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Snowflake ADA-C02 Exam Syllabus Topics:

Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions:

1. An Administrator has been asked to support the company's application team need to build a loyalty program for its customers. The customer table contains Personal Identifiable Information (PII), and the application team's role is DEVELOPER.
CREATE TABLE customer_data (
customer_first_name string,
customer_last_name string,
customer_address string,
customer_email string,
... some other columns,
);
The application team would like to access the customer data, but the email field must be obfuscated.
How can the Administrator protect the sensitive information, while maintaining the usability of the data?

A) Create a view on the customer_data table to eliminate the email column by omitting it from the SELECT clause. Grant the role DEVELOPER access to the view.
B) Use the CURRENT_ROLE and CURRENT_USER context functions to integrate with a secure view and filter the sensitive data.
C) Use the CURRENT_ROLE context function to integrate with a masking policy on the fields that contain sensitive data.
D) Create a separate table for all the non-PII columns and grant the role DEVELOPER access to the new table.

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

3. In which scenario will use of an external table simplify a data pipeline?

A) When accessing a Snowflake table that references data files located in cloud storage
B) When accessing a Snowflake table from an external database within the same region
C) When continuously writing data from a Snowflake table to external storage
D) When accessing a Snowflake table from a relational database

4. A Snowflake Administrator wants to create a virtual warehouse that supports several dashboards, issuing various queries on the same database.
For this warehouse, why should the Administrator consider setting AUTO_SUSPEND to 0 or NULL?

A) To keep the query result cache warm for good performance on repeated queries
B) To keep the data cache warm to support good performance of similar queries
C) To save costs by running the warehouse as little as possible
D) To save costs on warehouse shutdowns and startups for different queries

5. 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) The fact and dimension tables should have the same DATA_RETENTION_TIME_IN_DAYS.
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.

Solutions: