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| Section | Objectives |
|---|---|
| Topic 1: Security and Access Control | - Authentication and user management - Role-based access control (RBAC) |
| Topic 2: Data Loading and Unloading | - Bulk data loading using stages and COPY INTO - External and internal stages |
| Topic 3: Data Sharing and Protection | - Data replication and failover concepts - Secure data sharing |
| Topic 4: Data Transformation and Processing | - Streams and tasks for data pipelines - SQL operations in Snowflake |
| Topic 5: Performance and Optimization | - Query optimization basics - Warehouse sizing and scaling |
| Topic 6: Snowflake Architecture and Platform Concepts | - Snowflake architecture fundamentals - Storage and data organization - Virtual warehouses and compute model |
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NEW QUESTION # 1160
Which table function should be used to view details on a Directed Acyclic Graphic (DAG) run that is presently scheduled or is executing?
Answer: A
Explanation:
The CURRENT_TASK_GRAPHS table function is designed to provide information on Directed Acyclic Graphs (DAGs) that are currently scheduled or executing within Snowflake. This function offers insights into the structure and status of task chains, enabling users to monitor and troubleshoot task executions. DAGs in Snowflake represent sequences of tasks with dependencies, and understanding their current state is crucial for managing complex workflows.References: Snowflake Documentation on Task Management
NEW QUESTION # 1161
What are characteristics of Secure Data Sharing? Select TWO.
Answer: D,E
Explanation:
The correct answers are C. Data is not transferred between accounts and D. Consumer account will incur compute costs .
Important correction:
The provided answer A, B is not correct.
Secure Data Sharing allows data providers to share selected database objects with consumer accounts without copying or transferring the underlying data. Consumers query the shared data using their own virtual warehouses, so the consumer generally pays for the compute used to query the share.
Why C is correct:
With Secure Data Sharing, the provider's data remains in the provider account. Snowflake shares metadata and access, not a physical copy of the data.
Why D is correct:
Consumers use their own compute resources to query shared data. Therefore, the consumer account incurs compute costs when querying the share.
Why the other options are incorrect:
A). Regular, non-secure views generally cannot be shared in the standard secure sharing model. Views shared with consumers should be secure views, unless specific account-level settings allow non-secure objects. The general SnowPro Core concept is that secure views are used to share view logic safely.
B). Sensitive data is not automatically masked simply because data is shared. Masking policies or secure views must be designed and applied intentionally.
E). Reader accounts can query shared data but cannot edit the provider's source data.
Official Snowflake documentation reference:
Snowflake documentation explains that Secure Data Sharing does not copy or move data between accounts.
Consumers use their own warehouses to query shared data, while providers retain control of the shared objects.
Reference: Snowflake Documentation - Secure Data Sharing; Snowflake Documentation - Shares and consumer accounts; Snowflake Documentation - Secure views; SnowPro Core Study Guide - Data Protection and Governance.
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NEW QUESTION # 1162
By default, when is a resource monitor reset to 0?
Answer: B
Explanation:
The correct answer is C. At the beginning of each month .
A Snowflake resource monitor tracks credit usage for an account or specific warehouses. Resource monitors can have reset frequencies such as daily, weekly, monthly, yearly, or never. By default, the reset frequency is monthly.
Why C is correct:
With the default monthly frequency, the resource monitor's credit usage resets to 0 at the beginning of each monthly interval.
Why the other options are incorrect:
A). Daily reset can be configured, but it is not the default.
B). Weekly reset can be configured, but it is not the default.
D). Yearly reset can be configured, but it is not the default.
Official Snowflake documentation reference:
Snowflake documentation explains that resource monitors support configurable reset frequencies and that the default frequency is monthly.
Reference: Snowflake Documentation - Resource monitors; Snowflake Documentation - Credit quota and monitor frequency; SnowPro Core Study Guide - Snowflake Account and Resource Management.
NEW QUESTION # 1163
A Snowflake user accidentally deleted a table. The table no longer exists, but the session is within the data retention period. How can the table be restored using the LEAST amount of operational overhead?
Answer: D
Explanation:
In Snowflake, if a table is accidentally dropped but still within the data retention period (also known as "Time Travel"), the simplest and most efficient recovery method is the UNDROP command. This command restores the deleted table to its previous state with minimal operational effort. Since Snowflake retains dropped table data for a specific retention period (up to 90 days for the Enterprise edition), UNDROP can quickly recover the table without the need for complex cloning or data reloading processes, making it ideal for accidental deletions.
NEW QUESTION # 1164
A Snowflake user executed a query and received the results. Another user executed the same query 4 hours later. The data had not changed.
What will occur?
Answer: B
Explanation:
Snowflake maintains a result cache that stores the results of every query for 24 hours.If the same query is executed again within this time frame and the data has not changed, Snowflake will retrieve the data from the result cache instead of using a virtual warehouse to recompute the results2.
NEW QUESTION # 1165
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