diff --git a/.github/actions/setup-poetry-env/action.yml b/.github/actions/setup-poetry-env/action.yml index 1eebb125..0ea14f29 100644 --- a/.github/actions/setup-poetry-env/action.yml +++ b/.github/actions/setup-poetry-env/action.yml @@ -2,10 +2,10 @@ name: "setup-poetry-env" description: "Composite action to setup the Python and poetry environment." inputs: - python-version: - required: false - description: "The python version to use" - default: "3.11" + python-version: + required: false + description: "The python version to use" + default: "3.11" runs: using: "composite" @@ -29,5 +29,5 @@ runs: - name: Install dependencies if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true' - run: cd arcade && poetry install --no-interaction + run: cd arcade && poetry install --no-interaction --all-extras shell: bash diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 4e818480..0b82a7b6 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -29,7 +29,7 @@ jobs: runs-on: ubuntu-latest strategy: matrix: - python-version: ['3.10', '3.11', '3.12'] + python-version: ["3.10", "3.11", "3.12"] fail-fast: false steps: - name: Check out @@ -62,7 +62,6 @@ jobs: if: ${{ matrix.python-version == '3.10' }} with: token: ${{ secrets.CODECOV_TOKEN }} - # docs don't work yet. # check-docs: # runs-on: ubuntu-latest diff --git a/.gitignore b/.gitignore index 7911d48c..8644224d 100644 --- a/.gitignore +++ b/.gitignore @@ -112,7 +112,7 @@ ipython_config.py # 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.lock # pdm # Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control. diff --git a/arcade/arcade/actor/core/base.py b/arcade/arcade/actor/core/base.py index 0f18226d..1db985e2 100644 --- a/arcade/arcade/actor/core/base.py +++ b/arcade/arcade/actor/core/base.py @@ -1,39 +1,40 @@ import time -from abc import ABC, abstractmethod from datetime import datetime -from typing import Any, Callable +from typing import Any, Callable, ClassVar +from arcade.actor.core.common import Actor, Router +from arcade.actor.core.components import ( + ActorComponent, + CallToolComponent, + CatalogComponent, + HealthCheckComponent, +) from arcade.core.catalog import ToolCatalog, Toolkit from arcade.core.executor import ToolExecutor from arcade.core.schema import ( - InvokeToolError, - InvokeToolOutput, - InvokeToolRequest, - InvokeToolResponse, + ToolCallError, + ToolCallOutput, + ToolCallRequest, + ToolCallResponse, ToolContext, ToolDefinition, ) -class ActorComponent(ABC): - @abstractmethod - def register(self, router: Any) -> None: - """ - Register the component with the given router. - """ - pass +class BaseActor(Actor): + """ + A base actor class that provides a default implementation for registering tools and invoking them. + Actor implementations for specific web frameworks will inherit from this class. + """ - @abstractmethod - async def __call__(self, request: Any) -> Any: - """ - Handle the request. - """ - pass - - -class BaseActor: base_path = "/actor" # By default, prefix all our routes with /actor + default_components: ClassVar[tuple[type[ActorComponent], ...]] = ( + CatalogComponent, + CallToolComponent, + HealthCheckComponent, + ) + def __init__(self) -> None: """ Initialize the BaseActor with an empty ToolCatalog. @@ -58,9 +59,9 @@ class BaseActor: """ self.catalog.add_toolkit(toolkit) - async def invoke_tool(self, tool_request: InvokeToolRequest) -> InvokeToolResponse: + async def call_tool(self, tool_request: ToolCallRequest) -> ToolCallResponse: """ - Invoke a tool using the ToolExecutor. + Call (invoke) a tool using the ToolExecutor. """ tool_name = tool_request.tool.name tool = self.catalog.get_tool(tool_name) @@ -79,16 +80,15 @@ class BaseActor: context=tool_request.context or ToolContext(), **tool_request.inputs or {}, ) - if response.code == 200: - # TODO remove ignore - output = InvokeToolOutput(value=response.data.result) # type: ignore[union-attr] + if