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| Section | Weight | Objectives |
|---|
| Topic 1: Resource Management and Optimization | 25% | - Database and object management
- 1. Data retention and time travel
- 2. Schema design and object lifecycle
- 3. Storage management and clustering
- Virtual warehouse administration
- 1. Cost optimization strategies
- 2. Warehouse sizing, scaling and suspension
- 3. Workload management and resource monitoring
|
| Topic 2: Business Continuity and Disaster Recovery | 15% | - Data protection and replication
- 1. Cross-region and cross-cloud replication
- 2. Database cloning and backup strategies
- 3. Time travel and fail-safe configuration
- Disaster recovery planning
- 1. Recovery time and point objectives
- 2. Failover and failback procedures
|
| Topic 3: Data Sharing and Marketplace | 10% | - Snowflake Marketplace
- 1. Listing and consuming data products
- 2. Marketplace administration and governance
- Secure data sharing
- 1. Shares, readers and data providers
- 2. Secure views and data consumption
|
| Topic 4: Performance Monitoring and Tuning | 20% | - System monitoring and troubleshooting
- 1. Workload isolation and concurrency control
- 2. Error logging and troubleshooting techniques
- 3. Account and warehouse usage metrics
- Query performance analysis
- 1. Indexing and clustering keys optimization
- 2. Materialized views and search optimization
- 3. Query profiling and execution plans
|
| Topic 5: Account and Security Administration | 30% | - Account configuration and management
- 1. Edition and feature configuration
- 2. Organization and account structures
- 3. Cost management and billing
- Access control and security
- 1. Role-based access control (RBAC) design
- 2. User and privilege management
- 3. Authentication and network policies
- 4. Data security and masking policies
|
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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q51-Q56):
NEW QUESTION # 51
Company A uses Snowflake to manage audio files of call recordings. Company A hired Company B, who also uses Snowflake, to transcribe the audio files for further analysis.
Company A's Administrator created a share.
What object should be added to the share to allow Company B access to the files?
- A. A secure view with a column for the stage name and a column for the file path.
- B. A secure view with a column for file URLs.
- C. A secure view with a column for pre-signed URLs.
- D. A secure view with a column for METADATA$FILENAME.
Answer: A
Explanation:
Sharing a secure view with a column for the stage name and a column for the file path allows Company B to access the referenced files through Snowflake's external or internal stage, without exposing direct URLs. This maintains security and supports seamless access for the recipient.
NEW QUESTION # 52
An Administrator loads data into a staging table every day. Once loaded, users from several different departments perform transformations on the data and load it into different production tables.
How should the staging table be created and used to MINIMIZE storage costs and MAXIMIZE performance?
- A. Create it as a temporary table with a retention time of 0 days.
- B. Create it as a transient table with a retention time of 0 days.
- C. Create it as an external table, which will not incur Time Travel costs.
- D. Create it as a permanent table with a retention time of 0 days.
Answer: B
Explanation:
A transient table is best suited for staging because it avoids long-term storage costs by not maintaining Fail-safe and can have Time Travel retention set to 0 days. This minimizes storage costs while still providing performance comparable to permanent tables, making it the optimal choice for daily staging data.
NEW QUESTION # 53
A large international company with many operating regions requires data to be shared bi-directionally among all offices (head office to regional offices and regional offices among themselves). This company is a Snowflake account holder with European operations deployed in Microsoft Azure (single region) while North American regional offices are using AWS (single region) as their deployment cloud. This setup is required to comply with Personal Identifiable Information (PII) regulations in some of the European countries. The corporate head office is in Europe.
How can this data be shared bi-directionally, while MINIMIZING costs?
- A. Use the PUT command to move files to an Amazon S3 bucket and Azure Blobs, and use an external file management application to move files within the corporate VPC.
- B. Move all the Snowflake accounts to a single region, and implement data sharing.
- C. Use bi-directional data sharing among offices in the same region and replication among offices across the continents.
- D. Use data replication everywhere to reduce costs associated with same-region sharing.
Answer: C
Explanation:
Direct data sharing is the most cost-efficient method when accounts are in the same region and cloud. For cross-continent or cross-cloud sharing, Snowflake requires replication. Combining both - data sharing within the same region and replication across continents - ensures compliance, minimizes costs, and enables bi-directional sharing.
NEW QUESTION # 54
Which statement allows a Snowflake Administrator to retrieve the network policy applied to their Snowflake account?
- A. SHOW NETWORK POLICIES;
- B. SHOW NETWORK POLICIES IN ACCOUNT;
- C. SHOW PARAMETERS LIKE ‘NETWORK POLICY’ IN ACCOUNT;
- D. DESC NETWORK POLICY <policy_name>;
Answer: C
Explanation:
The network policy applied at the account level is stored as an account parameter. Using a SHOW PARAMETERS command with the filter for NETWORK POLICY at the account scope returns the currently configured value, which identifies the network policy associated with the account.
NEW QUESTION # 55
When adding secure views to a share in Snowflake, which function is needed to authorize users from another account to access rows in a base table?
- A. CURRENT CLIENT
- B. CURRENT USER
- C. CURRENT ACCOUNT
- D. CURRENT ROLE
Answer: C
Explanation:
When building secure views for data sharing, the CURRENT_ACCOUNT function is used to identify and authorize the consuming account. This ensures that row-level security can be enforced per consumer account accessing the shared data.
NEW QUESTION # 56
......
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