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env-llmeval/lib/python3.10/site-packages/multiprocess/__info__.py

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+#!/usr/bin/env python
+#
+# Author: Mike McKerns (mmckerns @caltech and @uqfoundation)
+# Copyright (c) 2024 The Uncertainty Quantification Foundation.
+# License: 3-clause BSD.  The full license text is available at:
+#  - https://github.com/uqfoundation/multiprocess/blob/master/LICENSE
+'''
+-----------------------------------------------------------------
+multiprocess: better multiprocessing and multithreading in Python
+-----------------------------------------------------------------
+
+About Multiprocess
+==================
+
+``multiprocess`` is a fork of ``multiprocessing``. ``multiprocess`` extends ``multiprocessing`` to provide enhanced serialization, using `dill`. ``multiprocess`` leverages ``multiprocessing`` to support the spawning of processes using the API of the Python standard library's ``threading`` module. ``multiprocessing`` has been distributed as part of the standard library since Python 2.6.
+
+``multiprocess`` is part of ``pathos``,  a Python framework for heterogeneous computing.
+``multiprocess`` is in active development, so any user feedback, bug reports, comments,
+or suggestions are highly appreciated.  A list of issues is located at https://github.com/uqfoundation/multiprocess/issues, with a legacy list maintained at https://uqfoundation.github.io/project/pathos/query.
+
+
+Major Features
+==============
+
+``multiprocess`` enables:
+
+    - objects to be transferred between processes using pipes or multi-producer/multi-consumer queues
+    - objects to be shared between processes using a server process or (for simple data) shared memory
+
+``multiprocess`` provides:
+
+    - equivalents of all the synchronization primitives in ``threading``
+    - a ``Pool`` class to facilitate submitting tasks to worker processes
+    - enhanced serialization, using ``dill``
+
+
+Current Release
+===============
+
+The latest released version of ``multiprocess`` is available from:
+
+    https://pypi.org/project/multiprocess
+
+``multiprocess`` is distributed under a 3-clause BSD license, and is a fork of ``multiprocessing``.
+
+
+Development Version
+===================
+
+You can get the latest development version with all the shiny new features at:
+
+    https://github.com/uqfoundation
+
+If you have a new contribution, please submit a pull request.
+
+
+Installation
+============
+
+``multiprocess`` can be installed with ``pip``::
+
+    $ pip install multiprocess
+
+For Python 2, a C compiler is required to build the included extension module from source. Python 3 and binary installs do not require a C compiler.
+
+
+Requirements
+============
+
+``multiprocess`` requires:
+
+    - ``python`` (or ``pypy``), **>=3.8**
+    - ``setuptools``, **>=42**
+    - ``dill``, **>=0.3.8**
+
+
+Basic Usage
+===========
+
+The ``multiprocess.Process`` class follows the API of ``threading.Thread``.
+For example ::
+
+    from multiprocess import Process, Queue
+
+    def f(q):
+        q.put('hello world')
+
+    if __name__ == '__main__':
+        q = Queue()
+        p = Process(target=f, args=[q])
+        p.start()
+        print (q.get())
+        p.join()
+
+Synchronization primitives like locks, semaphores and conditions are
+available, for example ::
+
+    >>> from multiprocess import Condition
+    >>> c = Condition()
+    >>> print (c)
+    <Condition(<RLock(None, 0)>), 0>
+    >>> c.acquire()
+    True
+    >>> print (c)
+    <Condition(<RLock(MainProcess, 1)>), 0>
+
+One can also use a manager to create shared objects either in shared
+memory or in a server process, for example ::
+
+    >>> from multiprocess import Manager
+    >>> manager = Manager()
+    >>> l = manager.list(range(10))
+    >>> l.reverse()
+    >>> print (l)
+    [9, 8, 7, 6, 5, 4, 3, 2, 1, 0]
+    >>> print (repr(l))
+    <Proxy[list] object at 0x00E1B3B0>
+
+Tasks can be offloaded to a pool of worker processes in various ways,
+for example ::
+
+    >>> from multiprocess import Pool
+    >>> def f(x): return x*x
+    ...
+    >>> p = Pool(4)
+    >>> result = p.map_async(f, range(10))
+    >>> print (result.get(timeout=1))
+    [0, 1, 4, 9, 16, 25, 36, 49, 64, 81]
+
+When ``dill`` is installed, serialization is extended to most objects,
+for example ::
+
+    >>> from multiprocess import Pool
+    >>> p = Pool(4)
+    >>> print (p.map(lambda x: (lambda y:y**2)(x) + x, xrange(10)))
+    [0, 2, 6, 12, 20, 30, 42, 56, 72, 90]
+
+
+More Information
+================
+
+Probably the best way to get started is to look at the documentation at
+http://multiprocess.rtfd.io. Also see ``multiprocess.tests`` for scripts that
+demonstrate how ``multiprocess`` can be used to leverge multiple processes
+to execute Python in parallel. You can run the test suite with
+``python -m multiprocess.tests``. As ``multiprocess`` conforms to the
+``multiprocessing`` interface, the examples and documentation found at
+http://docs.python.org/library/multiprocessing.html also apply to
+``multiprocess`` if one will ``import multiprocessing as multiprocess``.
+See https://github.com/uqfoundation/multiprocess/tree/master/py3.12/examples
+for a set of examples that demonstrate some basic use cases and benchmarking
+for running Python code in parallel. Please feel free to submit a ticket on
+github, or ask a question on stackoverflow (**@Mike McKerns**). If you would
+like to share how you use ``multiprocess`` in your work, please send an email
+(to **mmckerns at uqfoundation dot org**).
+
+
+Citation
+========
+
+If you use ``multiprocess`` to do research that leads to publication, we ask that you
+acknowledge use of ``multiprocess`` by citing the following in your publication::
+
+    M.M. McKerns, L. Strand, T. Sullivan, A. Fang, M.A.G. Aivazis,
+    "Building a framework for predictive science", Proceedings of
+    the 10th Python in Science Conference, 2011;
+    http://arxiv.org/pdf/1202.1056
+
+    Michael McKerns and Michael Aivazis,
+    "pathos: a framework for heterogeneous computing", 2010- ;
+    https://uqfoundation.github.io/project/pathos
+
+Please see https://uqfoundation.github.io/project/pathos or
+http://arxiv.org/pdf/1202.1056 for further information.
+
+'''
+
+__all__ = []
+__version__ = '0.70.16'
+__author__ = 'Mike McKerns'
+
+__license__ = '''
+Copyright (c) 2008-2016 California Institute of Technology.
+Copyright (c) 2016-2024 The Uncertainty Quantification Foundation.
+All rights reserved.
+
+This software forks the python package "multiprocessing". Licence and
+copyright information for multiprocessing can be found in "COPYING".
+
+This software is available subject to the conditions and terms laid
+out below. By downloading and using this software you are agreeing
+to the following conditions.
+
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions
+are met:
+
+    - Redistributions of source code must retain the above copyright
+      notice, this list of conditions and the following disclaimer.
+
+    - Redistributions in binary form must reproduce the above copyright
+      notice, this list of conditions and the following disclaimer in the
+      documentation and/or other materials provided with the distribution.
+
+    - Neither the names of the copyright holders nor the names of any of
+      the contributors may be used to endorse or promote products derived
+      from this software without specific prior written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED
+TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
+PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR
+CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS;
+OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY,
+WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR
+OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF
+ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+'''

env-llmeval/lib/python3.10/site-packages/multiprocess/context.py

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+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__
+            )

env-llmeval/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

env-llmeval/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()

