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Snowflake COF-C02 Exam Syllabus Topics:

SectionWeightObjectives
Performance Optimization20-25%- Warehouse Optimization
  • 1. Auto-Suspend/Auto-Resume
  • 2. Multi-cluster Configuration
  • 3. Warehouse Sizing
- Query Performance
  • 1. Result Set Caching
  • 2. Query History
  • 3. Query Profiling
- Data Optimization
  • 1. Search Optimization Service
  • 2. Materialized Views
  • 3. Clustering Keys
Cloud Architecture and Data Loading20-25%- Snowflake Architecture Overview
  • 1. Snowflake Editions
  • 2. Multi-cluster Warehouses
  • 3. Layers (Storage, Compute, Services)
  • 4. Virtual Warehouses
- Data Loading Techniques
  • 1. Continuous Loading
  • 2. Bulk Loading (COPY INTO)
  • 3. Data Loading Best Practices
Data Handling and Transformation15-20%- Data Transformation
  • 1. Data Pipelines
  • 2. Time Travel Features
  • 3. Snowflake SQL Functions
- Semi-Structured Data
  • 1. Flattening Data
  • 2. VARIANT Data Type
  • 3. JSON/Avro/Parquet Handling
Billing and Account Management10-15%- Account Operations
  • 1. Object Naming Conventions
  • 2. Account Parameters
  • 3. Database/Schema Management
- Credit Usage
  • 1. Resource Monitors
  • 2. Credit Monitoring
Account Access and Security20-25%- Authorization
  • 1. Role Hierarchy
  • 2. Grant/Revoke Commands
  • 3. Object Privileges
- Network Security
  • 1. Private Connectivity
  • 2. Network Policies
- Authentication
  • 1. User/Role Management
  • 2. SSO Integration
  • 3. Multi-Factor Authentication

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Snowflake SnowPro Core Certification Exam Sample Questions (Q273-Q278):

NEW QUESTION # 273
What can be shared when the SECURE_OBJECTS_ONLY property is set to FALSE?

Answer: C

Explanation:
The correct answer is A. View .
In Snowflake data sharing, secure objects are normally required when sharing views or functions because secure objects prevent sensitive underlying query details from being exposed. However, when the SECURE_OBJECTS_ONLY property is set to FALSE, non-secure views can be shared.
Why A is correct:
A view can be shared when SECURE_OBJECTS_ONLY = FALSE. This setting relaxes the requirement that only secure views be included.
Why the other options are incorrect:
B). Stored procedures are not standard objects shared through Snowflake secure data sharing in the same way as tables and views.
C). Storage integration access is not shared as a database object through a Snowflake share.
D). UDF sharing has security restrictions, and the safest exam answer here is a view when SECURE_OBJECTS_ONLY is disabled.
Official Snowflake documentation reference:
Snowflake documentation explains that shares can include database objects such as tables and views. Secure object requirements apply to certain shared objects, and the SECURE_OBJECTS_ONLY property controls whether only secure objects are allowed.
Reference: Snowflake Documentation - Secure Data Sharing; Snowflake Documentation - Shares; Snowflake Documentation - SECURE_OBJECTS_ONLY; SnowPro Core Study Guide - Data Protection and Governance.


NEW QUESTION # 274
What are the possible values within a METADATASACTION column in a Snowflake stream? (Select TWO).

Answer: C,E

Explanation:
In Snowflake streams, the METADATASACTION column indicates the type of data manipulation operation that has occurred. The possible values include INSERT and DELETE.
INSERT: Indicates that a new row has been inserted into the table.
DELETE: Indicates that a row has been deleted from the table.
Reference:
Snowflake Documentation: Change Data Capture (CDC) with Streams
Snowflake Documentation: Stream Data Capture


NEW QUESTION # 275
Which table function is used to perform additional processing on the results of a previously-run query?

Answer: A

Explanation:
TheRESULT_SCANtable function is used in Snowflake to perform additional processing on the results of a previously-run query. It allows users to reference the result set of a previous query by its query ID, enabling further analysis or transformations without re-executing the original query.
Snowflake Documentation: RESULT_SCAN


NEW QUESTION # 276
What are the recommended alternative data types in Snowflake for unsupported large object data types such as BLOB and CLOB? (Select TWO).

Answer: A,D

Explanation:
* Snowflake does not support traditional large object data types like BLOB (Binary Large Object) and CLOB (Character Large Object).
* Recommended alternatives:
* BINARY (C): Used for binary data like images or files.
* VARCHAR (E): Used for large text-based data, such as documents or logs.
References:
* Snowflake Documentation: Data Types


NEW QUESTION # 277
How can a Snowflake user access near real-time metrics that can be used to identify queries affected by disk spilling?

Answer: B


NEW QUESTION # 278
......

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