mirror of
https://github.com/PrefectHQ/fastmcp.git
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1132 lines
40 KiB
Python
1132 lines
40 KiB
Python
from dataclasses import asdict, dataclass
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from enum import Enum
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from typing import Any, Literal, cast
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import pytest
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from mcp.types import ElicitRequestFormParams, ElicitRequestParams
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from pydantic import BaseModel, Field
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from typing_extensions import TypedDict
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from fastmcp import Context, FastMCP
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from fastmcp.client.client import Client
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from fastmcp.client.elicitation import ElicitResult
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from fastmcp.exceptions import ToolError
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from fastmcp.server.elicitation import (
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AcceptedElicitation,
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CancelledElicitation,
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DeclinedElicitation,
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get_elicitation_schema,
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validate_elicitation_json_schema,
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)
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from fastmcp.utilities.types import TypeAdapter
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@pytest.fixture
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def fastmcp_server():
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mcp = FastMCP("TestServer")
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@dataclass
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class Person:
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name: str
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@mcp.tool
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async def ask_for_name(context: Context) -> str:
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result = await context.elicit(
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message="What is your name?",
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response_type=Person,
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)
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if result.action == "accept":
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assert isinstance(result, AcceptedElicitation)
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assert isinstance(result.data, Person)
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return f"Hello, {result.data.name}!"
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else:
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return "No name provided."
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@mcp.tool
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def simple_test() -> str:
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return "Hello!"
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return mcp
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async def test_elicitation_with_no_handler(fastmcp_server):
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"""Test that elicitation works without a handler."""
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async with Client(fastmcp_server) as client:
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with pytest.raises(ToolError, match="Elicitation not supported"):
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await client.call_tool("ask_for_name")
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async def test_elicitation_accept_content(fastmcp_server):
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"""Test basic elicitation functionality."""
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async def elicitation_handler(message, response_type, params, ctx):
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# Mock user providing their name
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return ElicitResult(action="accept", content=response_type(name="Alice"))
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async with Client(
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fastmcp_server, elicitation_handler=elicitation_handler
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) as client:
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result = await client.call_tool("ask_for_name")
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assert result.data == "Hello, Alice!"
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async def test_elicitation_decline(fastmcp_server):
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"""Test that elicitation handler receives correct parameters."""
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async def elicitation_handler(message, response_type, params, ctx):
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return ElicitResult(action="decline")
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async with Client(
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fastmcp_server, elicitation_handler=elicitation_handler
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) as client:
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result = await client.call_tool("ask_for_name")
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assert result.data == "No name provided."
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async def test_elicitation_handler_parameters():
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"""Test that elicitation handler receives correct parameters."""
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mcp = FastMCP("TestServer")
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captured_params = {}
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@mcp.tool
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async def test_tool(context: Context) -> str:
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await context.elicit(
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message="Test message",
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response_type=int,
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)
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return "done"
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async def elicitation_handler(message, response_type, params, ctx):
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captured_params["message"] = message
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captured_params["response_type"] = str(response_type)
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captured_params["params"] = params
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captured_params["ctx"] = ctx
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return ElicitResult(action="accept", content={"value": 42})
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async with Client(mcp, elicitation_handler=elicitation_handler) as client:
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await client.call_tool("test_tool", {})
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assert captured_params["message"] == "Test message"
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assert "ScalarElicitationType" in str(captured_params["response_type"])
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assert captured_params["params"].requestedSchema == {
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"properties": {"value": {"title": "Value", "type": "integer"}},
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"required": ["value"],
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"title": "ScalarElicitationType",
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"type": "object",
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}
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assert captured_params["ctx"] is not None
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async def test_elicitation_cancel_action():
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"""Test user canceling elicitation request."""
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mcp = FastMCP("TestServer")
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@mcp.tool
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async def ask_for_optional_info(context: Context) -> str:
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result = await context.elicit(
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message="Optional: What's your age?", response_type=int
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)
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if result.action == "cancel":
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return "Request was canceled"
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elif result.action == "accept":
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assert isinstance(result, AcceptedElicitation)
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assert isinstance(result.data, int)
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return f"Age: {result.data}"
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else:
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return "No response provided"
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async def elicitation_handler(message, response_type, params, ctx):
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return ElicitResult(action="cancel")
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async with Client(mcp, elicitation_handler=elicitation_handler) as client:
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result = await client.call_tool("ask_for_optional_info", {})
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assert result.data == "Request was canceled"
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class TestScalarResponseTypes:
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async def test_elicitation_no_response(self):
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"""Test elicitation with no response type."""
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mcp = FastMCP("TestServer")
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@mcp.tool
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async def my_tool(context: Context) -> dict[str, Any]:
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result = await context.elicit(message="", response_type=None)
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assert isinstance(result, AcceptedElicitation)
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assert isinstance(result.data, dict)
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return cast(dict[str, Any], result.data)
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async def elicitation_handler(
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message, response_type, params: ElicitRequestParams, ctx
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):
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assert isinstance(params, ElicitRequestFormParams)
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assert params.requestedSchema == {"type": "object", "properties": {}}
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assert response_type is None
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return ElicitResult(action="accept")
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async with Client(mcp, elicitation_handler=elicitation_handler) as client:
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result = await client.call_tool("my_tool", {})
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assert result.data is None
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async def test_elicitation_empty_response(self):
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"""Test elicitation with empty response type."""
