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Free PDF Quiz 2025 Snowflake ADA-C01: SnowPro Advanced Administrator High Hit-Rate Latest Exam Question
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Snowflake ADA-C01 Exam Syllabus Topics:
Topic
Details
Topic 1
- Given a scenario, create and manage access control
- Given a scenario, implement resource monitors
Topic 2
- Snowflake Security, Role-Based Access Control (RBAC), and User Administration
- Disaster Recovery, Backup, and Data Replication
Topic 3
- Manage and implement data sharing
- Given a set of business requirements, establish access control architecture
Topic 4
- Interpret and make recommendations for data clustering
- Manage DML locking and concurrency in Snowflake
Topic 5
- Given a scenario, configure access controls
- Set up and manage security administration and authorization
Topic 6
- Implement and manage data governance in Snowflake
- Data Sharing, Data Exchange, and Snowflake Marketplace
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Snowflake SnowPro Advanced Administrator Sample Questions (Q70-Q75):
NEW QUESTION # 70
A Snowflake Administrator needs to set up Time Travel for a presentation area that includes facts and dimensions tables, and receives a lot of meaningless and erroneous loT dat a. Time Travel is being used as a component of the company's data quality process in which the ingestion pipeline should revert to a known quality data state if any anomalies are detected in the latest load. Data from the past 30 days may have to be retrieved because of latencies in the data acquisition process.
According to best practices, how should these requirements be met? (Select TWO).
- A. The fact and dimension tables should be cloned together using the same Time Travel options to reduce potential referential integrity issues with the restored data.
- B. Related data should not be placed together in the same schema. Facts and dimension tables should each have their own schemas.
- C. The fact and dimension tables should have the same DATA_RETENTION_TIME_IN_ DAYS.
- D. Only TRANSIENT tables should be used to ensure referential integrity between the fact and dimension tables.
- E. The DATA_RETENTION_TIME_IN_DAYS should be kept at the account level and never used for lower level containers (databases and schemas).
Answer: A,C
Explanation:
According to the Understanding & Using Time Travel documentation, Time Travel is a feature that allows you to query, clone, and restore historical data in tables, schemas, and databases for up to 90 days. To meet the requirements of the scenario, the following best practices should be followed:
* The fact and dimension tables should have the same DATA_RETENTION_TIME_IN_DAYS. This parameter specifies the number of days for which the historical data is preserved and can be accessed by Time Travel. To ensure that the fact and dimension tables can be reverted to a consistent state in case of any anomalies in the latest load, they should have the same retention period. Otherwise, some tables may lose their historical data before others, resulting in data inconsistency and quality issues.
* The fact and dimension tables should be cloned together using the same Time Travel options to reduce potential referential integrity issues with the restored data. Cloning is a way of creating a copy of an object (table, schema, or database) at a specific point in time using Time Travel. To ensure that the fact and dimension tables are cloned with the same data set, they should be cloned together using the same AT or BEFORE clause. This will avoid any referential integrity issues that may arise from cloning tables at different points in time.
The other options are incorrect because:
* Related data should not be placed together in the same schema. Facts and dimension tables should each have their own schemas. This is not a best practice for Time Travel, as it does not affect the ability to query, clone, or restore historical data. However, it may be a good practice for data modeling and organization, depending on the use case and design principles.
* The DATA_RETENTION_TIME_IN_DAYS should be kept at the account level and never used for lower level containers (databases and schemas). This is not a best practice for Time Travel, as it limits the flexibility and granularity of setting the retention period for different objects. The retention period can be set at the account, database, schema, or table level, and the most specific setting overrides the more general ones. This allows for customizing the retention period based on the data needs and characteristics of each object.
* Only TRANSIENT tables should be used to ensure referential integrity between the fact and dimension tables. This is not a best practice for Time Travel, as it does not affect the referential integrity between the tables. Transient tables are tables that do not have a Fail-safe period, which means that they cannot be recovered by Snowflake after the retention period ends. However, they still support Time Travel within the retention period, and can be queried, cloned, and restored like permanent tables. The choice of table type depends on the data durability and availability requirements, not on the referential integrity.
NEW QUESTION # 71
What are the MINIMUM grants required on the database, schema, and table for a stream to be properly created and managed?
- A. Database: Usage
Schema: Usage, Create Stream
Table: Select - B. Database: Usage
Schema: Usage
Table: Select - C. Database: Usage
Schema: Usage
Table: Select, Create Stream - D. Database: Usage, Create Stream
Schema: Usage
Table: Select
Answer: C
NEW QUESTION # 72
When a role is dropped, which role inherits ownership of objects owned by the dropped role?
- A. The SECURITYADMIN role
- B. The role executing the command
- C. The SYSADMIN role
- D. The role above the dropped role in the RBAC hierarchy
Answer: D
Explanation:
According to the Snowflake documentation1, when a role is dropped, ownership of all objects owned by the dropped role is transferred to the role that is directly above the dropped role in the role hierarchy. This is to ensure that there is always a single owner for each object in the system.
1: Drop Role | Snowflake Documentation
NEW QUESTION # 73
What are benefits of using Snowflake organizations? (Select TWO).
- A. Administrators have the ability to create accounts in any available cloud provider or region.
- B. Administrators can monitor and understand usage across all accounts in the organization.
- C. Administrators can change Snowflake account editions on-demand based on need.
- D. User administration is simplified across all accounts within the organization.
- E. Administrators can simplify data movement across all accounts within the organization.
Answer: A,B
Explanation:
Explanation
According to the Snowflake documentation1, organizations are a feature that allows linking the accounts owned by a business entity, simplifying account management and billing, replication and failover, data sharing, and other account administration tasks. Some of the benefits of using organizations are:
*Administrators can monitor and understand usage across all accounts in the organization using the ORGANIZATION_USAGE schema, which provides historical usage data for all accounts in the organization via views in a shared database named SNOWFLAKE2. This can help to optimize costs and performance across the organization.
*Administrators have the ability to create accounts in any available cloud provider or region using the CREATE ACCOUNT command, which allows specifying the cloud platform and region for the new account3.
This can help to meet the business needs and compliance requirements of the organization.
Option A is incorrect because administrators cannot change Snowflake account editions on-demand based on need, but rather have to contact Snowflake Support to request an edition change4. Option C is incorrect because administrators cannot simplify data movement across all accounts within the organization, but rather have to enable account database replication for both the source and target accounts, and use the ALTER DATABASE ... ENABLE REPLICATION TO ACCOUNTS command to promote a local database to serve as the primary database and enable replication to the target accounts5. Option D is incorrect because user administration is not simplified across all accounts within the organization, but rather requires creating and managing users, roles, and privileges for each account separately, unless using a federated authentication method such as SSO or SCIM.
NEW QUESTION # 74
In which scenario will use of an external table simplify a data pipeline?
- A. When continuously writing data from a Snowflake table to external storage
- B. When accessing a Snowflake table from a relational database
- C. When accessing a Snowflake table that references data files located in cloud storage
- D. When accessing a Snowflake table from an external database within the same region
Answer: C
Explanation:
According to the Introduction to External Tables documentation, an external table is a Snowflake feature that allows you to query data stored in an external stage as if the data were inside a table in Snowflake. The external stage is not part of Snowflake, so Snowflake does not store or manage the stage. This simplifies the data pipeline by eliminating the need to load the data into Snowflake before querying it. External tables can access data stored in any format that the COPY INTO <table> command supports, such as CSV, JSON, AVRO, ORC, or PARQUET. The other scenarios do not involve external tables, but rather require data loading, unloading, or federation.
NEW QUESTION # 75
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