env-llmeval/lib/python3.10/site-packages/multiprocess/forkserver.py

@@ -0,0 +1,347 @@
+import errno
+import os
+import selectors
+import signal
+import socket
+import struct
+import sys
+import threading
+import warnings
+
+from . import connection
+from . import process
+from .context import reduction
+from . import resource_tracker
+from . import spawn
+from . import util
+
+__all__ = ['ensure_running', 'get_inherited_fds', 'connect_to_new_process',
+           'set_forkserver_preload']
+
+#
+#
+#
+
+MAXFDS_TO_SEND = 256
+SIGNED_STRUCT = struct.Struct('q')     # large enough for pid_t
+
+#
+# Forkserver class
+#
+
+class ForkServer(object):
+
+    def __init__(self):
+        self._forkserver_address = None
+        self._forkserver_alive_fd = None
+        self._forkserver_pid = None
+        self._inherited_fds = None
+        self._lock = threading.Lock()
+        self._preload_modules = ['__main__']
+
+    def _stop(self):
+        # Method used by unit tests to stop the server
+        with self._lock:
+            self._stop_unlocked()
+
+    def _stop_unlocked(self):
+        if self._forkserver_pid is None:
+            return
+
+        # close the "alive" file descriptor asks the server to stop
+        os.close(self._forkserver_alive_fd)
+        self._forkserver_alive_fd = None
+
+        os.waitpid(self._forkserver_pid, 0)
+        self._forkserver_pid = None
+
+        if not util.is_abstract_socket_namespace(self._forkserver_address):
+            os.unlink(self._forkserver_address)
+        self._forkserver_address = None
+
+    def set_forkserver_preload(self, modules_names):
+        '''Set list of module names to try to load in forkserver process.'''
+        if not all(type(mod) is str for mod in self._preload_modules):
+            raise TypeError('module_names must be a list of strings')
+        self._preload_modules = modules_names
+
+    def get_inherited_fds(self):
+        '''Return list of fds inherited from parent process.
+
+        This returns None if the current process was not started by fork
+        server.
+        '''
+        return self._inherited_fds
+
+    def connect_to_new_process(self, fds):
+        '''Request forkserver to create a child process.
+
+        Returns a pair of fds (status_r, data_w).  The calling process can read
+        the child process's pid and (eventually) its returncode from status_r.
+        The calling process should write to data_w the pickled preparation and
+        process data.
+        '''
+        self.ensure_running()
+        if len(fds) + 4 >= MAXFDS_TO_SEND:
+            raise ValueError('too many fds')
+        with socket.socket(socket.AF_UNIX) as client:
+            client.connect(self._forkserver_address)
+            parent_r, child_w = os.pipe()
+            child_r, parent_w = os.pipe()
+            allfds = [child_r, child_w, self._forkserver_alive_fd,
+                      resource_tracker.getfd()]
+            allfds += fds
+            try:
+                reduction.sendfds(client, allfds)
+                return parent_r, parent_w
+            except:
+                os.close(parent_r)
+                os.close(parent_w)
+                raise
+            finally:
+                os.close(child_r)
+                os.close(child_w)
+
+    def ensure_running(self):
+        '''Make sure that a fork server is running.
+
+        This can be called from any process.  Note that usually a child
+        process will just reuse the forkserver started by its parent, so
+        ensure_running() will do nothing.
+        '''
+        with self._lock:
+            resource_tracker.ensure_running()
+            if self._forkserver_pid is not None:
+                # forkserver was launched before, is it still running?
+                pid, status = os.waitpid(self._forkserver_pid, os.WNOHANG)
+                if not pid:
+                    # still alive
+                    return
+                # dead, launch it again
+                os.close(self._forkserver_alive_fd)
+                self._forkserver_address = None
+                self._forkserver_alive_fd = None
+                self._forkserver_pid = None
+
+            cmd = ('from multiprocess.forkserver import main; ' +
+                   'main(%d, %d, %r, **%r)')
+
+            if self._preload_modules:
+                desired_keys = {'main_path', 'sys_path'}
+                data = spawn.get_preparation_data('ignore')
+                data = {x: y for x, y in data.items() if x in desired_keys}
+            else:
+                data = {}
+
+            with socket.socket(socket.AF_UNIX) as listener:
+                address = connection.arbitrary_address('AF_UNIX')
+                listener.bind(address)
+                if not util.is_abstract_socket_namespace(address):
+                    os.chmod(address, 0o600)
+                listener.listen()
+
+                # all client processes own the write end of the "alive" pipe;
+                # when they all terminate the read end becomes ready.
+                alive_r, alive_w = os.pipe()
+                try:
+                    fds_to_pass = [listener.fileno(), alive_r]
+                    cmd %= (listener.fileno(), alive_r, self._preload_modules,
+                            data)
+                    exe = spawn.get_executable()
+                    args = [exe] + util._args_from_interpreter_flags()
+                    args += ['-c', cmd]
+                    pid = util.spawnv_passfds(exe, args, fds_to_pass)
+                except:
+                    os.close(alive_w)
+                    raise
+                finally:
+                    os.close(alive_r)
+                self._forkserver_address = address
+                self._forkserver_alive_fd = alive_w
+                self._forkserver_pid = pid
+
+#
+#
+#
+
+def main(listener_fd, alive_r, preload, main_path=None, sys_path=None):
+    '''Run forkserver.'''
+    if preload:
+        if '__main__' in preload and main_path is not None:
+            process.current_process()._inheriting = True
+            try:
+                spawn.import_main_path(main_path)
+            finally:
+                del process.current_process()._inheriting
+        for modname in preload:
+            try:
+                __import__(modname)
+            except ImportError:
+                pass
+
+    util._close_stdin()
+
+    sig_r, sig_w = os.pipe()
+    os.set_blocking(sig_r, False)
+    os.set_blocking(sig_w, False)
+
+    def sigchld_handler(*_unused):
+        # Dummy signal handler, doesn't do anything
+        pass
+
+    handlers = {
+        # unblocking SIGCHLD allows the wakeup fd to notify our event loop
+        signal.SIGCHLD: sigchld_handler,
+        # protect the process from ^C
+        signal.SIGINT: signal.SIG_IGN,
+        }
+    old_handlers = {sig: signal.signal(sig, val)
+                    for (sig, val) in handlers.items()}
+
+    # calling os.write() in the Python signal handler is racy
+    signal.set_wakeup_fd(sig_w)
+
+    # map child pids to client fds
+    pid_to_fd = {}
+
+    with socket.socket(socket.AF_UNIX, fileno=listener_fd) as listener, \
+         selectors.DefaultSelector() as selector:
+        _forkserver._forkserver_address = listener.getsockname()
+
+        selector.register(listener, selectors.EVENT_READ)
+        selector.register(alive_r, selectors.EVENT_READ)
+        selector.register(sig_r, selectors.EVENT_READ)
+
+        while True:
+            try:
+                while True:
+                    rfds = [key.fileobj for (key, events) in selector.select()]
+                    if rfds:
+                        break
+
+                if alive_r in rfds:
+                    # EOF because no more client processes left
+                    assert os.read(alive_r, 1) == b'', "Not at EOF?"
+                    raise SystemExit
+
+                if sig_r in rfds:
+                    # Got SIGCHLD
+                    os.read(sig_r, 65536)  # exhaust
+                    while True:
+                        # Scan for child processes
+                        try:
+                            pid, sts = os.waitpid(-1, os.WNOHANG)
+                        except ChildProcessError:
+                            break
+                        if pid == 0:
+                            break
+                        child_w = pid_to_fd.pop(pid, None)
+                        if child_w is not None:
+                            returncode = os.waitstatus_to_exitcode(sts)
+                            # Send exit code to client process
+                            try:
+                                write_signed(child_w, returncode)
+                            except BrokenPipeError:
+                                # client vanished
+                                pass
+                            os.close(child_w)
+                        else:
+                            # This shouldn't happen really
+                            warnings.warn('forkserver: waitpid returned '
+                                          'unexpected pid %d' % pid)
+
+                if listener in rfds:
+                    # Incoming fork request
+                    with listener.accept()[0] as s:
+                        # Receive fds from client
+                        fds = reduction.recvfds(s, MAXFDS_TO_SEND + 1)
+                        if len(fds) > MAXFDS_TO_SEND:
+                            raise RuntimeError(
+                                "Too many ({0:n}) fds to send".format(
+                                    len(fds)))
+                        child_r, child_w, *fds = fds
+                        s.close()
+                        pid = os.fork()
+                        if pid == 0:
+                            # Child
+                            code = 1
+                            try:
+                                listener.close()
+                                selector.close()
+                                unused_fds = [alive_r, child_w, sig_r, sig_w]
+                                unused_fds.extend(pid_to_fd.values())
+                                code = _serve_one(child_r, fds,
+                                                  unused_fds,
+                                                  old_handlers)
+                            except Exception:
+                                sys.excepthook(*sys.exc_info())
+                                sys.stderr.flush()
+                            finally:
+                                os._exit(code)
+                        else:
+                            # Send pid to client process
+                            try:
+                                write_signed(child_w, pid)
+                            except BrokenPipeError:
+                                # client vanished
+                                pass
+                            pid_to_fd[pid] = child_w
+                            os.close(child_r)
+                            for fd in fds:
+                                os.close(fd)
+
+            except OSError as e:
+                if e.errno != errno.ECONNABORTED:
+                    raise
+
+
+def _serve_one(child_r, fds, unused_fds, handlers):
+    # close unnecessary stuff and reset signal handlers
+    signal.set_wakeup_fd(-1)
+    for sig, val in handlers.items():
+        signal.signal(sig, val)
+    for fd in unused_fds:
+        os.close(fd)
+
+    (_forkserver._forkserver_alive_fd,
+     resource_tracker._resource_tracker._fd,
+     *_forkserver._inherited_fds) = fds
+
+    # Run process object received over pipe
+    parent_sentinel = os.dup(child_r)
+    code = spawn._main(child_r, parent_sentinel)
+
+    return code
+
+
+#
+# Read and write signed numbers
+#
+
+def read_signed(fd):
+    data = b''
+    length = SIGNED_STRUCT.size
+    while len(data) < length:
+        s = os.read(fd, length - len(data))
+        if not s:
+            raise EOFError('unexpected EOF')
+        data += s
+    return SIGNED_STRUCT.unpack(data)[0]
+
+def write_signed(fd, n):
+    msg = SIGNED_STRUCT.pack(n)
+    while msg:
+        nbytes = os.write(fd, msg)
+        if nbytes == 0:
+            raise RuntimeError('should not get here')
+        msg = msg[nbytes:]
+
+#
+#
+#
+
+_forkserver = ForkServer()
+ensure_running = _forkserver.ensure_running
+get_inherited_fds = _forkserver.get_inherited_fds
+connect_to_new_process = _forkserver.connect_to_new_process
+set_forkserver_preload = _forkserver.set_forkserver_preload

