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_run_code(code, main_globals, None,\n","exec(code, run_globals)\n","main()\n","return self.main(*args, **kwargs)\n","rv = self.invoke(ctx)\n","return ctx.invoke(self.callback, **ctx.params)\n","return __callback(*args, **kwargs)\n","asyncio.get_event_loop().run_until_complete(run())\n","self.run_forever()\n","self._run_once()\n","handle._run()\n","self._context.run(self._callback, *self._args)\n","await self.comm_handler(comm)\n","msg = await comm.read()\n","return frames_nbytes_total\n","return future\n","super()._handle_write()\n","future_set_result_unless_cancelled(future, None)\n","return self.socket.send(data) # type: ignore\n","return self._sslobj.write(data)\n","return _to_frames()\n","return list(protocol.dumps(msg, **kwargs))\n","frames[0] = msgpack.dumps(msg, default=_encode_default, use_bin_type=True)\n","return Packer(**kwargs).pack(o)\n","return {\"__Serialized__\": offset}\n","def packb(o, **kwargs):\n","frames_nbytes = [nbytes(f) for f in frames]\n","return frame.nbytes\n","return struct.pack(f\"Q{nframes}Q\", nframes, *nbytes_frames)\n","return len(frame)\n","if self._buffers:\n","frames_nbytes = await stream.read_bytes(fmt_size)\n","self._try_inline_read()\n","pos = self._read_to_buffer_loop()\n","if self._read_to_buffer() == 0:\n","bytes_read = self.read_from_fd(buf)\n","return self.socket.recv_into(buf, len(buf))\n","return self.read(nbytes, buffer)\n","return self._sslobj.read(len, buffer)\n","await self.handle_stream(comm=comm, extra={\"client\": client})\n","handler(**merge(extra, msg))\n","return self.update_graph(\n","computation = Computation()\n","self._id = uuid.uuid4()\n","return UUID(bytes=os.urandom(16), version=4)\n","parent._transitions(recommendations, client_msgs, worker_msgs)\n","new = self._transition(key, finish)\n","a: tuple = func(key, *args, **kwargs)\n","for dts in ts._dependencies:\n","def _gc_callback(self, phase, info):\n","ts._waiters = {dts for dts in ts._dependents if dts._state == \"waiting\"}\n","def _gc_callback(self, phase, info):\n","ws: WorkerState = self.decide_worker(ts)\n","ws = min(\n","for key in self._mapping:\n","logger.warning(\n","def _gc_callback(self, phase, info):\n","def _gc_callback(self, phase, info):\n","","return sum(self._states.values())\n","rss = self._proc.memory_info().rss\n","self._tasks[key] = ts\n","frames_nbytes = await stream.read_bytes(fmt_size)\n","self._try_inline_read()\n","pos = self._read_to_buffer_loop()\n","if self._read_to_buffer() == 0:\n","bytes_read = self.read_from_fd(buf)\n","return self.socket.recv_into(buf, len(buf))\n","return self.read(nbytes, buffer)\n","return self._sslobj.read(len, buffer)\n","res = _from_frames()\n","return protocol.loads(\n","return msgpack.loads(\n","return msgpack_decode_default(obj)\n","return set(obj[\"as-list\"])\n","logger.warning(\n","def _gc_callback(self, phase, info):\n","ret = callback()\n","return self.callback()\n","disk_ioc = psutil.disk_io_counters()\n","return nt(*[sum(x) for x in zip(*rawdict.values())])\n","return retdict\n","return os.access(path, os.F_OK)\n","lines = f.readlines()\n","return open(fname, \"rt\", **kwargs)\n","os.stat(path)\n","return self._proc.num_fds()\n","return fun(self, *args, **kwargs)\n","return len(os.listdir(\"%s/%s/fd\" % (self._procfs_path, self.pid)))\n","pt2 = self._proc.cpu_times()\n","return fun(self, *args, **kwargs)\n","values = self._parse_stat_file()\n","return fun(self, *args, **kwargs)\n","ret = self._cache[fun] = fun(self)\n","with open_binary(\"%s/%s/stat\" % (self._procfs_path, self.pid)) as f:\n","return open(fname, \"rb\", **kwargs)\n","if self.proc.cpu_percent() < 50:\n","pt2 = self._proc.cpu_times()\n","return fun(self, *args, **kwargs)\n","values = self._parse_stat_file()\n","return fun(self, *args, **kwargs)\n","return fun(self)\n","return ret\n","return open(fname, \"rb\", **kwargs)\n","est = state.set_duration_estimate(ts, ws)\n","duration: double = self.get_task_duration(ts)\n","s: set = self._unknown_durations.get(ts._prefix._name)\n","return self._hash\n","deps: set = ts._dependencies.difference(ws._has_what)\n","handler_func(fileobj, events)\n","raise\n","super()._handle_read()\n","self._read_from_buffer(pos)\n","return