# Troubleshooting AWS Glue If you encounter issues when working with AWS Glue, consult the topics in this section. | | | --- | | For Apache Spark troubleshooting in AWS Glue, see [Generative AI troubleshooting for Apache Spark in AWS Glue](https://docs.aws.amazon.com/glue/latest/dg/troubleshoot-spark.html) which provides AI-powered assistance for diagnosing and resolving Spark job issues. Transform your Apache Spark troubleshooting with our AI-powered Troubleshooting Agent, now supporting all major deployment modes including AWS Glue, Amazon EMR-EC2, Amazon EMR-Serverless and Amazon SageMaker AI Notebooks. This powerful agent eliminates complex debugging processes by combining natural language interactions, real-time workload analysis, and smart code recommendations into a seamless experience. For implementation details, refer to [What is Apache Spark Troubleshooting Agent for Amazon EMR](https://docs.aws.amazon.com/emr/latest/ReleaseGuide/spark-troubleshoot.html). | **Topics** + [Gathering AWS Glue troubleshooting information](troubleshooting-contact-support.md) + [Troubleshooting Glue common setup errors](glue-troubleshooting-errors.md) + [Crawler errors when the crawler is using Lake Formation permissions](error-crawler-config-lf.md) + [Troubleshooting AWS Glue for Ray errors from logs](troubleshooting-ray.md) + [AWS Glue machine learning exceptions](exceptions-machine-learning.md) + [AWS Glue quotas](troubleshooting-service-limits.md)