Add files using upload-large-folder tool

ckpts/universal/global_step40/zero/19.input_layernorm.weight/exp_avg_sq.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ced0f2d1fdbd76cf895d36727809de67b20139df7662cd022b883efe9ecb5622
+size 9387

ckpts/universal/global_step40/zero/19.input_layernorm.weight/fp32.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3bdbea9caf0e7e7b5bb293f6687533d0d585bd9059633a9c31d6d0a2e1680028
+size 9293

ckpts/universal/global_step40/zero/20.mlp.dense_4h_to_h.weight/exp_avg.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7beded3102893a73e3cd4abef5837f706bc2f9b1537f51dbda8aa73d5209deed
+size 33555612

ckpts/universal/global_step40/zero/20.mlp.dense_4h_to_h.weight/exp_avg_sq.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3676a7f071672905f8ad6b2c66ff7213221cf0254c6f145dbccd47940b460d8b
+size 33555627

ckpts/universal/global_step40/zero/20.mlp.dense_4h_to_h.weight/fp32.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dd96afbbffe38b02733be55c4e3ecc8f22e0e28a982e3a3dae31519806e16c87
+size 33555533

venv/lib/python3.10/site-packages/multiprocess/context.py

@@ -0,0 +1,376 @@
+import os
+import sys
+import threading
+
+from . import process
+from . import reduction
+
+__all__ = ()
+
+#
+# Exceptions
+#
+
+class ProcessError(Exception):
+    pass
+
+class BufferTooShort(ProcessError):
+    pass
+
+class TimeoutError(ProcessError):
+    pass
+
+class AuthenticationError(ProcessError):
+    pass
+
+#
+# Base type for contexts. Bound methods of an instance of this type are included in __all__ of __init__.py
+#
+
+class BaseContext(object):
+
+    ProcessError = ProcessError
+    BufferTooShort = BufferTooShort
+    TimeoutError = TimeoutError
+    AuthenticationError = AuthenticationError
+
+    current_process = staticmethod(process.current_process)
+    parent_process = staticmethod(process.parent_process)
+    active_children = staticmethod(process.active_children)
+
+    def cpu_count(self):
+        '''Returns the number of CPUs in the system'''
+        num = os.cpu_count()
+        if num is None:
+            raise NotImplementedError('cannot determine number of cpus')
+        else:
+            return num
+
+    def Manager(self):
+        '''Returns a manager associated with a running server process
+
+        The managers methods such as `Lock()`, `Condition()` and `Queue()`
+        can be used to create shared objects.
+        '''
+        from .managers import SyncManager
+        m = SyncManager(ctx=self.get_context())
+        m.start()
+        return m
+
+    def Pipe(self, duplex=True):
+        '''Returns two connection object connected by a pipe'''
+        from .connection import Pipe
+        return Pipe(duplex)
+
+    def Lock(self):
+        '''Returns a non-recursive lock object'''
+        from .synchronize import Lock
+        return Lock(ctx=self.get_context())
+
+    def RLock(self):
+        '''Returns a recursive lock object'''
+        from .synchronize import RLock
+        return RLock(ctx=self.get_context())
+
+    def Condition(self, lock=None):
+        '''Returns a condition object'''
+        from .synchronize import Condition
+        return Condition(lock, ctx=self.get_context())
+
+    def Semaphore(self, value=1):
+        '''Returns a semaphore object'''
+        from .synchronize import Semaphore
+        return Semaphore(value, ctx=self.get_context())
+
+    def BoundedSemaphore(self, value=1):
+        '''Returns a bounded semaphore object'''
+        from .synchronize import BoundedSemaphore
+        return BoundedSemaphore(value, ctx=self.get_context())
+
+    def Event(self):
+        '''Returns an event object'''
+        from .synchronize import Event
+        return Event(ctx=self.get_context())
+
+    def Barrier(self, parties, action=None, timeout=None):
+        '''Returns a barrier object'''
+        from .synchronize import Barrier
+        return Barrier(parties, action, timeout, ctx=self.get_context())
+
+    def Queue(self, maxsize=0):
+        '''Returns a queue object'''
+        from .queues import Queue
+        return Queue(maxsize, ctx=self.get_context())
+
+    def JoinableQueue(self, maxsize=0):
+        '''Returns a queue object'''
+        from .queues import JoinableQueue
+        return JoinableQueue(maxsize, ctx=self.get_context())
+
+    def SimpleQueue(self):
+        '''Returns a queue object'''
+        from .queues import SimpleQueue
+        return SimpleQueue(ctx=self.get_context())
+
+    def Pool(self, processes=None, initializer=None, initargs=(),
+             maxtasksperchild=None):
+        '''Returns a process pool object'''
+        from .pool import Pool
+        return Pool(processes, initializer, initargs, maxtasksperchild,
+                    context=self.get_context())
+
+    def RawValue(self, typecode_or_type, *args):
+        '''Returns a shared object'''
+        from .sharedctypes import RawValue
+        return RawValue(typecode_or_type, *args)
+
+    def RawArray(self, typecode_or_type, size_or_initializer):
+        '''Returns a shared array'''
+        from .sharedctypes import RawArray
+        return RawArray(typecode_or_type, size_or_initializer)
+
+    def Value(self, typecode_or_type, *args, lock=True):
+        '''Returns a synchronized shared object'''
+        from .sharedctypes import Value
+        return Value(typecode_or_type, *args, lock=lock,
+                     ctx=self.get_context())
+
+    def Array(self, typecode_or_type, size_or_initializer, *, lock=True):
+        '''Returns a synchronized shared array'''
+        from .sharedctypes import Array
+        return Array(typecode_or_type, size_or_initializer, lock=lock,
+                     ctx=self.get_context())
+
+    def freeze_support(self):
+        '''Check whether this is a fake forked process in a frozen executable.
+        If so then run code specified by commandline and exit.
+        '''
+        if sys.platform == 'win32' and getattr(sys, 'frozen', False):
+            from .spawn import freeze_support
+            freeze_support()
+
+    def get_logger(self):
+        '''Return package logger -- if it does not already exist then
+        it is created.
+        '''
+        from .util import get_logger
+        return get_logger()
+
+    def log_to_stderr(self, level=None):
+        '''Turn on logging and add a handler which prints to stderr'''
+        from .util import log_to_stderr
+        return log_to_stderr(level)
+
+    def allow_connection_pickling(self):
+        '''Install support for sending connections and sockets
+        between processes
+        '''
+        # This is undocumented.  In previous versions of multiprocessing
+        # its only effect was to make socket objects inheritable on Windows.
+        from . import connection
+
+    def set_executable(self, executable):
+        '''Sets the path to a python.exe or pythonw.exe binary used to run
+        child processes instead of sys.executable when using the 'spawn'
+        start method.  Useful for people embedding Python.
+        '''
+        from .spawn import set_executable
+        set_executable(executable)
+
+    def set_forkserver_preload(self, module_names):
+        '''Set list of module names to try to load in forkserver process.
+        This is really just a hint.
+        '''
+        from .forkserver import set_forkserver_preload
+        set_forkserver_preload(module_names)
+
+    def get_context(self, method=None):
+        if method is None:
+            return self
+        try:
+            ctx = _concrete_contexts[method]
+        except KeyError:
+            raise ValueError('cannot find context for %r' % method) from None
+        ctx._check_available()
+        return ctx
+
+    def get_start_method(self, allow_none=False):
+        return self._name
+
+    def set_start_method(self, method, force=False):
+        raise ValueError('cannot set start method of concrete context')
+
+    @property
+    def reducer(self):
+        '''Controls how objects will be reduced to a form that can be
+        shared with other processes.'''
+        return globals().get('reduction')
+
+    @reducer.setter
+    def reducer(self, reduction):
+        globals()['reduction'] = reduction
+
+    def _check_available(self):
+        pass
+
+#
+# Type of default context -- underlying context can be set at most once
+#
+
+class Process(process.BaseProcess):
+    _start_method = None
+    @staticmethod
+    def _Popen(process_obj):
+        return _default_context.get_context().Process._Popen(process_obj)
+
+    @staticmethod
+    def _after_fork():
+        return _default_context.get_context().Process._after_fork()
+
+class DefaultContext(BaseContext):
+    Process = Process
+
+    def __init__(self, context):
+        self._default_context = context
+        self._actual_context = None
+
+    def get_context(self, method=None):
+        if method is None:
+            if self._actual_context is None:
+                self._actual_context = self._default_context
+            return self._actual_context
+        else:
+            return super().get_context(method)
+
+    def set_start_method(self, method, force=False):
+        if self._actual_context is not None and not force:
+            raise RuntimeError('context has already been set')
+        if method is None and force:
+            self._actual_context = None
+            return
+        self._actual_context = self.get_context(method)
+
+    def get_start_method(self, allow_none=False):
+        if self._actual_context is None:
+            if allow_none:
+                return None
+            self._actual_context = self._default_context
+        return self._actual_context._name
+
+    def get_all_start_methods(self):
+        if sys.platform == 'win32':
+            return ['spawn']
+        else:
+            methods = ['spawn', 'fork'] if sys.platform == 'darwin' else ['fork', 'spawn']
+            if reduction.HAVE_SEND_HANDLE:
+                methods.append('forkserver')
+            return methods
+
+
+#
+# Context types for fixed start method
+#
+
+if sys.platform != 'win32':
+
+    class ForkProcess(process.BaseProcess):
+        _start_method = 'fork'
+        @staticmethod
+        def _Popen(process_obj):
+            from .popen_fork import Popen
+            return Popen(process_obj)
+
+    class SpawnProcess(process.BaseProcess):
+        _start_method = 'spawn'
+        @staticmethod
+        def _Popen(process_obj):
+            from .popen_spawn_posix import Popen
+            return Popen(process_obj)
+
+        @staticmethod
+        def _after_fork():
+            # process is spawned, nothing to do
+            pass
+
+    class ForkServerProcess(process.BaseProcess):
+        _start_method = 'forkserver'
+        @staticmethod
+        def _Popen(process_obj):
+            from .popen_forkserver import Popen
+            return Popen(process_obj)
+
+    class ForkContext(BaseContext):
+        _name = 'fork'
+        Process = ForkProcess
+
+    class SpawnContext(BaseContext):
+        _name = 'spawn'
+        Process = SpawnProcess
+
+    class ForkServerContext(BaseContext):
+        _name = 'forkserver'
+        Process = ForkServerProcess
+        def _check_available(self):
+            if not reduction.HAVE_SEND_HANDLE:
+                raise ValueError('forkserver start method not available')
+
+    _concrete_contexts = {
+        'fork': ForkContext(),
+        'spawn': SpawnContext(),
+        'forkserver': ForkServerContext(),
+    }
+    if sys.platform == 'darwin':
+        # bpo-33725: running arbitrary code after fork() is no longer reliable
+        # on macOS since macOS 10.14 (Mojave). Use spawn by default instead.
+        _default_context = DefaultContext(_concrete_contexts['fork']) #FIXME: spawn
+    else:
+        _default_context = DefaultContext(_concrete_contexts['fork'])
+
+else:
+
+    class SpawnProcess(process.BaseProcess):
+        _start_method = 'spawn'
+        @staticmethod
+        def _Popen(process_obj):
+            from .popen_spawn_win32 import Popen
+            return Popen(process_obj)
+
+        @staticmethod
+        def _after_fork():
+            # process is spawned, nothing to do
+            pass
+
+    class SpawnContext(BaseContext):
+        _name = 'spawn'
+        Process = SpawnProcess
+
+    _concrete_contexts = {
+        'spawn': SpawnContext(),
+    }
+    _default_context = DefaultContext(_concrete_contexts['spawn'])
+
+#
+# Force the start method
+#
+
+def _force_start_method(method):
+    _default_context._actual_context = _concrete_contexts[method]
+
+#
+# Check that the current thread is spawning a child process
+#
+
+_tls = threading.local()
+
+def get_spawning_popen():
+    return getattr(_tls, 'spawning_popen', None)
+
+def set_spawning_popen(popen):
+    _tls.spawning_popen = popen
+
+def assert_spawning(obj):
+    if get_spawning_popen() is None:
+        raise RuntimeError(
+            '%s objects should only be shared between processes'
+            ' through inheritance' % type(obj).__name__
+            )

