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| Section | Objectives |
|---|---|
| Performance and Monitoring | - Performance tuning and optimization
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| Data Loading and Unloading | - Bulk and continuous data ingestion
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| Account and Resource Administration | - Account configuration and management
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| Security and Access Control | - Authentication and authorization
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| Snowflake Architecture and Virtual Warehouses | - Snowflake architecture concepts
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| Data Protection and Recovery | - Backup and recovery mechanisms
|
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NEW QUESTION # 31
Which statement allows a Snowflake Administrator to retrieve the network policy applied to their Snowflake account?
Answer: A
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 # 32
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?
Answer: B
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 # 33
A Snowflake account is configured with SCIM provisioning for user accounts and has bi-directional synchronization for user identities. An Administrator with access to SECURITYADMIN uses the Snowflake UI to create a user by issuing the following commands:
use role USERADMIN;
create or replace role DEVELOPER_ROLE;
create user PTORRES PASSWORD = 'hello world!' MUST_CHANGE_PASSWORD = FALSE
default_role = DEVELOPER_ROLE;
The new user named PTORRES successfully logs in, but sees a default role of PUBLIC in the web UI. When attempted, the following command fails:
use DEVELOPER_ROLE;
Why does this command fail?
Answer: A
Explanation:
Creating a user in Snowflake does not automatically grant them roles beyond PUBLIC. To use DEVELOPER_ROLE, the USERADMIN (or another role with MANAGE GRANTS privilege) must explicitly grant DEVELOPER_ROLE to PTORRES. Without this grant, the user cannot assume the role.
NEW QUESTION # 34
What roles can be used to create network policies within Snowflake accounts? (Choose three.)
Answer: B,C,F
Explanation:
SECURITYADMIN, ACCOUNTADMIN, and ORGADMIN roles can create network policies in Snowflake accounts. These roles have the necessary privileges to manage account-level security policies.
NEW QUESTION # 35
In which scenario will use of an external table simplify a data pipeline?
Answer: C
Explanation:
External tables in Snowflake are specifically designed to reference and query data files located in external cloud storage. This simplifies data pipelines by allowing direct SQL access to external data without the need for loading it into Snowflake.
NEW QUESTION # 36
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