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| Section | Objectives |
|---|---|
| Topic 1: Data Loading and Unloading | - Data unloading and external stages - Bulk loading using stages and COPY INTO |
| Topic 2: Data Transformations and Querying | - Semi-structured data handling (VARIANT, JSON, Parquet) - SQL querying in Snowflake |
| Topic 3: Data Protection, Security, and Performance | - Role-based access control (RBAC) - Time Travel and Fail-safe concepts - Query performance optimization basics |
| Topic 4: Snowflake Architecture and Overview | - Virtual warehouses and resource scaling concepts - Snowflake architecture concepts (cloud data platform, separation of storage and compute) |
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NEW QUESTION # 270
User-level network policies can be created by which of the following roles? (Select TWO).
Answer: C,D
Explanation:
By default, Snowflake allows users to connect to the service from any computer or device IP address. A security administrator (or higher) can create a network policy to allow or deny access to a single IP address or a list of addresses. Network policies currently support only Internet Protocol version 4 (i.e. IPv4) addresses.
An administrator with sufficient permissions can create any number of network policies.
https://docs.snowflake.com/en/user-guide/network-policies.html#:~:text=A%20security%20administrator%20(or%20higher,any%20number%20of%20network%20policies.
NEW QUESTION # 271
What is the least-privileged database role needed to view the definition of a secure materialized view?
Answer: A
Explanation:
The USAGE_VIEWER role is the minimum required to view metadata and definitions of governance- enabled or secure objects like secure materialized views.
Reference:
Snowflake Docs: Governance Roles
NEW QUESTION # 272
Which command should be used to load data from a local computer into Snowflake?
Answer: B
NEW QUESTION # 273
Which URL provides access to files in Snowflake without authorization?
Answer: C
Explanation:
A Pre-signed URL provides access to files stored in Snowflake without requiring authorization at the time of access. This feature allows users to generate a URL with a limited validity period that grants temporary access to a file in a secure manner. It's particularly useful for sharing data with external parties or applications without the need for them to authenticate directly with Snowflake.
Reference:
Snowflake Documentation: Using Pre-signed URLs
NEW QUESTION # 274
Which Snowflake layer is associated with virtual warehouses?
Answer: A
Explanation:
The layer of Snowflake's architecture associated with virtual warehouses is the Query Processing layer.
Virtual warehouses in Snowflake are dedicated compute clusters that execute SQL queries against the stored data. This layer is responsible for the entire query execution process, including parsing, optimization, and the actual computation. It operates independently of the storage layer, enabling Snowflake to scale compute and storage resources separately for efficiency and cost-effectiveness.
References:
* Snowflake Documentation: Snowflake Architecture
NEW QUESTION # 275
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