venv/lib/python3.10/site-packages/multiprocess/dummy/__init__.py

@@ -0,0 +1,126 @@
+#
+# Support for the API of the multiprocessing package using threads
+#
+# multiprocessing/dummy/__init__.py
+#
+# Copyright (c) 2006-2008, R Oudkerk
+# Licensed to PSF under a Contributor Agreement.
+#
+
+__all__ = [
+    'Process', 'current_process', 'active_children', 'freeze_support',
+    'Lock', 'RLock', 'Semaphore', 'BoundedSemaphore', 'Condition',
+    'Event', 'Barrier', 'Queue', 'Manager', 'Pipe', 'Pool', 'JoinableQueue'
+    ]
+
+#
+# Imports
+#
+
+import threading
+import sys
+import weakref
+import array
+
+from .connection import Pipe
+from threading import Lock, RLock, Semaphore, BoundedSemaphore
+from threading import Event, Condition, Barrier
+from queue import Queue
+
+#
+#
+#
+
+class DummyProcess(threading.Thread):
+
+    def __init__(self, group=None, target=None, name=None, args=(), kwargs={}):
+        threading.Thread.__init__(self, group, target, name, args, kwargs)
+        self._pid = None
+        self._children = weakref.WeakKeyDictionary()
+        self._start_called = False
+        self._parent = current_process()
+
+    def start(self):
+        if self._parent is not current_process():
+            raise RuntimeError(
+                "Parent is {0!r} but current_process is {1!r}".format(
+                    self._parent, current_process()))
+        self._start_called = True
+        if hasattr(self._parent, '_children'):
+            self._parent._children[self] = None
+        threading.Thread.start(self)
+
+    @property
+    def exitcode(self):
+        if self._start_called and not self.is_alive():
+            return 0
+        else:
+            return None
+
+#
+#
+#
+
+Process = DummyProcess
+current_process = threading.current_thread
+current_process()._children = weakref.WeakKeyDictionary()
+
+def active_children():
+    children = current_process()._children
+    for p in list(children):
+        if not p.is_alive():
+            children.pop(p, None)
+    return list(children)
+
+def freeze_support():
+    pass
+
+#
+#
+#
+
+class Namespace(object):
+    def __init__(self, /, **kwds):
+        self.__dict__.update(kwds)
+    def __repr__(self):
+        items = list(self.__dict__.items())
+        temp = []
+        for name, value in items:
+            if not name.startswith('_'):
+                temp.append('%s=%r' % (name, value))
+        temp.sort()
+        return '%s(%s)' % (self.__class__.__name__, ', '.join(temp))
+
+dict = dict
+list = list
+
+def Array(typecode, sequence, lock=True):
+    return array.array(typecode, sequence)
+
+class Value(object):
+    def __init__(self, typecode, value, lock=True):
+        self._typecode = typecode
+        self._value = value
+
+    @property
+    def value(self):
+        return self._value
+
+    @value.setter
+    def value(self, value):
+        self._value = value
+
+    def __repr__(self):
+        return '<%s(%r, %r)>'%(type(self).__name__,self._typecode,self._value)
+
+def Manager():
+    return sys.modules[__name__]
+
+def shutdown():
+    pass
+
+def Pool(processes=None, initializer=None, initargs=()):
+    from ..pool import ThreadPool
+    return ThreadPool(processes, initializer, initargs)
+
+JoinableQueue = Queue

venv/lib/python3.10/site-packages/multiprocess/dummy/connection.py

@@ -0,0 +1,75 @@
+#
+# Analogue of `multiprocessing.connection` which uses queues instead of sockets
+#
+# multiprocessing/dummy/connection.py
+#
+# Copyright (c) 2006-2008, R Oudkerk
+# Licensed to PSF under a Contributor Agreement.
+#
+
+__all__ = [ 'Client', 'Listener', 'Pipe' ]
+
+from queue import Queue
+
+
+families = [None]
+
+
+class Listener(object):
+
+    def __init__(self, address=None, family=None, backlog=1):
+        self._backlog_queue = Queue(backlog)
+
+    def accept(self):
+        return Connection(*self._backlog_queue.get())
+
+    def close(self):
+        self._backlog_queue = None
+
+    @property
+    def address(self):
+        return self._backlog_queue
+
+    def __enter__(self):
+        return self
+
+    def __exit__(self, exc_type, exc_value, exc_tb):
+        self.close()
+
+
+def Client(address):
+    _in, _out = Queue(), Queue()
+    address.put((_out, _in))
+    return Connection(_in, _out)
+
+
+def Pipe(duplex=True):
+    a, b = Queue(), Queue()
+    return Connection(a, b), Connection(b, a)
+
+
+class Connection(object):
+
+    def __init__(self, _in, _out):
+        self._out = _out
+        self._in = _in
+        self.send = self.send_bytes = _out.put
+        self.recv = self.recv_bytes = _in.get
+
+    def poll(self, timeout=0.0):
+        if self._in.qsize() > 0:
+            return True
+        if timeout <= 0.0:
+            return False
+        with self._in.not_empty:
+            self._in.not_empty.wait(timeout)
+        return self._in.qsize() > 0
+
+    def close(self):
+        pass
+
+    def __enter__(self):
+        return self
+
+    def __exit__(self, exc_type, exc_value, exc_tb):
+        self.close()