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mcp = FastMCP("TestServer")
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@mcp.tool
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async def my_tool(context: Context) -> dict[str, Any]:
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result = await context.elicit(message="", response_type=None)
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assert result.action == "accept"
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assert isinstance(result, AcceptedElicitation)
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accepted = cast(AcceptedElicitation[dict[str, Any]], result)
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assert isinstance(accepted.data, dict)
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return accepted.data
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async def elicitation_handler(
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message, response_type, params: ElicitRequestParams, ctx
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):
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return ElicitResult(action="accept", content={})
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async with Client(mcp, elicitation_handler=elicitation_handler) as client:
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result = await client.call_tool("my_tool", {})
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assert result.data is None
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async def test_elicitation_response_when_no_response_requested(self):
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"""Test elicitation with no response type."""
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mcp = FastMCP("TestServer")
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@mcp.tool
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async def my_tool(context: Context) -> dict[str, Any]:
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result = await context.elicit(message="", response_type=None)
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assert result.action == "accept"
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assert isinstance(result, AcceptedElicitation)
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accepted = cast(AcceptedElicitation[dict[str, Any]], result)
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assert isinstance(accepted.data, dict)
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return accepted.data
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async def elicitation_handler(message, response_type, params, ctx):
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return ElicitResult(action="accept", content={"value": "hello"})
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async with Client(mcp, elicitation_handler=elicitation_handler) as client:
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with pytest.raises(
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ToolError, match="Elicitation expected an empty response"
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):
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await client.call_tool("my_tool", {})
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async def test_elicitation_str_response(self):
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"""Test elicitation with string schema."""
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mcp = FastMCP("TestServer")
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@mcp.tool
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async def my_tool(context: Context) -> str:
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result = await context.elicit(message="", response_type=str)
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assert isinstance(result, AcceptedElicitation)
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assert isinstance(result.data, str)
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return result.data
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async def elicitation_handler(message, response_type, params, ctx):
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return ElicitResult(action="accept", content={"value": "hello"})
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async with Client(mcp, elicitation_handler=elicitation_handler) as client:
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result = await client.call_tool("my_tool", {})
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assert result.data == "hello"
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async def test_elicitation_int_response(self):
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"""Test elicitation with number schema."""
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mcp = FastMCP("TestServer")
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@mcp.tool
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async def my_tool(context: Context) -> int:
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result = await context.elicit(message="", response_type=int)
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assert isinstance(result, AcceptedElicitation)
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assert isinstance(result.data, int)
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return result.data
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async def elicitation_handler(message, response_type, params, ctx):
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return ElicitResult(action="accept", content={"value": 42})
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async with Client(mcp, elicitation_handler=elicitation_handler) as client:
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result = await client.call_tool("my_tool", {})
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assert result.data == 42
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async def test_elicitation_float_response(self):
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"""Test elicitation with number schema."""
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mcp = FastMCP("TestServer")
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@mcp.tool
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async def my_tool(context: Context) -> float:
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result = await context.elicit(message="", response_type=float)
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assert isinstance(result, AcceptedElicitation)
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assert isinstance(result.data, float)
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return result.data
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async def elicitation_handler(message, response_type, params, ctx):
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return ElicitResult(action="accept", content={"value": 3.14})
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async with Client(mcp, elicitation_handler=elicitation_handler) as client:
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result = await client.call_tool("my_tool", {})
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assert result.data == 3.14
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async def test_elicitation_bool_response(self):
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"""Test elicitation with boolean schema."""
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mcp = FastMCP("TestServer")
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@mcp.tool
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async def my_tool(context: Context) -> bool:
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result = await context.elicit(message="", response_type=bool)
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assert isinstance(result, AcceptedElicitation)
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assert isinstance(result.data, bool)
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return result.data
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async def elicitation_handler(message, response_type, params, ctx):
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return ElicitResult(action="accept", content={"value": True})
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async with Client(mcp, elicitation_handler=elicitation_handler) as client:
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result = await client.call_tool("my_tool", {})
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assert result.data is True
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async def test_elicitation_literal_response(self):
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"""Test elicitation with literal schema."""
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mcp = FastMCP("TestServer")
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@mcp.tool
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async def my_tool(context: Context) -> Literal["x", "y"]:
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# Literal types work at runtime but type checker doesn't recognize them in overloads
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result = await context.elicit(message="", response_type=Literal["x", "y"]) # type: ignore[arg-type]
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assert isinstance(result, AcceptedElicitation)
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accepted = cast(AcceptedElicitation[Literal["x", "y"]], result)
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assert isinstance(accepted.data, str)
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return accepted.data
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async def elicitation_handler(message, response_type, params, ctx):
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return ElicitResult(action="accept", content={"value": "x"})
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async with Client(mcp, elicitation_handler=elicitation_handler) as client:
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result = await client.call_tool("my_tool", {})
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assert result.data == "x"
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async def test_elicitation_enum_response(self):
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"""Test elicitation with enum schema."""
