Spaces:
Sleeping
Sleeping
Quentin Gallouédec
commited on
Commit
·
939668a
1
Parent(s):
5f019b6
simplify gradio
Browse files
Dockerfile
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FROM python:3.10
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RUN useradd -m -u 1000 user
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USER user
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ENV PATH="/home/user/.local/bin:$PATH"
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WORKDIR /app
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RUN pip install --no-cache-dir --upgrade mcp fastapi
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COPY --chown=user . /app
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CMD ["python", "app.py"]
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README.md
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@@ -3,7 +3,7 @@ title: Counter
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emoji: 🏆
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colorFrom: green
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colorTo: indigo
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sdk:
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app_file: app.py
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pinned: false
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---
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emoji: 🏆
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colorFrom: green
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colorTo: indigo
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sdk: gradio
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app_file: app.py
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pinned: false
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---
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app.py
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from contextlib import asynccontextmanager
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from dataclasses import dataclass
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class CounterEnv:
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_counter = 0
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@classmethod
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async def connect(cls) -> "CounterEnv":
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return cls()
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def step(self) -> str:
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self.
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return f"
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async def close(self) -> None:
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pass
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@dataclass
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class AppContext:
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env: CounterEnv
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@asynccontextmanager
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async def app_lifespan(server: FastMCP) -> AsyncIterator[AppContext]:
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env = await CounterEnv.connect()
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try:
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yield AppContext(env=env)
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finally:
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await env.close()
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return env.step()
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mcp.run('streamable-http')
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import gradio as gr
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class Counter:
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def reset(self) -> str:
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self.value = 0
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return "Counter reset to 0"
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def step(self) -> str:
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self.value += 1
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return f"Counter is at {self.value}"
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counter = Counter()
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with gr.Blocks() as demo:
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gr.api(counter.reset, api_name="/reset")
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gr.api(counter.step, api_name="/step")
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demo.launch(mcp_server=True)
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my_lib.py
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from abc import ABC, abstractmethod
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from contextlib import asynccontextmanager
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from dataclasses import dataclass
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from collections.abc import AsyncIterator
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from mcp.server.fastmcp import Context, FastMCP
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from mcp.server.session import ServerSession
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class Environment(ABC):
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"""Simple synchronous interface for environments."""
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async def connect(self) -> "Environment":
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"""
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Optional async setup.
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Defaults to returning self if no connection is needed.
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"""
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return self
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async def close(self) -> None:
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"""Optional async cleanup."""
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return
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@abstractmethod
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def reset(self) -> str:
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"""Reset the environment and return an initial state."""
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...
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@abstractmethod
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def step(self) -> str:
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"""Take one step and return a result."""
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...
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@dataclass
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class _EnvCtx:
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env: Environment
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def create_mcp_app(name: str, env_cls: type[Environment]) -> FastMCP:
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"""
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Build a FastMCP app around an Environment subclass.
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Handles async lifecycle automatically.
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"""
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@asynccontextmanager
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async def lifespan(server: FastMCP) -> AsyncIterator[_EnvCtx]:
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env = await env_cls().connect()
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try:
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yield _EnvCtx(env)
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finally:
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await env.close()
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mcp = FastMCP(name, lifespan=lifespan)
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@mcp.tool()
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def reset(ctx: Context[ServerSession, _EnvCtx]) -> str:
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return ctx.request_context.lifespan_context.env.reset()
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@mcp.tool()
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def step(ctx: Context[ServerSession, _EnvCtx]) -> str:
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return ctx.request_context.lifespan_context.env.step()
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return mcp
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