response.code == 200 and response.data is not None: + output = ToolCallOutput(value=response.data.result) else: - output = InvokeToolOutput(error=InvokeToolError(message=response.msg)) + output = ToolCallOutput(error=ToolCallError(message=response.msg)) end_time = time.time() # End time in seconds duration_ms = (end_time - start_time) * 1000 # Convert to milliseconds - return InvokeToolResponse( + return ToolCallResponse( invocation_id=tool_request.invocation_id, duration=duration_ms, finished_at=datetime.now().isoformat(), @@ -102,67 +102,9 @@ class BaseActor: """ return {"status": "ok", "tool_count": len(self.catalog.tools.keys())} - def register_routes(self, router: Any) -> None: + def register_routes(self, router: Router) -> None: """ Register the necessary routes to the application. """ - catalog_component = CatalogComponent(self) - invoke_tool_component = InvokeToolComponent(self) - health_check_component = HealthCheckComponent(self) - - catalog_component.register(router) - invoke_tool_component.register(router) - health_check_component.register(router) - - -class CatalogComponent(ActorComponent): - def __init__(self, actor: BaseActor) -> None: - self.actor = actor - - def register(self, router: Any) -> None: - """ - Register the catalog route with the router. - """ - router.add_route(f"{self.actor.base_path}/tools", self, methods=["GET"]) - - async def __call__(self, request: Any) -> list[ToolDefinition]: - """ - Handle the request to get the catalog. - """ - return self.actor.get_catalog() - - -class InvokeToolComponent(ActorComponent): - def __init__(self, actor: BaseActor) -> None: - self.actor = actor - - def register(self, router: Any) -> None: - """ - Register the invoke tool route with the router. - """ - router.add_route(f"{self.actor.base_path}/tools/invoke", self, methods=["POST"]) - - async def __call__(self, request: Any) -> InvokeToolResponse: - """ - Handle the request to invoke a tool. - """ - invoke_tool_request_data = await request.json() - invoke_tool_request = InvokeToolRequest.model_validate(invoke_tool_request_data) - return await self.actor.invoke_tool(invoke_tool_request) - - -class HealthCheckComponent(ActorComponent): - def __init__(self, actor: BaseActor) -> None: - self.actor = actor - - def register(self, router: Any) -> None: - """ - Register the health check route with the router. - """ - router.add_route(f"{self.actor.base_path}/health", self, methods=["GET"]) - - async def __call__(self, request: Any) -> dict[str, Any]: - """ - Handle the request for a health check. - """ - return self.actor.health_check() + for component_cls in self.default_components: + component_cls(self).register(router) diff --git a/arcade/arcade/actor/core/common.py b/arcade/arcade/actor/core/common.py new file mode 100644 index 00000000..a552c95d --- /dev/null +++ b/arcade/arcade/actor/core/common.py @@ -0,0 +1,72 @@ +from abc import ABC, abstractmethod +from typing import Any, Callable + +from pydantic import BaseModel + +from arcade.core.schema import ToolCallRequest, ToolCallResponse, ToolDefinition + + +class RequestData(BaseModel): + """ + The raw data for a request to an actor. + This is not intended to represent everything about an HTTP request, + but just the essential info a framework integration will need to extract from the request. + """ + + path: str + """The path of the request.""" + method: str + """The method of the request.""" + body_json: dict | None = None + """The deserialized body of the request (e.g. JSON)""" + + +class Router(ABC): + """ + A router is responsible for adding routes to the underlying framework hosting the actor. + """ + + @abstractmethod + def add_route(self, endpoint_path: str, handler: Callable, method: str) -> None: + """ + Add a route to the router. + """ + pass + + +class Actor(ABC): + """ + An Actor represents a collection of tools that is hosted inside a web framework + and can