dify/api/core/mcp/client/streamable_client.py
2025-05-27 13:14:51 +08:00

481 lines
18 KiB
Python

"""
StreamableHTTP Client Transport Module
This module implements the StreamableHTTP transport for MCP clients,
providing support for HTTP POST requests with optional SSE streaming responses
and session management.
"""
import logging
import queue
from collections.abc import Callable, Generator
from concurrent.futures import ThreadPoolExecutor
from contextlib import contextmanager
from dataclasses import dataclass
from datetime import timedelta
from typing import Any, cast
import httpx
from httpx_sse import EventSource, ServerSentEvent
from core.helper.ssrf_proxy import create_ssrf_proxy_mcp_http_client, ssrf_proxy_sse_connect
from core.mcp.types import (
ClientMessageMetadata,
ErrorData,
JSONRPCError,
JSONRPCMessage,
JSONRPCNotification,
JSONRPCRequest,
JSONRPCResponse,
RequestId,
SessionMessage,
)
logger = logging.getLogger(__name__)
SessionMessageOrError = SessionMessage | Exception | None
# Queue types with clearer names for their roles
ServerToClientQueue = queue.Queue[SessionMessageOrError] # Server to client messages
ClientToServerQueue = queue.Queue[SessionMessage | None] # Client to server messages
GetSessionIdCallback = Callable[[], str | None]
MCP_SESSION_ID = "mcp-session-id"
LAST_EVENT_ID = "last-event-id"
CONTENT_TYPE = "content-type"
ACCEPT = "Accept"
JSON = "application/json"
SSE = "text/event-stream"
DEFAULT_QUEUE_READ_TIMEOUT = 3
class StreamableHTTPError(Exception):
"""Base exception for StreamableHTTP transport errors."""
pass
class ResumptionError(StreamableHTTPError):
"""Raised when resumption request is invalid."""
pass
@dataclass
class RequestContext:
"""Context for a request operation."""
client: httpx.Client
headers: dict[str, str]
session_id: str | None
session_message: SessionMessage
metadata: ClientMessageMetadata | None
server_to_client_queue: ServerToClientQueue # Renamed for clarity
sse_read_timeout: timedelta
class StreamableHTTPTransport:
"""StreamableHTTP client transport implementation."""
def __init__(
self,
url: str,
headers: dict[str, Any] | None = None,
timeout: timedelta = timedelta(seconds=30),
sse_read_timeout: timedelta = timedelta(seconds=60 * 5),
) -> None:
"""Initialize the StreamableHTTP transport.
Args:
url: The endpoint URL.
headers: Optional headers to include in requests.
timeout: HTTP timeout for regular operations.
sse_read_timeout: Timeout for SSE read operations.
"""
self.url = url
self.headers = headers or {}
self.timeout = timeout
self.sse_read_timeout = sse_read_timeout
self.session_id: str | None = None
self.request_headers = {
ACCEPT: f"{JSON}, {SSE}",
CONTENT_TYPE: JSON,
**self.headers,
}
def _update_headers_with_session(self, base_headers: dict[str, str]) -> dict[str, str]:
"""Update headers with session ID if available."""
headers = base_headers.copy()
if self.session_id:
headers[MCP_SESSION_ID] = self.session_id
return headers
def _is_initialization_request(self, message: JSONRPCMessage) -> bool:
"""Check if the message is an initialization request."""
return isinstance(message.root, JSONRPCRequest) and message.root.method == "initialize"
def _is_initialized_notification(self, message: JSONRPCMessage) -> bool:
"""Check if the message is an initialized notification."""
return isinstance(message.root, JSONRPCNotification) and message.root.method == "notifications/initialized"
def _maybe_extract_session_id_from_response(
self,
response: httpx.Response,
) -> None:
"""Extract and store session ID from response headers."""
new_session_id = response.headers.get(MCP_SESSION_ID)
if new_session_id:
self.session_id = new_session_id
logger.info(f"Received session ID: {self.session_id}")
def _handle_sse_event(
self,
sse: ServerSentEvent,
server_to_client_queue: ServerToClientQueue,
original_request_id: RequestId | None = None,
resumption_callback: Callable[[str], None] | None = None,
) -> bool:
"""Handle an SSE event, returning True if the response is complete."""