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mcp = FastMCP("TestServer")
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class ResponseEnum(Enum):
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X = "x"
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Y = "y"
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@mcp.tool
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async def my_tool(context: Context) -> ResponseEnum:
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result = await context.elicit(message="", response_type=ResponseEnum)
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assert isinstance(result, AcceptedElicitation)
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assert isinstance(result.data, ResponseEnum)
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return result.data
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async def elicitation_handler(message, response_type, params, ctx):
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return ElicitResult(action="accept", content={"value": "x"})
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async with Client(mcp, elicitation_handler=elicitation_handler) as client:
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result = await client.call_tool("my_tool", {})
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assert result.data == "x"
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async def test_elicitation_list_of_strings_response(self):
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"""Test elicitation with list schema."""
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mcp = FastMCP("TestServer")
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@mcp.tool
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async def my_tool(context: Context) -> str:
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result = await context.elicit(message="", response_type=["x", "y"])
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assert isinstance(result, AcceptedElicitation)
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assert isinstance(result.data, str)
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return result.data
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async def elicitation_handler(message, response_type, params, ctx):
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return ElicitResult(action="accept", content={"value": "x"})
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async with Client(mcp, elicitation_handler=elicitation_handler) as client:
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result = await client.call_tool("my_tool", {})
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assert result.data == "x"
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async def test_elicitation_handler_error():
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"""Test error handling in elicitation handler."""
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mcp = FastMCP("TestServer")
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@mcp.tool
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async def failing_elicit(context: Context) -> str:
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try:
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result = await context.elicit(message="This will fail", response_type=str)
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assert isinstance(result, AcceptedElicitation)
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assert result.action == "accept"
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return f"Got: {result.data}"
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except Exception as e:
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return f"Error: {str(e)}"
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async def elicitation_handler(message, response_type, params, ctx):
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raise ValueError("Handler failed!")
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async with Client(mcp, elicitation_handler=elicitation_handler) as client:
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result = await client.call_tool("failing_elicit", {})
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assert "Error:" in result.data
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async def test_elicitation_multiple_calls():
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"""Test multiple elicitation calls in sequence."""
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mcp = FastMCP("TestServer")
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@mcp.tool
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async def multi_step_form(context: Context) -> str:
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# First question
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name_result = await context.elicit(
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message="What's your name?", response_type=str
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)
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assert isinstance(name_result, AcceptedElicitation)
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if name_result.action != "accept":
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return "Form abandoned"
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# Second question
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age_result = await context.elicit(message="What's your age?", response_type=int)
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assert isinstance(age_result, AcceptedElicitation)
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if age_result.action != "accept":
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return f"Hello {name_result.data}, form incomplete"
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return f"Hello {name_result.data}, you are {age_result.data} years old"
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call_count = 0
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async def elicitation_handler(message, response_type, params, ctx):
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nonlocal call_count
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call_count += 1
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if call_count == 1:
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return ElicitResult(action="accept", content={"value": "Bob"})
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elif call_count == 2:
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return ElicitResult(action="accept", content={"value": 25})
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else:
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raise ValueError("Unexpected call")
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async with Client(mcp, elicitation_handler=elicitation_handler) as client:
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result = await client.call_tool("multi_step_form", {})
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assert result.data == "Hello Bob, you are 25 years old"
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assert call_count == 2
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@dataclass
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class UserInfo:
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name: str
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age: int
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class UserInfoTypedDict(TypedDict):
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name: str
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age: int
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class UserInfoPydantic(BaseModel):
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name: str
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age: int
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@pytest.mark.parametrize(
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"structured_type", [UserInfo, UserInfoTypedDict, UserInfoPydantic]
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)
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async def test_structured_response_type(
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structured_type: type[UserInfo | UserInfoTypedDict | UserInfoPydantic],
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):
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"""Test elicitation with dataclass response type."""
