DEA-C02 Exam Dumps | You are designing a data pipeline that uses the Snowflake SQLAPI to execute a series of complex SQL queries.

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Question 38/149

You are designing a data pipeline that uses the Snowflake SQLAPI to execute a series of complex SQL queries. These queries involve multiple joins, aggregations, and user-defined functions (UDFs). You need to ensure that the pipeline is resilient to transient network errors and can handle a large volume of concurrent requests. Which of the following strategies would you implement to enhance the reliability and performance of your pipeline?

A. Implement exponential backoff and retry logic in your client application to handle transient errors when calling the SQL API.

B. Increase the timeout value for the SQL API requests to accommodate potentially long-running queries.

C. Use the SQL API's asynchronous execution mode and poll for query status to handle long-running queries without blocking.

D. Bundle all the SQL queries into a single, large SQL statement to reduce the number of API calls.

E. Disable query result caching in Snowflake to ensure that the pipeline always retrieves the latest data.

Correct Answer: A,B,C

Implementing exponential backoff and retry logic (A) addresses transient network errors. Increasing the timeout value (B) prevents premature termination of long-running queries. Using asynchronous execution (C) allows for non-blocking query execution and monitoring of query status. Bundling all queries into a single statement (D) can negatively impact performance and scalability. Disabling query result caching (E) is generally not recommended, as it can increase query execution time and resource consumption.

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