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| Section | Weight | Objectives |
|---|
| Data Sharing and Marketplace | 10% | - Snowflake Marketplace
- 1. Listing and consuming data products
- 2. Marketplace administration and governance
- Secure data sharing
- 1. Secure views and data consumption
- 2. Shares, readers and data providers
|
| Account and Security Administration | 30% | - Access control and security
- 1. User and privilege management
- 2. Data security and masking policies
- 3. Authentication and network policies
- 4. Role-based access control (RBAC) design
- Account configuration and management
- 1. Edition and feature configuration
- 2. Organization and account structures
- 3. Cost management and billing
|
| Resource Management and Optimization | 25% | - Database and object management
- 1. Schema design and object lifecycle
- 2. Data retention and time travel
- 3. Storage management and clustering
- Virtual warehouse administration
- 1. Workload management and resource monitoring
- 2. Warehouse sizing, scaling and suspension
- 3. Cost optimization strategies
|
| Performance Monitoring and Tuning | 20% | - Query performance analysis
- 1. Indexing and clustering keys optimization
- 2. Materialized views and search optimization
- 3. Query profiling and execution plans
- System monitoring and troubleshooting
- 1. Error logging and troubleshooting techniques
- 2. Workload isolation and concurrency control
- 3. Account and warehouse usage metrics
|
| Business Continuity and Disaster Recovery | 15% | - Disaster recovery planning
- 1. Failover and failback procedures
- 2. Recovery time and point objectives
- Data protection and replication
- 1. Cross-region and cross-cloud replication
- 2. Time travel and fail-safe configuration
- 3. Database cloning and backup strategies
|
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Valid Test ADA-C02 Bootcamp - ADA-C02 Hot Questions
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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q40-Q45):
NEW QUESTION # 40
In general, the monthly billing for database replication is proportional to which variables? (Choose two.)
- A. The frequency of the secondary database refreshes from the primary database
- B. The number and size of warehouses defined in the primary account
- C. The frequency of changes to the primary database as a result of data loading or DML operations
- D. The amount of table data in the primary database that changes as a result of data loading or DML operations
- E. The number of times data moves across regions and/or cloud service providers between the primary and secondary database accounts
Answer: A,D
Explanation:
Replication billing is proportional to the amount of table data in the primary database that changes and needs to be replicated.
The frequency of secondary database refreshes determines how often changed data is transferred, directly impacting replication costs.
NEW QUESTION # 41
A Snowflake Administrator has a multi-cluster virtual warehouse and is using the Snowflake Business-Critical edition. The minimum number of clusters is set to 2 and the maximum number of clusters is set to 10. This configuration works well for the standard workload, rarely exceeding 5 running clusters. However, once a month the Administrator notes that there are a few complex long-running queries that are causing increased queue time and the warehouse reaches its maximum limit at 10 clusters.
Which solutions will address the issues happening once a month? (Choose two.)
- A. Increase the multi-cluster maximum to 20 or more clusters.
- B. Use a task to increase the cluster size for the time period that the more complex queries are running and another task to reduce the size of the cluster once the complex queries complete.
- C. Increase the minimum number of clusters started in the multi-cluster configuration to 5.
- D. Have the group running the complex monthly queries use a separate appropriately-sized warehouse to support their workload.
- E. Examine the complex queries and determine if they can be made more efficient using clustering keys or materialized views.
Answer: D,E
Explanation:
The best way to handle the once-a-month complex workload is to use a separate, appropriately-sized warehouse dedicated to that workload and to optimize the complex queries with techniques like clustering keys or materialized views. These approaches resolve queueing and performance issues without overspending on always running more clusters.
NEW QUESTION # 42
An Administrator receives data from a Snowflake partner. The partner is sharing a dataset that contains multiple secure views. The Administrator would like to configure the data so that only certain roles can see certain secure views.
How can this be accomplished?
- A. Create views over the incoming shared database and apply the desired RBAC onto these views.
- B. Individually grant imported privileges onto the schema in the share.
- C. Clone the data and insert it into a company-owned share and apply the desired RBAC on the new tables.
- D. Apply RBAC directly onto the partner's shared secure views.
Answer: A
Explanation:
Permissions cannot be applied directly to objects in a shared database. To enforce role-based access, the Administrator must create views over the shared secure views in a local database and then apply RBAC privileges to those new views. This allows controlling which roles can see which data.
NEW QUESTION # 43
If the query matches the definition, will Snowflake always dynamically rewrite the query to use a materialized view?
- A. No, because the optimizer might decide against it.
- B. No, because joins are not supported by materialized views.
- C. Yes, because materialized views are always faster.
- D. No, because the materialized view may not be up-to-date.
Answer: A
Explanation:
Even if a query matches the definition of a materialized view, the Snowflake optimizer may decide not to rewrite the query to use it. The optimizer evaluates factors such as freshness, cost, and efficiency before choosing whether or not to substitute the materialized view.
NEW QUESTION # 44
What Snowflake capabilities are commonly used in rollback scenarios? (Choose two.)
- A. SELECT SYSTEM$CANCEL_QUERY('problematic_query_id');
- B. Contact Snowflake Support to retrieve Fail-safe data.
- C. CREATE TABLE prd_table_bkp CLONE prd_table BEFORE (STATEMENT => 'problematic_query_id');
- D. CREATE TABLE prd_table_bkp as SELECT * from table(result_scan('problematic_query_id'));
- E. ALTER TABLE prd_table SWAP WITH prd_table_bkp;
Answer: C,E
Explanation:
Creating a clone of a table at a point in time before a problematic statement uses Snowflake Time Travel to restore the table’s previous state without copying data. This allows recovery of the table as it existed before the issue occurred.
Swapping tables enables a fast rollback by exchanging the original production table with the restored backup table. This operation is metadata-only and allows immediate restoration of the previous version of the data with minimal downtime.
NEW QUESTION # 45
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