be called by an Engine. + """ + + @abstractmethod + def get_catalog(self) -> list[ToolDefinition]: + pass + + @abstractmethod + async def call_tool(self, request: ToolCallRequest) -> ToolCallResponse: + pass + + @abstractmethod + def health_check(self) -> dict[str, Any]: + pass + + +class ActorComponent(ABC): + def __init__(self, actor: Actor) -> None: + self.actor = actor + + @abstractmethod + def register(self, router: Router) -> None: + """ + Register the component with the given router. + """ + pass + + @abstractmethod + async def __call__(self, request: RequestData) -> Any: + """ + Handle the request. + """ + pass diff --git a/arcade/arcade/actor/core/components.py b/arcade/arcade/actor/core/components.py new file mode 100644 index 00000000..ba5520a0 --- /dev/null +++ b/arcade/arcade/actor/core/components.py @@ -0,0 +1,57 @@ +from typing import Any + +from arcade.actor.core.common import Actor, ActorComponent, RequestData, Router +from arcade.core.schema import ToolCallRequest, ToolCallResponse, ToolDefinition + + +class CatalogComponent(ActorComponent): + def __init__(self, actor: Actor) -> None: + self.actor = actor + + def register(self, router: Router) -> None: + """ + Register the catalog route with the router. + """ + router.add_route("tools", self, method="GET") + + async def __call__(self, request: RequestData) -> list[ToolDefinition]: + """ + Handle the request to get the catalog. + """ + return self.actor.get_catalog() + + +class CallToolComponent(ActorComponent): + def __init__(self, actor: Actor) -> None: + self.actor = actor + + def register(self, router: Router) -> None: + """ + Register the call tool route with the router. + """ + router.add_route("tools/invoke", self, method="POST") + + async def __call__(self, request: RequestData) -> ToolCallResponse: + """ + Handle the request to call (invoke) a tool. + """ + call_tool_request_data = request.body_json + call_tool_request = ToolCallRequest.model_validate(call_tool_request_data) + return await self.actor.call_tool(call_tool_request) + + +class HealthCheckComponent(ActorComponent): + def __init__(self, actor: Actor) -> None: + self.actor = actor + + def register(self, router: Router) -> None: + """ + Register the health check route with the router. + """ + router.add_route("health", self, method="GET") + + async def __call__(self, request: RequestData) -> dict[str, Any]: + """ + Handle the request for a health check. + """ + return self.actor.health_check() diff --git a/arcade/arcade/actor/fastapi/actor.py b/arcade/arcade/actor/fastapi/actor.py index f9b0fced..0fc30595 100644 --- a/arcade/arcade/actor/fastapi/actor.py +++ b/arcade/arcade/actor/fastapi/actor.py @@ -1,12 +1,21 @@ -import asyncio +import json from typing import Any, Callable from fastapi import FastAPI, Request -from arcade.actor.core.base import BaseActor +from arcade.actor.core.base import ( + BaseActor, + Router, +) +from arcade.actor.core.common import RequestData +from arcade.actor.utils import is_async_callable class FastAPIActor(BaseActor): + """ + An Arcade Actor that is hosted inside a FastAPI app. + """ + def __init__(self, app: FastAPI) -> None: """ Initialize the FastAPIActor with a FastAPI app @@ -18,28 +27,12 @@ class FastAPIActor(BaseActor): self.register_routes(self.router) -class FastAPIRouter: # TODO create an interface for this +class FastAPIRouter(Router): def __init__(self, app: FastAPI, actor: BaseActor) -> None: self.app = app self.actor = actor - def add_route(self, path: str, handler: Callable, methods: str) -> None: - """ - Add a route to the FastAPI application. - """ - for method in methods: - if method == "GET": - self.app.get(path)(self.wrap_handler(handler)) - elif method == "POST": - self.app.post(path)(self.wrap_handler(handler)) - elif method == "PUT": - self.app.put(path)(self.wrap_handler(handler)) - elif method == "DELETE": - self.app.delete(path)(self.wrap_handler(handler)) - else: - raise ValueError(f"Unsupported HTTP method: {method}") - - def wrap_handler(self, handler: Callable) -> Callable: + def _wrap_handler(self, handler: Callable) -> Callable: """ Wrap the handler to handle FastAPI-specific request and response. """ @@ -48,11 +41,25 @@ class FastAPIRouter: # TODO create an interface for this request: Request, # api_key: str = Depends(get_api_key), # TODO re-enable when Engine supports auth ) -> Any: - if asyncio.iscoroutinefunction(handler) or ( - callable(handler) and asyncio.iscoroutinefunction(handler.