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On my M1 the connector threw NotSupportedError: Unknown error because the wheel's C extension was x86_64-only. Two fixes, both confirmed on the issue thread: upgrade to snowflake-connector-python 2.7.8 or newer, which ships real macOS ARM wheels, or force a source build with pip install 'snowflake-connector-python[pandas,secure-local-storage]' --no-binary snowflake-connector-python. The collaborator reply confirmed ARM wheels started shipping in 2.7.8, and users verified both approaches. Source: https://github.com/snowflakedb/snowflake-connector-python/issues/986
Source: https://github.com/snowflakedb/snowflake-connector-python/issues/986