aktech · November 12, 2020 10:33
diff --git a/dask-report-16G-4cpu-2threads-parallel-50mb.html b/dask-report-16G-4cpu-2threads-parallel-50mb.html




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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","loop.run_sync(run)\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","memory = 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","[int(x) * PAGESIZE for x in f.readline().split()[:7]]\n","cb(k, v)\n","self.slow[key] = value\n","self.d[key] = self.dump(value)\n","f.write(v)\n","gc.collect()\n","def remove(wr, selfref=ref(self), _atomic_removal=_remove_dead_weakref):\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","ret = callback()\n","return self.callback()\n","ioc = psutil.net_io_counters()\n","rawdict = _psplatform.net_io_counters()\n","with open_text(\"%s/net/dev\" % get_procfs_path()) as f:\n","return open(fname, \"rt\", **kwargs)\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","ret = self._cache[fun] = fun(self)\n","return self._proc.memory_info()\n","return fun(self, *args, **kwargs)\n","[int(x) * PAGESIZE for x in f.readline().split()[:7]]\n","return open(fname, \"rb\", **kwargs)\n","self._timeout = self.io_loop.add_timeout(self._next_timeout, self._run)\n","return self.call_at(deadline, callback, *args, **kwargs)\n","return self.asyncio_loop.call_later(\n","timer = self.call_at(self.time() + delay, callback, *args,\n","timer = events.TimerHandle(when, callback, args, self, context)\n","super().__init__(callback, args, loop, context)\n","self._source_traceback = None\n","return self._when &lt; other._when\n","return _abc_instancecheck(cls, instance)\n","def __subclasscheck__(cls, subclass):\n","for ident, frame in frames.items():\n","state = process(prev, frame, state, stop=stop)\n","\"description\": info_frame(frame),\n","line = linecache.getline(co.co_filename, frame.f_lineno, frame.f_globals).lstrip()\n","lines = getlines(filename, module_globals)\n","return updatecache(filename, module_globals)\n","lines = fp.readlines()\n","def remove(wr, selfref=ref(self), _atomic_removal=_remove_dead_weakref):\n","now = time()\n","self._log(INFO, msg, args, **kwargs)\n","self.handle(record)\n","self.callHandlers(record)\n","hdlr.handle(record)\n","self.emit(record)\n","self.flush()\n","self.stream.flush()\n","return dispatch(args[0].__class__)(*args, **kw)\n","return multi(yielded)  # type: ignore\n","return multi_future(children, quiet_exceptions=quiet_exceptions)\n","children_futs = list(map(convert_yielded, children_seq))\n","return dispatch(args[0].__class__)(*args, **kw)\n","_atomic_removal(self.data, wr.key)\n","elif isawaitable(yielded):\n","isinstance(object, collections.abc.Awaitable))\n","return _abc_instancecheck(cls, instance)\n","impl = dispatch_cache[cls]\n","def __getitem__(self, key):\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","response = await retry_operation(\n","return await retry(\n","return await coro()\n","result = await send_recv(comm=comm, op=key, **kwargs)\n","await comm.write(msg, serializers=serializers, on_error=\"raise\")\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","+ sizeof(list(d.values()))\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 int(s)\n","return result\n","return r\n","return meth(arg, *args, **kwargs)\n","+ sizeof(list(d.values()))\n","return meth(arg, *args, **kwargs)\n","return getsizeof(seq) + sum(map(sizeof, seq))\n","return meth(arg, *args, **kwargs)\n","+ sizeof(list(d.keys()))\n","return meth(arg, *args, **kwargs)\n","return getsizeof(seq) + sum(map(sizeof, seq))\n","_atomic_removal(self.data, wr.key)\n","msg = await from_frames(\n","res = _from_frames()\n","return protocol.loads(\n","msg = loads_msgpack(small_header, small_payload)\n","return msgpack.loads(payload, use_list=False, **msgpack_opts)\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","def _checkClosed(self, msg=None):\n","def _checkClosed(self, msg=None):\n","def closed(self) -&gt; bool:\n","self._finish_read(pos, False)\n","future_set_result_unless_cancelled(future, result)\n","future.set_result(value)\n","return handle\n","return handle\n","self._source_traceback = None\n","return self._debug\n","def _consume(self, loc: int) -&gt; bytes:\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","def __len__(self) -&gt; int:\n","future.set_result(value)\n","def call_soon(self, callback, *args, context=None):\n","self.socket.do_handshake()\n","self._sslobj.do_handshake()\n","return self._handshake_reading or super().reading()\n","return self._read_future is not None\n","return self._handshake_writing or super().writing()\n","return bool(self._write_buffer)\n","self.selector_loop.remove_reader(fd)\n","self._ensure_fd_no_transport(fd)\n","transport = self._transports[fileno]\n","if self._pending_removals:\n","return self._add_reader(fd, callback, *args)\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","compressed = await comm.write(msg, serializers=serializers)\n","frames = await to_frames(\n","return _to_frames()\n","protocol.dumps(\n","data = {\n","key: serialize(\n","header, frames = dumps(x, context=context) if