__call__) # type: ignore[operator] - ): - return await handler(request) + body_str = await request.body() + body_json = json.loads(body_str) if body_str else {} + request_data = RequestData( + path=request.url.path, + method=request.method, + body_json=body_json, + ) + + if is_async_callable(handler): + return await handler(request_data) else: - return handler(request) + return handler(request_data) return wrapped_handler + + def add_route(self, endpoint_path: str, handler: Callable, method: str) -> None: + """ + Add a route to the FastAPI application. + """ + self.app.add_api_route( + f"{self.actor.base_path}/{endpoint_path}", self._wrap_handler(handler), methods=[method] + ) diff --git a/arcade/arcade/actor/fastapi/auth.py b/arcade/arcade/actor/fastapi/auth.py index 126a8fe3..c6ea41f2 100644 --- a/arcade/arcade/actor/fastapi/auth.py +++ b/arcade/arcade/actor/fastapi/auth.py @@ -9,7 +9,6 @@ security = HTTPBearer() # Authorization: Bearer # Dependency function to validate JWT and extract API key -# The validator function is provided by the BaseActor class async def get_api_key( credentials: HTTPAuthorizationCredentials = Depends(security), ) -> str: diff --git a/arcade/arcade/actor/flask/__init__.py b/arcade/arcade/actor/flask/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/arcade/arcade/actor/flask/actor.py b/arcade/arcade/actor/flask/actor.py new file mode 100644 index 00000000..16e3dbbc --- /dev/null +++ b/arcade/arcade/actor/flask/actor.py @@ -0,0 +1,70 @@ +import asyncio +from typing import Any, Callable, cast + +from flask import Flask, request +from pydantic import BaseModel + +from arcade.actor.core.base import BaseActor, Router +from arcade.actor.core.common import RequestData +from arcade.actor.utils import is_async_callable + + +class FlaskActor(BaseActor): + """ + An Arcade Actor that is hosted inside a Flask app. + """ + + def __init__(self, app: Flask) -> None: + """ + Initialize the FlaskActor with a Flask app + instance and an empty ToolCatalog. + """ + super().__init__() + self.app = app + self.router = FlaskRouter(app, self) + self.register_routes(self.router) + + +class FlaskRouter(Router): + def __init__(self, app: Flask, actor: BaseActor) -> None: + self.app = app + self.actor = actor + + def _wrap_handler(self, handler: Callable) -> Callable: + def wrapped_handler() -> Any: + # TODO: Handle JWT auth + body_json = cast(dict, request.get_json()) if request.is_json else {} + request_data = RequestData( + path=request.path, + method=request.method, + body_json=body_json, + ) + + if is_async_callable(handler): + # TODO probably not the best way to do this. + # Consider a thread pool when we make this production-worthy. + result = asyncio.run(handler(request_data)) + else: + result = handler(request_data) + + # If the result is a pydantic BaseModel, use model_dump + if isinstance(result, BaseModel): + return result.model_dump() + elif isinstance(result, list) and all(isinstance(item, BaseModel) for item in result): + return [item.model_dump() for item in result] + return result + + return wrapped_handler + + def add_route(self, endpoint_path: str, handler: Callable, method: str) -> None: + """ + Add a route to the Flask application. + """ + handler_name = handler.__name__ if hasattr(handler, "__name__") else type(handler).