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| Section | Objectives |
|---|
| Data Protection, Security, and Performance | - Time Travel and Fail-safe concepts - Role-based access control (RBAC) - Query performance optimization basics
|
| 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
|
| Data Transformations and Querying | - Semi-structured data handling (VARIANT, JSON, Parquet) - SQL querying in Snowflake
|
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Snowflake SnowPro Core Certification Exam Sample Questions (Q105-Q110):
NEW QUESTION # 105
If a network policy is applied at both the account and user levels, which policy takes precedence?
- A. The user-level policy
- B. The account-level policy
- C. The most-restrictive policy
- D. The policy that was applied first
Answer: C
NEW QUESTION # 106
What is a responsibility of Snowflake's virtual warehouses?
- A. Metadata management
- B. Infrastructure management
- C. Query parsing and optimization
- D. Query execution
- E. Permanent storage of micro-partitions
Answer: D
NEW QUESTION # 107
Who can create and manage reader accounts? (Select TWO).
- A. A user with CREATE ACCOUNT privilege
- B. A user with securityadmin role
- C. A user with ACCOUNTADMIN role
- D. A user with SYSADMIN role
- E. A user with ORGADMIH role
Answer: C,E
Explanation:
In Snowflake, reader accounts are special types of accounts that allow data sharing with external consumers without them having their own Snowflake account. The creation and management of reader accounts can be performed by users with the ACCOUNTADMIN role or the ORGADMIN role. The ACCOUNTADMIN role has comprehensive administrative privileges within a Snowflake account, including managing other accounts and roles. The ORGADMIN role, which is higher in hierarchy, oversees multiple accounts within an organization and can manage reader accounts across those accounts.
Snowflake Documentation: Creating and Managing Reader Accounts
NEW QUESTION # 108
Which privilege grants the ability to set a column-level security masking policy on a table or view column?
- A. CREATE
- B. SET
- C. APPLY
- D. MODIFY
Answer: C
Explanation:
In Snowflake, theAPPLYprivilege is required to set a masking policy on a table or view column. This privilege allows a user to associate a masking policy with a specific column, thereby controlling how data in that column is masked or hidden.
* Create a Masking Policy:Define a masking policy using theCREATE MASKING POLICYcommand.
* Grant APPLY Privilege:Grant theAPPLYprivilege on the masking policy to the relevant roles or users.
* Apply the Masking Policy:Use theALTER TABLEorALTER VIEWcommand to apply the masking policy to a column.
References:
* Snowflake Documentation: Data Masking
* Snowflake Documentation: CREATE MASKING POLICY
* Snowflake Documentation: Privileges for Masking Policies
NEW QUESTION # 109
A user has an application that writes a new Tile to a cloud storage location every 5 minutes.
What would be the MOST efficient way to get the files into Snowflake?
- A. Create a task that runs a copy into operation from an external stage every 5 minutes
- B. Set up cloud provider notifications on the Tile location and use Snowpipe with auto-ingest
- C. Create a task that puts the files in an internal stage and automate the data loading wizard
- D. Create a task that runs a GET operation to intermittently check for new files
Answer: B
Explanation:
The most efficient way to get files into Snowflake, especially when new files are being written to a cloud storage location at frequent intervals, is to use Snowpipe with auto-ingest. Snowpipe is Snowflake's continuous data ingestion service that loads data as soon as it becomes available in a cloud storage location.
By setting up cloud provider notifications, Snowpipe can be triggered automatically whenever new files are written to the storage location, ensuring that the data is loaded into Snowflake with minimal latency and without the need for manual intervention or scheduling frequent tasks.
References:
* Snowflake Documentation on Snowpipe
* SnowPro Core Certification Study Guide
NEW QUESTION # 110
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