Option A is correct. The syntax for specifying a

) are byte-wise lexicographic and do not produce semantically expected results for number comparisons; dedicated vector similarity functions should be used instead. Option D is correct. The Snowpark Python library supports the VECTOR data type and vector similarity functions. While the sources specifically mention VECTOR_L2_DISTANCE in a Snowpark Python example, VECTOR_L1_DISTANCE is listed as one of the four core vector similarity functions provided by Snowflake Cortex, implying similar support in Snowpark Python. Option E is correct. SQL examples demonstrate the necessity of explicit casting when using array literals as vectors, such as .