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mcp = FastMCP("TestServer")
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@mcp.tool
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async def get_user_info(context: Context) -> str:
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result = await context.elicit(
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message="Please provide your information", response_type=structured_type
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)
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assert isinstance(result, AcceptedElicitation)
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if result.action == "accept":
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assert isinstance(result, AcceptedElicitation)
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if isinstance(result.data, dict):
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data_dict = cast(dict[str, Any], result.data)
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name = data_dict.get("name")
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age = data_dict.get("age")
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assert name is not None
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assert age is not None
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return f"User: {name}, age: {age}"
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else:
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# result.data is a structured type (UserInfo, UserInfoTypedDict, or UserInfoPydantic)
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assert hasattr(result.data, "name")
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assert hasattr(result.data, "age")
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return f"User: {result.data.name}, age: {result.data.age}"
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return "No user info provided"
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async def elicitation_handler(message, response_type, params, ctx):
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# Verify we get the dataclass type
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assert (
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TypeAdapter(response_type).json_schema()
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== TypeAdapter(structured_type).json_schema()
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)
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# Verify the schema has the dataclass fields (available in params)
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schema = params.requestedSchema
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assert schema["type"] == "object"
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assert "name" in schema["properties"]
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assert "age" in schema["properties"]
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assert schema["properties"]["name"]["type"] == "string"
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assert schema["properties"]["age"]["type"] == "integer"
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return ElicitResult(action="accept", content=UserInfo(name="Alice", age=30))
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async with Client(mcp, elicitation_handler=elicitation_handler) as client:
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result = await client.call_tool("get_user_info", {})
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assert result.data == "User: Alice, age: 30"
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async def test_all_primitive_field_types():
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class DataEnum(Enum):
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X = "x"
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Y = "y"
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@dataclass
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class Data:
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integer: int
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float_: float
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number: int | float
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boolean: bool
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string: str
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constant: Literal["x"]
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union: Literal["x"] | Literal["y"]
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choice: Literal["x", "y"]
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enum: DataEnum
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mcp = FastMCP("TestServer")
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@mcp.tool
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async def get_data(context: Context) -> Data:
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result = await context.elicit(message="Enter data", response_type=Data)
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assert isinstance(result, AcceptedElicitation)
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assert isinstance(result.data, Data)
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return result.data
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|
|
async def elicitation_handler(message, response_type, params, ctx):
|
|
return ElicitResult(
|
|
action="accept",
|
|
content=Data(
|
|
integer=1,
|
|
float_=1.0,
|
|
number=1.0,
|
|
boolean=True,
|
|
string="hello",
|
|
constant="x",
|
|
union="x",
|
|
choice="x",
|
|
enum=DataEnum.X,
|
|
),
|
|
)
|
|
|
|
async with Client(mcp, elicitation_handler=elicitation_handler) as client:
|
|
result = await client.call_tool("get_data", {})
|
|
|
|
# Now all literal/enum fields should be preserved as strings
|
|
result_data = asdict(result.data)
|
|
result_data_enum = result_data.pop("enum")
|
|
assert result_data_enum == "x" # Should be a string now, not an enum
|
|
assert result_data == {
|
|
"integer": 1,
|
|
"float_": 1.0,
|
|
"number": 1.0,
|
|
"boolean": True,
|
|
"string": "hello",
|
|
"constant": "x",
|
|
"union": "x",
|
|
"choice": "x",
|
|
}
|
|
|
|
|
|
class TestValidation:
|
|
async def test_schema_validation_rejects_non_object(self):
|
|
"""Test that non-object schemas are rejected."""
|
|
|
|
with pytest.raises(TypeError, match="must be an object schema"):
|
|
validate_elicitation_json_schema({"type": "string"})
|
|
|
|
async def test_schema_validation_rejects_nested_objects(self):
|
|
"""Test that nested object schemas are rejected."""
|
|
|
|
with pytest.raises(
|
|
TypeError, match="is an object, but nested objects are not allowed"
|
|
):
|
|
validate_elicitation_json_schema(
|
|
{
|
|
"type": "object",
|
|
"properties": {
|
|
"user": {
|
|
"type": "object",
|
|
"properties": {"name": {"type": "string"}},
|
|
}
|
|
},
|
|
}
|
|
)
|
|
|
|
async def test_schema_validation_rejects_arrays(self):
|
|
"""Test that non-enum array schemas are rejected."""
|
|
|
|
with pytest.raises(TypeError, match="is an array, but arrays are only allowed"):
|
|
validate_elicitation_json_schema(
|
|
{
|
|
"type": "object",
|
|
"properties": {
|
|
"users": {"type": "array", "items": {"type": "string"}}
|
|
},
|
|
}
|
|
)
|
|
|
|
|
|
class TestPatternMatching:
|
|
async def test_pattern_matching_accept(self):
|
|
"""Test pattern matching with AcceptedElicitation."""
|
|
mcp = FastMCP("TestServer")
|
|
|
|
@mcp.tool
|
|
async def pattern_match_tool(context: Context) -> str:
|
|
result = await context.elicit("Enter your name:", response_type=str)
|
|
|
|
match result:
|
|
case AcceptedElicitation(data=name):
|
|
return f"Hello {name}!"
|
|
case DeclinedElicitation():
|
|
return "You declined"
|
|
case CancelledElicitation():
|
|
return "Cancelled"
|
|
case _:
|
|
return "Unknown result"
|
|
|
|
async def elicitation_handler(message, response_type, params, ctx):
|
|
return ElicitResult(action="accept", content={"value": "Alice"})
|
|
|
|
async with Client(mcp, elicitation_handler=elicitation_handler) as client:
|
|
result = await client.call_tool("pattern_match_tool", {})
|
|
assert result.data == "Hello Alice!"
|
|
|
|
async def test_pattern_matching_decline(self):
|
|
"""Test pattern matching with DeclinedElicitation."""
