+
[](https://twitter.com/pyautogen)
@@ -10,7 +10,7 @@
# AutoGen
> [!IMPORTANT]
-> AutoGen 0.4 is a from-the-ground-up rewrite of AutoGen. Learn more about the history, goals and future at [this blog post](https://microsoft.github.io/autogen/blog). We’re excited to work with the community to gather feedback, refine, and improve the project before we officially release 0.4. This is a big change, so AutoGen 0.2 is still available, maintained, and developed in the [0.2 branch](https://github.com/microsoft/autogen/tree/0.2).
+> [AutoGen 0.4](https://microsoft.github.io/autogen/dev) is a from-the-ground-up rewrite of AutoGen. Learn more about the history, goals and future at [this blog post](https://microsoft.github.io/autogen/blog). We’re excited to work with the community to gather feedback, refine, and improve the project before we officially release 0.4. This is a big change, so AutoGen 0.2 is still available, maintained, and developed in the [0.2 branch](https://github.com/microsoft/autogen/tree/0.2).
AutoGen is an open-source framework for building AI agent systems.
It simplifies the creation of event-driven, distributed, scalable, and resilient agentic applications.
@@ -47,14 +47,14 @@ AutoGen offers the following key features:
AutoGen has several packages and is built upon a layered architecture.
Currently, there are three main APIs your application can target:
-- [Core](https://microsoft.github.io/autogen/dev/core-user-guide/index.html)
-- [AgentChat](https://microsoft.github.io/autogen/dev/agentchat-user-guide/index.html)
+- [Core](https://microsoft.github.io/autogen/dev/user-guide/core-user-guide/index.html)
+- [AgentChat](https://microsoft.github.io/autogen/dev/user-guide/agentchat-user-guide/index.html)
- [Extensions](https://microsoft.github.io/autogen/dev/reference/python/autogen_ext/autogen_ext.html)
## Core
- [Installation](https://microsoft.github.io/autogen/dev/packages/index.html#pkg-info-autogen-core)
-- [Quickstart](https://microsoft.github.io/autogen/dev/core-user-guide/guides/quickstart.html)
+- [Quickstart](https://microsoft.github.io/autogen/dev/user-guide/core-user-guide/quickstart.html)
The core API of AutoGen, `autogen-core`, is built following the
[actor model](https://en.wikipedia.org/wiki/Actor_model).
@@ -68,7 +68,7 @@ while still communicating with one another.
## AgentChat
- [Installation](https://microsoft.github.io/autogen/dev/packages/index.html#pkg-info-autogen-agentchat)
-- [Quickstart](https://microsoft.github.io/autogen/dev/agentchat-user-guide/guides/quickstart.html)
+- [Quickstart](https://microsoft.github.io/autogen/dev/user-guide/agentchat-user-guide/quickstart.html)
The AgentChat API, `autogen-agentchat`, is task driven and at a high level like AutoGen 0.2.
It allows you to define conversational agents, compose them into teams and then
@@ -106,21 +106,32 @@ The following code uses code execution, you need to have [Docker installed](http
and running on your machine.
```python
+import asyncio
+import logging
+from autogen_agentchat import EVENT_LOGGER_NAME
from autogen_agentchat.agents import CodeExecutorAgent, CodingAssistantAgent
+from autogen_agentchat.logging import ConsoleLogHandler
from autogen_agentchat.teams import RoundRobinGroupChat, StopMessageTermination
-from autogen_core.components.code_executor import DockerCommandLineCodeExecutor
+from autogen_ext.code_executor.docker_executor import DockerCommandLineCodeExecutor
from autogen_core.components.models import OpenAIChatCompletionClient
-async with DockerCommandLineCodeExecutor(work_dir="coding") as code_executor:
- code_executor_agent = CodeExecutorAgent("code_executor", code_executor=code_executor)
- coding_assistant_agent = CodingAssistantAgent(
- "coding_assistant", model_client=OpenAIChatCompletionClient(model="gpt-4o")
- )
- group_chat = RoundRobinGroupChat([coding_assistant_agent, code_executor_agent])
- result = await group_chat.run(
- task="Create a plot of NVDIA and TSLA stock returns YTD from 2024-01-01 and save it to 'nvidia_tesla_2024_ytd.png'.",
- termination_condition=StopMessageTermination(),
- )
+logger = logging.getLogger(EVENT_LOGGER_NAME)
+logger.addHandler(ConsoleLogHandler())
+logger.setLevel(logging.INFO)
+
+async def main() -> None:
+ async with DockerCommandLineCodeExecutor(work_dir="coding") as code_executor:
+ code_executor_agent = CodeExecutorAgent("code_executor", code_executor=code_executor)
+ coding_assistant_agent = CodingAssistantAgent(
+ "coding_assistant", model_client=OpenAIChatCompletionClient(model="gpt-4o", api_key="YOUR_API_KEY")
+ )
+ group_chat = RoundRobinGroupChat([coding_assistant_agent, code_executor_agent])
+ result = await group_chat.run(
+ task="Create a plot of NVDIA and TSLA stock returns YTD from 2024-01-01 and save it to 'nvidia_tesla_2024_ytd.png'.",
