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Question 73 - ARA-C01 discussion

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An Architect is designing a pipeline to stream event data into Snowflake using the Snowflake Kafka connector. The Architect's highest priority is to configure the connector to stream data in the MOST cost-effective manner.

Which of the following is recommended for optimizing the cost associated with the Snowflake Kafka connector?

A.
Utilize a higher Buffer.flush.time in the connector configuration.
Answers
A.
Utilize a higher Buffer.flush.time in the connector configuration.
B.
Utilize a higher Buffer.size.bytes in the connector configuration.
Answers
B.
Utilize a higher Buffer.size.bytes in the connector configuration.
C.
Utilize a lower Buffer.size.bytes in the connector configuration.
Answers
C.
Utilize a lower Buffer.size.bytes in the connector configuration.
D.
Utilize a lower Buffer.count.records in the connector configuration.
Answers
D.
Utilize a lower Buffer.count.records in the connector configuration.
Suggested answer: A

Explanation:

The minimum value supported for the buffer.flush.time property is 1 (in seconds). For higher average data flow rates, we suggest that you decrease the default value for improved latency. If cost is a greater concern than latency, you could increase the buffer flush time. Be careful to flush the Kafka memory buffer before it becomes full to avoid out of memory exceptions. https://docs.snowflake.com/en/user-guide/data-load-snowpipe-streaming-kafka

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asked 23/09/2024
Jorge Andres Gutierrez
30 questions
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