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ARA-C01 - SnowPro Advanced: Architect Certification Exam

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ARA-C01 Questions and Answers

Question # 1

A company is designing its serving layer for data that is in cloud storage. Multiple terabytes of the data will be used for reporting. Some data does not have a clear use case but could be useful for experimental analysis. This experimentation data changes frequently and is sometimes wiped out and replaced completely in a few days.

The company wants to centralize access control, provide a single point of connection for the end-users, and maintain data governance.

What solution meets these requirements while MINIMIZING costs, administrative effort, and development overhead?

A.

Import the data used for reporting into a Snowflake schema with native tables. Then create external tables pointing to the cloud storage folders used for the experimentation data. Then create two different roles with grants to the different datasets to match the different user personas, and grant these roles to the corresponding users.

B.

Import all the data in cloud storage to be used for reporting into a Snowflake schema with native tables. Then create a role that has access to this schema and manage access to the data through that role.

C.

Import all the data in cloud storage to be used for reporting into a Snowflake schema with native tables. Then create two different roles with grants to the different datasets to match the different user personas, and grant these roles to the corresponding users.

D.

Import the data used for reporting into a Snowflake schema with native tables. Then create views that have SELECT commands pointing to the cloud storage files for the experimentation data. Then create two different roles to match the different user personas, and grant these roles to the corresponding users.

Question # 2

Data is being imported and stored as JSON in a VARIANT column. Query performance was fine, but most recently, poor query performance has been reported.

What could be causing this?

A.

There were JSON nulls in the recent data imports.

B.

The order of the keys in the JSON was changed.

C.

The recent data imports contained fewer fields than usual.

D.

There were variations in string lengths for the JSON values in the recent data imports.

Question # 3

A Snowflake Architect is setting up database replication to support a disaster recovery plan. The primary database has external tables.

How should the database be replicated?

A.

Create a clone of the primary database then replicate the database.

B.

Move the external tables to a database that is not replicated, then replicate the primary database.

C.

Replicate the database ensuring the replicated database is in the same region as the external tables.

D.

Share the primary database with an account in the same region that the database will be replicated to.

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