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| Section | Weight | Objectives |
|---|
| Data Sharing and Marketplace | 10% | - Snowflake Marketplace
- 1. Marketplace administration and governance
- 2. Listing and consuming data products
- Secure data sharing
- 1. Secure views and data consumption
- 2. Shares, readers and data providers
|
| Business Continuity and Disaster Recovery | 15% | - Disaster recovery planning
- 1. Recovery time and point objectives
- 2. Failover and failback procedures
- Data protection and replication
- 1. Time travel and fail-safe configuration
- 2. Cross-region and cross-cloud replication
- 3. Database cloning and backup strategies
|
| Resource Management and Optimization | 25% | - Virtual warehouse administration
- 1. Workload management and resource monitoring
- 2. Cost optimization strategies
- 3. Warehouse sizing, scaling and suspension
- Database and object management
- 1. Schema design and object lifecycle
- 2. Storage management and clustering
- 3. Data retention and time travel
|
| Performance Monitoring and Tuning | 20% | - System monitoring and troubleshooting
- 1. Workload isolation and concurrency control
- 2. Account and warehouse usage metrics
- 3. Error logging and troubleshooting techniques
- Query performance analysis
- 1. Materialized views and search optimization
- 2. Indexing and clustering keys optimization
- 3. Query profiling and execution plans
|
| Account and Security Administration | 30% | - Access control and security
- 1. Authentication and network policies
- 2. Role-based access control (RBAC) design
- 3. User and privilege management
- 4. Data security and masking policies
- Account configuration and management
- 1. Edition and feature configuration
- 2. Cost management and billing
- 3. Organization and account structures
|
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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q32-Q37):
NEW QUESTION # 32
What session parameter can be used to test the integrity of secure views based on the account that is accessing that view?
- A. MIMIC CONSUMER ACCOUNT
- B. SIMULATED DATA SHARING CONSUMER
- C. PRODUCER TEST ACCT
- D. TEST ACCOUNT ID
Answer: A
Explanation:
The session parameter MIMIC_CONSUMER_ACCOUNT allows a data provider to test how secure views will appear to a specific consumer account. This ensures the integrity and correctness of secure views before they are shared.
NEW QUESTION # 33
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 file URLs.
- B. A secure view with a column for the stage name and a column for the file path.
- C. A secure view with a column for METADATA$FILENAME.
- D. A secure view with a column for pre-signed URLs.
Answer: B
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 # 34
A retailer uses a TRANSACTIONS table (100M rows, 1.2 TB) that has been clustered by the STORE_ID column (varchar(50)). The vast majority of analyses on this table are grouped by STORE_ID to look at store performance.
There are 1000 stores operated by the retailer but most sales come from only 20 stores. The Administrator notes that most queries are currently experiencing poor pruning, with large amounts of bytes processed by even simple queries.
Why is this occurring?
- A. The table is not big enough to take advantage of the clustering key.
- B. The STORE_ID should be numeric.
- C. The cardinality of the stores to transaction count ratio is too low to use the STORE_ID as a clustering key.
- D. Sales across stores are not uniformly distributed.
Answer: D
Explanation:
Clustering is effective when data distribution across the clustering key is relatively uniform. In this case, most transactions are concentrated in only 20 of the 1000 stores, leading to skewed data distribution. This imbalance causes poor pruning, since large portions of micro-partitions still need to be scanned, even for queries targeting specific stores.
NEW QUESTION # 35
A Snowflake organization MYORG consists of two Snowflake accounts:
Account Name Snowflake Region Snowflake Edition
ACCOUNT1 AWS_EU_WEST_2 ENTERPRISE
ACCOUNT2 AZURE_WESTEUROPE STANDARD
The ACCOUNT1 has a database PROD_DB and the ORGADMIN role enabled.
Management wants to have the PROD_DB database replicated to ACCOUNT2.
Are there any necessary configuration steps in ACCOUNT1 before the database replication can be configured and initiated in ACCOUNT2?
- A. It is not possible to replicate a database from an Enterprise edition Snowflake account to a Standard edition Snowflake account.
- B. No configuration steps are necessary in ACCOUNT1. Replicating databases across accounts within the same Snowflake organization is enabled by default.
- C. USE ROLE ORGADMIN;
SELECT SYSTEM$GLOBAL_ACCOUNT_SET_PARAMETER('MYORG.ACCOUNT1','ENABLE_ACCOUNT_DATABASE_REPLICATION','TRUE');
USE ROLE ACCOUNTADMIN;
ALTER DATABASE PROD_DB ENABLE REPLICATION TO ACCOUNTS MYORG.ACCOUNT2 IGNORE EDITION CHECK; - D. USE ROLE ORGADMIN;
SELECT SYSTEM$GLOBAL_ACCOUNT_SET_PARAMETER('MYORG.ACCOUNT1','ENABLE_ACCOUNT_DATABASE_REPLICATION','TRUE');
SELECT SYSTEM$GLOBAL_ACCOUNT_SET_PARAMETER('MYORG.ACCOUNT2','ENABLE_ACCOUNT_DATABASE_REPLICATION','TRUE');
USE ROLE ACCOUNTADMIN;
ALTER DATABASE PROD_DB ENABLE REPLICATION TO ACCOUNTS MYORG.ACCOUNT2;
Answer: C
Explanation:
Replication between accounts requires both accounts to have replication enabled. Since ACCOUNT1 (Enterprise) replicates to ACCOUNT2 (Standard), the edition mismatch must be explicitly overridden. The correct configuration in ACCOUNT1 is to enable account-level database replication using SYSTEM$GLOBAL_ACCOUNT_SET_PARAMETER and then issue ALTER DATABASE PROD_DB ENABLE REPLICATION TO ACCOUNTS MYORG.ACCOUNT2 IGNORE EDITION CHECK;. The IGNORE EDITION CHECK clause is mandatory because Snowflake editions differ between the two accounts.
NEW QUESTION # 36
What are characteristics of data replication in Snowflake? (Choose three.)
- A. Replication can only occur within the same cloud provider.
- B. The ALTER DATABASE ... ENABLE REPLICATION TO ACCOUNTS command must be issued from the primary account.
- C. Databases created from shares can be replicated.
- D. To start replication run the ALTER DATABASE ... REFRESH command on the account where the secondary database resides.
- E. Users must be granted REPLICATIONADMIN privileges in order to enable replication.
- F. Users can have unlimited primary databases and they can be replicated to an unlimited number of accounts if all accounts are within the same organization.
Answer: B,C,D
Explanation:
Replication must be enabled on the primary account using ALTER DATABASE ... ENABLE REPLICATION TO ACCOUNTS.
To refresh replicated data, ALTER DATABASE ... REFRESH is executed on the secondary database.
Databases created from shares can also be replicated.
NEW QUESTION # 37
......
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