venv/lib/python3.10/site-packages/multiprocess/managers.py

@@ -0,0 +1,1378 @@
+#
+# Module providing manager classes for dealing
+# with shared objects
+#
+# multiprocessing/managers.py
+#
+# Copyright (c) 2006-2008, R Oudkerk
+# Licensed to PSF under a Contributor Agreement.
+#
+
+__all__ = [ 'BaseManager', 'SyncManager', 'BaseProxy', 'Token' ]
+
+#
+# Imports
+#
+
+import sys
+import threading
+import signal
+import array
+import queue
+import time
+import types
+import os
+from os import getpid
+
+from traceback import format_exc
+
+from . import connection
+from .context import reduction, get_spawning_popen, ProcessError
+from . import pool
+from . import process
+from . import util
+from . import get_context
+try:
+    from . import shared_memory
+except ImportError:
+    HAS_SHMEM = False
+else:
+    HAS_SHMEM = True
+    __all__.append('SharedMemoryManager')
+
+#
+# Register some things for pickling
+#
+
+def reduce_array(a):
+    return array.array, (a.typecode, a.tobytes())
+reduction.register(array.array, reduce_array)
+
+view_types = [type(getattr({}, name)()) for name in ('items','keys','values')]
+if view_types[0] is not list:       # only needed in Py3.0
+    def rebuild_as_list(obj):
+        return list, (list(obj),)
+    for view_type in view_types:
+        reduction.register(view_type, rebuild_as_list)
+
+#
+# Type for identifying shared objects
+#
+
+class Token(object):
+    '''
+    Type to uniquely identify a shared object
+    '''
+    __slots__ = ('typeid', 'address', 'id')
+
+    def __init__(self, typeid, address, id):
+        (self.typeid, self.address, self.id) = (typeid, address, id)
+
+    def __getstate__(self):
+        return (self.typeid, self.address, self.id)
+
+    def __setstate__(self, state):
+        (self.typeid, self.address, self.id) = state
+
+    def __repr__(self):
+        return '%s(typeid=%r, address=%r, id=%r)' % \
+               (self.__class__.__name__, self.typeid, self.address, self.id)
+
+#
+# Function for communication with a manager's server process
+#
+
+def dispatch(c, id, methodname, args=(), kwds={}):
+    '''
+    Send a message to manager using connection `c` and return response
+    '''
+    c.send((id, methodname, args, kwds))
+    kind, result = c.recv()
+    if kind == '#RETURN':
+        return result
+    raise convert_to_error(kind, result)
+
+def convert_to_error(kind, result):
+    if kind == '#ERROR':
+        return result
+    elif kind in ('#TRACEBACK', '#UNSERIALIZABLE'):
+        if not isinstance(result, str):
+            raise TypeError(
+                "Result {0!r} (kind '{1}') type is {2}, not str".format(
+                    result, kind, type(result)))
+        if kind == '#UNSERIALIZABLE':
+            return RemoteError('Unserializable message: %s\n' % result)
+        else:
+            return RemoteError(result)
+    else:
+        return ValueError('Unrecognized message type {!r}'.format(kind))
+
+class RemoteError(Exception):
+    def __str__(self):
+        return ('\n' + '-'*75 + '\n' + str(self.args[0]) + '-'*75)
+
+#
+# Functions for finding the method names of an object
+#
+
+def all_methods(obj):
+    '''
+    Return a list of names of methods of `obj`
+    '''
+    temp = []
+    for name in dir(obj):
+        func = getattr(obj, name)
+        if callable(func):
+            temp.append(name)
+    return temp
+
+def public_methods(obj):
+    '''
+    Return a list of names of methods of `obj` which do not start with '_'
+    '''
+    return [name for name in all_methods(obj) if name[0] != '_']
+
+#
+# Server which is run in a process controlled by a manager
+#
+
+class Server(object):
+    '''
+    Server class which runs in a process controlled by a manager object
+    '''
+    public = ['shutdown', 'create', 'accept_connection', 'get_methods',
+              'debug_info', 'number_of_objects', 'dummy', 'incref', 'decref']
+
+    def __init__(self, registry, address, authkey, serializer):
+        if not isinstance(authkey, bytes):
+            raise TypeError(
+                "Authkey {0!r} is type {1!s}, not bytes".format(
+                    authkey, type(authkey)))
+        self.registry = registry
+        self.authkey = process.AuthenticationString(authkey)
+        Listener, Client = listener_client[serializer]
+
+        # do authentication later
+        self.listener = Listener(address=address, backlog=16)
+        self.address = self.listener.address
+
+        self.id_to_obj = {'0': (None, ())}
+        self.id_to_refcount = {}
+        self.id_to_local_proxy_obj = {}
+        self.mutex = threading.Lock()
+
+    def serve_forever(self):
+        '''
+        Run the server forever
+        '''
+        self.stop_event = threading.Event()
+        process.current_process()._manager_server = self
+        try:
+            accepter = threading.Thread(target=self.accepter)
+            accepter.daemon = True
+            accepter.start()
+            try:
+                while not self.stop_event.is_set():
+                    self.stop_event.wait(1)
+            except (KeyboardInterrupt, SystemExit):
+                pass
+        finally:
+            if sys.stdout != sys.__stdout__: # what about stderr?
+                util.debug('resetting stdout, stderr')
+                sys.stdout = sys.__stdout__
+                sys.stderr = sys.__stderr__
+            sys.exit(0)
+
+    def accepter(self):
+        while True:
+            try:
+                c = self.listener.accept()
+            except OSError:
+                continue
+            t = threading.Thread(target=self.handle_request, args=(c,))
+            t.daemon = True
+            t.start()
+
+    def _handle_request(self, c):
+        request = None
+        try:
+            connection.deliver_challenge(c, self.authkey)
+            connection.answer_challenge(c, self.authkey)
+            request = c.recv()
+            ignore, funcname, args, kwds = request
+            assert funcname in self.public, '%r unrecognized' % funcname
+            func = getattr(self, funcname)
+        except Exception:
+            msg = ('#TRACEBACK', format_exc())
+        else:
+            try:
+                result = func(c, *args, **kwds)
+            except Exception:
+                msg = ('#TRACEBACK', format_exc())
+            else:
+                msg = ('#RETURN', result)
+
+        try:
+            c.send(msg)
+        except Exception as e:
+            try:
+                c.send(('#TRACEBACK', format_exc()))
+            except Exception:
+                pass
+            util.info('Failure to send message: %r', msg)
+            util.info(' ... request was %r', request)
+            util.info(' ... exception was %r', e)
+
+    def handle_request(self, conn):
+        '''
+        Handle a new connection
+        '''
+        try:
+            self._handle_request(conn)
+        except SystemExit:
+            # Server.serve_client() calls sys.exit(0) on EOF
+            pass
+        finally:
+            conn.close()
+
+    def serve_client(self, conn):
+        '''
+        Handle requests from the proxies in a particular process/thread
+        '''
+        util.debug('starting server thread to service %r',
+                   threading.current_thread().name)
+
+        recv = conn.recv
+        send = conn.send
+        id_to_obj = self.id_to_obj
+
+        while not self.stop_event.is_set():
+
+            try:
+                methodname = obj = None
+                request = recv()
+                ident, methodname, args, kwds = request
+                try:
+                    obj, exposed, gettypeid = id_to_obj[ident]
+                except KeyError as ke:
+                    try:
+                        obj, exposed, gettypeid = \
+                            self.id_to_local_proxy_obj[ident]
+                    except KeyError:
+                        raise ke
+
+                if methodname not in exposed:
+                    raise AttributeError(
+                        'method %r of %r object is not in exposed=%r' %
+                        (methodname, type(obj), exposed)
+                        )
+
+                function = getattr(obj, methodname)
+
+                try:
+                    res = function(*args, **kwds)
+                except Exception as e:
+                    msg = ('#ERROR', e)
+                else:
+                    typeid = gettypeid and gettypeid.get(methodname, None)
+                    if typeid:
+                        rident, rexposed = self.create(conn, typeid, res)
+                        token = Token(typeid, self.address, rident)
+                        msg = ('#PROXY', (rexposed, token))
+                    else:
+                        msg = ('#RETURN', res)
+
+            except AttributeError:
+                if methodname is None:
+                    msg = ('#TRACEBACK', format_exc())
+                else:
+                    try:
+                        fallback_func = self.fallback_mapping[methodname]
+                        result = fallback_func(
+                            self, conn, ident, obj, *args, **kwds
+                            )
+                        msg = ('#RETURN', result)
+                    except Exception:
+                        msg = ('#TRACEBACK', format_exc())
+
+            except EOFError:
+                util.debug('got EOF -- exiting thread serving %r',
+                           threading.current_thread().name)
+                sys.exit(0)
+
+            except Exception:
+                msg = ('#TRACEBACK', format_exc())
+
+            try:
+                try:
+                    send(msg)
+                except Exception:
+                    send(('#UNSERIALIZABLE', format_exc()))
+            except Exception as e:
+                util.info('exception in thread serving %r',
+                        threading.current_thread().name)
+                util.info(' ... message was %r', msg)
+                util.info(' ... exception was %r', e)
+                conn.close()
+                sys.exit(1)
+
+    def fallback_getvalue(self, conn, ident, obj):
+        return obj
+
+    def fallback_str(self, conn, ident, obj):
+        return str(obj)
+
+    def fallback_repr(self, conn, ident, obj):
+        return repr(obj)
+
+    fallback_mapping = {
+        '__str__':fallback_str,
+        '__repr__':fallback_repr,
+        '#GETVALUE':fallback_getvalue
+        }
+
+    def dummy(self, c):
+        pass
+
+    def debug_info(self, c):
+        '''
+        Return some info --- useful to spot problems with refcounting
+        '''
+        # Perhaps include debug info about 'c'?
+        with self.mutex:
+            result = []
+            keys = list(self.id_to_refcount.keys())
+            keys.sort()
+            for ident in keys:
+                if ident != '0':
+                    result.append('  %s:       refcount=%s\n    %s' %
+                                  (ident, self.id_to_refcount[ident],
+                                   str(self.id_to_obj[ident][0])[:75]))
+            return '\n'.join(result)
+
+    def number_of_objects(self, c):
+        '''
+        Number of shared objects
+        '''
+        # Doesn't use (len(self.id_to_obj) - 1) as we shouldn't count ident='0'
+        return len(self.id_to_refcount)
+
+    def shutdown(self, c):
+        '''
+        Shutdown this process
+        '''
+        try:
+            util.debug('manager received shutdown message')
+            c.send(('#RETURN', None))
+        except:
+            import traceback
+            traceback.print_exc()
+        finally:
+            self.stop_event.set()
+
+    def create(self, c, typeid, /, *args, **kwds):
+        '''
+        Create a new shared object and return its id
+        '''
+        with self.mutex:
+            callable, exposed, method_to_typeid, proxytype = \
+                      self.registry[typeid]
+
+            if callable is None:
+                if kwds or (len(args) != 1):
+                    raise ValueError(
+                        "Without callable, must have one non-keyword argument")
+                obj = args[0]
+            else:
+                obj = callable(*args, **kwds)
+
+            if exposed is None:
+                exposed = public_methods(obj)
+            if method_to_typeid is not None:
+                if not isinstance(method_to_typeid, dict):
+                    raise TypeError(
+                        "Method_to_typeid {0!r}: type {1!s}, not dict".format(
+                            method_to_typeid, type(method_to_typeid)))
+                exposed = list(exposed) + list(method_to_typeid)
+
+            ident = '%x' % id(obj)  # convert to string because xmlrpclib
+                                    # only has 32 bit signed integers
+            util.debug('%r callable returned object with id %r', typeid, ident)
+
+            self.id_to_obj[ident] = (obj, set(exposed), method_to_typeid)
+            if ident not in self.id_to_refcount:
+                self.id_to_refcount[ident] = 0
+
+        self.incref(c, ident)
+        return ident, tuple(exposed)
+
+    def get_methods(self, c, token):
+        '''
+        Return the methods of the shared object indicated by token
+        '''
+        return tuple(self.id_to_obj[token.id][1])
+
+    def accept_connection(self, c, name):
+        '''
+        Spawn a new thread to serve this connection
+        '''
+        threading.current_thread().name = name
+        c.send(('#RETURN', None))
+        self.serve_client(c)
+
+    def incref(self, c, ident):
+        with self.mutex:
+            try:
+                self.id_to_refcount[ident] += 1
+            except KeyError as ke:
+                # If no external references exist but an internal (to the
+                # manager) still does and a new external reference is created
+                # from it, restore the manager's tracking of it from the
+                # previously stashed internal ref.
+                if ident in self.id_to_local_proxy_obj:
+                    self.id_to_refcount[ident] = 1
+                    self.id_to_obj[ident] = \
+                        self.id_to_local_proxy_obj[ident]
+                    obj, exposed, gettypeid = self.id_to_obj[ident]
+                    util.debug('Server re-enabled tracking & INCREF %r', ident)
+                else:
+                    raise ke
+
+    def decref(self, c, ident):
+        if ident not in self.id_to_refcount and \
+            ident in self.id_to_local_proxy_obj:
+            util.debug('Server DECREF skipping %r', ident)
+            return
+
+        with self.mutex:
+            if self.id_to_refcount[ident] <= 0:
+                raise AssertionError(
+                    "Id {0!s} ({1!r}) has refcount {2:n}, not 1+".format(
+                        ident, self.id_to_obj[ident],
+                        self.id_to_refcount[ident]))
+            self.id_to_refcount[ident] -= 1
+            if self.id_to_refcount[ident] == 0:
+                del self.id_to_refcount[ident]
+
+        if ident not in self.id_to_refcount:
+            # Two-step process in case the object turns out to contain other
+            # proxy objects (e.g. a managed list of managed lists).
+            # Otherwise, deleting self.id_to_obj[ident] would trigger the
+            # deleting of the stored value (another managed object) which would
+            # in turn attempt to acquire the mutex that is already held here.
+            self.id_to_obj[ident] = (None, (), None)  # thread-safe
+            util.debug('disposing of obj with id %r', ident)
+            with self.mutex:
+                del self.id_to_obj[ident]
+
+
+#
+# Class to represent state of a manager
+#
+
+class State(object):
+    __slots__ = ['value']
+    INITIAL = 0
+    STARTED = 1
+    SHUTDOWN = 2
+
+#
+# Mapping from serializer name to Listener and Client types
+#
+
+listener_client = { #XXX: register dill?
+    'pickle' : (connection.Listener, connection.Client),
+    'xmlrpclib' : (connection.XmlListener, connection.XmlClient)
+    }
+
+#
+# Definition of BaseManager
+#
+
+class BaseManager(object):
+    '''
+    Base class for managers
+    '''
+    _registry = {}
+    _Server = Server
+
