I have a django based web application where I am using Kafka to process some orders. Now I use Celery Workers to assign a Kafka Consumer to each topics. Each Kafka Consumer is assigned to a Kafka topic in the form of a Kafka tasks. However after a day or so, when I am submitting a task I am getting the following error :
_mysql.connection.query(self, query)
_mysql_exceptions.OperationalError: (2006, 'MySQL server has gone away')
The above exception was the direct cause of the following exception:
Below is how my tasks.py file looks like :
@shared_task
def init_kafka_consumer(topic):
try:
if topic is None:
raise Exception("Topic is none, unable to initialize kafka consumer")
logger.info("Spawning new task to subscribe to topic")
params = []
params.append(topic)
background_thread = Thread(target=sunscribe_consumer, args=params)
background_thread.start()
except Exception :
logger.exception("An exception occurred while reading message from kafka")
def sunscribe_consumer(topic) :
try:
if topic is None:
raise Exception("Topic is none, unable to initialize kafka consumer")
conf = {'bootstrap.servers': "localhost:9092", 'group.id': 'test', 'session.timeout.ms': 6000,
'auto.offset.reset': 'earliest'}
c = Consumer(conf)
logger.info("Subscribing consumer to topic "+str(topic[0]))
c.subscribe(topic)
# Read messages from Kafka
try:
while True:
msg = c.poll(timeout=1.0)
if msg is None:
continue
if msg.error():
raise KafkaException(msg.error())
else:
try:
objs = serializers.deserialize("json", msg.value())
for obj in objs:
order = obj.object
order = BuyOrder.objects.get(id=order.id) #Getting an error while accessing DB
if order.is_pushed_to_kafka :
return
order.is_pushed_to_kafka = True
order.save()
from web3 import HTTPProvider, Web3, exceptions
w3 = Web3(HTTPProvider(INFURA_MAIN_NET_ETH_URL))
processBuyerPayout(order,w3)
except Exception :
logger.exception("An exception occurred while de-serializing message")
except Exception :
logger.exception("An exception occurred while reading message from kafka")
finally:
c.close()
except Exception :
logger.exception("An exception occurred while reading message from kafka")
Is there anyway that I could check if database connection exists as soon as a task is received and if not, I can re-establish the connection?
According to https://github.com/celery/django-celery-results/issues/58#issuecomment-418413369 and comments above putting this code:
from django.db import close_old_connections
close_old_connections()
which is closing old connection and opening new one inside your task should helps.