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bec_widgets/bec_widgets/utils/rpc_server.py

278 lines
10 KiB
Python

from __future__ import annotations
import functools
import traceback
import types
from contextlib import contextmanager
from typing import TYPE_CHECKING, Callable, TypeVar
from bec_lib.client import BECClient
from bec_lib.endpoints import MessageEndpoints
from bec_lib.logger import bec_logger
from bec_lib.utils.import_utils import lazy_import
from qtpy.QtCore import QTimer
from qtpy.QtWidgets import QApplication
from redis.exceptions import RedisError
from bec_widgets.cli.rpc.rpc_register import RPCRegister
from bec_widgets.utils import BECDispatcher
from bec_widgets.utils.bec_connector import BECConnector
from bec_widgets.utils.error_popups import ErrorPopupUtility
from bec_widgets.widgets.containers.main_window.main_window import BECMainWindow
if TYPE_CHECKING: # pragma: no cover
from bec_lib import messages
from qtpy.QtCore import QObject
else:
messages = lazy_import("bec_lib.messages")
logger = bec_logger.logger
T = TypeVar("T")
@contextmanager
def rpc_exception_hook(err_func):
"""This context replaces the popup message box for error display with a specific hook"""
# get error popup utility singleton
popup = ErrorPopupUtility()
# save current setting
old_exception_hook = popup.custom_exception_hook
# install err_func, if it is a callable
# IMPORTANT, Keep self here, because this method is overwriting the custom_exception_hook
# of the ErrorPopupUtility (popup instance) class.
def custom_exception_hook(self, exc_type, value, tb, **kwargs):
err_func({"error": popup.get_error_message(exc_type, value, tb)})
popup.custom_exception_hook = types.MethodType(custom_exception_hook, popup)
try:
yield popup
finally:
# restore state of error popup utility singleton
popup.custom_exception_hook = old_exception_hook
class RPCServer:
client: BECClient
def __init__(
self,
gui_id: str,
dispatcher: BECDispatcher | None = None,
client: BECClient | None = None,
config=None,
gui_class_id: str = "bec",
) -> None:
self.status = messages.BECStatus.BUSY
self.dispatcher = BECDispatcher(config=config) if dispatcher is None else dispatcher
self.client = self.dispatcher.client if client is None else client
self.client.start()
self.gui_id = gui_id
# register broadcast callback
self.rpc_register = RPCRegister()
self.rpc_register.add_callback(self.broadcast_registry_update)
self.dispatcher.connect_slot(
self.on_rpc_update, MessageEndpoints.gui_instructions(self.gui_id)
)
# Setup QTimer for heartbeat
self._heartbeat_timer = QTimer()
self._heartbeat_timer.timeout.connect(self.emit_heartbeat)
self._heartbeat_timer.start(200)
self._registry_update_callbacks = []
self._broadcasted_data = {}
self.status = messages.BECStatus.RUNNING
logger.success(f"Server started with gui_id: {self.gui_id}")
def on_rpc_update(self, msg: dict, metadata: dict):
request_id = metadata.get("request_id")
if request_id is None:
logger.error("Received RPC instruction without request_id")
return
logger.debug(f"Received RPC instruction: {msg}, metadata: {metadata}")
with rpc_exception_hook(functools.partial(self.send_response, request_id, False)):
try:
obj = self.get_object_from_config(msg["parameter"])
method = msg["action"]
args = msg["parameter"].get("args", [])
kwargs = msg["parameter"].get("kwargs", {})
res = self.run_rpc(obj, method, args, kwargs)
except Exception:
content = traceback.format_exc()
logger.error(f"Error while executing RPC instruction: {content}")
self.send_response(request_id, False, {"error": content})
else:
logger.debug(f"RPC instruction executed successfully: {res}")
self.send_response(request_id, True, {"result": res})
def send_response(self, request_id: str, accepted: bool, msg: dict):
self.client.connector.set_and_publish(
MessageEndpoints.gui_instruction_response(request_id),
messages.RequestResponseMessage(accepted=accepted, message=msg),
expire=60,
)
def get_object_from_config(self, config: dict):
gui_id = config.get("gui_id")
obj = self.rpc_register.get_rpc_by_id(gui_id)
if obj is None:
raise ValueError(f"Object with gui_id {gui_id} not found")
return obj
def run_rpc(self, obj, method, args, kwargs):
# Run with rpc registry broadcast, but only once
with RPCRegister.delayed_broadcast():
logger.debug(f"Running RPC instruction: {method} with args: {args}, kwargs: {kwargs}")
method_obj = getattr(obj, method)
# check if the method accepts args and kwargs
if not callable(method_obj):
if not args:
res = method_obj
else:
setattr(obj, method, args[0])
res = None
else:
res = method_obj(*args, **kwargs)
if isinstance(res, list):
res = [self.serialize_object(obj) for obj in res]
elif isinstance(res, dict):
res = {key: self.serialize_object(val) for key, val in res.items()}
else:
res = self.serialize_object(res)
return res
def serialize_object(self, obj: T) -> None | dict | T:
"""
Serialize all BECConnector objects.
