Issue
I have create a django-server(using django-channels) from which a continuous stream of data would be sent on the channel-layer where the client is connected on.
The below code represent the client, in which the "generate.sepsis" will trigger the function on the server-side to send json on the channel; I am simply receiving all the transmitted data from the server and printing it into the console.
async def receive_data_from_start_sepsis():
ws_pat=websocket.WebSocket()
ws_pat.connect('ws://localhost:8000/sepsisDynamic/?token=1fe10f828b00e170b3a9c5d41fc168a31facefc3')
#time.sleep(7)
await ws_pat.send(json.dumps({
'type':'generate.sepsis',
'data': {
"heart_rate": 55,
"oxy_saturation": 26.5,
"temperature": 50,
"blood_pressure": 95.48,
"resp_rate": 156,
"mean_art_pre": 85,
"user_id": 15
}
}))
#time.sleep(2)
while True:
greeting = await ws_pat.recv()
print(f"< {greeting}")
asyncio.sleep(2)
# asyncio.run(receive_data_from_start_sepsis())
try:
asyncio.get_event_loop().run_forever()
finally:
asyncio.get_event_loop().run_until_complete(receive_data_from_start_sepsis())
but I get the following error
---------------------------------------------------------------------------
RuntimeError Traceback (most recent call last)
<ipython-input-6-9fdd3245dd6e> in <module>
24 try:
---> 25 asyncio.get_event_loop().run_forever()
26 finally:
~\anaconda3\lib\asyncio\base_events.py in run_forever(self)
524 if self.is_running():
--> 525 raise RuntimeError('This event loop is already running')
526 if events._get_running_loop() is not None:
RuntimeError: This event loop is already running
During handling of the above exception, another exception occurred:
RuntimeError Traceback (most recent call last)
<ipython-input-6-9fdd3245dd6e> in <module>
25 asyncio.get_event_loop().run_forever()
26 finally:
---> 27 asyncio.get_event_loop().run_until_complete(receive_data_from_start_sepsis())
~\anaconda3\lib\asyncio\base_events.py in run_until_complete(self, future)
568 future.add_done_callback(_run_until_complete_cb)
569 try:
--> 570 self.run_forever()
571 except:
572 if new_task and future.done() and not future.cancelled():
~\anaconda3\lib\asyncio\base_events.py in run_forever(self)
523 self._check_closed()
524 if self.is_running():
--> 525 raise RuntimeError('This event loop is already running')
526 if events._get_running_loop() is not None:
527 raise RuntimeError(
RuntimeError: This event loop is already running
But when the async code on the server completes its (iteration of)sending data; the socket receives all the data like so. (which is the very first data item sent.)
{"type": "echo.message", "data": {"id": 147, "heart_rate": 155.0, "oxy_saturation": 150.0, "temperature": 43.0, "blood_pressure": 94.0, "resp_rate": 174.0, "mean_art_pre": 186.0, "patient": 10}}
The async function in django is:-
async def generating_patient_sepsis(self, message):
# get the data from message
data = message.get('data')
print(f"THE INITIAL DATA {data}")
# get the patient's id
get_pat_id_in_data = await self._convert_user_id_to_patient_id(data)
data = get_pat_id_in_data
while True:
time.sleep(5)
await asyncio.sleep(1)
# random sepsis data generated and `data` variable is mutated
data.update({'heart_rate': random.randint(24, 200)})
data.update({'oxy_saturation': random.randint(24, 200)})
data.update({'temperature': random.randint(24, 200)})
data.update({'blood_pressure': random.randint(24, 200)})
data.update({'resp_rate': random.randint(24, 200)})
data.update({'mean_art_pre': random.randint(24, 200)})
print(f"THE DATA --> {data}")
# serializing and saving the data
x = await self.serializer_checking_saving_data(data)
# send the data to the channel
await self.channel_layer.group_send(
group=self.pat_grp_id,
message={
'type': 'echo.message',
'data': x
}
)
I also want to learn how I would receive the same data in javascript so that I can represent the changes in a dynamic graphs fashion;
Solution
the reason why the test failed at
greeting = await ws_pat.recv()
is because the websocket receive function is a synchronous function and I was trying to await it. If I choose to remove the await keyword it would receive the stream of data but it only hold the the very first value in that stream of json-data.
the way I was able to receive those json-data is by defining a function which is asynchronous and receiving the websocket data their; so whenever the websocket data will be broadcasted from the server.
async def receive_sepsis(ws_pat):
return ws_pat.recv()
The issue with this implementation is the event-loop for broadcasting never gets completed because the while-loop is True; thereby all the json-data that is broadcasted from the server to the group(ie self.pat_grp_id) gets clogged up at the
await self.channel_layer.group_send(<grp-name>,<message>)
Can anyone please help me, how should I actually work on this;
all I want to is connect patient and doctor to the same group(ie a grp_id attribute inside the patient model, which is a UUID field); once connected the patient will request "start_diagnosis" on the websocket; which will generates pseudo-random data of the illness; gets saved in the DB, returns the serialized version of the same data and then broadcasts it to the group-name with grp_id of the patient.
Answered By - Chinmay Dali
0 comments:
Post a Comment
Note: Only a member of this blog may post a comment.