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Snowflake Certified SnowPro Associate - Platform Certification Sample Questions (Q215-Q220):

NEW QUESTION # 215
You are loading data into a Snowflake table using the 'COPY INTO' command. The data is in JSON format, and one of the fields in the JSON data, 'timestamp_field', represents a Unix epoch timestamp in seconds. You need to convert this timestamp to a Snowflake timestamp data type during the loading process. Which of the following 'COPY INTO' statements would correctly perform this conversion?

Answer: A

Explanation:
The correct solution uses 'TO_TIMESTAMP' with the result of , 'timestamp_field')' cast to NUMBER (since epoch time is a number). `GET PATH' returns a VARIANT, which needs to be explicitly cast to the correct data type before being passed to TO_TIMESTAMP. The cast converts the VARIANT to a numeric value. The other options either don't correctly cast the VARIANT or use an incorrect TO TIMESTAMP function variation.

NEW QUESTION # 216
You are loading data from a JSON file into a Snowflake table named 'ORDERS'. The JSON file contains nested arrays and objects. You need to extract specific fields from within these nested structures and load them into corresponding columns in the 'ORDERS' table. The 'ORDERS' table has columns: 'order_id' (VARCHAR), 'customer name' (VARCHAR), 'order_date' (DATE), and 'total_amount' (NUMBER). The JSON structure is as follows:

Which of the following COPY INTO statements correctly extracts the data from the JSON file and loads it into the `ORDERS table?

Answer: A

Explanation:
Option E is the correct solution. It uses a SELECT statement within the COPY INTO statement to extract the nested JSON fields. '$1' refers to the entire JSON document. The syntax extracts the value of the `orderld' field. The , and :NUMBER casts ensure that the data types are correctly converted to match the table schema. Options A does not extract any data it only load the data into the target column but as the target column require extracted data, so it will be incorrect .Option B lacks the necessary data type casting. Option C includes a separate SELECT statement, which is not part of the COPY INTO operation and therefore will not load the data.
Option D has an incorrect syntax for the 'FROM' clause within the 'COPY INTO' statement.

NEW QUESTION # 217
You have a requirement to grant a third-party vendor access to specific data files stored in an internal stage within your Snowflake environment. You want to use pre-signed URLs for secure and time-limited access. Which of the following steps are necessary to achieve this securely?

A. Create an external stage pointing to an external storage location (like AWS S3), upload the files, and then use the function to create the pre-signed URL.
B. Grant the privilege directly on the files within the internal stage to the vendor's Snowflake user.Pre- signed URL generation is not necessary.
C. Grant the 'USAGE privilege on the internal stage to the vendor's Snowflake user.
D. Generate the pre-signed URL using the `SYSTEM$GET PRESIGNED URL' function, ensuring that you have the 'READ' privilege on the stage and the necessary permissions to access the underlying storage.
E. Create an internal stage, upload the files, and generate a pre-signed URL using the ` function, specifying the expiration time and file path.

Answer: D,E

Explanation:
Options A and D are correct. Pre-signed URLs are designed to grant access to files in a stage without granting direct Snowflake user privileges. Option A accurately describes the process for internal stages. Option D highlights the correct function and the necessary permissions. Option B is incorrect because pre-signed URLs are primarily used with Minternal stages to avoid needing access to the underlying cloud storage account. Option C is partially correct, but it grants broader access than intended. Option E defeats the purpose of using pre-signed URLs for time-limited, specific file access.

NEW QUESTION # 218
A data engineer is tasked with migrating a legacy data warehouse to Snowflake. They need to create a database named 'SALES DATA and a schema named 'TRANSACTIONS within it. The schema should be managed by a specific role, DATA ADMIN'. Furthermore, they need to ensure that all newly created tables within this schema are automatically granted SELECT privileges to the 'REPORTING ROLE. Which of the following steps are required to accomplish this, following Snowflake best practices for security and governance?

A. Create the database and schema with `OWNER = DATA ADMIN'. Use 'GRANT USAGE ON DATABASE SALES DATA TO ROLE REPORTING ROLE;' and 'GRANT USAGE ON SCHEMA SALES DATA.TRANSACTIONS TO ROLE REPORTING ROLE;'
B. Create the database and schema. Then, use a future grant: 'GRANT SELECT ON FUTURE TABLES IN SCHEMA SALES_DATA.TRANSACTIONS TO ROLE REPORTING ROLE;'
C. Create the database and schema with 'OWNER = DATA_ADMIN'. Then, create a stored procedure owned by 'DATA_ADMIN' that grants 'SELECT privileges to 'REPORTING ROLE every time a new table is created in the schema.
D. Create the database and schema with 'OWNER = DATA ADMIN'. Use 'GRANT OWNERSHIP ON SCHEMA SALES DATA.TRANSACTIONS TO ROLE DATA ADMIN;' and 'GRANT SELECT ON ALL TABLES IN SCHEMA SALES DATA.TRANSACTIONS TO ROLE REPORTING ROLE;'
E. Create the database and schema. Then, schedule a task that runs every minute and grants
'SELECT' privileges to 'REPORTING_ROLE on all tables in the schema that don't already have the privilege.

Answer: B

Explanation:
Future grants are the most efficient and secure way to automatically grant privileges on newly created objects. By using 'GRANT SELECT ON FUTURE TABLES IN SCHEMA SALES_DATA.TRANSACTIONS TO ROLE REPORTING_ROLE;', any new table created in that schema will automatically have SELECT privileges granted to the REPORTING ROLE. Option A only grants usage, not select privileges. Option C and D are inefficient and complex. Option E grants ownership which is not required, and does not address the 'future' requirement.

NEW QUESTION # 219
You have a permanent table 'ORDERS' in your Snowflake database. You want to create a temporary table 'TEMP ORDERS' that will automatically be dropped at the end of your session.
You also want to ensure this table's data is not recoverable after the session ends.
Which of the following SQL statements should you use?

A. CREATE VOLATILE TABLE TEMP ORDERS AS SELECT FROM ORDERS;
B. CREATE TEMP TABLE TEMP ORDERS AS SELECT FROM ORDERS;
C. CREATE TRANSIENT TABLE TEMP ORDERS AS SELECT FROM ORDERS;
D. CREATE TABLE TEMP ORDERS AS SELECT FROM ORDERS;
E. CREATE TEMPORARY TABLE TEMP ORDERS AS SELECT FROM ORDERS;

Answer: E

Explanation:
The correct answer is E. Snowflake uses the keyword `TEMPORARY or 'TEMP' to create a table that exists only for the duration of the session and is automatically dropped at the end of the session. The data in a temporary table is not recoverable. A creates permanent table, C create a transient table, and D - 'VOLATILE' table is not the keyword used in snowflake.

NEW QUESTION # 220
......

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