The question asks for a query that returns exactly 10 randomly sampled rows from the ORDERS table every time it's run. Option D uses the correct Snowflake syntax TABLESAMPLE (10 ROWS) which performs fixed-size row sampling and returns exactly 10 random rows. Option A (FETCH 10) is incorrect as FETCH is used for pagination with ORDER BY, not random sampling. Option B (LIMIT 10) returns the first 10 rows based on the query's ordering, not random rows. Option C (SAMPLE (10)) is close but incomplete - the SAMPLE clause requires specifying either a percentage or number of rows explicitly (like SAMPLE (10 ROWS)), and the syntax shown would be interpreted as a percentage (10% of 12,000 rows = 1,200 rows), not 10 fixed rows. The community discussion with 100% consensus on D and the referenced Snowflake documentation confirms that TABLESAMPLE (n ROWS) is the correct approach for fixed-size random sampling.