env-llmeval/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

env-llmeval/lib/python3.10/site-packages/multiprocess/pool.py

@@ -0,0 +1,957 @@
+#
+# Module providing the `Pool` class for managing a process pool
+#
+# multiprocessing/pool.py
+#
+# Copyright (c) 2006-2008, R Oudkerk
+# Licensed to PSF under a Contributor Agreement.
+#
+
+__all__ = ['Pool', 'ThreadPool']
+
+#
+# Imports
+#
+
+import collections
+import itertools
+import os
+import queue
+import threading
+import time
+import traceback
+import types
+import warnings
+
+# If threading is available then ThreadPool should be provided.  Therefore
+# we avoid top-level imports which are liable to fail on some systems.
+from . import util
+from . import get_context, TimeoutError
+from .connection import wait
+
+#
+# Constants representing the state of a pool
+#
+
+INIT = "INIT"
+RUN = "RUN"
+CLOSE = "CLOSE"
+TERMINATE = "TERMINATE"
+
+#
+# Miscellaneous
+#
+
+job_counter = itertools.count()
+
+def mapstar(args):
+    return list(map(*args))
+
+def starmapstar(args):
+    return list(itertools.starmap(args[0], args[1]))
+
+#
+# Hack to embed stringification of remote traceback in local traceback
+#
+
+class RemoteTraceback(Exception):
+    def __init__(self, tb):
+        self.tb = tb
+    def __str__(self):
+        return self.tb
+
+class ExceptionWithTraceback:
+    def __init__(self, exc, tb):
+        tb = traceback.format_exception(type(exc), exc, tb)
+        tb = ''.join(tb)
+        self.exc = exc
+        self.tb = '\n"""\n%s"""' % tb
+    def __reduce__(self):
+        return rebuild_exc, (self.exc, self.tb)
+
+def rebuild_exc(exc, tb):
+    exc.__cause__ = RemoteTraceback(tb)
+    return exc
+
+#
+# Code run by worker processes
+#
+
+class MaybeEncodingError(Exception):
+    """Wraps possible unpickleable errors, so they can be
+    safely sent through the socket."""
+
+    def __init__(self, exc, value):
+        self.exc = repr(exc)
+        self.value = repr(value)
+        super(MaybeEncodingError, self).__init__(self.exc, self.value)
+
+    def __str__(self):
+        return "Error sending result: '%s'. Reason: '%s'" % (self.value,
+                                                             self.exc)
+
+    def __repr__(self):
+        return "<%s: %s>" % (self.__class__.__name__, self)
+
+
+def worker(inqueue, outqueue, initializer=None, initargs=(), maxtasks=None,
+           wrap_exception=False):
+    if (maxtasks is not None) and not (isinstance(maxtasks, int)
+                                       and maxtasks >= 1):
+        raise AssertionError("Maxtasks {!r} is not valid".format(maxtasks))
+    put = outqueue.put
+    get = inqueue.get
+    if hasattr(inqueue, '_writer'):
+        inqueue._writer.close()
+        outqueue._reader.close()
+
+    if initializer is not None:
+        initializer(*initargs)
+
+    completed = 0
+    while maxtasks is None or (maxtasks and completed < maxtasks):
+        try:
+            task = get()
+        except (EOFError, OSError):
+            util.debug('worker got EOFError or OSError -- exiting')
+            break
+
+        if task is None:
+            util.debug('worker got sentinel -- exiting')
+            break
+
+        job, i, func, args, kwds = task
+        try:
+            result = (True, func(*args, **kwds))
+        except Exception as e:
+            if wrap_exception and func is not _helper_reraises_exception:
+                e = ExceptionWithTraceback(e, e.__traceback__)
+            result = (False, e)
+        try:
+            put((job, i, result))
+        except Exception as e:
+            wrapped = MaybeEncodingError(e, result[1])
+            util.debug("Possible encoding error while sending result: %s" % (
+                wrapped))
+            put((job, i, (False, wrapped)))
+
+        task = job = result = func = args = kwds = None
+        completed += 1
+    util.debug('worker exiting after %d tasks' % completed)
+
+def _helper_reraises_exception(ex):
+    'Pickle-able helper function for use by _guarded_task_generation.'
+    raise ex
+
+#
+# Class representing a process pool
+#
+
+class _PoolCache(dict):
+    """
+    Class that implements a cache for the Pool class that will notify
+    the pool management threads every time the cache is emptied. The
+    notification is done by the use of a queue that is provided when
+    instantiating the cache.
+    """
+    def __init__(self, /, *args, notifier=None, **kwds):
+        self.notifier = notifier
+        super().__init__(*args, **kwds)
+
+    def __delitem__(self, item):
+        super().__delitem__(item)
+
+        # Notify that the cache is empty. This is important because the
+        # pool keeps maintaining workers until the cache gets drained. This
+        # eliminates a race condition in which a task is finished after the
+        # the pool's _handle_workers method has enter another iteration of the
+        # loop. In this situation, the only event that can wake up the pool
+        # is the cache to be emptied (no more tasks available).
+        if not self:
+            self.notifier.put(None)
+
+class Pool(object):
+    '''
+    Class which supports an async version of applying functions to arguments.
+    '''
+    _wrap_exception = True
+
+    @staticmethod
+    def Process(ctx, *args, **kwds):
+        return ctx.Process(*args, **kwds)
+
+    def __init__(self, processes=None, initializer=None, initargs=(),
+                 maxtasksperchild=None, context=None):
+        # Attributes initialized early to make sure that they exist in
+        # __del__() if __init__() raises an exception
+        self._pool = []
+        self._state = INIT
+
+        self._ctx = context or get_context()
+        self._setup_queues()
+        self._taskqueue = queue.SimpleQueue()
+        # The _change_notifier queue exist to wake up self._handle_workers()
+        # when the cache (self._cache) is empty or when there is a change in
+        # the _state variable of the thread that runs _handle_workers.
+        self._change_notifier = self._ctx.SimpleQueue()
+        self._cache = _PoolCache(notifier=self._change_notifier)
+        self._maxtasksperchild = maxtasksperchild
+        self._initializer = initializer
+        self._initargs = initargs
+
+        if processes is None:
+            processes = os.cpu_count() or 1
+        if processes < 1:
+            raise ValueError("Number of processes must be at least 1")
+        if maxtasksperchild is not None:
+            if not isinstance(maxtasksperchild, int) or maxtasksperchild <= 0:
+                raise ValueError("maxtasksperchild must be a positive int or None")
+
+        if initializer is not None and not callable(initializer):
+            raise TypeError('initializer must be a callable')
+
+        self._processes = processes
+        try:
+            self._repopulate_pool()
+        except Exception:
+            for p in self._pool:
+                if p.exitcode is None:
+                    p.terminate()
+            for p in self._pool:
+                p.join()
+            raise
+
+        sentinels = self._get_sentinels()
+
+        self._worker_handler = threading.Thread(
+            target=Pool._handle_workers,
+            args=(self._cache, self._taskqueue, self._ctx, self.Process,
+                  self._processes, self._pool, self._inqueue, self._outqueue,
+                  self._initializer, self._initargs, self._maxtasksperchild,
+                  self._wrap_exception, sentinels, self._change_notifier)
+            )
+        self._worker_handler.daemon = True
+        self._worker_handler._state = RUN
+        self._worker_handler.start()
+
+
+        self._task_handler = threading.Thread(
+            target=Pool._handle_tasks,
+            args=(self._taskqueue, self._quick_put, self._outqueue,
+                  self._pool, self._cache)
+            )
+        self._task_handler.daemon = True
+        self._task_handler._state = RUN
+        self._task_handler.start()
+
+        self._result_handler = threading.Thread(
+            target=Pool._handle_results,
+            args=(self._outqueue, self._quick_get, self._cache)
+            )
+        self._result_handler.daemon = True
+        self._result_handler._state = RUN
+        self._result_handler.start()
+
+        self._terminate = util.Finalize(
+            self, self._terminate_pool,
+            args=(self._taskqueue, self._inqueue, self._outqueue, self._pool,
+                  self._change_notifier, self._worker_handler, self._task_handler,
+                  self._result_handler, self._cache),
+            exitpriority=15
+            )
+        self._state = RUN
+
+    # Copy globals as function locals to make sure that they are available
+    # during Python shutdown when the Pool is destroyed.
+    def __del__(self, _warn=warnings.warn, RUN=RUN):
+        if self._state == RUN:
+            _warn(f"unclosed running multiprocessing pool {self!r}",
+                  ResourceWarning, source=self)
+            if getattr(self, '_change_notifier', None) is not None:
+                self._change_notifier.put(None)
+
+    def __repr__(self):
+        cls = self.__class__
+        return (f'<{cls.__module__}.{cls.__qualname__} '
+                f'state={self._state} '
+                f'pool_size={len(self._pool)}>')
+
+    def _get_sentinels(self):
+        task_queue_sentinels = [self._outqueue._reader]
+        self_notifier_sentinels = [self._change_notifier._reader]
+        return [*task_queue_sentinels, *self_notifier_sentinels]
+
+    @staticmethod
+    def _get_worker_sentinels(workers):
+        return [worker.sentinel for worker in
+                workers if hasattr(worker, "sentinel")]
+
+    @staticmethod
+    def _join_exited_workers(pool):
+        """Cleanup after any worker processes which have exited due to reaching
+        their specified lifetime.  Returns True if any workers were cleaned up.
+        """
+        cleaned = False
+        for i in reversed(range(len(pool))):
+            worker = pool[i]
+            if worker.exitcode is not None:
+                # worker exited
+                util.debug('cleaning up worker %d' % i)
+                worker.join()
+                cleaned = True
+                del pool[i]
+        return cleaned
+
+    def _repopulate_pool(self):
+        return self._repopulate_pool_static(self._ctx, self.Process,
+                                            self._processes,
+                                            self._pool, self._inqueue,
+                                            self._outqueue, self._initializer,
+                                            self._initargs,
+                                            self._maxtasksperchild,
+                                            self._wrap_exception)
+
+    @staticmethod
+    def _repopulate_pool_static(ctx, Process, processes, pool, inqueue,
+                                outqueue, initializer, initargs,
+                                maxtasksperchild, wrap_exception):
+        """Bring the number of pool processes up to the specified number,
+        for use after reaping workers which have exited.
+        """
+        for i in range(processes - len(pool)):
+            w = Process(ctx, target=worker,
+                        args=(inqueue, outqueue,
+                              initializer,
+                              initargs, maxtasksperchild,
+                              wrap_exception))
+            w.name = w.name.replace('Process', 'PoolWorker')
+            w.daemon = True
+            w.start()
+            pool.append(w)
+            util.debug('added worker')
+
+    @staticmethod
+    def _maintain_pool(ctx, Process, processes, pool, inqueue, outqueue,
+                       initializer, initargs, maxtasksperchild,
+                       wrap_exception):
+        """Clean up any exited workers and start replacements for them.
+        """
+        if Pool._join_exited_workers(pool):
+            Pool._repopulate_pool_static(ctx, Process, processes, pool,
+                                         inqueue, outqueue, initializer,
+                                         initargs, maxtasksperchild,
+                                         wrap_exception)
+
+    def _setup_queues(self):
+        self._inqueue = self._ctx.SimpleQueue()
+        self._outqueue = self._ctx.SimpleQueue()
+        self._quick_put = self._inqueue._writer.send
+        self._quick_get = self._outqueue._reader.recv
+
+    def _check_running(self):
+        if self._state != RUN:
+            raise ValueError("Pool not running")
+
+    def apply(self, func, args=(), kwds={}):
+        '''
+        Equivalent of `func(*args, **kwds)`.
+        Pool must be running.
+        '''
+        return self.apply_async(func, args, kwds).get()
+
+    def map(self, func, iterable, chunksize=None):
+        '''
+        Apply `func` to each element in `iterable`, collecting the results
+        in a list that is returned.
+        '''
+        return self._map_async(func, iterable, mapstar, chunksize).get()
+
+    def starmap(self, func, iterable, chunksize=None):
+        '''
+        Like `map()` method but the elements of the `iterable` are expected to
+        be iterables as well and will be unpacked as arguments. Hence
+        `func` and (a, b) becomes func(a, b).
+        '''
+        return self._map_async(func, iterable, starmapstar, chunksize).get()
+
+    def starmap_async(self, func, iterable, chunksize=None, callback=None,
+            error_callback=None):
+        '''
+        Asynchronous version of `starmap()` method.
+        '''
+        return self._map_async(func, iterable, starmapstar, chunksize,
+                               callback, error_callback)
+
+    def _guarded_task_generation(self, result_job, func, iterable):
+        '''Provides a generator of tasks for imap and imap_unordered with
+        appropriate handling for iterables which throw exceptions during
+        iteration.'''
+        try:
+            i = -1
+            for i, x in enumerate(iterable):
+                yield (result_job, i, func, (x,), {})
+        except Exception as e:
+            yield (result_job, i+1, _helper_reraises_exception, (e,), {})
+
+    def imap(self, func, iterable, chunksize=1):
+        '''
+        Equivalent of `map()` -- can be MUCH slower than `Pool.map()`.
+        '''
+        self._check_running()
+        if chunksize == 1:
+            result = IMapIterator(self)
+            self._taskqueue.put(
+                (
+                    self._guarded_task_generation(result._job, func, iterable),
+                    result._set_length
+                ))
+            return result
+        else:
+            if chunksize < 1:
+                raise ValueError(
+                    "Chunksize must be 1+, not {0:n}".format(
+                        chunksize))
+            task_batches = Pool._get_tasks(func, iterable, chunksize)
+            result = IMapIterator(self)
+            self._taskqueue.put(
+                (
+                    self._guarded_task_generation(result._job,
+                                                  mapstar,
+                                                  task_batches),
+                    result._set_length
+                ))
+            return (item for chunk in result for item in chunk)
+
+    def imap_unordered(self, func, iterable, chunksize=1):
+        '''
+        Like `imap()` method but ordering of results is arbitrary.
+        '''
+        self._check_running()
+        if chunksize == 1:
+            result = IMapUnorderedIterator(self)
+            self._taskqueue.put(
+                (
+                    self._guarded_task_generation(result._job, func, iterable),
+                    result._set_length
+                ))
+            return result
+        else:
+            if chunksize < 1:
+                raise ValueError(
+                    "Chunksize must be 1+, not {0!r}".format(chunksize))
+            task_batches = Pool._get_tasks(func, iterable, chunksize)
+            result = IMapUnorderedIterator(self)
+            self._taskqueue.put(
+                (
+                    self._guarded_task_generation(result._job,
+                                                  mapstar,
+                                                  task_batches),
+                    result._set_length
+                ))
+            return (item for chunk in result for item in chunk)
+
+    def apply_async(self, func, args=(), kwds={}, callback=None,
+            error_callback=None):
+        '''
+        Asynchronous version of `apply()` method.
+        '''
+        self._check_running()
+        result = ApplyResult(self, callback, error_callback)
+        self._taskqueue.put(([(result._job, 0, func, args, kwds)], None))
+        return result
