Snowflake ADA-C02 Latest Exam Dumps, ADA-C02 Exam Course

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Snowflake ADA-C02 Exam Syllabus Topics:

Section	Weight	Objectives
Resource Management and Optimization	25%	- Database and object management 1. Storage management and clustering 2. Data retention and time travel 3. Schema design and object lifecycle - Virtual warehouse administration 1. Workload management and resource monitoring 2. Warehouse sizing, scaling and suspension 3. Cost optimization strategies
Performance Monitoring and Tuning	20%	- Query performance analysis 1. Materialized views and search optimization 2. Indexing and clustering keys optimization 3. Query profiling and execution plans - System monitoring and troubleshooting 1. Error logging and troubleshooting techniques 2. Workload isolation and concurrency control 3. Account and warehouse usage metrics
Data Sharing and Marketplace	10%	- Secure data sharing 1. Shares, readers and data providers 2. Secure views and data consumption - Snowflake Marketplace 1. Marketplace administration and governance 2. Listing and consuming data products
Account and Security Administration	30%	- Account configuration and management 1. Edition and feature configuration 2. Cost management and billing 3. Organization and account structures - Access control and security 1. User and privilege management 2. Data security and masking policies 3. Authentication and network policies 4. Role-based access control (RBAC) design
Business Continuity and Disaster Recovery	15%	- Disaster recovery planning 1. Failover and failback procedures 2. Recovery time and point objectives - Data protection and replication 1. Time travel and fail-safe configuration 2. Cross-region and cross-cloud replication 3. Database cloning and backup strategies

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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q25-Q30):

NEW QUESTION # 25
What is required for stages, without credentials, to limit data exfiltration after a storage Integration and associated stages are created?

A. ALTER ACCOUNT my_account SET
REQUIRE_STORAGE_INTEGRATION_FOR_STAGE_CREATION = true;
ALTER ACCOUNT my_account SET
REQUIRE_STORAGE_INTEGRATION_FOR_STAGE_OPERATION = true;
ALTER ACCOUNT my_account SET
PREVENT_UNLOAD_TO_INLINE_URL = true;
B. ALTER ACCOUNT my_account SET
REQUIRE_STORAGE_INTEGRATION_FOR_STAGE_CREATION = false;
ALTER ACCOUNT my_account SET
REQUIRE_STORAGE_INTEGRATION_FOR_STAGE_OPERATION = false;
ALTER ACCOUNT my_account SET
PREVENT_UNLOAD_TO_INLINE_URL = true;
C. ALTER ACCOUNT my_account SET
REQUIRE_STORAGE_INTEGRATION_FOR_STAGE_CREATION = false;
ALTER ACCOUNT my_account SET
REQUIRE_STORAGE_INTEGRATION_FOR_STAGE_OPERATION = false;
ALTER ACCOUNT my_account SET
PREVENT_UNLOAD_TO_INLINE_URL = false;
D. ALTER ACCOUNT my_account SET
REQUIRE_STORAGE_INTEGRATION_FOR_STAGE_CREATION = true;
ALTER ACCOUNT my_account SET
REQUIRE_STORAGE_INTEGRATION_FOR_STAGE_OPERATION = true;
ALTER ACCOUNT my_account SET
PREVENT_UNLOAD_TO_INLINE_URL = false;

Answer: A

Explanation:
To prevent data exfiltration, Snowflake requires storage integrations for both stage creation and stage operations, ensuring that unmanaged external locations cannot be used. Additionally, setting PREVENT_UNLOAD_TO_INLINE_URL = true blocks unloading directly to unsecured inline URLs. This configuration enforces secure stage usage tied to storage integrations.

NEW QUESTION # 26
A Snowflake organization MYORG consists of two Snowflake accounts:
Account Name Snowflake Region Snowflake Edition
ACCOUNT1 AWS_EU_WEST_2 ENTERPRISE
ACCOUNT2 AZURE_WESTEUROPE STANDARD
The ACCOUNT1 has a database PROD_DB and the ORGADMIN role enabled.
Management wants to have the PROD_DB database replicated to ACCOUNT2.
Are there any necessary configuration steps in ACCOUNT1 before the database replication can be configured and initiated in ACCOUNT2?

A. USE ROLE ORGADMIN;
SELECT SYSTEM$GLOBAL_ACCOUNT_SET_PARAMETER('MYORG.ACCOUNT1','ENABLE_ACCOUNT_DATABASE_REPLICATION','TRUE');
USE ROLE ACCOUNTADMIN;
ALTER DATABASE PROD_DB ENABLE REPLICATION TO ACCOUNTS MYORG.ACCOUNT2 IGNORE EDITION CHECK;
B. No configuration steps are necessary in ACCOUNT1. Replicating databases across accounts within the same Snowflake organization is enabled by default.
C. USE ROLE ORGADMIN;
SELECT SYSTEM$GLOBAL_ACCOUNT_SET_PARAMETER('MYORG.ACCOUNT1','ENABLE_ACCOUNT_DATABASE_REPLICATION','TRUE');
SELECT SYSTEM$GLOBAL_ACCOUNT_SET_PARAMETER('MYORG.ACCOUNT2','ENABLE_ACCOUNT_DATABASE_REPLICATION','TRUE');
USE ROLE ACCOUNTADMIN;
ALTER DATABASE PROD_DB ENABLE REPLICATION TO ACCOUNTS MYORG.ACCOUNT2;
D. It is not possible to replicate a database from an Enterprise edition Snowflake account to a Standard edition Snowflake account.

Answer: A

Explanation:
Replication between accounts requires both accounts to have replication enabled. Since ACCOUNT1 (Enterprise) replicates to ACCOUNT2 (Standard), the edition mismatch must be explicitly overridden. The correct configuration in ACCOUNT1 is to enable account-level database replication using SYSTEM$GLOBAL_ACCOUNT_SET_PARAMETER and then issue ALTER DATABASE PROD_DB ENABLE REPLICATION TO ACCOUNTS MYORG.ACCOUNT2 IGNORE EDITION CHECK;. The IGNORE EDITION CHECK clause is mandatory because Snowflake editions differ between the two accounts.

NEW QUESTION # 27
What role or roles should be used to properly create the object required to setup OAuth 2.0 integration?

A. ACCOUNTADMIN and SYSADMIN
B. Any role with GRANT USAGE on SECURITY INTEGRATION
C. ACCOUNTADMIN and SECURITYADMIN
D. ACCOUNTADMIN only

Answer: C

Explanation:
Creating an OAuth 2.0 security integration requires elevated security privileges. Snowflake requires either the ACCOUNTADMIN role or the SECURITYADMIN role to properly create and manage the security integration object.

NEW QUESTION # 28
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 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.
B. 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.
C. 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.
D. 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.

Answer: D

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 # 29
What are benefits of using Snowflake organizations? (Choose two.)

A. Administrators can simplify data movement across all accounts within the organization.
B. Administrators have the ability to create accounts in any available cloud provider or region.
C. User administration is simplified across all accounts within the organization.
D. Administrators can monitor and understand usage across all accounts in the organization.
E. Administrators can change Snowflake account editions on-demand based on need.

Answer: B,D

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 # 30
......

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