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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)
Snowflake Architecture and Virtual Warehouses	- Snowflake architecture concepts 1. Virtual warehouse usage and scaling 2. Separation of storage and compute
Data Loading and Unloading	- Bulk and continuous data ingestion 1. Stages and file formats 2. COPY INTO operations
Account and Resource Administration	- Account configuration and management 1. Users, roles, and permissions 2. Resource monitors and governance basics
Performance and Monitoring	- Performance tuning and optimization 1. Query performance analysis 2. Warehouse sizing and scaling strategies

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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q15-Q20):

NEW QUESTION # 15
What are benefits of creating and maintaining resource monitors in Snowflake? (Choose three.)

A. Resource monitors add no additional load to virtual warehouse compute.
B. Multiple triggers can be configured across various virtual warehouse thresholds.
C. Resource monitors can be applied to more than one virtual warehouse.
D. Resource monitor governance is tightly controlled and monitors can only be created by the ACCOUNTADMIN role or users with the CREATE MONITOR privilege.
E. Multiple resource monitors can be applied to a single virtual warehouse.
F. The cost of running a resource monitor is only 10% of a credit, per day of operation.

Answer: B,C,E

Explanation:
Multiple resource monitors can be assigned to a single virtual warehouse for granular credit control.
Resource monitors support multiple triggers at different usage thresholds.
A single resource monitor can govern multiple virtual warehouses.

NEW QUESTION # 16
Which function is the role SECURITYADMIN responsible for that is not granted to role USERADMIN?

A. Reset a Snowflake user's password
B. Manage system grants
C. Create new roles
D. Create new users

Answer: B

Explanation:
The SECURITYADMIN role is responsible for managing system grants, such as granting or revoking privileges on roles, which is not permitted for the USERADMIN role.

NEW QUESTION # 17
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. use role ACCOUNTADMIN;
select system$ generate_scim_access_token ('OKTA PROVISIONING');
Update these steps every 6 months.
C. use role ACCOUNTADMIN;
select system$ generate_scim_access_token ('OKTA PROVISIONING');
Update these steps every 12 months.
D. create or replace security integration okta_provisioning
type = scim
scim_client = 'okta'
run_as_role = 'OKTA PROVISIONER';
Update this step every 6 months.

Answer: B

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 # 18
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. SHOW NETWORK POLICIES;
D. DESC NETWORK POLICY <policy_name>;

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 # 19
A retailer uses a TRANSACTIONS table (100M rows, 1.2 TB) that has been clustered by the STORE_ID column (varchar(50)). The vast majority of analyses on this table are grouped by STORE_ID to look at store performance.
There are 1000 stores operated by the retailer but most sales come from only 20 stores. The Administrator notes that most queries are currently experiencing poor pruning, with large amounts of bytes processed by even simple queries.
Why is this occurring?

A. The table is not big enough to take advantage of the clustering key.
B. The STORE_ID should be numeric.
C. Sales across stores are not uniformly distributed.
D. The cardinality of the stores to transaction count ratio is too low to use the STORE_ID as a clustering key.

Answer: C

Explanation:
Clustering is effective when data distribution across the clustering key is relatively uniform. In this case, most transactions are concentrated in only 20 of the 1000 stores, leading to skewed data distribution. This imbalance causes poor pruning, since large portions of micro-partitions still need to be scanned, even for queries targeting specific stores.

NEW QUESTION # 20
......

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