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Jeremiah Lowin commited on
Add unit test for sampling with image messages (#1329)
Browse files
tests/client/test_sampling.py
CHANGED
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@@ -1,10 +1,12 @@
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import pytest
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from mcp.types import TextContent
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from fastmcp import Client, Context, FastMCP
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from fastmcp.client.sampling import RequestContext, SamplingMessage, SamplingParams
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@pytest.fixture
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@@ -14,12 +16,12 @@ def fastmcp_server():
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@mcp.tool
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async def simple_sample(message: str, context: Context) -> str:
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result = await context.sample("Hello, world!")
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return
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@mcp.tool
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async def sample_with_system_prompt(message: str, context: Context) -> str:
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result = await context.sample("Hello, world!", system_prompt="You love FastMCP")
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return
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@mcp.tool
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async def sample_with_messages(message: str, context: Context) -> str:
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@@ -34,7 +36,25 @@ def fastmcp_server():
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),
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]
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)
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return
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return mcp
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@@ -80,3 +100,38 @@ async def test_sampling_with_messages(fastmcp_server: FastMCP):
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"sample_with_messages", {"message": "Hello, world!"}
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)
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assert result.data == "I need to think."
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import json
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import pytest
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from mcp.types import TextContent
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from pydantic_core import to_json
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from fastmcp import Client, Context, FastMCP
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from fastmcp.client.sampling import RequestContext, SamplingMessage, SamplingParams
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from fastmcp.utilities.types import Image
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@pytest.fixture
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@mcp.tool
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async def simple_sample(message: str, context: Context) -> str:
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result = await context.sample("Hello, world!")
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return result.text # type: ignore[attr-defined]
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@mcp.tool
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async def sample_with_system_prompt(message: str, context: Context) -> str:
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result = await context.sample("Hello, world!", system_prompt="You love FastMCP")
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return result.text # type: ignore[attr-defined]
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@mcp.tool
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async def sample_with_messages(message: str, context: Context) -> str:
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),
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]
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)
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return result.text # type: ignore[attr-defined]
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@mcp.tool
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async def sample_with_image(image_bytes: bytes, context: Context) -> str:
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image = Image(data=image_bytes)
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result = await context.sample(
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[
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SamplingMessage(
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content=TextContent(type="text", text="What's in this image?"),
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role="user",
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),
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SamplingMessage(
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content=image.to_image_content(),
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role="user",
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),
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]
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)
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return result.text # type: ignore[attr-defined]
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return mcp
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"sample_with_messages", {"message": "Hello, world!"}
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)
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assert result.data == "I need to think."
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async def test_sampling_with_image(fastmcp_server: FastMCP):
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def sampling_handler(
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messages: list[SamplingMessage], params: SamplingParams, ctx: RequestContext
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) -> str:
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assert len(messages) == 2
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return to_json(messages).decode()
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async with Client(fastmcp_server, sampling_handler=sampling_handler) as client:
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image_bytes = b"abc123"
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result = await client.call_tool(
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"sample_with_image", {"image_bytes": image_bytes}
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)
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assert json.loads(result.data) == [
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{
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"role": "user",
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"content": {
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"type": "text",
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"text": "What's in this image?",
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"annotations": None,
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"_meta": None,
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},
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},
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{
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"role": "user",
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"content": {
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"type": "image",
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"data": "YWJjMTIz",
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"mimeType": "image/png",
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"annotations": None,
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"_meta": None,
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},
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},
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]
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