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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Performance Optimization, Querying & Transformation | 21% | - Cortex AI, Notebooks, Apache Iceberg Tables - SQL Transformations, Semi-structured/Unstructured Data - Query Processing, Profiling, Optimization - Materialized Views, Streams, Tasks, Pipelines |
| Topic 2: Snowflake Architecture & Core Concepts | 31% | - Snowsight Interface, Core Platform Features - Cloud Services Layer, Compute Layer, Storage Layer - Virtual Warehouses, Clustering, Caching - Databases, Schemas, Objects, Data Types |
| Topic 3: Account Management & Data Governance | 20% | - Security: Network Policies, MFA, Encryption - Trust Center, Data Lineage, Compliance - Governance: Resource Monitors, Data Masking, Row/Column Security - Access Control: RBAC, DAC, Roles, Privileges |
| Topic 4: Data Loading, Unloading & Connectivity | 18% | - Bulk Load, Streaming, Dynamic Tables - Stages, File Formats, COPY INTO, Snowpipe - Unloading Data, Export Options - External Integrations, Connectors, SnowSQL |
| Topic 5: Data Collaboration & Protection | 10% | - Data Protection, Retention, Time Travel, Fail-safe - Secure Data Sharing, Listings, Marketplace - Data Clean Rooms, Collaboration Features |
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質問 # 631
What is the initial status of a cloned task?
正解：D
解説：
Newly created tasks and cloned tasks are initially suspended. This prevents a copied task or task graph from beginning scheduled execution automatically before its ownership, dependencies, warehouse configuration, and business logic have been reviewed. When a database or schema containing tasks is cloned, the cloned tasks are also suspended by default. An authorized role must explicitly execute ALTER TASK ... RESUME before normal scheduled execution begins. The cloned task does not inherit a running state merely because the source task was active, and "Unassigned" is not a Snowflake task state. Therefore, option B is correct. This default protects against duplicate data processing, unexpected resource consumption, and accidental execution of cloned task logic in development, testing, backup, or recovery environments.
質問 # 632
The property mins_to_bypass_network_policy is set at which level?
正解：B
解説：
The property mins_to_bypass_network_policy is set at the account level in Snowflake. This setting allows administrators to specify a time frame during which users can bypass network policies that have been set on their account. It is particularly useful in scenarios where temporary access needs to be granted from IPs not covered by the existing network policies. By adjusting this property at the account level, Snowflake administrators can manage and enforce network access controls efficiently across the entire account.
References:
Snowflake Documentation on Network Policies: Network Policies
質問 # 633
When using SnowSQL, which configuration options are required when unloading data from a SQL query run on a local machine? {Select TWO).
正解：C、E
解説：
When unloading data from SnowSQL (Snowflake's command-line client), to a file on a local machine, you need to specify certain configuration options to determine how and where the data should be outputted. The correct configuration options required are:
C . output_file: This configuration option specifies the file path where the output from the query should be stored. It is essential for directing the results of your SQL query into a local file, rather than just displaying it on the screen.
D . output_format: This option determines the format of the output file (e.g., CSV, JSON, etc.). It is crucial for ensuring that the data is unloaded in a structured format that meets the requirements of downstream processes or systems.
These options are specified in the SnowSQL configuration file or directly in the SnowSQL command line. The configuration file allows users to set defaults and customize their usage of SnowSQL, including output preferences for unloading data.
References:
Snowflake Documentation: SnowSQL (CLI Client) at Snowflake Documentation Snowflake Documentation: Configuring SnowSQL at Snowflake Documentation
質問 # 634
Which function will provide the proxy information needed to protect Snowsight?
正解：C
解説：
TheSYSTEM$GET_PRIVATELINKfunction in Snowflake provides proxy information necessary for configuring PrivateLink connections, which can protect Snowsight as well as other Snowflake services.
PrivateLink enhances security by allowing Snowflake to be accessed via a private connection within a cloud provider's network, reducing exposure to the public internet.
References:
Snowflake Documentation: PrivateLink Setup
質問 # 635
How would a user run a multi-cluster warehouse in maximized mode?
正解：C
解説：
To run a multi-cluster warehouse in maximized mode, a user should set the minimum and maximum number of clusters to the same value.This ensures that all clusters are available when the warehouse is started, providing maximum resources for query execution. References: Snowflake Documentation2.
質問 # 636
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