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Snowflake SnowPro Core Certification Exam Sample Questions (Q631-Q636):

NEW QUESTION # 631
What can be used to view warehouse usage over time? (Select Two).

A. The load HISTORY view
B. The WAREHOUSE_METERING__HISTORY View
C. The billing and usage tab in the Snowflake web Ul
D. The show warehouses command
E. The Query history view

Answer: B,E

Explanation:
To view warehouse usage over time, the Query history view and the
WAREHOUSE_METERING__HISTORY View can be utilized. The Query history view allows users to monitor the performance of their queries and the load on their warehouses over a specified period1. The WAREHOUSE_METERING__HISTORY View provides detailed information about the workload on a warehouse within a specified date range, including average running and queued loads2. References:
[COF-C02] SnowPro Core Certification Exam Study Guide

NEW QUESTION # 632
What happens when a cloned table is replicated to a secondary database? (Select TWO)

A. The physical data is replicated
B. A read-only copy of the cloned tables is stored.
C. Additional costs for storage are charged to a secondary account
D. The replication will not be successful.
E. Metadata pointers to cloned tables are replicated

Answer: A,E

Explanation:
When a cloned table is replicated to a secondary database in Snowflake, the following occurs:
* C. The physical data is replicated: The actual data of the cloned table is physically replicated to the secondary database. This ensures that thesecondary database has its own copy of the data, which can be used for read-only purposes or failover scenarios1.
* E. Metadata pointers to cloned tables are replicated: Along with the physical data, the metadata pointers that refer to the cloned tables are also replicated. This metadata includes information about the structure of the table and any associated properties2.
It's important to note that while the physical data and metadata are replicated, the secondary database is typically read-only and cannot be used for write operations. Additionally, while there may be additional storage costs associated with the secondary account, this is not a direct result of the replication process but rather a consequence of storing additional data.
References:
SnowPro Core Exam Prep - Answers to Snowflake's LEVEL UP: Backup and Recovery Snowflake SnowPro Core Certification Exam Questions Set 10

NEW QUESTION # 633
What are benefits of using Snowpark with Snowflake? (Select TWO).

A. Snowpark uses a Spark engine to generate optimized SQL query plans.
B. Snowpark executes as much work as possible in the source databases for all operations including User-Defined Functions (UDFs).
C. Snowpark automatically sets up Spark within Snowflake virtual warehouses.
D. Snowpark does not require that a separate cluster be running outside of Snowflake.
E. Snowpark allows users to run existing Spark code on virtual warehouses without the need to reconfigure the code.

Answer: D,E

Explanation:
Snowpark is designed to bring the data programmability to Snowflake, enabling developers to write code in familiar languages like Scala, Java, and Python. It allows for the execution of these codes directly within Snowflake's virtual warehouses, eliminating the need for a separate cluster. Additionally, Snowpark's compatibility with Spark allows users to leverage their existing Spark code with minimal changes1.

NEW QUESTION # 634
Which query profile statistics help determine if efficient pruning is occurring? (Choose two.)

A. Partitions total
B. Bytes spilled to local storage
C. Partitions scanned
D. Percentage scanned from cache
E. Bytes sent over network

Answer: C,D

NEW QUESTION # 635
What is cached during a query on a virtual warehouse?

A. The columns in the result set of the query
B. All columns in a micro-partition
C. All rows accessed during the query
D. Any columns accessed during the query

Answer: A

Explanation:
During a query on a virtual warehouse, the columns in the result set of the query are cached. This allows for faster retrieval of data if the same or a similar query is run again, as the system can retrieve the data from the cache rather than reprocessing the entire query. References: [COF-C02] SnowPro Core Certification Exam Study Guide

NEW QUESTION # 636
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