Workflow Management Python Packages

hera

Hera makes Python code easy to orchestrate on Argo Workflows through native Python integrations. It lets you construct and submit your Workflows entirely in Python. ⭐️ Remember to star!

1.2M 921 125

doit

CLI task management & automation tool

800K 2K 192

snakemake

This is the development home of the workflow management system Snakemake. For general information, see

271K 3K 652

hera-workflows

Hera makes Python code easy to orchestrate on Argo Workflows through native Python integrations. It lets you construct and submit your Workflows entirely in Python. ⭐️ Remember to star!

105K 921 125

dirac

DIRAC Grid

39K 125 189

datajoint

Relational Workflows: where database schemas define executable data pipelines.

25K 193 96

diraccommon

DIRAC Grid

25K 125 189

cylc-flow

Cylc: a general purpose workflow engine with a gift for cycling

24K 378 101

calkit-python

Integrated, automated, accelerated research projects.

14K 51 10

pyiron-base

Core components of the pyiron integrated development environment (IDE) for computational materials science

12K 26 16

proxystore

Advanced data flow management for distributed Python applications

10K 38 17

calk9

Integrated, automated, accelerated research projects.

8K 51 10

stimela

Containerized radio interferometry scripting framework -- NB: Classic version is no longer in active development, use stimela 2! See README for details.

4K 29 15

covalent

Pythonic tool for orchestrating machine-learning/high performance/quantum-computing workflows in heterogeneous compute environments.

4K 863 111

iotaa

It's One Thing After Another: A Simple Workflow Engine

2K 4 2

cova

Covalent Workflow Tool

1K 863 111

checklistfabrik

Python tool that generates interactive HTML checklists from YAML templates. Jinja conditionals, reusable includes, pluggable modules, built-in web server. Ideal for SOPs, deployments & recurring ops.

1K 11 1

buildpy

A workflow engine in Python

906 0 1

selinon

An advanced distributed task flow management on top of Celery

760 315 35

n8n-deploy

Python CLI tool for n8n workflow deployment and management. Uses local SQLite database, supports remote deployment of n8n workflows without web UI. Features minimalist setup, backup/restore, n8n API key management, and flexible configuration.

758 4 0