| 1 | n/a | # |
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| 2 | n/a | # Module which deals with pickling of objects. |
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| 3 | n/a | # |
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| 4 | n/a | # multiprocessing/reduction.py |
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| 5 | n/a | # |
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| 6 | n/a | # Copyright (c) 2006-2008, R Oudkerk |
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| 7 | n/a | # Licensed to PSF under a Contributor Agreement. |
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| 8 | n/a | # |
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| 9 | n/a | |
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| 10 | n/a | from abc import ABCMeta, abstractmethod |
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| 11 | n/a | import copyreg |
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| 12 | n/a | import functools |
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| 13 | n/a | import io |
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| 14 | n/a | import os |
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| 15 | n/a | import pickle |
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| 16 | n/a | import socket |
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| 17 | n/a | import sys |
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| 18 | n/a | |
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| 19 | n/a | from . import context |
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| 20 | n/a | |
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| 21 | n/a | __all__ = ['send_handle', 'recv_handle', 'ForkingPickler', 'register', 'dump'] |
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| 22 | n/a | |
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| 23 | n/a | |
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| 24 | n/a | HAVE_SEND_HANDLE = (sys.platform == 'win32' or |
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| 25 | n/a | (hasattr(socket, 'CMSG_LEN') and |
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| 26 | n/a | hasattr(socket, 'SCM_RIGHTS') and |
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| 27 | n/a | hasattr(socket.socket, 'sendmsg'))) |
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| 28 | n/a | |
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| 29 | n/a | # |
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| 30 | n/a | # Pickler subclass |
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| 31 | n/a | # |
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| 32 | n/a | |
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| 33 | n/a | class ForkingPickler(pickle.Pickler): |
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| 34 | n/a | '''Pickler subclass used by multiprocessing.''' |
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| 35 | n/a | _extra_reducers = {} |
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| 36 | n/a | _copyreg_dispatch_table = copyreg.dispatch_table |
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| 37 | n/a | |
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| 38 | n/a | def __init__(self, *args): |
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| 39 | n/a | super().__init__(*args) |
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| 40 | n/a | self.dispatch_table = self._copyreg_dispatch_table.copy() |
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| 41 | n/a | self.dispatch_table.update(self._extra_reducers) |
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| 42 | n/a | |
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| 43 | n/a | @classmethod |
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| 44 | n/a | def register(cls, type, reduce): |
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| 45 | n/a | '''Register a reduce function for a type.''' |
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| 46 | n/a | cls._extra_reducers[type] = reduce |
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| 47 | n/a | |
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| 48 | n/a | @classmethod |
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| 49 | n/a | def dumps(cls, obj, protocol=None): |
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| 50 | n/a | buf = io.BytesIO() |
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| 51 | n/a | cls(buf, protocol).dump(obj) |
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| 52 | n/a | return buf.getbuffer() |
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| 53 | n/a | |
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| 54 | n/a | loads = pickle.loads |
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| 55 | n/a | |
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| 56 | n/a | register = ForkingPickler.register |
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| 57 | n/a | |
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| 58 | n/a | def dump(obj, file, protocol=None): |
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| 59 | n/a | '''Replacement for pickle.dump() using ForkingPickler.''' |
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| 60 | n/a | ForkingPickler(file, protocol).dump(obj) |
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| 61 | n/a | |
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| 62 | n/a | # |
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| 63 | n/a | # Platform specific definitions |
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| 64 | n/a | # |
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| 65 | n/a | |
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| 66 | n/a | if sys.platform == 'win32': |
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| 67 | n/a | # Windows |
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| 68 | n/a | __all__ += ['DupHandle', 'duplicate', 'steal_handle'] |
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| 69 | n/a | import _winapi |
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| 70 | n/a | |
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| 71 | n/a | def duplicate(handle, target_process=None, inheritable=False): |
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| 72 | n/a | '''Duplicate a handle. (target_process is a handle not a pid!)''' |
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| 73 | n/a | if target_process is None: |
