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Snowflake ADA-C02 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Performance and Monitoring | - Performance tuning and optimization
|
| Security and Access Control | - Authentication and authorization
|
| Data Protection and Recovery | - Backup and recovery mechanisms
|
| Data Loading and Unloading | - Bulk and continuous data ingestion
|
| Account and Resource Administration | - Account configuration and management
|
| Snowflake Architecture and Virtual Warehouses | - Snowflake architecture concepts
|
Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions:
1. 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 IoT 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? (Choose two.)
A) Only TRANSIENT tables should be used to ensure referential integrity between the fact and dimension tables.
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) The DATA_RETENTION_TIME_IN_DAYS should be kept at the account level and never used for lower level containers (databases and schemas).
E) 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.
2. Which actions are considered breaking changes to data that is shared with consumers in the Snowflake Marketplace? (Choose two.)
A) Renaming a table
B) Deleting data from a table
C) Unpublishing the data listing
D) Adding region availability to the listing
E) Dropping a column from a table
3. The following commands were executed:
Grant usage on database PROD to role PROD_ANALYST;
Grant usage on database PROD to role PROD_SUPERVISOR;
Grant ALL PRIVILEGES on schema PROD.WORKING to role PROD_ANALYST;
Grant ALL PRIVILEGES on schema PROD.WORKING to role PROD_SUPERVISOR;
Grant role PROD_ANALYST to user A;
Grant role PROD_SUPERVISOR to user B;
What authority does each user have on the WORKING schema?
A) Both user A and user B can create tables in the PROD.WORKING schema.
B) All existing tables in schema PROD.WORKING will be visible to both users.
C) Tables created by either user A or user B will be visible to both users.
D) Only user B can create tables, because all privileges were transferred to PROD_SUPERVISOR.
4. 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 tablesample system (20) seed (1);
C) select * from LINEITEM sample system (20);
D) select * from LINEITEM sample bernoulli (20);
5. A retailer uses a TRANSACTIONS table (100M rows, 1.2 TB) that has been clustered by the STORE_ID column (varchar(50)). The vast majority of analyses on this table are grouped by STORE_ID to look at store performance.
There are 1000 stores operated by the retailer but most sales come from only 20 stores. The Administrator notes that most queries are currently experiencing poor pruning, with large amounts of bytes processed by even simple queries.
Why is this occurring?
A) Sales across stores are not uniformly distributed.
B) The table is not big enough to take advantage of the clustering key.
C) The STORE_ID should be numeric.
D) The cardinality of the stores to transaction count ratio is too low to use the STORE_ID as a clustering key.
Solutions:
| Question # 1 Answer: C,E | Question # 2 Answer: A,E | Question # 3 Answer: A | Question # 4 Answer: C | Question # 5 Answer: A |