wants_context else dumps(x)\n","header, frames = dumps(x, context=context)\n","x = np.ascontiguousarray(x)\n","return array(a, dtype, copy=False, order='C', ndmin=1)\n","def _gc_callback(self, phase, info):\n","result = pickle.dumps(x, **dump_kwargs)\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","future.set_result(value)\n","handle = self._call_soon(callback, args, context)\n","handle = events.Handle(callback, args, self, context)\n","n_frames = await stream.read_bytes(8)\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","self._finish_read(pos, False)\n","result = self._consume(size)\n","self._read_buffer_size -= loc\n","self._try_inline_read()\n","pos = self._find_read_pos()\n","num_bytes = min(self._read_bytes, self._read_buffer_size)\n","data = {k: self.data[k] for k in keys if k in self.data}\n","return self.fast[key]\n","self.heap[key] = self.i\n","self.pop(key)\n","return value\n","self._swap(wrapper[2], parent[2])\n","h[i], h[j] = h[j], h[i]\n","del self.slow[key]\n","del self.d[key]\n","os.remove(os.path.join(self.directory, _safe_key(key)))\n","if b.startswith(sep):\n","self.evict()\n","cb(k, v)\n","self.slow[key] = value\n","self.d[key] = self.dump(value)\n","f.write(v)\n","return self.load(self.d[key])\n","with open(os.path.join(self.directory, _safe_key(key)), \"rb\") as f:\n","frames = merge_frames(header, frames)\n","return [\n","(bytearray(f) if w else bytes(f)) if w == memoryview(f).readonly else f\n","name = header.get(\"serializer\")\n","typ = pickle.loads(header[\"type-serialized\"])\n","return pickle.loads(x)\n","return backend.get_address_host(loc)\n","return parse_host_port(loc)[0]\n","if \"://\" in address:\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","response = await send_recv(\n","response = await comm.read(deserializers=deserializers)\n","n = await stream.read_into(frame)\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 _checkClosed(self, msg=None):\n","or (self._read_partial and self._read_buffer_size &gt; 0)\n","return self._closed\n","self._read_future = Future()\n","def get_debug(self):\n","res = await offload(_from_frames)\n","return await loop.run_in_executor(_offload_executor, lambda: fn(*args, **kwargs))\n","executor.submit(func, *args), loop=self)\n","self._work_queue.put(w)\n","_chain_future(future, new_future)\n","source.add_done_callback(_call_set_state)\n","LOGGER.exception('exception calling callback for %r', self)\n","dest_loop.call_soon_threadsafe(_set_state, destination, source)\n","return handle\n","logger.debug(\"Fail to write a null byte into the \"\n","return\n","return protocol.loads(\n","fs = merge_frames(head, fs)\n","def merge_frames(header, frames):\n","(bytearray(f) if w else bytes(f)) if w == memoryview(f).readonly else f\n","return [\n","return [\n","return\n","return loads(header, frames)\n","return loads(header, frames)\n","with log_errors():\n","return next(self.gen)\n","from .comm import CommClosedError\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","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","def remove(wr, selfref=ref(self), _atomic_removal=_remove_dead_weakref):\n","msg_size = sizeof(msg)\n","return meth(arg, *args, **kwargs)\n","+ sizeof(list(d.keys()))\n","def remove(wr, selfref=ref(self), _atomic_removal=_remove_dead_weakref):\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","def get_debug(self):\n","self._size += size\n","state = func(dep, **kwargs)\n","self.put_key_in_memory(dep, value)\n","if transition and key in self.task_state:\n","self.fast[key] = value\n","self.evict()\n","cb(k, v)\n","self.slow[key] = value\n","self.d[key] = self.dump(value)\n","f.write(v)\n","return quote(key, safe=\"\")\n","return quote_from_bytes(string, safe)\n","return ''.join([quoter(char) for char in bs])\n","header, frames = serialize(x, **kwargs)\n","header, frames = dumps(x, context=context) if wants_context else dumps(x)\n","header, frames = dumps(x, context=context)\n","x = np.ascontiguousarray(x)\n","return array(a, dtype, copy=False, order='C', ndmin=1)\n","result = pickle.dumps(x, **dump_kwargs)\n","return sizeof(v)\n","return sizeof(obj)\n","return meth(arg, *args, **kwargs)\n","return xs.nbytes\n","response = await retry_operation(self.scheduler.who_has, keys=deps)\n","return await retry(\n","return await coro()\n","result = await send_recv(comm=comm, op=key, **kwargs)\n","await comm.write(msg, serializers=serializers, on_error=\"raise\")\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","n_frames = await stream.read_bytes(8)\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","self.transition_dep(d, \"flight\", worker=worker)\n","state = func(dep, **kwargs)\n","try:\n","data = self._ssock.recv(4096)\n","await self.comm_handler(comm)\n","msg = await comm.read()\n","n_frames = await stream.read_bytes(8)\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","self._try_inline_read()\n","self._read_from_buffer(pos)\n","self._finish_read(pos, False)\n","self._maybe_add_error_listener()\n","self._add_io_state(ioloop.IOLoop.READ)\n","self.io_loop.update_handler(self.fileno(), self._state)\n","self.selector_loop.add_reader(fd, self._handle_events, fd, IOLoop.READ)\n","return