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| 74 | n/a | target_process = _winapi.GetCurrentProcess() |
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| 75 | n/a | return _winapi.DuplicateHandle( |
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| 76 | n/a | _winapi.GetCurrentProcess(), handle, target_process, |
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| 77 | n/a | 0, inheritable, _winapi.DUPLICATE_SAME_ACCESS) |
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| 78 | n/a | |
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| 79 | n/a | def steal_handle(source_pid, handle): |
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| 80 | n/a | '''Steal a handle from process identified by source_pid.''' |
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| 81 | n/a | source_process_handle = _winapi.OpenProcess( |
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| 82 | n/a | _winapi.PROCESS_DUP_HANDLE, False, source_pid) |
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| 83 | n/a | try: |
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| 84 | n/a | return _winapi.DuplicateHandle( |
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| 85 | n/a | source_process_handle, handle, |
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| 86 | n/a | _winapi.GetCurrentProcess(), 0, False, |
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| 87 | n/a | _winapi.DUPLICATE_SAME_ACCESS | _winapi.DUPLICATE_CLOSE_SOURCE) |
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| 88 | n/a | finally: |
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| 89 | n/a | _winapi.CloseHandle(source_process_handle) |
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| 90 | n/a | |
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| 91 | n/a | def send_handle(conn, handle, destination_pid): |
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| 92 | n/a | '''Send a handle over a local connection.''' |
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| 93 | n/a | dh = DupHandle(handle, _winapi.DUPLICATE_SAME_ACCESS, destination_pid) |
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| 94 | n/a | conn.send(dh) |
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| 95 | n/a | |
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| 96 | n/a | def recv_handle(conn): |
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| 97 | n/a | '''Receive a handle over a local connection.''' |
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| 98 | n/a | return conn.recv().detach() |
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| 99 | n/a | |
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| 100 | n/a | class DupHandle(object): |
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| 101 | n/a | '''Picklable wrapper for a handle.''' |
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| 102 | n/a | def __init__(self, handle, access, pid=None): |
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| 103 | n/a | if pid is None: |
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| 104 | n/a | # We just duplicate the handle in the current process and |
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| 105 | n/a | # let the receiving process steal the handle. |
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| 106 | n/a | pid = os.getpid() |
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| 107 | n/a | proc = _winapi.OpenProcess(_winapi.PROCESS_DUP_HANDLE, False, pid) |
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| 108 | n/a | try: |
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| 109 | n/a | self._handle = _winapi.DuplicateHandle( |
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| 110 | n/a | _winapi.GetCurrentProcess(), |
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| 111 | n/a | handle, proc, access, False, 0) |
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| 112 | n/a | finally: |
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| 113 | n/a | _winapi.CloseHandle(proc) |
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| 114 | n/a | self._access = access |
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| 115 | n/a | self._pid = pid |
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| 116 | n/a | |
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| 117 | n/a | def detach(self): |
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| 118 | n/a | '''Get the handle. This should only be called once.''' |
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| 119 | n/a | # retrieve handle from process which currently owns it |
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| 120 | n/a | if self._pid == os.getpid(): |
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| 121 | n/a | # The handle has already been duplicated for this process. |
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| 122 | n/a | return self._handle |
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| 123 | n/a | # We must steal the handle from the process whose pid is self._pid. |
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| 124 | n/a | proc = _winapi.OpenProcess(_winapi.PROCESS_DUP_HANDLE, False, |
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| 125 | n/a | self._pid) |
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| 126 | n/a | try: |
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| 127 | n/a | return _winapi.DuplicateHandle( |
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| 128 | n/a | proc, self._handle, _winapi.GetCurrentProcess(), |
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| 129 | n/a | self._access, False, _winapi.DUPLICATE_CLOSE_SOURCE) |
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| 130 | n/a | finally: |
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| 131 | n/a | _winapi.CloseHandle(proc) |
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| 132 | n/a | |
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| 133 | n/a | else: |
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| 134 | n/a | # Unix |
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| 135 | n/a | __all__ += ['DupFd', 'sendfds', 'recvfds'] |
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| 136 | n/a | import array |
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| 137 | n/a | |
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| 138 | n/a | # On MacOSX we should acknowledge receipt of fds -- see Issue14669 |
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| 139 | n/a | ACKNOWLEDGE = sys.platform == 'darwin' |
