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Snowflake ADA-C02 Exam Syllabus Topics:

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

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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q28-Q33):

NEW QUESTION # 28
What Snowflake capabilities are commonly used in rollback scenarios? (Choose two.)

A. Contact Snowflake Support to retrieve Fail-safe data.
B. ALTER TABLE prd_table SWAP WITH prd_table_bkp;
C. SELECT SYSTEM$CANCEL_QUERY('problematic_query_id');
D. CREATE TABLE prd_table_bkp CLONE prd_table BEFORE (STATEMENT => 'problematic_query_id');
E. CREATE TABLE prd_table_bkp as SELECT * from table(result_scan('problematic_query_id'));

Answer: B,D

Explanation:
Creating a clone of a table at a point in time before a problematic statement uses Snowflake Time Travel to restore the table’s previous state without copying data. This allows recovery of the table as it existed before the issue occurred.
Swapping tables enables a fast rollback by exchanging the original production table with the restored backup table. This operation is metadata-only and allows immediate restoration of the previous version of the data with minimal downtime.

NEW QUESTION # 29
Which Snowflake objects can be managed using SCIM integration? (Choose two.)

A. Stages
B. Users
C. Warehouses
D. Roles
E. Shares

Answer: B,D

Explanation:
SCIM integration in Snowflake is used to manage users and roles for automated provisioning and de-provisioning from external identity providers.

NEW QUESTION # 30
Which statement allows a Snowflake Administrator to retrieve the network policy applied to their Snowflake account?

A. SHOW PARAMETERS LIKE ‘NETWORK POLICY’ IN ACCOUNT;
B. SHOW NETWORK POLICIES IN ACCOUNT;
C. DESC NETWORK POLICY <policy_name>;
D. SHOW NETWORK POLICIES;

Answer: A

Explanation:
The network policy applied at the account level is stored as an account parameter. Using a SHOW PARAMETERS command with the filter for NETWORK POLICY at the account scope returns the currently configured value, which identifies the network policy associated with the account.

NEW QUESTION # 31
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. Transaction locking in Snowflake is enforced exclusively at the row and table levels.
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. Queries executed within a given transaction see that transaction's uncommitted changes.

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 # 32
What is the default data retention period for transient databases, schemas, and tables for Snowflake Enterprise edition and higher?

A. 14 days
B. 90 days
C. 30 days
D. 1 day

Answer: D

Explanation:
Transient databases, schemas, and tables are designed for temporary or non-critical data and therefore have a default Time Travel retention period of one day. Even in Enterprise Edition and higher, the default retention for transient objects remains one day, although permanent objects can have longer retention periods configured.

NEW QUESTION # 33
......

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