__name__ + endpoint_name = f"actor_{handler_name}_{method}" + self.app.add_url_rule( + f"{self.actor.base_path}/{endpoint_path}", + endpoint_name, + view_func=self._wrap_handler(handler), + methods=[method], + ) diff --git a/arcade/arcade/actor/utils.py b/arcade/arcade/actor/utils.py new file mode 100644 index 00000000..c50f853f --- /dev/null +++ b/arcade/arcade/actor/utils.py @@ -0,0 +1,8 @@ +import asyncio +from typing import Any + + +def is_async_callable(func: Any) -> bool: + return asyncio.iscoroutinefunction(func) or ( + callable(func) and asyncio.iscoroutinefunction(func.__call__) + ) diff --git a/arcade/arcade/core/executor.py b/arcade/arcade/core/executor.py index 6f561c8c..069a5281 100644 --- a/arcade/arcade/core/executor.py +++ b/arcade/arcade/core/executor.py @@ -48,18 +48,18 @@ class ToolExecutor: output = await ToolExecutor._serialize_output(output_model, results) # return the output - return await tool_response.success(data=output) + return tool_response.success(data=output) except ToolSerializationError as e: - return await tool_response.fail(msg=str(e)) + return tool_response.fail(msg=str(e)) except ToolExecutionError as e: - return await tool_response.fail(msg=str(e)) + return tool_response.fail(msg=str(e)) # if we get here we're in trouble # TODO: Debate if this is necessary except Exception as e: - return await tool_response.fail(msg=str(e)) + return tool_response.fail(msg=str(e)) @staticmethod async def _serialize_input(input_model: type[BaseModel], **kwargs: Any) -> BaseModel: diff --git a/arcade/arcade/core/response.py b/arcade/arcade/core/response.py index df59cdb7..0615ccf7 100644 --- a/arcade/arcade/core/response.py +++ b/arcade/arcade/core/response.py @@ -33,7 +33,7 @@ class ToolResponseFactory: """ @staticmethod - async def __response( + def __response( *, msg: str | None = None, res: CustomResponseCode | CustomResponse = CustomResponseCode.HTTP_200, @@ -46,22 +46,22 @@ class ToolResponseFactory: return ToolResponse(code=res.code, msg=msg, data=data) return ToolResponse(code=res.code, msg=res.msg, data=data) - async def success( + def success( self, *, res: CustomResponseCode | CustomResponse = CustomResponseCode.HTTP_200, data: T | None = None, ) -> ToolResponse: - return await self.__response(res=res, data=data) + return self.__response(res=res, data=data) - async def fail( + def fail( self, *, res: CustomResponseCode | CustomResponse = CustomResponseCode.HTTP_400, msg: str = CustomResponseCode.HTTP_400.msg, data: Any = None, ) -> ToolResponse: - return await self.__response( + return self.__response( res=res, msg=msg, # TODO this needs to map to developer_message in output.error data=data, diff --git a/arcade/arcade/core/schema.py b/arcade/arcade/core/schema.py index a597a291..4800733f 100644 --- a/arcade/arcade/core/schema.py +++ b/arcade/arcade/core/schema.py @@ -120,8 +120,8 @@ class ToolContext(BaseModel): """The authorization context for the tool invocation that requires authorization.""" -class InvokeToolRequest(BaseModel): - """The request to invoke a tool.""" +class ToolCallRequest(BaseModel): + """The request to call (invoke) a tool.""" run_id: str """The globally-unique run ID provided by the Engine.""" @@ -137,7 +137,7 @@ class InvokeToolRequest(BaseModel): """The context for the tool invocation.""" -class InvokeToolError(BaseModel): +class ToolCallError(BaseModel): """The error that occurred during the tool invocation.""" message: str @@ -146,12 +146,12 @@ class InvokeToolError(BaseModel): """The developer-facing error details.""" -class InvokeToolOutput(BaseModel): +class ToolCallOutput(BaseModel): """The output of a tool invocation.""" value: Union[str, int, float, bool, dict] | None = None """The value returned by the tool.""" - error: InvokeToolError | None = None + error: ToolCallError | None = None """The error that occurred during the tool invocation.""" model_config = { @@ -166,7 +166,7 @@ class InvokeToolOutput(BaseModel): } -class