self._add_reader(fd, callback, *args)\n","self._selector.register(fd, selectors.EVENT_READ,\n","key = super().register(fileobj, events, data)\n","def remove(wr, selfref=ref(self), _atomic_removal=_remove_dead_weakref):\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","return self.value == other.value\n","def __get__(self, instance, ownerclass=None):\n","await self.handle_stream(\n","msgs = await comm.read()\n","n_frames = await stream.read_bytes(8)\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","if self.closed():\n","def closed(self) -&gt; bool:\n","res = _from_frames()\n","return protocol.loads(\n","fs = merge_frames(head, fs)\n","if all(len(f) == l for f, l in zip(frames, lengths)):\n","def _gc_callback(self, phase, info):\n","return loads(header, frames)\n","return pickle.loads(x, buffers=buffers)\n","return pickle.loads(x)\n","def __init__(self, dsk, outkey, inkeys, name=\"subgraph_callable\"):\n","return msgpack.loads(payload, use_list=False, **msgpack_opts)\n","self.release_dep(key)\n","del self.data[dep]\n","del self.slow[key]\n","del self.d[key]\n","os.remove(os.path.join(self.directory, _safe_key(key)))\n","return quote(key, safe=\"\")\n","return quote_from_bytes(string, safe)\n","return ''.join([quoter(char) for char in bs])\n","del self.d[key]\n","del self.data[key]\n","del self.slow[key]\n","del self.d[key]\n","os.remove(os.path.join(self.directory, _safe_key(key)))\n","return quote(key, safe=\"\")\n","return quote_from_bytes(string, safe)\n","return ''.join([quoter(char) for char in bs])\n","return ''.join([quoter(char) for char in bs])\n","if self.isEnabledFor(DEBUG):\n","if self.disabled:\n","self.who_has[dep] = set(workers)\n","def _gc_callback(self, phase, info):\n","def remove(wr, selfref=ref(self), _atomic_removal=_remove_dead_weakref):\n","while self.ready and len(self.executing) &lt; self.nthreads:\n","await __sleep0()\n","yield\n","self.transition(key, \"memory\", value=value)\n","state = func(key, **kwargs)\n","self.put_key_in_memory(key, value, transition=False)\n","self.data[key] = value\n","self.fast[key] = value\n","self.evict()\n","cb(k, v)\n","self.slow[key] = value\n","self.d[key] = self.dump(value)\n","f.write(v)\n","header, frames = serialize(x, **kwargs)\n","header, frames = dumps(x, context=context) if wants_context else dumps(x)\n","header, frames = dumps(x, context=context)\n","x = np.ascontiguousarray(x)\n","return array(a, dtype, copy=False, order='C', ndmin=1)\n","return self.slow_to_fast(key)\n","del self.slow[key]\n","del self.d[key]\n","os.remove(os.path.join(self.directory, _safe_key(key)))\n","return quote(key, safe=\"\")\n","if isinstance(string, str):\n","return ''.join([quoter(char) for char in bs])\n","return ''.join([quoter(char) for char in bs])\n","try:\n","self.evict()\n","cb(k, v)\n","self.slow[key] = value\n","self.d[key] = self.dump(value)\n","f.write(v)\n","header, frames = serialize(x, **kwargs)\n","header, frames = dumps(x, context=context) if wants_context else dumps(x)\n","header, frames = dumps(x, context=context)\n","x = np.ascontiguousarray(x)\n","return array(a, dtype, copy=False, order='C', ndmin=1)\n","return self.load(self.d[key])\n","return f.read()\n","frames = merge_frames(header, frames)\n","return [\n","(bytearray(f) if w else bytes(f)) if w == memoryview(f).readonly else f\n","return loads(header, frames)\n","return loads(header, frames)\n","with log_errors():\n","return _GeneratorContextManager(func, args, kwds)\n","doc = getattr(func, \"__doc__\", None)\n","lambda f: self._run_callback(functools.partial(callback, future))\n","ret = callback()\n","self.ctx_run(self.run)\n","return\n","return False\n","return dispatch(args[0].__class__)(*args, **kw)\n","return _wrap_awaitable(yielded)  # type: ignore\n","return (isinstance(object, types.CoroutineType) or\n","yield self.waker.wait(self.next_deadline)\n","timeout_fut = gen.with_timeout(timeout, fut)\n","future_converted = convert_yielded(future)\n","return dispatch(args[0].__class__)(*args, **kw)\n","impl = dispatch_cache[cls]\n","def __getitem__(self, key):\n","lambda tf: fut.cancel() if not fut.done() else None\n","return handle\n","return handle\n","_atomic_removal(self.data, wr.key)\n","def call_soon(self, callback, *args, context=None):\n","handle = events.Handle(callback, args, self, context)\n","def __init__(self, callback, args, loop, context=None):\n","if mask &amp; selectors.EVENT_READ and reader is not 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&lt;h2&gt; Duration: 733.56 s &lt;/h2&gt;\n        &lt;h2&gt; Tasks Information &lt;/h2&gt;\n        &lt;ul&gt;\n         &lt;li&gt; number of tasks: 16488 &lt;/li&gt;\n         \n&lt;li&gt; compute time: 15198.64 s &lt;/li&gt;\n&lt;li&gt; disk-read time: 215.94 s &lt;/li&gt;\n&lt;li&gt; disk-write time: 8.38 s &lt;/li&gt;\n&lt;li&gt; transfer time: 5505.88 s &lt;/li&gt;\n        &lt;/ul&gt;\n\n        &lt;h2&gt; Scheduler Information &lt;/h2&gt;\n        &lt;ul&gt;\n          &lt;li&gt; Address: tls://10.2.12.7:8786 &lt;/li&gt;\n          &lt;li&gt; Workers: 25 &lt;/li&gt;\n          &lt;li&gt; Threads: 25 &lt;/li&gt;\n          &lt;li&gt; Memory: 400.00 GB &lt;/li&gt;\n        &lt;/ul&gt;\n\n        &lt;h2&gt; Calling Code &lt;/h2&gt;\n        &lt;pre&gt;\n    def _run(self):\n        try:\n            self._context.run(self._callback, *self._args)\n        except (SystemExit, KeyboardInterrupt):\n            raise\n        except BaseException as exc:\n            cb = format_helpers._format_callback_source(\n                self._callback, self._args)\n            msg = f'Exception in callback {cb}'\n            context = {\n                'message': msg,\n                'exception': exc,\n                'handle': self,\n            }\n            if self._source_traceback:\n                context['source_traceback'] = self._source_traceback\n            self._loop.call_exception_handler(context)\n        self = None  # Needed to break cycles when an exception occurs.\n\n        &lt;/pre&gt;\n        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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","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","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","self._do_ssl_handshake()\n","self.socket.do_handshake()\n","self._sslobj.do_handshake()\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","callback(connection, address)\n","connection = ssl_wrap_socket(\n","return context.wrap_socket(socket, server_hostname=server_hostname, **kwargs)\n","return self.sslsocket_class._create(\n","self._sslobj = self._context._wrap_socket(\n","fd, addr = self._accept()\n","await self.comm_handler(comm)\n","await comm.write(result, serializers=serializers)\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","return _to_frames()\n","protocol.dumps(\n","msg, data, bytestrings = extract_serialize(msg)\n","_extract_serialize(x, ser)\n","_extract_serialize(v, ser, path + (k,))\n","typ = type(v)\n","payload = msgpack.dumps(msg, default=msgpack_encode_default, use_bin_type=True)\n","return Packer(**kwargs).pack(o)\n","n_frames = await stream.read_bytes(8)\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 comm.close()\n","return future\n","stream.close()\n","super().shutdown(how)\n","ret = callback()\n","return self.callback()\n","ioc = psutil.net_io_counters()\n","rawdict = _psplatform.net_io_counters()\n","lines = f.readlines()\n","return open(fname, \"rt\", **kwargs)\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","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","maybe_move_task(\n","occ_idl = combined_occupancy(idl)\n","return ws.occupancy + self.in_flight_occupancy[ws]\n","return hash(self.address)\n","return ws.occupancy + self.in_flight_occupancy[ws]\n","def __hash__(self):\n","return not ts.loose_restrictions and (\n","if self.proc.cpu_percent() &lt; 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","with open_binary(\"%s/%s/stat\" % (self._procfs_path, self.pid)) as f:\n","return open(fname, \"rb\", **kwargs)\n","if isinstance(deadline, numbers.Real):\n","steal.put_key_in_stealable(ts)\n","cost_multiplier, level = self.steal_time_ratio(ts)\n","level = int(round(log(cost_multiplier) / log_2 + 6, 0))\n","@property\n","result = await result\n","session = await self.get_session()\n","session = await self.application_context.create_session_if_needed(session_id, self.request, token)\n","self._application.initialize_document(doc)\n","h.modify_document(doc)\n","self._func(doc)\n","task_stream.update()\n","return input_function(*args, **kwargs)\n","rectangles = self.plugin.rectangles(\n","return rectangles(msgs, workers=workers, start_boundary=start_boundary)\n","L_duration_text.append(format_time(startstop[\"stop\"] - startstop[\"start\"]))\n","return \"%.2f s\" % n\n","self.root.add_tools(hover)\n","self.toolbar.tools.append(tool)\n","return result\n","descriptor._notify_mutated(owner, old, hint=hint)\n","self._real_set(obj, old, value, hint=hint)\n","return self.wrap(value)\n","raise ValueError(msg)\n","if not (self._is_seq(value) and all(self.item_type.is_valid(item) for item in value)):\n","return True\n","raise ValueError(msg)\n","return self._instance_type\n","return create_renderer(glyphclass, self, **kwargs)\n","nonselection_visuals = pop_visuals(glyphclass, kwargs, prefix='nonselection_', defaults=glyph_visuals, override_defaults={'alpha':0.1})\n","props.pop(prefix+trait, None)\n","self.view = CDSView(source=self.data_source)\n","super().__init__(**kwargs)\n","setattr(self, name, value)\n","super().__setattr__(name, value)\n","self._internal_set(obj, value, setter=setter)\n","self._real_set(obj, old, value, hint=hint, setter=setter)\n","self._trigger(obj, old, value, hint=hint, setter=setter)\n","obj.trigger(self.name, old, value, hint, setter)\n","super().trigger(attr, old, new, hint=hint, setter=setter)\n","def invoke():\n","def _gc_callback(self, phase, info):\n","nbytes = figure(\n","return Figure(**kwargs)\n","process_active_tools(self.toolbar, tool_map, opts.active_drag, opts.active_inspect, opts.active_scroll, opts.active_tap)\n","toolbar.active_drag = active_drag\n","raise AttributeError(\"unexpected attribute '%s' to %s, %s attributes are %s\" %\n","self._internal_set(obj, value, setter=setter)\n","self._real_set(obj, old, value, hint=hint, setter=setter)\n","return self.wrap(value)\n","raise ValueError(msg)\n","if not (value is None or any(param.is_valid(value) for param in self.type_params)):\n","super().