Workflows Systems

Collection of actively-developed open source workflow systems. Currently, 19 workflow systems provide WCI metadata.

Snakemake

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

Python
v8.20.3
15 Sep 2024
WCI metadata

Geoweaver

a lightweight workflow software to easily orchestrate pipelines from Python and shell scripts and preserve history of every execution

JavaScript
v1.7.1
15 Sep 2024
WCI metadata

Nextflow

A DSL for data-driven computational pipelines

Groovy
Version 24.08.0-edge
15 Sep 2024
WCI metadata

Merlin

Enabling Machine Learning HPC Workflows

Python
Version 1.12.2b1
15 Sep 2024
WCI metadata

SciPipe

Robust, flexible and resource-efficient pipelines using Go and the commandline.

Go
v0.12.0: Important bugfix. Minor API change.
14 Sep 2024
WCI metadata

AiiDA

A workflow manager for computational science with a strong focus on provenance, performance and extensibility.

Python
AiiDA v2.6.2
14 Sep 2024
WCI metadata

Covalent

Distributed workflows for quantum and HPC

Python
v0.235.1-rc.0
14 Sep 2024
WCI metadata

Parsl

Productive parallel programming in Python

Python
1.2.0
13 Sep 2024
WCI metadata

SmartSim

Machine learning workflows with HPC applications (Python, C++, C, and Fortran)

Python
0.7.0
13 Sep 2024
WCI metadata

pyiron

A workflow manager for scientific computing on high performance computing infrastructures

python
pyiron_base 0.10.1
13 Sep 2024
WCI metadata

WATTS

Workflow and Template Toolkit for Simulation

Python
0.5.1
12 Sep 2024
WCI metadata

StreamFlow

Towards Cloud-HPC Continuum

Python
0.2.0.dev11
10 Sep 2024
WCI metadata

Common Workflow Language

Interoperable workflow execution of containerized command line tools

YAML
1.2.0
10 Sep 2024
WCI metadata

libEnsemble

Tool for running dynamic ensembles.

Python
1.4.2
09 Sep 2024
WCI metadata

Maestro Workflow Conductor

Orchestrate your HPC workflows with ease

Python
v1.1.10
06 Sep 2024
WCI metadata

Makeflow

Makeflow is a workflow system for parallel and distributed computing that uses a language very similar to Make.

Make
release/7.13.0
05 Sep 2024
WCI metadata

TaskVine

An execution system for large scale data intensive dynamic workflows.

Python
release/7.13.0
05 Sep 2024
WCI metadata

PyCOMPSs/COMPSs

Easy task-based parallelization and efficient execution in distributed infrastructures.

['Python', 'Java', 'C/C++']
3.3.1 Orchid Update
28 Aug 2024
WCI metadata

Apollo Runtime System

A runtime system for the orchestration of workflows across the cloud-edge-Iot continuum.

Polyglot for Functions, AFCL for workflows
v1.1.0
13 Dec 2021
WCI metadata

jobflow

jobflow is a library for writing computational workflows.

Python
v0.1.18
16 Sep 2024

prefect

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

Python
3.0.2: Groundlog day, tomorrow finally came
15 Sep 2024

dask

Parallel computing with task scheduling

Python
2024.9.0
15 Sep 2024

mlflow

Open source platform for the machine learning lifecycle

Python
MLflow 2.16.1
15 Sep 2024

galaxy

Data intensive science for everyone.

Python
v24.1.1
14 Sep 2024

pegasus

Pegasus Workflow Management System - Automate, recover, and debug scientific computations.

Java
13 Sep 2024

cromwell

Scientific workflow engine designed for simplicity & scalability. Trivially transition between one off use cases to massive scale production environments

Scala
87
13 Sep 2024

swift-t

Swift/T: High Performance Parallel Scripting Language

Java
09 Sep 2024

nipype

Workflows and interfaces for neuroimaging packages

Python
1.8.4
05 Sep 2024

radical.entk

The RADICAL Ensemble Toolkit

Python
v1.42.0
04 Sep 2024

signac-flow

Workflow management for signac-managed data spaces.

Python
v0.29.0
04 Sep 2024

fireworks

The Fireworks Workflow Management Repo.

Python
v2.0.3
13 Aug 2024

For a comprehensive lists of all known computational workflow systems, see Computational Data Analysis Workflow Systems maintained by the CWL community.