To improve query performance, which class is used to bypass data conversions from Snowflake internal data types to Python data types?

• A. SnowflakeNoConverterToPython
• B. PythonNoConverterToSnowflake
• C. ByPassDataConversion
• D. SnowflakeNoConverter

Answer: (A)

Bypassing the work of translating Snowflake’s internal data types into Python objects reduces the CPU time spent on data conversion, which can noticeably speed up query results. The class SnowflakeNoConverterToPython is designed for this purpose, skipping those conversions and returning the raw Snowflake representations instead. This means you gain performance on fetch, but you’ll need to handle any required data parsing or casting yourself in Python. The other options don’t target this read-path optimization: one refers to a conversion direction that would affect writes, while the others are not the actual class name for this behavior.