Snowflake snowpro advanced architect practice test
snowpro advanced architect
Last exam update: Nov 19 ,2025
Page 1 out of 7. Viewing questions 1-10 out of 61
Question 1
A healthcare company wants to share data with a medical institute. The institute is running a Standard edition of Snowflake; the healthcare company is running a Business Critical edition. How can this data be shared?
A.
The healthcare company will need to change the institutes Snowflake edition in the accounts panel.
B.
By default, sharing is supported from a Business Critical Snowflake edition to a Standard edition.
C.
Contact Snowflake and they will execute the share request for the healthcare company.
D.
Set the share_restriction parameter on the shared object to false.
Answer:
c
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Question 2
A company has several sites in different regions from which the company wants to ingest data. Which of the following will enable this type of data ingestion?
A.
The company must have a Snowflake account in each cloud region to be able to ingest data to that account.
B.
The company must replicate data between Snowflake accounts.
C.
The company should provision a reader account to each site and ingest the data through the reader accounts.
D.
The company should use a storage integration for the external stage.
Answer:
a
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Question 3
Files arrive in an external stage every 10 seconds from a proprietary system. The files range in size from 500 K to 3 MB. The data must be accessible by dashboards as soon as it arrives. How can a Snowflake Architect meet this requirement with the LEAST amount of coding? (Choose two.)
A.
Use Snowpipe with auto-ingest.
B.
Use a COPY command with a task.
C.
Use a materialized view on an external table.
D.
Use the COPY INTO command.
E.
Use a combination of a task and a stream.
Answer:
ae
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Question 4
How can an Architect enable optimal clustering to enhance performance for different access paths on a given table?
A.
Create multiple clustering keys for a table.
B.
Create multiple materialized views with different cluster keys.
C.
Create super projections that will automatically create clustering.
D.
Create a clustering key that contains all columns used in the access paths.
Answer:
b
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Question 5
Which security, governance, and data protection features require, at a MINIMUM, the Business Critical edition of Snowflake? (Choose two.)
A.
Extended Time Travel (up to 90 days)
B.
Customer-managed encryption keys through Tri-Secret Secure
C.
Periodic rekeying of encrypted data
D.
AWS, Azure, or Google Cloud private connectivity to Snowflake
E.
Federated authentication and SSO
Answer:
bd
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Question 6
An Architect runs the following SQL query: How can this query be interpreted?
A.
FILEROWS is a stage. FILE_ROW_NUMBER is line number in file.
B.
FILEROWS is the table. FILE_ROW_NUMBER is the line number in the table.
C.
FILEROWS is a file. FILE_ROW_NUMBER is the file format location.
D.
FILERONS is the file format location. FILE_ROW_NUMBER is a stage.
Answer:
a
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Question 7
A companys client application supports multiple authentication methods, and is using Okta. What is the best practice recommendation for the order of priority when applications authenticate to Snowflake?
A.
1. OAuth (either Snowflake OAuth or External OAuth)2. External browser3. Okta native authentication4. Key Pair Authentication, mostly used for service account users5. Password
B.
1. External browser, SSO2. Key Pair Authentication, mostly used for development environment users3. Okta native authentication4. OAuth (ether Snowflake OAuth or External OAuth)5. Password
C.
1. Okta native authentication2. Key Pair Authentication, mostly used for production environment users3. Password4. OAuth (either Snowflake OAuth or External OAuth)5. External browser, SSO
D.
1. Password2. Key Pair Authentication, mostly used for production environment users3. Okta native authentication4. OAuth (either Snowflake OAuth or External OAuth)5. External browser, SSO
Answer:
b
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Question 8
A Snowflake Architect is designing a multi-tenant application strategy for an organization in the Snowflake Data Cloud and is considering using an Account Per Tenant strategy. Which requirements will be addressed with this approach? (Choose two.)
A.
There needs to be fewer objects per tenant.
B.
Security and Role-Based Access Control (RBAC) policies must be simple to configure.
C.
Compute costs must be optimized.
D.
Tenant data shape may be unique per tenant.
E.
Storage costs must be optimized.
Answer:
ce
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Question 9
An Architect would like to save quarter-end financial results for the previous six years. Which Snowflake feature can the Architect use to accomplish this?
A.
Search optimization service
B.
Materialized view
C.
Time Travel
D.
Zero-copy cloning
E.
Secure views
Answer:
d
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Question 10
What are some of the characteristics of result set caches? (Choose three.)
A.
Time Travel queries can be executed against the result set cache.
B.
Snowflake persists the data results for 24 hours.
C.
Each time persisted results for a query are used, a 24-hour retention period is reset.
D.
The data stored in the result cache will contribute to storage costs.
E.
The retention period can be reset for a maximum of 31 days.
F.
The result set cache is not shared between warehouses.