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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Snowflake Architecture & Core Concepts | 31% | - Cloud Services Layer, Compute Layer, Storage Layer - Snowsight Interface, Core Platform Features - Virtual Warehouses, Clustering, Caching - Databases, Schemas, Objects, Data Types |
| Topic 2: Data Loading, Unloading & Connectivity | 18% | - Bulk Load, Streaming, Dynamic Tables - Stages, File Formats, COPY INTO, Snowpipe - Unloading Data, Export Options - External Integrations, Connectors, SnowSQL |
| Topic 3: Data Collaboration & Protection | 10% | - Data Protection, Retention, Time Travel, Fail-safe - Secure Data Sharing, Listings, Marketplace - Data Clean Rooms, Collaboration Features |
| Topic 4: Account Management & Data Governance | 20% | - Security: Network Policies, MFA, Encryption - Access Control: RBAC, DAC, Roles, Privileges - Governance: Resource Monitors, Data Masking, Row/Column Security - Trust Center, Data Lineage, Compliance |
| Topic 5: Performance Optimization, Querying & Transformation | 21% | - Query Processing, Profiling, Optimization - Cortex AI, Notebooks, Apache Iceberg Tables - Materialized Views, Streams, Tasks, Pipelines - SQL Transformations, Semi-structured/Unstructured Data |
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NEW QUESTION # 299
Which function is used to retrieve the filename for a file stored on a stage?
Answer: D
Explanation:
The correct answer is A. GET_RELATIVE_PATH .
The GET_RELATIVE_PATH function is used to return the relative path of a staged file. The relative path identifies the file name and path of the file within the stage.
Why A is correct:
A file stored in a stage can be referenced by its relative path. GET_RELATIVE_PATH retrieves that relative path, which includes the file name.
Why the other options are incorrect:
B). GET_STAGE_LOCATION returns the URL or location of a stage, not the filename of a specific staged file.
C). BUILD_STAGE_FILE_URL creates a URL for accessing a staged file, but it is not used simply to retrieve the filename.
D). GET_OBJECT_REFERENCES is related to object references, not staged file names.
Official Snowflake documentation reference:
Snowflake documentation describes GET_RELATIVE_PATH as a function that returns the relative path for a staged file.
Reference: Snowflake Documentation - File functions; Snowflake Documentation - GET_RELATIVE_PATH; SnowPro Core Study Guide - Data Loading and Unloading.
NEW QUESTION # 300
How can customer data be restricted by country for a global company using a multi-tenant environment?
Answer: D
NEW QUESTION # 301
When using the ALLOW_CLIENT_MFA_CACHING parameter, how long is a cached Multi-Factor Authentication (MFA) token valid for?
Answer: B
Explanation:
A cached MFA token is valid for up to four hours.https://docs.snowflake.com/en/user-guide/security- mfa#using-mfa-token-caching-to-minimize-the-number-of-prompts-during-authentication-optional
NEW QUESTION # 302
A column named " Data " contains VARIANT data and stores values as follows:
How will Snowflake extract the employee ' s name from the column data?
Answer: A
Explanation:
In Snowflake, to extract a specific value from a VARIANT column, you use the column name followed by a colon and then the key. The keys are case-sensitive. Therefore, to extract the employee's name from the
"Data" column, the correct syntax is data:employee.name.
NEW QUESTION # 303
Which table function will automatically detect the file metadata schema for a set of staged semi-structured data files, and then retrieve the column definitions?
Answer: B
NEW QUESTION # 304
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