You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
582 lines
20 KiB
582 lines
20 KiB
2 years ago
|
"""Wrappers for forwarding stdout/stderr over zmq"""
|
||
|
|
||
|
# Copyright (c) IPython Development Team.
|
||
|
# Distributed under the terms of the Modified BSD License.
|
||
|
|
||
|
import atexit
|
||
|
import io
|
||
|
import os
|
||
|
import sys
|
||
|
import threading
|
||
|
import traceback
|
||
|
import warnings
|
||
|
from binascii import b2a_hex
|
||
|
from collections import deque
|
||
|
from io import StringIO, TextIOBase
|
||
|
from typing import Any, Callable, Deque, Optional
|
||
|
from weakref import WeakSet
|
||
|
|
||
|
import zmq
|
||
|
from jupyter_client.session import extract_header
|
||
|
from tornado.ioloop import IOLoop
|
||
|
from zmq.eventloop.zmqstream import ZMQStream
|
||
|
|
||
|
# -----------------------------------------------------------------------------
|
||
|
# Globals
|
||
|
# -----------------------------------------------------------------------------
|
||
|
|
||
|
MASTER = 0
|
||
|
CHILD = 1
|
||
|
|
||
|
# -----------------------------------------------------------------------------
|
||
|
# IO classes
|
||
|
# -----------------------------------------------------------------------------
|
||
|
|
||
|
|
||
|
class IOPubThread:
|
||
|
"""An object for sending IOPub messages in a background thread
|
||
|
|
||
|
Prevents a blocking main thread from delaying output from threads.
|
||
|
|
||
|
IOPubThread(pub_socket).background_socket is a Socket-API-providing object
|
||
|
whose IO is always run in a thread.
|
||
|
"""
|
||
|
|
||
|
def __init__(self, socket, pipe=False):
|
||
|
"""Create IOPub thread
|
||
|
|
||
|
Parameters
|
||
|
----------
|
||
|
socket : zmq.PUB Socket
|
||
|
the socket on which messages will be sent.
|
||
|
pipe : bool
|
||
|
Whether this process should listen for IOPub messages
|
||
|
piped from subprocesses.
|
||
|
"""
|
||
|
self.socket = socket
|
||
|
self.background_socket = BackgroundSocket(self)
|
||
|
self._master_pid = os.getpid()
|
||
|
self._pipe_flag = pipe
|
||
|
self.io_loop = IOLoop(make_current=False)
|
||
|
if pipe:
|
||
|
self._setup_pipe_in()
|
||
|
self._local = threading.local()
|
||
|
self._events: Deque[Callable[..., Any]] = deque()
|
||
|
self._event_pipes: WeakSet[Any] = WeakSet()
|
||
|
self._setup_event_pipe()
|
||
|
self.thread = threading.Thread(target=self._thread_main, name="IOPub")
|
||
|
self.thread.daemon = True
|
||
|
self.thread.pydev_do_not_trace = True # type:ignore[attr-defined]
|
||
|
self.thread.is_pydev_daemon_thread = True # type:ignore[attr-defined]
|
||
|
self.thread.name = "IOPub"
|
||
|
|
||
|
def _thread_main(self):
|
||
|
"""The inner loop that's actually run in a thread"""
|
||
|
self.io_loop.start()
|
||
|
self.io_loop.close(all_fds=True)
|
||
|
|
||
|
def _setup_event_pipe(self):
|
||
|
"""Create the PULL socket listening for events that should fire in this thread."""