+    def __init__(self, address=None, authkey=None, serializer='pickle',
+                 ctx=None):
+        if authkey is None:
+            authkey = process.current_process().authkey
+        self._address = address     # XXX not final address if eg ('', 0)
+        self._authkey = process.AuthenticationString(authkey)
+        self._state = State()
+        self._state.value = State.INITIAL
+        self._serializer = serializer
+        self._Listener, self._Client = listener_client[serializer]
+        self._ctx = ctx or get_context()
+
+    def get_server(self):
+        '''
+        Return server object with serve_forever() method and address attribute
+        '''
+        if self._state.value != State.INITIAL:
+            if self._state.value == State.STARTED:
+                raise ProcessError("Already started server")
+            elif self._state.value == State.SHUTDOWN:
+                raise ProcessError("Manager has shut down")
+            else:
+                raise ProcessError(
+                    "Unknown state {!r}".format(self._state.value))
+        return Server(self._registry, self._address,
+                      self._authkey, self._serializer)
+
+    def connect(self):
+        '''
+        Connect manager object to the server process
+        '''
+        Listener, Client = listener_client[self._serializer]
+        conn = Client(self._address, authkey=self._authkey)
+        dispatch(conn, None, 'dummy')
+        self._state.value = State.STARTED
+
+    def start(self, initializer=None, initargs=()):
+        '''
+        Spawn a server process for this manager object
+        '''
+        if self._state.value != State.INITIAL:
+            if self._state.value == State.STARTED:
+                raise ProcessError("Already started server")
+            elif self._state.value == State.SHUTDOWN:
+                raise ProcessError("Manager has shut down")
+            else:
+                raise ProcessError(
+                    "Unknown state {!r}".format(self._state.value))
+
+        if initializer is not None and not callable(initializer):
+            raise TypeError('initializer must be a callable')
+
+        # pipe over which we will retrieve address of server
+        reader, writer = connection.Pipe(duplex=False)
+
+        # spawn process which runs a server
+        self._process = self._ctx.Process(
+            target=type(self)._run_server,
+            args=(self._registry, self._address, self._authkey,
+                  self._serializer, writer, initializer, initargs),
+            )
+        ident = ':'.join(str(i) for i in self._process._identity)
+        self._process.name = type(self).__name__  + '-' + ident
+        self._process.start()
+
+        # get address of server
+        writer.close()
+        self._address = reader.recv()
+        reader.close()
+
+        # register a finalizer
+        self._state.value = State.STARTED
+        self.shutdown = util.Finalize(
+            self, type(self)._finalize_manager,
+            args=(self._process, self._address, self._authkey,
+                  self._state, self._Client),
+            exitpriority=0
+            )
+
+    @classmethod
+    def _run_server(cls, registry, address, authkey, serializer, writer,
+                    initializer=None, initargs=()):
+        '''
+        Create a server, report its address and run it
+        '''
+        # bpo-36368: protect server process from KeyboardInterrupt signals
+        signal.signal(signal.SIGINT, signal.SIG_IGN)
+
+        if initializer is not None:
+            initializer(*initargs)
+
+        # create server
+        server = cls._Server(registry, address, authkey, serializer)
+
+        # inform parent process of the server's address
+        writer.send(server.address)
+        writer.close()
+
+        # run the manager
+        util.info('manager serving at %r', server.address)
+        server.serve_forever()
+
+    def _create(self, typeid, /, *args, **kwds):
+        '''
+        Create a new shared object; return the token and exposed tuple
+        '''
+        assert self._state.value == State.STARTED, 'server not yet started'
+        conn = self._Client(self._address, authkey=self._authkey)
+        try:
+            id, exposed = dispatch(conn, None, 'create', (typeid,)+args, kwds)
+        finally:
+            conn.close()
+        return Token(typeid, self._address, id), exposed
+
+    def join(self, timeout=None):
+        '''
+        Join the manager process (if it has been spawned)
+        '''
+        if self._process is not None:
+            self._process.join(timeout)
+            if not self._process.is_alive():
+                self._process = None
+
+    def _debug_info(self):
+        '''
+        Return some info about the servers shared objects and connections
+        '''
+        conn = self._Client(self._address, authkey=self._authkey)
+        try:
+            return dispatch(conn, None, 'debug_info')
+        finally:
+            conn.close()
+
+    def _number_of_objects(self):
+        '''
+        Return the number of shared objects
+        '''
+        conn = self._Client(self._address, authkey=self._authkey)
+        try:
+            return dispatch(conn, None, 'number_of_objects')
+        finally:
+            conn.close()
+
+    def __enter__(self):
+        if self._state.value == State.INITIAL:
+            self.start()
+        if self._state.value != State.STARTED:
+            if self._state.value == State.INITIAL:
+                raise ProcessError("Unable to start server")
+            elif self._state.value == State.SHUTDOWN:
+                raise ProcessError("Manager has shut down")
+            else:
+                raise ProcessError(
+                    "Unknown state {!r}".format(self._state.value))
+        return self
+
+    def __exit__(self, exc_type, exc_val, exc_tb):
+        self.shutdown()
+
+    @staticmethod
+    def _finalize_manager(process, address, authkey, state, _Client):
+        '''
+        Shutdown the manager process; will be registered as a finalizer
+        '''
+        if process.is_alive():
+            util.info('sending shutdown message to manager')
+            try:
+                conn = _Client(address, authkey=authkey)
+                try:
+                    dispatch(conn, None, 'shutdown')
+                finally:
+                    conn.close()
+            except Exception:
+                pass
+
+            process.join(timeout=1.0)
+            if process.is_alive():
+                util.info('manager still alive')
+                if hasattr(process, 'terminate'):
+                    util.info('trying to `terminate()` manager process')
+                    process.terminate()
+                    process.join(timeout=1.0)
+                    if process.is_alive():
+                        util.info('manager still alive after terminate')
+
+        state.value = State.SHUTDOWN
+        try:
+            del BaseProxy._address_to_local[address]
+        except KeyError:
+            pass
+
+    @property
+    def address(self):
+        return self._address
+
+    @classmethod
+    def register(cls, typeid, callable=None, proxytype=None, exposed=None,
+                 method_to_typeid=None, create_method=True):
+        '''
+        Register a typeid with the manager type
+        '''
+        if '_registry' not in cls.__dict__:
+            cls._registry = cls._registry.copy()
+
+        if proxytype is None:
+            proxytype = AutoProxy
+
+        exposed = exposed or getattr(proxytype, '_exposed_', None)
+
+        method_to_typeid = method_to_typeid or \
+                           getattr(proxytype, '_method_to_typeid_', None)
+
+        if method_to_typeid:
+            for key, value in list(method_to_typeid.items()): # isinstance?
+                assert type(key) is str, '%r is not a string' % key
+                assert type(value) is str, '%r is not a string' % value
+
+        cls._registry[typeid] = (
+            callable, exposed, method_to_typeid, proxytype
+            )
+
+        if create_method:
+            def temp(self, /, *args, **kwds):
+                util.debug('requesting creation of a shared %r object', typeid)
+                token, exp = self._create(typeid, *args, **kwds)
+                proxy = proxytype(
+                    token, self._serializer, manager=self,
+                    authkey=self._authkey, exposed=exp
+                    )
+                conn = self._Client(token.address, authkey=self._authkey)
+                dispatch(conn, None, 'decref', (token.id,))
+                return proxy
+            temp.__name__ = typeid
+            setattr(cls, typeid, temp)
+
+#
+# Subclass of set which get cleared after a fork
+#
+
+class ProcessLocalSet(set):
+    def __init__(self):
+        util.register_after_fork(self, lambda obj: obj.clear())
+    def __reduce__(self):
+        return type(self), ()
+
+#
+# Definition of BaseProxy
+#
+
+class BaseProxy(object):
+    '''
+    A base for proxies of shared objects
+    '''
+    _address_to_local = {}
+    _mutex = util.ForkAwareThreadLock()
+
+    def __init__(self, token, serializer, manager=None,
+                 authkey=None, exposed=None, incref=True, manager_owned=False):
+        with BaseProxy._mutex:
+            tls_idset = BaseProxy._address_to_local.get(token.address, None)
+            if tls_idset is None:
+                tls_idset = util.ForkAwareLocal(), ProcessLocalSet()
+                BaseProxy._address_to_local[token.address] = tls_idset
+
+        # self._tls is used to record the connection used by this
+        # thread to communicate with the manager at token.address
+        self._tls = tls_idset[0]
+
+        # self._idset is used to record the identities of all shared
+        # objects for which the current process owns references and
+        # which are in the manager at token.address
+        self._idset = tls_idset[1]
+
+        self._token = token
+        self._id = self._token.id
+        self._manager = manager
+        self._serializer = serializer
+        self._Client = listener_client[serializer][1]
+
+        # Should be set to True only when a proxy object is being created
+        # on the manager server; primary use case: nested proxy objects.
+        # RebuildProxy detects when a proxy is being created on the manager
+        # and sets this value appropriately.
+        self._owned_by_manager = manager_owned
+
+        if authkey is not None:
+            self._authkey = process.AuthenticationString(authkey)
+        elif self._manager is not None:
+            self._authkey = self._manager._authkey
+        else:
+            self._authkey = process.current_process().authkey
+
+        if incref:
+            self._incref()
+
+        util.register_after_fork(self, BaseProxy._after_fork)
+
+    def _connect(self):
+        util.debug('making connection to manager')
+        name = process.current_process().name
+        if threading.current_thread().name != 'MainThread':
+            name += '|' + threading.current_thread().name
+        conn = self._Client(self._token.address, authkey=self._authkey)
+        dispatch(conn, None, 'accept_connection', (name,))
+        self._tls.connection = conn
+
+    def _callmethod(self, methodname, args=(), kwds={}):
+        '''
+        Try to call a method of the referent and return a copy of the result
+        '''
+        try:
+            conn = self._tls.connection
+        except AttributeError:
+            util.debug('thread %r does not own a connection',
+                       threading.current_thread().name)
+            self._connect()
+            conn = self._tls.connection
+
+        conn.send((self._id, methodname, args, kwds))
+        kind, result = conn.recv()
+
+        if kind == '#RETURN':
+            return result
+        elif kind == '#PROXY':
+            exposed, token = result
+            proxytype = self._manager._registry[token.typeid][-1]
+            token.address = self._token.address
+            proxy = proxytype(
+                token, self._serializer, manager=self._manager,
+                authkey=self._authkey, exposed=exposed
+                )
+            conn = self._Client(token.address, authkey=self._authkey)
+            dispatch(conn, None, 'decref', (token.id,))
+            return proxy
+        raise convert_to_error(kind, result)
+
+    def _getvalue(self):
+        '''
+        Get a copy of the value of the referent
+        '''
+        return self._callmethod('#GETVALUE')
+
+    def _incref(self):
+        if self._owned_by_manager:
+            util.debug('owned_by_manager skipped INCREF of %r', self._token.id)
+            return
+
+        conn = self._Client(self._token.address, authkey=self._authkey)
+        dispatch(conn, None, 'incref', (self._id,))
+        util.debug('INCREF %r', self._token.id)
+
+        self._idset.add(self._id)
+
+        state = self._manager and self._manager._state
+
+        self._close = util.Finalize(
+            self, BaseProxy._decref,
+            args=(self._token, self._authkey, state,
+                  self._tls, self._idset, self._Client),
+            exitpriority=10
+            )
+
+    @staticmethod
+    def _decref(token, authkey, state, tls, idset, _Client):
+        idset.discard(token.id)
+
+        # check whether manager is still alive
+        if state is None or state.value == State.STARTED:
+            # tell manager this process no longer cares about referent
+            try:
+                util.debug('DECREF %r', token.id)
+                conn = _Client(token.address, authkey=authkey)
+                dispatch(conn, None, 'decref', (token.id,))
+            except Exception as e:
+                util.debug('... decref failed %s', e)
+
+        else:
+            util.debug('DECREF %r -- manager already shutdown', token.id)
+
+        # check whether we can close this thread's connection because
+        # the process owns no more references to objects for this manager
+        if not idset and hasattr(tls, 'connection'):
+            util.debug('thread %r has no more proxies so closing conn',
+                       threading.current_thread().name)
+            tls.connection.close()
+            del tls.connection
+
+    def _after_fork(self):
+        self._manager = None
+        try:
+            self._incref()
+        except Exception as e:
+            # the proxy may just be for a manager which has shutdown
+            util.info('incref failed: %s' % e)
+
+    def __reduce__(self):
+        kwds = {}
+        if get_spawning_popen() is not None:
+            kwds['authkey'] = self._authkey
+
+        if getattr(self, '_isauto', False):
+            kwds['exposed'] = self._exposed_
+            return (RebuildProxy,
+                    (AutoProxy, self._token, self._serializer, kwds))
+        else:
+            return (RebuildProxy,
+                    (type(self), self._token, self._serializer, kwds))
+
+    def __deepcopy__(self, memo):
+        return self._getvalue()
+
+    def __repr__(self):
+        return '<%s object, typeid %r at %#x>' % \
+               (type(self).__name__, self._token.typeid, id(self))
+
+    def __str__(self):
+        '''
+        Return representation of the referent (or a fall-back if that fails)
+        '''
+        try:
+            return self._callmethod('__repr__')
+        except Exception:
+            return repr(self)[:-1] + "; '__str__()' failed>"
+
+#
+# Function used for unpickling
+#
+
+def RebuildProxy(func, token, serializer, kwds):
+    '''
+    Function used for unpickling proxy objects.
+    '''
+    server = getattr(process.current_process(), '_manager_server', None)
+    if server and server.address == token.address:
+        util.debug('Rebuild a proxy owned by manager, token=%r', token)
+        kwds['manager_owned'] = True
+        if token.id not in server.id_to_local_proxy_obj:
+            server.id_to_local_proxy_obj[token.id] = \
+                server.id_to_obj[token.id]
+    incref = (
+        kwds.pop('incref', True) and
+        not getattr(process.current_process(), '_inheriting', False)
+        )
+    return func(token, serializer, incref=incref, **kwds)
