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Snowflake ADA-C01 Exam Syllabus Topics:

Topic
Details

Topic 1

Manage and implement data sharing
Given a set of business requirements, establish access control architecture

Topic 2

Set up and manage network and private connectivity
Given a scenario, manage Snowflake Time Travel and Fail-safe

Topic 3

Given a scenario, create and manage access control
Given a scenario, implement resource monitors

Topic 4

Implement and manage data governance in Snowflake
Data Sharing, Data Exchange, and Snowflake Marketplace

Topic 5

Snowflake Security, Role-Based Access Control (RBAC), and User Administration
Disaster Recovery, Backup, and Data Replication

Topic 6

Interpret and make recommendations for data clustering
Manage DML locking and concurrency in Snowflake

Topic 7

Given a scenario, manage databases, tables, and views
Manage organizations and access control

Snowflake SnowPro Advanced Administrator Sample Questions (Q48-Q53):

NEW QUESTION # 48
A user accidentally truncated the data from a frequently-modified table. The Administrator has reviewed the query history and found the truncate statement which was run on 2021-12-12 15:00 with query ID 8e5d0ca9-005e-44e6-b858-a8f5b37c5726. Which of the following statements would allow the Administrator to create a copy of the table as it was exactly before the truncated statement was executed, so it can be checked for integrity before being inserted into the main table?

A. CREATE TABLE RESTORE_TABLE CLONE CURRENT_TABLE before (statement => '8e5d0ca9-005e-44e6-b858-a8f5b37c5726');
B. CREATE TABLE RESTORE_TABLE CLONE CURRENT_TABLE BEFORE (timestamp => '2021-12-12 00:00');
C. INSERT INTO CURRENT_TABLE SELECT * FROM CURRENT_TABLE before (statement => '8e5d0ca9-005e-44e6-b858-a8f5b37c5726');
D. SELECT * FROM CURRENT_TABLE before (statement => '8e5d0ca9-005e-44e6-b858-a8f5b37c5726');

Answer: A

Explanation:
❗ Scenario:
A TRUNCATE command was accidentally run on a frequently modified table.
Query ID and timestamp are known.
Goal: restore a copy of the table as it existed right before the problematic statement, without affecting the current table.
✅ Why Option D is Correct:
sql
CopyEdit
CREATE TABLE RESTORE_TABLE CLONE CURRENT_TABLE
BEFORE (STATEMENT => '8e5d0ca9-005e-44e6-b858-a8f5b37c5726');
This uses Zero-Copy Cloning + Time Travel.
The BEFORE (STATEMENT => ...) clause restores the exact state of the table before the TRUNCATE ran.
Creating a clone ensures the original table remains untouched for integrity checks before merging data back.
❌ Why Others Are Incorrect:
A . BEFORE (timestamp => '2021-12-12 00:00')
Wrong timestamp: that's 15 hours before the truncate happened. Too early; may lose needed updates.
B . SELECT * FROM CURRENT_TABLE before (statement => ...)
Syntax is invalid: SELECT can't use BEFORE (STATEMENT => ...) directly like this.
C . INSERT INTO CURRENT_TABLE SELECT * FROM CURRENT_TABLE before (statement => ...) Same syntax issue. Also risky - directly inserting into the original table without validating the data first.
SnowPro Administrator Reference:
Cloning with Time Travel
Time Travel with Statement ID

NEW QUESTION # 49
In general, the monthly billing for database replication is proportional to which variables? (Select TWO).

A. The frequency of changes to the primary database as a result of data loading or DML operations
B. The amount of table data in the primary database that changes as a result of data loading or DML operations
C. The number and size of warehouses defined in the primary account
D. The number of times data moves across regions and/or cloud service providers between the primary and secondary database accounts
E. The frequency of the secondary database refreshes from the primary database

Answer: A,B

Explanation:
Snowflake charges for database replication based on two categories: data transfer and compute resources1. Data transfer costs depend on the amount of data that is transferred from the primary database to the secondary database across regions and/or cloud service providers2. Compute resource costs depend on the use of Snowflake-provided compute resources to copy data between accounts across regions1. Both data transfer and compute resource costs are proportional to the frequency and amount of changes to the primary database as a result of data loading or DML operations3. Therefore, the answer is A and B. The other options are not directly related to the replication billing, as the frequency of secondary database refreshes does not affect the amount of data transferred or copied4, and the number and size of warehouses defined in the primary account do not affect the replication process5.

