ARA-C01 · Question #153
ARA-C01 Question #153: Real Exam Question with Answer & Explanation
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Question
A media company needs a data pipeline that will ingest customer review data into a Snowflake table, and apply some transformations. The company also needs to use Amazon Comprehend to do sentiment analysis and make the de-identified final data set available publicly for advertising companies who use different cloud providers in different regions. The data pipeline needs to run continuously and efficiently as new records arrive in the object storage leveraging event notifications. Also, the operational complexity, maintenance of the infrastructure, including platform upgrades and security, and the development effort should be minimal. Which design will meet these requirements?
Options
- AIngest the data using copy into and use streams and tasks to orchestrate transformations. Export
- BIngest the data using Snowpipe and use streams and tasks to orchestrate transformations. Create
- CIngest the data into Snowflake using Amazon EMR and PySpark using the Snowflake Spark
- DIngest the data using Snowpipe and use streams and tasks to orchestrate transformations. Export
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