+
+#
+# Functions to create proxies and proxy types
+#
+
+def MakeProxyType(name, exposed, _cache={}):
+    '''
+    Return a proxy type whose methods are given by `exposed`
+    '''
+    exposed = tuple(exposed)
+    try:
+        return _cache[(name, exposed)]
+    except KeyError:
+        pass
+
+    dic = {}
+
+    for meth in exposed:
+        exec('''def %s(self, /, *args, **kwds):
+        return self._callmethod(%r, args, kwds)''' % (meth, meth), dic)
+
+    ProxyType = type(name, (BaseProxy,), dic)
+    ProxyType._exposed_ = exposed
+    _cache[(name, exposed)] = ProxyType
+    return ProxyType
+
+
+def AutoProxy(token, serializer, manager=None, authkey=None,
+              exposed=None, incref=True, manager_owned=False):
+    '''
+    Return an auto-proxy for `token`
+    '''
+    _Client = listener_client[serializer][1]
+
+    if exposed is None:
+        conn = _Client(token.address, authkey=authkey)
+        try:
+            exposed = dispatch(conn, None, 'get_methods', (token,))
+        finally:
+            conn.close()
+
+    if authkey is None and manager is not None:
+        authkey = manager._authkey
+    if authkey is None:
+        authkey = process.current_process().authkey
+
+    ProxyType = MakeProxyType('AutoProxy[%s]' % token.typeid, exposed)
+    proxy = ProxyType(token, serializer, manager=manager, authkey=authkey,
+                      incref=incref, manager_owned=manager_owned)
+    proxy._isauto = True
+    return proxy
+
+#
+# Types/callables which we will register with SyncManager
+#
+
+class Namespace(object):
+    def __init__(self, /, **kwds):
+        self.__dict__.update(kwds)
+    def __repr__(self):
+        items = list(self.__dict__.items())
+        temp = []
+        for name, value in items:
+            if not name.startswith('_'):
+                temp.append('%s=%r' % (name, value))
+        temp.sort()
+        return '%s(%s)' % (self.__class__.__name__, ', '.join(temp))
+
+class Value(object):
+    def __init__(self, typecode, value, lock=True):
+        self._typecode = typecode
+        self._value = value
+    def get(self):
+        return self._value
+    def set(self, value):
+        self._value = value
+    def __repr__(self):
+        return '%s(%r, %r)'%(type(self).__name__, self._typecode, self._value)
+    value = property(get, set)
+
+def Array(typecode, sequence, lock=True):
+    return array.array(typecode, sequence)
+
+#
+# Proxy types used by SyncManager
+#
+
+class IteratorProxy(BaseProxy):
+    _exposed_ = ('__next__', 'send', 'throw', 'close')
+    def __iter__(self):
+        return self
+    def __next__(self, *args):
+        return self._callmethod('__next__', args)
+    def send(self, *args):
+        return self._callmethod('send', args)
+    def throw(self, *args):
+        return self._callmethod('throw', args)
+    def close(self, *args):
+        return self._callmethod('close', args)
+
+
+class AcquirerProxy(BaseProxy):
+    _exposed_ = ('acquire', 'release')
+    def acquire(self, blocking=True, timeout=None):
+        args = (blocking,) if timeout is None else (blocking, timeout)
+        return self._callmethod('acquire', args)
+    def release(self):
+        return self._callmethod('release')
+    def __enter__(self):
+        return self._callmethod('acquire')
+    def __exit__(self, exc_type, exc_val, exc_tb):
+        return self._callmethod('release')
+
+
+class ConditionProxy(AcquirerProxy):
+    _exposed_ = ('acquire', 'release', 'wait', 'notify', 'notify_all')
+    def wait(self, timeout=None):
+        return self._callmethod('wait', (timeout,))
+    def notify(self, n=1):
+        return self._callmethod('notify', (n,))
+    def notify_all(self):
+        return self._callmethod('notify_all')
+    def wait_for(self, predicate, timeout=None):
+        result = predicate()
+        if result:
+            return result
+        if timeout is not None:
+            endtime = getattr(time,'monotonic',time.time)() + timeout
+        else:
+            endtime = None
+            waittime = None
+        while not result:
+            if endtime is not None:
+                waittime = endtime - getattr(time,'monotonic',time.time)()
+                if waittime <= 0:
+                    break
+            self.wait(waittime)
+            result = predicate()
+        return result
+
+
+class EventProxy(BaseProxy):
+    _exposed_ = ('is_set', 'set', 'clear', 'wait')
+    def is_set(self):
+        return self._callmethod('is_set')
+    def set(self):
+        return self._callmethod('set')
+    def clear(self):
+        return self._callmethod('clear')
+    def wait(self, timeout=None):
+        return self._callmethod('wait', (timeout,))
+
+
+class BarrierProxy(BaseProxy):
+    _exposed_ = ('__getattribute__', 'wait', 'abort', 'reset')
+    def wait(self, timeout=None):
+        return self._callmethod('wait', (timeout,))
+    def abort(self):
+        return self._callmethod('abort')
+    def reset(self):
+        return self._callmethod('reset')
+    @property
+    def parties(self):
+        return self._callmethod('__getattribute__', ('parties',))
+    @property
+    def n_waiting(self):
+        return self._callmethod('__getattribute__', ('n_waiting',))
+    @property
+    def broken(self):
+        return self._callmethod('__getattribute__', ('broken',))
+
+
+class NamespaceProxy(BaseProxy):
+    _exposed_ = ('__getattribute__', '__setattr__', '__delattr__')
+    def __getattr__(self, key):
+        if key[0] == '_':
+            return object.__getattribute__(self, key)
+        callmethod = object.__getattribute__(self, '_callmethod')
+        return callmethod('__getattribute__', (key,))
+    def __setattr__(self, key, value):
+        if key[0] == '_':
+            return object.__setattr__(self, key, value)
+        callmethod = object.__getattribute__(self, '_callmethod')
+        return callmethod('__setattr__', (key, value))
+    def __delattr__(self, key):
+        if key[0] == '_':
+            return object.__delattr__(self, key)
+        callmethod = object.__getattribute__(self, '_callmethod')
+        return callmethod('__delattr__', (key,))
+
+
+class ValueProxy(BaseProxy):
+    _exposed_ = ('get', 'set')
+    def get(self):
+        return self._callmethod('get')
+    def set(self, value):
+        return self._callmethod('set', (value,))
+    value = property(get, set)
+
+    __class_getitem__ = classmethod(types.GenericAlias)
+
+
+BaseListProxy = MakeProxyType('BaseListProxy', (
+    '__add__', '__contains__', '__delitem__', '__getitem__', '__len__',
+    '__mul__', '__reversed__', '__rmul__', '__setitem__',
+    'append', 'count', 'extend', 'index', 'insert', 'pop', 'remove',
+    'reverse', 'sort', '__imul__'
+    ))
+class ListProxy(BaseListProxy):
+    def __iadd__(self, value):
+        self._callmethod('extend', (value,))
+        return self
+    def __imul__(self, value):
+        self._callmethod('__imul__', (value,))
+        return self
+
+
+DictProxy = MakeProxyType('DictProxy', (
+    '__contains__', '__delitem__', '__getitem__', '__iter__', '__len__',
+    '__setitem__', 'clear', 'copy', 'get', 'items',
+    'keys', 'pop', 'popitem', 'setdefault', 'update', 'values'
+    ))
+DictProxy._method_to_typeid_ = {
+    '__iter__': 'Iterator',
+    }
+
+
+ArrayProxy = MakeProxyType('ArrayProxy', (
+    '__len__', '__getitem__', '__setitem__'
+    ))
+
+
+BasePoolProxy = MakeProxyType('PoolProxy', (
+    'apply', 'apply_async', 'close', 'imap', 'imap_unordered', 'join',
+    'map', 'map_async', 'starmap', 'starmap_async', 'terminate',
+    ))
+BasePoolProxy._method_to_typeid_ = {
+    'apply_async': 'AsyncResult',
+    'map_async': 'AsyncResult',
+    'starmap_async': 'AsyncResult',
+    'imap': 'Iterator',
+    'imap_unordered': 'Iterator'
+    }
+class PoolProxy(BasePoolProxy):
+    def __enter__(self):
+        return self
+    def __exit__(self, exc_type, exc_val, exc_tb):
+        self.terminate()
+
+#
+# Definition of SyncManager
+#
+
+class SyncManager(BaseManager):
+    '''
+    Subclass of `BaseManager` which supports a number of shared object types.
+
+    The types registered are those intended for the synchronization
+    of threads, plus `dict`, `list` and `Namespace`.
+
+    The `multiprocess.Manager()` function creates started instances of
+    this class.
+    '''
+
+SyncManager.register('Queue', queue.Queue)
+SyncManager.register('JoinableQueue', queue.Queue)
+SyncManager.register('Event', threading.Event, EventProxy)
+SyncManager.register('Lock', threading.Lock, AcquirerProxy)
+SyncManager.register('RLock', threading.RLock, AcquirerProxy)
+SyncManager.register('Semaphore', threading.Semaphore, AcquirerProxy)
+SyncManager.register('BoundedSemaphore', threading.BoundedSemaphore,
+                     AcquirerProxy)
+SyncManager.register('Condition', threading.Condition, ConditionProxy)
+SyncManager.register('Barrier', threading.Barrier, BarrierProxy)
+SyncManager.register('Pool', pool.Pool, PoolProxy)
+SyncManager.register('list', list, ListProxy)
+SyncManager.register('dict', dict, DictProxy)
+SyncManager.register('Value', Value, ValueProxy)
+SyncManager.register('Array', Array, ArrayProxy)
+SyncManager.register('Namespace', Namespace, NamespaceProxy)
+
+# types returned by methods of PoolProxy
+SyncManager.register('Iterator', proxytype=IteratorProxy, create_method=False)
+SyncManager.register('AsyncResult', create_method=False)
+
+#
+# Definition of SharedMemoryManager and SharedMemoryServer
+#
+
+if HAS_SHMEM:
+    class _SharedMemoryTracker:
+        "Manages one or more shared memory segments."
+
+        def __init__(self, name, segment_names=[]):
+            self.shared_memory_context_name = name
+            self.segment_names = segment_names
+
+        def register_segment(self, segment_name):
+            "Adds the supplied shared memory block name to tracker."
+            util.debug(f"Register segment {segment_name!r} in pid {getpid()}")
+            self.segment_names.append(segment_name)
+
+        def destroy_segment(self, segment_name):
+            """Calls unlink() on the shared memory block with the supplied name
+            and removes it from the list of blocks being tracked."""
+            util.debug(f"Destroy segment {segment_name!r} in pid {getpid()}")
+            self.segment_names.remove(segment_name)
+            segment = shared_memory.SharedMemory(segment_name)
+            segment.close()
+            segment.unlink()
+
+        def unlink(self):
+            "Calls destroy_segment() on all tracked shared memory blocks."
+            for segment_name in self.segment_names[:]:
+                self.destroy_segment(segment_name)
+
+        def __del__(self):
+            util.debug(f"Call {self.__class__.__name__}.__del__ in {getpid()}")
+            self.unlink()
+
+        def __getstate__(self):
+            return (self.shared_memory_context_name, self.segment_names)
+
+        def __setstate__(self, state):
+            self.__init__(*state)
+
+
+    class SharedMemoryServer(Server):
+
+        public = Server.public + \
+                 ['track_segment', 'release_segment', 'list_segments']
+
+        def __init__(self, *args, **kwargs):
+            Server.__init__(self, *args, **kwargs)
+            address = self.address
+            # The address of Linux abstract namespaces can be bytes
+            if isinstance(address, bytes):
+                address = os.fsdecode(address)
+            self.shared_memory_context = \
+                _SharedMemoryTracker(f"shm_{address}_{getpid()}")
+            util.debug(f"SharedMemoryServer started by pid {getpid()}")
+
+        def create(self, c, typeid, /, *args, **kwargs):
+            """Create a new distributed-shared object (not backed by a shared
+            memory block) and return its id to be used in a Proxy Object."""
+            # Unless set up as a shared proxy, don't make shared_memory_context
+            # a standard part of kwargs.  This makes things easier for supplying
+            # simple functions.
+            if hasattr(self.registry[typeid][-1], "_shared_memory_proxy"):
+                kwargs['shared_memory_context'] = self.shared_memory_context
+            return Server.create(self, c, typeid, *args, **kwargs)
+
+        def shutdown(self, c):
+            "Call unlink() on all tracked shared memory, terminate the Server."
+            self.shared_memory_context.unlink()
+            return Server.shutdown(self, c)
+
+        def track_segment(self, c, segment_name):
+            "Adds the supplied shared memory block name to Server's tracker."
+            self.shared_memory_context.register_segment(segment_name)
+
+        def release_segment(self, c, segment_name):
+            """Calls unlink() on the shared memory block with the supplied name
+            and removes it from the tracker instance inside the Server."""
+            self.shared_memory_context.destroy_segment(segment_name)
+
+        def list_segments(self, c):
+            """Returns a list of names of shared memory blocks that the Server
+            is currently tracking."""
+            return self.shared_memory_context.segment_names
+
+
+    class SharedMemoryManager(BaseManager):
+        """Like SyncManager but uses SharedMemoryServer instead of Server.
+
+        It provides methods for creating and returning SharedMemory instances
+        and for creating a list-like object (ShareableList) backed by shared
+        memory.  It also provides methods that create and return Proxy Objects
+        that support synchronization across processes (i.e. multi-process-safe
+        locks and semaphores).
+        """
+
+        _Server = SharedMemoryServer
+
+        def __init__(self, *args, **kwargs):
+            if os.name == "posix":
+                # bpo-36867: Ensure the resource_tracker is running before
+                # launching the manager process, so that concurrent
+                # shared_memory manipulation both in the manager and in the
+                # current process does not create two resource_tracker
+                # processes.
+                from . import resource_tracker
+                resource_tracker.ensure_running()
+            BaseManager.__init__(self, *args, **kwargs)
+            util.debug(f"{self.__class__.__name__} created by pid {getpid()}")
+
+        def __del__(self):
+            util.debug(f"{self.__class__.__name__}.__del__ by pid {getpid()}")
+            pass
+
+        def get_server(self):
+            'Better than monkeypatching for now; merge into Server ultimately'
+            if self._state.value != State.INITIAL:
+                if self._state.value == State.STARTED:
+                    raise ProcessError("Already started SharedMemoryServer")
+                elif self._state.value == State.SHUTDOWN:
+                    raise ProcessError("SharedMemoryManager has shut down")
+                else:
+                    raise ProcessError(
+                        "Unknown state {!r}".format(self._state.value))
+            return self._Server(self._registry, self._address,
+                                self._authkey, self._serializer)
+
+        def SharedMemory(self, size):
+            """Returns a new SharedMemory instance with the specified size in
+            bytes, to be tracked by the manager."""
+            with self._Client(self._address, authkey=self._authkey) as conn:
+                sms = shared_memory.SharedMemory(None, create=True, size=size)
+                try:
+                    dispatch(conn, None, 'track_segment', (sms.name,))
+                except BaseException as e:
+                    sms.unlink()
+                    raise e
+            return sms
+
+        def ShareableList(self, sequence):
+            """Returns a new ShareableList instance populated with the values
+            from the input sequence, to be tracked by the manager."""
+            with self._Client(self._address, authkey=self._authkey) as conn:
+                sl = shared_memory.ShareableList(sequence)
+                try:
+                    dispatch(conn, None, 'track_segment', (sl.shm.name,))
+                except BaseException as e:
+                    sl.shm.unlink()
+                    raise e
+            return sl

