Kestra
Declarative orchestration of workflows and data pipelines.
SaaS: YesClosed product: Yes
- GitHub stars
- 28.9k
- Deployment
- Docker
Open-source alternatives to Azure Data Factory
Azure Data Factory in the Data & BI category. These are the open alternatives we recommend looking at.
Dagu
Self-hosted scheduler that runs scripts, commands and containers as workflows described in YAML.
GPL-3.0Strong copyleft
SaaS: YesClosed product: No
- GitHub stars
- 4.2k
- Deployment
- Server
Apache Airflow
Platform for scheduling and monitoring workflows written in Python, widely used for data pipelines.
Apache-2.0Permissive
SaaS: YesClosed product: Yes
- GitHub stars
- 47k
- Deployment
- Docker
- Login/SSO
- OIDC, LDAP
Prefect
Python framework for orchestrating data pipelines with retries, scheduling and monitoring.
Apache-2.0Permissive
SaaS: YesClosed product: Yes
- GitHub stars
- 24k
- Deployment
- Docker
Dagster
Orchestration platform centred on data assets, showing how data is built, tested and monitored.
Apache-2.0Permissive
SaaS: YesClosed product: Yes
- GitHub stars
- 16.2k
- Deployment
- Docker
Mage
Tool for building, running and managing data pipelines in a notebook-like editor.
Apache-2.0Permissive
SaaS: YesClosed product: Yes
- GitHub stars
- 8.8k
- Deployment
- Docker
This is guidance, not legal advice (inte juridisk rådgivning). Check with a lawyer before deciding.
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