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| Section | Weight | Objectives |
|---|---|---|
| Data Loading & Unloading | 15% | - Data unloading and staging - File formats (JSON, CSV, Parquet, AVRO) - Data ingestion best practices - Bulk loading with COPY command - Continuous loading with Snowpipe |
| Data Sharing | 12% | - Data listing marketplace - Reader account management - Shares and reader accounts - Private sharing vs. Data Exchange |
| Virtual Warehouses | 15% | - Multi-cluster warehouses - Warehouse monitoring and troubleshooting - Warehouse sizing and scaling - Cache concepts (warehouse, result, metadata) - Warehouse creation and configuration |
| Security & Access Control | 10% | - Row-level and column-level security - Governance best practices - Authentication (SSO, MFA) - Authorization (roles, privileges) - Masking policies |
| Account Objects | 8% | - Resource monitors - Organizations and accounts structure - Warehouses, databases, and schemas hierarchy |
| Performance Optimization & Monitoring | 4% | - Query history and monitoring - Resource optimization techniques - Query profiling and performance tuning |
| Databases, Tables & Views | 18% | - Column types and sequences - Clustering and micro-partitions - Stored procedures and UDFs - Table types (permanent, transient, temporary) - Data manipulation (DML operations) - Views (standard, materialized, secure) |
| Time Travel & Cloning | 10% | - UNDROP and historical data access - Fail-safe concepts - Zero-copy cloning - Time travel concepts and retention |
| Cloud Platform Overview & Snowflake Key Concepts | 8% | - Virtual warehouse concepts and credit usage - Snowflake editions and features - Snowflake architecture layers (storage, compute, services) |
| Semi-Structured Data | 10% | - Array and object operations - VARIANT data type - Parsing and flattening semi-structured data |
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NEW QUESTION # 135
Which function, when added to a select statement will return a randomly-selected, specified number of rows from a table?
Answer: A
NEW QUESTION # 136
A data provider wants to share data with a consumer who does not have a Snowflake account. The provider creates a reader account for the consumer following these steps:
1. Created a user called "CONSUMER"
2. Created a database to hold the share and an extra-small warehouse to query the data
3. Granted the role PUBLIC the following privileges: Usage on the warehouse, database, and schema, and SELECT on all the objects in the share Based on this configuration what is true of the reader account?
Answer: C
Explanation:
The reader account compute will be billed to the provider account. Very Comprehensive Explanation: In Snowflake, when a provider creates a reader account for a consumer who does not have a Snowflake account, the compute resources used by the reader account are billed to the provider's account. This allows the consumer to query the shared data without incurring any costs. References: [COF-C02] SnowPro Core Certification Exam Study Guide
NEW QUESTION # 137
What is the purpose of a Query Profile?
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