airflow

Workflow orchestrator

A platform to programmatically author, schedule and monitor complex workflows

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

GitHub

37k stars
760 watching
14k forks
Language: Python
last commit: 6 days ago
Linked from 13 awesome lists

airflowapacheapache-airflowautomationdagdata-engineeringdata-integrationdata-orchestratordata-pipelinesdata-scienceeltetlmachine-learningmlopsorchestrationpythonschedulerworkflowworkflow-engineworkflow-orchestration

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
couler-proj/couler Provides a unified interface for constructing and managing workflows across different workflow engines. 915
knowsuchagency/orkestra A Python-based workflow orchestration system built on top of AWS tools and services. 50
llnl/maestrowf A tool to orchestrate computational workflows in high-performance computing environments. 134
caicloud/cyclone A workflow engine that enables users to orchestrate complex business processes and pipelines in a scalable and extensible manner 1,072
apache/oozie A system to define, manage, schedule, and execute complex data processing workflows across multiple systems using a declarative framework. 713
danielgerlag/conductor A distributed workflow management system that coordinates services and scripts into complex workflows. 532
alpha-unito/streamflow A container-native workflow management system for managing multi-container environments and hybrid workflows. 52
americanexpress/unify-flowret An orchestration engine for building and executing workflows in Java 106
fieldryand/goflow A lightweight, single-binary DAG scheduler and dashboard for orchestrating workflows with tasks and operators 386
analysiscenter/batchflow A framework for defining and executing data processing and machine learning workflows with support for batch processing, lazy execution, and model training. 201
automaticmode/active_workflow An orchestration platform that allows developers to create and manage workflows using agents written in any programming language, without vendor lock-in. 836
moby/datakit A tool to orchestrate applications using a version-controlled dataflow 1,082
pipefunc/pipefunc Automates and simplifies the creation of function pipelines for efficient execution of scientific workflows. 215
nvidia/earth2studio A Python-based framework for building and deploying AI-driven weather and climate workflows 98
wayfair-incubator/dagger A distributed workflow engine for executing long-running business logic in a scalable and resilient way. 55