""" Defines a KernelClient that provides thread-safe sockets with async callbacks on message replies. """ import asyncio import atexit import time from concurrent.futures import Future from functools import partial from threading import Thread from typing import Any, Dict, List, Optional import zmq from tornado.ioloop import IOLoop from traitlets import Instance, Type from traitlets.log import get_logger from zmq.eventloop import zmqstream from .channels import HBChannel from .client import KernelClient from .session import Session # Local imports # import ZMQError in top-level namespace, to avoid ugly attribute-error messages # during garbage collection of threads at exit class ThreadedZMQSocketChannel: """A ZMQ socket invoking a callback in the ioloop""" session = None socket = None ioloop = None stream = None _inspect = None def __init__( self, socket: Optional[zmq.Socket], session: Optional[Session], loop: Optional[IOLoop], ) -> None: """Create a channel. Parameters ---------- socket : :class:`zmq.Socket` The ZMQ socket to use. session : :class:`session.Session` The session to use. loop A tornado ioloop to connect the socket to using a ZMQStream """ super().__init__() self.socket = socket self.session = session self.ioloop = loop f: Future = Future() def setup_stream() -> None: try: assert self.socket is not None self.stream = zmqstream.ZMQStream(self.socket, self.ioloop) self.stream.on_recv(self._handle_recv) except Exception as e: f.set_exception(e) else: f.set_result(None) assert self.ioloop is not None self.ioloop.add_callback(setup_stream) # don't wait forever, raise any errors f.result(timeout=10) _is_alive = False def is_alive(self) -> bool: """Whether the channel is alive.""" return self._is_alive def start(self) -> None: """Start the channel.""" self._is_alive = True def stop(self) -> None: """Stop the channel.""" self._is_alive = False def close(self) -> None: """Close the channel.""" if self.stream is not None and self.ioloop is not None: # c.f.Future for threadsafe results f: Future = Future() def close_stream() -> None: try: if self.stream is not None: self.stream.close(linger=0) self.stream = None except Exception as e: f.set_exception(e) else: f.set_result(None) self.ioloop.add_callback(close_stream) # wait for result try: f.result(timeout=5) except Exception as e: log = get_logger() msg = f"Error closing stream {self.stream}: {e}" log.warning(msg, RuntimeWarning, stacklevel=2) if self.socket is not None: try: self.socket.close(linger=0) except Exception: pass self.socket = None def send(self, msg: Dict[str, Any]) -> None: """Queue a message to be sent from the IOLoop's thread. Parameters ---------- msg : message to send This is threadsafe, as it uses IOLoop.add_callback to give the loop's thread control of the action. """ def thread_send() -> None: assert self.session is not None self.session.send(self.stream, msg) assert self.ioloop is not None self.ioloop.add_callback(thread_send) def _handle_recv(self, msg_list: List) -> None: """Callback for stream.on_recv. Unpacks message, and calls handlers with it. """ assert self.ioloop is not None assert self.session is not None ident, smsg = self.session.feed_identities(msg_list) msg = self.session.deserialize(smsg) # let client inspect messages if self._inspect: self._inspect(msg) # type:ignore[unreachable] self.call_handlers(msg) def call_handlers(self, msg: Dict[str, Any]) -> None: """This method is called in the ioloop thread when a message arrives. Subclasses should override this method to handle incoming messages. It is important to remember that this method is called in the thread so that some logic must be done to ensure that the application level handlers are called in the application thread. """ pass def process_events(self) -> None: """Subclasses should override this with a method processing any pending GUI events. """ pass def flush(self, timeout: float = 1.0) -> None: """Immediately processes all pending messages on this channel. This is only used for the IOPub channel. Callers should use this method to ensure that :meth:`call_handlers` has been called for all messages that have been received on the 0MQ SUB socket of this channel. This method is thread safe. Parameters ---------- timeout : float, optional The maximum amount of time to spend flushing, in seconds. The default is one second. """ # We do the IOLoop callback process twice to ensure that the IOLoop # gets to perform at least one full poll. stop_time = time.monotonic() + timeout assert self.ioloop is not None if self.stream is None or self.stream.closed(): # don't bother scheduling flush on a thread if we're closed _msg = "Attempt to flush closed stream" raise OSError(_msg) def flush(f: Any) -> None: try: self._flush() except Exception as e: f.set_exception(e) else: f.set_result(None) for _ in range(2): f: Future = Future() self.ioloop.add_callback(partial(flush, f)) # wait for async flush, re-raise any errors timeout = max(stop_time - time.monotonic(), 0) try: f.result(max(stop_time - time.monotonic(), 0)) except TimeoutError: # flush with a timeout means stop waiting, not raise return def _flush(self) -> None: """Callback for :method:`self.flush`.""" assert self.stream is not None self.stream.flush() self._flushed = True class IOLoopThread(Thread): """Run a pyzmq ioloop in a thread to send and receive messages""" _exiting = False ioloop = None def __init__(self) -> None: """Initialize an io loop thread.""" super().__init__() self.daemon = True @staticmethod @atexit.register def _notice_exit() -> None: # Class definitions can be torn down during interpreter shutdown. # We only need to set _exiting flag if this hasn't happened. if IOLoopThread is not None: IOLoopThread._exiting = True def start(self) -> None: """Start the IOLoop thread Don't return until self.ioloop is defined, which is created in the thread """ self._start_future: Future = Future() Thread.start(self) # wait for start, re-raise any errors self._start_future.result(timeout=10) def run(self) -> None: """Run my loop, ignoring EINTR events in the poller""" try: loop = asyncio.new_event_loop() asyncio.set_event_loop(loop) async def assign_ioloop() -> None: self.ioloop = IOLoop.current() loop.run_until_complete(assign_ioloop()) except Exception as e: self._start_future.set_exception(e) else: self._start_future.set_result(None) loop.run_until_complete(self._async_run()) async def _async_run(self) -> None: """Run forever (until self._exiting is set)""" while not self._exiting: await asyncio.sleep(1) def stop(self) -> None: """Stop the channel's event loop and join its thread. This calls :meth:`~threading.Thread.join` and returns when the thread terminates. :class:`RuntimeError` will be raised if :meth:`~threading.Thread.start` is called again. """ self._exiting = True self.join() self.close() self.ioloop = None def __del__(self) -> None: self.close() def close(self) -> None: """Close the io loop thread.""" if self.ioloop is not None: try: self.ioloop.close(all_fds=True) except Exception: pass class ThreadedKernelClient(KernelClient): """A KernelClient that provides thread-safe sockets with async callbacks on message replies.""" @property def ioloop(self) -> Optional[IOLoop]: # type:ignore[override] if self.ioloop_thread: return self.ioloop_thread.ioloop return None ioloop_thread = Instance(IOLoopThread, allow_none=True) def start_channels( self, shell: bool = True, iopub: bool = True, stdin: bool = True, hb: bool = True, control: bool = True, ) -> None: """Start the channels on the client.""" self.ioloop_thread = IOLoopThread() self.ioloop_thread.start() if shell: self.shell_channel._inspect = self._check_kernel_info_reply super().start_channels(shell, iopub, stdin, hb, control) def _check_kernel_info_reply(self, msg: Dict[str, Any]) -> None: """This is run in the ioloop thread when the kernel info reply is received""" if msg["msg_type"] == "kernel_info_reply": self._handle_kernel_info_reply(msg) self.shell_channel._inspect = None def stop_channels(self) -> None: """Stop the channels on the client.""" super().stop_channels() if self.ioloop_thread and self.ioloop_thread.is_alive(): self.ioloop_thread.stop() iopub_channel_class = Type(ThreadedZMQSocketChannel) # type:ignore[arg-type] shell_channel_class = Type(ThreadedZMQSocketChannel) # type:ignore[arg-type] stdin_channel_class = Type(ThreadedZMQSocketChannel) # type:ignore[arg-type] hb_channel_class = Type(HBChannel) # type:ignore[arg-type] control_channel_class = Type(ThreadedZMQSocketChannel) # type:ignore[arg-type] def is_alive(self) -> bool: """Is the kernel process still running?""" if self._hb_channel is not None: # We don't have access to the KernelManager, # so we use the heartbeat. return self._hb_channel.is_beating() # no heartbeat and not local, we can't tell if it's running, # so naively return True return True