apache / pulsar-client-python

Apache Pulsar Python client library
https://pulsar.apache.org/
Apache License 2.0
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Singleton Pulsar Producer Using Python Client Not Working #214

Open usmandap opened 1 month ago

usmandap commented 1 month ago

I'm struggling with creating a singleton Apache Pulsar producer in a Django app. I have a Django application that needs to produce hundreds of messages every second. Instead of creating a new producer every time, I want to reuse the same producer that was created the first time.

The problem I'm facing is that the producer gets successfully created, I can see the logs. but if I try to send a message using the producer, it gets stuck without any error. Below is my code for creating the producer.

import logging
import os
import threading

import pulsar

from sastaticketpk.settings.config import PULSAR_ENABLED

logger = logging.getLogger(__name__)

PULSAR_ENV = os.environ.get("PULSAR_CONTAINER")

class PulsarClient:
    __producer = None
    __lock = threading.Lock()  # A lock to ensure thread-safe initialization of the singleton producer

    def __init__(self):
        """ Virtually private constructor. """
        raise RuntimeError("Call get_producer() instead")

    @classmethod
    def initialize_producer(cls):
        if PULSAR_ENABLED and PULSAR_ENV:
            logger.info("Creating pulsar producer")
            client = pulsar.Client(
                "pulsar://k8s-tooling-pulsarpr-7.elb.ap-southeast-1.amazonaws.com:6650"
            )
            # Create the producer
            try:
                cls.__producer = client.create_producer(
                    "persistent://public/default/gaf",
                    send_timeout_millis=1000
                )
                logger.info("Producer created successfully")
            except pulsar._pulsar.TopicNotFound as e:
                logger.error(f"Error creating producer: {e}")
            except Exception as e:
                logger.error(f"Error creating producer: {e}")

    @classmethod
    def get_producer(cls):
        logger.info(f"Producer value {cls.__producer}")
        if cls.__producer is None:
            with cls.__lock:
                if cls.__producer is None:
                    cls.initialize_producer()
        logger.info(f"Is producer connected {cls.__producer}")
        return cls.__producer

I'm importing it in one of the utility files that runs at the startup of the application. Below is the code for calling:

PULSAR_PRODUCER = PulsarClient.get_producer()

The above code works fine on my local setup, but when the same code is deployed on production (i.e., AWS ECS), it doesn't work. If I SSH into the Docker container and then run a Python shell and try to import PULSAR_PRODUCER, it shows as None. Please suggest what I might be missing, as I'm really stuck in understanding.

I have created the same issue on stackoverflow as well, https://stackoverflow.com/questions/78526293/singleton-pulsar-producer-using-python-client-not-working

merlimat commented 1 month ago

I would print the content of PULSAR_ENABLED and PULSAR_ENV in your code, since both of them need to be "true" for the producer to be initialized.

usmandap commented 1 month ago

@merlimat I can see the log Producer created successfully infact if I log "PULSAR_PRODUCER" I can see the producer is there it show me the address.

merlimat commented 1 month ago

Then the other explanation would be that the IP of your VM in AWS is not reachable.

You can also enable debug logging with, configuring the log level in the pulsar client instance: see https://pulsar.apache.org/api/python/3.5.x/pulsar.ConsoleLogger.html

usmandap commented 1 month ago

@merlimat The strange part is I call PULSAR_PRODUCER.is_connected it logs me True but not sure why it is not able to send a message to PULSAR.

merlimat commented 1 month ago

try enabling debug logs, it should give more clarity of where it gets stuck

usmandap commented 1 month ago

@merlimat Tried with enabling the internal logs, but I can't see any useful information.

Screenshot 2024-05-26 at 12 50 59 PM
usmandap commented 1 month ago

This is the last sending message immediately and right after that it stucks and nothing happens and no logs.