Updated on 2023-03-03 GMT+08:00

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.

(Coming Soon) Intermediate Users: Lightweight Data Governance Based on the Analysis of Sales per Unit Area

DLI

Data integration, data development, and lightweight data governance

Lightweight data governance capabilities are required, such as DataArts Quality, DataArts Catalog, and DataArts DataService, but DataArts Architecture is not required.

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.