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| Section | Weight | Objectives |
|---|---|---|
| Performance and Monitoring | 20% | - Resource monitoring and management - Query performance optimization - Query history and profiling - Clustering keys |
| Account Management and Security | 25% | - User management and authentication - Role-Based Access Control (RBAC) - Account management and billing - Security and governance management |
| Data Protection and Disaster Recovery | 15% | - Data replication - Disaster recovery planning - Backup and restore procedures - Snowflake Marketplace |
| Data Management | 20% | - Data loading and unloading - Time Travel and Fail-safe - Database object management - Data sharing and replication |
| Virtual Warehouses | 20% | - Warehouse performance optimization - Warehouse sizing and scaling - Virtual warehouse creation and management - Resource monitors |
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NEW QUESTION # 17
If the query matches the definition, will Snowflake always dynamically rewrite the query to use a materialized view?
Answer: C
Explanation:
Even if a query matches the definition of a materialized view, the Snowflake optimizer may decide not to rewrite the query to use it. The optimizer evaluates factors such as freshness, cost, and efficiency before choosing whether or not to substitute the materialized view.
NEW QUESTION # 18
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?
Answer: B
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 # 19
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?
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 # 20
What are benefits of using Snowflake organizations? (Choose two.)
Answer: B,E
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 # 21
What are the MINIMUM grants required on the database, schema, and table for a stream to be properly created and managed?
Answer: B
Explanation:
Database: USAGE is required to access the database.
Schema: USAGE and CREATE STREAM are required to create streams in the schema.
Table: SELECT is needed so the stream can track changes on the table.
NEW QUESTION # 22
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