Rename FastMCP to MCPServer (#1951)
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1 changed files with 713 additions and 693 deletions
680
tests/server/mcpserver/test_integration.py
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680
tests/server/mcpserver/test_integration.py
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"""Integration tests for MCPServer server functionality.
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These tests validate the proper functioning of MCPServer features using focused,
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single-feature servers across different transports (SSE and StreamableHTTP).
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"""
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# TODO(Marcelo): The `examples` package is not being imported as package. We need to solve this.
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# pyright: reportUnknownMemberType=false
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# pyright: reportMissingImports=false
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# pyright: reportUnknownVariableType=false
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# pyright: reportUnknownArgumentType=false
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import json
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import multiprocessing
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import socket
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from collections.abc import Generator
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import pytest
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import uvicorn
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from anyio.streams.memory import MemoryObjectReceiveStream, MemoryObjectSendStream
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from inline_snapshot import snapshot
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from examples.snippets.servers import (
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basic_prompt,
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basic_resource,
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basic_tool,
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completion,
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elicitation,
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mcpserver_quickstart,
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notifications,
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sampling,
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structured_output,
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tool_progress,
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)
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from mcp.client.session import ClientSession
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from mcp.client.sse import sse_client
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from mcp.client.streamable_http import GetSessionIdCallback, streamable_http_client
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from mcp.shared.context import RequestContext
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from mcp.shared.message import SessionMessage
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from mcp.shared.session import RequestResponder
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from mcp.types import (
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ClientResult,
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CreateMessageRequestParams,
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CreateMessageResult,
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ElicitRequestParams,
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ElicitResult,
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GetPromptResult,
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InitializeResult,
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LoggingMessageNotification,
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LoggingMessageNotificationParams,
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NotificationParams,
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ProgressNotification,
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ProgressNotificationParams,
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PromptReference,
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ReadResourceResult,
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ResourceListChangedNotification,
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ResourceTemplateReference,
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ServerNotification,
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ServerRequest,
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TextContent,
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TextResourceContents,
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ToolListChangedNotification,
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)
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from tests.test_helpers import wait_for_server
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class NotificationCollector:
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"""Collects notifications from the server for testing."""
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def __init__(self):
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self.progress_notifications: list[ProgressNotificationParams] = []
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self.log_messages: list[LoggingMessageNotificationParams] = []
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self.resource_notifications: list[NotificationParams | None] = []
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self.tool_notifications: list[NotificationParams | None] = []
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async def handle_generic_notification(
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self, message: RequestResponder[ServerRequest, ClientResult] | ServerNotification | Exception
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) -> None:
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"""Handle any server notification and route to appropriate handler."""
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if isinstance(message, ServerNotification): # pragma: no branch
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if isinstance(message, ProgressNotification):
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self.progress_notifications.append(message.params)
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elif isinstance(message, LoggingMessageNotification):
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self.log_messages.append(message.params)
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elif isinstance(message, ResourceListChangedNotification):
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self.resource_notifications.append(message.params)
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elif isinstance(message, ToolListChangedNotification): # pragma: no cover
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self.tool_notifications.append(message.params)
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# Common fixtures
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@pytest.fixture
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def server_port() -> int:
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"""Get a free port for testing."""
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with socket.socket() as s:
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s.bind(("127.0.0.1", 0))
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return s.getsockname()[1]
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@pytest.fixture
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def server_url(server_port: int) -> str:
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"""Get the server URL for testing."""
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return f"http://127.0.0.1:{server_port}"
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def run_server_with_transport(module_name: str, port: int, transport: str) -> None: # pragma: no cover
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"""Run server with specified transport."""
