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Actual exam question for Snowflake's SOL-C01 exam Question #: 51 Topic #: 1
You are tasked with creating a Snowflake Notebook that reads data from an external stage (AWS S3), transforms it using Python, and then loads the transformed data into a Snowflake table. The external stage requires authentication using AWS IAM roles. Which of the following steps are necessary to configure the connection and access the data from the external stage within your Snowflake Notebook using Python? (Choose all that apply.)
Options A, B, C, and E are essential. To access data in an external stage secured with IAM roles, you need a Snowflake storage integration object (A) that defines the connection to S3. You must grant privileges on this integration to the appropriate Snowflake role (B). The IAM role must be configured to trust Snowflake (C). Finally, you typically create an external table (E) that uses the storage integration to access the data in S3. Using bot03 directly (D) is generally not necessary and bypasses Snowflake's security and governance mechanisms for accessing external stages.
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