Overview

DataArts Studio is a one-stop data governance platform that provides full data lifecycle management and intelligent data management capabilities. It is built on a data lake foundation and provides data integration, development, and governance capabilities. The following table lists the use cases for different application scenarios.

**Table 1** Use cases
Example Use Case	Data Lake Foundation	Capability	Scenario
Starters: Data Development Based on E-commerce BI Reports	DLI	Data development	Full data lifecycle management is usually not required, and fully managed big data scheduling capabilities are required. Such scenarios include trial use for developers and small-scale verification.
Beginners: Data Integration and Development Based on Movie Scores	DWS	Data integration and development	Big data development scenarios such as management of data ETL tasks where data governance is not required. Such scenarios include trial use for developers and small-scale verification.
Advanced Users: Data Governance Based on Taxi Trip Data	MRS Hive	Data integration, data development, and data governance	All data governance capabilities are required. Users should have a data management team and system and want to implement enterprise information architecture, data standards, data models, and data metrics. The DAYU data governance methodology applies to this scenario.