = "jiuwen-opensource" +version = "0.1.0" +description = "Add your description here" +readme = "README.md" +requires-python = ">=3.11" +dependencies = [ + "aiohttp==3.11.10", + "langgraph==0.2.35", + "mcp==1.7.1", + "pydantic==2.10.6", +] + +[tool.uv] +default-groups = ['dev'] + +[[tool.uv.index]] +name = "aliyun" +url = "https://mirrors.aliyun.com/pypi/simple/" + +[dependency-groups] +dev = [ + "autodoc-pydantic==2.2.0", + "coverage==7.7.1", + "pytest==8.3.5", + "pytest-asyncio>=1.0.0", + "pytest-mock==3.14.0", + "ruff==0.11.2", +] + +[tool.coverage.run] +omit = ["tests/*"] \ No newline at end of file diff --git a/scripts/README.md b/scripts/README.md new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/tests/README.md b/tests/README.md new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/tests/__init__.py b/tests/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/tests/tracer/test.py b/tests/tracer/test.py new file mode 100644 index 0000000000000000000000000000000000000000..2cd2b09e40dc447821992377ceeea076c25e6023 --- /dev/null +++ b/tests/tracer/test.py @@ -0,0 +1,33 @@ +import asyncio +import uuid + +from jiuwen.core.runtime.callback_manager import CallbackManager +from jiuwen.core.stream.manager import StreamWriterManager +from jiuwen.core.tracer.handler import TraceAgentHandler, TraceWorkflowHandler +from jiuwen.core.tracer.span import SpanManager + +def generate_tracer_id(): + """ + Generate tracer_id, which is also the execution_id. + """ + return str(uuid.uuid4()) + +async def main(): + trace_id = generate_tracer_id() + callback_manager = CallbackManager() + stream_writer_manager = StreamWriterManager() + trace_agent_span_manager = SpanManager(trace_id) + trace_workflow_span_manager = SpanManager(trace_id) + trace_agent_handler = TraceAgentHandler(callback_manager, stream_writer_manager, trace_agent_span_manager) + trace_workflow_handler = TraceWorkflowHandler(callback_manager, stream_writer_manager, trace_workflow_span_manager) + callback_manager.register_handler({"tracer_agent": trace_agent_handler}) + callback_manager.register_handler({"tracer_workflow": trace_workflow_handler}) + tracer_agent_span = trace_agent_span_manager.create_agent_span() + tracer_workflow_span = trace_workflow_span_manager.create_workflow_span() + callback_manager.trigger("tracer_agent", "on_chain_start", span=tracer_agent_span, inputs={}, + instance_info={"class_name": "testagentnode"}) + callback_manager.trigger("tracer_workflow", "on_pre_invoke", span=tracer_workflow_span, inputs={}, + component_metadata={"component_type": "testworkflownode"}) + +if __name__ == '__main__': + asyncio.run(main()) \ No newline at end of file diff --git a/tests/unit_tests/stream/test_stream_output.py b/tests/unit_tests/stream/test_stream_output.py new file mode 100644 index 0000000000000000000000000000000000000000..a0a6e7987cfbdc0edd9af9a251ad34ccc4290ebc --- /dev/null +++ b/tests/unit_tests/stream/test_stream_output.py @@ -0,0 +1,166 @@ +import asyncio +import unittest +from typing import AsyncIterator, Any, Type + +from pydantic import BaseModel + +from jiuwen.core.stream.base import StreamMode +from jiuwen.core.stream.emitter import StreamEmitter +from jiuwen.core.stream.manager import StreamWriterManager +from jiuwen.core.stream.writer import StreamWriter + + +class TestStreamOutput(unittest.IsolatedAsyncioTestCase): + + async def asyncSetUp(self): + self.emitter = StreamEmitter() + self.manager = StreamWriterManager(self.emitter) + + async def asyncTearDown(self): + pass + + async def test_stream_output_with_custom_writer(self): + + async def mock_stream_output() -> AsyncIterator: + mock_data = [{ + "name": "Alice", + "age": 30 + }, { + "name": "Bob", + "age": 25 + }, { + "name": "Charlie", + "age": 35 + }] + for data in mock_data: + print(f"Send data: {data}") + yield data + + async def write_data(): + async for mock_data in mock_stream_output(): + custom_writer = self.manager.get_custom_writer() + await custom_writer.write(mock_data) + await self.emitter.close() + + async def read_data(): + async for data in self.manager.stream_output(): + print(f"Received data: {data}") + + await asyncio.gather(write_data(), read_data()) + + async def test_stream_output_with_output_writer(self): + + async def mock_stream_output() -> AsyncIterator: + mock_data = [ + { + "type": "nodeA", + "index": 1, + "payload": "nodeA_stream" + }, + { + "type": "nodeB", + "index": 1, + "payload": "nodeB_stream" + }, + { + "type": "nodeC", + "index": 1, + "payload": "nodeC_stream" + }, + ] + for data in mock_data: + print(f"Send data: {data}") + yield data + + async def write_data(): + async for mock_data in mock_stream_output(): + output_writer = self.manager.get_output_writer() + await output_writer.write(mock_data) + await self.emitter.close() + + async def read_data(): + async for data in self.manager.stream_output(): + print(f"Received data: {data}") + + await asyncio.gather(write_data(), read_data()) + + async def test_stream_output_with_trace_writer(self): + + async def mock_stream_output() -> AsyncIterator: + mock_data = [ + { + "type": "on_chain_start", + "payload": "nodeA_start" + }, + { + "type": "on_chain_end", + "payload": "nodeA_end" + }, + { + "type": "on_chain_error", + "payload": "nodeA_error" + }, + ] + for data in mock_data: + print(f"Send data: {data}") + yield data + + async def write_data(): + async for mock_data in mock_stream_output(): + trace_writer = self.manager.get_trace_writer() + await trace_writer.write(mock_data) + await self.emitter.close() + + async def read_data(): + async for data in self.manager.stream_output(): + print(f"Received data: {data}") + + await asyncio.gather(write_data(), read_data()) + + async def test_stream_output_with_mock_writer(self): + + class MockSchema(BaseModel): + data: str + + class MockStreamWriter(StreamWriter[dict, MockSchema]): + + def __init__( + self, + stream_emitter: StreamEmitter, + schema_type: Type[MockSchema] = MockSchema, + ): + super().__init__(stream_emitter, schema_type) + + class MockStreamMode(StreamMode): + MOCK = ("mock", "mock stream data") + + self.manager.add_writer(MockStreamMode.MOCK, + MockStreamWriter(self.manager.stream_emitter)) + + async def mock_stream_output() -> AsyncIterator: + mock_data = [ + { + "data": "nodeA_stream" + }, + { + "data": "nodeB_stream" + }, + { + "data": "nodeC_stream" + }, + ] + for data in mock_data: + print(f"Send data: {data}") + yield data + + async def write_data(): + async for mock_data in mock_stream_output(): + trace_writer = self.manager.get_trace_writer() + await trace_writer.write(mock_data) + await self.emitter.close() + + async def read_data(): + 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