|
|
mcp = FastMCP("TestServer")
|
|
|
|
@mcp.tool
|
|
async def pattern_match_tool(context: Context) -> str:
|
|
result = await context.elicit("Enter your name:", response_type=str)
|
|
|
|
match result:
|
|
case AcceptedElicitation(data=name):
|
|
return f"Hello {name}!"
|
|
case DeclinedElicitation():
|
|
return "You declined"
|
|
case CancelledElicitation():
|
|
return "Cancelled"
|
|
case _:
|
|
return "Unknown result"
|
|
|
|
async def elicitation_handler(message, response_type, params, ctx):
|
|
return ElicitResult(action="decline")
|
|
|
|
async with Client(mcp, elicitation_handler=elicitation_handler) as client:
|
|
result = await client.call_tool("pattern_match_tool", {})
|
|
assert result.data == "You declined"
|
|
|
|
async def test_pattern_matching_cancel(self):
|
|
"""Test pattern matching with CancelledElicitation."""
|
|
mcp = FastMCP("TestServer")
|
|
|
|
@mcp.tool
|
|
async def pattern_match_tool(context: Context) -> str:
|
|
result = await context.elicit("Enter your name:", response_type=str)
|
|
|
|
match result:
|
|
case AcceptedElicitation(data=name):
|
|
return f"Hello {name}!"
|
|
case DeclinedElicitation():
|
|
return "You declined"
|
|
case CancelledElicitation():
|
|
return "Cancelled"
|
|
case _:
|
|
return "Unknown result"
|
|
|
|
async def elicitation_handler(message, response_type, params, ctx):
|
|
return ElicitResult(action="cancel")
|
|
|
|
async with Client(mcp, elicitation_handler=elicitation_handler) as client:
|
|
result = await client.call_tool("pattern_match_tool", {})
|
|
assert result.data == "Cancelled"
|
|
|
|
|
|
async def test_elicitation_implicit_acceptance(fastmcp_server):
|
|
"""Test that elicitation handler can return data directly without ElicitResult wrapper."""
|
|
|
|
async def elicitation_handler(message, response_type, params, ctx):
|
|
# Return data directly without wrapping in ElicitResult
|
|
# This should be treated as implicit acceptance
|
|
return response_type(name="Bob")
|
|
|
|
async with Client(
|
|
fastmcp_server, elicitation_handler=elicitation_handler
|
|
) as client:
|
|
result = await client.call_tool("ask_for_name")
|
|
assert result.data == "Hello, Bob!"
|
|
|
|
|
|
async def test_elicitation_implicit_acceptance_must_be_dict(fastmcp_server):
|
|
"""Test that elicitation handler can return data directly without ElicitResult wrapper."""
|
|
|
|
async def elicitation_handler(message, response_type, params, ctx):
|
|
# Return data directly without wrapping in ElicitResult
|
|
# This should be treated as implicit acceptance
|
|
return "Bob"
|
|
|
|
async with Client(
|
|
fastmcp_server, elicitation_handler=elicitation_handler
|
|
) as client:
|
|
with pytest.raises(
|
|
ToolError,
|
|
match="Elicitation responses must be serializable as a JSON object",
|
|
):
|
|
await client.call_tool("ask_for_name")
|
|
|
|
|
|
def test_enum_elicitation_schema_inline():
|
|
"""Test that enum schemas are generated inline without $ref/$defs for MCP compatibility."""
|
|
|
|
class Priority(Enum):
|
|
LOW = "low"
|
|
MEDIUM = "medium"
|
|
HIGH = "high"
|
|
|
|
@dataclass
|
|
class TaskRequest:
|
|
title: str
|
|
priority: Priority
|
|
|
|
# Generate elicitation schema
|
|
schema = get_elicitation_schema(TaskRequest)
|
|
|
|
# Verify no $defs section exists (enums should be inlined)
|
|
assert "$defs" not in schema, (
|
|
"Schema should not contain $defs - enums must be inline"
|
|
)
|
|
|
|
# Verify no $ref in properties
|
|
for prop_name, prop_schema in schema.get("properties", {}).items():
|
|
assert "$ref" not in prop_schema, (
|
|
f"Property {prop_name} contains $ref - should be inline"
|
|
)
|
|
|
|
# Verify the priority field has inline enum values
|
|
priority_schema = schema["properties"]["priority"]
|
|
assert "enum" in priority_schema, "Priority should have enum values inline"
|
|
assert priority_schema["enum"] == ["low", "medium", "high"]
|
|
assert priority_schema.get("type") == "string"
|
|
|
|
# Verify title field is a simple string
|
|
assert schema["properties"]["title"]["type"] == "string"
|
|
|
|
|
|
def test_enum_elicitation_schema_inline_untitled():
|
|
"""Test that enum schemas generate simple enum pattern (no automatic titles)."""
