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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Management | 20% | - Time Travel and Fail-safe - Data loading and unloading - Data sharing and replication - Database object management |
| Topic 2: Virtual Warehouses | 20% | - Warehouse sizing and scaling - Resource monitors - Virtual warehouse creation and management - Warehouse performance optimization |
| Topic 3: Account Management and Security | 25% | - Account management and billing - Security and governance management - Role-Based Access Control (RBAC) - User management and authentication |
| Topic 4: Data Protection and Disaster Recovery | 15% | - Backup and restore procedures - Disaster recovery planning - Data replication - Snowflake Marketplace |
| Topic 5: Performance and Monitoring | 20% | - Query performance optimization - Resource monitoring and management - Query history and profiling - Clustering keys |
1. An organization's sales team leverages this Snowflake query a few times a day:
SELECT CUSTOMER_ID, CUSTOMER_NAME, ADDRESS, PHONE_NO
FROM CUSTOMERS
WHERE LAST_UPDATED BETWEEN TO_DATE(CURRENT_TIMESTAMP) AND (TO_DATE(CURRENT_TIMESTAMP)-7);
What can the Snowflake Administrator do to optimize the use of persisted query results whenever possible?
A) Wrap the query in a User-Defined Function (UDF) to match syntax execution.
B) Assign everyone on the sales team to the same security role.
C) Leverage the CURRENT_DATE function for date calculations.
D) Assign everyone on the sales team to the same virtual warehouse.
2. 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 a transient table with a retention time of 0 days.
B) Create it as an external table, which will not incur Time Travel costs.
C) Create it as a permanent table with a retention time of 0 days.
D) Create it as a temporary table with a retention time of 0 days.
3. What are benefits of creating and maintaining resource monitors in Snowflake? (Choose three.)
A) Resource monitors can be applied to more than one virtual warehouse.
B) The cost of running a resource monitor is only 10% of a credit, per day of operation.
C) Resource monitors add no additional load to virtual warehouse compute.
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) Multiple triggers can be configured across various virtual warehouse thresholds.
4. A Snowflake Administrator has a multi-cluster virtual warehouse and is using the Snowflake Business-Critical edition. The minimum number of clusters is set to 2 and the maximum number of clusters is set to 10. This configuration works well for the standard workload, rarely exceeding 5 running clusters. However, once a month the Administrator notes that there are a few complex long-running queries that are causing increased queue time and the warehouse reaches its maximum limit at 10 clusters.
Which solutions will address the issues happening once a month? (Choose two.)
A) Increase the multi-cluster maximum to 20 or more clusters.
B) Increase the minimum number of clusters started in the multi-cluster configuration to 5.
C) Use a task to increase the cluster size for the time period that the more complex queries are running and another task to reduce the size of the cluster once the complex queries complete.
D) Have the group running the complex monthly queries use a separate appropriately-sized warehouse to support their workload.
E) Examine the complex queries and determine if they can be made more efficient using clustering keys or materialized views.
5. 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) Yes, because 3.3.3.10 is found in the ALLOWED_IP_LIST of bar_policy.
C) No, because 3.3.3.10 is found in the BLOCKED_IP_LIST of bar_policy.
D) Yes, because 3.3.3.10 is found in the ALLOWED_IP_LIST of foo_policy.
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: A | Question # 3 Answer: A,E,F | Question # 4 Answer: D,E | Question # 5 Answer: C |
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