self._find_read_pos()\n","return 0\n","return None\n","return self.read(nbytes, buffer)\n","raise\n","super()._handle_write()\n","num_bytes = self.write_to_fd(self._write_buffer.peek(size))\n","return self.socket.send(data) # type: ignore\n","return self._sslobj.write(data)\n","","return self.protocol.write_message(message, binary=binary)\n","return asyncio.ensure_future(wrapper())\n","return self.stream.write(frame)\n","return future\n","super()._handle_write()\n","future_set_result_unless_cancelled(future, None)\n","return self.socket.send(data) # type: ignore\n","return self._sslobj.write(data)\n","await self.handle_worker(comm=comm, worker=address)\n","await self.handle_stream(comm=comm, extra={\"worker\": worker})\n","handler(**merge(extra, msg))\n","parent._transitions(recommendations, client_msgs, worker_msgs)\n","new = self._transition(key, finish)\n","a: tuple = func(key, *args, **kwargs)\n","ws: WorkerState = self.decide_worker(ts)\n","if not self._workers_dv:\n","def _gc_callback(self, phase, info):\n","self.put_key_in_stealable(ts)\n","self.key_stealable[ts] = (worker, level)\n","return cost_multiplier, level\n","","return key_split(x)\n","r: tuple = parent._transition(key, \"memory\", worker=worker, **kwargs)\n","a: tuple = func(key, *args, **kwargs)\n","diff: double = new - old\n","frames_nbytes = await stream.read_bytes(fmt_size)\n","self._try_inline_read()\n","pos = self._read_to_buffer_loop()\n","if self._read_to_buffer() == 0:\n","bytes_read = self.read_from_fd(buf)\n","return self.socket.recv_into(buf, len(buf))\n","return self.read(nbytes, buffer)\n","return self._sslobj.read(len, buffer)\n","frames = await to_frames(\n","return _to_frames()\n","return list(protocol.dumps(msg, **kwargs))\n","return frames\n","return Packer(**kwargs).pack(o)\n","self._handle_write()\n","super()._handle_write()\n","num_bytes = self.write_to_fd(self._write_buffer.peek(size))\n","return self.socket.send(data) # type: ignore\n","return self._sslobj.write(data)\n","lambda f: self._run_callback(functools.partial(callback, future))\n","ret = callback()\n","self.ctx_run(self.run)\n","return\n","logger.warning(\n","self.io_loop.add_future(self.future, inner)\n","def _gc_callback(self, phase, info):\n","ts: TaskState = parent._tasks.get(key)\n","who_has[key] = [ws._address for ws in ts._who_has]\n","def _gc_callback(self, phase, info):\n","who_has = {k: set(v) for k, v in who_has.items()}\n","who_has = {k: set(v) for k, v in who_has.items()}\n","def _gc_callback(self, phase, info):\n","i = self._randbelow(len(seq))\n","return r\n","return await retry_operation(_get_data, operation=\"get_data_from_worker\")\n","return await retry(\n","return await coro()\n","response = await send_recv(\n","response = await comm.read(deserializers=deserializers)\n","return frames_nbytes_total\n","return future\n","super()._handle_write()\n","future_set_result_unless_cancelled(future, None)\n","return self.socket.send(data) # type: ignore\n","return self._sslobj.write(data)\n","n = await stream.read_into(chunk)\n","self._try_inline_read()\n","pos = self._read_to_buffer_loop()\n","if self._read_to_buffer() == 0:\n","bytes_read = self.read_from_fd(buf)\n","return self.socket.recv_into(buf, len(buf))\n","return self.read(nbytes, buffer)\n","return self._sslobj.read(len, buffer)\n","frames.append(b[start:end])\n","rss = self._proc.memory_info().rss\n","return fun(self)\n","return self._proc.memory_info()\n","return fun(self, *args, **kwargs)\n","with open_binary(\"%s/%s/statm\" % (self._procfs_path, self.pid)) as f:\n","return open(fname, \"rb\", **kwargs)\n","res = _from_frames()\n","return protocol.loads(\n","return msgpack.loads(\n","sub_header = msgpack.loads(\n","if \"__Serialized__\" in obj:\n","def 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= _main(fd, parent_sentinel)\n","return self._bootstrap(parent_sentinel)\n","self.run()\n","self._target(*self._args, **self._kwargs)\n","target(*args, **kwargs)\n","worker = Worker(**worker_kwargs)\n","Worker._instances.add(self)\n","self.