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Snowflake SnowPro Advanced Architect Exam Questions
SnowPro Advanced Architect (Page 11 )

Updated On: 10-Mar-2026
Page 4 of 23
PDF with 228 Questions

A Data Engineer is designing a near real-time ingestion pipeline for a retail company to ingest event logs into Snowflake to derive insights. A Snowflake Architect is asked to define security best practices to configure access control privileges for the data load for auto-ingest to Snowpipe.

What are the MINIMUM object privileges required for the Snowpipe user to execute Snowpipe?

  1. OWNERSHIP on the named pipe, USAGE on the named stage, target database, and schema, and INSERT and SELECT on the target table
  2. OWNERSHIP on the named pipe, USAGE and READ on the named stage, USAGE on the target database and schema, and INSERT end SELECT on the target table
  3. CREATE on the named pipe, USAGE and READ on the named stage, USAGE on the target database and schema, and INSERT end SELECT on the target table
  4. USAGE on the named pipe, named stage, target database, and schema, and INSERT and SELECT on the target table

Answer(s): B



The IT Security team has identified that there is an ongoing credential stuffing attack on many of their organization's system.

What is the BEST way to find recent and ongoing login attempts to Snowflake?

  1. Call the LOGIN_HISTORY Information Schema table function.
  2. Query the LOGIN_HISTORY view in the ACCOUNT_USAGE schema in the SNOWFLAKE database.
  3. View the History tab in the Snowflake UI and set up a filter for SQL text that contains the text "LOGIN".
  4. View the Users section in the Account tab in the Snowflake UI and review the last login column.

Answer(s): A



An Architect has a VPN_ACCESS_LOGS table in the SECURITY_LOGS schema containing timestamps of the connection and disconnection, username of the user, and summary statistics.

What should the Architect do to enable the Snowflake search optimization service on this table?

  1. Assume role with OWNERSHIP on future tables and ADD SEARCH OPTIMIZATION on the SECURITY_LOGS schema.
  2. Assume role with ALL PRIVILEGES including ADD SEARCH OPTIMIZATION in the SECURITY LOGS schema.
  3. Assume role with OWNERSHIP on VPN_ACCESS_LOGS and ADD SEARCH OPTIMIZATION in the SECURITY_LOGS schema.
  4. Assume role with ALL PRIVILEGES on VPN_ACCESS_LOGS and ADD SEARCH OPTIMIZATION in the SECURITY_LOGS schema.

Answer(s): C



A table contains five columns and it has millions of records. The cardinality distribution of the columns is shown below:



Column C4 and C5 are mostly used by SELECT queries in the GROUP BY and ORDER BY clauses.
Whereas columns C1, C2 and C3 are heavily used in filter and join conditions of SELECT queries.

The Architect must design a clustering key for this table to improve the query performance.

Based on Snowflake recommendations, how should the clustering key columns be ordered while defining the multi-column clustering key?

  1. C5, C4, C2
  2. C3, C4, C5
  3. C1, C3, C2
  4. C2, C1, C3

Answer(s): D



Which security, governance, and data protection features require, at a MINIMUM, the Business Critical edition of Snowflake? (Choose two.)

  1. Extended Time Travel (up to 90 days)
  2. Customer-managed encryption keys through Tri-Secret Secure
  3. Periodic rekeying of encrypted data
  4. AWS, Azure, or Google Cloud private connectivity to Snowflake
  5. Federated authentication and SSO

Answer(s): B,D



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