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Editing File: /home/ubuntu/.local/lib/python3.10/site-packages/jupyter_client/threaded.py

""" 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

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