|
||
|
ctx = self.socket.context
|
||
|
pipe_in = ctx.socket(zmq.PULL)
|
||
|
pipe_in.linger = 0
|
||
|
|
||
|
_uuid = b2a_hex(os.urandom(16)).decode("ascii")
|
||
|
iface = self._event_interface = "inproc://%s" % _uuid
|
||
|
pipe_in.bind(iface)
|
||
|
self._event_puller = ZMQStream(pipe_in, self.io_loop)
|
||
|
self._event_puller.on_recv(self._handle_event)
|
||
|
|
||
|
@property
|
||
|
def _event_pipe(self):
|
||
|
"""thread-local event pipe for signaling events that should be processed in the thread"""
|
||
|
try:
|
||
|
event_pipe = self._local.event_pipe
|
||
|
except AttributeError:
|
||
|
# new thread, new event pipe
|
||
|
ctx = self.socket.context
|
||
|
event_pipe = ctx.socket(zmq.PUSH)
|
||
|
event_pipe.linger = 0
|
||
|
event_pipe.connect(self._event_interface)
|
||
|
self._local.event_pipe = event_pipe
|
||
|
# WeakSet so that event pipes will be closed by garbage collection
|
||
|
# when their threads are terminated
|
||
|
self._event_pipes.add(event_pipe)
|
||
|
return event_pipe
|
||
|
|
||
|
def _handle_event(self, msg):
|
||
|
"""Handle an event on the event pipe
|
||
|
|
||
|
Content of the message is ignored.
|
||
|
|
||
|
Whenever *an* event arrives on the event stream,
|
||
|
*all* waiting events are processed in order.
|
||
|
"""
|
||
|
# freeze event count so new writes don't extend the queue
|
||
|
# while we are processing
|
||
|
n_events = len(self._events)
|
||
|
for _ in range(n_events):
|
||
|
event_f = self._events.popleft()
|
||
|
event_f()
|
||
|
|
||
|
def _setup_pipe_in(self):
|
||
|
"""setup listening pipe for IOPub from forked subprocesses"""
|
||
|
ctx = self.socket.context
|
||
|
|
||
|
# use UUID to authenticate pipe messages
|
||
|
self._pipe_uuid = os.urandom(16)
|
||
|
|
||
|
pipe_in = ctx.socket(zmq.PULL)
|
||
|
pipe_in.linger = 0
|
||
|
|
||
|
try:
|
||
|
self._pipe_port = pipe_in.bind_to_random_port("tcp://127.0.0.1")
|
||
|
except zmq.ZMQError as e:
|
||
|
warnings.warn(
|
||
|
"Couldn't bind IOPub Pipe to 127.0.0.1: %s" % e
|
||
|
+ "\nsubprocess output will be unavailable."
|
||
|
)
|
||
|
self._pipe_flag = False
|
||
|
pipe_in.close()
|
||
|
return
|
||
|
self._pipe_in = ZMQStream(pipe_in, self.io_loop)
|
||
|
self._pipe_in.on_recv(self._handle_pipe_msg)
|
||
|
|
||
|
def _handle_pipe_msg(self, msg):
|
||
|
"""handle a pipe message from a subprocess"""
|
||
|
if not self._pipe_flag or not self._is_master_process():
|
||
|
return
|
||
|
if msg[0] != self._pipe_uuid:
|
||
|
print("Bad pipe message: %s", msg, file=sys.__stderr__)
|
||
|
return
|
||
|
self.send_multipart(msg[1:])
|
||
|
|
||
|
def _setup_pipe_out(self):
|
||
|
# must be new context after fork
|
||
|
ctx = zmq.Context()
|
||
|
pipe_out = ctx.socket(zmq.PUSH)
|
||
|
pipe_out.linger = 3000 # 3s timeout for pipe_out sends before discarding the message
|
||
|
pipe_out.connect("tcp://127.0.0.1:%i" % self._pipe_port)
|
||
|
return ctx, pipe_out
|
||
|
|
||
|
def _is_master_process(self):
|
||
|
return os.getpid() == self._master_pid
|
||
|
|
||
|
def _check_mp_mode(self):
|
||
|
"""check for forks, and switch to zmq pipeline if necessary"""
|
||
|
if not self._pipe_flag or self._is_master_process():
|
||
|
return MASTER
|
||
|
else:
|
||
|
return CHILD
|
||
|
|
||
|
def start(self):
|
||
|
"""Start the IOPub thread"""
|
||
|
self.thread.name = "IOPub"
|
||
|
self.thread.start()
