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Python

"""Classes for running 0MQ Devices in the background."""
# Copyright (C) PyZMQ Developers
# Distributed under the terms of the Modified BSD License.
import time
from multiprocessing import Process
from threading import Thread
from typing import Any, Callable, List, Optional, Tuple
import zmq
from zmq import ENOTSOCK, ETERM, PUSH, QUEUE, Context, ZMQBindError, ZMQError, device
class Device:
"""A 0MQ Device to be run in the background.
You do not pass Socket instances to this, but rather Socket types::
Device(device_type, in_socket_type, out_socket_type)
For instance::
dev = Device(zmq.QUEUE, zmq.DEALER, zmq.ROUTER)
Similar to zmq.device, but socket types instead of sockets themselves are
passed, and the sockets are created in the work thread, to avoid issues
with thread safety. As a result, additional bind_{in|out} and
connect_{in|out} methods and setsockopt_{in|out} allow users to specify
connections for the sockets.
Parameters
----------
device_type : int
The 0MQ Device type
{in|out}_type : int
zmq socket types, to be passed later to context.socket(). e.g.
zmq.PUB, zmq.SUB, zmq.REQ. If out_type is < 0, then in_socket is used
for both in_socket and out_socket.
Methods
-------
bind_{in_out}(iface)
passthrough for ``{in|out}_socket.bind(iface)``, to be called in the thread
connect_{in_out}(iface)
passthrough for ``{in|out}_socket.connect(iface)``, to be called in the
thread
setsockopt_{in_out}(opt,value)
passthrough for ``{in|out}_socket.setsockopt(opt, value)``, to be called in
the thread
Attributes
----------
daemon : bool
sets whether the thread should be run as a daemon
Default is true, because if it is false, the thread will not
exit unless it is killed
context_factory : callable (class attribute)
Function for creating the Context. This will be Context.instance
in ThreadDevices, and Context in ProcessDevices. The only reason
it is not instance() in ProcessDevices is that there may be a stale
Context instance already initialized, and the forked environment
should *never* try to use it.
"""
context_factory: Callable[[], zmq.Context] = Context.instance
"""Callable that returns a context. Typically either Context.instance or Context,
depending on whether the device should share the global instance or not.
"""
daemon: bool
device_type: int
in_type: int
out_type: int
_in_binds: List[str]
_in_connects: List[str]
_in_sockopts: List[Tuple[int, Any]]
_out_binds: List[str]
_out_connects: List[str]
_out_sockopts: List[Tuple[int, Any]]
_random_addrs: List[str]
_sockets: List[zmq.Socket]
def __init__(
self,
device_type: int = QUEUE,
in_type: Optional[int] = None,
out_type: Optional[int] = None,
) -> None:
self.device_type = device_type
if in_type is None:
raise TypeError("in_type must be specified")
if out_type is None:
raise TypeError("out_type must be specified")
self.in_type = in_type
self.out_type = out_type
self._in_binds = []
self._in_connects = []
self._in_sockopts = []
self._out_binds = []
self._out_connects = []
self._out_sockopts = []
self._random_addrs = []
self.daemon = True
self.done = False
self._sockets = []
def bind_in(self, addr: str) -> None:
"""Enqueue ZMQ address for binding on in_socket.
See zmq.Socket.bind for details.
"""
self._in_binds.append(addr)
def bind_in_to_random_port(self, addr: str, *args, **kwargs) -> int:
"""Enqueue a random port on the given interface for binding on
in_socket.
See zmq.Socket.bind_to_random_port for details.
.. versionadded:: 18.0
"""
port = self._reserve_random_port(addr, *args, **kwargs)
self.bind_in('%s:%i' % (addr, port))
return port
def connect_in(self, addr: str) -> None:
"""Enqueue ZMQ address for connecting on in_socket.
See zmq.Socket.connect for details.
"""
self._in_connects.append(addr)
def setsockopt_in(self, opt: int, value: Any) -> None:
"""Enqueue setsockopt(opt, value) for in_socket
See zmq.Socket.setsockopt for details.
"""
self._in_sockopts.append((opt, value))
def bind_out(self, addr: str) -> None:
"""Enqueue ZMQ address for binding on out_socket.
