Task Scheduler Python Packages

celery

Distributed Task Queue (development branch)

dramatiq

A fast and reliable background task processing library for Python 3.

rq-scheduler

A lightweight library that adds job scheduling capabilities to RQ (Redis Queue)

wintask

Python library for managing Windows Task Scheduler through the native COM API, powered by a Rust/PyO3 backend.

aio-fluid

An async task queue that offloads CPU-bound work to subprocesses or Kubernetes Jobs

repid

Repid is a simple, fast, and extensible async task queue framework, with built-in AsyncAPI 3.0 schema generation

executorlib

Up-scale python functions for high-performance computing (HPC)

awa-pg

Postgres-native background job queue for Rust and Python

awa-cli

Postgres-native background job queue for Rust and Python

zoo-framework

In-process task orchestration for Python: scheduled, observable, stateful — no broker, no cron daemon.

labtasker

Experiment task scheduling made easy.

xqute

A job management system for python

labtasker-client

Experiment task scheduling made easy.

asyncz

A python scheduler that simply does the job

darq

Async task manager with Celery-like features. Fork of arq.

labtasker-server

Experiment task scheduling made easy.

z4j-bare

z4j framework-free agent bootstrapper (Apache 2.0)

z4j

z4j - open-source control plane for Python task infrastructure

task-queue

Asynchronous serverless task queue with timed leasing of tasks. Threaded implementations for SQS and local filesystem.

z4j-celery

z4j Celery queue engine adapter (Apache 2.0)

z4j-celerybeat

z4j Celery-beat scheduler adapter (Apache 2.0)

pympipool

Up-scale python functions for high-performance computing (HPC)

orxtra

Structured Orchestration of AI agents as a tree of tasks, against spaghetti vibe-coding -- Task preconditions and postconditions, spend tracking and limits, event logging, etc.

z4j-huey

z4j Huey queue engine adapter (Apache 2.0)