GCP Pub/Sub Message Not Acknowledged Due to Timeout in Node.js with Google Cloud Client Library
I've spent hours debugging this and I'm deploying to production and I've searched everywhere and can't find a clear answer... I'm experiencing a timeout scenario with Google Cloud Pub/Sub while trying to process messages in my Node.js application. Despite configuring the acknowledgment deadline to 30 seconds, some messages are still not acknowledged and result in a 'Message not acknowledged' behavior after timing out. I'm using the `@google-cloud/pubsub` library version 2.18.0. My subscriber is set up like this: ```javascript const { PubSub } = require('@google-cloud/pubsub'); const pubsub = new PubSub(); const subscriptionName = 'my-subscription'; const subscription = pubsub.subscription(subscriptionName); const messageHandler = (message) => { console.log(`Received message: ${message.id}`); // Simulate processing time setTimeout(() => { message.ack(); console.log(`Acknowledged message: ${message.id}`); }, 35000); // Acknowledging after 35 seconds }; subscription.on('message', messageHandler); ``` In this code, I'm intentionally delaying the acknowledgment to simulate a long processing task. However, after 30 seconds, I get the following behavior in my logs: `behavior: Message not acknowledged after timeout`. I've tried increasing the acknowledgment deadline on the subscription, but it doesn't seem to help. This is critical since the messages contain important data that must be processed reliably. What can I do to ensure messages are acknowledged correctly, even if processing takes longer than the initial deadline? The project is a mobile app built with Javascript. Could someone point me to the right documentation? This is part of a larger web app I'm building. What's the correct way to implement this?