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Exam Professional Data Engineer All Questions

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Exam Professional Data Engineer topic 1 question 255 discussion

Actual exam question from Google's Professional Data Engineer
Question #: 255
Topic #: 1
[All Professional Data Engineer Questions]

You have an Oracle database deployed in a VM as part of a Virtual Private Cloud (VPC) network. You want to replicate and continuously synchronize 50 tables to BigQuery. You want to minimize the need to manage infrastructure. What should you do?

  • A. Deploy Apache Kafka in the same VPC network, use Kafka Connect Oracle Change Data Capture (CDC), and Dataflow to stream the Kafka topic to BigQuery.
  • B. Create a Pub/Sub subscription to write to BigQuery directly. Deploy the Debezium Oracle connector to capture changes in the Oracle database, and sink to the Pub/Sub topic.
  • C. Deploy Apache Kafka in the same VPC network, use Kafka Connect Oracle change data capture (CDC), and the Kafka Connect Google BigQuery Sink Connector.
  • D. Create a Datastream service from Oracle to BigQuery, use a private connectivity configuration to the same VPC network, and a connection profile to BigQuery.
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Suggested Answer: D 🗳️

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raaad
Highly Voted 10 months ago
Selected Answer: D
- Datastream is a serverless and easy-to-use change data capture (CDC) and replication service. - You would create a Datastream service that sources from your Oracle database and targets BigQuery, with private connectivity configuration to the same VPC. - This option is designed to minimize the need to manage infrastructure and is a fully managed service.
upvoted 11 times
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JyoGCP
Most Recent 8 months, 1 week ago
Selected Answer: D
D. Datastream
upvoted 2 times
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scaenruy
10 months ago
Selected Answer: D
D. Create a Datastream service from Oracle to BigQuery, use a private connectivity configuration to the same VPC network, and a connection profile to BigQuery.
upvoted 2 times
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