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Snowflake SnowPro Advanced Architect Certification Sample Questions (Q37-Q42):

NEW QUESTION # 37
A user named USER_01 needs access to create a materialized view on a schema EDW. STG_SCHEMA. How can this access be provided?

A. GRANT ROLE NEW_ROLE TO USER USER_01;GRANT CREATE MATERIALIZED VIEW ON SCHEMA ECW.STG_SCHEKA TO NEW_ROLE;
B. GRANT CREATE MATERIALIZED VIEW ON SCHEMA EDW.STG_SCHEMA TO USER
USER_01;
C. GRANT ROLE NEW_ROLE TO USER_01;GRANT CREATE MATERIALIZED VIEW ON EDW.STG_SCHEMA TO NEW_ROLE;
D. GRANT CREATE MATERIALIZED VIEW ON DATABASE EDW TO USER USERJD1;

Answer: B

Explanation:
* The correct answer is A because it grants the specific privilege to create a materialized view on the schema EDW.STG_SCHEMA to the user USER_01 directly.
* Option B is incorrect because it grants the privilege to create a materialized view on the entire database EDW, which is too broad and unnecessary. Also, there is a typo in the user name (USERJD1 instead of USER_01).
* Option C is incorrect because it grants the privilege to create a materialized view on a different schema (ECW.STG_SCHEKA instead of EDW.STG_SCHEMA). Also, there is no need to create a new role for this purpose.
* Option D is incorrect because it grants the privilege to create a materialized view on an invalid object (EDW.STG_SCHEMA is not a valid schema name, it should be EDW.STG_SCHEMA). Also, there is no need to create a new role for this purpose. References:
* Snowflake Documentation: CREATE MATERIALIZED VIEW
* Snowflake Documentation: Working with Materialized Views
* [Snowflake Documentation: GRANT Privileges on a Schema]

NEW QUESTION # 38
Database DB1 has schema S1 which has one table, T1.
DB1 --> S1 --> T1
The retention period of EG1 is set to 10 days.
The retention period of s: is set to 20 days.
The retention period of t: Is set to 30 days.
The user runs the following command:
Drop Database DB1;
What will the Time Travel retention period be for T1?

A. 37 days
B. 10 days
C. 30 days
D. 20 days

Answer: C

Explanation:
The Time Travel retention period for T1 will be 30 days, which is the retention period set at the table level.
The Time Travel retention period determines how long the historical data is preserved and accessible for an object after it is modified or dropped. The Time Travel retention period can be set at the account level, the database level, the schema level, or the table level. The retention period set at the lowest level of the hierarchy takes precedence over the higher levels. Therefore, the retention period set at the table level overrides the retention periods set at the schema level, the database level, or the account level. When the user drops the database DB1, the table T1 is also dropped, but the historical data is still preserved for 30 days, which is the retention period set at the table level. The user can use the UNDROP command to restore the table T1 within the 30-day period. The other options are incorrect because:
* 10 days is the retention period set at the database level, which is overridden by the table level.
* 20 days is the retention period set at the schema level, which is also overridden by the table level.
* 37 days is not a valid option, as it is not the retention period set at any level.
References:
* Understanding & Using Time Travel
* AT | BEFORE
* Snowflake Time Travel & Fail-safe

NEW QUESTION # 39
What is a characteristic of event notifications in Snowpipe?

A. The load history is stored In the metadata of the target table.
B. Snowflake can process all older notifications when a paused pipe Is resumed.
C. When a pipe Is paused, event messages received for the pipe enter a limited retention period.
D. Notifications identify the cloud storage event and the actual data in the files.

Answer: C

Explanation:
Event notifications in Snowpipe are messages sent by cloud storage providers to notify Snowflake of new or modified files in a stage. Snowpipe uses these notifications to trigger data loading from the stage to the target table. When a pipe is paused, event messages received for the pipe enter a limited retention period, which varies depending on the cloud storage provider. If the pipe is not resumed within the retention period, the event messages will be discarded and the data will not be loaded automatically. To load the data, the pipe must be resumed and the COPY command must be executed manually. This is a characteristic of event notifications in Snowpipe that distinguishes them from other options. References: Snowflake Documentation:
Using Snowpipe, Snowflake Documentation: Pausing and Resuming a Pipe

NEW QUESTION # 40
What is a characteristic of loading data into Snowflake using the Snowflake Connector for Kafka?

A. The Connector only works in Snowflake regions that use AWS infrastructure.
B. The Connector works with all file formats, including text, JSON, Avro, Ore, Parquet, and XML.
C. Loads using the Connector will have lower latency than Snowpipe and will ingest data in real time.
D. The Connector creates and manages its own stage, file format, and pipe objects.

Answer: D

NEW QUESTION # 41
When loading data from stage using COPY INTO, what options can you specify for the ON_ERROR clause?

A. ABORT_STATEMENT
B. SKIP_FILE
C. FAIL
D. CONTINUE

Answer: A,B,D

NEW QUESTION # 42
......

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Snowflake SnowPro Advanced Architect Certification Sample Questions (Q37-Q42):

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