venv/lib/python3.10/site-packages/multiprocess/popen_fork.py

@@ -0,0 +1,83 @@
+import os
+import signal
+
+from . import util
+
+__all__ = ['Popen']
+
+#
+# Start child process using fork
+#
+
+class Popen(object):
+    method = 'fork'
+
+    def __init__(self, process_obj):
+        util._flush_std_streams()
+        self.returncode = None
+        self.finalizer = None
+        self._launch(process_obj)
+
+    def duplicate_for_child(self, fd):
+        return fd
+
+    def poll(self, flag=os.WNOHANG):
+        if self.returncode is None:
+            try:
+                pid, sts = os.waitpid(self.pid, flag)
+            except OSError:
+                # Child process not yet created. See #1731717
+                # e.errno == errno.ECHILD == 10
+                return None
+            if pid == self.pid:
+                self.returncode = os.waitstatus_to_exitcode(sts)
+        return self.returncode
+
+    def wait(self, timeout=None):
+        if self.returncode is None:
+            if timeout is not None:
+                from multiprocess.connection import wait
+                if not wait([self.sentinel], timeout):
+                    return None
+            # This shouldn't block if wait() returned successfully.
+            return self.poll(os.WNOHANG if timeout == 0.0 else 0)
+        return self.returncode
+
+    def _send_signal(self, sig):
+        if self.returncode is None:
+            try:
+                os.kill(self.pid, sig)
+            except ProcessLookupError:
+                pass
+            except OSError:
+                if self.wait(timeout=0.1) is None:
+                    raise
+
+    def terminate(self):
+        self._send_signal(signal.SIGTERM)
+
+    def kill(self):
+        self._send_signal(signal.SIGKILL)
+
+    def _launch(self, process_obj):
+        code = 1
+        parent_r, child_w = os.pipe()
+        child_r, parent_w = os.pipe()
+        self.pid = os.fork()
+        if self.pid == 0:
+            try:
+                os.close(parent_r)
+                os.close(parent_w)
+                code = process_obj._bootstrap(parent_sentinel=child_r)
+            finally:
+                os._exit(code)
+        else:
+            os.close(child_w)
+            os.close(child_r)
+            self.finalizer = util.Finalize(self, util.close_fds,
+                                           (parent_r, parent_w,))
+            self.sentinel = parent_r
+
+    def close(self):
+        if self.finalizer is not None:
+            self.finalizer()

venv/lib/python3.10/site-packages/multiprocess/popen_spawn_posix.py

@@ -0,0 +1,72 @@
+import io
+import os
+
+from .context import reduction, set_spawning_popen
+from . import popen_fork
+from . import spawn
+from . import util
+
+__all__ = ['Popen']
+
+
+#
+# Wrapper for an fd used while launching a process
+#
+
+class _DupFd(object):
+    def __init__(self, fd):
+        self.fd = fd
+    def detach(self):
+        return self.fd
+
+#
+# Start child process using a fresh interpreter
+#
+
+class Popen(popen_fork.Popen):
+    method = 'spawn'
+    DupFd = _DupFd
+
+    def __init__(self, process_obj):
+        self._fds = []
+        super().__init__(process_obj)
+
+    def duplicate_for_child(self, fd):
+        self._fds.append(fd)
+        return fd
+
+    def _launch(self, process_obj):
+        from . import resource_tracker
+        tracker_fd = resource_tracker.getfd()
+        self._fds.append(tracker_fd)
+        prep_data = spawn.get_preparation_data(process_obj._name)
+        fp = io.BytesIO()
+        set_spawning_popen(self)
+        try:
+            reduction.dump(prep_data, fp)
+            reduction.dump(process_obj, fp)
+        finally:
+            set_spawning_popen(None)
+
+        parent_r = child_w = child_r = parent_w = None
+        try:
+            parent_r, child_w = os.pipe()
+            child_r, parent_w = os.pipe()
+            cmd = spawn.get_command_line(tracker_fd=tracker_fd,
+                                         pipe_handle=child_r)
+            self._fds.extend([child_r, child_w])
+            self.pid = util.spawnv_passfds(spawn.get_executable(),
+                                           cmd, self._fds)
+            self.sentinel = parent_r
+            with open(parent_w, 'wb', closefd=False) as f:
+                f.write(fp.getbuffer())
+        finally:
+            fds_to_close = []
+            for fd in (parent_r, parent_w):
+                if fd is not None:
+                    fds_to_close.append(fd)
+            self.finalizer = util.Finalize(self, util.close_fds, fds_to_close)
+
+            for fd in (child_r, child_w):
+                if fd is not None:
+                    os.close(fd)

venv/lib/python3.10/site-packages/multiprocess/popen_spawn_win32.py

@@ -0,0 +1,131 @@
+import os
+import msvcrt
+import signal
+import sys
+import _winapi
+
+from .context import reduction, get_spawning_popen, set_spawning_popen
+from . import spawn
+from . import util
+
+__all__ = ['Popen']
+
+#
+#
+#
+
+TERMINATE = 0x10000
+WINEXE = (sys.platform == 'win32' and getattr(sys, 'frozen', False))
+WINSERVICE = sys.executable.lower().endswith("pythonservice.exe")
+
+
+def _path_eq(p1, p2):
+    return p1 == p2 or os.path.normcase(p1) == os.path.normcase(p2)
+
+WINENV = not _path_eq(sys.executable, sys._base_executable)
+
+
+def _close_handles(*handles):
+    for handle in handles:
+        _winapi.CloseHandle(handle)
+
+
+#
+# We define a Popen class similar to the one from subprocess, but
+# whose constructor takes a process object as its argument.
+#
+
+class Popen(object):
+    '''
+    Start a subprocess to run the code of a process object
+    '''
+    method = 'spawn'
+
+    def __init__(self, process_obj):
+        prep_data = spawn.get_preparation_data(process_obj._name)
+
+        # read end of pipe will be duplicated by the child process
+        # -- see spawn_main() in spawn.py.
+        #
+        # bpo-33929: Previously, the read end of pipe was "stolen" by the child
+        # process, but it leaked a handle if the child process had been
+        # terminated before it could steal the handle from the parent process.
+        rhandle, whandle = _winapi.CreatePipe(None, 0)
+        wfd = msvcrt.open_osfhandle(whandle, 0)
+        cmd = spawn.get_command_line(parent_pid=os.getpid(),
+                                     pipe_handle=rhandle)
+        cmd = ' '.join('"%s"' % x for x in cmd)
+
+        python_exe = spawn.get_executable()
+
+        # bpo-35797: When running in a venv, we bypass the redirect
+        # executor and launch our base Python.
+        if WINENV and _path_eq(python_exe, sys.executable):
+            python_exe = sys._base_executable
+            env = os.environ.copy()
+            env["__PYVENV_LAUNCHER__"] = sys.executable
+        else:
+            env = None
+
+        with open(wfd, 'wb', closefd=True) as to_child:
+            # start process
+            try:
+                hp, ht, pid, tid = _winapi.CreateProcess(
+                    python_exe, cmd,
+                    None, None, False, 0, env, None, None)
+                _winapi.CloseHandle(ht)
+            except:
+                _winapi.CloseHandle(rhandle)
+                raise
+
+            # set attributes of self
+            self.pid = pid
+            self.returncode = None
+            self._handle = hp
+            self.sentinel = int(hp)
+            self.finalizer = util.Finalize(self, _close_handles,
+                                           (self.sentinel, int(rhandle)))
+
+            # send information to child
+            set_spawning_popen(self)
+            try:
+                reduction.dump(prep_data, to_child)
+                reduction.dump(process_obj, to_child)
+            finally:
+                set_spawning_popen(None)
+
+    def duplicate_for_child(self, handle):
+        assert self is get_spawning_popen()
+        return reduction.duplicate(handle, self.sentinel)
+
+    def wait(self, timeout=None):
+        if self.returncode is None:
+            if timeout is None:
+                msecs = _winapi.INFINITE
+            else:
+                msecs = max(0, int(timeout * 1000 + 0.5))
+
+            res = _winapi.WaitForSingleObject(int(self._handle), msecs)
+            if res == _winapi.WAIT_OBJECT_0:
+                code = _winapi.GetExitCodeProcess(self._handle)
+                if code == TERMINATE:
+                    code = -signal.SIGTERM
+                self.returncode = code
+
+        return self.returncode
+
+    def poll(self):
+        return self.wait(timeout=0)
+
+    def terminate(self):
+        if self.returncode is None:
+            try:
+                _winapi.TerminateProcess(int(self._handle), TERMINATE)
+            except OSError:
+                if self.wait(timeout=1.0) is None:
+                    raise
+
+    kill = terminate
+
+    def close(self):
+        self.finalizer()

