DevOps Python Libraries - Awesome Python

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1	boto3 Cloud Providers	3,277,448,258	9,873	2026-08-17	Cloud Providers DevOps Tools DevOps	→
	Python interface to Amazon Web Services.
	boto/github.com/boto/boto3 /2026-08-17 /3,277,448,258 downloads/month
2	psutil Monitoring and Processes	373,728,034	11,266	2026-08-17	Monitoring and Processes DevOps Tools DevOps	→
	A cross-platform process and system utilities module.
	giampaolo/github.com/giampaolo/psutil /2026-08-17 /373,728,034 downloads/month
3	awscli Cloud Providers	234,861,627	17,188	2026-08-13	Cloud Providers DevOps Tools DevOps	→
	Universal Command Line Interface for Amazon Web Services.
	aws/github.com/aws/aws-cli /2026-08-13 /234,861,627 downloads/month
4	joblib DevOps	208,865,569	4,384	2026-08-17	Distributed Computing DevOps	→
	A set of tools to provide lightweight pipelining in Python.
	joblib/github.com/joblib/joblib /2026-08-17 /208,865,569 downloads/month
5	sentry-sdk Monitoring and Processes	172,341,611	2,202	2026-08-13	Monitoring and Processes DevOps Tools DevOps	→
	Sentry SDK for Python.
	getsentry/github.com/getsentry/sentry-python /2026-08-13 /172,341,611 downloads/month
6	structlog DevOps	108,398,275	4,917	2026-08-06	Logging DevOps	→
	Structured logging made easy.
	hynek/github.com/hynek/structlog /2026-08-06 /108,398,275 downloads/month
7	loguru DevOps	79,251,090	24,069	2026-06-13	Logging DevOps	→
	Library which aims to bring enjoyable logging in Python.
	Delgan/github.com/Delgan/loguru /2026-06-13 /79,251,090 downloads/month
8	ray DevOps	60,323,062	43,537	2026-08-17	Distributed Computing DevOps	→
	A system for parallel and distributed Python that unifies the machine learning ecosystem.
	ray-project/github.com/ray-project/ray/ /2026-08-17 /60,323,062 downloads/month
9	confluent-kafka DevOps	59,488,557	500	2026-08-14	Messaging DevOps	→
	Confluent's Python client for Apache Kafka, built on librdkafka.
	confluentinc/github.com/confluentinc/confluent-kafka-python /2026-08-14 /59,488,557 downloads/month
10	celery DevOps	55,080,194	28,789	2026-08-16	Task Queues DevOps	→
	An asynchronous task queue/job queue based on distributed message passing.
	celery/github.com/celery/celery /2026-08-16 /55,080,194 downloads/month
11	apscheduler Task Scheduling	53,512,080	7,609	2026-07-12	Task Scheduling Job Schedulers DevOps	→
	A light but powerful in-process task scheduler that lets you schedule functions.
	agronholm/github.com/agronholm/apscheduler /2026-07-12 /53,512,080 downloads/month
12	pyspark DevOps	45,860,759	43,825	2026-08-17	Distributed Computing DevOps	→
	Apache Spark Python API.
	apache/github.com/apache/spark /2026-08-17 /45,860,759 downloads/month
13	dask DevOps	28,653,214	13,891	2026-08-17	Distributed Computing DevOps	→
	A flexible parallel computing library for analytic computing.
	dask/github.com/dask/dask /2026-08-17 /28,653,214 downloads/month
14	apache-airflow Workflow Orchestration	19,991,557	46,516	2026-08-17	Workflow Orchestration Job Schedulers DevOps	→
	Airflow is a platform to programmatically author, schedule and monitor workflows.
	apache/github.com/apache/airflow /2026-08-17 /19,991,557 downloads/month
15	huey DevOps	19,773,316	6,005	2026-08-16	Task Queues DevOps	→
	Little multi-threaded task queue.
	coleifer/github.com/coleifer/huey /2026-08-16 /19,773,316 downloads/month
16	rq DevOps	17,786,769	10,670	2026-08-17	Task Queues DevOps	→
	Simple job queues for Python.
	rq/github.com/rq/rq /2026-08-17 /17,786,769 downloads/month
17	supervisor Monitoring and Processes	16,983,758	9,103	2025-12-21	Monitoring and Processes DevOps Tools DevOps	→
	Supervisor process control system for UNIX.
	Supervisor/github.com/Supervisor/supervisor /2025-12-21 /16,983,758 downloads/month
18	prefect Workflow Orchestration	13,514,710	23,630	2026-08-17	Workflow Orchestration Job Schedulers DevOps	→
	A modern workflow orchestration framework that makes it easy to build, schedule and monitor robust data pipelines.