__init__(**kwargs)\n","setattr(self, name, value)\n","super().__setattr__(name, value)\n","self._internal_set(obj, value, setter=setter)\n","old = self.__get__(obj, obj.__class__)\n","return self._get(obj)\n","return self._get_default(obj)\n","default = self.instance_default(obj)\n","return self.property.themed_default(obj.__class__, self.name, obj.themed_values())\n","default = self._raw_default()\n","return self._copy_default(self._default)\n","return default()\n","title = Instance(Title, default=lambda: Title(text=\"\"), help=\"\"\"\n","super().__init__(**kwargs)\n","setattr(self, name, value)\n","super().__setattr__(name, value)\n","self._internal_set(obj, value, setter=setter)\n","self._real_set(obj, old, value, hint=hint, setter=setter)\n","self._trigger(obj, old, value, hint=hint, setter=setter)\n","obj.trigger(self.name, old, value, hint, setter)\n","super().trigger(attr, old, new, hint=hint, setter=setter)\n","def _gc_callback(self, phase, info):\n","self._pop_all_models_freeze()\n","self._recompute_all_models()\n","new_all_models_set = new_all_models_set.union(r.references())\n","return set(collect_models(self))\n","return collect_filtered_models(None, *input_values)\n","_visit_immediate_value_references(obj, queue_one)\n","child = getattr(value, attr)\n","return self._get(obj)\n","return self._get_default(obj)\n","default = self.instance_default(obj)\n","return self.property.themed_default(obj.__class__, self.name, obj.themed_values())\n","return self.prepare_value(cls, name, default)\n","self.validate(value)\n","super().validate(value, detail)\n","def validate(self, value, detail=True):\n","if not (value is None or any(param.is_valid(value) for param in self.type_params)):\n","if not (value is None or any(param.is_valid(value) for param in self.type_params)):\n","self.validate(value, False)\n","if not (value is None or isinstance(value, self._underlying_type)):\n","if typ in _common_types:  # short circuit on common base types\n","self._set_title(title)\n","self._trigger_on_change(TitleChangedEvent(self, title, setter))\n","self._with_self_as_curdoc(invoke_callbacks)\n","from bokeh.io.doc import set_curdoc, curdoc\n","return self._load_template(name, self.make_globals(globals))\n","not self.auto_reload or template.is_up_to_date\n","return self._uptodate()\n","return path.getmtime(filename) == mtime\n","return os.stat(filename).st_mtime\n","self._theme.apply_to_model(model)\n","model.apply_theme(self._for_class(model.__class__))\n","descriptor.trigger_if_changed(self, v)\n","self._trigger(obj, old, new_value)\n","obj.trigger(self.name, old, value, hint, setter)\n","super().trigger(attr, old, new, hint=hint, setter=setter)\n","_visit_immediate_value_references(obj, visitor)\n","check_integrity(refs)\n","for name in dir(model):\n","return set(collect_models(self))\n","return collect_filtered_models(None, *input_values)\n","_visit_immediate_value_references(obj, queue_one)\n","child = getattr(value, attr)\n","return self._get(obj)\n","return self._get_default(obj)\n","default = self.instance_default(obj)\n","return self.property.themed_default(obj.__class__, self.name, obj.themed_values())\n","default = self._copy_default(overrides[name])\n","return default()\n","DaysTicker(days=list(range(1, 32))),\n","default_theme.apply_to_model(self)\n","self._initialized = True\n","raise AttributeError(\"unexpected attribute '%s' to %s, %s attributes are %s\" %\n","self._internal_set(obj, value, setter=setter)\n","self._real_set(obj, old, value, hint=hint, setter=setter)\n","return self._get(obj)\n","return self._get_default(obj)\n","return default\n","return self.property.themed_default(obj.__class__, self.name, obj.themed_values())\n","return self.prepare_value(cls, name, default)\n","return self._copy_default(self._default)\n","return accumulate_dict_from_superclasses(cls, \"__overridden_defaults__\")\n","if cachename not in cls.__dict__:\n","session_id = _get_random_string()\n","return ''.join(random.choice(allowed_chars) for _ in range(length))\n","return ''.join(random.choice(allowed_chars) for _ in range(length))\n","return seq[i]\n","return r\n","return x &gt;&gt; (numbytes * 8 - k)                # trim excess bits\n","await self.ws_connection.accept_connection(self)\n","await self._accept_connection(handler)\n","await self._receive_frame_loop()\n","await self._receive_frame()\n","data = await self._read_bytes(2)\n","data = await self.stream.read_bytes(n)\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","await p\n","await message.send(self)\n","await conn.write_message(self.content_json, locked=False)\n","await super().write_message(message, binary)\n","return self.ws_connection.write_message(message, binary=binary)\n","fut = self._write_frame(True, opcode, message, flags=flags)\n","return self.stream.write(frame)\n","self._handle_write()\n","num_bytes = self.write_to_fd(self._write_buffer.peek(size))\n","return self.socket.send(data)  # type: ignore\n","if self.closed():\n","def closed(self) -&gt; bool:\n","await conn.write_message(header, locked=locked)\n","await super().write_message(message, binary)\n","return self.ws_connection.write_message(message, binary=binary)\n","fut = self._write_frame(True, opcode, message, flags=flags)\n","return self.stream.write(frame)\n","self._handle_write()\n","num_bytes = self.write_to_fd(self._write_buffer.peek(size))\n","return self.socket.send(data)  # type: ignore\n","self._header_json = json_encode(self.header)\n","return json.dumps(value).replace(\"&lt;/\", \"&lt;\\\\/\")\n","return _default_encoder.encode(obj)\n","if not isinstance(chunks, (list, tuple)):\n","return func(*args, **kwargs)\n","return doc._with_self_as_curdoc(invoke)\n","return f()\n","return f(*args, **kwargs)\n","doc.add_periodic_callback(lambda: update(ref), interval)\n","comp.update()\n","return input_function(*args, **kwargs)\n","active_states = tp.active_states\n","return merge_with(sum, [g.states for g in self.active])\n","return [\n","if any(v != 0 for k, v in g.states.items() if k != \"forgotten\")\n","if any(v != 0 for k, v in g.states.items() if k != \"forgotten\")\n","def _gc_callback(self, phase, info):\n","return merge_with(sum, [g.states for g in self.active])\n","return _abc_instancecheck(cls, instance)\n","with validate(False):\n","self.old = Property._should_validate\n","source.data.update(d)\n","descriptor._notify_mutated(owner, old, hint=hint)\n","self._real_set(obj, old, value, hint=hint)\n","self._trigger(obj, old, value, hint=hint, setter=setter)\n","obj.trigger(self.name, old, value, hint, setter)\n","super().trigger(attr, old, new, hint=hint, setter=setter)\n","self._document._notify_change(self, attr, old, new, hint, setter, invoke)\n","self._trigger_on_change(event)\n","self._with_self_as_curdoc(invoke_callbacks)\n","return f()\n","cb(event)\n","self._callbacks[receiver] = lambda event: event.dispatch(receiver)\n","super().dispatch(receiver)\n","receiver._document_patched(self)\n","self._pending_writes.append(connection.send_patch_document(event))\n","return self._socket.send_message(msg)\n","return self._messages[msgtype].create(*args, **kwargs)\n","return msg\n","return serialize_json(json), buffers if use_buffers else []\n","return json.dumps(obj, cls=BokehJSONEncoder, allow_nan=False, indent=indent, separators=separators, sort_keys=True, **kwargs)\n","return cls(\n","return ''.join(chunks)\n","return _iterencode(o, 0)\n","def _gc_callback(self, phase, info):\n","def _gc_callback(self, phase, info):\n","from .state import curstate\n","","from .state import curstate\n","if setter is None and isinstance(hint, (ColumnsStreamedEvent, ColumnsPatchedEvent)):\n","if isinstance(new, np.ndarray) or isinstance(old, np.ndarray):\n","return all(self.matches(new[k], old[k]) for k in new)\n","return np.array_equal(new, old)\n","","return bool(asarray(a1 == a2).all())\n","return umr_all(a, axis, dtype, out, keepdims)\n","return array(a, dtype, copy=False, order=order)\n","def _gc_callback(self, phase, info):\n","if isinstance(obj_or_cls, HasProps):\n",").asserts(lambda _, data: len({len(x) for x in data.values()}) &lt;= 1,\n","def _gc_callback(self, phase, info):\n","if isinstance(value, PropertyValueColumnData):\n","","return dict(self)\n","super().__init__(document, setter, callback_invoker)\n","def __init__(self, document, setter=None, callback_invoker=None):\n","return _abc_instancecheck(cls, instance)\n","super().__setattr__(name, value)\n","self._internal_set(obj, value, setter=setter)\n","self._real_set(obj, old, value, hint=hint, setter=setter)\n","self._trigger(obj, old, value, hint=hint, setter=setter)\n","obj.trigger(self.name, old, value, hint, setter)\n","super().trigger(attr, old, new, hint=hint, setter=setter)\n","self._document._notify_change(self, attr, old, new, hint, setter, invoke)\n","self._trigger_on_change(event)\n","self._with_self_as_curdoc(invoke_callbacks)\n","from bokeh.io.doc import set_curdoc, curdoc\n","from .state import curstate\n","d[\"show-name\"] = [name if len(name) &lt;= 15 else name[:12] + \"...\" for name in names]\n","d = {k: [v.get(name, 0) for name in names] for k, v in msg.items()}\n","def _gc_callback(self, phase, info):\n","d[\"show-name\"] = [name if len(name) &lt;= 15 else name[:12] + \"...