Amazon Web Services AWS Certified Data Engineer - Associate (DEA-C01) Data-Engineer-Associate Question # 32 Topic 4 Discussion

Amazon Web Services AWS Certified Data Engineer - Associate (DEA-C01) Data-Engineer-Associate Question # 32 Topic 4 Discussion

Data-Engineer-Associate Exam Topic 4 Question 32 Discussion:
Question #: 32
Topic #: 4

A data engineer configured an AWS Glue Data Catalog for data that is stored in Amazon S3 buckets. The data engineer needs to configure the Data Catalog to receive incremental updates.

The data engineer sets up event notifications for the S3 bucket and creates an Amazon Simple Queue Service (Amazon SQS) queue to receive the S3 events.

Which combination of steps should the data engineer take to meet these requirements with LEAST operational overhead? (Select TWO.)


A.

Create an S3 event-based AWS Glue crawler to consume events from the SQS queue.


B.

Define a time-based schedule to run the AWS Glue crawler, and perform incremental updates to the Data Catalog.


C.

Use an AWS Lambda function to directly update the Data Catalog based on S3 events that the SQS queue receives.


D.

Manually initiate the AWS Glue crawler to perform updates to the Data Catalog when there is a change in the S3 bucket.


E.

Use AWS Step Functions to orchestrate the process of updating the Data Catalog based on 53 events that the SQS queue receives.


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