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| Section | Weight | Objectives |
|---|---|---|
| Account Management & Data Governance | 20% | - Access Control: RBAC, DAC, Roles, Privileges - Governance: Resource Monitors, Data Masking, Row/Column Security - Security: Network Policies, MFA, Encryption - Trust Center, Data Lineage, Compliance |
| Data Collaboration & Protection | 10% | - Data Protection, Retention, Time Travel, Fail-safe - Data Clean Rooms, Collaboration Features - Secure Data Sharing, Listings, Marketplace |
| Performance Optimization, Querying & Transformation | 21% | - Materialized Views, Streams, Tasks, Pipelines - SQL Transformations, Semi-structured/Unstructured Data - Query Processing, Profiling, Optimization - Cortex AI, Notebooks, Apache Iceberg Tables |
| Snowflake Architecture & Core Concepts | 31% | - Databases, Schemas, Objects, Data Types - Virtual Warehouses, Clustering, Caching - Cloud Services Layer, Compute Layer, Storage Layer - Snowsight Interface, Core Platform Features |
| Data Loading, Unloading & Connectivity | 18% | - Unloading Data, Export Options - External Integrations, Connectors, SnowSQL - Bulk Load, Streaming, Dynamic Tables - Stages, File Formats, COPY INTO, Snowpipe |
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NEW QUESTION # 312
What is the expiration period tor a file URL used to access unstructured data in cloud storage?
Answer: A
NEW QUESTION # 313
What privilege is required to view the load statistics on a virtual warehouse?
Answer: C
NEW QUESTION # 314
Assume there is a table consisting of five micro-partitions with values ranging from A to Z.
Which diagram indicates a well-clustered table?
A)
B)
C)
D)
Answer: C
Explanation:
A well-clustered table in Snowflake means that the data is organized in such a way that related data points are stored close to each other within the micro-partitions. This optimizes query performance by reducing the amount of scanned data.The diagram indicated by option C shows a well-clustered table, as it likely represents a more evenly distributed range of values across the micro-partitions1.
References =Snowflake Micro-partitions & Table Clustering
NEW QUESTION # 315
Which URL type allows users to access unstructured data without authenticating into Snowflake or passing an authorization token?
Answer: B
Explanation:
Pre-signed URLs in Snowflake allow users to access unstructured data without the need for authentication into Snowflake or passing an authorization token.These URLs are open and can be directly accessed or downloaded by any user or application, making them ideal for business intelligence applications or reporting tools that need to display unstructured file contents
NEW QUESTION # 316
A Snowflake Marketplace listing has 50 subscribers accessing shared tables.
What determines the compute costs incurred by the subscribers?
Answer: A
Explanation:
Snowflake Secure Data Sharing does not copy the shared data into each consumer's account. The provider continues to pay for the storage of the shared data.
When a consumer queries the shared data, the query runs using a virtual warehouse in the consumer's account. The consumer therefore pays the compute cost generated by that virtual warehouse.
The number of subscribers does not directly determine an individual subscriber's compute cost. Likewise, the provider's warehouse is not used to execute consumer queries against shared data.
References:
Snowflake Documentation - Introduction to Secure Data Sharing: https://docs.snowflake.com/en/user-guide
/data-sharing-intro
Snowflake Documentation - Data-sharing costs: https://docs.snowflake.com/en/user-guide/data-sharing- intro#data-sharing-costs
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NEW QUESTION # 317
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