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Workflow orchestration

Schedule and run data pipelines and jobs as dependency graphs.

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Workflow orchestration
FerramentaEstrelasLicençaTermosAuto-hospedadoLinguagemÚltima releaseÚltimo push
Apache Airflow47kApache-2.0Código abertoSimPython3.3.22026-10-06
Conductor32kApache-2.0Código abertoSimJavav3.32.52026-10-06
XXL-JOB31kGPL-3.0Código abertoSimJava3.4.22026-10-02
Kestra29kApache-2.0Código abertoSimJavav2.0.52026-10-06
Prefect24kApache-2.0Código abertoSimPython3.8.82026-10-06
Temporal24kMITCódigo abertoSimGov1.32.02026-10-06
Luigi19kApache-2.0Código abertoSimPythonv3.8.12026-10-06
Argo Workflows17kApache-2.0Código abertoSimGov4.1.42026-10-06
Dagster16kApache-2.0Código abertoSimPython1.13.252026-10-06
Apache DolphinScheduler15kApache-2.0Código abertoSimJava3.4.32026-10-06
Mage8.8kApache-2.0Código abertoSimPython0.9.792026-10-05
PowerJob7.8kApache-2.0Código abertoSimJavav5.1.72026-10-01
Flyte7.6kApache-2.0Código abertoSimGov1.16.92026-10-06
Dagu4.3kGPL-3.0Código abertoSimGov2.18.22026-10-06
Maestro3.8kApache-2.0Código abertoSimJavanenhuma2026-09-30

15 ferramentas

Apache Airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

Linguagem
Python
Licença
Apache-2.0
Estrelas
47k
Última release
3.3.2
Último push
2026-10-06
Conductor

Conductor is an event driven agentic workflow engine providing durable and highly resilient execution engine for applications and AI Agents

Linguagem
Java
Licença
Apache-2.0
Estrelas
32k
Última release
v3.32.5
Último push
2026-10-06
XXL-JOB

A distributed task scheduling framework.(分布式任务调度平台XXL-JOB)

Linguagem
Java
Licença
GPL-3.0
Estrelas
31k
Última release
3.4.2
Último push
2026-10-02
Kestra

Event Driven Orchestration & Scheduling Platform for Mission Critical Applications

Linguagem
Java
Licença
Apache-2.0
Estrelas
29k
Última release
v2.0.5
Último push
2026-10-06
Prefect

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

Linguagem
Python
Licença
Apache-2.0
Estrelas
24k
Última release
3.8.8
Último push
2026-10-06
Temporal

Temporal service

Linguagem
Go
Licença
MIT
Estrelas
24k
Última release
v1.32.0
Último push
2026-10-06
Luigi

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

Linguagem
Python
Licença
Apache-2.0
Estrelas
19k
Última release
v3.8.1
Último push
2026-10-06
Dagster

An orchestration platform for the development, production, and observation of data assets.

Linguagem
Python
Licença
Apache-2.0
Estrelas
16k
Última release
1.13.25
Último push
2026-10-06
Apache DolphinScheduler

Apache DolphinScheduler is the modern data orchestration platform. Agile to create high performance workflow with low-code

Linguagem
Java
Licença
Apache-2.0
Estrelas
15k
Última release
3.4.3
Último push
2026-10-06
Mage

🧙 Build, run, and manage data pipelines for integrating and transforming data.

Linguagem
Python
Licença
Apache-2.0
Estrelas
8.8k
Última release
0.9.79
Último push
2026-10-05
PowerJob

Enterprise job scheduling middleware with distributed computing ability.

Linguagem
Java
Licença
Apache-2.0
Estrelas
7.8k
Última release
v5.1.7
Último push
2026-10-01
Flyte

Type-safe, distributed orchestration of agents, ML pipelines, and real-time inference on your k8s — in pure Python with async/await, also other languages (rust, go and ts)

Linguagem
Go
Licença
Apache-2.0
Estrelas
7.6k
Última release
v1.16.9
Último push
2026-10-06
Dagu

Self-hostable workflow orchestrator for teams whose main work isn't orchestration. Declarative YAML over your scripts, SSH commands, containers, etc; keep workflows separate from business logic. One binary, no database, runs on limited H/W resources. Alternative to Airflow / Cron / Job Scheduler.

Linguagem
Go
Licença
GPL-3.0
Estrelas
4.3k
Última release
v2.18.2
Último push
2026-10-06

O que essas ferramentas substituem