+ termination_condition=StopMessageTermination(),
+ )
+
+asyncio.run(main())
```
### C#
diff --git a/dotnet/samples/Hello/Program.cs b/dotnet/samples/Hello/Program.cs
index ef55511d044f..26df86295eba 100644
--- a/dotnet/samples/Hello/Program.cs
+++ b/dotnet/samples/Hello/Program.cs
@@ -47,7 +47,6 @@ public async Task Handle(ConversationClosed item)
Message = goodbye
}.ToCloudEvent(this.AgentId.Key);
await PublishEvent(evt).ConfigureAwait(false);
- await Task.Delay(60000);
await App.ShutdownAsync();
}
public async TaskEcosystem +:link: https://github.com/topics/autogen +:class-item: api-card +:columns: 12 + +Find samples, services and other things that work with AutoGen + +::: + +:::{grid-item-card} {fas}`puzzle-piece;pst-color-primary`
Community Extensions +:link: https://github.com/topics/autogen-extension +:class-item: api-card + +Find AutoGen extensions for 3rd party tools, components and services + +::: + +:::{grid-item-card} {fas}`vial;pst-color-primary`
Community Samples +:link: https://github.com/topics/autogen-samples +:class-item: api-card + +Find community samples and examples of how to use AutoGen + +::: + +:::: + +## Built-in extenions + +Read docs for built in extensions: + +```{note} +WIP +``` + + + + +## Creating your own community extension + +With the new package structure in 0.4, it is easier than ever to create and publish your own extension to the AutoGen ecosystem. This page details some best practices so that your extension package integrates well with the AutoGen ecosystem. + +### Best practices + +#### Naming + +There is no requirement about naming. But prefixing the package name with `autogen-` makes it easier to find. + +#### Common interfaces + +Whenever possible, extensions should implement the provided interfaces from the `autogen_core` package. This will allow for a more consistent experience for users. + +##### Dependency on AutoGen + +To ensure that the extension works with the version of AutoGen that it was designed for, it is recommended to specify the version of AutoGen the dependency section of the `pyproject.toml` with adequate constraints. + +```toml +[project] +# ... +dependencies = [ + "autogen-core>=0.4,<0.5" +] +``` + +#### Usage of typing + +AutoGen embraces the use of type hints to provide a better development experience. Extensions should use type hints whenever possible. + +### Discovery + +To make it easier for users to find your extension, sample, service or package, you can [add the topic](https://docs.github.com/en/repositories/managing-your-repositorys-settings-and-features/customizing-your-repository/classifying-your-repository-with-topics) `autogen` to the GitHub repo. + +More specific topics are also available: + +- `autogen-extension` for extensions +- `autogen-sample` for samples + +### Changes from 0.2 + +In AutoGen 0.2 it was common to merge 3rd party extensions and examples into the main repo. We are super appreciative of all of the users who have contributed to the ecosystem notebooks, modules and pages in 0.2. However, in general we are moving away from this model to allow for more flexibility and to reduce maintenance burden. + +There is the `autogen-ext` package for 1st party supported extensions, but we want to be selective to manage maintenance load. If you would like to see if your extension makes sense to add into `autogen-ext`, please open an issue and let's discuss. Otherwise, we encourage you to publish your extension as a separate package and follow the guidance under [discovery](#discovery) to make it easy for users to find. diff --git a/python/packages/autogen-core/docs/src/user-guide/index.md b/python/packages/autogen-core/docs/src/user-guide/index.md index 9e317d1e1899..347c4fe18592 100644 --- a/python/packages/autogen-core/docs/src/user-guide/index.md +++ b/python/packages/autogen-core/docs/src/user-guide/index.md @@ -6,6 +6,7 @@ agentchat-user-guide/index core-user-guide/index +extensions-user-guide/index ``` ::::{grid} 1 2 2 3 diff --git a/python/packages/autogen-core/pyproject.toml b/python/packages/autogen-core/pyproject.toml index 614842c85110..a83f3e4a01d5 100644 --- a/python/packages/autogen-core/pyproject.toml +++ b/python/packages/autogen-core/pyproject.toml @@ -23,7 +23,6 @@ dependencies = [ "grpcio~=1.62.0", "protobuf~=4.25.1", "tiktoken", - "docker~=7.0", "opentelemetry-api~=1.27.0", "asyncio_atexit" ] diff --git a/python/packages/autogen-core/samples/README.md b/python/packages/autogen-core/samples/README.md index 2b92d803f1bb..fafd29a7f47f 100644 --- a/python/packages/autogen-core/samples/README.md +++ b/python/packages/autogen-core/samples/README.md @@ -6,7 +6,7 @@ See [user guide](../docs/src/core-user-guide/guides/) and See [Running the examples](#running-the-examples) for