if sse.event == "message":
try:
message = JSONRPCMessage.model_validate_json(sse.data)
logger.debug(f"SSE message: {message}")
# If this is a response and we have original_request_id, replace it
if original_request_id is not None and isinstance(message.root, JSONRPCResponse | JSONRPCError):
message.root.id = original_request_id
session_message = SessionMessage(message)
# Put message in queue that goes to client
server_to_client_queue.put(session_message)
# Call resumption token callback if we have an ID
if sse.id and resumption_callback:
resumption_callback(sse.id)
# If this is a response or error return True indicating completion
# Otherwise, return False to continue listening
return isinstance(message.root, JSONRPCResponse | JSONRPCError)
except Exception as exc:
# Put exception in queue that goes to client
server_to_client_queue.put(exc)
return False
elif sse.event == "ping":
logger.debug("Received ping event")
return False
else:
logger.warning(f"Unknown SSE event: {sse.event}")
return False
def handle_get_stream(
self,
client: httpx.Client,
server_to_client_queue: ServerToClientQueue,
) -> None:
"""Handle GET stream for server-initiated messages."""
try:
if not self.session_id:
return
headers = self._update_headers_with_session(self.request_headers)
with ssrf_proxy_sse_connect(
self.url,
2,
headers=headers,
timeout=httpx.Timeout(self.timeout.seconds, read=self.sse_read_timeout.seconds),
client=client,
method="GET",
) as event_source:
event_source.response.raise_for_status()
logger.debug("GET SSE connection established")
for sse in event_source.iter_sse():
self._handle_sse_event(sse, server_to_client_queue)
except Exception as exc:
logger.debug(f"GET stream error (non-fatal): {exc}")
def _handle_resumption_request(self, ctx: RequestContext) -> None:
"""Handle a resumption request using GET with SSE."""
headers = self._update_headers_with_session(ctx.headers)
if ctx.metadata and ctx.metadata.resumption_token:
headers[LAST_EVENT_ID] = ctx.metadata.resumption_token
else:
raise ResumptionError("Resumption request requires a resumption token")
# Extract original request ID to map responses
original_request_id = None
if isinstance(ctx.session_message.message.root, JSONRPCRequest):
original_request_id = ctx.session_message.message.root.id
with ssrf_proxy_sse_connect(
self.url,
2,
headers=headers,
timeout=httpx.Timeout(self.timeout.seconds, read=ctx.sse_read_timeout.seconds),
client=ctx.client,
method="GET",
) as event_source:
event_source.response.raise_for_status()
logger.debug("Resumption GET SSE connection established")
for sse in event_source.iter_sse():
is_complete = self._handle_sse_event(
sse,
ctx.server_to_client_queue,
original_request_id,
ctx.metadata.on_resumption_token_update if ctx.metadata else None,
)
if is_complete:
break
def _handle_post_request(self, ctx: RequestContext) -> None:
"""Handle a POST request with response processing."""
headers = self._update_headers_with_session(ctx.headers)
message = ctx.session_message.message
is_initialization = self._is_initialization_request(message)
with ctx.client.stream(
"POST",
self.url,
json=message.model_dump(by_alias=True, mode="json", exclude_none=True),
headers=headers,
) as response:
if response.status_code == 202:
logger.debug("Received 202 Accepted")
return
if response.status_code == 404:
if isinstance(message.root, JSONRPCRequest):
self._send_session_terminated_error(
ctx.server_to_client_queue,
message.root.id,
)
return
response.raise_for_status()
if is_initialization:
self._maybe_extract_session_id_from_response(response)
content_type = cast(str, response.headers.get(CONTENT_TYPE, "").lower())
if content_type.startswith(JSON):
self._handle_json_response(response, ctx.server_to_client_queue)
elif content_type.startswith(SSE):
self._handle_sse_response(response, ctx)
else:
self._handle_unexpected_content_type(
content_type,
ctx.server_to_client_queue,
)
def _handle_json_response(
self,
response: httpx.Response,
server_to_client_queue: ServerToClientQueue,
) -> None:
"""Handle JSON response from the server."""
try:
content = response.read()
message = JSONRPCMessage.model_validate_json(content)
session_message = SessionMessage(message)
server_to_client_queue.put(session_message)
except Exception as exc:
server_to_client_queue.put(exc)
def _handle_sse_response(self, response: httpx.Response, ctx: RequestContext) -> None:
"""Handle SSE response from the server."""
try:
event_source = EventSource(response)
for sse in event_source.iter_sse():
is_complete = self._handle_sse_event(
sse,
ctx.server_to_client_queue,
resumption_callback=(ctx.metadata.on_resumption_token_update if ctx.metadata else None),
)
if is_complete:
break
except Exception as e:
ctx.server_to_client_queue.put(e)
def _handle_unexpected_content_type(
self,
content_type: str,
server_to_client_queue: ServerToClientQueue,
) -> None:
"""Handle unexpected content type in response."""
error_msg = f"Unexpected content type: {content_type}"
logger.error(error_msg)
server_to_client_queue.put(ValueError(error_msg))
def _send_session_terminated_error(
self,
server_to_client_queue: ServerToClientQueue,
request_id: RequestId,
) -> None:
"""Send a session terminated error response."""
jsonrpc_error = JSONRPCError(
jsonrpc="2.0",
id=request_id,
error=ErrorData(code=32600, message="Session terminated"),
)
session_message = SessionMessage(JSONRPCMessage(jsonrpc_error))
server_to_client_queue.put(session_message)
def post_writer(
self,
client: httpx.Client,
client_to_server_queue: ClientToServerQueue,
server_to_client_queue: ServerToClientQueue,
start_get_stream: Callable[[], None],
) -> None:
"""Handle writing requests to the server.
