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| Section | Weight | Objectives |
|---|
| Semi-Structured Data | 10% | - Array and object operations - VARIANT data type - Parsing and flattening semi-structured data
|
| Performance Optimization & Monitoring | 4% | - Query profiling and performance tuning - Resource optimization techniques - Query history and monitoring
|
| Virtual Warehouses | 15% | - Warehouse sizing and scaling - Multi-cluster warehouses - Warehouse creation and configuration - Warehouse monitoring and troubleshooting - Cache concepts (warehouse, result, metadata)
|
| Databases, Tables & Views | 18% | - Stored procedures and UDFs - Clustering and micro-partitions - Data manipulation (DML operations) - Table types (permanent, transient, temporary) - Column types and sequences - Views (standard, materialized, secure)
|
| Account Objects | 8% | - Resource monitors - Organizations and accounts structure - Warehouses, databases, and schemas hierarchy
|
| Cloud Platform Overview & Snowflake Key Concepts | 8% | - Virtual warehouse concepts and credit usage - Snowflake architecture layers (storage, compute, services) - Snowflake editions and features
|
| Security & Access Control | 10% | - Row-level and column-level security - Authentication (SSO, MFA) - Masking policies - Governance best practices - Authorization (roles, privileges)
|
| Time Travel & Cloning | 10% | - Time travel concepts and retention - UNDROP and historical data access - Fail-safe concepts - Zero-copy cloning
|
| Data Loading & Unloading | 15% | - Data unloading and staging - File formats (JSON, CSV, Parquet, AVRO) - Data ingestion best practices - Continuous loading with Snowpipe - Bulk loading with COPY command
|
| Data Sharing | 12% | - Reader account management - Data listing marketplace - Shares and reader accounts - Private sharing vs. Data Exchange
|
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Snowflake SnowPro® Core Certification 2026 Exam (COF-C03) Sample Questions (Q729-Q734):
NEW QUESTION # 729
What is the MINIMUM Snowflake edition required to add masking policies to selectively mask plain-text data in a table or in view columns at query time?
- A. Business Critical
- B. Standard
- C. Enterprise
- D. Virtual Private Snowflake (VPS)
Answer: C
NEW QUESTION # 730
A sales table FCT_SALES has 100 million records.
The following Query was executed
SELECT COUNT (1) FROM FCT__SALES;
How did Snowflake fulfill this query?
- A. Query against the most-recently created micro-partition
- B. Query against the metadata excite
- C. Query against the result set cache
- D. Query against a virtual warehouse cache
Answer: B
Explanation:
Snowflake is designed to optimize query performance by utilizing metadata for certain types of queries.
When executing a COUNT query, Snowflake can often fulfill the request by accessing metadata about the table's row count, rather than scanning the entire table or micro-partitions. This is particularly efficient for large tables like FCT_SALES with a significant number of records. The metadata layer maintains statistics about the table, including the row count, which enables Snowflake to quickly return the result of a COUNT query without the need to perform a full scan.
References:
Snowflake Documentation on Metadata Management
SnowPro Core Certification StudyGuide
NEW QUESTION # 731
The Snowflake cloud services layer is responsible for which tasks? (Choose two.)
- A. Metadata management
- B. Local disk caching
- C. Database storage
- D. Authentication and access control
- E. Query processing
Answer: A,D
Explanation:
The Snowflake cloud services layer is responsible for tasks such as authentication and access control, ensuring secure access to the platform, and metadata management, which involves organizing and maintaining information about the data stored in Snowflake56.
NEW QUESTION # 732
Which common query problems are identified by the Query Profile? (Select TWO.)
- A. Inefficient pruning
- B. Ambiguous column names
- C. Syntax error
- D. Object does not exist or not authorized
- E. Queries too large to fit in memory
Answer: A,E
Explanation:
The Query Profile in Snowflake can identify common query problems, including:
B . Inefficient pruning: This refers to the inability of a query to effectively limit the amount of data being scanned, potentially leading to suboptimal performance.
D . Queries too large to fit in memory: This indicates that a query requires more memory than is available in the virtual warehouse, which can lead to spilling to disk and degraded performance.
The Query Profile helps diagnose these issues by providing detailed execution statistics and visualizations, aiding in query optimization and troubleshooting.
References:
Snowflake Documentation: Query Profile
Top of Form
NEW QUESTION # 733
Which statement describes how Snowflake supports reader accounts?
- A. The users in a reader account can query data that has been shared with the reader account and can perform DML tasks.
- B. A reader account can consume data from the provider account that created it and combine it with its own data.
- C. A consumer needs to become a licensed Snowflake customer as data sharing is only supported between Snowflake accounts.
- D. The SHOW MANAGED ACCOUNTS command will view all the reader accounts that have been created for an account.
Answer: C
Explanation:
Snowflake supports reader accounts, which are a type of account that allows data providers to share data with consumers who are not Snowflake customers. However, for data sharing to occur, the consumer needs to become a licensed Snowflake customer because data sharing is only supported between Snowflake accounts.
References: Introduction to Secure Data Sharing | Snowflake Documentation2.
NEW QUESTION # 734
......
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