100% Pass Quiz Snowflake - ADA-C02 - Updated Latest SnowPro Advanced Administrator ADA-C02 Guide Files

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| Section | Weight | Objectives |
|---|
| Topic 1: Resource Management and Optimization | 25% | - Database and object management
- 1. Storage management and clustering
- 2. Schema design and object lifecycle
- 3. Data retention and time travel
- Virtual warehouse administration
- 1. Workload management and resource monitoring
- 2. Cost optimization strategies
- 3. Warehouse sizing, scaling and suspension
|
| Topic 2: Business Continuity and Disaster Recovery | 15% | - Disaster recovery planning
- 1. Recovery time and point objectives
- 2. Failover and failback procedures
- Data protection and replication
- 1. Database cloning and backup strategies
- 2. Time travel and fail-safe configuration
- 3. Cross-region and cross-cloud replication
|
| Topic 3: Account and Security Administration | 30% | - Access control and security
- 1. Role-based access control (RBAC) design
- 2. Authentication and network policies
- 3. User and privilege management
- 4. Data security and masking policies
- Account configuration and management
- 1. Cost management and billing
- 2. Edition and feature configuration
- 3. Organization and account structures
|
| Topic 4: Performance Monitoring and Tuning | 20% | - System monitoring and troubleshooting
- 1. Workload isolation and concurrency control
- 2. Error logging and troubleshooting techniques
- 3. Account and warehouse usage metrics
- Query performance analysis
- 1. Query profiling and execution plans
- 2. Indexing and clustering keys optimization
- 3. Materialized views and search optimization
|
| Topic 5: Data Sharing and Marketplace | 10% | - Snowflake Marketplace
- 1. Marketplace administration and governance
- 2. Listing and consuming data products
- Secure data sharing
- 1. Secure views and data consumption
- 2. Shares, readers and data providers
|
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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q48-Q53):
NEW QUESTION # 48
An Administrator loads data into a staging table every day. Once loaded, users from several different departments perform transformations on the data and load it into different production tables.
How should the staging table be created and used to MINIMIZE storage costs and MAXIMIZE performance?
- A. Create it as an external table, which will not incur Time Travel costs.
- B. Create it as a temporary table with a retention time of 0 days.
- C. Create it as a permanent table with a retention time of 0 days.
- D. Create it as a transient table with a retention time of 0 days.
Answer: D
Explanation:
A transient table is best suited for staging because it avoids long-term storage costs by not maintaining Fail-safe and can have Time Travel retention set to 0 days. This minimizes storage costs while still providing performance comparable to permanent tables, making it the optimal choice for daily staging data.
NEW QUESTION # 49
What steps are required to set up OKTAAPI token integration in Snowflake?
- A. use role ACCOUNTADMIN;
select system$ generate_scim_access_token ('OKTA PROVISIONING');
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. 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.
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 # 50
Which actions are considered breaking changes to data that is shared with consumers in the Snowflake Marketplace? (Choose two.)
- A. Deleting data from a table
- B. Adding region availability to the listing
- C. Renaming a table
- D. Dropping a column from a table
- E. Unpublishing the data listing
Answer: C,D
Explanation:
Dropping a column from a table or renaming a table breaks the shared schema and can cause dependent queries to fail for consumers. These are considered breaking changes to shared data in the Snowflake Marketplace.
NEW QUESTION # 51
A Snowflake customer is experiencing higher costs than anticipated while migrating their data warehouse workloads from on-premises to Snowflake. The migration workloads have been deployed on a single warehouse and are characterized by a large number of small INSERTS rather than bulk loading of large extracts. That single warehouse has been configured as a single cluster, 2XL because there are many parallel INSERTS that are scheduled during nightly loads.
How can the Administrator reduce the costs, while minimizing the overall load times, for migrating data warehouse history?
- A. The INSERTS should be converted to several tables to avoid contention on large tables that slows down query processing.
- B. The 2XL warehouse should be changed to 4XL to increase the number of threads available for parallel load queries.
- C. There should be another 2XL warehouse deployed to handle a portion of the load queries.
- D. The warehouse should be kept as a SMALL or XSMALL and configured as a multi-cluster warehouse to handle the parallel load queries.
Answer: D
Explanation:
For many small, parallel INSERTS, using a multi-cluster warehouse with smaller size (SMALL or XSMALL) allows more concurrent queries to run efficiently and reduces costs compared to a single large warehouse. This configuration improves concurrency without unnecessary compute expense.
NEW QUESTION # 52
A user with the proper role issues the following commands when setting up and activating network policies:
CREATE OR REPLACE NETWORK POLICY foo_policy
ALLOWED_IP_LIST = ('1.1.1.0/24', '2.2.2.0/24', '3.3.3.0/24')
BLOCKED_IP_LIST = ('1.1.1.1')
COMMENT = 'Account level policy';
ALTER ACCOUNT SET NETWORK_POLICY=foo_policy;
CREATE OR REPLACE NETWORK POLICY bar_policy
ALLOWED_IP_LIST = ('3.3.3.0/24')
BLOCKED_IP_LIST = ('3.3.3.10')
COMMENT = 'user level policy';
ALTER USER user1 SET NETWORK_POLICY=BAR_POLICY;
Afterwards, user1 attempts to log in to Snowflake from IP address 3.3.3.10.
Will the login be successful?
- A. No, because 3.3.3.10 is not found in the ALLOWED_IP_LIST of foo_policy.
- B. No, because 3.3.3.10 is found in the BLOCKED_IP_LIST of bar_policy.
- C. Yes, because 3.3.3.10 is found in the ALLOWED_IP_LIST of bar_policy.
- D. Yes, because 3.3.3.10 is found in the ALLOWED_IP_LIST of foo_policy.
Answer: B
Explanation:
Although 3.3.3.10 is in the ALLOWED_IP_LIST, it is also explicitly listed in the BLOCKED_IP_LIST of the user-level policy (bar_policy). Blocked IPs always take precedence over allowed IPs in Snowflake network policies, so the login attempt will fail.
NEW QUESTION # 53
......
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