+
+    def map_async(self, func, iterable, chunksize=None, callback=None,
+            error_callback=None):
+        '''
+        Asynchronous version of `map()` method.
+        '''
+        return self._map_async(func, iterable, mapstar, chunksize, callback,
+            error_callback)
+
+    def _map_async(self, func, iterable, mapper, chunksize=None, callback=None,
+            error_callback=None):
+        '''
+        Helper function to implement map, starmap and their async counterparts.
+        '''
+        self._check_running()
+        if not hasattr(iterable, '__len__'):
+            iterable = list(iterable)
+
+        if chunksize is None:
+            chunksize, extra = divmod(len(iterable), len(self._pool) * 4)
+            if extra:
+                chunksize += 1
+        if len(iterable) == 0:
+            chunksize = 0
+
+        task_batches = Pool._get_tasks(func, iterable, chunksize)
+        result = MapResult(self, chunksize, len(iterable), callback,
+                           error_callback=error_callback)
+        self._taskqueue.put(
+            (
+                self._guarded_task_generation(result._job,
+                                              mapper,
+                                              task_batches),
+                None
+            )
+        )
+        return result
+
+    @staticmethod
+    def _wait_for_updates(sentinels, change_notifier, timeout=None):
+        wait(sentinels, timeout=timeout)
+        while not change_notifier.empty():
+            change_notifier.get()
+
+    @classmethod
+    def _handle_workers(cls, cache, taskqueue, ctx, Process, processes,
+                        pool, inqueue, outqueue, initializer, initargs,
+                        maxtasksperchild, wrap_exception, sentinels,
+                        change_notifier):
+        thread = threading.current_thread()
+
+        # Keep maintaining workers until the cache gets drained, unless the pool
+        # is terminated.
+        while thread._state == RUN or (cache and thread._state != TERMINATE):
+            cls._maintain_pool(ctx, Process, processes, pool, inqueue,
+                               outqueue, initializer, initargs,
+                               maxtasksperchild, wrap_exception)
+
+            current_sentinels = [*cls._get_worker_sentinels(pool), *sentinels]
+
+            cls._wait_for_updates(current_sentinels, change_notifier)
+        # send sentinel to stop workers
+        taskqueue.put(None)
+        util.debug('worker handler exiting')
+
+    @staticmethod
+    def _handle_tasks(taskqueue, put, outqueue, pool, cache):
+        thread = threading.current_thread()
+
+        for taskseq, set_length in iter(taskqueue.get, None):
+            task = None
+            try:
+                # iterating taskseq cannot fail
+                for task in taskseq:
+                    if thread._state != RUN:
+                        util.debug('task handler found thread._state != RUN')
+                        break
+                    try:
+                        put(task)
+                    except Exception as e:
+                        job, idx = task[:2]
+                        try:
+                            cache[job]._set(idx, (False, e))
+                        except KeyError:
+                            pass
+                else:
+                    if set_length:
+                        util.debug('doing set_length()')
+                        idx = task[1] if task else -1
+                        set_length(idx + 1)
+                    continue
+                break
+            finally:
+                task = taskseq = job = None
+        else:
+            util.debug('task handler got sentinel')
+
+        try:
+            # tell result handler to finish when cache is empty
+            util.debug('task handler sending sentinel to result handler')
+            outqueue.put(None)
+
+            # tell workers there is no more work
+            util.debug('task handler sending sentinel to workers')
+            for p in pool:
+                put(None)
+        except OSError:
+            util.debug('task handler got OSError when sending sentinels')
+
+        util.debug('task handler exiting')
+
+    @staticmethod
+    def _handle_results(outqueue, get, cache):
+        thread = threading.current_thread()
+
+        while 1:
+            try:
+                task = get()
+            except (OSError, EOFError):
+                util.debug('result handler got EOFError/OSError -- exiting')
+                return
+
+            if thread._state != RUN:
+                assert thread._state == TERMINATE, "Thread not in TERMINATE"
+                util.debug('result handler found thread._state=TERMINATE')
+                break
+
+            if task is None:
+                util.debug('result handler got sentinel')
+                break
+
+            job, i, obj = task
+            try:
+                cache[job]._set(i, obj)
+            except KeyError:
+                pass
+            task = job = obj = None
+
+        while cache and thread._state != TERMINATE:
+            try:
+                task = get()
+            except (OSError, EOFError):
+                util.debug('result handler got EOFError/OSError -- exiting')
+                return
+
+            if task is None:
+                util.debug('result handler ignoring extra sentinel')
+                continue
+            job, i, obj = task
+            try:
+                cache[job]._set(i, obj)
+            except KeyError:
+                pass
+            task = job = obj = None
+
+        if hasattr(outqueue, '_reader'):
+            util.debug('ensuring that outqueue is not full')
+            # If we don't make room available in outqueue then
+            # attempts to add the sentinel (None) to outqueue may
+            # block.  There is guaranteed to be no more than 2 sentinels.
+            try:
+                for i in range(10):
+                    if not outqueue._reader.poll():
+                        break
+                    get()
+            except (OSError, EOFError):
+                pass
+
+        util.debug('result handler exiting: len(cache)=%s, thread._state=%s',
+              len(cache), thread._state)
+
+    @staticmethod
+    def _get_tasks(func, it, size):
+        it = iter(it)
+        while 1:
+            x = tuple(itertools.islice(it, size))
+            if not x:
+                return
+            yield (func, x)
+
+    def __reduce__(self):
+        raise NotImplementedError(
+              'pool objects cannot be passed between processes or pickled'
+              )
+
+    def close(self):
+        util.debug('closing pool')
+        if self._state == RUN:
+            self._state = CLOSE
+            self._worker_handler._state = CLOSE
+            self._change_notifier.put(None)
+
+    def terminate(self):
+        util.debug('terminating pool')
+        self._state = TERMINATE
+        self._terminate()
+
+    def join(self):
+        util.debug('joining pool')
+        if self._state == RUN:
+            raise ValueError("Pool is still running")
+        elif self._state not in (CLOSE, TERMINATE):
+            raise ValueError("In unknown state")
+        self._worker_handler.join()
+        self._task_handler.join()
+        self._result_handler.join()
+        for p in self._pool:
+            p.join()
+
+    @staticmethod
+    def _help_stuff_finish(inqueue, task_handler, size):
+        # task_handler may be blocked trying to put items on inqueue
+        util.debug('removing tasks from inqueue until task handler finished')
+        inqueue._rlock.acquire()
+        while task_handler.is_alive() and inqueue._reader.poll():
+            inqueue._reader.recv()
+            time.sleep(0)
+
+    @classmethod
+    def _terminate_pool(cls, taskqueue, inqueue, outqueue, pool, change_notifier,
+                        worker_handler, task_handler, result_handler, cache):
+        # this is guaranteed to only be called once
+        util.debug('finalizing pool')
+
+        # Notify that the worker_handler state has been changed so the
+        # _handle_workers loop can be unblocked (and exited) in order to
+        # send the finalization sentinel all the workers.
+        worker_handler._state = TERMINATE
+        change_notifier.put(None)
+
+        task_handler._state = TERMINATE
+
+        util.debug('helping task handler/workers to finish')
+        cls._help_stuff_finish(inqueue, task_handler, len(pool))
+
+        if (not result_handler.is_alive()) and (len(cache) != 0):
+            raise AssertionError(
+                "Cannot have cache with result_hander not alive")
+
+        result_handler._state = TERMINATE
+        change_notifier.put(None)
+        outqueue.put(None)                  # sentinel
+
+        # We must wait for the worker handler to exit before terminating
+        # workers because we don't want workers to be restarted behind our back.
+        util.debug('joining worker handler')
+        if threading.current_thread() is not worker_handler:
+            worker_handler.join()
+
+        # Terminate workers which haven't already finished.
+        if pool and hasattr(pool[0], 'terminate'):
+            util.debug('terminating workers')
+            for p in pool:
+                if p.exitcode is None:
+                    p.terminate()
+
+        util.debug('joining task handler')
+        if threading.current_thread() is not task_handler:
+            task_handler.join()
+
+        util.debug('joining result handler')
+        if threading.current_thread() is not result_handler:
+            result_handler.join()
+
+        if pool and hasattr(pool[0], 'terminate'):
+            util.debug('joining pool workers')
+            for p in pool:
+                if p.is_alive():
+                    # worker has not yet exited
+                    util.debug('cleaning up worker %d' % p.pid)
+                    p.join()
+
+    def __enter__(self):
+        self._check_running()
+        return self
+
+    def __exit__(self, exc_type, exc_val, exc_tb):
+        self.terminate()
+
+#
+# Class whose instances are returned by `Pool.apply_async()`
+#
+
+class ApplyResult(object):
+
+    def __init__(self, pool, callback, error_callback):
+        self._pool = pool
+        self._event = threading.Event()
+        self._job = next(job_counter)
+        self._cache = pool._cache
+        self._callback = callback
+        self._error_callback = error_callback
+        self._cache[self._job] = self
+
+    def ready(self):
+        return self._event.is_set()
+
+    def successful(self):
+        if not self.ready():
+            raise ValueError("{0!r} not ready".format(self))
+        return self._success
+
+    def wait(self, timeout=None):
+        self._event.wait(timeout)
+
+    def get(self, timeout=None):
+        self.wait(timeout)
+        if not self.ready():
+            raise TimeoutError
+        if self._success:
+            return self._value
+        else:
+            raise self._value
+
+    def _set(self, i, obj):
+        self._success, self._value = obj
+        if self._callback and self._success:
+            self._callback(self._value)
+        if self._error_callback and not self._success:
+            self._error_callback(self._value)
+        self._event.set()
+        del self._cache[self._job]
+        self._pool = None
+
+    __class_getitem__ = classmethod(types.GenericAlias)
+
+AsyncResult = ApplyResult       # create alias -- see #17805
+
+#
+# Class whose instances are returned by `Pool.map_async()`
+#
+
+class MapResult(ApplyResult):
+
+    def __init__(self, pool, chunksize, length, callback, error_callback):
+        ApplyResult.__init__(self, pool, callback,
+                             error_callback=error_callback)
+        self._success = True
+        self._value = [None] * length
+        self._chunksize = chunksize
+        if chunksize <= 0:
+            self._number_left = 0
+            self._event.set()
+            del self._cache[self._job]
+        else:
+            self._number_left = length//chunksize + bool(length % chunksize)
+
+    def _set(self, i, success_result):
+        self._number_left -= 1
+        success, result = success_result
+        if success and self._success:
+            self._value[i*self._chunksize:(i+1)*self._chunksize] = result
+            if self._number_left == 0:
+                if self._callback:
+                    self._callback(self._value)
+                del self._cache[self._job]
+                self._event.set()
+                self._pool = None
+        else:
+            if not success and self._success:
+                # only store first exception
+                self._success = False
+                self._value = result
+            if self._number_left == 0:
+                # only consider the result ready once all jobs are done
+                if self._error_callback:
+                    self._error_callback(self._value)
+                del self._cache[self._job]
+                self._event.set()
+                self._pool = None
+
+#
+# Class whose instances are returned by `Pool.imap()`
+#
+
+class IMapIterator(object):
+
+    def __init__(self, pool):
+        self._pool = pool
+        self._cond = threading.Condition(threading.Lock())
+        self._job = next(job_counter)
+        self._cache = pool._cache
+        self._items = collections.deque()
+        self._index = 0
+        self._length = None
+        self._unsorted = {}
+        self._cache[self._job] = self
+
+    def __iter__(self):
+        return self
+
+    def next(self, timeout=None):
+        with self._cond:
+            try:
+                item = self._items.popleft()
+            except IndexError:
+                if self._index == self._length:
+                    self._pool = None
+                    raise StopIteration from None
+                self._cond.wait(timeout)
+                try:
+                    item = self._items.popleft()
+                except IndexError:
+                    if self._index == self._length:
+                        self._pool = None
+                        raise StopIteration from None
+                    raise TimeoutError from None
+
+        success, value = item
+        if success:
+            return value
+        raise value
+
+    __next__ = next                    # XXX
+
+    def _set(self, i, obj):
+        with self._cond:
+            if self._index == i:
+                self._items.append(obj)
+                self._index += 1
+                while self._index in self._unsorted:
+                    obj = self._unsorted.pop(self._index)
+                    self._items.append(obj)
+                    self._index += 1
+                self._cond.notify()
+            else:
+                self._unsorted[i] = obj
+
+            if self._index == self._length:
+                del self._cache[self._job]
+                self._pool = None
+
+    def _set_length(self, length):
+        with self._cond:
+            self._length = length
+            if self._index == self._length:
+                self._cond.notify()
+                del self._cache[self._job]
+                self._pool = None
+
+#
+# Class whose instances are returned by `Pool.imap_unordered()`
+#
+
+class IMapUnorderedIterator(IMapIterator):
+
+    def _set(self, i, obj):
+        with self._cond:
+            self._items.append(obj)
+            self._index += 1
+            self._cond.notify()
+            if self._index == self._length:
+                del self._cache[self._job]
+                self._pool = None
+
+#
+#
+#
+
+class ThreadPool(Pool):
+    _wrap_exception = False
+
+    @staticmethod
+    def Process(ctx, *args, **kwds):
+        from .dummy import Process
+        return Process(*args, **kwds)
+
+    def __init__(self, processes=None, initializer=None, initargs=()):
+        Pool.__init__(self, processes, initializer, initargs)
+
+    def _setup_queues(self):
+        self._inqueue = queue.SimpleQueue()
+        self._outqueue = queue.SimpleQueue()
+        self._quick_put = self._inqueue.put
+        self._quick_get = self._outqueue.get
+
+    def _get_sentinels(self):
+        return [self._change_notifier._reader]
+
+    @staticmethod
+    def _get_worker_sentinels(workers):
+        return []
+
+    @staticmethod
+    def _help_stuff_finish(inqueue, task_handler, size):
+        # drain inqueue, and put sentinels at its head to make workers finish
+        try:
+            while True:
+                inqueue.get(block=False)
+        except queue.Empty:
+            pass
+        for i in range(size):
+            inqueue.put(None)
+
+    def _wait_for_updates(self, sentinels, change_notifier, timeout):
+        time.sleep(timeout)

