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| Section | Objectives |
|---|---|
| Topic 1: Security and Access Control | - Authentication and user management - Role-based access control (RBAC) |
| Topic 2: Data Sharing and Protection | - Secure data sharing - Data replication and failover concepts |
| Topic 3: Performance and Optimization | - Warehouse sizing and scaling - Query optimization basics |
| Topic 4: Data Loading and Unloading | - Bulk data loading using stages and COPY INTO - External and internal stages |
| Topic 5: Data Transformation and Processing | - SQL operations in Snowflake - Streams and tasks for data pipelines |
| Topic 6: Snowflake Architecture and Platform Concepts | - Virtual warehouses and compute model - Snowflake architecture fundamentals - Storage and data organization |
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NEW QUESTION # 405
At what level is the MIN_DATA_RETENSION_TIME_IN_DAYS parameter set?
Answer: C
Explanation:
TheMIN_DATA_RETENTION_TIME_IN_DAYSparameter is set at theAccountlevel in Snowflake. This parameter specifies the minimum number of days Snowflake retains the historical data for time travel, which allows users to access and query data as it existed at previous points in time.
Here ' s how to understand and adjust this parameter:
Purpose of MIN_DATA_RETENTION_TIME_IN_DAYS:This parameter is crucial for managing data lifecycle and compliance requirements within Snowflake. It determines the minimum time frame for which you can perform operations like restoring deleted objects or accessing historical versions of data.
Setting the Parameter:Only account administrators can set or modify this parameter. It is done at the account level, impacting all databases and schemas within the account. The setting can be adjusted based on the organization ' s data retention policy.
Adjusting the Parameter:
To view the current setting, use:
SHOWPARAMETERSLIKE ' MIN_DATA_RETENTION_TIME_IN_DAYS ' ;
To change the setting, an account administrator can execute:
ALTERACCOUNTSETMIN_DATA_RETENTION_TIME_IN_DAYS = < number_of_days > ;
Reference:For more details on data retention and time travel in Snowflake, refer to the official documentation:
https://docs.snowflake.com/en/sql-reference/account-usage/storage-usage.html#data-retention-time-travel
NEW QUESTION # 406
Which statement describes how Snowflake supports reader accounts?
Answer: D
Explanation:
Snowflake supports reader accounts, which are a type of account that allows data providers to share data with consumers who are not Snowflake customers. However, for data sharing to occur, the consumer needs to become a licensed Snowflake customer because data sharing is only supported between Snowflake accounts.
References: Introduction to Secure Data Sharing | Snowflake Documentation2.
NEW QUESTION # 407
A team needs to monitor and receive alerts for Snowpipe credit usage.
Why should a custom budget be used instead of a resource monitor?
Answer: C
Explanation:
A resource monitor applies only to virtual warehouses and the cloud-services usage associated with those warehouses. It cannot monitor credit consumption from serverless features such as Snowpipe, so it is unsuitable for the stated requirement. A custom budget can monitor supported serverless features and can define its scope either by adding individual objects or by associating a tag and tag value with the budget. This makes it possible to group and track costs for a department, workload, or service without relying solely on warehouse boundaries. Budgets can also send notifications when spending is projected to exceed the configured monthly limit. Therefore, option D correctly identifies both decisive advantages: tag-based scoping and coverage of serverless credit usage, including Snowpipe.
NEW QUESTION # 408
What are two ways to create and manage Data Shares in Snowflake? (Choose two.)
Answer: A,D
Explanation:
In Snowflake, Data Shares can be created and managed in two primary ways:
Via the Snowflake Web Interface (UI): Users can create and manage shares through the graphical interface provided by Snowflake, which allows for a user-friendly experience.
Via SQL commands: Snowflake also allows the creation and management of shares using SQL commands. This method is more suited for users who prefer scripting or need to automate the process.
NEW QUESTION # 409
What are the least privileges needed to view and modify resource monitors? (Select TWO).
Answer: D,E
Explanation:
To view and modify resource monitors, the least privileges needed are MONITOR and MODIFY.These privileges allow a user to monitor credit usage and make changes to resource monitors3.
NEW QUESTION # 410
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