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| Section | Objectives |
|---|---|
| Security and Access Control | - Authentication and user management - Role-based access control (RBAC) |
| Data Loading and Unloading | - Bulk data loading using stages and COPY INTO - External and internal stages |
| Snowflake Architecture and Platform Concepts | - Storage and data organization - Snowflake architecture fundamentals - Virtual warehouses and compute model |
| Data Sharing and Protection | - Secure data sharing - Data replication and failover concepts |
| Data Transformation and Processing | - SQL operations in Snowflake - Streams and tasks for data pipelines |
| Performance and Optimization | - Query optimization basics - Warehouse sizing and scaling |
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NEW QUESTION # 450
The following settings are configured:
THE MIN_DATA_RETENTION_TIME_IN_DAYS is set to 5 at the account level.THE DATA_RETENTION_TIME_IN_DAYS is set to 2 at the object level.
For how many days will the data be retained at the object level?
Answer: A
Explanation:
The settings shown in the image indicate that the data retention time in days is configured at two different levels: the account level and the object level. At the account level, the MIN_DATA_RETENTION_TIME_IN_DAYS is set to 5 days, and at the object level, the DATA_RETENTION_TIME_IN_DAYS is set to 2 days. Since the object level setting has a lower value, it takes precedence over the account level setting for the specific object. Therefore, the data will be retained for 2 days at the object level.References: Snowflake Documentation on Data Retention Policies
NEW QUESTION # 451
What feature of Snowflake Continuous Data Protection can be used for maintenance of historical data?
Answer: D
Explanation:
Snowflake's Time Travel feature is used for the maintenance of historical data, allowing users to access and restore data that has been changed or deleted within a defined period4.
NEW QUESTION # 452
A single user of a virtual warehouse has set the warehouse to auto-resume and auto-suspend after 10 minutes.
The warehouse is currently suspended and the user performs the following actions:
1. Runs a query that takes 3 minutes to complete
2. Leaves for 15 minutes
3. Returns and runs a query that takes 10 seconds to complete
4. Manually suspends the warehouse as soon as the last query was completed When the user returns, how much billable compute time will have been consumed?
Answer: A
Explanation:
The billable compute time includes the time the warehouse is running queries plus the auto-suspend time after the last query if the warehouse is not manually suspended. In this scenario, the warehouse runs for 3 minutes, suspends after 10 minutes of inactivity, resumes for a 10-second query, and then is manually suspended. The total billable time is the sum of the initial 3 minutes, the 10 minutes of auto-suspend time, and the brief period for the 10-second query, which is rounded up to the next full minute due to Snowflake's billing practices. References: [ COF-C03 ] SnowPro Core Certification Exam Study Guide
NEW QUESTION # 453
Which Snowflake edition supports a dedicated metadata store and separate compute clusters that are inaccessible to other Snowflake customers?
Answer: A
Explanation:
The correct answer is D. Virtual Private Snowflake, or VPS .
Virtual Private Snowflake is the Snowflake offering designed for organizations with strict isolation requirements. It provides dedicated Snowflake resources, including an isolated metadata store and dedicated compute resources that are not shared with other Snowflake customers.
Why D is correct:
VPS provides the highest level of isolation among the listed Snowflake editions. It is intended for customers with enhanced security, compliance, or regulatory requirements.
Why the other options are incorrect:
A). Standard Edition is the base Snowflake edition and does not provide dedicated isolated metadata and compute clusters.
B). Enterprise Edition adds features such as multi-cluster warehouses and extended Time Travel, but it does not provide VPS-level isolation.
C). Business Critical Edition provides enhanced security and compliance features, but not the dedicated isolated Snowflake environment described in the question.
Official Snowflake documentation reference:
Snowflake documentation describes Virtual Private Snowflake as offering dedicated resources and isolation, including dedicated metadata services and compute resources inaccessible to other customers.
Reference: Snowflake Documentation - Snowflake editions; Virtual Private Snowflake; SnowPro Core Study Guide - Snowflake Architecture.
NEW QUESTION # 454
Which MINIMUM set of privileges is required to temporarily bypass an active network policy by configuring the user object property MINS_TO_BYPASS_NETWORK_POLICY?
Answer: B
Explanation:
To temporarily bypass an active network policy by configuring the user object propertyMINS_TO_BYPASS_NETWORK_POLICY, the minimum set of privileges required is having the ACCOUNTADMIN role. This role has the necessary privileges to make such changes, including modifying user properties that affect network policies.
Snowflake Documentation: Network Policy Management
NEW QUESTION # 455
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