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# Get the MCP instance based on module name
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if module_name == "basic_tool":
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mcp = basic_tool.mcp
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elif module_name == "basic_resource":
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mcp = basic_resource.mcp
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elif module_name == "basic_prompt":
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mcp = basic_prompt.mcp
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elif module_name == "tool_progress":
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mcp = tool_progress.mcp
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elif module_name == "sampling":
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mcp = sampling.mcp
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elif module_name == "elicitation":
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mcp = elicitation.mcp
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elif module_name == "completion":
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mcp = completion.mcp
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elif module_name == "notifications":
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mcp = notifications.mcp
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elif module_name == "mcpserver_quickstart":
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mcp = mcpserver_quickstart.mcp
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elif module_name == "structured_output":
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mcp = structured_output.mcp
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else:
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raise ImportError(f"Unknown module: {module_name}")
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# Create app based on transport type
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if transport == "sse":
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app = mcp.sse_app()
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elif transport == "streamable-http":
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app = mcp.streamable_http_app()
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else:
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raise ValueError(f"Invalid transport for test server: {transport}")
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server = uvicorn.Server(config=uvicorn.Config(app=app, host="127.0.0.1", port=port, log_level="error"))
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print(f"Starting {transport} server on port {port}")
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server.run()
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@pytest.fixture
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def server_transport(request: pytest.FixtureRequest, server_port: int) -> Generator[str, None, None]:
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"""Start server in a separate process with specified MCP instance and transport.
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Args:
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request: pytest request with param tuple of (module_name, transport)
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server_port: Port to run the server on
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Yields:
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str: The transport type ('sse' or 'streamable_http')
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"""
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module_name, transport = request.param
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proc = multiprocessing.Process(
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target=run_server_with_transport,
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args=(module_name, server_port, transport),
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daemon=True,
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)
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proc.start()
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# Wait for server to be ready
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wait_for_server(server_port)
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yield transport
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proc.kill()
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proc.join(timeout=2)
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if proc.is_alive(): # pragma: no cover
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print("Server process failed to terminate")
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# Helper function to create client based on transport
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def create_client_for_transport(transport: str, server_url: str):
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"""Create the appropriate client context manager based on transport type."""
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if transport == "sse":
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endpoint = f"{server_url}/sse"
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return sse_client(endpoint)
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elif transport == "streamable-http":
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endpoint = f"{server_url}/mcp"
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return streamable_http_client(endpoint)
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else: # pragma: no cover
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raise ValueError(f"Invalid transport: {transport}")
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def unpack_streams(
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client_streams: tuple[MemoryObjectReceiveStream[SessionMessage | Exception], MemoryObjectSendStream[SessionMessage]]
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| tuple[
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MemoryObjectReceiveStream[SessionMessage | Exception],
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MemoryObjectSendStream[SessionMessage],
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GetSessionIdCallback,
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],
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):
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"""Unpack client streams handling different return values from SSE vs StreamableHTTP.
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SSE client returns (read_stream, write_stream)
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StreamableHTTP client returns (read_stream, write_stream, session_id_callback)
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Args:
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client_streams: Tuple from client context manager
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Returns:
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Tuple of (read_stream, write_stream)
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"""
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if len(client_streams) == 2:
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return client_streams
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else:
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read_stream, write_stream, _ = client_streams
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return read_stream, write_stream
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# Callback functions for testing
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async def sampling_callback(
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context: RequestContext[ClientSession, None], params: CreateMessageRequestParams
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) -> CreateMessageResult:
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"""Sampling callback for tests."""
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return CreateMessageResult(
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role="assistant",
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content=TextContent(
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type="text",
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text="This is a simulated LLM response for testing",
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),
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model="test-model",
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)
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async def elicitation_callback(context: RequestContext[ClientSession, None], params: ElicitRequestParams):
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"""Elicitation callback for tests."""
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# For restaurant booking test
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if "No tables available" in params.message:
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return ElicitResult(
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action="accept",
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content={"checkAlternative": True, "alternativeDate": "2024-12-26"},
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)
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else: # pragma: no cover
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return ElicitResult(action="decline")
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# Test basic tools
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@pytest.mark.anyio
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@pytest.mark.parametrize(
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"server_transport",
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[
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("basic_tool", "sse"),
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("basic_tool", "streamable-http"),
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],
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indirect=True,
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)
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async def test_basic_tools(server_transport: str, server_url: str) -> None:
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"""Test basic tool functionality."""