|
|
|
|
class TaskStatus(Enum):
|
|
NOT_STARTED = "not_started"
|
|
IN_PROGRESS = "in_progress"
|
|
COMPLETED = "completed"
|
|
ON_HOLD = "on_hold"
|
|
|
|
@dataclass
|
|
class TaskUpdate:
|
|
task_id: str
|
|
status: TaskStatus
|
|
|
|
# Generate elicitation schema
|
|
schema = get_elicitation_schema(TaskUpdate)
|
|
|
|
# Verify enum is inline
|
|
assert "$defs" not in schema
|
|
assert "$ref" not in str(schema)
|
|
|
|
status_schema = schema["properties"]["status"]
|
|
# Should generate simple enum pattern (no automatic title generation)
|
|
assert "enum" in status_schema
|
|
assert "oneOf" not in status_schema
|
|
assert "enumNames" not in status_schema
|
|
assert status_schema["enum"] == [
|
|
"not_started",
|
|
"in_progress",
|
|
"completed",
|
|
"on_hold",
|
|
]
|
|
|
|
|
|
async def test_dict_based_titled_single_select():
|
|
"""Test dict-based titled single-select enum."""
|
|
mcp = FastMCP("TestServer")
|
|
|
|
@mcp.tool
|
|
async def my_tool(ctx: Context) -> str:
|
|
result = await ctx.elicit(
|
|
"Choose priority",
|
|
response_type={
|
|
"low": {"title": "Low Priority"},
|
|
"high": {"title": "High Priority"},
|
|
},
|
|
)
|
|
if result.action == "accept":
|
|
assert isinstance(result, AcceptedElicitation)
|
|
assert isinstance(result.data, str)
|
|
return result.data
|
|
return "declined"
|
|
|
|
async def elicitation_handler(message, response_type, params, ctx):
|
|
# Verify schema follows SEP-1330 pattern with type: "string"
|
|
schema = params.requestedSchema
|
|
assert schema["type"] == "object"
|
|
assert "value" in schema["properties"]
|
|
value_schema = schema["properties"]["value"]
|
|
assert value_schema["type"] == "string"
|
|
assert "oneOf" in value_schema
|
|
one_of = value_schema["oneOf"]
|
|
assert {"const": "low", "title": "Low Priority"} in one_of
|
|
assert {"const": "high", "title": "High Priority"} in one_of
|
|
|
|
return ElicitResult(action="accept", content={"value": "low"})
|
|
|
|
async with Client(mcp, elicitation_handler=elicitation_handler) as client:
|
|
result = await client.call_tool("my_tool", {})
|
|
assert result.data == "low"
|
|
|
|
|
|
async def test_list_list_multi_select_untitled():
|
|
"""Test list[list[str]] for multi-select untitled shorthand."""
|
|
mcp = FastMCP("TestServer")
|
|
|
|
@mcp.tool
|
|
async def my_tool(ctx: Context) -> str:
|
|
result = await ctx.elicit(
|
|
"Choose tags",
|
|
response_type=[["bug", "feature", "documentation"]],
|
|
)
|
|
if result.action == "accept":
|
|
assert isinstance(result, AcceptedElicitation)
|
|
assert isinstance(result.data, list)
|
|
return ",".join(result.data) # type: ignore[no-matching-overload]
|
|
return "declined"
|
|
|
|
async def elicitation_handler(message, response_type, params, ctx):
|
|
# Verify schema has array with enum pattern
|
|
schema = params.requestedSchema
|
|
assert schema["type"] == "object"
|
|
assert "value" in schema["properties"]
|
|
value_schema = schema["properties"]["value"]
|
|
assert value_schema["type"] == "array"
|
|
assert "enum" in value_schema["items"]
|
|
assert value_schema["items"]["enum"] == ["bug", "feature", "documentation"]
|
|
|
|
return ElicitResult(action="accept", content={"value": ["bug", "feature"]})
|
|
|
|
async with Client(mcp, elicitation_handler=elicitation_handler) as client:
|
|
result = await client.call_tool("my_tool", {})
|
|
assert result.data == "bug,feature"
|
|
|
|
|
|
async def test_list_dict_multi_select_titled():
|
|
"""Test list[dict] for multi-select titled."""
|
|
mcp = FastMCP("TestServer")
|
|
|
|
@mcp.tool
|
|
async def my_tool(ctx: Context) -> str:
|
|
result = await ctx.elicit(
|
|
"Choose priorities",
|
|
response_type=[
|
|
{
|
|
"low": {"title": "Low Priority"},
|
|
"high": {"title": "High Priority"},
|
|
}
|
|
],
|
|
)
|
|
if result.action == "accept":
|
|
assert isinstance(result, AcceptedElicitation)
|
|
assert isinstance(result.data, list)
|
|
return ",".join(result.data) # type: ignore[no-matching-overload]
|
|
return "declined"
|
|
|
|
async def elicitation_handler(message, response_type, params, ctx):
|
|
# Verify schema has array with SEP-1330 compliant items (anyOf pattern)
|
|
schema = params.requestedSchema
|
|
assert schema["type"] == "object"
|
|
assert "value" in schema["properties"]
|
|
value_schema = schema["properties"]["value"]
|
|
assert value_schema["type"] == "array"
|
|
items_schema = value_schema["items"]
|
|
assert "anyOf" in items_schema
|
|
any_of = items_schema["anyOf"]
|
|
assert {"const": "low", "title": "Low Priority"} in any_of
|
|
assert {"const": "high", "title": "High Priority"} in any_of
|
|
|
|
return ElicitResult(action="accept", content={"value": ["low", "high"]})
|
|
|
|
async with Client(mcp, elicitation_handler=elicitation_handler) as client:
|
|
result = await client.call_tool("my_tool", {})
|
|
assert result.data == "low,high"
|
|
|
|
|
|
async def test_list_enum_multi_select():
|
|
"""Test list[Enum] for multi-select with enum in dataclass field."""