This method processes messages from the client_to_server_queue and sends them to the server.
Responses are written to the server_to_client_queue.
"""
while True:
try:
# Read message from client queue with timeout to check stop_event periodically
session_message = client_to_server_queue.get(timeout=DEFAULT_QUEUE_READ_TIMEOUT)
if session_message is None:
break
message = session_message.message
metadata = (
session_message.metadata if isinstance(session_message.metadata, ClientMessageMetadata) else None
)
# Check if this is a resumption request
is_resumption = bool(metadata and metadata.resumption_token)
logger.debug(f"Sending client message: {message}")
# Handle initialized notification
if self._is_initialized_notification(message):
start_get_stream()
ctx = RequestContext(
client=client,
headers=self.request_headers,
session_id=self.session_id,
session_message=session_message,
metadata=metadata,
server_to_client_queue=server_to_client_queue, # Queue to write responses to client
sse_read_timeout=self.sse_read_timeout,
)
if is_resumption:
self._handle_resumption_request(ctx)
else:
self._handle_post_request(ctx)
except queue.Empty:
continue
except Exception as exc:
server_to_client_queue.put(exc)
def terminate_session(self, client: httpx.Client) -> None:
"""Terminate the session by sending a DELETE request."""
if not self.session_id:
return
try:
headers = self._update_headers_with_session(self.request_headers)
response = client.delete(self.url, headers=headers)
if response.status_code == 405:
logger.debug("Server does not allow session termination")
elif response.status_code != 200:
logger.warning(f"Session termination failed: {response.status_code}")
except Exception as exc:
logger.warning(f"Session termination failed: {exc}")
def get_session_id(self) -> str | None:
"""Get the current session ID."""
return self.session_id
@contextmanager
def streamablehttp_client(
url: str,
headers: dict[str, Any] | None = None,
timeout: timedelta = timedelta(seconds=30),
sse_read_timeout: timedelta = timedelta(seconds=60 * 5),
terminate_on_close: bool = True,
) -> Generator[
tuple[
ServerToClientQueue, # Queue for receiving messages FROM server
ClientToServerQueue, # Queue for sending messages TO server
GetSessionIdCallback,
],
None,
None,
]:
"""
Client transport for StreamableHTTP.
`sse_read_timeout` determines how long (in seconds) the client will wait for a new
event before disconnecting. All other HTTP operations are controlled by `timeout`.
Yields:
Tuple containing:
- server_to_client_queue: Queue for reading messages FROM the server
- client_to_server_queue: Queue for sending messages TO the server
- get_session_id_callback: Function to retrieve the current session ID
"""
transport = StreamableHTTPTransport(url, headers, timeout, sse_read_timeout)
# Create queues with clear directional meaning
server_to_client_queue = queue.Queue() # For messages FROM server TO client
client_to_server_queue = queue.Queue() # For messages FROM client TO server
with ThreadPoolExecutor(max_workers=2) as executor:
try:
logger.info(f"Connecting to StreamableHTTP endpoint: {url}")
with create_ssrf_proxy_mcp_http_client(
headers=transport.request_headers,
timeout=httpx.Timeout(transport.timeout.seconds, read=transport.sse_read_timeout.seconds),
) as client:
# Define callbacks that need access to thread pool
def start_get_stream() -> None:
"""Start a worker thread to handle server-initiated messages."""
executor.submit(transport.handle_get_stream, client, server_to_client_queue)
# Start the post_writer worker thread
executor.submit(
transport.post_writer,
client,
client_to_server_queue, # Queue for messages FROM client TO server
server_to_client_queue, # Queue for messages FROM server TO client
start_get_stream,
)
try:
yield (
server_to_client_queue, # Queue for receiving messages FROM server
client_to_server_queue, # Queue for sending messages TO server
transport.get_session_id,
)
finally:
if transport.session_id and terminate_on_close:
transport.terminate_session(client)
# Signal threads to stop
client_to_server_queue.put(None)
finally:
# Clear any remaining items and add None sentinel to unblock any waiting threads
try:
while not client_to_server_queue.empty():
client_to_server_queue.get_nowait()
except queue.Empty:
pass
client_to_server_queue.put(None)
server_to_client_queue.put(None)