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| Section | Objectives |
|---|
| Topic 1: Snowflake Architecture and Overview | - Snowflake architecture concepts (cloud data platform, separation of storage and compute) - Virtual warehouses and resource scaling concepts
|
| Topic 2: Data Loading and Unloading | - Bulk loading using stages and COPY INTO - Data unloading and external stages
|
| Topic 3: Data Transformations and Querying | - Semi-structured data handling (VARIANT, JSON, Parquet) - SQL querying in Snowflake
|
| Topic 4: Data Protection, Security, and Performance | - Role-based access control (RBAC) - Time Travel and Fail-safe concepts - Query performance optimization basics
|
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Snowflake SnowPro Core Certification Exam Sample Questions (Q129-Q134):
NEW QUESTION # 129
What can a Snowflake user do with the information included in the details section of a Query Profile?
- A. Determine if the query was on structured or semi-structured data.
- B. Determine the source system that the queried table is from.
- C. Determine the role of the user who ran the query.
- D. Determine the total duration of the query.
Answer: D
Explanation:
The details section of a Query Profile in Snowflake provides users with various statistics and information about the execution of a query. One of the key pieces of information that can be determined from this section is the total duration of the query, which helps in understanding the performance and identifying potential bottlenecks. References: [COF-C02] SnowPro Core Certification Exam Study Guide
NEW QUESTION # 130
Using which object-level parameters will help limit query processing and concurrency slowdowns? (Select TWO).
- A. MULTI_STATEMENT_COUNT
- B. QUERY_ACCELERATION_MAX_SCALE_FACTOR
- C. STATEMENT_TIMEOUT_IN_SECONDS
- D. ENABLE_QUERY_ACCELERATION
- E. STATEMENT_QUEUED_TIMEOUT_IN_SECONDS
Answer: C,E
NEW QUESTION # 131
Where would a Snowflake user find information about query activity from 90 days ago?
- A. account__usage.query__history__archive View
- B. information__schema . cruery_history view
- C. account__usage . query history view
- D. information__schema - query history_by_ses s i on view
Answer: A
Explanation:
To find information about query activity from 90 days ago, a Snowflake user should use the account_usage.
query_history_archive view. This view is designed to provide access to historical query data beyond the default 14-day retention period found in the standard query_history view. It allows users to analyze and audit past query activities for up to 365 days after the date of execution, which includes the 90-day period mentioned.
References:
* [COF-C02] SnowPro Core Certification Exam Study Guide
* Snowflake Documentation on Account Usage Schema1
NEW QUESTION # 132
What is the relationship between a Query Profile and a virtual warehouse?
- A. A Query Profile automatically scales the virtual warehouse based on the query complexity.
- B. A Query Profile defines the hardware specifications of the virtual warehouse.
- C. A Query Profile can help determine the number of virtual warehouses available.
- D. A Query Profile can help users right-size virtual warehouses.
Answer: D
Explanation:
A Query Profile provides detailed execution information for a query, which can be used to analyze the performance and behavior of queries. This information can help users optimize and right-size their virtual warehouses for better efficiency. References: [COF-C02] SnowPro Core Certification Exam Study Guide
NEW QUESTION # 133
What does the Activity area of Snowsight allow users to do? (Select TWO).
- A. Explore each step of an executed query.
- B. Monitor queries executed by users in an account.
- C. Schedule automated data backups.
- D. Create and manage user roles and permissions.
- E. Access Snowflake Marketplace to find and integrate datasets.
Answer: A,B
Explanation:
The Activity area of Snowsight, Snowflake's web interface, allows users to perform several important tasks related to query management and performance analysis. Among the options provided, the correct ones are:
B : Explore each step of an executed query: Snowsight provides detailed insights into query execution, including the ability to explore the execution plan of a query. This helps users understand how a query was processed, identify performance bottlenecks, and optimize query performance.
C : Monitor queries executed by users in an account: The Activity area enables users to monitor the queries that have been executed by users within the Snowflake account. This includes viewing the history of queries, their execution times, resources consumed, and other relevant metrics.
These features are crucial for effective query performance tuning and ensuring efficient use of Snowflake's resources.
Reference:
Snowflake Documentation on Snowsight: Using Snowsight
NEW QUESTION # 134
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