Args:
obj: The object to be serialized.
Returns:
None | dict | T: The serialized object or None if the object is not a BECConnector.
"""
if not isinstance(obj, BECConnector):
return obj
# Respect RPC = False
if getattr(obj, "RPC", True) is False:
return None
return self._serialize_bec_connector(obj, wait=True)
def emit_heartbeat(self) -> None:
"""
Emit a heartbeat message to the GUI server.
This method is called periodically to indicate that the server is still running.
"""
logger.trace(f"Emitting heartbeat for {self.gui_id}")
try:
self.client.connector.set(
MessageEndpoints.gui_heartbeat(self.gui_id),
messages.StatusMessage(name=self.gui_id, status=self.status, info={}),
expire=10,
)
except RedisError as exc:
logger.error(f"Error while emitting heartbeat: {exc}")
def broadcast_registry_update(self, connections: dict) -> None:
"""
Broadcast the registry update to all the callbacks.
This method is called whenever the registry is updated.
"""
data = {}
for key, val in connections.items():
if not isinstance(val, BECConnector):
continue
if not getattr(val, "RPC", True):
continue
data[key] = self._serialize_bec_connector(val)
if self._broadcasted_data == data:
return
self._broadcasted_data = data
logger.debug(f"Broadcasting registry update: {data} for {self.gui_id}")
self.client.connector.xadd(
MessageEndpoints.gui_registry_state(self.gui_id),
msg_dict={"data": messages.GUIRegistryStateMessage(state=data)},
max_size=1,
)
def _serialize_bec_connector(self, connector: BECConnector, wait=False) -> dict:
"""
Create the serialization dict for a single BECConnector.
Args:
connector (BECConnector): The BECConnector to serialize.
wait (bool): If True, wait until the object is registered in the RPC register.
Returns:
dict: The serialized BECConnector object.
"""
config_dict = connector.config.model_dump()
config_dict["parent_id"] = getattr(connector, "parent_id", None)
try:
parent = connector.parent()
if isinstance(parent, BECMainWindow):
container_proxy = parent.gui_id
else:
container_proxy = None
except Exception:
container_proxy = None
if wait:
while not self.rpc_register.object_is_registered(connector):
QApplication.processEvents()
widget_class = getattr(connector, "rpc_widget_class", None)
if not widget_class:
widget_class = connector.__class__.__name__
return {
"gui_id": connector.gui_id,
"object_name": connector.object_name or connector.__class__.__name__,
"widget_class": widget_class,
"config": config_dict,
"container_proxy": container_proxy,
"__rpc__": True,
}
@staticmethod
def _get_becwidget_ancestor(widget: QObject) -> BECConnector | None:
"""
Traverse up the parent chain to find the nearest BECConnector.
Returns None if none is found.
"""
parent = widget.parent()
while parent is not None:
if isinstance(parent, BECConnector):
return parent
parent = parent.parent()
return None
# Suppose clients register callbacks to receive updates
def add_registry_update_callback(self, cb: Callable) -> None:
"""
Add a callback to be called whenever the registry is updated.
The specified callback is called whenever the registry is updated.
Args:
cb (Callable): The callback to be added. It should accept a dictionary of all the
registered RPC objects as an argument.
"""
self._registry_update_callbacks.append(cb)
def shutdown(self): # TODO not sure if needed when cleanup is done at level of BECConnector
self.status = messages.BECStatus.IDLE
self._heartbeat_timer.stop()
self.emit_heartbeat()
logger.info("Succeded in shutting down CLI server")
self.client.shutdown()