env-llmeval/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()

env-llmeval/lib/python3.10/site-packages/multiprocess/popen_forkserver.py

@@ -0,0 +1,74 @@
+import io
+import os
+
+from .context import reduction, set_spawning_popen
+if not reduction.HAVE_SEND_HANDLE:
+    raise ImportError('No support for sending fds between processes')
+from . import forkserver
+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, ind):
+        self.ind = ind
+    def detach(self):
+        return forkserver.get_inherited_fds()[self.ind]
+
+#
+# Start child process using a server process
+#
+
+class Popen(popen_fork.Popen):
+    method = 'forkserver'
+    DupFd = _DupFd
+
+    def __init__(self, process_obj):
+        self._fds = []
+        super().__init__(process_obj)
+
+    def duplicate_for_child(self, fd):
+        self._fds.append(fd)
+        return len(self._fds) - 1
+
+    def _launch(self, process_obj):
+        prep_data = spawn.get_preparation_data(process_obj._name)
+        buf = io.BytesIO()
+        set_spawning_popen(self)
+        try:
+            reduction.dump(prep_data, buf)
+            reduction.dump(process_obj, buf)
+        finally:
+            set_spawning_popen(None)
+
+        self.sentinel, w = forkserver.connect_to_new_process(self._fds)
+        # Keep a duplicate of the data pipe's write end as a sentinel of the
+        # parent process used by the child process.
+        _parent_w = os.dup(w)
+        self.finalizer = util.Finalize(self, util.close_fds,
+                                       (_parent_w, self.sentinel))
+        with open(w, 'wb', closefd=True) as f:
+            f.write(buf.getbuffer())
+        self.pid = forkserver.read_signed(self.sentinel)
+
+    def poll(self, flag=os.WNOHANG):
+        if self.returncode is None:
+            from multiprocess.connection import wait
+            timeout = 0 if flag == os.WNOHANG else None
+            if not wait([self.sentinel], timeout):
+                return None
+            try:
+                self.returncode = forkserver.read_signed(self.sentinel)
+            except (OSError, EOFError):
+                # This should not happen usually, but perhaps the forkserver
+                # process itself got killed
+                self.returncode = 255
+
+        return self.returncode

env-llmeval/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()

env-llmeval/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

env-llmeval/lib/python3.10/site-packages/multiprocess/tests/test_multiprocessing_fork.py

@@ -0,0 +1,19 @@
+import unittest
+from multiprocess.tests import install_tests_in_module_dict
+
+import sys
+from test import support
+
+if support.PGO:
+    raise unittest.SkipTest("test is not helpful for PGO")
+
+if sys.platform == "win32":
+    raise unittest.SkipTest("fork is not available on Windows")
+
+if sys.platform == 'darwin':
+    raise unittest.SkipTest("test may crash on macOS (bpo-33725)")
+
+install_tests_in_module_dict(globals(), 'fork')
+
+if __name__ == '__main__':
+    unittest.main()

env-llmeval/lib/python3.10/site-packages/multiprocess/util.py

@@ -0,0 +1,489 @@
+#
+# Module providing various facilities to other parts of the package
+#
+# multiprocessing/util.py
+#
+# Copyright (c) 2006-2008, R Oudkerk
+# Licensed to PSF under a Contributor Agreement.
+#
+
+import os
+import itertools
+import sys
+import weakref
+import atexit
+import threading        # we want threading to install it's
+                        # cleanup function before multiprocessing does
+from subprocess import _args_from_interpreter_flags
+
+from . import process
+
+__all__ = [
+    'sub_debug', 'debug', 'info', 'sub_warning', 'get_logger',
+    'log_to_stderr', 'get_temp_dir', 'register_after_fork',
+    'is_exiting', 'Finalize', 'ForkAwareThreadLock', 'ForkAwareLocal',
+    'close_all_fds_except', 'SUBDEBUG', 'SUBWARNING',
+    ]
+
+#
+# Logging
+#
+
+NOTSET = 0
+SUBDEBUG = 5
+DEBUG = 10
+INFO = 20
+SUBWARNING = 25
+
+LOGGER_NAME = 'multiprocess'
+DEFAULT_LOGGING_FORMAT = '[%(levelname)s/%(processName)s] %(message)s'
+
+_logger = None
+_log_to_stderr = False
+
+def sub_debug(msg, *args):
+    if _logger:
+        _logger.log(SUBDEBUG, msg, *args)
+
+def debug(msg, *args):
+    if _logger:
+        _logger.log(DEBUG, msg, *args)
+
+def info(msg, *args):
+    if _logger:
+        _logger.log(INFO, msg, *args)
+
+def sub_warning(msg, *args):
+    if _logger:
+        _logger.log(SUBWARNING, msg, *args)
+
+def get_logger():
+    '''
+    Returns logger used by multiprocess
+    '''
+    global _logger
+    import logging
+
+    logging._acquireLock()
+    try:
+        if not _logger:
+
+            _logger = logging.getLogger(LOGGER_NAME)
+            _logger.propagate = 0
+
+            # XXX multiprocessing should cleanup before logging
+            if hasattr(atexit, 'unregister'):
+                atexit.unregister(_exit_function)
+                atexit.register(_exit_function)
+            else:
+                atexit._exithandlers.remove((_exit_function, (), {}))
+                atexit._exithandlers.append((_exit_function, (), {}))
+
+    finally:
+        logging._releaseLock()
+
+    return _logger
+
+def log_to_stderr(level=None):
+    '''
+    Turn on logging and add a handler which prints to stderr
+    '''
+    global _log_to_stderr
+    import logging
+
+    logger = get_logger()
+    formatter = logging.Formatter(DEFAULT_LOGGING_FORMAT)
+    handler = logging.StreamHandler()
+    handler.setFormatter(formatter)
+    logger.addHandler(handler)
+
+    if level:
+        logger.setLevel(level)
+    _log_to_stderr = True
+    return _logger
+
+
+# Abstract socket support
+
+def _platform_supports_abstract_sockets():
+    if sys.platform == "linux":
+        return True
+    if hasattr(sys, 'getandroidapilevel'):
+        return True
+    return False
+
+
+def is_abstract_socket_namespace(address):
+    if not address:
+        return False
+    if isinstance(address, bytes):
+        return address[0] == 0
+    elif isinstance(address, str):
+        return address[0] == "\0"
+    raise TypeError(f'address type of {address!r} unrecognized')
+
+
+abstract_sockets_supported = _platform_supports_abstract_sockets()
+
+#
+# Function returning a temp directory which will be removed on exit
+#
+
+def _remove_temp_dir(rmtree, tempdir):
+    rmtree(tempdir)
+
+    current_process = process.current_process()
+    # current_process() can be None if the finalizer is called
+    # late during Python finalization
+    if current_process is not None:
+        current_process._config['tempdir'] = None
+
+def get_temp_dir():
+    # get name of a temp directory which will be automatically cleaned up
+    tempdir = process.current_process()._config.get('tempdir')
+    if tempdir is None:
+        import shutil, tempfile
+        tempdir = tempfile.mkdtemp(prefix='pymp-')
+        info('created temp directory %s', tempdir)
+        # keep a strong reference to shutil.rmtree(), since the finalizer
+        # can be called late during Python shutdown
+        Finalize(None, _remove_temp_dir, args=(shutil.rmtree, tempdir),
+                 exitpriority=-100)
+        process.current_process()._config['tempdir'] = tempdir
+    return tempdir
+
+#
+# Support for reinitialization of objects when bootstrapping a child process
+#
+
+_afterfork_registry = weakref.WeakValueDictionary()
+_afterfork_counter = itertools.count()
+
+def _run_after_forkers():
+    items = list(_afterfork_registry.items())
+    items.sort()
+    for (index, ident, func), obj in items:
+        try:
+            func(obj)
+        except Exception as e:
+            info('after forker raised exception %s', e)
+
+def register_after_fork(obj, func):
+    _afterfork_registry[(next(_afterfork_counter), id(obj), func)] = obj
+
+#
+# Finalization using weakrefs
+#
+
+_finalizer_registry = {}
+_finalizer_counter = itertools.count()
+
+
+class Finalize(object):
+    '''
+    Class which supports object finalization using weakrefs
+    '''
+    def __init__(self, obj, callback, args=(), kwargs=None, exitpriority=None):
+        if (exitpriority is not None) and not isinstance(exitpriority,int):
+            raise TypeError(
+                "Exitpriority ({0!r}) must be None or int, not {1!s}".format(
+                    exitpriority, type(exitpriority)))
+
+        if obj is not None:
+            self._weakref = weakref.ref(obj, self)
+        elif exitpriority is None:
+            raise ValueError("Without object, exitpriority cannot be None")
+
+        self._callback = callback
+        self._args = args
+        self._kwargs = kwargs or {}
+        self._key = (exitpriority, next(_finalizer_counter))
+        self._pid = os.getpid()
+
+        _finalizer_registry[self._key] = self
+
+    def __call__(self, wr=None,
+                 # Need to bind these locally because the globals can have
+                 # been cleared at shutdown
+                 _finalizer_registry=_finalizer_registry,
+                 sub_debug=sub_debug, getpid=os.getpid):
+        '''
+        Run the callback unless it has already been called or cancelled
+        '''
+        try:
+            del _finalizer_registry[self._key]
+        except KeyError:
+            sub_debug('finalizer no longer registered')
+        else:
+            if self._pid != getpid():
+                sub_debug('finalizer ignored because different process')
+                res = None
+            else:
+                sub_debug('finalizer calling %s with args %s and kwargs %s',
+                          self._callback, self._args, self._kwargs)
+                res = self._callback(*self._args, **self._kwargs)
+            self._weakref = self._callback = self._args = \
+                            self._kwargs = self._key = None
+            return res
+
+    def cancel(self):
+        '''
+        Cancel finalization of the object
+        '''
+        try:
+            del _finalizer_registry[self._key]
+        except KeyError:
+            pass
+        else:
+            self._weakref = self._callback = self._args = \
+                            self._kwargs = self._key = None
+
+    def still_active(self):
+        '''
+        Return whether this finalizer is still waiting to invoke callback
+        '''
+        return self._key in _finalizer_registry
+
+    def __repr__(self):
+        try:
+            obj = self._weakref()
+        except (AttributeError, TypeError):
+            obj = None
+
+        if obj is None:
+            return '<%s object, dead>' % self.__class__.__name__
+
+        x = '<%s object, callback=%s' % (
+                self.__class__.__name__,
+                getattr(self._callback, '__name__', self._callback))
+        if self._args:
+            x += ', args=' + str(self._args)
+        if self._kwargs:
+            x += ', kwargs=' + str(self._kwargs)
+        if self._key[0] is not None:
+            x += ', exitpriority=' + str(self._key[0])
+        return x + '>'
+
+
+def _run_finalizers(minpriority=None):
+    '''
+    Run all finalizers whose exit priority is not None and at least minpriority
+
+    Finalizers with highest priority are called first; finalizers with
+    the same priority will be called in reverse order of creation.
+    '''
+    if _finalizer_registry is None:
+        # This function may be called after this module's globals are
+        # destroyed.  See the _exit_function function in this module for more
+        # notes.
+        return
+
+    if minpriority is None:
+        f = lambda p : p[0] is not None
+    else:
+        f = lambda p : p[0] is not None and p[0] >= minpriority
+
+    # Careful: _finalizer_registry may be mutated while this function
+    # is running (either by a GC run or by another thread).
+
+    # list(_finalizer_registry) should be atomic, while
+    # list(_finalizer_registry.items()) is not.
+    keys = [key for key in list(_finalizer_registry) if f(key)]
+    keys.sort(reverse=True)
+
+    for key in keys:
+        finalizer = _finalizer_registry.get(key)
+        # key may have been removed from the registry
+        if finalizer is not None:
+            sub_debug('calling %s', finalizer)
+            try:
+                finalizer()
+            except Exception:
+                import traceback
+                traceback.print_exc()
+
+    if minpriority is None:
+        _finalizer_registry.clear()
+
+#
+# Clean up on exit
+#
+
+def is_exiting():
+    '''
+    Returns true if the process is shutting down
+    '''
+    return _exiting or _exiting is None
+
+_exiting = False
+
+def _exit_function(info=info, debug=debug, _run_finalizers=_run_finalizers,
+                   active_children=process.active_children,
+                   current_process=process.current_process):
+    # We hold on to references to functions in the arglist due to the
+    # situation described below, where this function is called after this
+    # module's globals are destroyed.
+
+    global _exiting
+
+    if not _exiting:
+        _exiting = True
+
+        info('process shutting down')
+        debug('running all "atexit" finalizers with priority >= 0')
+        _run_finalizers(0)
+
+        if current_process() is not None:
+            # We check if the current process is None here because if
+            # it's None, any call to ``active_children()`` will raise
+            # an AttributeError (active_children winds up trying to
+            # get attributes from util._current_process).  One
+            # situation where this can happen is if someone has
+            # manipulated sys.modules, causing this module to be
+            # garbage collected.  The destructor for the module type
+            # then replaces all values in the module dict with None.
+            # For instance, after setuptools runs a test it replaces
+            # sys.modules with a copy created earlier.  See issues
+            # #9775 and #15881.  Also related: #4106, #9205, and
+            # #9207.
+
+            for p in active_children():
+                if p.daemon:
+                    info('calling terminate() for daemon %s', p.name)
+                    p._popen.terminate()
+
+            for p in active_children():
+                info('calling join() for process %s', p.name)
+                p.join()
+
+        debug('running the remaining "atexit" finalizers')
+        _run_finalizers()
+
+atexit.register(_exit_function)
+
+#
+# Some fork aware types
+#
+
+class ForkAwareThreadLock(object):
+    def __init__(self):
+        self._lock = threading.Lock()
+        self.acquire = self._lock.acquire
+        self.release = self._lock.release
+        register_after_fork(self, ForkAwareThreadLock._at_fork_reinit)
+
+    def _at_fork_reinit(self):
+        self._lock._at_fork_reinit()
+
+    def __enter__(self):
+        return self._lock.__enter__()
+
+    def __exit__(self, *args):
+        return self._lock.__exit__(*args)
+
+
+class ForkAwareLocal(threading.local):
+    def __init__(self):
+        register_after_fork(self, lambda obj : obj.__dict__.clear())
+    def __reduce__(self):
+        return type(self), ()
+
+#
+# Close fds except those specified
+#
+
+try:
+    MAXFD = os.sysconf("SC_OPEN_MAX")
+except Exception:
+    MAXFD = 256
+
+def close_all_fds_except(fds):
+    fds = list(fds) + [-1, MAXFD]
+    fds.sort()
+    assert fds[-1] == MAXFD, 'fd too large'
+    for i in range(len(fds) - 1):
+        os.closerange(fds[i]+1, fds[i+1])
+#
+# Close sys.stdin and replace stdin with os.devnull
+#
+
+def _close_stdin():
+    if sys.stdin is None:
+        return
+
+    try:
+        sys.stdin.close()
+    except (OSError, ValueError):
+        pass
+
+    try:
+        fd = os.open(os.devnull, os.O_RDONLY)
+        try:
+            sys.stdin = open(fd, encoding="utf-8", closefd=False)
+        except:
+            os.close(fd)
+            raise
+    except (OSError, ValueError):
+        pass
+
+#
+# Flush standard streams, if any
+#
+
+def _flush_std_streams():
+    try:
+        sys.stdout.flush()
+    except (AttributeError, ValueError):
+        pass
+    try:
+        sys.stderr.flush()
+    except (AttributeError, ValueError):
+        pass
+
+#
+# Start a program with only specified fds kept open
+#
+
+def spawnv_passfds(path, args, passfds):
+    import _posixsubprocess
+    passfds = tuple(sorted(map(int, passfds)))
+    errpipe_read, errpipe_write = os.pipe()
+    try:
+        return _posixsubprocess.fork_exec(
+            args, [os.fsencode(path)], True, passfds, None, None,
+            -1, -1, -1, -1, -1, -1, errpipe_read, errpipe_write,
+            False, False, None, None, None, -1, None)
+    finally:
+        os.close(errpipe_read)
+        os.close(errpipe_write)
+
+
+def close_fds(*fds):
+    """Close each file descriptor given as an argument"""
+    for fd in fds:
+        os.close(fd)
+
+
+def _cleanup_tests():
+    """Cleanup multiprocessing resources when multiprocessing tests
+    completed."""
+
+    from test import support
+
+    # cleanup multiprocessing
+    process._cleanup()
+
+    # Stop the ForkServer process if it's running
+    from multiprocess import forkserver
+    forkserver._forkserver._stop()
+
+    # Stop the ResourceTracker process if it's running
+    from multiprocess import resource_tracker
+    resource_tracker._resource_tracker._stop()
+
+    # bpo-37421: Explicitly call _run_finalizers() to remove immediately
+    # temporary directories created by multiprocessing.util.get_temp_dir().
+    _run_finalizers()
+    support.gc_collect()
+
+    support.reap_children()

