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| Section | Weight | Objectives |
|---|---|---|
| Snowflake Architecture & Core Concepts | 31% | - Cloud Services Layer, Compute Layer, Storage Layer - Virtual Warehouses, Clustering, Caching - Databases, Schemas, Objects, Data Types - Snowsight Interface, Core Platform Features |
| Performance Optimization, Querying & Transformation | 21% | - Query Processing, Profiling, Optimization - Cortex AI, Notebooks, Apache Iceberg Tables - SQL Transformations, Semi-structured/Unstructured Data - Materialized Views, Streams, Tasks, Pipelines |
| Data Collaboration & Protection | 10% | - Data Clean Rooms, Collaboration Features - Secure Data Sharing, Listings, Marketplace - Data Protection, Retention, Time Travel, Fail-safe |
| Account Management & Data Governance | 20% | - Governance: Resource Monitors, Data Masking, Row/Column Security - Access Control: RBAC, DAC, Roles, Privileges - Trust Center, Data Lineage, Compliance - Security: Network Policies, MFA, Encryption |
| Data Loading, Unloading & Connectivity | 18% | - External Integrations, Connectors, SnowSQL - Stages, File Formats, COPY INTO, Snowpipe - Bulk Load, Streaming, Dynamic Tables - Unloading Data, Export Options |
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NEW QUESTION # 91
What information is included in the output of an EXPLAIN_PLAN?
Answer: A
Explanation:
The correct answer is D. The total number of micro-partitions that the operation will reference .
In Snowflake, EXPLAIN or EXPLAIN USING returns the logical execution plan for a SQL statement. The plan can include information about the operations Snowflake expects to perform, such as table scans, filters, joins, and estimated partitions involved in the query.
Why D is correct:
The explain plan can show partition-related information for table scan operations, including the number of partitions that may be scanned. This is useful for understanding how well Snowflake can prune micro- partitions.
Why the other options are incorrect:
A). EXPLAIN_PLAN does not provide a guaranteed predicted query runtime. Actual execution time depends on warehouse size, load, caching, pruning, and other runtime factors.
B). EXPLAIN_PLAN does not directly state the number of credits the query will consume. Credit consumption is based mainly on warehouse runtime and size.
C). EXPLAIN_PLAN describes the execution plan, not the actual result data type returned by the query.
Official Snowflake documentation reference:
Snowflake documentation explains that the EXPLAIN command displays the logical execution plan for a SQL statement. Query plans can include details about operations such as scans, joins, filters, and partitions.
Reference: Snowflake Documentation - EXPLAIN; Snowflake Documentation - Query Profile and query optimization; SnowPro Core Study Guide - Performance Optimization.
NEW QUESTION # 92
Which minimum Snowflake edition allows for a dedicated metadata store?
Answer: A
Explanation:
The Enterprise edition of Snowflake allows for a dedicated metadata store, providing additional features designed for large-scale enterprises Reference: https://docs.snowflake.com/en/user-guide/intro-editions.html
NEW QUESTION # 93
Which user preferences can be set for a user profile in Snowsight? (Select TWO).
Answer: D,E
Explanation:
In Snowsight, Snowflake's web interface, user preferences can be customized to enhance the user experience. Among these preferences, users can set a default database and default schema. These settings streamline the user experience by automatically selecting the specified database and schema when the user initiates a new session or query, reducing the need to manually specify these parameters for each operation. This feature is particularly useful for users who frequently work within a specific database or schema context.References: Snowflake Documentation on Snowsight User Preferences
NEW QUESTION # 94
How can a user change which columns are referenced in a view?
Answer: B
Explanation:
In Snowflake, to change the columns referenced in a view, the view must be recreated with the required changes. The ALTER VIEW command does not allow changing the definition of a view; it can only be used to rename a view, convert it to or from a secure view, or add, overwrite, or remove a comment for a view.Therefore, the correct approach is to drop the existing view and create a new one with the desired column references.
NEW QUESTION # 95
Which Snowflake URL type allows users or applications to download or access files directly from Snowflake stage without authentication?
Answer: C
Explanation:
The pre-signed URL type allows users or applications to download or access files directly from a Snowflake stage without authentication. This URL type is open and can be used without needing to authenticate into Snowflake or pass an authorization token.
NEW QUESTION # 96
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