venv/lib/python3.10/site-packages/multiprocess/process.py

@@ -0,0 +1,438 @@
+#
+# Module providing the `Process` class which emulates `threading.Thread`
+#
+# multiprocessing/process.py
+#
+# Copyright (c) 2006-2008, R Oudkerk
+# Licensed to PSF under a Contributor Agreement.
+#
+
+__all__ = ['BaseProcess', 'current_process', 'active_children',
+           'parent_process']
+
+#
+# Imports
+#
+
+import os
+import sys
+import signal
+import itertools
+import threading
+from _weakrefset import WeakSet
+
+#
+#
+#
+
+try:
+    ORIGINAL_DIR = os.path.abspath(os.getcwd())
+except OSError:
+    ORIGINAL_DIR = None
+
+#
+# Public functions
+#
+
+def current_process():
+    '''
+    Return process object representing the current process
+    '''
+    return _current_process
+
+def active_children():
+    '''
+    Return list of process objects corresponding to live child processes
+    '''
+    _cleanup()
+    return list(_children)
+
+
+def parent_process():
+    '''
+    Return process object representing the parent process
+    '''
+    return _parent_process
+
+#
+#
+#
+
+def _cleanup():
+    # check for processes which have finished
+    for p in list(_children):
+        if p._popen.poll() is not None:
+            _children.discard(p)
+
+#
+# The `Process` class
+#
+
+class BaseProcess(object):
+    '''
+    Process objects represent activity that is run in a separate process
+
+    The class is analogous to `threading.Thread`
+    '''
+    def _Popen(self):
+        raise NotImplementedError
+
+    def __init__(self, group=None, target=None, name=None, args=(), kwargs={},
+                 *, daemon=None):
+        assert group is None, 'group argument must be None for now'
+        count = next(_process_counter)
+        self._identity = _current_process._identity + (count,)
+        self._config = _current_process._config.copy()
+        self._parent_pid = os.getpid()
+        self._parent_name = _current_process.name
+        self._popen = None
+        self._closed = False
+        self._target = target
+        self._args = tuple(args)
+        self._kwargs = dict(kwargs)
+        self._name = name or type(self).__name__ + '-' + \
+                     ':'.join(str(i) for i in self._identity)
+        if daemon is not None:
+            self.daemon = daemon
+        _dangling.add(self)
+
+    def _check_closed(self):
+        if self._closed:
+            raise ValueError("process object is closed")
+
+    def run(self):
+        '''
+        Method to be run in sub-process; can be overridden in sub-class
+        '''
+        if self._target:
+            self._target(*self._args, **self._kwargs)
+
+    def start(self):
+        '''
+        Start child process
+        '''
+        self._check_closed()
+        assert self._popen is None, 'cannot start a process twice'
+        assert self._parent_pid == os.getpid(), \
+               'can only start a process object created by current process'
+        assert not _current_process._config.get('daemon'), \
+               'daemonic processes are not allowed to have children'
+        _cleanup()
+        self._popen = self._Popen(self)
+        self._sentinel = self._popen.sentinel
+        # Avoid a refcycle if the target function holds an indirect
+        # reference to the process object (see bpo-30775)
+        del self._target, self._args, self._kwargs
+        _children.add(self)
+
+    def terminate(self):
+        '''
+        Terminate process; sends SIGTERM signal or uses TerminateProcess()
+        '''
+        self._check_closed()
+        self._popen.terminate()
+
+    def kill(self):
+        '''
+        Terminate process; sends SIGKILL signal or uses TerminateProcess()
+        '''
+        self._check_closed()
+        self._popen.kill()
+
+    def join(self, timeout=None):
+        '''
+        Wait until child process terminates
+        '''
+        self._check_closed()
+        assert self._parent_pid == os.getpid(), 'can only join a child process'
+        assert self._popen is not None, 'can only join a started process'
+        res = self._popen.wait(timeout)
+        if res is not None:
+            _children.discard(self)
+
+    def is_alive(self):
+        '''
+        Return whether process is alive
+        '''
+        self._check_closed()
+        if self is _current_process:
+            return True
+        assert self._parent_pid == os.getpid(), 'can only test a child process'
+
+        if self._popen is None:
+            return False
+
+        returncode = self._popen.poll()
+        if returncode is None:
+            return True
+        else:
+            _children.discard(self)
+            return False
+
+    def close(self):
+        '''
+        Close the Process object.
+
+        This method releases resources held by the Process object.  It is
+        an error to call this method if the child process is still running.
+        '''
+        if self._popen is not None:
+            if self._popen.poll() is None:
+                raise ValueError("Cannot close a process while it is still running. "
+                                 "You should first call join() or terminate().")
+            self._popen.close()
+            self._popen = None
+            del self._sentinel
+            _children.discard(self)
+        self._closed = True
+
+    @property
+    def name(self):
+        return self._name
+
+    @name.setter
+    def name(self, name):
+        assert isinstance(name, str), 'name must be a string'
+        self._name = name
+
+    @property
+    def daemon(self):
+        '''
+        Return whether process is a daemon
+        '''
+        return self._config.get('daemon', False)
+
+    @daemon.setter
+    def daemon(self, daemonic):
+        '''
+        Set whether process is a daemon
+        '''
+        assert self._popen is None, 'process has already started'
+        self._config['daemon'] = daemonic
+
+    @property
+    def authkey(self):
+        return self._config['authkey']
+
+    @authkey.setter
+    def authkey(self, authkey):
+        '''
+        Set authorization key of process
+        '''
+        self._config['authkey'] = AuthenticationString(authkey)
+
+    @property
+    def exitcode(self):
+        '''
+        Return exit code of process or `None` if it has yet to stop
+        '''
+        self._check_closed()
+        if self._popen is None:
+            return self._popen
+        return self._popen.poll()
+
+    @property
+    def ident(self):
+        '''
+        Return identifier (PID) of process or `None` if it has yet to start
+        '''
+        self._check_closed()
+        if self is _current_process:
+            return os.getpid()
+        else:
+            return self._popen and self._popen.pid
+
+    pid = ident
+
+    @property
+    def sentinel(self):
+        '''
+        Return a file descriptor (Unix) or handle (Windows) suitable for
+        waiting for process termination.
+        '''
+        self._check_closed()
+        try:
+            return self._sentinel
+        except AttributeError:
+            raise ValueError("process not started") from None
+
+    def __repr__(self):
+        exitcode = None
+        if self is _current_process:
+            status = 'started'
+        elif self._closed:
+            status = 'closed'
+        elif self._parent_pid != os.getpid():
+            status = 'unknown'
+        elif self._popen is None:
+            status = 'initial'
+        else:
+            exitcode = self._popen.poll()
+            if exitcode is not None:
+                status = 'stopped'
+            else:
+                status = 'started'
+
+        info = [type(self).__name__, 'name=%r' % self._name]
+        if self._popen is not None:
+            info.append('pid=%s' % self._popen.pid)
+        info.append('parent=%s' % self._parent_pid)
+        info.append(status)
+        if exitcode is not None:
+            exitcode = _exitcode_to_name.get(exitcode, exitcode)
+            info.append('exitcode=%s' % exitcode)
+        if self.daemon:
+            info.append('daemon')
+        return '<%s>' % ' '.join(info)
+
+    ##
+
+    def _bootstrap(self, parent_sentinel=None):
+        from . import util, context
+        global _current_process, _parent_process, _process_counter, _children
+
+        try:
+            if self._start_method is not None:
+                context._force_start_method(self._start_method)
+            _process_counter = itertools.count(1)
+            _children = set()
+            util._close_stdin()
+            old_process = _current_process
+            _current_process = self
+            _parent_process = _ParentProcess(
+                self._parent_name, self._parent_pid, parent_sentinel)
+            if threading._HAVE_THREAD_NATIVE_ID:
+                threading.main_thread()._set_native_id()
+            try:
+                self._after_fork()
+            finally:
+                # delay finalization of the old process object until after
+                # _run_after_forkers() is executed
+                del old_process
+            util.info('child process calling self.run()')
+            try:
+                self.run()
+                exitcode = 0
+            finally:
+                util._exit_function()
+        except SystemExit as e:
+            if e.code is None:
+                exitcode = 0
+            elif isinstance(e.code, int):
+                exitcode = e.code
+            else:
+                sys.stderr.write(str(e.code) + '\n')
+                exitcode = 1
+        except:
+            exitcode = 1
+            import traceback
+            sys.stderr.write('Process %s:\n' % self.name)
+            traceback.print_exc()
+        finally:
+            threading._shutdown()
+            util.info('process exiting with exitcode %d' % exitcode)
+            util._flush_std_streams()
+
+        return exitcode
+
+    @staticmethod
+    def _after_fork():
+        from . import util
+        util._finalizer_registry.clear()
+        util._run_after_forkers()
+
+
+#
+# We subclass bytes to avoid accidental transmission of auth keys over network
+#
+
+class AuthenticationString(bytes):
+    def __reduce__(self):
+        from .context import get_spawning_popen
+        if get_spawning_popen() is None:
+            raise TypeError(
+                'Pickling an AuthenticationString object is '
+                'disallowed for security reasons'
+                )
+        return AuthenticationString, (bytes(self),)
+
+
+#
+# Create object representing the parent process
+#
+
+class _ParentProcess(BaseProcess):
+
+    def __init__(self, name, pid, sentinel):
+        self._identity = ()
+        self._name = name
+        self._pid = pid
+        self._parent_pid = None
+        self._popen = None
+        self._closed = False
+        self._sentinel = sentinel
+        self._config = {}
+
+    def is_alive(self):
+        from multiprocess.connection import wait
+        return not wait([self._sentinel], timeout=0)
+
+    @property
+    def ident(self):
+        return self._pid
+
+    def join(self, timeout=None):
+        '''
+        Wait until parent process terminates
+        '''
+        from multiprocess.connection import wait
+        wait([self._sentinel], timeout=timeout)
+
+    pid = ident
+
+#
+# Create object representing the main process
+#
+
+class _MainProcess(BaseProcess):
+
+    def __init__(self):
+        self._identity = ()
+        self._name = 'MainProcess'
+        self._parent_pid = None
+        self._popen = None
+        self._closed = False
+        self._config = {'authkey': AuthenticationString(os.urandom(32)),
+                        'semprefix': '/mp'}
+        # Note that some versions of FreeBSD only allow named
+        # semaphores to have names of up to 14 characters.  Therefore
+        # we choose a short prefix.
+        #
+        # On MacOSX in a sandbox it may be necessary to use a
+        # different prefix -- see #19478.
+        #
+        # Everything in self._config will be inherited by descendant
+        # processes.
+
+    def close(self):
+        pass
+
+
+_parent_process = None
+_current_process = _MainProcess()
+_process_counter = itertools.count(1)
+_children = set()
+del _MainProcess
+
+#
+# Give names to some return codes
+#
+
+_exitcode_to_name = {}
+
+for name, signum in list(signal.__dict__.items()):
+    if name[:3]=='SIG' and '_' not in name:
+        _exitcode_to_name[-signum] = f'-{name}'
+
+# For debug and leak testing
+_dangling = WeakSet()