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transport = server_transport
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client_cm = create_client_for_transport(transport, server_url)
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async with client_cm as client_streams:
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read_stream, write_stream = unpack_streams(client_streams)
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async with ClientSession(read_stream, write_stream) as session:
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# Test initialization
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result = await session.initialize()
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assert isinstance(result, InitializeResult)
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assert result.server_info.name == "Tool Example"
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assert result.capabilities.tools is not None
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# Test sum tool
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tool_result = await session.call_tool("sum", {"a": 5, "b": 3})
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assert len(tool_result.content) == 1
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assert isinstance(tool_result.content[0], TextContent)
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assert tool_result.content[0].text == "8"
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# Test weather tool
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weather_result = await session.call_tool("get_weather", {"city": "London"})
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assert len(weather_result.content) == 1
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assert isinstance(weather_result.content[0], TextContent)
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assert "Weather in London: 22degreesC" in weather_result.content[0].text
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# Test resources
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@pytest.mark.anyio
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@pytest.mark.parametrize(
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"server_transport",
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[
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("basic_resource", "sse"),
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("basic_resource", "streamable-http"),
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],
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indirect=True,
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)
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async def test_basic_resources(server_transport: str, server_url: str) -> None:
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"""Test basic resource functionality."""
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transport = server_transport
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client_cm = create_client_for_transport(transport, server_url)
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async with client_cm as client_streams:
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read_stream, write_stream = unpack_streams(client_streams)
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async with ClientSession(read_stream, write_stream) as session:
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# Test initialization
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result = await session.initialize()
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assert isinstance(result, InitializeResult)
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assert result.server_info.name == "Resource Example"
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assert result.capabilities.resources is not None
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# Test document resource
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doc_content = await session.read_resource("file://documents/readme")
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assert isinstance(doc_content, ReadResourceResult)
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assert len(doc_content.contents) == 1
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assert isinstance(doc_content.contents[0], TextResourceContents)
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assert "Content of readme" in doc_content.contents[0].text
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# Test settings resource
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settings_content = await session.read_resource("config://settings")
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assert isinstance(settings_content, ReadResourceResult)
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assert len(settings_content.contents) == 1
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assert isinstance(settings_content.contents[0], TextResourceContents)
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settings_json = json.loads(settings_content.contents[0].text)
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assert settings_json["theme"] == "dark"
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assert settings_json["language"] == "en"
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# Test prompts
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@pytest.mark.anyio
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@pytest.mark.parametrize(
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"server_transport",
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[
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("basic_prompt", "sse"),
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("basic_prompt", "streamable-http"),
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],
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indirect=True,
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)
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async def test_basic_prompts(server_transport: str, server_url: str) -> None:
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"""Test basic prompt functionality."""
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transport = server_transport
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client_cm = create_client_for_transport(transport, server_url)
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async with client_cm as client_streams:
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read_stream, write_stream = unpack_streams(client_streams)
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async with ClientSession(read_stream, write_stream) as session:
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# Test initialization
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result = await session.initialize()
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assert isinstance(result, InitializeResult)
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assert result.server_info.name == "Prompt Example"
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assert result.capabilities.prompts is not None
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# Test review_code prompt
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prompts = await session.list_prompts()
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review_prompt = next((p for p in prompts.prompts if p.name == "review_code"), None)
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assert review_prompt is not None
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prompt_result = await session.get_prompt("review_code", {"code": "def hello():\n print('Hello')"})
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assert isinstance(prompt_result, GetPromptResult)
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assert len(prompt_result.messages) == 1
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assert isinstance(prompt_result.messages[0].content, TextContent)
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assert "Please review this code:" in prompt_result.messages[0].content.text
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assert "def hello():" in prompt_result.messages[0].content.text
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# Test debug_error prompt
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debug_result = await session.get_prompt(
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"debug_error", {"error": "TypeError: 'NoneType' object is not subscriptable"}
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)
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assert isinstance(debug_result, GetPromptResult)
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assert len(debug_result.messages) == 3
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assert debug_result.messages[0].role == "user"
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assert isinstance(debug_result.messages[0].content, TextContent)
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assert "I'm seeing this error:" in debug_result.messages[0].content.text
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assert debug_result.messages[1].role == "user"
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assert isinstance(debug_result.messages[1].content, TextContent)
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assert "TypeError" in debug_result.messages[1].content.text
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assert debug_result.messages[2].role == "assistant"
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assert isinstance(debug_result.messages[2].content, TextContent)
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assert "I'll help debug that" in debug_result.messages[2].content.text
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# Test progress reporting
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@pytest.mark.anyio
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@pytest.mark.parametrize(
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"server_transport",
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[
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("tool_progress", "sse"),
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("tool_progress", "streamable-http"),
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],
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indirect=True,
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)
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async def test_tool_progress(server_transport: str, server_url: str) -> None:
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"""Test tool progress reporting."""
