Snowflake COF-C02 Simulation Questions | Valid COF-C02 Test Cram

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Snowflake COF-C02 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Account Access and Security20-25%- Authentication
  • 1. User/Role Management
  • 2. Multi-Factor Authentication
  • 3. SSO Integration
- Network Security
  • 1. Network Policies
  • 2. Private Connectivity
- Authorization
  • 1. Role Hierarchy
  • 2. Grant/Revoke Commands
  • 3. Object Privileges
Topic 2: Billing and Account Management10-15%- Account Operations
  • 1. Object Naming Conventions
  • 2. Account Parameters
  • 3. Database/Schema Management
- Credit Usage
  • 1. Credit Monitoring
  • 2. Resource Monitors
Topic 3: Performance Optimization20-25%- Query Performance
  • 1. Result Set Caching
  • 2. Query History
  • 3. Query Profiling
- Data Optimization
  • 1. Materialized Views
  • 2. Clustering Keys
  • 3. Search Optimization Service
- Warehouse Optimization
  • 1. Auto-Suspend/Auto-Resume
  • 2. Multi-cluster Configuration
  • 3. Warehouse Sizing
Topic 4: Cloud Architecture and Data Loading20-25%- Data Loading Techniques
  • 1. Data Loading Best Practices
  • 2. Continuous Loading
  • 3. Bulk Loading (COPY INTO)
- Snowflake Architecture Overview
  • 1. Layers (Storage, Compute, Services)
  • 2. Multi-cluster Warehouses
  • 3. Snowflake Editions
  • 4. Virtual Warehouses
Topic 5: Data Handling and Transformation15-20%- Data Transformation
  • 1. Time Travel Features
  • 2. Snowflake SQL Functions
  • 3. Data Pipelines
- Semi-Structured Data
  • 1. Flattening Data
  • 2. JSON/Avro/Parquet Handling
  • 3. VARIANT Data Type

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Snowflake SnowPro Core Certification Exam Sample Questions (Q944-Q949):

NEW QUESTION # 944
Which of the following are valid methods for authenticating users for access into Snowflake? (Select THREE)

Answer: B,E,F

Explanation:
Snowflake supports several methods for authenticating users, including federated authentication, key-pair authentication, and OAuth. Federated authentication allows users to authenticate using their organization's identity provider. Key-pair authentication uses a public-private key pair for secure login, and OAuth is an open standard for access delegation commonly used for token-based authentication. Reference: Authentication policies | Snowflake Documentation, Authenticating to the server | Snowflake Documentation, External API authentication and secrets | Snowflake Documentation.


NEW QUESTION # 945
Which Snowflow object does not consume and storage costs?

Answer: D


NEW QUESTION # 946
What is a non-configurable feature that provides historical data that Snowflake may recover during a 7-day period?

Answer: A

Explanation:
Fail-safe is a non-configurable feature in Snowflake that provides an additional layer of data protection beyond Time Travel. Time Travel allows users to access historical data within a configurable period (up to 90 days), while Fail-safe provides an additional 7-day period during which Snowflake retains historical data to recover from significant data loss or corruption incidents. This period is not accessible by users but can be used by Snowflake support to assist in data recovery efforts.References: Snowflake Documentation on Fail-safe and Time Travel


NEW QUESTION # 947
While running a query on a virtual warehouse in auto-scale mode, additional clusters are stated immediately if which setting is configured?

Answer: A


NEW QUESTION # 948
What feature specifies which roles are allowed to see a particular record in a table?

Answer: C

Explanation:
The correct answer is C. Row access policy .
A row access policy is used to implement row-level security in Snowflake. It controls whether a row is visible in query results based on conditions such as the current role, current user, or values in a mapping table.
Why C is correct:
The question asks which feature controls visibility of particular records, meaning rows. Row access policies are designed exactly for that purpose.
Example concept:
CREATE ROW ACCESS POLICY region_policy
AS (region STRING) RETURNS BOOLEAN - >
region IN (
SELECT allowed_region
FROM role_region_mapping
WHERE role_name = CURRENT_ROLE()
);
This policy can allow users with different roles to see only the rows assigned to their region.
Why the other options are incorrect:
A). Dynamic Data Masking controls how column values are displayed. It masks data in columns but does not filter entire rows.
B). Secure Data Sharing allows data to be shared between accounts, but it is not the row-level filtering feature itself.
D). Object tagging classifies or labels objects for governance, but it does not directly control row visibility.
Official Snowflake documentation reference:
Snowflake documentation describes row access policies as schema-level objects that determine whether a row is visible in query results.
Reference: Snowflake Documentation - Row access policies; Snowflake Documentation - Row-level security; SnowPro Core Study Guide - Data Protection and Governance.


NEW QUESTION # 949
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