|
||
|
# make sure we don't prevent process exit
|
||
|
# I'm not sure why setting daemon=True above isn't enough, but it doesn't appear to be.
|
||
|
atexit.register(self.stop)
|
||
|
|
||
|
def stop(self):
|
||
|
"""Stop the IOPub thread"""
|
||
|
if not self.thread.is_alive():
|
||
|
return
|
||
|
self.io_loop.add_callback(self.io_loop.stop)
|
||
|
self.thread.join()
|
||
|
# close *all* event pipes, created in any thread
|
||
|
# event pipes can only be used from other threads while self.thread.is_alive()
|
||
|
# so after thread.join, this should be safe
|
||
|
for event_pipe in self._event_pipes:
|
||
|
event_pipe.close()
|
||
|
|
||
|
def close(self):
|
||
|
if self.closed:
|
||
|
return
|
||
|
self.socket.close()
|
||
|
self.socket = None
|
||
|
|
||
|
@property
|
||
|
def closed(self):
|
||
|
return self.socket is None
|
||
|
|
||
|
def schedule(self, f):
|
||
|
"""Schedule a function to be called in our IO thread.
|
||
|
|
||
|
If the thread is not running, call immediately.
|
||
|
"""
|
||
|
if self.thread.is_alive():
|
||
|
self._events.append(f)
|
||
|
# wake event thread (message content is ignored)
|
||
|
self._event_pipe.send(b"")
|
||
|
else:
|
||
|
f()
|
||
|
|
||
|
def send_multipart(self, *args, **kwargs):
|
||
|
"""send_multipart schedules actual zmq send in my thread.
|
||
|
|
||
|
If my thread isn't running (e.g. forked process), send immediately.
|
||
|
"""
|
||
|
self.schedule(lambda: self._really_send(*args, **kwargs))
|
||
|
|
||
|
def _really_send(self, msg, *args, **kwargs):
|
||
|
"""The callback that actually sends messages"""
|
||
|
if self.closed:
|
||
|
return
|
||
|
|
||
|
mp_mode = self._check_mp_mode()
|
||
|
|
||
|
if mp_mode != CHILD:
|
||
|
# we are master, do a regular send
|
||
|
self.socket.send_multipart(msg, *args, **kwargs)
|
||
|
else:
|
||
|
# we are a child, pipe to master
|
||
|
# new context/socket for every pipe-out
|
||
|
# since forks don't teardown politely, use ctx.term to ensure send has completed
|
||
|
ctx, pipe_out = self._setup_pipe_out()
|
||
|
pipe_out.send_multipart([self._pipe_uuid] + msg, *args, **kwargs)
|
||
|
pipe_out.close()
|
||
|
ctx.term()
|
||
|
|
||
|
|
||
|
class BackgroundSocket:
|
||
|
"""Wrapper around IOPub thread that provides zmq send[_multipart]"""
|
||
|
|
||
|
io_thread = None
|
||
|
|
||
|
def __init__(self, io_thread):
|
||
|
self.io_thread = io_thread
|
||
|
|
||
|
def __getattr__(self, attr):
|
||
|
"""Wrap socket attr access for backward-compatibility"""
|
||
|
if attr.startswith("__") and attr.endswith("__"):
|
||
|
# don't wrap magic methods
|
||
|
super().__getattr__(attr) # type:ignore[misc]
|
||
|
assert self.io_thread is not None
|
||
|
if hasattr(self.io_thread.socket, attr):
|
||
|
warnings.warn(
|
||
|
f"Accessing zmq Socket attribute {attr} on BackgroundSocket"
|
||
|
f" is deprecated since ipykernel 4.3.0"
|
||
|
f" use .io_thread.socket.{attr}",
|
||
|
DeprecationWarning,
|
||
|
stacklevel=2,
|
||
|
)
|
||
|
return getattr(self.io_thread.socket, attr)
|
||
|
super().__getattr__(attr) # type:ignore[misc]
|
||
|
|
||
|
def __setattr__(self, attr, value):
|
||
|
if attr == "io_thread" or (attr.startswith("__" and attr.endswith("__"))):
|
||
|
super().__setattr__(attr, value)
|
||
|
else:
|
||
|
warnings.warn(
|
||
|
f"Setting zmq Socket attribute {attr} on BackgroundSocket"
|
||
|
f" is deprecated since ipykernel 4.3.0"
|
||
|
f" use .io_thread.socket.{attr}",
|
||
|
DeprecationWarning,
|
||
|
stacklevel=2,
|
||
|
)
|
||
|
assert self.io_thread is not None
|
||
|
setattr(self.io_thread.socket, attr, value)
|
||
|
|
||
|
def send(self, msg, *args, **kwargs):
|
||
|
return self.send_multipart([msg], *args, **kwargs)
|
||
|
|
||
|
def send_multipart(self, *args, **kwargs):
|
||
|
"""Schedule send in IO thread"""
|
||
|
assert self.io_thread is not None
|
||
|
return self.io_thread.send_multipart(*args, **kwargs)
|
||
|
|
||
|
|
||
|
class OutStream(TextIOBase):
|
||
|
"""A file like object that publishes the stream to a 0MQ PUB socket.