\" for name in names]\n","d[\"color\"] = [color_of(name) for name in names]\n","d[\"bottom\"] = [-(i % nrows) - 0.8 for i in range(n)]\n","d[\"left\"] = [i // nrows for i in range(n)]\n","k: sum(v[k] for v in state.values()) for k in state[\"memory\"]\n","k: sum(v[k] for v in state.values()) for k in state[\"memory\"]\n","next(self.gen)\n","return self._get(obj)\n","def _get(self, obj):\n","if any(active_states.get(s) for s in state.keys()):\n","old_end = max(\n","self._stream(new_data, rollover)\n","self.data._stream(self.document, self, new_data, rollover, setter)\n","self._notify_owners(old,\n","descriptor._notify_mutated(owner, old, hint=hint)\n","self._real_set(obj, old, value, hint=hint)\n","if self.property.matches(value, old) and (hint is None):\n","return all(self.matches(new[k], old[k]) for k in new)\n","return all(self.matches(new[k], old[k]) for k in new)\n","return np.array_equal(new, old)\n","","return bool(asarray(a1 == a2).all())\n","return umr_all(a, axis, dtype, out, keepdims)\n","","return concatenate((arr, values), axis=axis)\n","","return rectangles(msgs, workers=workers, start_boundary=start_boundary)\n","if worker_thread not in workers:\n","return color_of(split)\n","update(self.source, result)\n","return input_function(*args, **kwargs)\n","if not np or not any(isinstance(v, np.ndarray) for v in source.data.values()):\n","def __get__(self, obj, owner):\n","descriptor._notify_mutated(owner, old, hint=hint)\n","self._real_set(obj, old, value, hint=hint)\n","self._trigger(obj, old, value, hint=hint, setter=setter)\n","obj.trigger(self.name, old, value, hint, setter)\n","super().trigger(attr, old, new, hint=hint, setter=setter)\n","self._document._notify_change(self, attr, old, new, hint, setter, invoke)\n","self._trigger_on_change(event)\n","self._with_self_as_curdoc(invoke_callbacks)\n","return f()\n","cb(event)\n","self._callbacks[receiver] = lambda event: event.dispatch(receiver)\n","super().dispatch(receiver)\n","receiver._document_patched(self)\n","self._pending_writes.append(connection.send_patch_document(event))\n","msg = self.protocol.create('PATCH-DOC', [event])\n","return self._messages[msgtype].create(*args, **kwargs)\n","content = loads(patch_json)\n","return _default_decoder.decode(s)\n","obj, end = self.raw_decode(s, idx=_w(s, 0).end())\n","return obj, end\n","return serialize_json(json), buffers if use_buffers else []\n","pretty = settings.pretty(pretty)\n","if is_dev() and self._dev_default is not _Unset:\n","return convert_bool(os.environ.get(\"BOKEH_DEV\", False))\n","return self[key]\n","raise KeyError(key) from None\n","def _gc_callback(self, phase, info):\n","return cls(\n","chunks = self.iterencode(o, _one_shot=True)\n","return _iterencode(o, 0)\n","return self.hint.generate(references, buffers)\n","data_dict = transform_column_source_data(self.column_source.data, buffers=buffers, cols=self.cols)\n","data_copy[key] = transform_array(data[key], buffers=buffers)\n","return serialize_array(array, force_list=force_list, buffers=buffers)\n","return transform_array_to_list(array)\n","return array.tolist()\n","elif array.dtype.kind == 'O' and len(array) &gt; 0 and isinstance(array[0], dt.date):\n","elif isinstance(item, (list, tuple)):  # check less common type second\n","from .state import curstate\n","","return all(self.matches(new[k], old[k]) for k in new)\n","return all(self.matches(new[k], old[k]) for k in new)\n","return np.array_equal(new, old)\n","","return bool(asarray(a1 == a2).all())\n","return umr_all(a, axis, dtype, out, keepdims)\n","return _abc_instancecheck(cls, instance)\n","def __exit__(self, typ, value, traceback):\n","\"escaped_worker\": [escape.url_escape(ws.address) for ws in workers],\n","return quote(utf8(value))\n","return quote(string, safe, encoding, errors)\n","return quote_from_bytes(string, safe)\n","return ''.join([quoter(char) for char in bs])\n","return ''.join([quoter(char) for char in bs])\n","if isinstance(value, _UTF8_TYPES):\n","return value in self._set\n","return hash(self.address)\n","yield self._mapping[key]\n","super().__setattr__(name, value)\n","self._internal_set(obj, value, setter=setter)\n","value = self.property.prepare_value(obj, self.name, value)\n","self._trigger(obj, old, value, hint=hint, setter=setter)\n","obj.trigger(self.name, old, value, hint, setter)\n","super().trigger(attr, old, new, hint=hint, setter=setter)\n","self._document._notify_change(self, attr, old, new, hint, setter, invoke)\n","self._trigger_on_change(event)\n","self._with_self_as_curdoc(event.callback_invoker)\n","return f()\n","callbacks = self._callbacks.get(attr)\n","\"nbytes-half\": [nb / 2 for nb in nbytes],\n","nprocessing = [len(ws.processing) for ws in workers]\n","def __len__(self):\n","nbytes_text = [format_bytes(nb) for nb in nbytes]\n","if n &gt; 1e12:\n","next(self.gen)\n","self.old = Property._should_validate\n","from .state import curstate\n","getattr(wrapper, attr).update(getattr(wrapped, attr, {}))\n","return partial(update_wrapper, wrapped=wrapped,\n","def __exit__(\n","if self._value &gt;= self._initial_value:\n","return self._block.acquire(timeout)\n","isinstance(object, collections.abc.Awaitable))\n","work = await self._handle(message)\n","work = await self.handler.handle(message, self.connection)\n","work = await handler(message, connection)\n","result = func(self, *args, **kwargs)\n","return connection.protocol.create('PULL-DOC-REPLY', message.header['msgid'], self.document)\n","return self._messages[msgtype].create(*args, **kwargs)\n","content = { 'doc' : document.to_json() }\n","doc_json = self.to_json_string()\n","'references' : references_json(root_references)\n","struct['attributes'] = r._to_json_like(include_defaults=False)\n","all_attrs = self.properties_with_values(include_defaults=include_defaults)\n","return self.query_properties_with_values(lambda prop: prop.serialized, include_defaults)\n","value = descriptor.serializable_value(self)\n","value = self.