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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Management | 20% | - Data sharing and replication - Database object management - Time Travel and Fail-safe - Data loading and unloading |
| Topic 2: Account Management and Security | 25% | - Security and governance management - User management and authentication - Role-Based Access Control (RBAC) - Account management and billing |
| Topic 3: Virtual Warehouses | 20% | - Warehouse performance optimization - Warehouse sizing and scaling - Resource monitors - Virtual warehouse creation and management |
| Topic 4: Performance and Monitoring | 20% | - Query performance optimization - Resource monitoring and management - Query history and profiling - Clustering keys |
| Topic 5: Data Protection and Disaster Recovery | 15% | - Data replication - Snowflake Marketplace - Backup and restore procedures - Disaster recovery planning |
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NEW QUESTION # 44
What is the default data retention period for transient databases, schemas, and tables for Snowflake Enterprise edition and higher?
Answer: A
Explanation:
Transient databases, schemas, and tables are designed for temporary or non-critical data and therefore have a default Time Travel retention period of one day. Even in Enterprise Edition and higher, the default retention for transient objects remains one day, although permanent objects can have longer retention periods configured.
NEW QUESTION # 45
A Snowflake Administrator needs to persist all virtual warehouse configurations for auditing and backups. Given a table already exists with the following schema:
Table Name: VWH_META
Column 1: SNAPSHOT_TIME TIMESTAMP_NTZ
Column 2: CONFIG VARIANT
Which commands should be executed to persist the warehouse data at the time of execution in JSON format in the table VWH_META?
Answer: B
Explanation:
To persist warehouse configurations in JSON format, the result set from SHOW WAREHOUSES must be captured and converted into a variant object. Using OBJECT_CONSTRUCT(*) with RESULT_SCAN(LAST_QUERY_ID()) stores the full warehouse configuration snapshot as JSON in the CONFIG VARIANT column, along with the timestamp.
NEW QUESTION # 46
What roles or security privileges will allow a consumer account to request and get data from the Data Exchange? (Choose two.)
Answer: C,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 # 47
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 # 48
What role or roles should be used to properly create the object required to setup OAuth 2.0 integration?
Answer: A
Explanation:
Creating an OAuth 2.0 security integration requires elevated security privileges. Snowflake requires either the ACCOUNTADMIN role or the SECURITYADMIN role to properly create and manage the security integration object.
NEW QUESTION # 49
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