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| Section | Objectives |
|---|
| Data Transformations and Querying | - SQL querying in Snowflake - Semi-structured data handling (VARIANT, JSON, Parquet)
|
| Data Protection, Security, and Performance | - Role-based access control (RBAC) - Query performance optimization basics - Time Travel and Fail-safe concepts
|
| Snowflake Architecture and Overview | - Snowflake architecture concepts (cloud data platform, separation of storage and compute) - Virtual warehouses and resource scaling concepts
|
| Data Loading and Unloading | - Bulk loading using stages and COPY INTO - Data unloading and external stages
|
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Snowflake SnowPro Core Certification Exam Sample Questions (Q437-Q442):
NEW QUESTION # 437
True or False: A customer using SnowSQL / native connectors will be unable be unable to able to also use the Snowflake Web interface (UI) unless access to the UI is explicitly granted by supported.
Answer: A
NEW QUESTION # 438
What action is required to load data from a local file system into a Snowflake table?
- A. Upload data files to a Snowflake external stage using the COPY INTO <table> and then use the GET command.
- B. Use the PUT command directly on the local file system.
- C. Upload data files to a Snowflake internal stage using the PUT command and then use the COPY INTO
<table> command. - D. Use the COPY INTO <table> command directly on the local file system.
Answer: C
Explanation:
To load local files into Snowflake:
* First, use the PUT command to upload files from local storage to an internal stage.
* Then, use the COPY INTO <table> command to load data from the internal stage into the table.
Reference:
Snowflake Docs: Loading Data from Local Files
NEW QUESTION # 439
A Snowflake user is creating a deployment pipeline for Snowflake objects.
What interface should be used to automate object deployment?
- A. ODBC driver
- B. SnowCD
- C. Snowflake Horizon Catalog
- D. SnowSQL
Answer: D
NEW QUESTION # 440
What is the relationship between a Query Profile and a virtual warehouse?
- A. A Query Profile can help determine the number of virtual warehouses available.
- B. A Query Profile defines the hardware specifications of the virtual warehouse.
- C. A Query Profile automatically scales the virtual warehouse based on the query complexity.
- 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. Reference: [COF-C02] SnowPro Core Certification Exam Study Guide
NEW QUESTION # 441
What kind of authentication do Snowpipe REST endpoints use?
- A. Single Sign-On (SSO)
- B. Key-based
- C. Username and password
- D. OAuth
Answer: B
Explanation:
Snowpipe uses key-based authentication for its REST endpoints. This involves generating and using a key pair (public and private keys) to securely authenticate API requests.
* Generate Key Pair:Generate a public and private key pair.
* Register Public Key:Register the public key with the Snowflake user that will be making the API requests.
* Authenticate Requests:Use the private key to sign API requests sent to Snowpipe REST endpoints.
References:
* Snowflake Documentation: Key Pair Authentication & Key Rotation
* Snowflake Documentation: Using Snowpipe REST API
NEW QUESTION # 442
......
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