instructions on how to run the examples. -- [`chest_game.py`](chess_game.py): an example with two chess player agents that executes its own tools to demonstrate tool use and reflection on tool use. +- [`chess_game.py`](chess_game.py): an example with two chess player agents that executes its own tools to demonstrate tool use and reflection on tool use. - [`slow_human_in_loop.py`](slow_human_in_loop.py): an example showing human-in-the-loop which waits for human input before making the tool call. ## Running the examples diff --git a/python/packages/autogen-core/samples/coding_pub_sub.py b/python/packages/autogen-core/samples/coding_pub_sub.py index f7ba249768de..68090d556a6f 100644 --- a/python/packages/autogen-core/samples/coding_pub_sub.py +++ b/python/packages/autogen-core/samples/coding_pub_sub.py @@ -20,7 +20,6 @@ from autogen_core.application import SingleThreadedAgentRuntime from autogen_core.base import MessageContext from autogen_core.components import DefaultSubscription, DefaultTopicId, FunctionCall, RoutedAgent, message_handler -from autogen_core.components.code_executor import DockerCommandLineCodeExecutor from autogen_core.components.models import ( AssistantMessage, ChatCompletionClient, @@ -31,6 +30,7 @@ UserMessage, ) from autogen_core.components.tools import PythonCodeExecutionTool, Tool +from autogen_ext.code_executor.docker_executor import DockerCommandLineCodeExecutor from common.utils import get_chat_completion_client_from_envs diff --git a/python/packages/autogen-core/src/autogen_core/application/_single_threaded_agent_runtime.py b/python/packages/autogen-core/src/autogen_core/application/_single_threaded_agent_runtime.py index 38066f1f526e..7feff6babf41 100644 --- a/python/packages/autogen-core/src/autogen_core/application/_single_threaded_agent_runtime.py +++ b/python/packages/autogen-core/src/autogen_core/application/_single_threaded_agent_runtime.py @@ -339,50 +339,50 @@ async def _process_send(self, message_envelope: SendMessageEnvelope) -> None: async def _process_publish(self, message_envelope: PublishMessageEnvelope) -> None: with self._tracer_helper.trace_block("publish", message_envelope.topic_id, parent=message_envelope.metadata): - responses: List[Awaitable[Any]] = [] - recipients = await self._subscription_manager.get_subscribed_recipients(message_envelope.topic_id) - for agent_id in recipients: - # Avoid sending the message back to the sender - if message_envelope.sender is not None and agent_id == message_envelope.sender: - continue - - sender_agent = ( - await self._get_agent(message_envelope.sender) if message_envelope.sender is not None else None - ) - sender_name = str(sender_agent.id) if sender_agent is not None else "Unknown" - logger.info( - f"Calling message handler for {agent_id.type} with message type {type(message_envelope.message).__name__} published by {sender_name}" - ) - # event_logger.info( - # MessageEvent( - # payload=message_envelope.message, - # sender=message_envelope.sender, - # receiver=agent, - # kind=MessageKind.PUBLISH, - # delivery_stage=DeliveryStage.DELIVER, - # ) - # ) - message_context = MessageContext( - sender=message_envelope.sender, - topic_id=message_envelope.topic_id, - is_rpc=False, - cancellation_token=message_envelope.cancellation_token, - ) - agent = await self._get_agent(agent_id) + try: + responses: List[Awaitable[Any]] = [] + recipients = await self._subscription_manager.get_subscribed_recipients(message_envelope.topic_id) + for agent_id in recipients: + # Avoid sending the message back to the sender + if message_envelope.sender is not None and agent_id == message_envelope.sender: + continue + + sender_agent = ( + await self._get_agent(message_envelope.sender) if message_envelope.sender is not None else None + ) + sender_name = str(sender_agent.id) if sender_agent is not None else "Unknown" + logger.info( + f"Calling message handler for {agent_id.type} with message type {type(message_envelope.message).__name__} published by {sender_name}" + ) + # event_logger.info( + # MessageEvent( + # payload=message_envelope.message, + # sender=message_envelope.sender, + # receiver=agent, + # kind=MessageKind.PUBLISH, + # delivery_stage=DeliveryStage.DELIVER, + # ) + # ) + message_context = MessageContext( + sender=message_envelope.sender, + topic_id=message_envelope.topic_id, + is_rpc=False, + cancellation_token=message_envelope.cancellation_token, + ) + agent = await self._get_agent(agent_id) - async def _on_message(agent: Agent, message_context: MessageContext) -> Any: - with self._tracer_helper.trace_block("process", agent.id, parent=None): - with MessageHandlerContext.populate_context(agent.id): - return await agent.on_message( - message_envelope.message, - ctx=message_context, - ) + async def _on_message(agent: Agent, message_context: MessageContext) -> Any: + with self._tracer_helper.trace_block("process", agent.id, parent=None): + with MessageHandlerContext.populate_context(agent.id): + return await agent.on_message( + message_envelope.message, + ctx=message_context, + ) - future = _on_message(agent, message_context) - responses.append(future) + future = _on_message(agent, message_context) + responses.append(future) - try: - _all_responses = await asyncio.gather(*responses) + await asyncio.gather(*responses) except BaseException as e: # Ignore cancelled errors from logs if isinstance(e, CancelledError): diff --git a/python/packages/autogen-core/src/autogen_core/components/code_executor/__init__.py b/python/packages/autogen-core/src/autogen_core/components/code_executor/__init__.py index c75bb080d612..c09ee8b799f9 100644 --- a/python/packages/autogen-core/src/autogen_core/components/code_executor/__init__.py +++ b/python/packages/autogen-core/src/autogen_core/components/code_executor/__init__.py @@ -10,9 +10,8 @@ with_requirements, ) from ._impl.command_line_code_result import CommandLineCodeResult -from ._impl.docker_command_line_code_executor import DockerCommandLineCodeExecutor from ._impl.local_commandline_code_executor import LocalCommandLineCodeExecutor -from ._impl.utils import get_required_packages, lang_to_cmd +from ._impl.utils import get_file_name_from_content, get_required_packages, lang_to_cmd, silence_pip from ._utils import extract_markdown_code_blocks __all__ = [ @@ -31,7 +30,8 @@ "extract_markdown_code_blocks", "get_required_packages", "build_python_functions_file", - "DockerCommandLineCodeExecutor", "get_required_packages", "lang_to_cmd", + "get_file_name_from_content", + "silence_pip", ] diff --git a/python/packages/autogen-core/tests/execution/test_commandline_code_executor.py b/python/packages/autogen-core/tests/execution/test_commandline_code_executor.py index 16582ff5ed27..bb3ff2830958 100644 --- a/python/packages/autogen-core/tests/execution/test_commandline_code_executor.py +++ b/python/packages/autogen-core/tests/execution/test_commandline_code_executor.py @@ -2,7 +2,6 @@ # Credit to original authors import asyncio -import os import sys import tempfile from pathlib import Path @@ -12,48 +11,22 @@ import pytest_asyncio from aiofiles import open from autogen_core.base import CancellationToken -from autogen_core.components.code_executor import CodeBlock, DockerCommandLineCodeExecutor, LocalCommandLineCodeExecutor - - -def docker_tests_enabled() -> bool: - if os.environ.get("SKIP_DOCKER", "unset").lower() == "true": - return False - - try: - import docker - from docker.errors import DockerException - except ImportError: - return False - - try: - client = docker.from_env() - client.ping() # type: ignore - return True - except DockerException: - return False +from autogen_core.components.code_executor import CodeBlock, LocalCommandLineCodeExecutor @pytest_asyncio.fixture(scope="function") # type: ignore async def executor_and_temp_dir( request: pytest.FixtureRequest, -) -> AsyncGenerator[tuple[LocalCommandLineCodeExecutor | DockerCommandLineCodeExecutor, str], None]: - if request.param == "local": - with tempfile.TemporaryDirectory() as temp_dir: - yield LocalCommandLineCodeExecutor(work_dir=temp_dir), temp_dir - elif request.param == "docker": - if not docker_tests_enabled(): - pytest.skip("Docker tests are disabled") - - with tempfile.TemporaryDirectory() as temp_dir: - async with DockerCommandLineCodeExecutor(work_dir=temp_dir) as executor: - yield executor, temp_dir +) -> AsyncGenerator[tuple[LocalCommandLineCodeExecutor, str], None]: + with tempfile.TemporaryDirectory() as temp_dir: + yield LocalCommandLineCodeExecutor(work_dir=temp_dir), temp_dir -ExecutorFixture: TypeAlias = tuple[LocalCommandLineCodeExecutor | DockerCommandLineCodeExecutor, str] +ExecutorFixture: TypeAlias = tuple[LocalCommandLineCodeExecutor, str] @pytest.mark.asyncio -@pytest.mark.parametrize("executor_and_temp_dir", ["local", "docker"], indirect=True) +@pytest.mark.parametrize("executor_and_temp_dir", ["local"], indirect=True) async def test_execute_code(executor_and_temp_dir: ExecutorFixture) -> None: executor, _temp_dir = executor_and_temp_dir cancellation_token = CancellationToken() @@ -101,7 +74,7 @@ async def test_execute_code(executor_and_temp_dir: ExecutorFixture) -> None: @pytest.mark.asyncio -@pytest.mark.parametrize("executor_and_temp_dir", ["local", "docker"], indirect=True) +@pytest.mark.parametrize("executor_and_temp_dir", ["local"], indirect=True) async def test_commandline_code_executor_timeout(executor_and_temp_dir: ExecutorFixture) -> None: executor, temp_dir = executor_and_temp_dir cancellation_token = CancellationToken() @@ -111,7 +84,6 @@ async def