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A data engineer is configuring an AWS Glue Apache Spark extract, transform, and load (ETL)...

A data engineer is configuring an AWS Glue Apache Spark extract, transform, and load (ETL) job. The job contains a sort-merge join of two large and equally sized DataFrames.

The job is failing with the following error: No space left on device.

Which solution will resolve the error?

A.

Use the AWS Glue Spark shuffle manager.

B.

Deploy an Amazon Elastic Block Store (Amazon EBS) volume for the job to use.

C.

Convert the sort-merge join in the job to be a broadcast join.

D.

Convert the DataFrames to DynamicFrames, and perform a DynamicFrame join in the job.

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