|
||
|
|
||
|
Output is handed off to an IO Thread
|
||
|
"""
|
||
|
|
||
|
# timeout for flush to avoid infinite hang
|
||
|
# in case of misbehavior
|
||
|
flush_timeout = 10
|
||
|
# The time interval between automatic flushes, in seconds.
|
||
|
flush_interval = 0.2
|
||
|
topic = None
|
||
|
encoding = "UTF-8"
|
||
|
_exc: Optional[Any] = None
|
||
|
|
||
|
def fileno(self):
|
||
|
"""
|
||
|
Things like subprocess will peak and write to the fileno() of stderr/stdout.
|
||
|
"""
|
||
|
if getattr(self, "_original_stdstream_copy", None) is not None:
|
||
|
return self._original_stdstream_copy
|
||
|
else:
|
||
|
raise io.UnsupportedOperation("fileno")
|
||
|
|
||
|
def _watch_pipe_fd(self):
|
||
|
"""
|
||
|
We've redirected standards steams 0 and 1 into a pipe.
|
||
|
|
||
|
We need to watch in a thread and redirect them to the right places.
|
||
|
|
||
|
1) the ZMQ channels to show in notebook interfaces,
|
||
|
2) the original stdout/err, to capture errors in terminals.
|
||
|
|
||
|
We cannot schedule this on the ioloop thread, as this might be blocking.
|
||
|
|
||
|
"""
|
||
|
|
||
|
try:
|
||
|
bts = os.read(self._fid, 1000)
|
||
|
while bts and self._should_watch:
|
||
|
self.write(bts.decode())
|
||
|
os.write(self._original_stdstream_copy, bts)
|
||
|
bts = os.read(self._fid, 1000)
|
||
|
except Exception:
|
||
|
self._exc = sys.exc_info()
|
||
|
|
||
|
def __init__(
|
||
|
self,
|
||
|
session,
|
||
|
pub_thread,
|
||
|
name,
|
||
|
pipe=None,
|
||
|
echo=None,
|
||
|
*,
|
||
|
watchfd=True,
|
||
|
isatty=False,
|
||
|
):
|
||
|
"""
|
||
|
Parameters
|
||
|
----------
|
||
|
name : str {'stderr', 'stdout'}
|
||
|
the name of the standard stream to replace
|
||
|
watchfd : bool (default, True)
|
||
|
Watch the file descripttor corresponding to the replaced stream.
|
||
|
This is useful if you know some underlying code will write directly
|
||
|
the file descriptor by its number. It will spawn a watching thread,
|
||
|
that will swap the give file descriptor for a pipe, read from the
|
||
|
pipe, and insert this into the current Stream.
|
||
|
isatty : bool (default, False)
|
||
|
Indication of whether this stream has termimal capabilities (e.g. can handle colors)
|
||
|
|
||
|
"""
|
||
|
if pipe is not None:
|
||
|
warnings.warn(
|
||
|
"pipe argument to OutStream is deprecated and ignored since ipykernel 4.2.3.",
|
||
|
DeprecationWarning,
|
||
|
stacklevel=2,
|
||
|
)
|
||
|
# This is necessary for compatibility with Python built-in streams
|
||
|
self.session = session
|
||
|
if not isinstance(pub_thread, IOPubThread):
