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You are troubleshooting a data transformation job that is experiencing performance issues. The job is using AWS Glue to read data from an Amazon S3 bucket, transform it using a custom script, and write the result back to S3. Which of the following steps should you take to identify and resolve the issue?
A
Check the Glue job logs for any error messages or warnings and review the custom script for potential issues.
B
Monitor the Glue job's performance metrics, such as CPU and memory usage, and adjust the allocated resources if necessary.
C
Verify that the data in the S3 bucket is in the expected format and schema, and ensure that the Glue data catalog is correctly configured.
D
All of the above.