test_commandline_code_executor_timeout(executor_and_temp_dir: Executor assert code_result.exit_code and "Timeout" in code_result.output -# TODO: add docker when cancellation is supported @pytest.mark.asyncio async def test_commandline_code_executor_cancellation() -> None: with tempfile.TemporaryDirectory() as temp_dir: @@ -136,7 +108,7 @@ async def test_local_commandline_code_executor_restart() -> None: @pytest.mark.asyncio -@pytest.mark.parametrize("executor_and_temp_dir", ["local", "docker"], indirect=True) +@pytest.mark.parametrize("executor_and_temp_dir", ["local"], indirect=True) async def test_invalid_relative_path(executor_and_temp_dir: ExecutorFixture) -> None: executor, _temp_dir = executor_and_temp_dir cancellation_token = CancellationToken() @@ -151,7 +123,7 @@ async def test_invalid_relative_path(executor_and_temp_dir: ExecutorFixture) -> @pytest.mark.asyncio -@pytest.mark.parametrize("executor_and_temp_dir", ["local", "docker"], indirect=True) +@pytest.mark.parametrize("executor_and_temp_dir", ["local"], indirect=True) async def test_valid_relative_path(executor_and_temp_dir: ExecutorFixture) -> None: executor, temp_dir_str = executor_and_temp_dir @@ -171,24 +143,3 @@ async def test_valid_relative_path(executor_and_temp_dir: ExecutorFixture) -> No assert "test.py" in result.code_file assert (temp_dir / Path("test.py")).resolve() == Path(result.code_file).resolve() assert (temp_dir / Path("test.py")).exists() - - -@pytest.mark.asyncio -async def test_docker_commandline_code_executor_start_stop() -> None: - if not docker_tests_enabled(): - pytest.skip("Docker tests are disabled") - - with tempfile.TemporaryDirectory() as temp_dir: - executor = DockerCommandLineCodeExecutor(work_dir=temp_dir) - await executor.start() - await executor.stop() - - -@pytest.mark.asyncio -async def test_docker_commandline_code_executor_start_stop_context_manager() -> None: - if not docker_tests_enabled(): - pytest.skip("Docker tests are disabled") - - with tempfile.TemporaryDirectory() as temp_dir: - async with DockerCommandLineCodeExecutor(work_dir=temp_dir) as _exec: - pass diff --git a/python/packages/autogen-core/tests/test_runtime.py b/python/packages/autogen-core/tests/test_runtime.py index d1a1a3299053..0f56e42a7e00 100644 --- a/python/packages/autogen-core/tests/test_runtime.py +++ b/python/packages/autogen-core/tests/test_runtime.py @@ -1,4 +1,5 @@ import asyncio +import logging import pytest from autogen_core.application import SingleThreadedAgentRuntime @@ -91,6 +92,26 @@ async def test_register_receives_publish(tracer_provider: TracerProvider) -> Non ] +@pytest.mark.asyncio +async def test_register_receives_publish_with_exception(caplog: pytest.LogCaptureFixture) -> None: + runtime = SingleThreadedAgentRuntime() + + runtime.add_message_serializer(try_get_known_serializers_for_type(MessageType)) + + async def agent_factory() -> LoopbackAgent: + raise ValueError("test") + + await runtime.register_factory(type=AgentType("name"), agent_factory=agent_factory, expected_class=LoopbackAgent) + await runtime.add_subscription(TypeSubscription("default", "name")) + + with caplog.at_level(logging.ERROR): + runtime.start() + await runtime.publish_message(MessageType(), topic_id=TopicId("default", "default")) + await runtime.stop_when_idle() + # Check if logger has the exception. + assert any("Error processing publish message" in e.message for e in caplog.records) + + @pytest.mark.asyncio async def test_register_receives_publish_cascade() -> None: num_agents = 5 diff --git a/python/packages/autogen-ext/pyproject.toml b/python/packages/autogen-ext/pyproject.toml index ee6bcc5e3af6..a290a03eee10 100644 --- a/python/packages/autogen-ext/pyproject.toml +++ b/python/packages/autogen-ext/pyproject.toml @@ -22,6 +22,7 @@ dependencies = [ [project.optional-dependencies] langchain-tools = ["langchain >= 0.3.1"] azure-code-executor = ["azure-core"] +docker-code-executor = ["docker~=7.0"] [tool.hatch.build.targets.wheel] packages = ["src/autogen_ext"] @@ -47,3 +48,8 @@ include = "../../shared_tasks.toml" [tool.poe.tasks] test = "pytest -n auto" + +[tool.mypy] +[[tool.mypy.overrides]] +module = "docker.