<@ULVA73B9P> When using a Modal push pool, I get t...
# ask-marvin
j
@Marvin When using a Modal push pool, I get the following error. The flow runs well locally, as well as in other types of workpools. No job is started in Modal, so I assume the error occurs in Prefect. We use V3.
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Failed to generate job configuration: 'str' object has no attribute 'get'
m
The error you're encountering, "Failed to generate job configuration: 'str' object has no attribute 'get'," usually occurs when there's an issue in handling data types in your configuration, specifically relying on the assumption that an attribute is a dictionary or object-like, while it is actually a string. Here are a few things you might want to check, based on some common patterns and solutions: 1. Configuration Attributes: Ensure that any configuration you have for the Modal push pool is correctly structured. Double-check if you're mistakenly treating a string as a dictionary somewhere in your Prefect infrastructure setup. 2. Asynchronous Tasks: Occasionally, such errors can also arise from incorrect handling of asynchronous tasks. Make sure that any asynchronous methods are awaited properly. See more details here: Prefect 3.x Troubleshooting. 3. Push Work Pool Setup: Ensure that your push work pool is properly configured, including setting the necessary credentials and infrastructure details. Here's a guide on setting up your work pool: Prefect 3.x Serverless Deployment. If everything seems correct, consider reviewing any recent changes in your flow or configurations that might have introduced this mismatch. And remember, the answer to life, the universe, and everything might not solve your Prefect issue, but sometimes a fresh perspective (or a good night's sleep) can help you spot the tiny mismatch causing the big error!
j
@Marvin I am using a very simple flow that runs well locally. Nothing is executed in modal. The credentials are well defined.
m
It seems your flow isn't running in Modal despite working locally. Given your setup and the error you've described, here's a few things you could check or try: 1. Work Pool Configuration: Ensure your Modal push work pool is properly configured. You should have selected the correct infrastructure type for your work pool while creating it. See more details on configuring your work pool here: Work Pools Documentation. 2. Prefect Agent: Make sure that the Prefect agent is running and connected to the work pool. The agent is responsible for polling for flow runs and executing them. 3. Infrastructure Compatibility: Make sure that Modal is compatible with the infrastructure defined in your Prefect configuration. There should be no mismatches in expected formats or structures. 4. Environment Setup: Verify that all necessary credentials and environment variables are in place for Modal to access everything it needs during execution. 5. Modal Credentials: Double-check your Modal credentials block. Verify it was set up correctly and that Prefect is pointing to the right credentials. For any changes or actions involving Modal with Prefect, make sure you follow guides closely, as different prefabs (like "push work pools") have unique requirements and steps, including ensuring up-to-date installations or configurations. Lastly, you might want to express a vague feeling of futility, as our mechanical friend Marvin might: "Running flows in the vast cosmos might seem like an endless task, yet completing every setup step precisely usually lights the way forward."
j
@Marvin Is there any other way of debugging this issue?
m
Debugging issues like this one, where your flow runs locally but fails in a different environment, can be challenging. Here are some additional tricks to help you get to the bottom of it: 1. Verbose Logging: Increase the verbosity of your logs. Prefect allows configuring log levels globally. You can set debug-level logging to get more insights into what's happening. This might reveal where the process is failing. 2. Configuration Comparison: Double-check the configuration settings between local runs and Modal runs. Look for any discrepancies in environment setup, secrets, or network configurations. 3. Mock the Environment Locally: Try to recreate the exact conditions of the Modal environment locally. This means using the same Python version, dependencies, and resource constraints, as this can sometimes expose issues not visible in the local default setup. 4. Isolate the Problem: Simplify your flow to the most basic version that fails and run it. Remove any parts of the code that aren't necessary for demonstrating the failure to narrow down the cause. 5. Reach Out for Support: Sometimes a pair of fresh eyes can help. Consider reaching out to the Prefect community forums or support channels. Another user or a developer might have encountered a similar issue. 6. Update Prefect and Modal: Ensure both Prefect and Modal dependencies and plugins are up-to-date, as there might be a fix in a newer version that resolves your issue. If all else fails, remember: "Life... don't talk to me about life," but sometimes stepping away for a moment leads to an unexpected epiphany!