	PrefectHQ/github.com/PrefectHQ/prefect /2026-08-17 /13,514,710 downloads/month
19	pika DevOps	13,295,185	3,876	2026-08-14	Messaging DevOps	→
	Pure-Python RabbitMQ/AMQP 0-9-1 client library.
	pika/github.com/pika/pika /2026-08-14 /13,295,185 downloads/month
20	ansible Configuration Management	12,327,187	70,334	2026-08-11	Configuration Management DevOps Tools DevOps	→
	A radically simple IT automation platform.
	ansible/github.com/ansible/ansible /2026-08-11 /12,327,187 downloads/month
21	fabric Deployment	11,932,193	15,486	2026-04-10	Deployment DevOps Tools DevOps	→
	A simple, Pythonic tool for remote execution and deployment.
	fabric/github.com/fabric/fabric /2026-04-10 /11,932,193 downloads/month
22	flower Monitoring and Processes	11,851,522	7,232	2026-08-09	Monitoring and Processes DevOps Tools DevOps	→
	A real-time monitor and web admin for Celery task queues.
	mher/github.com/mher/flower /2026-08-09 /11,851,522 downloads/month
23	sh Monitoring and Processes	11,371,855	7,245	2026-07-25	Monitoring and Processes DevOps Tools DevOps	→
	A full-fledged subprocess replacement for Python.
	amoffat/github.com/amoffat/sh /2026-07-25 /11,371,855 downloads/month
24	dagster Workflow Orchestration	9,483,446	16,012	2026-08-13	Workflow Orchestration Job Schedulers DevOps	→
	An orchestration platform for the development, production, and observation of data assets.
	dagster-io/github.com/dagster-io/dagster /2026-08-13 /9,483,446 downloads/month
25	schedule Task Scheduling	8,969,730	12,260	2024-05-25	Task Scheduling Job Schedulers DevOps	→
	Python job scheduling for humans.
	dbader/github.com/dbader/schedule /2024-05-25 /8,969,730 downloads/month
26	paho-mqtt DevOps	8,892,086	2,415	2026-08-06	Messaging DevOps	→
	The Eclipse Paho MQTT client for Python.
	eclipse-paho/github.com/eclipse-paho/paho.mqtt.python /2026-08-06 /8,892,086 downloads/month
27	scapy DevOps	4,175,892	12,475	2026-08-16	Network Virtualization DevOps	→
	A brilliant packet manipulation library.
	secdev/github.com/secdev/scapy /2026-08-16 /4,175,892 downloads/month
28	taskiq DevOps	1,861,874	2,291	2026-08-15	Task Queues DevOps	→
	Distributed task queue with native asyncio support and pluggable brokers.
	taskiq-python/github.com/taskiq-python/taskiq /2026-08-15 /1,861,874 downloads/month
29	dramatiq DevOps	1,522,441	5,310	2026-08-13	Task Queues DevOps	→
	A fast and reliable background task processing library for Python 3.
	Bogdanp/github.com/Bogdanp/dramatiq /2026-08-13 /1,522,441 downloads/month
30	faststream DevOps	1,393,549	5,306	2026-08-17	Messaging DevOps	→
	A framework for building asynchronous services over Apache Kafka, RabbitMQ, NATS, MQTT and Redis.
	ag2ai/github.com/ag2ai/faststream /2026-08-17 /1,393,549 downloads/month
31	mpi4py DevOps	986,243	920	2026-08-15	Distributed Computing DevOps	→
	Python bindings for MPI.
	mpi4py/github.com/mpi4py/mpi4py /2026-08-15 /986,243 downloads/month
32	chalice Deployment	958,284	11,062	2026-07-29	Deployment DevOps Tools DevOps	→
	A Python serverless microframework for AWS.
	aws/github.com/aws/chalice /2026-07-29 /958,284 downloads/month
33	pyinfra Configuration Management	253,702	5,954	2026-08-17	Configuration Management DevOps Tools DevOps	→
	A versatile CLI tools and python libraries to automate infrastructure.
	pyinfra-dev/github.com/pyinfra-dev/pyinfra /2026-08-17 /253,702 downloads/month
34	napalm DevOps	189,563	2,486	2026-08-12	Network Virtualization DevOps	→
	Cross-vendor API to manipulate network devices.
	napalm-automation/github.com/napalm-automation/napalm /2026-08-12 /189,563 downloads/month
35	salt Configuration Management	98,968	15,617	2026-08-16	Configuration Management DevOps Tools DevOps	→
	Infrastructure automation and management system.
	saltstack/github.com/saltstack/salt /2026-08-16 /98,968 downloads/month
36	borgbackup Other	72,387	13,623	2026-08-17	Other DevOps Tools DevOps	→
	A deduplicating archiver with compression and encryption.
	borgbackup/github.com/borgbackup/borg /2026-08-17 /72,387 downloads/month
37	chaostoolkit Other	17,843	2,018	2026-08-09	Other DevOps Tools DevOps	→
	A Chaos Engineering toolkit & Orchestration for Developers.
	chaostoolkit/github.com/chaostoolkit/chaostoolkit /2026-08-09 /17,843 downloads/month
38	logging DevOps	Not on PyPI	74,339	2026-08-17	Logging DevOps Built-in	→
	(Python standard library) Logging facility for Python.
	python/docs.python.org/3/library/logging.html /2026-08-17
39	azure-sdk-for-python Cloud Providers	Not on PyPI	5,589	2026-08-17	Cloud Providers DevOps Tools DevOps	→
	Microsoft Azure SDK for Python, published as per-service packages.
	Azure/github.com/Azure/azure-sdk-for-python /2026-08-17
40	google-cloud-python Cloud Providers	Not on PyPI	5,374	2026-08-17	Cloud Providers DevOps Tools DevOps	→
	Google Cloud client libraries for Python, published as per-service packages.
	googleapis/github.com/googleapis/google-cloud-python /2026-08-17
41	cloud-init Configuration Management	Not on PyPI	3,784	2026-08-17	Configuration Management DevOps Tools DevOps	→
	A multi-distribution package that handles early initialization of a cloud instance.
	canonical/github.com/canonical/cloud-init /2026-08-17

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