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| Section | Weight | Objectives |
|---|
| Topic 1: Virtual Warehouses | 20% | - Resource monitors - Warehouse sizing and scaling - Warehouse performance optimization - Virtual warehouse creation and management
|
| Topic 2: Account Management and Security | 25% | - User management and authentication - Role-Based Access Control (RBAC) - Account management and billing - Security and governance management
|
| Topic 3: Data Protection and Disaster Recovery | 15% | - Snowflake Marketplace - Backup and restore procedures - Disaster recovery planning - Data replication
|
| Topic 4: Performance and Monitoring | 20% | - Resource monitoring and management - Clustering keys - Query history and profiling - Query performance optimization
|
| Topic 5: Data Management | 20% | - Data loading and unloading - Data sharing and replication - Time Travel and Fail-safe - Database object management
|
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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q45-Q50):
NEW QUESTION # 45
What are benefits of using Snowflake organizations? (Choose two.)
- A. Administrators have the ability to create accounts in any available cloud provider or region.
- B. Administrators can change Snowflake account editions on-demand based on need.
- C. Administrators can monitor and understand usage across all accounts in the organization.
- D. Administrators can simplify data movement across all accounts within the organization.
- E. User administration is simplified across all accounts within the organization.
Answer: A,C
Explanation:
Snowflake organizations provide centralized usage monitoring across all accounts in the organization and give administrators the ability to create accounts in any supported cloud provider or region. These are the key benefits of using organizations in Snowflake.
NEW QUESTION # 46
MY_TABLE is a table that has not been updated or modified for several days. On 01 January 2021 at 07:01, a user executed a query to update this table. The query ID is '8e5d0ca9-005e-44e6-b858-a8f5b37c5726'. It is now 07:30 on the same day.
Which queries will allow the user to view the historical data that was in the table before this query was executed? (Choose three.)
- A. SELECT * FROM my_table PRIOR TO STATEMENT '8e5d0ca9-005e-44e6-b858-a8f5b37c5726';
- B. SELECT * FROM my_table AT(TIMESTAMP => '2021-01-01 07:00:00'::timestamp);
- C. SELECT * FROM my_table WITH TIME TRAVEL(OFFSET => -60*30);
- D. SELECT * FROM my_table AT(OFFSET => -60*30);
- E. SELECT * FROM my_table BEFORE(STATEMENT => '8e5d0ca9-005e-44e6-b858-a8f5b37c5726');
- F. SELECT * FROM TIME_TRAVEL('MY_TABLE', 2021-01-01 07:00:00);
Answer: B,D,E
Explanation:
Use Time Travel to view past table versions: (B) selects the table "as of" 07:00 via AT(TIMESTAMP => ...); (E) selects "as of" 30 minutes earlier via AT(OFFSET => -60*30); (F) selects the state before the specified statement via BEFORE(STATEMENT => '<query_id>').
NEW QUESTION # 47
A team of developers created a new schema for a new project. The developers are assigned the role DEV_TEAM which was set up using the following statements:
USE ROLE SECURITYADMIN;
CREATE ROLE DEV_TEAM;
GRANT USAGE, CREATE SCHEMA ON DATABASE DEV_DB01 TO ROLE DEV_TEAM;
GRANT USAGE ON WAREHOUSE DEV_WH TO ROLE DEV_TEAM;
Each team member's access is set up using the following statements:
USE ROLE SECURITYADMIN;
CREATE ROLE JDOE_PROFILE;
CREATE USER JDOE LOGIN_NAME = 'JDOE' DEFAULT ROLE='JDOE_PROFILE';
GRANT ROLE JDOE_PROFILE TO USER JDOE;
GRANT ROLE DEV_TEAM TO ROLE JDOE_PROFILE;
New tables created by any of the developers are not accessible by the team as a whole.
How can an Administrator address this problem?
- A. Set up the new schema as a managed-access schema.
- B. Set up future grants on the newly-created schemas.
- C. Assign ownership privilege to DEV_TEAM on the newly-created schema.
- D. Assign usage privilege on the virtual warehouse DEV_WH to the role JDOE_PROFILE.
Answer: B
Explanation:
Future grants allow privileges to be automatically granted on objects created in the future within a schema. By configuring future grants on the schema, privileges such as SELECT can automatically be granted to the DEV_TEAM role whenever new tables are created. This ensures that all developers using the DEV_TEAM role can access newly created tables without requiring manual privilege grants after each table creation.
NEW QUESTION # 48
A Snowflake Administrator needs to persist all virtual warehouse configurations for auditing and backups. Given a table already exists with the following schema:
Table Name: VWH_META
Column 1: SNAPSHOT_TIME TIMESTAMP_NTZ
Column 2: CONFIG VARIANT
Which commands should be executed to persist the warehouse data at the time of execution in JSON format in the table VWH_META?
- A. SHOW WAREHOUSES;
INSERT INTO VWH_META
SELECT CURRENT_TIMESTAMP(),
OBJECT_CONSTRUCT(*)
FROM TABLE(RESULT_SCAN(LAST_QUERY_ID())); - B. SHOW WAREHOUSES;
INSERT INTO VWH_META
SELECT CURRENT_TIMESTAMP(),
FROM TABLE(RESULT_SCAN(LAST_QUERY_ID(1))); - C. SHOW WAREHOUSES;
INSERT INTO VWH_META
SELECT CURRENT_TIMESTAMP(), *
FROM TABLE(RESULT_SCAN(LAST_QUERY_ID())); - D. SHOW WAREHOUSES;
INSERT INTO VWH_META
SELECT CURRENT_TIMESTAMP(), *
FROM TABLE(RESULT_SCAN(SELECT LAST_QUERY_ID(-1)));
Answer: A
Explanation:
To persist warehouse configurations in JSON format, the result set from SHOW WAREHOUSES must be captured and converted into a variant object. Using OBJECT_CONSTRUCT(*) with RESULT_SCAN(LAST_QUERY_ID()) stores the full warehouse configuration snapshot as JSON in the CONFIG VARIANT column, along with the timestamp.
NEW QUESTION # 49
What are characteristics of data replication in Snowflake? (Choose three.)
- A. Replication can only occur within the same cloud provider.
- B. To start replication run the ALTER DATABASE ... REFRESH command on the account where the secondary database resides.
- C. The ALTER DATABASE ... ENABLE REPLICATION TO ACCOUNTS command must be issued from the primary account.
- D. Users can have unlimited primary databases and they can be replicated to an unlimited number of accounts if all accounts are within the same organization.
- E. Databases created from shares can be replicated.
- F. Users must be granted REPLICATIONADMIN privileges in order to enable replication.
Answer: B,C,E
Explanation:
Replication must be enabled on the primary account using ALTER DATABASE ... ENABLE REPLICATION TO ACCOUNTS.
To refresh replicated data, ALTER DATABASE ... REFRESH is executed on the secondary database.
Databases created from shares can also be replicated.
NEW QUESTION # 50
......
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