__stopped = False\n","return log\n","self._started.wait()\n","return signaled\n","return gotit\n","self.start()\n","self.asyncio_loop.run_forever()\n","self._run_once()\n","handle._run()\n","self._context.run(self._callback, *self._args)\n","response = await get_data_from_worker(\n","return await retry_operation(_get_data, operation=\"get_data_from_worker\")\n","return await retry(\n","return await coro()\n","await comm.write(\"OK\")\n","stream.write(b\"\")\n","self._handle_write()\n","super()._handle_write()\n","num_bytes = self.write_to_fd(self._write_buffer.peek(size))\n","return self.socket.send(data) # type: ignore\n","return self._sslobj.write(data)\n","data = self._ssock.recv(4096)\n","stream.write(b\"\")\n","self._handle_write()\n","super()._handle_write()\n","num_bytes = self.write_to_fd(self._write_buffer.peek(size))\n","return self.socket.send(data) # type: ignore\n","return self._sslobj.write(data)\n","await self.handle_stream(\n","msgs = await comm.read()\n","frames_nbytes = await stream.read_bytes(fmt_size)\n","self._try_inline_read()\n","pos = self._read_to_buffer_loop()\n","if self._read_to_buffer() == 0:\n","bytes_read = self.read_from_fd(buf)\n","return self.socket.recv_into(buf, len(buf))\n","return self.read(nbytes, buffer)\n","return self._sslobj.read(len, buffer)\n","def _gc_callback(self, phase, info):\n","def _gc_callback(self, phase, info):\n","res = _from_frames()\n","return protocol.loads(\n","return msgpack.loads(\n","return msgpack_decode_default(obj)\n","return obj\n","self.tasks[key] = ts = TaskState(\n","self.dependencies = set()\n","def _gc_callback(self, phase, info):\n","","def _gc_callback(self, phase, info):\n","self._notify_plugins(\"transition\", ts.key, start, state or finish, **kwargs)\n","for name, plugin in self.plugins.items():\n","def _gc_callback(self, phase, info):\n","frames_nbytes = await stream.read_bytes(fmt_size)\n","self._try_inline_read()\n","pos = self._read_to_buffer_loop()\n","if self._read_to_buffer() == 0:\n","bytes_read = self.read_from_fd(buf)\n","return self.socket.recv_into(buf, len(buf))\n","return self.read(nbytes, buffer)\n","return self._sslobj.read(len, buffer)\n","handler_func(fileobj, events)\n","self._handle_read()\n","super()._handle_read()\n","pos = self._read_to_buffer_loop()\n","if self._read_to_buffer() == 0:\n","bytes_read = self.read_from_fd(buf)\n","return self.socket.recv_into(buf, len(buf))\n","return self.read(nbytes, buffer)\n","return self._sslobj.read(len, buffer)\n","self.socket.do_handshake()\n","self._sslobj.do_handshake()\n","super()._handle_write()\n","num_bytes = self.write_to_fd(self._write_buffer.peek(size))\n","return self.socket.send(data) # type: ignore\n","return self._sslobj.write(data)\n","ret = callback()\n","return self.callback()\n","num_fds = self.proc.num_fds()\n","return self._proc.num_fds()\n","return fun(self, *args, **kwargs)\n","return len(os.listdir(\"%s/%s/fd\" % (self._procfs_path, self.pid)))\n","rawdict = _psplatform.disk_io_counters(**kwargs)\n","if not perdisk and not is_storage_device(name):\n","return os.access(path, os.F_OK)\n","lines = f.readlines()\n","return open(fname, \"rt\", **kwargs)\n","os.stat(path)\n","pt2 = self._proc.cpu_times()\n","return fun(self, *args, **kwargs)\n","values = self._parse_stat_file()\n","return fun(self, *args, **kwargs)\n","ret = self._cache[fun] = fun(self)\n","with open_binary(\"%s/%s/stat\" % (self._procfs_path, self.pid)) as f:\n","return open(fname, \"rb\", **kwargs)\n","ret = self._cache[fun] = fun(self)\n","return self._proc.memory_info()\n","return fun(self, *args, **kwargs)\n","with open_binary(\"%s/%s/statm\" % (self._procfs_path, self.pid)) as f:\n","return open(fname, \"rb\", **kwargs)\n","rawdict = _psplatform.net_io_counters()\n","lines = f.readlines()\n","return open(fname, \"rt\", **kwargs)\n","def _gc_callback(self, phase, info):\n","return dispatch(args[0].