DA0-001 · Question #68
A database consists of one fact table that is composed of multiple dimensions. Depending on the dimension, each one can be represented by a denormalized table or multiple normalized tables. This…
The correct answer is D. snowflake schema. This structure, featuring a central fact table and dimensions that are either denormalized or further broken down into normalized tables, perfectly describes a snowflake schema.
Question
A database consists of one fact table that is composed of multiple dimensions. Depending on the dimension, each one can be represented by a denormalized table or multiple normalized tables. This structure is an example of a:
Options
- Atransactional schema.
- Bstar schema.
- Cnon-relational schema.
- Dsnowflake schema.
How the community answered
(39 responses)- A3% (1)
- C5% (2)
- D92% (36)
Why each option
This structure, featuring a central fact table and dimensions that are either denormalized or further broken down into normalized tables, perfectly describes a snowflake schema.
A transactional schema (e.g., OLTP schema) is optimized for daily operational transactions and data integrity, typically involving many normalized tables, which is different from a data warehousing schema focused on analytical queries.
A star schema consists of a central fact table surrounded by denormalized dimension tables, where each dimension is represented by a single table, unlike the described structure where dimensions can be further normalized.
A non-relational schema refers to databases like NoSQL databases which do not use the tabular, relational model and are fundamentally different from the fact/dimension table structure described.
A snowflake schema is a logical arrangement of tables in a multidimensional database where the dimension tables are normalized, meaning they are further broken down into multiple related tables. This creates a hierarchical structure that "snowflakes" out from the central fact table, providing more granular detail and reducing data redundancy compared to a star schema.
Concept tested: Data warehousing schemas - snowflake
Source: https://learn.microsoft.com/en-us/azure/architecture/guide/relational-data-modeling-concepts#snowflake-schema
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