venv/lib/python3.10/site-packages/multiprocess/reduction.py

@@ -0,0 +1,284 @@
+#
+# Module which deals with pickling of objects.
+#
+# multiprocessing/reduction.py
+#
+# Copyright (c) 2006-2008, R Oudkerk
+# Licensed to PSF under a Contributor Agreement.
+#
+
+from abc import ABCMeta
+import copyreg
+import functools
+import io
+import os
+try:
+    import dill as pickle
+except ImportError:
+    import pickle
+import socket
+import sys
+
+from . import context
+
+__all__ = ['send_handle', 'recv_handle', 'ForkingPickler', 'register', 'dump']
+
+
+HAVE_SEND_HANDLE = (sys.platform == 'win32' or
+                    (hasattr(socket, 'CMSG_LEN') and
+                     hasattr(socket, 'SCM_RIGHTS') and
+                     hasattr(socket.socket, 'sendmsg')))
+
+#
+# Pickler subclass
+#
+
+class ForkingPickler(pickle.Pickler):
+    '''Pickler subclass used by multiprocess.'''
+    _extra_reducers = {}
+    _copyreg_dispatch_table = copyreg.dispatch_table
+
+    def __init__(self, *args, **kwds):
+        super().__init__(*args, **kwds)
+        self.dispatch_table = self._copyreg_dispatch_table.copy()
+        self.dispatch_table.update(self._extra_reducers)
+
+    @classmethod
+    def register(cls, type, reduce):
+        '''Register a reduce function for a type.'''
+        cls._extra_reducers[type] = reduce
+
+    @classmethod
+    def dumps(cls, obj, protocol=None, *args, **kwds):
+        buf = io.BytesIO()
+        cls(buf, protocol, *args, **kwds).dump(obj)
+        return buf.getbuffer()
+
+    loads = pickle.loads
+
+register = ForkingPickler.register
+
+def dump(obj, file, protocol=None, *args, **kwds):
+    '''Replacement for pickle.dump() using ForkingPickler.'''
+    ForkingPickler(file, protocol, *args, **kwds).dump(obj)
+
+#
+# Platform specific definitions
+#
+
+if sys.platform == 'win32':
+    # Windows
+    __all__ += ['DupHandle', 'duplicate', 'steal_handle']
+    import _winapi
+
+    def duplicate(handle, target_process=None, inheritable=False,
+                  *, source_process=None):
+        '''Duplicate a handle.  (target_process is a handle not a pid!)'''
+        current_process = _winapi.GetCurrentProcess()
+        if source_process is None:
+            source_process = current_process
+        if target_process is None:
+            target_process = current_process
+        return _winapi.DuplicateHandle(
+            source_process, handle, target_process,
+            0, inheritable, _winapi.DUPLICATE_SAME_ACCESS)
+
+    def steal_handle(source_pid, handle):
+        '''Steal a handle from process identified by source_pid.'''
+        source_process_handle = _winapi.OpenProcess(
+            _winapi.PROCESS_DUP_HANDLE, False, source_pid)
+        try:
+            return _winapi.DuplicateHandle(
+                source_process_handle, handle,
+                _winapi.GetCurrentProcess(), 0, False,
+                _winapi.DUPLICATE_SAME_ACCESS | _winapi.DUPLICATE_CLOSE_SOURCE)
+        finally:
+            _winapi.CloseHandle(source_process_handle)
+
+    def send_handle(conn, handle, destination_pid):
+        '''Send a handle over a local connection.'''
+        dh = DupHandle(handle, _winapi.DUPLICATE_SAME_ACCESS, destination_pid)
+        conn.send(dh)
+
+    def recv_handle(conn):
+        '''Receive a handle over a local connection.'''
+        return conn.recv().detach()
+
+    class DupHandle(object):
+        '''Picklable wrapper for a handle.'''
+        def __init__(self, handle, access, pid=None):
+            if pid is None:
+                # We just duplicate the handle in the current process and
+                # let the receiving process steal the handle.
+                pid = os.getpid()
+            proc = _winapi.OpenProcess(_winapi.PROCESS_DUP_HANDLE, False, pid)
+            try:
+                self._handle = _winapi.DuplicateHandle(
+                    _winapi.GetCurrentProcess(),
+                    handle, proc, access, False, 0)
+            finally:
+                _winapi.CloseHandle(proc)
+            self._access = access
+            self._pid = pid
+
+        def detach(self):
+            '''Get the handle.  This should only be called once.'''
+            # retrieve handle from process which currently owns it
+            if self._pid == os.getpid():
+                # The handle has already been duplicated for this process.
+                return self._handle
+            # We must steal the handle from the process whose pid is self._pid.
+            proc = _winapi.OpenProcess(_winapi.PROCESS_DUP_HANDLE, False,
+                                       self._pid)
+            try:
+                return _winapi.DuplicateHandle(
+                    proc, self._handle, _winapi.GetCurrentProcess(),
+                    self._access, False, _winapi.DUPLICATE_CLOSE_SOURCE)
+            finally:
+                _winapi.CloseHandle(proc)
+
+else:
+    # Unix
+    __all__ += ['DupFd', 'sendfds', 'recvfds']
+    import array
+
+    # On MacOSX we should acknowledge receipt of fds -- see Issue14669
+    ACKNOWLEDGE = sys.platform == 'darwin'
+
+    def sendfds(sock, fds):
+        '''Send an array of fds over an AF_UNIX socket.'''
+        fds = array.array('i', fds)
+        msg = bytes([len(fds) % 256])
+        sock.sendmsg([msg], [(socket.SOL_SOCKET, socket.SCM_RIGHTS, fds)])
+        if ACKNOWLEDGE and sock.recv(1) != b'A':
+            raise RuntimeError('did not receive acknowledgement of fd')
+
+    def recvfds(sock, size):
+        '''Receive an array of fds over an AF_UNIX socket.'''
+        a = array.array('i')
+        bytes_size = a.itemsize * size
+        msg, ancdata, flags, addr = sock.recvmsg(1, socket.CMSG_SPACE(bytes_size))
+        if not msg and not ancdata:
+            raise EOFError
+        try:
+            if ACKNOWLEDGE:
+                sock.send(b'A')
+            if len(ancdata) != 1:
+                raise RuntimeError('received %d items of ancdata' %
+                                   len(ancdata))
+            cmsg_level, cmsg_type, cmsg_data = ancdata[0]
+            if (cmsg_level == socket.SOL_SOCKET and
+                cmsg_type == socket.SCM_RIGHTS):
+                if len(cmsg_data) % a.itemsize != 0:
+                    raise ValueError
+                a.frombytes(cmsg_data)
+                if len(a) % 256 != msg[0]:
+                    raise AssertionError(
+                        "Len is {0:n} but msg[0] is {1!r}".format(
+                            len(a), msg[0]))
+                return list(a)
+        except (ValueError, IndexError):
+            pass
+        raise RuntimeError('Invalid data received')
+
+    def send_handle(conn, handle, destination_pid):
+        '''Send a handle over a local connection.'''
+        with socket.fromfd(conn.fileno(), socket.AF_UNIX, socket.SOCK_STREAM) as s:
+            sendfds(s, [handle])
+
+    def recv_handle(conn):
+        '''Receive a handle over a local connection.'''
+        with socket.fromfd(conn.fileno(), socket.AF_UNIX, socket.SOCK_STREAM) as s:
+            return recvfds(s, 1)[0]
+
+    def DupFd(fd):
+        '''Return a wrapper for an fd.'''
+        popen_obj = context.get_spawning_popen()
+        if popen_obj is not None:
+            return popen_obj.DupFd(popen_obj.duplicate_for_child(fd))
+        elif HAVE_SEND_HANDLE:
+            from . import resource_sharer
+            return resource_sharer.DupFd(fd)
+        else:
+            raise ValueError('SCM_RIGHTS appears not to be available')
+
+#
+# Try making some callable types picklable
+#
+
+def _reduce_method(m):
+    if m.__self__ is None:
+        return getattr, (m.__class__, m.__func__.__name__)
+    else:
+        return getattr, (m.__self__, m.__func__.__name__)
+class _C:
+    def f(self):
+        pass
+register(type(_C().f), _reduce_method)
+
+
+def _reduce_method_descriptor(m):
+    return getattr, (m.__objclass__, m.__name__)
+register(type(list.append), _reduce_method_descriptor)
+register(type(int.__add__), _reduce_method_descriptor)
+
+
+def _reduce_partial(p):
+    return _rebuild_partial, (p.func, p.args, p.keywords or {})
+def _rebuild_partial(func, args, keywords):
+    return functools.partial(func, *args, **keywords)
+register(functools.partial, _reduce_partial)
+
+#
+# Make sockets picklable
+#
+
+if sys.platform == 'win32':
+    def _reduce_socket(s):
+        from .resource_sharer import DupSocket
+        return _rebuild_socket, (DupSocket(s),)
+    def _rebuild_socket(ds):
+        return ds.detach()
+    register(socket.socket, _reduce_socket)
+
+else:
+    def _reduce_socket(s):
+        df = DupFd(s.fileno())
+        return _rebuild_socket, (df, s.family, s.type, s.proto)
+    def _rebuild_socket(df, family, type, proto):
+        fd = df.detach()
+        return socket.socket(family, type, proto, fileno=fd)
+    register(socket.socket, _reduce_socket)
+
+
+class AbstractReducer(metaclass=ABCMeta):
+    '''Abstract base class for use in implementing a Reduction class
+    suitable for use in replacing the standard reduction mechanism
+    used in multiprocess.'''
+    ForkingPickler = ForkingPickler
+    register = register
+    dump = dump
+    send_handle = send_handle
+    recv_handle = recv_handle
+
+    if sys.platform == 'win32':
+        steal_handle = steal_handle
+        duplicate = duplicate
+        DupHandle = DupHandle
+    else:
+        sendfds = sendfds
+        recvfds = recvfds
+        DupFd = DupFd
+
+    _reduce_method = _reduce_method
+    _reduce_method_descriptor = _reduce_method_descriptor
+    _rebuild_partial = _rebuild_partial
+    _reduce_socket = _reduce_socket
+    _rebuild_socket = _rebuild_socket
+
+    def __init__(self, *args):
+        register(type(_C().f), _reduce_method)
+        register(type(list.append), _reduce_method_descriptor)
+        register(type(int.__add__), _reduce_method_descriptor)
+        register(functools.partial, _reduce_partial)
+        register(socket.socket, _reduce_socket)

venv/lib/python3.10/site-packages/multiprocess/resource_sharer.py

@@ -0,0 +1,154 @@
+#
+# We use a background thread for sharing fds on Unix, and for sharing sockets on
+# Windows.
+#
+# A client which wants to pickle a resource registers it with the resource
+# sharer and gets an identifier in return.  The unpickling process will connect
+# to the resource sharer, sends the identifier and its pid, and then receives
+# the resource.
+#
+
+import os
+import signal
+import socket
+import sys
+import threading
+
+from . import process
+from .context import reduction
+from . import util
+
+__all__ = ['stop']
+
+
+if sys.platform == 'win32':
+    __all__ += ['DupSocket']
+
+    class DupSocket(object):
+        '''Picklable wrapper for a socket.'''
+        def __init__(self, sock):
+            new_sock = sock.dup()
+            def send(conn, pid):
+                share = new_sock.share(pid)
+                conn.send_bytes(share)
+            self._id = _resource_sharer.register(send, new_sock.close)
+
+        def detach(self):
+            '''Get the socket.  This should only be called once.'''
+            with _resource_sharer.get_connection(self._id) as conn:
+                share = conn.recv_bytes()
+                return socket.fromshare(share)
+
+else:
+    __all__ += ['DupFd']
+
+    class DupFd(object):
+        '''Wrapper for fd which can be used at any time.'''
+        def __init__(self, fd):
+            new_fd = os.dup(fd)
+            def send(conn, pid):
+                reduction.send_handle(conn, new_fd, pid)
+            def close():
+                os.close(new_fd)
+            self._id = _resource_sharer.register(send, close)
+
+        def detach(self):
+            '''Get the fd.  This should only be called once.'''
+            with _resource_sharer.get_connection(self._id) as conn:
+                return reduction.recv_handle(conn)
+
+
+class _ResourceSharer(object):
+    '''Manager for resources using background thread.'''
+    def __init__(self):
+        self._key = 0
+        self._cache = {}
+        self._lock = threading.Lock()
+        self._listener = None
+        self._address = None
+        self._thread = None
+        util.register_after_fork(self, _ResourceSharer._afterfork)
+
+    def register(self, send, close):
+        '''Register resource, returning an identifier.'''
+        with self._lock:
+            if self._address is None:
+                self._start()
+            self._key += 1
+            self._cache[self._key] = (send, close)
+            return (self._address, self._key)
+
+    @staticmethod
+    def get_connection(ident):
+        '''Return connection from which to receive identified resource.'''
+        from .connection import Client
+        address, key = ident
+        c = Client(address, authkey=process.current_process().authkey)
+        c.send((key, os.getpid()))
+        return c
+
+    def stop(self, timeout=None):
+        '''Stop the background thread and clear registered resources.'''
+        from .connection import Client
+        with self._lock:
+            if self._address is not None:
+                c = Client(self._address,
+                           authkey=process.current_process().authkey)
+                c.send(None)
+                c.close()
+                self._thread.join(timeout)
+                if self._thread.is_alive():
+                    util.sub_warning('_ResourceSharer thread did '
+                                     'not stop when asked')
+                self._listener.close()
+                self._thread = None
+                self._address = None
+                self._listener = None
+                for key, (send, close) in self._cache.items():
+                    close()
+                self._cache.clear()
+
+    def _afterfork(self):
+        for key, (send, close) in self._cache.items():
+            close()
+        self._cache.clear()
+        self._lock._at_fork_reinit()
+        if self._listener is not None:
+            self._listener.close()
+        self._listener = None
+        self._address = None
+        self._thread = None
+
+    def _start(self):
+        from .connection import Listener
+        assert self._listener is None, "Already have Listener"
+        util.debug('starting listener and thread for sending handles')
+        self._listener = Listener(authkey=process.current_process().authkey)
+        self._address = self._listener.address
+        t = threading.Thread(target=self._serve)
+        t.daemon = True
+        t.start()
+        self._thread = t
+
+    def _serve(self):
+        if hasattr(signal, 'pthread_sigmask'):
+            signal.pthread_sigmask(signal.SIG_BLOCK, signal.valid_signals())
+        while 1:
+            try:
+                with self._listener.accept() as conn:
+                    msg = conn.recv()
+                    if msg is None:
+                        break
+                    key, destination_pid = msg
+                    send, close = self._cache.pop(key)
+                    try:
+                        send(conn, destination_pid)
+                    finally:
+                        close()
+            except:
+                if not util.is_exiting():
+                    sys.excepthook(*sys.exc_info())
+
+
+_resource_sharer = _ResourceSharer()
+stop = _resource_sharer.stop

venv/lib/python3.10/site-packages/multiprocess/tests/__main__.py

@@ -0,0 +1,34 @@
+#!/usr/bin/env python
+#
+# Author: Mike McKerns (mmckerns @caltech and @uqfoundation)
+# Copyright (c) 2018-2024 The Uncertainty Quantification Foundation.
+# License: 3-clause BSD.  The full license text is available at:
+#  - https://github.com/uqfoundation/multiprocess/blob/master/LICENSE
+
+import glob
+import os
+import sys
+import subprocess as sp
+python = sys.executable
+try:
+    import pox
+    python = pox.which_python(version=True) or python
+except ImportError:
+    pass
+shell = sys.platform[:3] == 'win'
+
+suite = os.path.dirname(__file__) or os.path.curdir
+tests = glob.glob(suite + os.path.sep + 'test_*.py')
+tests = glob.glob(suite + os.path.sep + '__init__.py') + \
+        [i for i in tests if 'main' not in i]
+
+
+if __name__ == '__main__':
+
+    failed = 0
+    for test in tests:
+        p = sp.Popen([python, test], shell=shell).wait()
+        if p:
+            failed = 1
+    print('')
+    exit(failed)

venv/lib/python3.10/site-packages/multiprocess/tests/mp_fork_bomb.py

@@ -0,0 +1,18 @@
+import multiprocessing, sys
+
+def foo():
+    print("123")
+
+# Because "if __name__ == '__main__'" is missing this will not work
+# correctly on Windows.  However, we should get a RuntimeError rather
+# than the Windows equivalent of a fork bomb.
+
+if len(sys.argv) > 1:
+    multiprocessing.set_start_method(sys.argv[1])
+else:
+    multiprocessing.set_start_method('spawn')
+
+p = multiprocessing.Process(target=foo)
+p.start()
+p.join()
+sys.exit(p.exitcode)