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transport = server_transport
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collector = NotificationCollector()
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async def message_handler(message: RequestResponder[ServerRequest, ClientResult] | ServerNotification | Exception):
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await collector.handle_generic_notification(message)
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if isinstance(message, Exception): # pragma: no cover
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raise message
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client_cm = create_client_for_transport(transport, server_url)
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async with client_cm as client_streams:
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read_stream, write_stream = unpack_streams(client_streams)
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async with ClientSession(read_stream, write_stream, message_handler=message_handler) as session:
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# Test initialization
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result = await session.initialize()
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assert isinstance(result, InitializeResult)
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assert result.server_info.name == "Progress Example"
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# Test progress callback
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progress_updates = []
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async def progress_callback(progress: float, total: float | None, message: str | None) -> None:
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progress_updates.append((progress, total, message))
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# Call tool with progress
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steps = 3
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tool_result = await session.call_tool(
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"long_running_task",
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{"task_name": "Test Task", "steps": steps},
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progress_callback=progress_callback,
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)
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assert tool_result.content == snapshot([TextContent(text="Task 'Test Task' completed")])
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# Verify progress updates
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assert len(progress_updates) == steps
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for i, (progress, total, message) in enumerate(progress_updates):
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expected_progress = (i + 1) / steps
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assert abs(progress - expected_progress) < 0.01
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assert total == 1.0
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assert f"Step {i + 1}/{steps}" in message
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# Verify log messages
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assert len(collector.log_messages) > 0
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# Test sampling
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@pytest.mark.anyio
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@pytest.mark.parametrize(
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"server_transport",
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[
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("sampling", "sse"),
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("sampling", "streamable-http"),
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],
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indirect=True,
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)
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async def test_sampling(server_transport: str, server_url: str) -> None:
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"""Test sampling (LLM interaction) functionality."""
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transport = server_transport
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client_cm = create_client_for_transport(transport, server_url)
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async with client_cm as client_streams:
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read_stream, write_stream = unpack_streams(client_streams)
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async with ClientSession(read_stream, write_stream, sampling_callback=sampling_callback) as session:
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# Test initialization
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result = await session.initialize()
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assert isinstance(result, InitializeResult)
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assert result.server_info.name == "Sampling Example"
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assert result.capabilities.tools is not None
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# Test sampling tool
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sampling_result = await session.call_tool("generate_poem", {"topic": "nature"})
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assert len(sampling_result.content) == 1
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assert isinstance(sampling_result.content[0], TextContent)
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assert "This is a simulated LLM response" in sampling_result.content[0].text
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# Test elicitation
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@pytest.mark.anyio
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@pytest.mark.parametrize(
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"server_transport",
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[
|
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("elicitation", "sse"),
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("elicitation", "streamable-http"),
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],
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indirect=True,
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)
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async def test_elicitation(server_transport: str, server_url: str) -> None:
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"""Test elicitation (user interaction) functionality."""
