DevOps Python Libraries - Awesome Python

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1	boto3 Cloud Providers	2,586,041,823	9,900	2026-09-14	Cloud Providers DevOps Tools DevOps	→
	Python interface to Amazon Web Services.
	boto/github.com/boto/boto3 /2026-09-14 /2,586,041,823 downloads/month
2	psutil Monitoring and Processes	289,621,292	11,273	2026-09-14	Monitoring and Processes DevOps Tools DevOps	→
	A cross-platform process and system utilities module.
	giampaolo/github.com/giampaolo/psutil /2026-09-14 /289,621,292 downloads/month
3	joblib DevOps	174,446,410	4,392	2026-09-14	Distributed Computing DevOps	→
	A set of tools to provide lightweight pipelining in Python.
	joblib/github.com/joblib/joblib /2026-09-14 /174,446,410 downloads/month
4	sentry-sdk Monitoring and Processes	129,410,959	2,202	2026-09-14	Monitoring and Processes DevOps Tools DevOps	→
	Sentry SDK for Python.
	getsentry/github.com/getsentry/sentry-python /2026-09-14 /129,410,959 downloads/month
5	awscli Cloud Providers	105,370,050	17,255	2026-08-27	Cloud Providers DevOps Tools DevOps	→
	Universal Command Line Interface for Amazon Web Services.
	aws/github.com/aws/aws-cli /2026-08-27 /105,370,050 downloads/month
6	structlog DevOps	94,760,303	4,951	2026-09-05	Logging DevOps	→
	Structured logging made easy.
	hynek/github.com/hynek/structlog /2026-09-05 /94,760,303 downloads/month
7	loguru DevOps	69,524,886	24,105	2026-08-30	Logging DevOps	→
	Library which aims to bring enjoyable logging in Python.
	Delgan/github.com/Delgan/loguru /2026-08-30 /69,524,886 downloads/month
8	confluent-kafka DevOps	45,000,191	509	2026-09-14	Messaging DevOps	→
	Confluent's Python client for Apache Kafka, built on librdkafka.
	confluentinc/github.com/confluentinc/confluent-kafka-python /2026-09-14 /45,000,191 downloads/month
9	pyspark DevOps	44,601,850	43,996	2026-09-14	Distributed Computing DevOps	→
	Apache Spark Python API.
	apache/github.com/apache/spark /2026-09-14 /44,601,850 downloads/month
10	celery DevOps	44,010,220	28,886	2026-09-13	Task Queues DevOps	→
	An asynchronous task queue/job queue based on distributed message passing.
	celery/github.com/celery/celery /2026-09-13 /44,010,220 downloads/month
11	apscheduler Task Scheduling	37,147,576	7,627	2026-09-10	Task Scheduling Job Schedulers DevOps	→
	A light but powerful in-process task scheduler that lets you schedule functions.
	agronholm/github.com/agronholm/apscheduler /2026-09-10 /37,147,576 downloads/month
12	ray DevOps	24,488,922	43,800	2026-09-14	Distributed Computing DevOps	→
	A system for parallel and distributed Python that unifies the machine learning ecosystem.
	ray-project/github.com/ray-project/ray/ /2026-09-14 /24,488,922 downloads/month
13	dask DevOps	23,579,524	13,917	2026-08-24	Distributed Computing DevOps	→
	A flexible parallel computing library for analytic computing.
	dask/github.com/dask/dask /2026-08-24 /23,579,524 downloads/month
14	huey DevOps	16,714,162	6,034	2026-09-13	Task Queues DevOps	→
	Little multi-threaded task queue.
	coleifer/github.com/coleifer/huey /2026-09-13 /16,714,162 downloads/month
15	supervisor Monitoring and Processes	12,440,285	9,112	2025-12-21	Monitoring and Processes DevOps Tools DevOps	→
	Supervisor process control system for UNIX.
	Supervisor/github.com/Supervisor/supervisor /2025-12-21 /12,440,285 downloads/month
16	pika DevOps	10,955,065	3,883	2026-09-13	Messaging DevOps	→
	Pure-Python RabbitMQ/AMQP 0-9-1 client library.
	pika/github.com/pika/pika /2026-09-13 /10,955,065 downloads/month
17	rq DevOps	10,910,292	10,686	2026-09-11	Task Queues DevOps	→
	Simple job queues for Python.
	rq/github.com/rq/rq /2026-09-11 /10,910,292 downloads/month
18	apache-airflow Workflow Orchestration	10,651,441	46,856	2026-09-14	Workflow Orchestration Job Schedulers DevOps	→
	Airflow is a platform to programmatically author, schedule and monitor workflows.
	apache/github.com/apache/airflow /2026-09-14 /10,651,441 downloads/month
19	ansible Configuration Management	8,718,514	70,688	2026-09-14	Configuration Management DevOps Tools DevOps	→
	A radically simple IT automation platform.
	ansible/github.com/ansible/ansible /2026-09-14 /8,718,514 downloads/month
20	flower Monitoring and Processes	8,679,581	7,241	2026-09-12	Monitoring and Processes DevOps Tools DevOps	→
	A real-time monitor and web admin for Celery task queues.
	mher/github.com/mher/flower /2026-09-12 /8,679,581 downloads/month
21	fabric Deployment	8,432,859	15,499	2026-04-10	Deployment DevOps Tools DevOps	→
	A simple, Pythonic tool for remote execution and deployment.
