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Get Real SnowPro Advanced Administrator Test Guide to Quickly Prepare for SnowPro Advanced Administrator ExamThere are three different versions of our ADA-C01 exam questions: the PDF, Software and APP online. The PDF version of our ADA-C01 study guide can be pritable and You can review and practice with it clearly just like using a processional book. The second Software versions which are usable to windows system only with simulation test system for you to practice in daily life. The last App version of our ADA-C01 learning guide is suitable for different kinds of electronic products. Snowflake SnowPro Advanced Administrator Sample Questions (Q42-Q47):NEW QUESTION # 42
A Snowflake organization MYORG consists of two Snowflake accounts:
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?
A. USE ROLE ORGADMIN;
SELECT SYSTEMSGLOBAL ACCOUNT SET_PARAMETER ( 'MYORG. ACCOUNT1',
'ENABLE_ACCOUNT_DATABASE_REPLICATION', 'TRUE');
USE ROLE ACCOUNTADMIN;
ALTER DATABASE PROD_DB ENABLE REPLICATION TO ACCOUNTS MYORG. ACCOUNT2
IGNORE EDITION CHECK;
B. No configuration steps are necessary in ACCOUNT1. Replicating databases across accounts within the same Snowflake organization is enabled by default.
C. USE ROLE ORGADMIN;
SELECT SYSTEMSGLOBAL_ACCOUNT_SET_PARAMETER ('MYORG. ACCOUNT1',
'ENABLE_ACCOUNT_DATABASE_REPLICATION', 'TRUE');
SELECT SYSTEMSGLOBAL_ACCOUNT_SET_PARAMETER ('MYORG. ACCOUNT2',
'ENABLE_ACCOUNT_DATABASE_REPLICATION', 'TRUE');
USE ROLE ACCOUNTADMIN;
ALTER DATABASE PROD DB ENABLE REPLICATION TO ACCOUNTS MYORG. ACCOUNT2;
D. It is not possible to replicate a database from an Enterprise edition Snowflake account to a Standard edition Snowflake account.
Answer: A
Explanation:
Explanation
According to the Snowflake documentation1, database replication across accounts within the same organization requires the following steps:
*Link the accounts in the organization using the ORGADMIN role.
*Enable account database replication for both the source and target accounts using the SYSTEM$GLOBAL_ACCOUNT_SET_PARAMETER function.
*Promote a local database to serve as the primary database and enable replication to the target accounts using the ALTER DATABASE ... ENABLE REPLICATION TO ACCOUNTS command.
*Create a secondary database in the target account using the CREATE DATABASE ... FROM SHARE command.
*Refresh the secondary database periodically using the ALTER DATABASE ... REFRESH command.
Option A is incorrect because it does not include the step of creating a secondary database in the target account. Option C is incorrect because replicating databases across accounts within the same organization is not enabled by default, but requires enabling account database replication for both the source and target accounts. Option D is incorrect because it is possible to replicate a database from an Enterprise edition Snowflake account to a Standard edition Snowflake account, as long as the IGNORE EDITION CHECK option is used in the ALTER DATABASE ... ENABLE REPLICATION TO ACCOUNTS command2.
Option B is correct because it includes all the necessary configuration steps in ACCOUNT1, except for creating a secondary database in ACCOUNT2, which can be done after the replication is enabled.
NEW QUESTION # 43
A Snowflake organization MYORG consists of two Snowflake accounts:
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?
A. No configuration steps are necessary in ACCOUNT1. Replicating databases across accounts within the same Snowflake organization is enabled by default.
B. USE ROLE ORGADMIN;
SELECT SYSTEMSGLOBAL_ACCOUNT_SET_PARAMETER ('MYORG. ACCOUNT1', 'ENABLE_ACCOUNT_DATABASE_REPLICATION', 'TRUE'); SELECT SYSTEMSGLOBAL_ACCOUNT_SET_PARAMETER ('MYORG. ACCOUNT2', 'ENABLE_ACCOUNT_DATABASE_REPLICATION', 'TRUE'); USE ROLE ACCOUNTADMIN; ALTER DATABASE PROD DB ENABLE REPLICATION TO ACCOUNTS MYORG. ACCOUNT2;
C. USE ROLE ORGADMIN;
SELECT SYSTEMSGLOBAL ACCOUNT SET_PARAMETER ( 'MYORG. ACCOUNT1', 'ENABLE_ACCOUNT_DATABASE_REPLICATION', 'TRUE'); USE ROLE ACCOUNTADMIN; ALTER DATABASE PROD_DB ENABLE REPLICATION TO ACCOUNTS MYORG. ACCOUNT2 IGNORE EDITION CHECK;
D. It is not possible to replicate a database from an Enterprise edition Snowflake account to a Standard edition Snowflake account.
Answer: C
Explanation:
According to the Snowflake documentation1, database replication across accounts within the same organization requires the following steps:
* Link the accounts in the organization using the ORGADMIN role.
* Enable account database replication for both the source and target accounts using the SYSTEM$GLOBAL_ACCOUNT_SET_PARAMETER function.
* Promote a local database to serve as the primary database and enable replication to the target accounts using the ALTER DATABASE ... ENABLE REPLICATION TO ACCOUNTS command.
* Create a secondary database in the target account using the CREATE DATABASE ... FROM SHARE command.
* Refresh the secondary database periodically using the ALTER DATABASE ... REFRESH command.