env-llmeval/lib/python3.10/site-packages/nvidia_cusolver_cu12-11.4.5.107.dist-info/INSTALLER

@@ -0,0 +1 @@
+pip

env-llmeval/lib/python3.10/site-packages/nvidia_cusolver_cu12-11.4.5.107.dist-info/License.txt

@@ -0,0 +1,1568 @@
+End User License Agreement
+--------------------------
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+-----------------------------
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+The following portions of the SDK are distributable under the
+Agreement:
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+Component
+
+CUDA Runtime
+
+Windows
+
+cudart.dll, cudart_static.lib, cudadevrt.lib
+
+Mac OSX
+
+libcudart.dylib, libcudart_static.a, libcudadevrt.a
+
+Linux
+
+libcudart.so, libcudart_static.a, libcudadevrt.a
+
+Android
+
+libcudart.so, libcudart_static.a, libcudadevrt.a
+
+Component
+
+CUDA FFT Library
+
+Windows
+
+cufft.dll, cufftw.dll, cufft.lib, cufftw.lib
+
+Mac OSX
+
+libcufft.dylib, libcufft_static.a, libcufftw.dylib,
+libcufftw_static.a
+
+Linux
+
+libcufft.so, libcufft_static.a, libcufftw.so,
+libcufftw_static.a
+
+Android
+
+libcufft.so, libcufft_static.a, libcufftw.so,
+libcufftw_static.a
+
+Component
+
+CUDA BLAS Library
+
+Windows
+
+cublas.dll, cublasLt.dll
+
+Mac OSX
+
+libcublas.dylib, libcublasLt.dylib, libcublas_static.a,
+libcublasLt_static.a
+
+Linux
+
+libcublas.so, libcublasLt.so, libcublas_static.a,
+libcublasLt_static.a
+
+Android
+
+libcublas.so, libcublasLt.so, libcublas_static.a,
+libcublasLt_static.a
+
+Component
+
+NVIDIA "Drop-in" BLAS Library
+
+Windows
+
+nvblas.dll
+
+Mac OSX
+
+libnvblas.dylib
+
+Linux
+
+libnvblas.so
+
+Component
+
+CUDA Sparse Matrix Library
+
+Windows
+
+cusparse.dll, cusparse.lib
+
+Mac OSX
+
+libcusparse.dylib, libcusparse_static.a
+
+Linux
+
+libcusparse.so, libcusparse_static.a
+
+Android
+
+libcusparse.so, libcusparse_static.a
+
+Component
+
+CUDA Linear Solver Library
+
+Windows
+
+cusolver.dll, cusolver.lib
+
+Mac OSX
+
+libcusolver.dylib, libcusolver_static.a
+
+Linux
+
+libcusolver.so, libcusolver_static.a
+
+Android
+
+libcusolver.so, libcusolver_static.a
+
+Component
+
+CUDA Random Number Generation Library
+
+Windows
+
+curand.dll, curand.lib
+
+Mac OSX
+
+libcurand.dylib, libcurand_static.a
+
+Linux
+
+libcurand.so, libcurand_static.a
+
+Android
+
+libcurand.so, libcurand_static.a
+
+Component
+
+CUDA Accelerated Graph Library
+
+Component
+
+NVIDIA Performance Primitives Library
+
+Windows
+
+nppc.dll, nppc.lib, nppial.dll, nppial.lib, nppicc.dll,
+nppicc.lib, nppicom.dll, nppicom.lib, nppidei.dll,
+nppidei.lib, nppif.dll, nppif.lib, nppig.dll, nppig.lib,
+nppim.dll, nppim.lib, nppist.dll, nppist.lib, nppisu.dll,
+nppisu.lib, nppitc.dll, nppitc.lib, npps.dll, npps.lib
+
+Mac OSX
+
+libnppc.dylib, libnppc_static.a, libnppial.dylib,
+libnppial_static.a, libnppicc.dylib, libnppicc_static.a,
+libnppicom.dylib, libnppicom_static.a, libnppidei.dylib,
+libnppidei_static.a, libnppif.dylib, libnppif_static.a,
+libnppig.dylib, libnppig_static.a, libnppim.dylib,
+libnppisu_static.a, libnppitc.dylib, libnppitc_static.a,
+libnpps.dylib, libnpps_static.a
+
+Linux
+
+libnppc.so, libnppc_static.a, libnppial.so,
+libnppial_static.a, libnppicc.so, libnppicc_static.a,
+libnppicom.so, libnppicom_static.a, libnppidei.so,
+libnppidei_static.a, libnppif.so, libnppif_static.a
+libnppig.so, libnppig_static.a, libnppim.so,
+libnppim_static.a, libnppist.so, libnppist_static.a,
+libnppisu.so, libnppisu_static.a, libnppitc.so
+libnppitc_static.a, libnpps.so, libnpps_static.a
+
+Android
+
+libnppc.so, libnppc_static.a, libnppial.so,
+libnppial_static.a, libnppicc.so, libnppicc_static.a,
+libnppicom.so, libnppicom_static.a, libnppidei.so,
+libnppidei_static.a, libnppif.so, libnppif_static.a
+libnppig.so, libnppig_static.a, libnppim.so,
+libnppim_static.a, libnppist.so, libnppist_static.a,
+libnppisu.so, libnppisu_static.a, libnppitc.so
+libnppitc_static.a, libnpps.so, libnpps_static.a
+
+Component
+
+NVIDIA JPEG Library
+
+Linux
+
+libnvjpeg.so, libnvjpeg_static.a
+
+Component
+
+Internal common library required for statically linking to
+cuBLAS, cuSPARSE, cuFFT, cuRAND, nvJPEG and NPP
+
+Mac OSX
+
+libculibos.a
+
+Linux
+
+libculibos.a
+
+Component
+
+NVIDIA Runtime Compilation Library and Header
+
+All
+
+nvrtc.h
+
+Windows
+
+nvrtc.dll, nvrtc-builtins.dll
+
+Mac OSX
+
+libnvrtc.dylib, libnvrtc-builtins.dylib
+
+Linux
+
+libnvrtc.so, libnvrtc-builtins.so
+
+Component
+
+NVIDIA Optimizing Compiler Library
+
+Windows
+
+nvvm.dll
+
+Mac OSX
+
+libnvvm.dylib
+
+Linux
+
+libnvvm.so
+
+Component
+
+NVIDIA Common Device Math Functions Library
+
+Windows
+
+libdevice.10.bc
+
+Mac OSX
+
+libdevice.10.bc
+
+Linux
+
+libdevice.10.bc
+
+Component
+
+CUDA Occupancy Calculation Header Library
+
+All
+
+cuda_occupancy.h
+
+Component
+
+CUDA Half Precision Headers
+
+All
+
+cuda_fp16.h, cuda_fp16.hpp
+
+Component
+
+CUDA Profiling Tools Interface (CUPTI) Library
+
+Windows
+
+cupti.dll
+
+Mac OSX
+
+libcupti.dylib
+
+Linux
+
+libcupti.so
+
+Component
+
+NVIDIA Tools Extension Library
+
+Windows
+
+nvToolsExt.dll, nvToolsExt.lib
+
+Mac OSX
+
+libnvToolsExt.dylib
+
+Linux
+
+libnvToolsExt.so
+
+Component
+
+NVIDIA CUDA Driver Libraries
+
+Linux
+
+libcuda.so, libnvidia-fatbinaryloader.so,
+libnvidia-ptxjitcompiler.so
+
+The NVIDIA CUDA Driver Libraries are only distributable in
+applications that meet this criteria:
+
+  1. The application was developed starting from a NVIDIA CUDA
+    container obtained from Docker Hub or the NVIDIA GPU
+    Cloud, and
+
+  2. The resulting application is packaged as a Docker
+    container and distributed to users on Docker Hub or the
+    NVIDIA GPU Cloud only.
+
+
+2.7. Attachment B
+
+
+Additional Licensing Obligations
+
+The following third party components included in the SOFTWARE
+are licensed to Licensee pursuant to the following terms and
+conditions:
+
+  1. Licensee's use of the GDB third party component is
+    subject to the terms and conditions of GNU GPL v3:
+
+    This product includes copyrighted third-party software licensed
+    under the terms of the GNU General Public License v3 ("GPL v3").
+    All third-party software packages are copyright by their respective
+    authors. GPL v3 terms and conditions are hereby incorporated into
+    the Agreement by this reference:     http://www.gnu.org/licenses/gpl.txt
+
+    Consistent with these licensing requirements, the software
+    listed below is provided under the terms of the specified
+    open source software licenses. To obtain source code for
+    software provided under licenses that require
+    redistribution of source code, including the GNU General
+    Public License (GPL) and GNU Lesser General Public License
+    (LGPL), contact [email protected]. This offer is
+    valid for a period of three (3) years from the date of the
+    distribution of this product by NVIDIA CORPORATION.
+
+    Component          License
+    CUDA-GDB           GPL v3
+
+  2. Licensee represents and warrants that any and all third
+    party licensing and/or royalty payment obligations in
+    connection with Licensee's use of the H.264 video codecs
+    are solely the responsibility of Licensee.
+
+  3. Licensee's use of the Thrust library is subject to the
+    terms and conditions of the Apache License Version 2.0.
+    All third-party software packages are copyright by their
+    respective authors. Apache License Version 2.0 terms and
+    conditions are hereby incorporated into the Agreement by
+    this reference.
+    http://www.apache.org/licenses/LICENSE-2.0.html
+
+    In addition, Licensee acknowledges the following notice:
+    Thrust includes source code from the Boost Iterator,
+    Tuple, System, and Random Number libraries.
+
+    Boost Software License - Version 1.0 - August 17th, 2003
+    . . . .
+
+    Permission is hereby granted, free of charge, to any person or
+    organization obtaining a copy of the software and accompanying
+    documentation covered by this license (the "Software") to use,
+    reproduce, display, distribute, execute, and transmit the Software,
+    and to prepare derivative works of the Software, and to permit
+    third-parties to whom the Software is furnished to do so, all
+    subject to the following:
+
+    The copyright notices in the Software and this entire statement,
+    including the above license grant, this restriction and the following
+    disclaimer, must be included in all copies of the Software, in whole
+    or in part, and all derivative works of the Software, unless such
+    copies or derivative works are solely in the form of machine-executable
+    object code generated by a source language processor.
+
+    THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+    EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
+    MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, TITLE AND
+    NON-INFRINGEMENT. IN NO EVENT SHALL THE COPYRIGHT HOLDERS OR
+    ANYONE DISTRIBUTING THE SOFTWARE BE LIABLE FOR ANY DAMAGES OR
+    OTHER LIABILITY, WHETHER IN CONTRACT, TORT OR OTHERWISE, ARISING
+    FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR
+    OTHER DEALINGS IN THE SOFTWARE.
+
+  4. Licensee's use of the LLVM third party component is
+    subject to the following terms and conditions:
+
+    ======================================================
+    LLVM Release License
+    ======================================================
+    University of Illinois/NCSA
+    Open Source License
+
+    Copyright (c) 2003-2010 University of Illinois at Urbana-Champaign.
+    All rights reserved.
+
+    Developed by:
+
+        LLVM Team
+
+        University of Illinois at Urbana-Champaign
+
+        http://llvm.org
+
+    Permission is hereby granted, free of charge, to any person obtaining a copy
+    of this software and associated documentation files (the "Software"), to
+    deal with the Software without restriction, including without limitation the
+    rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
+    sell copies of the Software, and to permit persons to whom the Software is
+    furnished to do so, subject to the following conditions:
+
+    *  Redistributions of source code must retain the above copyright notice,
+       this list of conditions and the following disclaimers.
+
+    *  Redistributions in binary form must reproduce the above copyright
+       notice, this list of conditions and the following disclaimers in the
+       documentation and/or other materials provided with the distribution.
+
+    *  Neither the names of the LLVM Team, University of Illinois at Urbana-
+       Champaign, nor the names of its contributors may be used to endorse or
+       promote products derived from this Software without specific prior
+       written permission.
+
+    THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+    IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+    FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.  IN NO EVENT SHALL
+    THE CONTRIBUTORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR
+    OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE,
+    ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER
+    DEALINGS WITH THE SOFTWARE.
+
+  5. Licensee's use (e.g. nvprof) of the PCRE third party
+    component is subject to the following terms and
+    conditions:
+
+    ------------
+    PCRE LICENCE
+    ------------
+    PCRE is a library of functions to support regular expressions whose syntax
+    and semantics are as close as possible to those of the Perl 5 language.
+    Release 8 of PCRE is distributed under the terms of the "BSD" licence, as
+    specified below. The documentation for PCRE, supplied in the "doc"
+    directory, is distributed under the same terms as the software itself. The
+    basic library functions are written in C and are freestanding. Also
+    included in the distribution is a set of C++ wrapper functions, and a just-
+    in-time compiler that can be used to optimize pattern matching. These are
+    both optional features that can be omitted when the library is built.
+
+    THE BASIC LIBRARY FUNCTIONS
+    ---------------------------
+    Written by:       Philip Hazel
+    Email local part: ph10
+    Email domain:     cam.ac.uk
+    University of Cambridge Computing Service,
+    Cambridge, England.
+    Copyright (c) 1997-2012 University of Cambridge