|
|
|
|
class Priority(Enum):
|
|
LOW = "low"
|
|
MEDIUM = "medium"
|
|
HIGH = "high"
|
|
|
|
@dataclass
|
|
class TaskRequest:
|
|
priorities: list[Priority]
|
|
|
|
schema = get_elicitation_schema(TaskRequest)
|
|
|
|
priorities_schema = schema["properties"]["priorities"]
|
|
assert priorities_schema["type"] == "array"
|
|
assert "items" in priorities_schema
|
|
items_schema = priorities_schema["items"]
|
|
# Should have enum pattern for untitled enums
|
|
assert "enum" in items_schema
|
|
assert items_schema["enum"] == ["low", "medium", "high"]
|
|
|
|
|
|
async def test_list_enum_multi_select_direct():
|
|
"""Test list[Enum] type annotation passed directly to ctx.elicit()."""
|
|
mcp = FastMCP("TestServer")
|
|
|
|
class Priority(Enum):
|
|
LOW = "low"
|
|
MEDIUM = "medium"
|
|
HIGH = "high"
|
|
|
|
@mcp.tool
|
|
async def my_tool(ctx: Context) -> str:
|
|
result = await ctx.elicit(
|
|
"Choose priorities",
|
|
response_type=list[Priority], # Type annotation for multi-select
|
|
)
|
|
if result.action == "accept":
|
|
assert isinstance(result, AcceptedElicitation)
|
|
assert isinstance(result.data, list)
|
|
priorities = result.data
|
|
return ",".join(
|
|
[p.value if isinstance(p, Priority) else str(p) for p in priorities]
|
|
)
|
|
return "declined"
|
|
|
|
async def elicitation_handler(message, response_type, params, ctx):
|
|
# Verify schema has array with enum pattern
|
|
schema = params.requestedSchema
|
|
assert schema["type"] == "object"
|
|
assert "value" in schema["properties"]
|
|
value_schema = schema["properties"]["value"]
|
|
assert value_schema["type"] == "array"
|
|
assert "enum" in value_schema["items"]
|
|
assert value_schema["items"]["enum"] == ["low", "medium", "high"]
|
|
|
|
return ElicitResult(action="accept", content={"value": ["low", "high"]})
|
|
|
|
async with Client(mcp, elicitation_handler=elicitation_handler) as client:
|
|
result = await client.call_tool("my_tool", {})
|
|
assert result.data == "low,high"
|
|
|
|
|
|
async def test_validation_allows_enum_arrays():
|
|
"""Test validation accepts arrays with enum items."""
|
|
schema = {
|
|
"type": "object",
|
|
"properties": {
|
|
"priorities": {
|
|
"type": "array",
|
|
"items": {"enum": ["low", "medium", "high"]},
|
|
}
|
|
},
|
|
}
|
|
validate_elicitation_json_schema(schema) # Should not raise
|
|
|
|
|
|
async def test_validation_allows_enum_arrays_with_anyof():
|
|
"""Test validation accepts arrays with anyOf enum pattern (SEP-1330 compliant)."""
|
|
schema = {
|
|
"type": "object",
|
|
"properties": {
|
|
"priorities": {
|
|
"type": "array",
|
|
"items": {
|
|
"anyOf": [
|
|
{"const": "low", "title": "Low Priority"},
|
|
{"const": "high", "title": "High Priority"},
|
|
]
|
|
},
|
|
}
|
|
},
|
|
}
|
|
validate_elicitation_json_schema(schema) # Should not raise
|
|
|
|
|
|
async def test_validation_rejects_non_enum_arrays():
|
|
"""Test validation still rejects arrays of objects."""
|
|
schema = {
|
|
"type": "object",
|
|
"properties": {
|
|
"users": {
|
|
"type": "array",
|
|
"items": {"type": "object", "properties": {"name": {"type": "string"}}},
|
|
}
|
|
},
|
|
}
|
|
with pytest.raises(TypeError, match="array of objects"):
|
|
validate_elicitation_json_schema(schema)
|
|
|
|
|
|
async def test_validation_rejects_primitive_arrays():
|
|
"""Test validation rejects arrays of primitives without enum pattern."""