|
||
|
# Backward-compat: given socket, not thread. Wrap in a thread.
|
||
|
warnings.warn(
|
||
|
"Since IPykernel 4.3, OutStream should be created with "
|
||
|
"IOPubThread, not %r" % pub_thread,
|
||
|
DeprecationWarning,
|
||
|
stacklevel=2,
|
||
|
)
|
||
|
pub_thread = IOPubThread(pub_thread)
|
||
|
pub_thread.start()
|
||
|
self.pub_thread = pub_thread
|
||
|
self.name = name
|
||
|
self.topic = b"stream." + name.encode()
|
||
|
self.parent_header = {}
|
||
|
self._master_pid = os.getpid()
|
||
|
self._flush_pending = False
|
||
|
self._subprocess_flush_pending = False
|
||
|
self._io_loop = pub_thread.io_loop
|
||
|
self._buffer_lock = threading.RLock()
|
||
|
self._buffer = StringIO()
|
||
|
self.echo = None
|
||
|
self._isatty = bool(isatty)
|
||
|
|
||
|
if (
|
||
|
watchfd
|
||
|
and (sys.platform.startswith("linux") or sys.platform.startswith("darwin"))
|
||
|
and ("PYTEST_CURRENT_TEST" not in os.environ)
|
||
|
):
|
||
|
# Pytest set its own capture. Dont redirect from within pytest.
|
||
|
|
||
|
self._should_watch = True
|
||
|
self._setup_stream_redirects(name)
|
||
|
|
||
|
if echo:
|
||
|
if hasattr(echo, "read") and hasattr(echo, "write"):
|
||
|
self.echo = echo
|
||
|
else:
|
||
|
raise ValueError("echo argument must be a file like object")
|
||
|
|
||
|
def isatty(self):
|
||
|
"""Return a bool indicating whether this is an 'interactive' stream.
|
||
|
|
||
|
Returns:
|
||
|
Boolean
|
||
|
"""
|
||
|
return self._isatty
|
||
|
|
||
|
def _setup_stream_redirects(self, name):
|
||
|
pr, pw = os.pipe()
|
||
|
fno = getattr(sys, name).fileno()
|
||
|
self._original_stdstream_copy = os.dup(fno)
|
||
|
os.dup2(pw, fno)
|
||
|
|
||
|
self._fid = pr
|
||
|
|
||
|
self._exc = None
|
||
|
self.watch_fd_thread = threading.Thread(target=self._watch_pipe_fd)
|
||
|
self.watch_fd_thread.daemon = True
|
||
|
self.watch_fd_thread.start()
|
||
|
|
||
|
def _is_master_process(self):
|
||
|
return os.getpid() == self._master_pid
|
||
|
|
||
|
def set_parent(self, parent):
|
||
|
self.parent_header = extract_header(parent)
|
||
|
|
||
|
def close(self):
|
||
|
if sys.platform.startswith("linux") or sys.platform.startswith("darwin"):
|
||
|
self._should_watch = False
|
||
|
self.watch_fd_thread.join()
|
||
|
if self._exc:
|
||
|
etype, value, tb = self._exc
|
||
|
traceback.print_exception(etype, value, tb)
|
||
|
self.pub_thread = None
|
||
|
|
||
|
@property
|
||
|
def closed(self):
|
||
|
return self.pub_thread is None
|
||
|
|
||
|
def _schedule_flush(self):
|
||
|
"""schedule a flush in the IO thread
|
||
|
|
||
|
call this on write, to indicate that flush should be called soon.
|
||
|
"""
|
||
|
if self._flush_pending:
|
||
|
return
|
||
|
self._flush_pending = True
|
||
|
|
||
|
# add_timeout has to be handed to the io thread via event pipe
|
||
|
def _schedule_in_thread():
|
||
|
self._io_loop.call_later(self.flush_interval, self._flush)
|
||
|
|
||
|
self.pub_thread.schedule(_schedule_in_thread)
|
||
|
|
||
|
def flush(self):
|
||
|
"""trigger actual zmq send
|
||
|
|
||
|
send will happen in the background thread
|
||
|
"""
|
||
|
if (
|
||
|
self.pub_thread
|
||
|
and self.pub_thread.thread is not None
|
||
|
and self.pub_thread.thread.is_alive()
|
||
|
and self.pub_thread.thread.ident != threading.current_thread().ident
|
||
|
):
|
||
|
# request flush on the background thread
|
||
|
self.pub_thread.schedule(self._flush)
|
||
|
# wait for flush to actually get through, if we can.
|
||
|
evt = threading.Event()
|
||
|
self.pub_thread.schedule(evt.set)
|
||
|
# and give a timeout to avoid
|
||
|
if not evt.wait(self.flush_timeout):
|
||
|
# write directly to __stderr__ instead of warning because
|
||
|
# if this is happening sys.stderr may be the problem.
|
||
|
print("IOStream.flush timed out", file=sys.__stderr__)
|
||
|
else:
|
||
|
self._flush()
|
||
|
|
||
|
def _flush(self):
|
||
|
"""This is where the actual send happens.
