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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 Clean Rooms, Collaboration Features - Data Protection, Retention, Time Travel, Fail-safe - Secure Data Sharing, Listings, Marketplace |
| Performance Optimization, Querying & Transformation | 21% | - SQL Transformations, Semi-structured/Unstructured Data - Query Processing, Profiling, Optimization - Cortex AI, Notebooks, Apache Iceberg Tables - Materialized Views, Streams, Tasks, Pipelines |
| Data Loading, Unloading & Connectivity | 18% | - External Integrations, Connectors, SnowSQL - Bulk Load, Streaming, Dynamic Tables - Stages, File Formats, COPY INTO, Snowpipe - Unloading Data, Export Options |
| Snowflake Architecture & Core Concepts | 31% | - Virtual Warehouses, Clustering, Caching - Cloud Services Layer, Compute Layer, Storage Layer - Snowsight Interface, Core Platform Features - Databases, Schemas, Objects, Data Types |
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NEW QUESTION # 1078
What notation methods are supported in Snowflake to access elements in a JSON object? Select TWO.
Answer: B,C
Explanation:
The correct answers are C. Bracket notation and E. Dot notation .
Snowflake supports querying semi-structured data stored in columns such as VARIANT, OBJECT, and ARRAY. When working with JSON objects, users can access elements using either dot notation or bracket notation .
Why C is correct:
Bracket notation is used to access JSON object elements by enclosing the key name in brackets.
Example:
SELECT src[ ' customer ' ][ ' name ' ]
FROM json_table;
Bracket notation is especially useful when JSON keys contain special characters, spaces, or case-sensitive names.
Why E is correct:
Dot notation is used to access JSON object elements using a period between object levels.
Example:
SELECT src:customer.name
FROM json_table;
This notation is commonly used for simple JSON key paths.
Why the other options are incorrect:
A). CIDR notation is used for IP address ranges, not JSON element access.
B). Vertical bar notation is not a Snowflake method for accessing JSON object elements.
D). Slash notation is not a Snowflake method for accessing JSON object elements.
Official Snowflake documentation reference:
Snowflake documentation explains that semi-structured data elements in VARIANT columns can be accessed using dot notation and bracket notation.
Reference: Snowflake Documentation - Querying semi-structured data; Snowflake Documentation - Dot notation and bracket notation; SnowPro Core Study Guide - Working with Semi-Structured Data.
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NEW QUESTION # 1079
What type of account can be used to share data with a consumer who does have a Snowflake account?
Answer: C
Explanation:
A Reader account in Snowflake can be used to share data with a consumer who does not have a Snowflake account. Reader accounts are a type of shared account provided by data providers to external data consumers, allowing them to access and query shared data using Snowflake's web interface without needing their own Snowflake account.
References:
Snowflake Documentation: Reader Accounts
NEW QUESTION # 1080
When working with a secure view that will be shared with other Snowflake accounts, which functions will return a NULL value? Select TWO.
Answer: C,D
Explanation:
The correct answers are B. CURRENT_ROLE() and E. CURRENT_USER() .
Corrected typos:
The original options included typing errors:
C). CURRENT_ RCT.FTY
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