+    All rights reserved.
+
+    PCRE JUST-IN-TIME COMPILATION SUPPORT
+    -------------------------------------
+    Written by:       Zoltan Herczeg
+    Email local part: hzmester
+    Emain domain:     freemail.hu
+    Copyright(c) 2010-2012 Zoltan Herczeg
+    All rights reserved.
+
+    STACK-LESS JUST-IN-TIME COMPILER
+    --------------------------------
+    Written by:       Zoltan Herczeg
+    Email local part: hzmester
+    Emain domain:     freemail.hu
+    Copyright(c) 2009-2012 Zoltan Herczeg
+    All rights reserved.
+
+    THE C++ WRAPPER FUNCTIONS
+    -------------------------
+    Contributed by:   Google Inc.
+    Copyright (c) 2007-2012, Google Inc.
+    All rights reserved.
+
+    THE "BSD" LICENCE
+    -----------------
+    Redistribution and use in source and binary forms, with or without
+    modification, are permitted provided that the following conditions are met:
+
+      * Redistributions of source code must retain the above copyright notice,
+        this list of conditions and the following disclaimer.
+
+      * Redistributions in binary form must reproduce the above copyright
+        notice, this list of conditions and the following disclaimer in the
+        documentation and/or other materials provided with the distribution.
+
+      * Neither the name of the University of Cambridge nor the name of Google
+        Inc. nor the names of their contributors may be used to endorse or
+        promote products derived from this software without specific prior
+        written permission.
+
+    THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+    AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+    IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
+    ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
+    LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
+    CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
+    SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
+    INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
+    CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
+    ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
+    POSSIBILITY OF SUCH DAMAGE.
+
+  6. Some of the cuBLAS library routines were written by or
+    derived from code written by Vasily Volkov and are subject
+    to the Modified Berkeley Software Distribution License as
+    follows:
+
+    Copyright (c) 2007-2009, Regents of the University of California
+
+    All rights reserved.
+
+    Redistribution and use in source and binary forms, with or without
+    modification, are permitted provided that the following conditions are
+    met:
+        * Redistributions of source code must retain the above copyright
+          notice, this list of conditions and the following disclaimer.
+        * Redistributions in binary form must reproduce the above
+          copyright notice, this list of conditions and the following
+          disclaimer in the documentation and/or other materials provided
+          with the distribution.
+        * Neither the name of the University of California, Berkeley nor
+          the names of its contributors may be used to endorse or promote
+          products derived from this software without specific prior
+          written permission.
+
+    THIS SOFTWARE IS PROVIDED BY THE AUTHOR "AS IS" AND ANY EXPRESS OR
+    IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+    WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+    DISCLAIMED. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY DIRECT,
+    INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
+    (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
+    SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION)
+    HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT,
+    STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING
+    IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
+    POSSIBILITY OF SUCH DAMAGE.
+
+  7. Some of the cuBLAS library routines were written by or
+    derived from code written by Davide Barbieri and are
+    subject to the Modified Berkeley Software Distribution
+    License as follows:
+
+    Copyright (c) 2008-2009 Davide Barbieri @ University of Rome Tor Vergata.
+
+    All rights reserved.
+
+    Redistribution and use in source and binary forms, with or without
+    modification, are permitted provided that the following conditions are
+    met:
+        * Redistributions of source code must retain the above copyright
+          notice, this list of conditions and the following disclaimer.
+        * Redistributions in binary form must reproduce the above
+          copyright notice, this list of conditions and the following
+          disclaimer in the documentation and/or other materials provided
+          with the distribution.
+        * The name of the author may not be used to endorse or promote
+          products derived from this software without specific prior
+          written permission.
+
+    THIS SOFTWARE IS PROVIDED BY THE AUTHOR "AS IS" AND ANY EXPRESS OR
+    IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+    WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+    DISCLAIMED. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY DIRECT,
+    INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
+    (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
+    SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION)
+    HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT,
+    STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING
+    IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
+    POSSIBILITY OF SUCH DAMAGE.
+
+  8. Some of the cuBLAS library routines were derived from
+    code developed by the University of Tennessee and are
+    subject to the Modified Berkeley Software Distribution
+    License as follows:
+
+    Copyright (c) 2010 The University of Tennessee.
+
+    All rights reserved.
+
+    Redistribution and use in source and binary forms, with or without
+    modification, are permitted provided that the following conditions are
+    met:
+        * Redistributions of source code must retain the above copyright
+          notice, this list of conditions and the following disclaimer.
+        * Redistributions in binary form must reproduce the above
+          copyright notice, this list of conditions and the following
+          disclaimer listed in this license in the documentation and/or
+          other materials provided with the distribution.
+        * Neither the name of the copyright holders nor the names of its
+          contributors may be used to endorse or promote products derived
+          from this software without specific prior written permission.
+
+    THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+    "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+    LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+    A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+    OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+    SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+    LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+    DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+    THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+    (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+    OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+  9. Some of the cuBLAS library routines were written by or
+    derived from code written by Jonathan Hogg and are subject
+    to the Modified Berkeley Software Distribution License as
+    follows:
+
+    Copyright (c) 2012, The Science and Technology Facilities Council (STFC).
+
+    All rights reserved.
+
+    Redistribution and use in source and binary forms, with or without
+    modification, are permitted provided that the following conditions are
+    met:
+        * Redistributions of source code must retain the above copyright
+          notice, this list of conditions and the following disclaimer.
+        * Redistributions in binary form must reproduce the above
+          copyright notice, this list of conditions and the following
+          disclaimer in the documentation and/or other materials provided
+          with the distribution.
+        * Neither the name of the STFC nor the names of its contributors
+          may be used to endorse or promote products derived from this
+          software without specific prior written permission.
+
+    THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+    "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+    LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+    A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE STFC BE
+    LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
+    CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
+    SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR
+    BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY,
+    WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE
+    OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN
+    IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+  10. Some of the cuBLAS library routines were written by or
+    derived from code written by Ahmad M. Abdelfattah, David
+    Keyes, and Hatem Ltaief, and are subject to the Apache
+    License, Version 2.0, as follows:
+
+     -- (C) Copyright 2013 King Abdullah University of Science and Technology
+      Authors:
+      Ahmad Abdelfattah ([email protected])
+      David Keyes ([email protected])
+      Hatem Ltaief ([email protected])
+
+      Redistribution  and  use  in  source and binary forms, with or without
+      modification,  are  permitted  provided  that the following conditions
+      are met:
+
+      * Redistributions  of  source  code  must  retain  the above copyright
+        notice,  this  list  of  conditions  and  the  following  disclaimer.
+      * Redistributions  in  binary  form must reproduce the above copyright
+        notice,  this list of conditions and the following disclaimer in the
+        documentation  and/or other materials provided with the distribution.
+      * Neither  the  name of the King Abdullah University of Science and
+        Technology nor the names of its contributors may be used to endorse
+        or promote products derived from this software without specific prior
+        written permission.
+
+      THIS  SOFTWARE  IS  PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+      ``AS IS''  AND  ANY  EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+      LIMITED  TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+      A  PARTICULAR  PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+      HOLDERS OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+      SPECIAL,  EXEMPLARY,  OR  CONSEQUENTIAL  DAMAGES  (INCLUDING,  BUT NOT
+      LIMITED  TO,  PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+      DATA,  OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+      THEORY  OF  LIABILITY,  WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+      (INCLUDING  NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+      OF  THIS  SOFTWARE,  EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE
+
+  11. Some of the cuSPARSE library routines were written by or
+    derived from code written by Li-Wen Chang and are subject
+    to the NCSA Open Source License as follows:
+
+    Copyright (c) 2012, University of Illinois.
+
+    All rights reserved.
+
+    Developed by: IMPACT Group, University of Illinois, http://impact.crhc.illinois.edu
+
+    Permission is hereby granted, free of charge, to any person obtaining
+    a copy of this software and associated documentation files (the
+    "Software"), to deal with the Software without restriction, including
+    without limitation the rights to use, copy, modify, merge, publish,
+    distribute, sublicense, and/or sell copies of the Software, and to
+    permit persons to whom the Software is furnished to do so, subject to
+    the following conditions:
+        * Redistributions of source code must retain the above copyright
+          notice, this list of conditions and the following disclaimer.
+        * Redistributions in binary form must reproduce the above
+          copyright notice, this list of conditions and the following