Option A is incorrect because it does not include the step of creating a secondary database in the target account. Option C is incorrect because replicating databases across accounts within the same organization is not enabled by default, but requires enabling account database replication for both the source and target accounts. Option D is incorrect because it is possible to replicate a database from an Enterprise edition Snowflake account to a Standard edition Snowflake account, as long as the IGNORE EDITION CHECK option is used in the ALTER DATABASE ... ENABLE REPLICATION TO ACCOUNTS command2. Option B is correct because it includes all the necessary configuration steps in ACCOUNT1, except for creating a secondary database in ACCOUNT2, which can be done after the replication is enabled.
NEW QUESTION # 44
An Administrator needs to implement an access control mechanism across an organization. The organization users access sensitive customer data that comes from different regions and needs to be accessible for Analysts who work in these regions. Some Analysts need very specific access control depending on their functional roles in the organization. Following Snowflake recommended practice, how should these requirements be met? (Select TWO).
A. Use zero-copy cloning to replicate the database schema and provide access as needed.
B. Use a third-party tool to share the data.
C. Implement views on top of base tables that exclude or mask sensitive data.
D. Implement row access policies and Dynamic Data Masking policies.
E. Include masking rules as part of data ingestion and transformation pipelines.
Answer: C,D
Explanation:
The scenario describes a need for fine-grained access control over sensitive customer data across multiple regions, with functional-role-based access for analysts. Snowflake recommends applying a layered security model that separates raw data from user-facing access and leverages built-in policy features.
Explanation of Correct Answers:
A . Implement views on top of base tables that exclude or mask sensitive data.
Creating secure views allows administrators to abstract sensitive fields or filter out certain rows and columns.
It enables role-based access control by granting specific roles access only to the secure views.
Common practice is to restrict access to base tables and give users access to views that enforce business logic and data access rules.
B . Implement row access policies and Dynamic Data Masking policies.
Row Access Policies control access at the row level, determining what data a user can see based on their role or session context.
Dynamic Data Masking allows you to mask sensitive column data (like PII) dynamically based on the accessing role.
Both are central features of Snowflake's fine-grained access control.
Why the other options are incorrect:
C . Include masking rules as part of data ingestion and transformation pipelines.
This is not a Snowflake-recommended best practice for access control.
It hardcodes data access rules into ETL/ELT logic, which reduces flexibility and central control.
Also, it masks the data permanently at ingestion time, rather than dynamically at query time.
D . Use a third-party tool to share the data.
Snowflake supports native Secure Data Sharing, and using a third-party tool is unnecessary and introduces complexity.
It does not address row/column-level access control within Snowflake itself.
E . Use zero-copy cloning to replicate the database schema and provide access as needed.
Zero-copy cloning is ideal for testing, development, and backup purposes, not for controlling access.
It duplicates metadata but doesn't provide a mechanism for fine-grained, real-time access control.
SnowPro Administrator Reference:
Row Access Policies Overview
Dynamic Data Masking Overview
Access Control Best Practices
Using Secure Views for Access Control
NEW QUESTION # 45
A team of developers created a new schema for a new project. The developers are assigned the role DEV_TEAM which was set up using the following statements:
USE ROLE SECURITYADMIN;
CREATE ROLE DEV TEAM;
GRANT USAGE, CREATE SCHEMA ON DATABASE DEV_DB01 TO ROLE DEV_TEAM;
GRANT USAGE ON WAREHOUSE DEV_WH TO ROLE DEV_TEAM;
Each team member's access is set up using the following statements:
USE ROLE SECURITYADMIN;
CREATE ROLE JDOE_PROFILE;
CREATE USER JDOE LOGIN NAME = 'JDOE' DEFAULT_ROLE='JDOE_PROFILE';
GRANT ROLE JDOE_PROFILE TO USER JDOE;
GRANT ROLE DEV_TEAM TO ROLE JDOE_PROFILE;
New tables created by any of the developers are not accessible by the team as a whole.
How can an Administrator address this problem?
A. Set up future grants on the newly-created schemas.
B. Assign ownership privilege to DEV_TEAM on the newly-created schema.
C. Set up the new schema as a managed-access schema.
D. Assign usage privilege on the virtual warehouse DEV_WH to the role JDOE_PROFILE.
Answer: A
Explanation:
Explanation
According to the Snowflake documentation1, future grants are a way to automatically grant privileges on future objects of a specific type that are created in a database or schema. By setting up future grants on the newly-created schemas, the administrator can ensure that any tables created by the developers in those schemas will be accessible by the DEV_TEAM role, without having to grant privileges on each table individually. Option A is incorrect because assigning ownership privilege to DEV_TEAM on the newly-created schema does not grant privileges on the tables in the schema, only on the schema itself. Option B is incorrect because assigning usage privilege on the virtual warehouse DEV_WH to the role JDOE_PROFILE does not affect the access to the tables in the schemas, only the ability to use the warehouse.
Option D is incorrect because setting up the new schema as a managed-access schema does not grant privileges on the tables in the schema, but rather requires explicit grants for each table.
NEW QUESTION # 46
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 data. 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 have the same DATA_RETENTION_TIME_IN_ DAYS.
B. Only TRANSIENT tables should be used to ensure referential integrity between the fact and dimension tables.
C. 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.
D. The DATA_RETENTION_TIME_IN_DAYS should be kept at the account level and never used for lower level containers (databases and schemas).
E. Related data should not be placed together in the same schema. Facts and dimension tables should each have their own schemas.
Answer: A,C
Explanation:
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 # 47
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