__class__)(*args, **kw)\n","return _wrap_awaitable(yielded) # type: ignore\n","return task\n","return task\n","return handle\n","return handle\n","logger.warning(\n","logger.warning(\n","lambda f: self._run_callback(functools.partial(callback, future))\n","def _gc_callback(self, phase, info):\n","result = await self.loop.run_in_executor(\n","return self.asyncio_loop.run_in_executor(executor, func, *args)\n","executor.submit(func, *args), loop=self)\n","self._work_queue.put(w)\n","self.not_empty.notify()\n","pass\n","logger.warning(\n","t.start()\n","self._started.wait()\n","signaled = self._cond.wait(timeout)\n","waiter.acquire()\n","_chain_future(future, new_future)\n","source.add_done_callback(_call_set_state)\n","if self._state not in [CANCELLED, CANCELLED_AND_NOTIFIED, FINISHED]:\n","return\n","return fun(self)\n","return self._proc.memory_info()\n","return fun(self, *args, **kwargs)\n","return pmem(rss, vms, shared, text, lib, data, dirty)\n","return open(fname, \"rb\", **kwargs)\n","args2 = pack_data(args, data, key_types=(bytes, str))\n","return typ([pack_data(x, d, key_types=key_types) for x in o])\n","return typ([pack_data(x, d, key_types=key_types) for x in o])\n","logger.warning(\n","memory = proc.memory_info().rss\n","return fun(self)\n","return self._proc.memory_info()\n","return fun(self, *args, **kwargs)\n","return pmem(rss, vms, shared, text, lib, data, dirty)\n","return open(fname, \"rb\", **kwargs)\n","response = await retry_operation(\n","return await retry(\n","return await coro()\n","result = await send_recv(comm=comm, op=key, **kwargs)\n","response = await comm.read(deserializers=deserializers)\n","frames_nbytes = await stream.read_bytes(fmt_size)\n","self._try_inline_read()\n","pos = self._read_to_buffer_loop()\n","if self._read_to_buffer() == 0:\n","bytes_read = self.read_from_fd(buf)\n","return self.socket.recv_into(buf, len(buf))\n","return self.read(nbytes, buffer)\n","return self._sslobj.read(len, buffer)\n","stream.write(b\"\")\n","self._handle_write()\n","super()._handle_write()\n","num_bytes = self.write_to_fd(self._write_buffer.peek(size))\n","return self.socket.send(data) # type: ignore\n","return self._sslobj.write(data)\n","msg_size = sizeof(msg)\n","return meth(arg, *args, **kwargs)\n","return (\n","return meth(arg, *args, **kwargs)\n","return getsizeof(seq) + sum(map(sizeof, seq))\n","return meth(arg, *args, **kwargs)\n","return (\n","return meth(arg, *args, **kwargs)\n","return getsizeof(seq) + int(num_items / num_samples * sum(map(sizeof, samples)))\n","return meth(arg, *args, **kwargs)\n","return (\n","logger.warning(\n","return fun(self)\n","return self._proc.memory_info()\n","return fun(self, *args, **kwargs)\n","return pmem(rss, vms, shared, text, lib, data, dirty)\n","return open(fname, \"rb\", **kwargs)\n","def _gc_callback(self, phase, info):\n","data = {k: self.data[k] for k in keys if k in self.data}\n","data = {k: self.data[k] for k in keys if k in self.data}\n","return self.fast[key]\n","return result\n","self._decrease_key(len(self.heap)-1)\n","return value\n","self.popitem()\n","self._min_heapify(0)\n","if l < n and h[l][0] < h[i][0]:\n","h = self.heap\n","h[i][2] = i\n","return self.d[key][0]\n","if self.heap[parent][0] < self.heap[i][0]:\n","return key in self.fast or key in self.slow\n","return key in self.d\n","msg = {\"status\": \"OK\", \"data\": {k: to_serialize(v) for k, v in data.items()}}\n","self.data = data\n","return\n","nbytes = {k: self.tasks[k].nbytes for k in data if k in self.tasks}\n","frames = await to_frames(\n","return _to_frames()\n","return list(protocol.dumps(msg, **kwargs))\n","frames[0] = msgpack.dumps(msg, default=_encode_default, use_bin_type=True)\n","return Packer(**kwargs).pack(o)\n","return {\"__Serialized__\": offset}\n","return header, out_frames\n","return serialize(\n","return header, frames\n","dumps = dask_serialize.dispatch(type(x))\n","for cls2 in inspect.getmro(cls)[1:]:\n","return cls.__mro__\n","def _gc_callback(self, phase, info):\n","frames[0] = pickle.dumps(\n","if buffer_callback is not None:\n","\"writeable\": tuple(not f.readonly for f in frames[1:]),\n","serialize(\n","return header, frames\n","return header, frames\n","return result\n","return Packer(**kwargs).pack(o)\n","compression[i], frames[i] = maybe_compress(\n","frames_nbytes = [nbytes(f) for f in frames]\n","return len(frame)\n","is_memview, b = self._buffers[-1]\n","self._handle_write()\n","super()._handle_write()\n","num_bytes = self.write_to_fd(self._write_buffer.peek(size))\n","return self.socket.send(data) # type: ignore\n","return self._sslobj.write(data)\n","def call_soon(self, callback, *args, context=None):\n","await self.comm_handler(comm)\n","msg = 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