NEW QUESTION # 50
Which statement allows this user to access this Snowflake account from a specific IP address (192.168.1.100) while blocking their access from anywhere else?

A. CREATE OR REPLACE NETWORK POLICY ADMIN_POLICY
ALLOWED_IP_LIST = ('192.168. 1. 100/0') ;
ALTER USER ABC SET NETWORK_POLICY = 'ADMIN_POLICY';
B. CREATE NETWORK POLICY ADMIN_POLICY
ALLOWED_IP_LIST = ('192.168.1.100');
ALTER USER ABC SET NETWORK_POLICY = 'ADMIN_POLICY';
User ABC is the only user with an ACCOUNTADMIN role.
C. CREATE NETWORK POLICY ADMIN POLICY
ALLOWED_IP_LIST = ('192.168.1.100');
ALTER ROLE ACCOUNTADMIN SET NETWORK_POLICY = 'ADMIN_POLICY';
D. CREATE NETWORK POLICY ADMIN_POLICY
ALLOWED IP LIST = ('192.168.1.100')
BLOCKED_IP_LIST = ('0.0.0.0/0');
ALTER USER ABC SET NETWORK_POLICY = 'ADMIN_POLICY';

Answer: D

Explanation:
Option C creates a network policy that allows only the IP address 192.168.1.100 and blocks all other IP addresses using the CIDR notation 0.0.0.0/01. It then applies the network policy to the user ABC, who has the ACCOUNTADMIN role. This ensures that only this user can access the Snowflake account from the specified IP address, while blocking their access from anywhere else. Option A does not block any other IP addresses, option B applies the network policy to the role instead of the user, and option D uses an invalid CIDR notation.

NEW QUESTION # 51
An Administrator has a user who needs to be able to suspend and resume a task based on the current virtual warehouse load, but this user should not be able to modify the task or start a new run.
What privileges should be granted to the user to meet these requirements? (Select TWO).

A. EXECUTE TASK on the task
B. OWNERSHIP on the task
C. OPERATE on the task
D. USAGE on the database and schema containing the task
E. OWNERSHIP on the database and schema containing the task

Answer: C,D

Explanation:
The user needs the OPERATE privilege on the task to suspend and resume it, and the USAGE privilege on the database and schema containing the task to access it1. The EXECUTE TASK privilege is not required for suspending and resuming a task, only for triggering a new run1. The OWNERSHIP privilege on the task or the database and schema would allow the user to modify or drop the task, which is not desired.

NEW QUESTION # 52
An Administrator needs to create a sample of the table LINEITEM. The sample should not be repeatable and the sampling function should take the data by blocks of rows.
What select command will generate a sample of 20% of the table?

A. select * from LINEITEM tablesample block (20 rows);
B. select * from LINEITEM sample system (20);
C. select * from LINEITEM tablesample system (20) seed (1);
D. select * from LINEITEM sample bernoulli (20);

Answer: B

Explanation:
This command will generate a sample of 20% of the table by using the SYSTEM (or BLOCK) sampling method, which selects each block of rows with a probability of 20/100. This method is suitable for taking data by blocks of rows, as the question requires. According to the Snowflake documentation, "SYSTEM (or BLOCK): Includes each block of rows with a probability of p/100. Similar to flipping a weighted coin for each block of rows. This method does not support fixed-size sampling." The other options are either incorrect or do not meet the requirements of the question. Option A uses the BERNOULLI (or ROW) sampling method, which selects each row with a probability of 20/100, but does not take data by blocks of rows. Option C uses the BLOCK sampling method, but specifies a fixed number of rows (20) instead of a percentage (20%). Option D uses the SYSTEM sampling method, but specifies a seed value (1), which makes the sampling repeatable, contrary to the question.

NEW QUESTION # 53
......

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