	fabric/github.com/fabric/fabric /2026-04-10 /8,432,859 downloads/month
22	sh Monitoring and Processes	8,238,548	7,240	2026-07-25	Monitoring and Processes DevOps Tools DevOps	→
	A full-fledged subprocess replacement for Python.
	amoffat/github.com/amoffat/sh /2026-07-25 /8,238,548 downloads/month
23	dagster Workflow Orchestration	8,227,038	16,150	2026-09-14	Workflow Orchestration Job Schedulers DevOps	→
	An orchestration platform for the development, production, and observation of data assets.
	dagster-io/github.com/dagster-io/dagster /2026-09-14 /8,227,038 downloads/month
24	prefect Workflow Orchestration	8,212,258	23,841	2026-09-14	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 /2026-09-14 /8,212,258 downloads/month
25	paho-mqtt DevOps	7,742,154	2,424	2026-09-09	Messaging DevOps	→
	The Eclipse Paho MQTT client for Python.
	eclipse-paho/github.com/eclipse-paho/paho.mqtt.python /2026-09-09 /7,742,154 downloads/month
26	schedule Task Scheduling	6,663,074	12,266	2024-05-25	Task Scheduling Job Schedulers DevOps	→
	Python job scheduling for humans.
	dbader/github.com/dbader/schedule /2024-05-25 /6,663,074 downloads/month
27	scapy DevOps	3,264,351	12,545	2026-09-12	Network Virtualization DevOps	→
	A brilliant packet manipulation library.
	secdev/github.com/secdev/scapy /2026-09-12 /3,264,351 downloads/month
28	taskiq DevOps	1,876,574	2,333	2026-08-31	Task Queues DevOps	→
	Distributed task queue with native asyncio support and pluggable brokers.
	taskiq-python/github.com/taskiq-python/taskiq /2026-08-31 /1,876,574 downloads/month
29	dramatiq DevOps	1,455,637	5,310	2026-09-14	Task Queues DevOps	→
	A fast and reliable background task processing library for Python 3.
	Bogdanp/github.com/Bogdanp/dramatiq /2026-09-14 /1,455,637 downloads/month
30	faststream DevOps	1,183,697	5,341	2026-09-14	Messaging DevOps	→
	A framework for building asynchronous services over Apache Kafka, RabbitMQ, NATS, MQTT and Redis.
	ag2ai/github.com/ag2ai/faststream /2026-09-14 /1,183,697 downloads/month
31	mpi4py DevOps	651,078	922	2026-09-13	Distributed Computing DevOps	→
	Python bindings for MPI.
	mpi4py/github.com/mpi4py/mpi4py /2026-09-13 /651,078 downloads/month
32	chalice Deployment	384,988	11,057	2026-09-11	Deployment DevOps Tools DevOps	→
	A Python serverless microframework for AWS.
	aws/github.com/aws/chalice /2026-09-11 /384,988 downloads/month
33	pyinfra Configuration Management	183,457	5,997	2026-09-14	Configuration Management DevOps Tools DevOps	→
	A versatile CLI tools and python libraries to automate infrastructure.
	pyinfra-dev/github.com/pyinfra-dev/pyinfra /2026-09-14 /183,457 downloads/month
34	napalm DevOps	160,479	2,503	2026-08-12	Network Virtualization DevOps	→
	Cross-vendor API to manipulate network devices.
	napalm-automation/github.com/napalm-automation/napalm /2026-08-12 /160,479 downloads/month
35	salt Configuration Management	111,797	15,658	2026-09-13	Configuration Management DevOps Tools DevOps	→
	Infrastructure automation and management system.
	saltstack/github.com/saltstack/salt /2026-09-13 /111,797 downloads/month
36	borgbackup Other	84,589	13,712	2026-09-14	Other DevOps Tools DevOps	→
	A deduplicating archiver with compression and encryption.
	borgbackup/github.com/borgbackup/borg /2026-09-14 /84,589 downloads/month
37	chaostoolkit Other	11,607	2,026	2026-08-09	Other DevOps Tools DevOps	→
	A Chaos Engineering toolkit & Orchestration for Developers.
	chaostoolkit/github.com/chaostoolkit/chaostoolkit /2026-08-09 /11,607 downloads/month
38	logging DevOps	Stdlib	77,167	2026-09-14	Logging DevOps Stdlib	→
	(Python standard library) Logging facility for Python.
	python/docs.python.org/3/library/logging.html /2026-09-14
39	azure-sdk-for-python Cloud Providers	Multiple on PyPI	5,600	2026-09-14	Cloud Providers DevOps Tools DevOps	→
	Microsoft Azure SDK for Python, published as per-service packages.
	Azure/github.com/Azure/azure-sdk-for-python /2026-09-14
40	google-cloud-python Cloud Providers	Multiple on PyPI	5,384	2026-09-14	Cloud Providers DevOps Tools DevOps	→
	Google Cloud client libraries for Python, published as per-service packages.
	googleapis/github.com/googleapis/google-cloud-python /2026-09-14
41	cloud-init Configuration Management	Not on PyPI	3,811	2026-09-14	Configuration Management DevOps Tools DevOps	→
	A multi-distribution package that handles early initialization of a cloud instance.
	canonical/github.com/canonical/cloud-init /2026-09-14

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