*" +ignore_missing_imports = true \ No newline at end of file diff --git a/python/packages/autogen-ext/src/autogen_ext/code_executor/docker_executor/__init__.py b/python/packages/autogen-ext/src/autogen_ext/code_executor/docker_executor/__init__.py new file mode 100644 index 000000000000..23c859ffe63b --- /dev/null +++ b/python/packages/autogen-ext/src/autogen_ext/code_executor/docker_executor/__init__.py @@ -0,0 +1,3 @@ +from ._impl import DockerCommandLineCodeExecutor + +__all__ = ["DockerCommandLineCodeExecutor"] diff --git a/python/packages/autogen-core/src/autogen_core/components/code_executor/_impl/docker_command_line_code_executor.py b/python/packages/autogen-ext/src/autogen_ext/code_executor/docker_executor/_impl.py similarity index 96% rename from python/packages/autogen-core/src/autogen_core/components/code_executor/_impl/docker_command_line_code_executor.py rename to python/packages/autogen-ext/src/autogen_ext/code_executor/docker_executor/_impl.py index 346d7c070aaf..7b3a194e6f6a 100644 --- a/python/packages/autogen-core/src/autogen_core/components/code_executor/_impl/docker_command_line_code_executor.py +++ b/python/packages/autogen-ext/src/autogen_ext/code_executor/docker_executor/_impl.py @@ -18,16 +18,19 @@ import docker import docker.models import docker.models.containers -from docker.errors import ImageNotFound, NotFound - -from ....base._cancellation_token import CancellationToken -from ....components.code_executor._base import CodeBlock, CodeExecutor -from ....components.code_executor._func_with_reqs import FunctionWithRequirements, FunctionWithRequirementsStr -from ....components.code_executor._impl.command_line_code_result import CommandLineCodeResult -from .._func_with_reqs import ( +from autogen_core.base import CancellationToken +from autogen_core.components.code_executor import ( + CodeBlock, + CodeExecutor, + CommandLineCodeResult, + FunctionWithRequirements, + FunctionWithRequirementsStr, build_python_functions_file, + get_file_name_from_content, + lang_to_cmd, + silence_pip, ) -from .utils import get_file_name_from_content, lang_to_cmd, silence_pip +from docker.errors import ImageNotFound, NotFound if sys.version_info >= (3, 11): from typing import Self diff --git a/python/packages/autogen-ext/tests/code_executors/test_docker_commandline_code_executor.py b/python/packages/autogen-ext/tests/code_executors/test_docker_commandline_code_executor.py new file mode 100644 index 000000000000..641e5e703316 --- /dev/null +++ b/python/packages/autogen-ext/tests/code_executors/test_docker_commandline_code_executor.py @@ -0,0 +1,166 @@ +# mypy: disable-error-code="no-any-unimported" +import os +import sys +import tempfile +from pathlib import Path +from typing import AsyncGenerator, TypeAlias + +import pytest +import pytest_asyncio +from aiofiles import open +from autogen_core.base import CancellationToken +from autogen_core.components.code_executor import CodeBlock +from autogen_ext.code_executor.docker_executor import DockerCommandLineCodeExecutor + + +def docker_tests_enabled() -> bool: + if os.environ.get("SKIP_DOCKER", "unset").lower() == "true": + return False + + try: + import docker + from docker.errors import DockerException + except ImportError: + return False + + try: + client = docker.from_env() + client.ping() # type: ignore + return True + except DockerException: + return False + + +@pytest_asyncio.fixture(scope="function") # type: ignore +async def executor_and_temp_dir( + request: pytest.FixtureRequest, +) -> AsyncGenerator[tuple[DockerCommandLineCodeExecutor, str], None]: + if not docker_tests_enabled(): + pytest.skip("Docker tests are disabled") + + with tempfile.TemporaryDirectory() as temp_dir: + async with DockerCommandLineCodeExecutor(work_dir=temp_dir) as executor: + yield executor, temp_dir + + +ExecutorFixture: TypeAlias = tuple[DockerCommandLineCodeExecutor, str] + + +@pytest.mark.asyncio +@pytest.mark.parametrize("executor_and_temp_dir", ["docker"], indirect=True) +async def test_execute_code(executor_and_temp_dir: ExecutorFixture) -> None: + executor, _temp_dir = executor_and_temp_dir + cancellation_token = CancellationToken() + + # Test single code block. + code_blocks = [CodeBlock(code="import sys; print('hello world!')", language="python")] + code_result = await executor.execute_code_blocks(code_blocks, cancellation_token) + assert code_result.exit_code == 0 and "hello world!" in code_result.output and code_result.code_file is not None + + # Test multiple code blocks. + code_blocks = [ + CodeBlock(code="import sys; print('hello world!')", language="python"), + CodeBlock(code="a = 100 + 100; print(a)", language="python"), + ] + code_result = await executor.execute_code_blocks(code_blocks, cancellation_token) + assert ( + code_result.exit_code == 0 + and "hello world!" in code_result.output + and "200" in code_result.output + and code_result.code_file is not None + ) + + # Test bash script. + if sys.platform not in ["win32"]: + code_blocks = [CodeBlock(code="echo 'hello world!'", language="bash")] + code_result = await executor.execute_code_blocks(code_blocks, cancellation_token) + assert code_result.exit_code == 0 and "hello world!" in code_result.output and code_result.code_file is not None + + # Test running code. + file_lines = ["import sys", "print('hello world!')", "a = 100 + 100", "print(a)"] + code_blocks = [CodeBlock(code="\n".join(file_lines), language="python")] + code_result = await executor.execute_code_blocks(code_blocks, cancellation_token) + assert ( + code_result.exit_code == 0 + and "hello world!" in code_result.output + and "200" in code_result.output + and code_result.code_file is not None + ) + + # Check saved code file. + async with open(code_result.code_file) as f: + code_lines = await f.readlines() + for file_line, code_line in zip(file_lines, code_lines, strict=False): + assert file_line.strip() == code_line.strip() + + +@pytest.mark.asyncio +@pytest.mark.parametrize("executor_and_temp_dir", ["docker"], indirect=True) +async def test_commandline_code_executor_timeout(executor_and_temp_dir: ExecutorFixture) -> None: + _executor, temp_dir = executor_and_temp_dir + cancellation_token = CancellationToken() + code_blocks = [CodeBlock(code="import time; time.sleep(10); print('hello world!')", language="python")] + + async with DockerCommandLineCodeExecutor(timeout=1, work_dir=temp_dir) as executor: + code_result = await executor.execute_code_blocks(code_blocks, cancellation_token) + + assert code_result.exit_code and "Timeout" in code_result.output + + +@pytest.mark.asyncio +@pytest.mark.parametrize("executor_and_temp_dir", ["docker"], indirect=True) +async def test_invalid_relative_path(executor_and_temp_dir: ExecutorFixture) -> None: + executor, _temp_dir = executor_and_temp_dir + cancellation_token = CancellationToken() + code = """# filename: /tmp/test.py + +print("hello world") +""" + result = await executor.execute_code_blocks( + [CodeBlock(code=code, language="python")], cancellation_token=cancellation_token + ) + assert result.exit_code == 1 and "Filename is not in the workspace" in result.output + + +@pytest.mark.asyncio +@pytest.mark.parametrize("executor_and_temp_dir", ["docker"], indirect=True) +async def test_valid_relative_path(executor_and_temp_dir: ExecutorFixture) -> None: + executor, temp_dir_str = executor_and_temp_dir + + cancellation_token = CancellationToken() + temp_dir = Path(temp_dir_str) + + code = """# filename: test.py + +print("hello world") +""" + result = await executor.execute_code_blocks( + [CodeBlock(code=code, language="python")], cancellation_token=cancellation_token + ) + assert result.exit_code == 0 + assert "hello world" in result.output + assert result.code_file is not None + assert "test.py" in result.code_file + assert (temp_dir / Path("test.py")).resolve() == Path(result.code_file).resolve() + assert (temp_dir / Path("test.py")).exists() + + +@pytest.mark.asyncio +async def test_docker_commandline_code_executor_start_stop() -> None: + if not docker_tests_enabled(): + pytest.skip("Docker tests are disabled") + + with tempfile.TemporaryDirectory() as temp_dir: + executor = DockerCommandLineCodeExecutor(work_dir=temp_dir) + await executor.start() + await executor.stop() + + +@pytest.mark.asyncio +async def test_docker_commandline_code_executor_start_stop_context_manager() -> None: + if not docker_tests_enabled(): + pytest.skip("Docker tests are disabled") + + with tempfile.TemporaryDirectory() as temp_dir: + async with DockerCommandLineCodeExecutor(work_dir=temp_dir) as _exec: + pass diff --git a/python/packages/autogen-magentic-one/examples/example_coder.py b/python/packages/autogen-magentic-one/examples/example_coder.py index c7721a88f996..b1978a13d2eb 100644 --- a/python/packages/autogen-magentic-one/examples/example_coder.py +++ b/python/packages/autogen-magentic-one/examples/example_coder.py @@ -10,7 +10,8 @@ from autogen_core.application import SingleThreadedAgentRuntime from autogen_core.application.logging import EVENT_LOGGER_NAME from autogen_core.base import AgentId, AgentProxy -from autogen_core.components.code_executor import CodeBlock, DockerCommandLineCodeExecutor +from autogen_core.components.code_executor import CodeBlock +from autogen_ext.code_executor.docker_executor import DockerCommandLineCodeExecutor from autogen_magentic_one.agents.coder import Coder, Executor from autogen_magentic_one.agents.orchestrator import RoundRobinOrchestrator from autogen_magentic_one.agents.user_proxy import UserProxy diff --git a/python/packages/autogen-magentic-one/readme.md b/python/packages/autogen-magentic-one/readme.md index c50c4d9fd8b2..24301f30e4f4 100644 --- a/python/packages/autogen-magentic-one/readme.md +++ b/python/packages/autogen-magentic-one/readme.md @@ -168,21 +168,19 @@ In addition, developers can also handle and process logs generated from the Auto You can install the Magentic-One package using pip and then run the example code to see how the agents work together to accomplish a task. - 1. Clone the code. + ```bash -# clone autogen_core -cd python/teams/autogen-magentic-one +git clone -b staging https://github.com/microsoft/autogen.git +cd