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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Loading & Transformation | 20% | - Data ingestion methods
|
| Topic 2: Data Protection & Data Sharing | 10% | - Secure data sharing
|
| Topic 3: Data Pipelines & Automation | 10% | - Workflow & automation
|
| Topic 4: Performance Concepts & Optimization | 15% | - Warehouse sizing & tuning
|
| Topic 5: Account Access & Security | 20% | - Authentication & authorization
|
| Topic 6: Snowflake Architecture & Cloud Concepts | 25% | - Cloud data platform fundamentals
|
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NEW QUESTION # 457
Which command will unload data from a table into an external stage?
Answer: C
Explanation:
In Snowflake, the COPY INTO <location> command is used to unload (export) data from a Snowflake table to an external stage, such as an S3 bucket, Azure Blob Storage, or Google Cloud Storage. This command allows users to specify the format, file size, and other options for the data being unloaded, making it a flexible solution for exporting data from Snowflake to external storage solutions for further use or analysis.
References: Snowflake Documentation on Data Unloading
NEW QUESTION # 458
Why would a customer size a Virtual Warehouse from an X-Small to a Medium?
Answer: C
NEW QUESTION # 459
If file format options are specified in multiple locations, the load operation selects which option FIRST to apply in order of precedence?
Answer: B
NEW QUESTION # 460
Which privilege is required to grant a database role to another role?
Answer: B
Explanation:
The correct answer is B. OWNERSHIP on the database role .
A database role is a securable object within a database. To grant a database role to another role, the granting role must have the authority to manage that database role. The OWNERSHIP privilege on the database role gives full control over the database role, including the ability to grant it.
Why B is correct:
The owner of a database role can grant that database role to another database role or account role, depending on the supported grant relationship.
Example concept:
GRANT DATABASE ROLE database1.db_role1 TO ROLE account_role1;
To perform this action, the executing role must have appropriate authority over database1.db_role1, such as OWNERSHIP.
Why the other options are incorrect:
A). USAGE on the database allows access to the database namespace, but it does not grant authority to grant a database role.
C). CREATE ROLE applies to creating account roles, not granting database roles.
D). MANAGE GRANTS can allow broad grant management, but the specific required object-level privilege in this question is OWNERSHIP on the database role.
Official Snowflake documentation reference:
Snowflake documentation explains that database roles are securable objects and that ownership provides full control over the object, including grant management.
Reference: Snowflake Documentation - Database roles; Snowflake Documentation - GRANT DATABASE ROLE; Snowflake Documentation - Access control privileges; SnowPro Core Study Guide - Security and Access Control.
NEW QUESTION # 461
What is the default character set used when loading CSV files into Snowflake?
Answer: A
Explanation:
https://docs.snowflake.com/en/user-guide/intro-summary-loading.html#:~:text=For%20delimited%20files%20(C For delimited files (CSV, TSV, etc.), the default character set is UTF-8. To use any other characters sets, you must explicitly specify the encoding to use for loading. For the list of supported character sets, see Supported Character Sets for Delimited Files (in this topic).
NEW QUESTION # 462
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