See zmq.Socket.bind for details.
"""
self._out_binds.append(addr)
def bind_out_to_random_port(self, addr: str, *args, **kwargs) -> int:
"""Enqueue a random port on the given interface for binding on
out_socket.
See zmq.Socket.bind_to_random_port for details.
.. versionadded:: 18.0
"""
port = self._reserve_random_port(addr, *args, **kwargs)
self.bind_out('%s:%i' % (addr, port))
return port
def connect_out(self, addr: str):
"""Enqueue ZMQ address for connecting on out_socket.
See zmq.Socket.connect for details.
"""
self._out_connects.append(addr)
def setsockopt_out(self, opt: int, value: Any):
"""Enqueue setsockopt(opt, value) for out_socket
See zmq.Socket.setsockopt for details.
"""
self._out_sockopts.append((opt, value))
def _reserve_random_port(self, addr: str, *args, **kwargs) -> int:
with Context() as ctx:
with ctx.socket(PUSH) as binder:
for i in range(5):
port = binder.bind_to_random_port(addr, *args, **kwargs)
new_addr = '%s:%i' % (addr, port)
if new_addr in self._random_addrs:
continue
else:
break
else:
raise ZMQBindError("Could not reserve random port.")
self._random_addrs.append(new_addr)
return port
def _setup_sockets(self) -> Tuple[zmq.Socket, zmq.Socket]:
ctx: zmq.Context[zmq.Socket] = self.context_factory() # type: ignore
self._context = ctx
# create the sockets
ins = ctx.socket(self.in_type)
self._sockets.append(ins)
if self.out_type < 0:
outs = ins
else:
outs = ctx.socket(self.out_type)
self._sockets.append(outs)
# set sockopts (must be done first, in case of zmq.IDENTITY)
for opt, value in self._in_sockopts:
ins.setsockopt(opt, value)
for opt, value in self._out_sockopts:
outs.setsockopt(opt, value)
for iface in self._in_binds:
ins.bind(iface)
for iface in self._out_binds:
outs.bind(iface)
for iface in self._in_connects:
ins.connect(iface)
for iface in self._out_connects:
outs.connect(iface)
return ins, outs
def run_device(self) -> None:
"""The runner method.
Do not call me directly, instead call ``self.start()``, just like a Thread.
"""
ins, outs = self._setup_sockets()
device(self.device_type, ins, outs)
def _close_sockets(self):
"""Cleanup sockets we created"""
for s in self._sockets:
if s and not s.closed:
s.close()
def run(self) -> None:
"""wrap run_device in try/catch ETERM"""
try:
self.run_device()
except ZMQError as e:
if e.errno in {ETERM, ENOTSOCK}:
# silence TERM, ENOTSOCK errors, because this should be a clean shutdown
pass
else:
raise
finally:
self.done = True
self._close_sockets()
def start(self) -> None:
"""Start the device. Override me in subclass for other launchers."""
return self.run()
def join(self, timeout: Optional[float] = None) -> None:
"""wait for me to finish, like Thread.join.
Reimplemented appropriately by subclasses."""
tic = time.monotonic()
toc = tic
while not self.done and not (timeout is not None and toc - tic > timeout):
time.sleep(0.001)
toc = time.monotonic()
class BackgroundDevice(Device):
"""Base class for launching Devices in background processes and threads."""
launcher: Any = None
_launch_class: Any = None
def start(self) -> None:
self.launcher = self._launch_class(target=self.run)
self.launcher.daemon = self.daemon
return self.launcher.start()
def join(self, timeout: Optional[float] = None) -> None:
return self.launcher.join(timeout=timeout)
class ThreadDevice(BackgroundDevice):
"""A Device that will be run in a background Thread.
See Device for details.
"""
_launch_class = Thread
class ProcessDevice(BackgroundDevice):
"""A Device that will be run in a background Process.
See Device for details.
"""
_launch_class = Process
context_factory = Context
"""Callable that returns a context. Typically either Context.instance or Context,
depending on whether the device should share the global instance or not.
"""
__all__ = ['Device', 'ThreadDevice', 'ProcessDevice']