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Snowflake ADA-C02 Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Performance and Monitoring	20%	- Query performance optimization - Resource monitoring and management - Clustering keys - Query history and profiling
Topic 2: Data Protection and Disaster Recovery	15%	- Disaster recovery planning - Backup and restore procedures - Snowflake Marketplace - Data replication
Topic 3: Data Management	20%	- Data sharing and replication - Time Travel and Fail-safe - Data loading and unloading - Database object management
Topic 4: Virtual Warehouses	20%	- Warehouse performance optimization - Virtual warehouse creation and management - Resource monitors - Warehouse sizing and scaling
Topic 5: Account Management and Security	25%	- Account management and billing - User management and authentication - Security and governance management - Role-Based Access Control (RBAC)

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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q50-Q55):

NEW QUESTION # 50
What steps are required to set up OKTAAPI token integration in Snowflake?

A. grant role okta_provisioner to role ACCOUNTADMIN;
create or replace security integration okta_provisioning
type = scim
scim_client = 'okta'
run_as_role = 'OKTA PROVISIONER';
Update these steps every 12 months.
B. create or replace security integration okta_provisioning
type = scim
scim_client = 'okta'
run_as_role = 'OKTA PROVISIONER';
Update this step every 6 months.
C. use role ACCOUNTADMIN;
select system$ generate_scim_access_token ('OKTA PROVISIONING');
Update these steps every 6 months.
D. use role ACCOUNTADMIN;
select system$ generate_scim_access_token ('OKTA PROVISIONING');
Update these steps every 12 months.

Answer: C

Explanation:
Use the ACCOUNTADMIN role to generate the SCIM access token for Okta with system$generate_scim_access_token.
The access token must be regenerated and updated in Okta every 6 months for continued integration.

NEW QUESTION # 51
What SCIM integration types are supported in Snowflake? (Choose three.)

A. Azure Active Directory (Azure AD)
B. Amazon Web Services (AWS)
C. Okta
D. Duo Security Provisioning Connector
E. Custom
F. Google Cloud Platform (GCP)

Answer: A,C,E

Explanation:
Snowflake supports SCIM integrations with Okta, Azure Active Directory (Azure AD), and custom SCIM integrations. These allow automated provisioning and de-provisioning of users and roles. SCIM is not provided directly through AWS, GCP, or Duo.

NEW QUESTION # 52
What is a characteristic of Snowflake's transaction locking and concurrency modeling?

A. Transaction locking in Snowflake is enforced exclusively at the row and table levels.
B. A deadlock cannot occur in Snowflake, since concurrently executed queries and DML statements do not block one another.
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: B

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 # 53
In which scenario will use of an external table simplify a data pipeline?

A. When continuously writing data from a Snowflake table to external storage
B. When accessing a Snowflake table from a relational database
C. When accessing a Snowflake table that references data files located in cloud storage
D. When accessing a Snowflake table from an external database within the same region

Answer: C

Explanation:
External tables in Snowflake are specifically designed to reference and query data files located in external cloud storage. This simplifies data pipelines by allowing direct SQL access to external data without the need for loading it into Snowflake.

NEW QUESTION # 54
What roles or security privileges will allow a consumer account to request and get data from the Data Exchange? (Choose two.)

A. SECURITYADMIN
B. IMPORT SHARE and CREATE DATABASE
C. IMPORT PRIVILEGES and SHARED DATABASE
D. SYSADMIN
E. ACCOUNTADMIN

Answer: B,E

Explanation:
ACCOUNTADMIN role is required to access and manage Data Exchange listings and shares.
The IMPORT SHARE and CREATE DATABASE privileges are required to create databases from shared data.

NEW QUESTION # 55
......

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