Unable to filter using Dataframe RuntimeError: There is no current event loop in thread
Nadie ha tomado este issue todavía.
Evaluación
- Dificultad
- 4/5
- Tiempo estimado
- 3-5 días
- Aptitud para principiantes
- 25/100
- Tipo de issue
- Error
- Claridad
- Necesita aclaración
- Estado de actividad
- Estancado
- Stack tecnológico
- pandas, python
- Área
- data, stream-processing
Línea de trabajo
Start with streamz/dataframe/core.py at getitem, then follow map_partitions in streamz/collection.py and Condition creation in streamz/core.py. Reproduce the filtering expression from the issue in a worker thread and determine what is required for it to run without the missing-event-loop error; done means the filtered rolling pipeline initializes successfully.
Escrito por el modelo de indexación a partir del texto del issue.
Descripción
RunTimeError when trying to filter dataframe in my websocket client. The dataframe works without filtering - has anyone run into this issue before?
class Socket(threading.Thread):
def __init__(self, symbol=None):
super(Socket, self).__init__()
self.wsURL = "wss://stream.socket.com"
self.source = Stream()
self.example = pd.DataFrame({'A': [], 'B': [], 'C': []}, index=[]).astype(float)
self.sdf = DataFrame(self.source, example=self.example)
self.source2 = Stream()
self.example2 = pd.DataFrame({'A': []}, index=[])
self.pdf = DataFrame(self.source2, example=self.example2)
def run(self):
def on_message(ws, message):
j_msg = json.loads(message)
if 'data' in j_msg:
data = j_msg['data']
if j_msg['data']['event'] == "event1":
df = pd.DataFrame({'A': data['a'], 'B': data['b'], 'C': data['c']})
self.source.emit(df)
elif j_msg['data']['event'] == "event2":
df = pd.DataFrame({'A': data['a']})
self.source2.emit(df)
def on_error(ws, error):
print(error)
def on_close(ws):
print("### closed ###")
websocket.enableTrace(True)
self.ws = websocket.WebSocketApp(self.wsURL,
on_message = on_message,
on_error = on_error,
on_close = on_close)
self.sdf[self.sdf.A == 1].B.rolling('60s').sum().stream.sink(print)
self.pdf.A.rolling('60s').std().stream.sink(print)
self.ws.keep_running = True
self.ws.run_forever()
self.ws.keep_running = False
Exception in thread Thread-4:
Traceback (most recent call last):
File "/opt/conda/envs/env/lib/python3.5/threading.py", line 914, in _bootstrap_inner
self.run()
File "<ipython-input-2-65c47f0e1bee>", line 76, in run
self.sdf[self.sdf.A == 1].qty.rolling('60s').sum().stream.sink(print)
File "/opt/conda/envs/env/lib/python3.5/site-packages/streamz/dataframe/core.py", line 201, in __getitem__
return self.map_partitions(operator.getitem, self, index)
File "/opt/conda/envs/env/lib/python3.5/site-packages/streamz/collection.py", line 32, in map_partitions
stream = type(streams[0].stream).zip(*[getattr(arg, 'stream', arg) for arg in args])
File "/opt/conda/envs/env/lib/python3.5/site-packages/streamz/core.py", line 214, in wrapped
return func(*args, **kwargs)
File "/opt/conda/envs/env/lib/python3.5/site-packages/streamz/core.py", line 1007, in __init__
self.condition = Condition()
File "/opt/conda/envs/env/lib/python3.5/site-packages/tornado/locks.py", line 110, in __init__
self.io_loop = ioloop.IOLoop.current()
File "/opt/conda/envs/env/lib/python3.5/site-packages/tornado/ioloop.py", line 282, in current
loop = asyncio.get_event_loop()
File "/opt/conda/envs/env/lib/python3.5/asyncio/events.py", line 678, in get_event_loop
return get_event_loop_policy().get_event_loop()
File "/opt/conda/envs/env/lib/python3.5/asyncio/events.py", line 584, in get_event_loop
% threading.current_thread().name)
RuntimeError: There is no current event loop in thread 'Thread-4'.
- Lenguaje dominante
- Python
- Estrellas
- 1.3k
- Forks
- 149
- Métricas de merge de PR
- Sin PR fusionados en 30 d
Guía de contribución
Primeros pasos
- Lee el issue completo y luego la guía de contribución del proyecto.
- Comenta en el issue que vas a ocuparte — evita que dos personas hagan lo mismo.
- Haz un fork del repositorio y trabaja en una rama.
- Abre un pull request que haga referencia al número del issue.
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