InvokeToolResponse(BaseModel): +class ToolCallResponse(BaseModel): """The response to a tool invocation.""" invocation_id: str @@ -177,5 +177,5 @@ class InvokeToolResponse(BaseModel): """The duration of the tool invocation in milliseconds (ms).""" success: bool """Whether the tool invocation was successful.""" - output: InvokeToolOutput | None = None + output: ToolCallOutput | None = None """The output of the tool invocation.""" diff --git a/arcade/poetry.lock b/arcade/poetry.lock deleted file mode 100644 index efc5fec4..00000000 --- a/arcade/poetry.lock +++ /dev/null @@ -1,1714 +0,0 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. - -[[package]] -name = "annotated-types" -version = "0.7.0" -description = "Reusable constraint types to use with typing.Annotated" -optional = false -python-versions = ">=3.8" -files = [ - 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b/arcade/pyproject.toml @@ -15,16 +15,18 @@ build-backend = "poetry.core.masonry.api" [tool.poetry.dependencies] python = ">=3.10,<4.0" pydantic = "^2.7.0" -fastapi = "^0.110.0" pydantic-settings = "^2.2.1" typer = "^0.9.0" rich = "^13.7.1" toml = "^0.10.2" tomlkit = "^0.12.4" -requests = "^2.26.0" - -openai = "^1.36.0" +requests = "^2.26.0" # TODO: is this really needed? +openai = "^1.36.0" # TODO: relax to an earlier version that still has what we need pyjwt = "^2.8.0" + +fastapi = { version = "^0.110.0", optional = true } +flask = { version = "^3.0.3", optional = true } + [tool.poetry.group.dev.dependencies] pytest = "^7.2.0" pytest-cov = "^4.0.0" @@ -35,6 +37,10 @@ tox = "^4.11.1" pytest-asyncio = "^0.23.7" types-toml = "^0.10.8" +[tool.poetry.extras] +fastapi = ["fastapi"] +flask = ["flask"] + [tool.poetry.group.docs.dependencies] mkdocs = "^1.4.2" mkdocs-material = "^9.2.7" diff --git a/examples/apps/.gitignore b/examples/apps/.gitignore new file mode 100644 index 00000000..2edb4a25 --- /dev/null +++ b/examples/apps/.gitignore @@ -0,0 +1,2 @@ +# Un-ignore poetry.lock because the projects in this directory represent runnable sample apps +!poetry.lock diff --git a/examples/apps/flask/arcade_example_flask/app.py b/examples/apps/flask/arcade_example_flask/app.py new file mode 100644 index 00000000..086503df --- /dev/null +++ b/examples/apps/flask/arcade_example_flask/app.py @@ -0,0 +1,65 @@ +from arcade.actor.flask.actor import FlaskActor +from flask import Flask, jsonify, request +from openai import OpenAI +from pydantic import BaseModel, ValidationError + +from arcade_arithmetic.tools import arithmetic + + +client = OpenAI(base_url="http://localhost:6901") + +app = Flask(__name__) + +actor = FlaskActor(app) +actor.register_tool(arithmetic.add) +actor.register_tool(arithmetic.multiply) +actor.register_tool(arithmetic.divide) +actor.register_tool(arithmetic.sqrt) + + +class ChatRequest(BaseModel): + message: str + + +@app.route("/") +def hello_world(): + return "Hello, World!" + + +@app.route("/chat", methods=["POST"]) +def chat(): + try: + # Parse JSON request body + req_data = request.get_json() + request_obj = ChatRequest(**req_data) + + raw_response = client.chat.completions.with_raw_response.create( + messages=[ + {"role": "system", "content": "You are a helpful assistant."}, + {"role": "user", "content": request_obj.message}, + ], + model="gpt-4o-mini", + max_tokens=150, + tools=["add", "subtract", "multiply", "divide", "sqrt"], + tool_choice="execute", + ) + chat_completion = raw_response.parse() + + return jsonify( + { + "response": chat_completion.choices[0].message.content.strip(), + "tool_call_count": raw_response.headers["arcade-tool-calls"], + "tool_call_duration_ms": raw_response.headers[ + "arcade-total-tool-duration" + ], + } + ) + + except ValidationError as e: + return jsonify({"error": e.errors()}), 422 + except Exception as e: + return jsonify({"error": str(e)}), 500 + + +if __name__ == "__main__": 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