__get__(obj, obj.__class__)\n","return self._get(obj)\n","return self._get_default(obj)\n","default = self.instance_default(obj)\n","return self.property.themed_default(obj.__class__, self.name, obj.themed_values())\n","default = self._copy_default(overrides[name])\n","return default()\n","formatter = Override(default=lambda: BasicTickFormatter())\n","return obj\n","return str(_simple_id)\n","return self._convert(self._default)\n","DaysTicker(days=[1, 15]),\n","super().__init__(**kwargs)\n","setattr(self, name, value)\n","super().__setattr__(name, value)\n","self._internal_set(obj, value, setter=setter)\n","self._real_set(obj, old, value, hint=hint, setter=setter)\n","self._trigger(obj, old, value, hint=hint, setter=setter)\n","obj.trigger(self.name, old, value, hint, setter)\n","super().trigger(attr, old, new, hint=hint, setter=setter)\n","def _gc_callback(self, phase, info):\n","obj._id = kwargs.pop(\"id\", make_id())\n","if settings.simple_ids():\n","if is_dev() and self._dev_default is not _Unset:\n","return convert_bool(os.environ.get(\"BOKEH_DEV\", False))\n","return self[key]\n","raise KeyError(key) from None\n","return value.encode(encoding, 'surrogateescape')\n","return transform_column_source_data(value)\n","data_copy[key] = traverse_data(data[key], buffers=buffers)\n","for item in obj:\n","return serialize_array(array, force_list=force_list, buffers=buffers)\n","return encode_base64_dict(array)\n","'dtype'       : array.dtype.name,\n","def _name_get(dtype):\n","return json.dumps(obj, cls=BokehJSONEncoder, allow_nan=False, indent=indent, separators=separators, sort_keys=True, **kwargs)\n","return cls(\n","chunks = self.iterencode(o, _one_shot=True)\n","return _iterencode(o, 0)\n","from ..model import Model\n","await self.send_message(work)\n","await message.send(self)\n","await conn.write_message(self.content_json, locked=False)\n","await super().write_message(message, binary)\n","return self.ws_connection.write_message(message, binary=binary)\n","fut = self._write_frame(True, opcode, message, flags=flags)\n","return self.stream.write(frame)\n","self._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.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_stream(comm=comm, extra={\"client\": client})\n","msgs = await comm.read()\n","n = await stream.read_into(frame)\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","msg = loads_msgpack(small_header, small_payload)\n","return msgpack.loads(payload, use_list=False, **msgpack_opts)\n","def _gc_callback(self, phase, info):\n","def _gc_callback(self, phase, info):\n","self.header = header\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","def _remove(item, selfref=ref(self)):\n","if any(\n","dep not in self.tasks and dep not in tasks for dep in deps\n","ts = TaskState(key, spec)\n","self.waiting_on = set()\n","def _gc_callback(self, phase, info):\n","return x.split(\",\", 1)[0].strip(\"()\\\"'\")\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","for word in words[1:]:\n","def _gc_callback(self, phase, info):\n","def _gc_callback(self, phase, info):\n","new = self.transition(key, finish)\n","for plugin in list(self.plugins):\n","if self.validate:\n","@property\n","self.group.states[self._state] -= 1\n","def transition(self, key, start, finish, *args, **kwargs):\n","def transition(\n","self.total_occupancy += duration + comm\n","self.transitions(recommendations)\n","new = self.transition(key, finish)\n","recommendations = func(key, *args, **kwargs)\n","self.report_on_key(ts=ts)\n","self.report({\"op\": \"cancelled-key\", \"key\": key}, ts=ts, client=client)\n","comms |= {\n","dts.dependents.remove(ts)\n","self.unrunnable.discard(ts)\n","if start == \"processing\":\n","def transition(self, key, start, finish, *args, **kwargs):\n","if not any(tg.states.get(s) for s in ALL_TASK_STATES):\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","self.transitions(r)\n","new = self.transition(key, finish)\n","plugin.transition(key, start, finish2, *args, **kwargs)\n","def transition(self, key, start, finish, *args, **kwargs):\n","self.send_task_to_worker(worker, key)\n","msg[\"nbytes\"] = {dep.key: dep.nbytes for dep in deps}\n","msg[\"nbytes\"] = {dep.key: dep.nbytes for dep in deps}\n","pending = occ * (p - nc) / p / nc\n","self.report({\"op\": \"lost-data\", \"key\": key})\n","comms |= {\n","comms |= {\n","def _gc_callback(self, phase, info):\n","n_frames = await stream.read_bytes(8)\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","buf[:] = memoryview(self._read_buffer)[self._read_buffer_pos : end]\n","stream.write(b\"\".join(length_bytes))  # avoid large memcpy, send in many\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._loop.add_future(invoke(), on_done)\n","handle = self._call_soon(callback, args, context)\n","handle = events.Handle(callback, args, self, context)\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","n = await stream.read_into(frame)\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, 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