SOL-C01 Exam Dumps | You are using a Snowflake Notebook to build a Streamlit dashboard that allows users to filter sales data

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Snowflake.SOL-C01.v2026-01-13.q155
Question 54

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Question 54/155

You are using a Snowflake Notebook to build a Streamlit dashboard that allows users to filter sales data based on region and product category. The sales data is in a Snowflake table named
'SALES'. You want to enable users to select multiple regions and product categories from multi- select boxes in the Streamlit application. How would you construct the SQL query to efficiently filter the data based on the user's selections, using parameters passed from Streamlit?

Correct Answer: D

Option D provides the most accurate and secure way to construct the SQL query. By correctly formatting the lists of selected regions and categories as comma-separated strings with single quotes around each value and then embedding these strings within the `IN' clause, you avoid SQL injection vulnerabilities. Option E can be suitable if snowflake support ANY with Lists directly but D is more widely compatible way. The other options are either vulnerable to SQL injection (A and B), or incorrect in how they handle the list of selected values (C).

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