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| 140 | n/a | |
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| 141 | n/a | def sendfds(sock, fds): |
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| 142 | n/a | '''Send an array of fds over an AF_UNIX socket.''' |
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| 143 | n/a | fds = array.array('i', fds) |
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| 144 | n/a | msg = bytes([len(fds) % 256]) |
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| 145 | n/a | sock.sendmsg([msg], [(socket.SOL_SOCKET, socket.SCM_RIGHTS, fds)]) |
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| 146 | n/a | if ACKNOWLEDGE and sock.recv(1) != b'A': |
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| 147 | n/a | raise RuntimeError('did not receive acknowledgement of fd') |
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| 148 | n/a | |
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| 149 | n/a | def recvfds(sock, size): |
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| 150 | n/a | '''Receive an array of fds over an AF_UNIX socket.''' |
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| 151 | n/a | a = array.array('i') |
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| 152 | n/a | bytes_size = a.itemsize * size |
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| 153 | n/a | msg, ancdata, flags, addr = sock.recvmsg(1, socket.CMSG_LEN(bytes_size)) |
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| 154 | n/a | if not msg and not ancdata: |
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| 155 | n/a | raise EOFError |
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| 156 | n/a | try: |
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| 157 | n/a | if ACKNOWLEDGE: |
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| 158 | n/a | sock.send(b'A') |
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| 159 | n/a | if len(ancdata) != 1: |
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| 160 | n/a | raise RuntimeError('received %d items of ancdata' % |
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| 161 | n/a | len(ancdata)) |
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| 162 | n/a | cmsg_level, cmsg_type, cmsg_data = ancdata[0] |
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| 163 | n/a | if (cmsg_level == socket.SOL_SOCKET and |
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| 164 | n/a | cmsg_type == socket.SCM_RIGHTS): |
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| 165 | n/a | if len(cmsg_data) % a.itemsize != 0: |
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| 166 | n/a | raise ValueError |
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| 167 | n/a | a.frombytes(cmsg_data) |
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| 168 | n/a | assert len(a) % 256 == msg[0] |
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| 169 | n/a | return list(a) |
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| 170 | n/a | except (ValueError, IndexError): |
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| 171 | n/a | pass |
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| 172 | n/a | raise RuntimeError('Invalid data received') |
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| 173 | n/a | |
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| 174 | n/a | def send_handle(conn, handle, destination_pid): |
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| 175 | n/a | '''Send a handle over a local connection.''' |
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| 176 | n/a | with socket.fromfd(conn.fileno(), socket.AF_UNIX, socket.SOCK_STREAM) as s: |
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| 177 | n/a | sendfds(s, [handle]) |
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| 178 | n/a | |
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| 179 | n/a | def recv_handle(conn): |
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| 180 | n/a | '''Receive a handle over a local connection.''' |
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| 181 | n/a | with socket.fromfd(conn.fileno(), socket.AF_UNIX, socket.SOCK_STREAM) as s: |
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| 182 | n/a | return recvfds(s, 1)[0] |
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| 183 | n/a | |
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| 184 | n/a | def DupFd(fd): |
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| 185 | n/a | '''Return a wrapper for an fd.''' |
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| 186 | n/a | popen_obj = context.get_spawning_popen() |
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| 187 | n/a | if popen_obj is not None: |
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| 188 | n/a | return popen_obj.DupFd(popen_obj.duplicate_for_child(fd)) |
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| 189 | n/a | elif HAVE_SEND_HANDLE: |
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| 190 | n/a | from . import resource_sharer |
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| 191 | n/a | return resource_sharer.DupFd(fd) |
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| 192 | n/a | else: |
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| 193 | n/a | raise ValueError('SCM_RIGHTS appears not to be available') |
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| 194 | n/a | |
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| 195 | n/a | # |
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| 196 | n/a | # Try making some callable types picklable |
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| 197 | n/a | # |
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| 198 | n/a | |
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| 199 | n/a | def _reduce_method(m): |
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| 200 | n/a | if m.__self__ is None: |
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| 201 | n/a | return getattr, (m.__class__, m.__func__.__name__) |
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| 202 | n/a | else: |
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| 203 | n/a | return getattr, (m.__self__, m.__func__.__name__) |
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| 204 | n/a | class _C: |
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| 205 | n/a | def f(self): |
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| 206 | n/a | pass |
