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The Top 22 Python Workflow Management Open Source Projects

Open source projects categorized as Python Workflow Management
Categories > Workflow Management
Doit ⭐ 1,590
task management & automation tool
dependent packages 62total releases 48most recent commit a year agopypi doit} Downloads
Couler ⭐ 847
Unified Interface for Constructing and Managing Workflows on different workflow engines, such as Argo Workflows, Tekton Pipelines, and Apache Airflow.
most recent commit 6 months ago
Covalent ⭐ 608
Pythonic tool for running machine-learning/high performance/quantum-computing workflows in heterogeneous environments.
dependent packages 2total releases 118most recent commit 3 months agopypi covalent} Downloads
Odin ⭐ 448
A programmable, observable and distributed job orchestration system.
total releases 14most recent commit a year ago
Hera ⭐ 414
Hera is an Argo Python SDK. Hera aims to make construction and submission of various Argo Project resources easy and accessible to everyone! Hera abstracts away low-level setup details while still maintaining a consistent vocabulary with Argo. ⭐️ Star the repo if you like it!
dependent packages 4total releases 36most recent commit 3 months agopypi hera} Downloads
Cylc Flow ⭐ 310
Cylc: a workflow engine for cycling systems.
dependent packages 5total releases 24most recent commit 3 months agopypi cylc-flow} Downloads
Selinon ⭐ 277
An advanced distributed task flow management on top of Celery
dependent packages 5total releases 20most recent commit a year agopypi selinon} Downloads
Datajoint Python ⭐ 158
Relational data pipelines for the science lab
dependent packages 26total releases 66most recent commit 4 months agopypi datajoint} Downloads
Bioinformatics Workflows ⭐ 151
minimal example implementations for bioinformatics workflow managers
most recent commit 2 years ago
Prefect Docker Compose ⭐ 121
A simple guide to understand Prefect and make it work with your own docker-compose configuration.
most recent commit a year ago
Dirac ⭐ 109
DIRAC Grid
dependent packages 9total releases 203most recent commit 3 months agopypi DIRAC} Downloads
Signac Flow ⭐ 48
Workflow management for signac-managed data spaces.
total releases 44most recent commit 3 months ago
Dependsworkflow ⭐ 47
The Depends Workflow Management System
most recent commit 10 years ago
Mercury Ml ⭐ 40
Mercury-ML is an open source Machine Learning workflow management library. Its core contributors are employees of Alexander Thamm GmbH
total releases 13most recent commit 5 years ago
Stimela Classic ⭐ 26
Containerized radio interferometry scripting framework -- NB: Classic version is no longer in active development, use stimela 2! See README for details.
dependent packages 4total releases 65most recent commit 6 months agopypi stimela} Downloads
Airflow Snowflake ⭐ 22
Code to be contributed to the Apache Airflow (incubating) project for ETL workflow management for integrating with the Snowflake Data Warehouse.
most recent commit 7 years ago
Taskflow ⭐ 20
An advanced yet simple system to run your background tasks and workflows
most recent commit 6 years ago
Workflowmanager Samples ⭐ 14
Simple samples for ArcGIS Workflow Manager and ArcGIS Workflow Manager Classic
most recent commit 5 months ago
Research_toolbox ⭐ 12
Utilities to help manage a machine learning experimental workflow
total releases 1most recent commit 3 years ago
Fitz ⭐ 9
Modern Nipype Workflow Management based on Lyman
dependent packages 70total releases 2most recent commit 2 years agopypi fitz} Downloads
Cloudrunner ⭐ 7
CloudRunner.IO Script execution engine for DevOps
most recent commit 9 years ago
Ds Workbench ⭐ 5
A local development data science workbench for integrating production-like workflows
most recent commit 3 years ago
The 9 Most Depended On Python Workflow Management Open Source Projects
Fitz ⭐ 9
Modern Nipype Workflow Management based on Lyman
dependent packages 70total releases 2latest release February 25, 2017most recent commit 2 years agopypi fitz} Downloads
Doit ⭐ 1,590
task management & automation tool
dependent packages 62total releases 48latest release April 22, 2022most recent commit a year agopypi doit} Downloads
Datajoint Python ⭐ 158
Relational data pipelines for the science lab
dependent packages 26total releases 66latest release September 21, 2022most recent commit 4 months agopypi datajoint} Downloads
Dirac ⭐ 109
DIRAC Grid
dependent packages 9total releases 203latest release November 28, 2023most recent commit 3 months agopypi DIRAC} Downloads
Cylc Flow ⭐ 310
Cylc: a workflow engine for cycling systems.
dependent packages 5total releases 24latest release November 02, 2023most recent commit 3 months agopypi cylc-flow} Downloads
Selinon ⭐ 277
An advanced distributed task flow management on top of Celery
dependent packages 5total releases 20latest release January 27, 2023most recent commit a year agopypi selinon} Downloads
Covalent ⭐ 608
Pythonic tool for running machine-learning/high performance/quantum-computing workflows in heterogeneous environments.
dependent packages 2total releases 118latest release December 01, 2023most recent commit 3 months agopypi covalent} Downloads
The 10 Latest Releases In Python Workflow Management Open Source Projects
Covalent ⭐ 608
Pythonic tool for running machine-learning/high performance/quantum-computing workflows in heterogeneous environments.
dependent packages 2total releases 118latest release December 01, 2023most recent commit 3 months agopypi covalent} Downloads
Dirac ⭐ 109
DIRAC Grid
dependent packages 9total releases 203latest release November 28, 2023most recent commit 3 months agopypi DIRAC} Downloads
Cylc Flow ⭐ 310
Cylc: a workflow engine for cycling systems.
dependent packages 5total releases 24latest release November 02, 2023most recent commit 3 months agopypi cylc-flow} Downloads
Signac Flow ⭐ 48
Workflow management for signac-managed data spaces.
total releases 44latest release September 19, 2023most recent commit 3 months ago
Selinon ⭐ 277
An advanced distributed task flow management on top of Celery
dependent packages 5total releases 20latest release January 27, 2023most recent commit a year agopypi selinon} Downloads
Datajoint Python ⭐ 158
Relational data pipelines for the science lab
dependent packages 26total releases 66latest release September 21, 2022most recent commit 4 months agopypi datajoint} Downloads
Doit ⭐ 1,590
task management & automation tool
dependent packages 62total releases 48latest release April 22, 2022most recent commit a year agopypi doit} Downloads
Research_toolbox ⭐ 12
Utilities to help manage a machine learning experimental workflow
total releases 1latest release November 17, 2020most recent commit 3 years ago
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