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transport = server_transport
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client_cm = create_client_for_transport(transport, server_url)
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async with client_cm as client_streams:
|
||||
read_stream, write_stream = unpack_streams(client_streams)
|
||||
async with ClientSession(read_stream, write_stream, elicitation_callback=elicitation_callback) as session:
|
||||
# Test initialization
|
||||
result = await session.initialize()
|
||||
assert isinstance(result, InitializeResult)
|
||||
assert result.server_info.name == "Elicitation Example"
|
||||
|
||||
# Test booking with unavailable date (triggers elicitation)
|
||||
booking_result = await session.call_tool(
|
||||
"book_table",
|
||||
{
|
||||
"date": "2024-12-25", # Unavailable date
|
||||
"time": "19:00",
|
||||
"party_size": 4,
|
||||
},
|
||||
)
|
||||
assert len(booking_result.content) == 1
|
||||
assert isinstance(booking_result.content[0], TextContent)
|
||||
assert "[SUCCESS] Booked for 2024-12-26" in booking_result.content[0].text
|
||||
|
||||
# Test booking with available date (no elicitation)
|
||||
booking_result = await session.call_tool(
|
||||
"book_table",
|
||||
{
|
||||
"date": "2024-12-20", # Available date
|
||||
"time": "20:00",
|
||||
"party_size": 2,
|
||||
},
|
||||
)
|
||||
assert len(booking_result.content) == 1
|
||||
assert isinstance(booking_result.content[0], TextContent)
|
||||
assert "[SUCCESS] Booked for 2024-12-20 at 20:00" in booking_result.content[0].text
|
||||
|
||||
|
||||
# Test notifications
|
||||
@pytest.mark.anyio
|
||||
@pytest.mark.parametrize(
|
||||
"server_transport",
|
||||
[
|
||||
("notifications", "sse"),
|
||||
("notifications", "streamable-http"),
|
||||
],
|
||||
indirect=True,
|
||||
)
|
||||
async def test_notifications(server_transport: str, server_url: str) -> None:
|
||||
"""Test notifications and logging functionality."""
|
||||
transport = server_transport
|
||||
collector = NotificationCollector()
|
||||
|
||||
async def message_handler(message: RequestResponder[ServerRequest, ClientResult] | ServerNotification | Exception):
|
||||
await collector.handle_generic_notification(message)
|
||||
if isinstance(message, Exception): # pragma: no cover
|
||||
raise message
|
||||
|
||||
client_cm = create_client_for_transport(transport, server_url)
|
||||
|
||||
async with client_cm as client_streams:
|
||||
read_stream, write_stream = unpack_streams(client_streams)
|
||||
async with ClientSession(read_stream, write_stream, message_handler=message_handler) as session:
|
||||
# Test initialization
|
||||
result = await session.initialize()
|
||||
assert isinstance(result, InitializeResult)
|
||||
assert result.server_info.name == "Notifications Example"
|
||||
|
||||
# Call tool that generates notifications
|
||||
tool_result = await session.call_tool("process_data", {"data": "test_data"})
|
||||
assert len(tool_result.content) == 1
|
||||
assert isinstance(tool_result.content[0], TextContent)
|
||||
assert "Processed: test_data" in tool_result.content[0].text
|
||||
|
||||
# Verify log messages at different levels
|
||||
assert len(collector.log_messages) >= 4
|
||||
log_levels = {msg.level for msg in collector.log_messages}
|
||||
assert "debug" in log_levels
|
||||
assert "info" in log_levels
|
||||
assert "warning" in log_levels
|
||||
assert "error" in log_levels
|
||||
|
||||
# Verify resource list changed notification
|
||||
assert len(collector.resource_notifications) > 0
|
||||
|
||||
|
||||
# Test completion
|
||||
@pytest.mark.anyio
|
||||
@pytest.mark.parametrize(
|
||||
"server_transport",
|
||||
[
|
||||
("completion", "sse"),
|
||||
("completion", "streamable-http"),
|
||||
],
|
||||
indirect=True,
|
||||
)
|
||||
async def test_completion(server_transport: str, server_url: str) -> None:
|
||||
"""Test completion (autocomplete) functionality."""