|
||
|
|
||
|
_flush should generally be called in the IO thread,
|
||
|
unless the thread has been destroyed (e.g. forked subprocess).
|
||
|
"""
|
||
|
self._flush_pending = False
|
||
|
self._subprocess_flush_pending = False
|
||
|
|
||
|
if self.echo is not None:
|
||
|
try:
|
||
|
self.echo.flush()
|
||
|
except OSError as e:
|
||
|
if self.echo is not sys.__stderr__:
|
||
|
print(f"Flush failed: {e}", file=sys.__stderr__)
|
||
|
|
||
|
data = self._flush_buffer()
|
||
|
if data:
|
||
|
# FIXME: this disables Session's fork-safe check,
|
||
|
# since pub_thread is itself fork-safe.
|
||
|
# There should be a better way to do this.
|
||
|
self.session.pid = os.getpid()
|
||
|
content = {"name": self.name, "text": data}
|
||
|
self.session.send(
|
||
|
self.pub_thread,
|
||
|
"stream",
|
||
|
content=content,
|
||
|
parent=self.parent_header,
|
||
|
ident=self.topic,
|
||
|
)
|
||
|
|
||
|
def write(self, string: str) -> Optional[int]: # type:ignore[override]
|
||
|
"""Write to current stream after encoding if necessary
|
||
|
|
||
|
Returns
|
||
|
-------
|
||
|
len : int
|
||
|
number of items from input parameter written to stream.
|
||
|
|
||
|
"""
|
||
|
|
||
|
if not isinstance(string, str):
|
||
|
raise TypeError(f"write() argument must be str, not {type(string)}")
|
||
|
|
||
|
if self.echo is not None:
|
||
|
try:
|
||
|
self.echo.write(string)
|
||
|
except OSError as e:
|
||
|
if self.echo is not sys.__stderr__:
|
||
|
print(f"Write failed: {e}", file=sys.__stderr__)
|
||
|
|
||
|
if self.pub_thread is None:
|
||
|
raise ValueError("I/O operation on closed file")
|
||
|
else:
|
||
|
|
||
|
is_child = not self._is_master_process()
|
||
|
# only touch the buffer in the IO thread to avoid races
|
||
|
with self._buffer_lock:
|
||
|
self._buffer.write(string)
|
||
|
if is_child:
|
||
|
# mp.Pool cannot be trusted to flush promptly (or ever),
|
||
|
# and this helps.
|
||
|
if self._subprocess_flush_pending:
|
||
|
return None
|
||
|
self._subprocess_flush_pending = True
|
||
|
# We can not rely on self._io_loop.call_later from a subprocess
|
||
|
self.pub_thread.schedule(self._flush)
|
||
|
else:
|
||
|
self._schedule_flush()
|
||
|
|
||
|
return len(string)
|
||
|
|
||
|
def writelines(self, sequence):
|
||
|
if self.pub_thread is None:
|
||
|
raise ValueError("I/O operation on closed file")
|
||
|
else:
|
||
|
for string in sequence:
|
||
|
self.write(string)
|
||
|
|
||
|
def writable(self):
|
||
|
return True
|
||
|
|
||
|
def _flush_buffer(self):
|
||
|
"""clear the current buffer and return the current buffer data."""
|
||
|
buf = self._rotate_buffer()
|
||
|
data = buf.getvalue()
|
||
|
buf.close()
|
||
|
return data
|
||
|
|
||
|
def _rotate_buffer(self):
|
||
|
"""Returns the current buffer and replaces it with an empty buffer."""
|
||
|
with self._buffer_lock:
|
||
|
old_buffer = self._buffer
|
||
|
self._buffer = StringIO()
|
||
|
return old_buffer
|