+          disclaimers in the documentation and/or other materials provided
+          with the distribution.
+        * Neither the names of IMPACT Group, University of Illinois, nor
+          the names of its contributors may be used to endorse or promote
+          products derived from this Software without specific prior
+          written permission.
+
+    THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+    EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
+    MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+    NONINFRINGEMENT. IN NO EVENT SHALL THE CONTRIBUTORS OR COPYRIGHT
+    HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER
+    IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR
+    IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS WITH THE
+    SOFTWARE.
+
+  12. Some of the cuRAND library routines were written by or
+    derived from code written by Mutsuo Saito and Makoto
+    Matsumoto and are subject to the following license:
+
+    Copyright (c) 2009, 2010 Mutsuo Saito, Makoto Matsumoto and Hiroshima
+    University. All rights reserved.
+
+    Copyright (c) 2011 Mutsuo Saito, Makoto Matsumoto, Hiroshima
+    University and University of Tokyo.  All rights reserved.
+
+    Redistribution and use in source and binary forms, with or without
+    modification, are permitted provided that the following conditions are
+    met:
+        * Redistributions of source code must retain the above copyright
+          notice, this list of conditions and the following disclaimer.
+        * Redistributions in binary form must reproduce the above
+          copyright notice, this list of conditions and the following
+          disclaimer in the documentation and/or other materials provided
+          with the distribution.
+        * Neither the name of the Hiroshima University nor the names of
+          its contributors may be used to endorse or promote products
+          derived from this software without specific prior written
+          permission.
+
+    THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+    "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+    LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+    A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+    OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+    SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+    LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+    DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+    THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+    (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+    OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+  13. Some of the cuRAND library routines were derived from
+    code developed by D. E. Shaw Research and are subject to
+    the following license:
+
+    Copyright 2010-2011, D. E. Shaw Research.
+
+    All rights reserved.
+
+    Redistribution and use in source and binary forms, with or without
+    modification, are permitted provided that the following conditions are
+    met:
+        * Redistributions of source code must retain the above copyright
+          notice, this list of conditions, and the following disclaimer.
+        * Redistributions in binary form must reproduce the above
+          copyright notice, this list of conditions, and the following
+          disclaimer in the documentation and/or other materials provided
+          with the distribution.
+        * Neither the name of D. E. Shaw Research nor the names of its
+          contributors may be used to endorse or promote products derived
+          from this software without specific prior written permission.
+
+    THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+    "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+    LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+    A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+    OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+    SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+    LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+    DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+    THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+    (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+    OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+  14. Some of the Math library routines were written by or
+    derived from code developed by Norbert Juffa and are
+    subject to the following license:
+
+    Copyright (c) 2015-2017, Norbert Juffa
+    All rights reserved.
+
+    Redistribution and use in source and binary forms, with or without
+    modification, are permitted provided that the following conditions
+    are met:
+
+    1. Redistributions of source code must retain the above copyright
+       notice, this list of conditions and the following disclaimer.
+
+    2. Redistributions in binary form must reproduce the above copyright
+       notice, this list of conditions and the following disclaimer in the
+       documentation and/or other materials provided with the distribution.
+
+    THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+    "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+    LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+    A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+    HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+    SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+    LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+    DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+    THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+    (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+    OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+  15. Licensee's use of the lz4 third party component is
+    subject to the following terms and conditions:
+
+    Copyright (C) 2011-2013, Yann Collet.
+    BSD 2-Clause License (http://www.opensource.org/licenses/bsd-license.php)
+
+    Redistribution and use in source and binary forms, with or without
+    modification, are permitted provided that the following conditions are
+    met:
+
+        * Redistributions of source code must retain the above copyright
+    notice, this list of conditions and the following disclaimer.
+        * Redistributions in binary form must reproduce the above
+    copyright notice, this list of conditions and the following disclaimer
+    in the documentation and/or other materials provided with the
+    distribution.
+
+    THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+    "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+    LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+    A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+    OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+    SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+    LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
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+    THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+    (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+    OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+  16. The NPP library uses code from the Boost Math Toolkit,
+    and is subject to the following license:
+
+    Boost Software License - Version 1.0 - August 17th, 2003
+    . . . .
+
+    Permission is hereby granted, free of charge, to any person or
+    organization obtaining a copy of the software and accompanying
+    documentation covered by this license (the "Software") to use,
+    reproduce, display, distribute, execute, and transmit the Software,
+    and to prepare derivative works of the Software, and to permit
+    third-parties to whom the Software is furnished to do so, all
+    subject to the following:
+
+    The copyright notices in the Software and this entire statement,
+    including the above license grant, this restriction and the following
+    disclaimer, must be included in all copies of the Software, in whole
+    or in part, and all derivative works of the Software, unless such
+    copies or derivative works are solely in the form of machine-executable
+    object code generated by a source language processor.
+
+    THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+    EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
+    MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, TITLE AND
+    NON-INFRINGEMENT. IN NO EVENT SHALL THE COPYRIGHT HOLDERS OR
+    ANYONE DISTRIBUTING THE SOFTWARE BE LIABLE FOR ANY DAMAGES OR
+    OTHER LIABILITY, WHETHER IN CONTRACT, TORT OR OTHERWISE, ARISING
+    FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR
+    OTHER DEALINGS IN THE SOFTWARE.
+
+  17. Portions of the Nsight Eclipse Edition is subject to the
+    following license:
+
+    The Eclipse Foundation makes available all content in this plug-in
+    ("Content"). Unless otherwise indicated below, the Content is provided
+    to you under the terms and conditions of the Eclipse Public License
+    Version 1.0 ("EPL"). A copy of the EPL is available at http://
+    www.eclipse.org/legal/epl-v10.html. For purposes of the EPL, "Program"
+    will mean the Content.
+
+    If you did not receive this Content directly from the Eclipse
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+
+  18. Some of the cuBLAS library routines uses code from
+    OpenAI, which is subject to the following license:
+
+    License URL
+    https://github.com/openai/openai-gemm/blob/master/LICENSE
+
+    License Text
+    The MIT License
+
+    Copyright (c) 2016 OpenAI (http://openai.com), 2016 Google Inc.
+
+    Permission is hereby granted, free of charge, to any person obtaining a copy
+    of this software and associated documentation files (the "Software"), to deal
+    in the Software without restriction, including without limitation the rights
+    to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+    copies of the Software, and to permit persons to whom the Software is
+    furnished to do so, subject to the following conditions:
+
+    The above copyright notice and this permission notice shall be included in
+    all copies or substantial portions of the Software.
+
+    THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+    IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+    FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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+    LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+    OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+    THE SOFTWARE.
+
+  19. Licensee's use of the Visual Studio Setup Configuration
+    Samples is subject to the following license:
+
+    The MIT License (MIT)
+    Copyright (C) Microsoft Corporation. All rights reserved.
+
+    Permission is hereby granted, free of charge, to any person
+    obtaining a copy of this software and associated documentation
+    files (the "Software"), to deal in the Software without restriction,
+    including without limitation the rights to use, copy, modify, merge,
+    publish, distribute, sublicense, and/or sell copies of the Software,
+    and to permit persons to whom the Software is furnished to do so,
+    subject to the following conditions:
+
+    The above copyright notice and this permission notice shall be included
+    in all copies or substantial portions of the Software.
+
+    THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS
+    OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+    FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+    AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+    LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+    OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+  20. Licensee's use of linmath.h header for CPU functions for
+    GL vector/matrix operations from lunarG is subject to the
+    Apache License Version 2.0.
+
+  21. The DX12-CUDA sample uses the d3dx12.h header, which is
+    subject to the MIT license .
+
+-----------------

env-llmeval/lib/python3.10/site-packages/nvidia_cusolver_cu12-11.4.5.107.dist-info/METADATA

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+Home-page: https://developer.nvidia.com/cuda-zone
+Author: Nvidia CUDA Installer Team
+Author-email: [email protected]
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+License-File: License.txt
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