|
||||
transport = server_transport
|
||||
client_cm = create_client_for_transport(transport, server_url)
|
||||
|
||||
async with client_cm as client_streams:
|
||||
read_stream, write_stream = unpack_streams(client_streams)
|
||||
async with ClientSession(read_stream, write_stream) as session:
|
||||
# Test initialization
|
||||
result = await session.initialize()
|
||||
assert isinstance(result, InitializeResult)
|
||||
assert result.server_info.name == "Example"
|
||||
assert result.capabilities.resources is not None
|
||||
assert result.capabilities.prompts is not None
|
||||
|
||||
# Test resource completion
|
||||
completion_result = await session.complete(
|
||||
ref=ResourceTemplateReference(type="ref/resource", uri="github://repos/{owner}/{repo}"),
|
||||
argument={"name": "repo", "value": ""},
|
||||
context_arguments={"owner": "modelcontextprotocol"},
|
||||
)
|
||||
|
||||
assert completion_result is not None
|
||||
assert hasattr(completion_result, "completion")
|
||||
assert completion_result.completion is not None
|
||||
assert len(completion_result.completion.values) == 3
|
||||
assert "python-sdk" in completion_result.completion.values
|
||||
assert "typescript-sdk" in completion_result.completion.values
|
||||
assert "specification" in completion_result.completion.values
|
||||
|
||||
# Test prompt completion
|
||||
completion_result = await session.complete(
|
||||
ref=PromptReference(type="ref/prompt", name="review_code"),
|
||||
argument={"name": "language", "value": "py"},
|
||||
)
|
||||
|
||||
assert completion_result is not None
|
||||
assert hasattr(completion_result, "completion")
|
||||
assert completion_result.completion is not None
|
||||
assert "python" in completion_result.completion.values
|
||||
assert all(lang.startswith("py") for lang in completion_result.completion.values)
|
||||
|
||||
|
||||
# Test MCPServer quickstart example
|
||||
@pytest.mark.anyio
|
||||
@pytest.mark.parametrize(
|
||||
"server_transport",
|
||||
[
|
||||
("mcpserver_quickstart", "sse"),
|
||||
("mcpserver_quickstart", "streamable-http"),
|
||||
],
|
||||
indirect=True,
|
||||
)
|
||||
async def test_mcpserver_quickstart(server_transport: str, server_url: str) -> None:
|
||||
"""Test MCPServer quickstart example."""
|
||||
transport = server_transport
|
||||
client_cm = create_client_for_transport(transport, server_url)
|
||||
|
||||
async with client_cm as client_streams:
|
||||
read_stream, write_stream = unpack_streams(client_streams)
|
||||
async with ClientSession(read_stream, write_stream) as session:
|
||||
# Test initialization
|
||||
result = await session.initialize()
|
||||
assert isinstance(result, InitializeResult)
|
||||
assert result.server_info.name == "Demo"
|
||||
|
||||
# Test add tool
|
||||
tool_result = await session.call_tool("add", {"a": 10, "b": 20})
|
||||
assert len(tool_result.content) == 1
|
||||
assert isinstance(tool_result.content[0], TextContent)
|
||||
assert tool_result.content[0].text == "30"
|
||||
|
||||
# Test greeting resource directly
|
||||
resource_result = await session.read_resource("greeting://Alice")
|
||||
assert len(resource_result.contents) == 1
|
||||
assert isinstance(resource_result.contents[0], TextResourceContents)
|
||||
assert resource_result.contents[0].text == "Hello, Alice!"
|
||||
|
||||
|
||||
# Test structured output example
|
||||
@pytest.mark.anyio
|
||||
@pytest.mark.parametrize(
|
||||
"server_transport",
|
||||
[
|
||||
("structured_output", "sse"),
|
||||
("structured_output", "streamable-http"),
|
||||
],
|
||||
indirect=True,
|
||||
)
|
||||
async def test_structured_output(server_transport: str, server_url: str) -> None:
|
||||
"""Test structured output functionality."""
|
||||
transport = server_transport
|
||||
client_cm = create_client_for_transport(transport, server_url)
|
||||
|
||||
async with client_cm as client_streams:
|
||||
read_stream, write_stream = unpack_streams(client_streams)
|
||||
async with ClientSession(read_stream, write_stream) as session:
|
||||
# Test initialization
|
||||
result = await session.initialize()
|
||||
assert isinstance(result, InitializeResult)
|
||||
assert result.server_info.name == "Structured Output Example"
|
||||
|
||||
# Test get_weather tool
|
||||
weather_result = await session.call_tool("get_weather", {"city": "New York"})
|
||||
assert len(weather_result.content) == 1
|
||||
assert isinstance(weather_result.content[0], TextContent)
|
||||
|
||||
# Check that the result contains expected weather data
|
||||
result_text = weather_result.content[0].text
|
||||
assert "22.5" in result_text # temperature
|
||||
assert "sunny" in result_text # condition
|
||||
assert "45" in result_text # humidity
|
||||
assert "5.2" in result_text # wind_speed
|
||||
Loading…
Reference in a new issue