|
|
schema = {
|
|
"type": "object",
|
|
"properties": {
|
|
"names": {"type": "array", "items": {"type": "string"}},
|
|
},
|
|
}
|
|
with pytest.raises(TypeError, match="arrays are only allowed"):
|
|
validate_elicitation_json_schema(schema)
|
|
|
|
|
|
class TestElicitationDefaults:
|
|
"""Test suite for default values in elicitation schemas."""
|
|
|
|
def test_string_default_preserved(self):
|
|
"""Test that string defaults are preserved in the schema."""
|
|
|
|
class Model(BaseModel):
|
|
email: str = Field(default="[email protected]")
|
|
|
|
schema = get_elicitation_schema(Model)
|
|
props = schema.get("properties", {})
|
|
|
|
assert "email" in props
|
|
assert "default" in props["email"]
|
|
assert props["email"]["default"] == "[email protected]"
|
|
assert props["email"]["type"] == "string"
|
|
|
|
def test_integer_default_preserved(self):
|
|
"""Test that integer defaults are preserved in the schema."""
|
|
|
|
class Model(BaseModel):
|
|
count: int = Field(default=50)
|
|
|
|
schema = get_elicitation_schema(Model)
|
|
props = schema.get("properties", {})
|
|
|
|
assert "count" in props
|
|
assert "default" in props["count"]
|
|
assert props["count"]["default"] == 50
|
|
assert props["count"]["type"] == "integer"
|
|
|
|
def test_number_default_preserved(self):
|
|
"""Test that number defaults are preserved in the schema."""
|
|
|
|
class Model(BaseModel):
|
|
price: float = Field(default=3.14)
|
|
|
|
schema = get_elicitation_schema(Model)
|
|
props = schema.get("properties", {})
|
|
|
|
assert "price" in props
|
|
assert "default" in props["price"]
|
|
assert props["price"]["default"] == 3.14
|
|
assert props["price"]["type"] == "number"
|
|
|
|
def test_boolean_default_preserved(self):
|
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"""Test that boolean defaults are preserved in the schema."""
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class Model(BaseModel):
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enabled: bool = Field(default=False)
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|
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schema = get_elicitation_schema(Model)
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props = schema.get("properties", {})
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|
|
|
assert "enabled" in props
|
|
assert "default" in props["enabled"]
|
|
assert props["enabled"]["default"] is False
|
|
assert props["enabled"]["type"] == "boolean"
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|
|
|
def test_enum_default_preserved(self):
|
|
"""Test that enum defaults are preserved in the schema."""
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|
|
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class Priority(Enum):
|
|
LOW = "low"
|
|
MEDIUM = "medium"
|
|
HIGH = "high"
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|
|
|
class Model(BaseModel):
|
|
choice: Priority = Field(default=Priority.MEDIUM)
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|
|
|
schema = get_elicitation_schema(Model)
|
|
props = schema.get("properties", {})
|
|
|
|
assert "choice" in props
|
|
assert "default" in props["choice"]
|
|
assert props["choice"]["default"] == "medium"
|
|
assert "enum" in props["choice"]
|
|
assert props["choice"]["type"] == "string"
|
|
|
|
def test_all_defaults_preserved_together(self):
|
|
"""Test that all default types are preserved when used together."""
|
|
|
|
class Priority(Enum):
|
|
A = "A"
|
|
B = "B"
|
|
|
|
class Model(BaseModel):
|
|
string_field: str = Field(default="[email protected]")
|
|
integer_field: int = Field(default=50)
|
|
number_field: float = Field(default=3.14)
|
|
boolean_field: bool = Field(default=False)
|
|
enum_field: Priority = Field(default=Priority.A)
|
|
|
|
schema = get_elicitation_schema(Model)
|
|
props = schema.get("properties", {})
|
|
|
|
assert props["string_field"]["default"] == "[email protected]"
|
|
assert props["integer_field"]["default"] == 50
|
|
assert props["number_field"]["default"] == 3.14
|
|
assert props["boolean_field"]["default"] is False
|
|
assert props["enum_field"]["default"] == "A"
|
|
|
|
def test_mixed_defaults_and_required(self):
|
|
"""Test that fields with defaults are not in required list."""
|
|
|
|
class Model(BaseModel):
|
|
required_field: str = Field(description="Required field")
|
|
optional_with_default: int = Field(default=42)
|
|
|
|
schema = get_elicitation_schema(Model)
|
|
props = schema.get("properties", {})
|
|
required = schema.get("required", [])
|
|
|
|
assert "required_field" in required
|
|
assert "optional_with_default" not in required
|
|
assert props["optional_with_default"]["default"] == 42
|
|
|
|
def test_compress_schema_preserves_defaults(self):
|
|
"""Test that compress_schema() doesn't strip default values."""
|
|
|
|
class Model(BaseModel):
|
|
string_field: str = Field(default="test")
|
|
integer_field: int = Field(default=42)
|
|
|
|
schema = get_elicitation_schema(Model)
|
|
props = schema.get("properties", {})
|
|
|
|
assert "default" in props["string_field"]
|
|
assert "default" in props["integer_field"]
|