November 28, 2019
| Features | DataStore Community | DataFactory Enterprise | DataFactory Azure |
|---|---|---|---|
| DataStore | |||
| Database schema | Yes | Yes | Yes |
| XSLT code transfer | Yes | Yes | Yes |
| SQL code transfer | Data quality SQL code | All SQL code is disclosed | No, part of SaaS |
| Data pipelines | SSIS package for XML import | SSIS; ADF pipelines optional | ADF pipelines |
| Common Data Model and Power Apps | |||
| Data import from Dynamics 365 apps | No | No | Yes |
| Data import from CRM | No | No | Yes |
| Data import from ERP | No | No | Yes |
| Data import from a website | No | No | Yes |
| Data import from HRM | No | No | Yes |
| Data import from a service desk app | No | No | Yes |
| Power BI integration | No | Yes | Yes |
| Custom Microsoft Power Apps | No | No | Yes |
| Machine learning | |||
| ‘Classic’ ML algorithms | No | Yes | No |
| Deep learning algorithms | No | Limited number of deep nets | Yes |
| Sample trained models and pipelines | No | Yes, part of delivery | Most modern deep nets |
| Model deployment options | |||
| SQL Server Machine Learning Services | No | Yes | Yes, part of SaaS |
| Microsoft Machine Learning Server | No | Yes | Beta version |
| Azure Machine Learning Studio | No | Optional hybrid deployment | R & Python. Selected algorithms |
| Azure Machine Learning Service | No | Optional hybrid deployment | Python only. Most algorithms |