Snowflake ARA-C01 practice materials Questions Answers

Exam Code:
ARA-C01
Exam Name:
SnowPro Advanced: Architect Certification Exam
Last Update:
Jun 01,2026

162 Questions Answers Verified by Experts!


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Page: 1 / 33
Total Questions: 162

Questions & Answers PDF

• Question 1

  

  An Architect uses COPY INTO with the ON_ERROR=SKIP_FILE option to bulk load CSV files into a table called TABLEA, using its table stage. One file named file5.csv fails to load. The Architect fixes the file and re-loads it to the stage with the exact same file name it had previously.Which commands should the Architect use to load only file5.csv file from the stage? (Choose two.)

  • COPY INTO tablea FROM @%tablea RETURN_FAILED_ONLY = TRUE;
  • COPY INTO tablea FROM @%tablea;
  • COPY INTO tablea FROM @%tablea FILES = ('file5.csv');
  • COPY INTO tablea FROM @%tablea FORCE = TRUE;
  • COPY INTO tablea FROM @%tablea NEW_FILES_ONLY = TRUE;
  • COPY INTO tablea FROM @%tablea MERGE = TRUE;

  Reveal Answer Answer: B, ,E Next Question

• Question 2

  

  When loading data into a table that captures the load time in a column with a default value of either CURRENT_TIME() or CURRENT_TIMESTAMP() what will occur?

  • All rows loaded using a specific COPY statement will have varying timestamps based on when the rows were inserted.
  • Any rows loaded using a specific COPY statement will have varying timestamps based on when the rows were read from the source.
  • Any rows loaded using a specific COPY statement will have varying timestamps based on when the rows were created in the source.
  • All rows loaded using a specific COPY statement will have the same timestamp value.

  Reveal Answer Answer: C Next Question

• Question 3

  

  What are some of the characteristics of result set caches? (Choose three.)

  • Time Travel queries can be executed against the result set cache.
  • Snowflake persists the data results for 24 hours.
  • Each time persisted results for a query are used, a 24-hour retention period is reset.
  • The data stored in the result cache will contribute to storage costs.
  • The retention period can be reset for a maximum of 31 days.
  • The result set cache is not shared between warehouses.

  Reveal Answer Answer: B, ,C, ,E Next Question

• Question 4

  

  A company is storing large numbers of small JSON files (ranging from 1-4 bytes) that are received from IoT devices and sent to a cloud provider. In any given hour, 100,000 files are added to the cloud provider.What is the MOST cost-effective way to bring this data into a Snowflake table?

  • An external table
  • A pipe
  • A stream
  • A copy command at regular intervals

  Reveal Answer Answer: B Next Question

• Question 5

  

  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?

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

  Reveal Answer Answer: A Next Question

• Question 6

  

  What are purposes for creating a storage integration? (Choose three.)

  • Control access to Snowflake data using a master encryption key that is maintained in the cloud provider’s key management service.
  • Store a generated identity and access management (IAM) entity for an external cloud provider regardless of the cloud provider that hosts the Snowflake account.
  • Support multiple external stages using one single Snowflake object.
  • Avoid supplying credentials when creating a stage or when loading or unloading data.
  • Create private VPC endpoints that allow direct, secure connectivity between VPCs without traversing the public internet.
  • Manage credentials from multiple cloud providers in one single Snowflake object.

  Reveal Answer Answer: B, ,C, ,D Next Question

• Question 7

  

  What integration object should be used to place restrictions on where data may be exported?

  • Stage integration
  • Security integration
  • Storage integration
  • API integration

  Reveal Answer Answer: C Next Question

• Question 8

  

  The Data Engineering team at a large manufacturing company needs to engineer data coming from many sources to support a wide variety of use cases and data consumer requirements which include:

  • Finance and Vendor Management team members who require reporting and visualization
  • Data Science team members who require access to raw data for ML model development
  • Sales team members who require engineered and protected data for data monetization What Snowflake data modeling approaches will meet these requirements? (Choose two.)
  • Consolidate data in the company’s data lake and use EXTERNAL TABLES.
  • Create a raw database for landing and persisting raw data entering the data pipelines.
  • Create a set of profile-specific databases that aligns data with usage patterns.
  • Create a single star schema in a single database to support all consumers’ requirements.
  • Create a Data Vault as the sole data pipeline endpoint and have all consumers directly access the Vault.

  Reveal Answer Answer: D, ,E Next Question

• Question 9

  

  There are two databases in an account, named fin_db and hr_db which contain payroll and employee data, respectively. Accountants and Analysts in the company require different permissions on the objects in these databases to perform their jobs. Accountants need read-write access to fin_db but only require read-only access to hr_db because the database is maintained by human resources personnel.An Architect needs to create a read-only role for certain employees working in the human resources department.Which permission sets must be granted to this role?

  • USAGE on database hr_db, USAGE on all schemas in database hr_db, SELECT on all tables in database hr_db
  • USAGE on database hr_db, SELECT on all schemas in database hr_db, SELECT on all tables in database hr_db
  • MODIFY on database hr_db, USAGE on all schemas in database hr_db, USAGE on all tables in database hr_db
  • USAGE on database hr_db, USAGE on all schemas in database hr_db, REFERENCES on all tables in database hr_db

  Reveal Answer Answer: A Next Question

• Question 10

  

  What built-in Snowflake features make use of the change tracking metadata for a table? (Choose two.)

  • The MERGE command
  • The UPSERT command
  • The CHANGES clause
  • A STREAM object
  • Thee CHANGE_DATA_CAPTURE command

  Reveal Answer Answer: C, ,D Next Question

Page: 1 / 33
Total Questions: 162

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