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Snowflake ADA-C02 Exam Syllabus Topics:

Section	Objectives
Topic 1: Performance and Monitoring	- Performance tuning and optimization 1. Warehouse sizing and scaling strategies 2. Query performance analysis
Topic 2: Data Loading and Unloading	- Bulk and continuous data ingestion 1. Stages and file formats 2. COPY INTO operations
Topic 3: Data Protection and Recovery	- Backup and recovery mechanisms 1. Cloning and data recovery strategies 2. Time Travel and Fail-safe concepts
Topic 4: Snowflake Architecture and Virtual Warehouses	- Snowflake architecture concepts 1. Virtual warehouse usage and scaling 2. Separation of storage and compute
Topic 5: Account and Resource Administration	- Account configuration and management 1. Users, roles, and permissions 2. Resource monitors and governance basics
Topic 6: Security and Access Control	- Authentication and authorization 1. Role-based access control (RBAC) 2. Network policies and secure access

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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q20-Q25):

NEW QUESTION # 20
A company has many users in the role ANALYST who routinely query Snowflake through a reporting tool. The Administrator has noticed that the ANALYST users keep two small clusters busy all of the time, and occasionally they need three or four clusters of that size.
Based on this scenario, how should the Administrator set up a virtual warehouse to MOST efficiently support this group of users?

A. Create a standard X-Large warehouse, which is equivalent to four small clusters. Set the warehouse to auto-resume and auto-suspend, and give USAGE privileges to the ANALYST role.
B. Create a multi-cluster warehouse with MIN_CLUSTERS set to 2. Set the warehouse to auto-resume and auto-suspend, and give USAGE privileges to the ANALYST role. Allow the warehouse to auto-scale.
C. Create a multi-cluster warehouse with MIN_CLUSTERS set to 1. Give MANAGE privileges to the ANALYST role so this group can start and stop the warehouse, and increase the number of clusters as needed.
D. Create four virtual warehouses (sized Small through XL) and set them to auto-suspend and auto-resume. Have users in the ANALYST role select the appropriate warehouse based on how many queries are being run.

Answer: B

Explanation:
A multi-cluster warehouse with MIN_CLUSTERS = 2 matches typical usage, while auto-suspend and auto-resume ensure resources are only used when needed. Allowing auto-scaling handles peak periods efficiently, and giving USAGE (not MANAGE) to ANALYST users is secure and appropriate.

NEW QUESTION # 21
What is a characteristic of Snowflake's transaction locking and concurrency modeling?

A. A deadlock cannot occur in Snowflake, since concurrently executed queries and DML statements do not block one another.
B. Queries executed within a given transaction see that transaction's uncommitted changes.
C. If two queries are concurrently executed against the same table, one of the two queries will be blocked until the other query completes.
D. Transaction locking in Snowflake is enforced exclusively at the row and table levels.

Answer: A

Explanation:
Snowflake uses multi-version concurrency control (MVCC), which allows queries and DML statements to operate without blocking each other. This architecture eliminates the possibility of deadlocks because transactions work on snapshots of data rather than locking rows or tables in ways that could cause contention.

NEW QUESTION # 22
What are characteristics of Dynamic Data Masking? (Choose two.)

A. A masking policy that is currently set on a table can be dropped.
B. A single masking policy can be applied to columns in different tables.
C. The role that creates the masking policy will always see unmasked data in query results.
D. A single masking policy can be applied to columns with different data types.
E. A masking policy can be applied to the VALUE column of an external table.

Answer: A,B

Explanation:
A masking policy applied to a table or column can be dropped or replaced as needed.
The same masking policy can be reused and applied to columns in different tables.

NEW QUESTION # 23
What roles can be used to create network policies within Snowflake accounts? (Choose three.)

A. Any role that owns the database where the network policy is created
B. ACCOUNTADMIN
C. SECURITYADMIN
D. Any role with the global permission of CREATE NETWORK POLICY
E. SYSADMIN
F. ORGADMIN

Answer: B,C,F

Explanation:
SECURITYADMIN, ACCOUNTADMIN, and ORGADMIN roles can create network policies in Snowflake accounts. These roles have the necessary privileges to manage account-level security policies.

NEW QUESTION # 24
Company A uses Snowflake to manage audio files of call recordings. Company A hired Company B, who also uses Snowflake, to transcribe the audio files for further analysis.
Company A's Administrator created a share.
What object should be added to the share to allow Company B access to the files?

A. A secure view with a column for the stage name and a column for the file path.
B. A secure view with a column for pre-signed URLs.
C. A secure view with a column for METADATA$FILENAME.
D. A secure view with a column for file URLs.

Answer: A

Explanation:
Sharing a secure view with a column for the stage name and a column for the file path allows Company B to access the referenced files through Snowflake's external or internal stage, without exposing direct URLs. This maintains security and supports seamless access for the recipient.

NEW QUESTION # 25
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