ARA-C01 exam dumps

ARA-C01 practice question 313 of 434

SnowPro® Advanced: Architect. Professional level, Snowflake. Free question with the correct answer and a full explanation.

ARA-C01 Question 313

Single answerDrivers

A global company is standardizing how several internal Java and Python applications connect to Snowflake. Security requires MFA for all interactive users, but the applications must run unattended in CI/CD pipelines and nightly batch jobs. The architecture team also wants to minimize long-term credential exposure and avoid rewriting SQL logic in the applications. Which approach should the architect recommend?

  1. A

    Use Snowflake JDBC and Python Connector with key-pair authentication through a dedicated service user for each application, and keep SQL execution in the application code or parameterized statements.

  2. B

    Use browser-based SSO authentication in the JDBC and Python drivers for the service accounts so the jobs inherit MFA and can run non-interactively.

  3. C

    Use username/password authentication for shared service accounts embedded in application configuration files, and rotate the passwords quarterly.

  4. D

    Replace the drivers with SnowSQL scripts launched from the applications because SnowSQL is the only Snowflake client that supports secure non-interactive execution.

Show answer and explanation

Correct answer: A

Explanation

For unattended application connectivity to Snowflake, architects should distinguish between interactive users and service accounts. MFA and browser-based SSO are appropriate for human access patterns, but automated applications typically require non-interactive authentication. Snowflake client drivers, including JDBC and the Python Connector, support key-pair authentication for service users, which is a recommended pattern to reduce password exposure while enabling automation. This also allows teams to continue using SQL through standard drivers without redesigning applications around a different client. In Snowflake documentation, key-pair authentication is specifically positioned for programmatic access, while SSO/browser-based authentication is intended for interactive sign-in experiences.

  • A. Correct.

    Correct. For unattended workloads, Snowflake drivers such as JDBC and the Python Connector support key-pair authentication, which is a common best practice for service users because it avoids interactive login flows and reduces reliance on long-lived passwords. This approach fits CI/CD and scheduled jobs. It also preserves existing SQL-based application logic because the applications can continue to use SQL through the drivers rather than being redesigned around another interface.

  • B. Incorrect.

    Incorrect. Browser-based SSO is designed for interactive authentication and is not appropriate for headless batch jobs or CI/CD pipelines. MFA requirements for human users do not imply that unattended service accounts should use interactive browser flows. This option reflects a common misconception that all authentication should be forced through SSO regardless of workload type.

  • C. Incorrect.

    Incorrect. While username/password authentication is technically possible, embedding passwords in application configuration creates higher operational and security risk than key-pair authentication. Quarterly rotation helps but does not address the core issue of storing reusable secrets. This is a plausible but weaker design compared to key-pair authentication for non-interactive service accounts.

  • D. Incorrect.

    Incorrect. SnowSQL can be used for automation, but it is not the only secure non-interactive client, and replacing application drivers with command-line script execution would add unnecessary complexity. Snowflake drivers already support secure programmatic connectivity patterns suitable for applications and pipelines.

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