DAS-C01 · Question #112
DAS-C01 Question #112: Real Exam Question with Answer & Explanation
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Question
An operations team notices that a few AWS Glue jobs for a given ETL application are failing. The AWS Glue jobs read a large number of small JOSN files from an Amazon S3 bucket and write the data to a different S3 bucket in Apache Parquet format with no major transformations. Upon initial investigation, a data engineer notices the following error message in the History tab on the AWS Glue console: "Command Failed with Exit Code 1." Upon further investigation, the data engineer notices that the driver memory profile of the failed jobs crosses the safe threshold of 50% usage quickly and reaches 90?5% soon after. The average memory usage across all executors continues to be less than 4%. The data engineer also notices the following error while examining the related Amazon CloudWatch Logs. What should the data engineer do to solve the failure in the MOST cost-effective way?
Options
- AChange the worker type from Standard to G.2X.
- BModify the AWS Glue ETL code to use the `groupFiles': `inPartition' feature.
- CIncrease the fetch size setting by using AWS Glue dynamics frame.
- DModify maximum capacity to increase the total maximum data processing units (DPUs) used.
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