Apache Airflow

11 ferramentas substituem Apache Airflow

KestraSubstituição completa

Event Driven Orchestration & Scheduling Platform for Mission Critical Applications

Workflows declared in YAML, with tasks in any language and event triggers.

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

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

Workflows as plain Python functions with decorators, without DAG files.

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

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

Orchestration around data assets, with lineage and a local UI.

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

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

Workflows drawn in a web UI or written with a Python SDK, with multi-tenant scheduling.

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

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.

Pipelines of Python tasks with dependencies, started by cron rather than a scheduler of its own.

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

Open-source developer platform to power your entire infra and turn scripts into webhooks, workflows and UIs. Fastest workflow engine (13x vs Airflow). Open-source alternative to Retool and Temporal.

Schedules and runs workflows written as code.

Linguagem
Rust
Licença
Other
Estrelas
18k
Última release
v1.825.0
Último push
2026-10-06
MageParcial

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

Pipelines built from Python, SQL and R blocks in a notebook-style editor, with scheduling.

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

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)

Typed, containerised Python workflows on Kubernetes, aimed at ML and data pipelines.

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

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.

Workflows as YAML DAGs run from a single binary with a web UI, without a database.

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

Maestro: Netflix’s Workflow Orchestrator

Netflix's workflow orchestrator, with workflows in JSON, foreach loops and parameters set at run time.

Linguagem
Java
Licença
Apache-2.0
Estrelas
3.8k
Último push
2026-09-30

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Outras ferramentas em Workflow orchestration