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| Section | Weight | Objectives |
|---|---|---|
| Snowflake Architecture & Core Concepts | 31% | - Databases, Schemas, Objects, Data Types - Cloud Services Layer, Compute Layer, Storage Layer - Snowsight Interface, Core Platform Features - Virtual Warehouses, Clustering, Caching |
| Account Management & Data Governance | 20% | - Access Control: RBAC, DAC, Roles, Privileges - Trust Center, Data Lineage, Compliance - Governance: Resource Monitors, Data Masking, Row/Column Security - Security: Network Policies, MFA, Encryption |
| Data Loading, Unloading & Connectivity | 18% | - Bulk Load, Streaming, Dynamic Tables - Unloading Data, Export Options - Stages, File Formats, COPY INTO, Snowpipe - External Integrations, Connectors, SnowSQL |
| Data Collaboration & Protection | 10% | - Secure Data Sharing, Listings, Marketplace - Data Clean Rooms, Collaboration Features - Data Protection, Retention, Time Travel, Fail-safe |
| Performance Optimization, Querying & Transformation | 21% | - Materialized Views, Streams, Tasks, Pipelines - Cortex AI, Notebooks, Apache Iceberg Tables - SQL Transformations, Semi-structured/Unstructured Data - Query Processing, Profiling, Optimization |
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NEW QUESTION # 490
How would you determine the size of the virtual warehouse used for a task?
Answer: A
Explanation:
The size of the virtual warehouse for a task can be configured to handle concurrency automatically using a Multi-cluster warehouse (MCW). This is because tasks are designed to run their body on a schedule, and MCW allows for scaling compute resources to match the task's execution needs without manual intervention.References: [COF-C02] SnowPro Core Certification Exam Study Guide
NEW QUESTION # 491
A user needs to know this information about an object:
1. Who accessed the data?
2. When was the data accessed?
3. What columns were accessed?
Which ACCOUNT_USAGE schema view should be used?
Answer: C
NEW QUESTION # 492
What does the Remote Disk I/O statistic in the Query Profile indicate?
Answer: A
Explanation:
The Remote Disk I/O statistic in the Query Profile reflects time spent waiting on remote disk access, which can occur when data needs to be retrieved from external storage (remote). This metric is crucial for identifying bottlenecks related to I/O delays, often suggesting a need for performance optimization in data retrieval paths.
The other options relate to caching and network activity, but Remote Disk I/O specifically measures the wait time for data access from remote storage locations.
NEW QUESTION # 493
Which file function provides a URL with access to a file on a stage without the need for authentication and authorization?
Answer: D
Explanation:
The GET_PRESIGNED_URL file function in Snowflake provides a URL with access to a file on a stage without requiring authentication and authorization. This is particularly useful for sharing data files stored in Snowflake stages with external parties securely and conveniently. The presigned URL generated by this function gives temporary access to the file, which expires after a specified duration.
Example usage of GET_PRESIGNED_URL:
SELECT GET_PRESIGNED_URL('<stage_name>', '<file_path>');
This function generates a URL that can be used to directly access a file in the stage, making it easier to share data without compromising security.
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NEW QUESTION # 494
What is the purpose of the STRIP NULL_VALUES file format option when loading semi-structured data files into Snowflake?
Answer: C
Explanation:
The STRIP NULL_VALUES file format option, when set to TRUE, removes object or array elements that contain null values during the loading process of semi-structured data files into Snowflake. This ensures that the data loaded into Snowflake tables does not contain these null elements, which can be useful when the
"null" values in files indicate missingvalues and have no other special meaning2.
References: [ COF-C03 ] SnowPro Core Certification Exam Study Guide
NEW QUESTION # 495
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