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NEW QUESTION: 1
A Mobile Network Operator is building an analytics platform to analyze and optimize a company's operations using Amazon Athena and Amazon S3 The source systems send data in CSV format in real lime The Data Engineering team wants to transform the data to the Apache Parquet format before storing it on Amazon S3 Which solution takes the LEAST effort to implement?
A. Ingest CSV data from Amazon Kinesis Data Streams and use Amazon Kinesis Data Firehose to convert data into Parquet
B. Ingest CSV data using Apache Spark Structured Streaming in an Amazon EMR cluster and use Apache Spark to convert data into Parquet.
C. Ingest CSV data using Apache Kafka Streams on Amazon EC2 instances and use Kafka Connect S3 to serialize data as Parquet.
D. Ingest CSV data from Amazon Kinesis Data Streams and use Amazon Glue to convert data into Parquet
Answer: A
NEW QUESTION: 2
A Deployment Professional is reviewing a custom rule that is supposed to be catching internal users that might be leaking information. The customer has requested that events that are being used for this rule have the email address of the sender.
This information is in the payload in the format "email from: [email protected] subject:" Which regular expression should be used to create a custom property to fulfill this request?
A. \b(.+@[ˆ\.].*\.[a-z]{2,})\b
B. [A-Z0-9._%+-]+@[A-Z0-9.-]+\.[A-Z]{2,}$
C. \d(.+@[ˆ\.].*\.[a-z]{2,})\d
D. ˆ[A-Z0-9._%+-]+@[A-Z0-9.-]+\.[A-Z]{2,}
Answer: A
Explanation:
Explanation/Reference:
Example of a requglar expression for emails:
Email: (.+@[