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| 207 | n/a | register(type(_C().f), _reduce_method) |
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| 208 | n/a | |
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| 209 | n/a | |
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| 210 | n/a | def _reduce_method_descriptor(m): |
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| 211 | n/a | return getattr, (m.__objclass__, m.__name__) |
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| 212 | n/a | register(type(list.append), _reduce_method_descriptor) |
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| 213 | n/a | register(type(int.__add__), _reduce_method_descriptor) |
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| 214 | n/a | |
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| 215 | n/a | |
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| 216 | n/a | def _reduce_partial(p): |
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| 217 | n/a | return _rebuild_partial, (p.func, p.args, p.keywords or {}) |
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| 218 | n/a | def _rebuild_partial(func, args, keywords): |
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| 219 | n/a | return functools.partial(func, *args, **keywords) |
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| 220 | n/a | register(functools.partial, _reduce_partial) |
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| 221 | n/a | |
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| 222 | n/a | # |
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| 223 | n/a | # Make sockets picklable |
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| 224 | n/a | # |
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| 225 | n/a | |
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| 226 | n/a | if sys.platform == 'win32': |
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| 227 | n/a | def _reduce_socket(s): |
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| 228 | n/a | from .resource_sharer import DupSocket |
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| 229 | n/a | return _rebuild_socket, (DupSocket(s),) |
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| 230 | n/a | def _rebuild_socket(ds): |
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| 231 | n/a | return ds.detach() |
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| 232 | n/a | register(socket.socket, _reduce_socket) |
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| 233 | n/a | |
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| 234 | n/a | else: |
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| 235 | n/a | def _reduce_socket(s): |
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| 236 | n/a | df = DupFd(s.fileno()) |
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| 237 | n/a | return _rebuild_socket, (df, s.family, s.type, s.proto) |
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| 238 | n/a | def _rebuild_socket(df, family, type, proto): |
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| 239 | n/a | fd = df.detach() |
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| 240 | n/a | return socket.socket(family, type, proto, fileno=fd) |
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| 241 | n/a | register(socket.socket, _reduce_socket) |
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| 242 | n/a | |
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| 243 | n/a | |
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| 244 | n/a | class AbstractReducer(metaclass=ABCMeta): |
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| 245 | n/a | '''Abstract base class for use in implementing a Reduction class |
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| 246 | n/a | suitable for use in replacing the standard reduction mechanism |
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| 247 | n/a | used in multiprocessing.''' |
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| 248 | n/a | ForkingPickler = ForkingPickler |
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| 249 | n/a | register = register |
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| 250 | n/a | dump = dump |
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| 251 | n/a | send_handle = send_handle |
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| 252 | n/a | recv_handle = recv_handle |
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| 253 | n/a | |
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| 254 | n/a | if sys.platform == 'win32': |
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| 255 | n/a | steal_handle = steal_handle |
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| 256 | n/a | duplicate = duplicate |
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| 257 | n/a | DupHandle = DupHandle |
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| 258 | n/a | else: |
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| 259 | n/a | sendfds = sendfds |
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| 260 | n/a | recvfds = recvfds |
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| 261 | n/a | DupFd = DupFd |
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| 262 | n/a | |
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| 263 | n/a | _reduce_method = _reduce_method |
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| 264 | n/a | _reduce_method_descriptor = _reduce_method_descriptor |
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| 265 | n/a | _rebuild_partial = _rebuild_partial |
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| 266 | n/a | _reduce_socket = _reduce_socket |
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| 267 | n/a | _rebuild_socket = _rebuild_socket |
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| 268 | n/a | |
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| 269 | n/a | def __init__(self, *args): |
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| 270 | n/a | register(type(_C().f), _reduce_method) |
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| 271 | n/a | register(type(list.append), _reduce_method_descriptor) |
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| 272 | n/a | register(type(int.__add__), _reduce_method_descriptor) |
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| 273 | n/a | register(functools.partial, _reduce_partial) |
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| 274 | n/a | register(socket.socket, _reduce_socket) |
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