autogen/python/packages/autogen-magentic-one pip install -e . ``` 2. Configure the environment variables for the chat completion client. See instructions below. - - -2. Now you can run the example code to see how the agents work together to accomplish a task. +3. Now you can run the example code to see how the agents work together to accomplish a task. ```bash -python examples/example.py +python examples/example_websurfer.py ``` @@ -230,4 +228,4 @@ Some functionalities, such as using web-search requires an API key for Bing. You can set it using: ```bash export BING_API_KEY=xxxxxxx -``` +``` \ No newline at end of file diff --git a/python/packages/autogen-magentic-one/tests/browser_utils/test_bing_markdown_search.py b/python/packages/autogen-magentic-one/tests/browser_utils/test_bing_markdown_search.py index 8b62ea9607ba..3e17b0c739ae 100644 --- a/python/packages/autogen-magentic-one/tests/browser_utils/test_bing_markdown_search.py +++ b/python/packages/autogen-magentic-one/tests/browser_utils/test_bing_markdown_search.py @@ -17,17 +17,6 @@ BING_EXPECTED_RESULT = "https://en.wikipedia.org/wiki/Microsoft" -@pytest.mark.skipif( - skip_all, - reason="do not run if dependency is not installed", -) -def test_bing_markdown_search() -> None: - search_engine = BingMarkdownSearch() - results = search_engine.search(BING_QUERY) - assert BING_STRING in results - assert BING_EXPECTED_RESULT in results - - @pytest.mark.skipif( skip_api, reason="skipping tests that require a Bing API key", @@ -41,5 +30,4 @@ def test_bing_markdown_search_api() -> None: if __name__ == "__main__": """Runs this file's tests from the command line.""" - test_bing_markdown_search() test_bing_markdown_search_api() diff --git a/python/packages/autogen-magentic-one/tests/browser_utils/test_requests_markdown_browser.py b/python/packages/autogen-magentic-one/tests/browser_utils/test_requests_markdown_browser.py index 347d085bce49..4293f4cd23b2 100644 --- a/python/packages/autogen-magentic-one/tests/browser_utils/test_requests_markdown_browser.py +++ b/python/packages/autogen-magentic-one/tests/browser_utils/test_requests_markdown_browser.py @@ -10,7 +10,7 @@ import requests from autogen_magentic_one.markdown_browser import BingMarkdownSearch, RequestsMarkdownBrowser -BLOG_POST_URL = "https://microsoft.github.io/autogen/blog/2023/04/21/LLM-tuning-math" +BLOG_POST_URL = "https://microsoft.github.io/autogen/0.2/blog/2023/04/21/LLM-tuning-math" BLOG_POST_TITLE = "Does Model and Inference Parameter Matter in LLM Applications? - A Case Study for MATH | AutoGen" BLOG_POST_STRING = "Large language models (LLMs) are powerful tools that can generate natural language texts for various applications, such as chatbots, summarization, translation, and more. GPT-4 is currently the state of the art LLM in the world. Is model selection irrelevant? What about inference parameters?" BLOG_POST_FIND_ON_PAGE_QUERY = "an example where high * complex" diff --git a/python/pyproject.toml b/python/pyproject.toml index c24bffd1bd5d..e99f1dc38d8f 100644 --- a/python/pyproject.toml +++ b/python/pyproject.toml @@ -19,6 +19,7 @@ dev-dependencies = [ "mypy-protobuf", "cookiecutter", "poethepoet", + "tomli", ] [tool.uv.sources] diff --git a/python/run_task_in_pkgs_if_exist.py b/python/run_task_in_pkgs_if_exist.py index 1c0610209a1a..2642194c675e 100644 --- a/python/run_task_in_pkgs_if_exist.py +++ b/python/run_task_in_pkgs_if_exist.py @@ -3,14 +3,14 @@ from pathlib import Path from typing import List -import tomllib +import tomli from poethepoet.app import PoeThePoet from rich import print def discover_projects(workspace_pyproject_file: Path) -> List[Path]: with workspace_pyproject_file.open("rb") as f: - data = tomllib.load(f) + data = tomli.load(f) projects = data["tool"]["uv"]["workspace"]["members"] @@ -28,7 +28,7 @@ def discover_projects(workspace_pyproject_file: Path) -> List[Path]: def extract_poe_tasks(file: Path) -> set[str]: with file.open("rb") as f: - data = tomllib.load(f) + data = tomli.load(f) tasks = set(data.get("tool", {}).get("poe", {}).get("tasks", {}).keys()) diff --git a/python/uv.lock b/python/uv.lock index 7ab6238885bd..8b51d06e7e4a 100644 --- a/python/uv.lock +++ b/python/uv.lock @@ -45,6 +45,7 @@ requirements = [ { name = "pytest-xdist" }, { name = "rich" }, { name = "ruff", specifier = "==0.4.8" }, + { name = "tomli" }, { name = "typer" }, ] @@ -70,6 +71,7 @@ dependencies = [ { name = "huggingface-hub" }, { name = "openai" }, { name = "pandas" }, + { name = "scipy" }, { name = "tabulate" }, ] @@ -86,6 +88,7 @@ requires-dist = [ { name = "huggingface-hub" }, { name = "openai" }, { name = "pandas" }, + { name = "scipy" }, { name = "tabulate" }, ] @@ -173,21 +176,6 @@ wheels = [ { url = 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