Top 23 Python Microservice Projects

• falcon

  9 9,379 6.7 Python

  The no-magic web data plane API and microservices framework for Python developers, with a focus on reliability, correctness, and performance at scale.

  

• BentoML

  16 6,521 9.8 Python

  The most flexible way to serve AI/ML models in production - Build Model Inference Service, LLM APIs, Inference Graph/Pipelines, Compound AI systems, Multi-Modal, RAG as a Service, and more!

  

Project mention: Who's hiring developer advocates? (December 2023) | dev.to | 2023-12-04

Link to GitHub -->

• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• Nameko

  0 4,649 0.0 Python

  Python framework for building microservices

  

• connexion

  23 4,414 8.4 Python

  Connexion is a modern Python web framework that makes spec-first and api-first development easy.

  

Project mention: Write OpenAPI with TypeSpec | news.ycombinator.com | 2024-03-27

I like the idea, especially the TS-like syntax around enums and union types. I've always preferred the SDL for GraphQL vs writing OpenAPI for similar reasons.

I echo the sentiment others have brought up, which is the trade-offs of a code-driven schema vs schema-driven code.

At work we use Pydantic and FastAPI to generate the OpenAPI contract, but there's some cruft and care needed around exposing those underlying Pydantic models through the API documentation. It's been easy to create schemas that have compatibility problems when run through other code generators. I know there are projects such as connexction[1] which attempt to inverse this, but I don't have much experience with it. In the GraphQL space it seems that code-first approaches are becoming more favored, though there's a different level of complexity needed to create a "typesafe" GraphQL server (eg. model mismatches between root query resolvers and field resolvers).

[1] https://github.com/spec-first/connexion

• opyrator

  8 3,012 0.0 Python

  🪄 Turns your machine learning code into microservices with web API, interactive GUI, and more.

  

Project mention: Opyrator: Turns your Python code into microservices with web API and webUI | news.ycombinator.com | 2023-10-30

• OPAL

  33 2,271 8.9 Python

  Policy and data administration, distribution, and real-time updates on top of Policy Agents (OPA, Cedar, ...) (by permitio)

  

Project mention: Top 5 Access Control Features You Should Implement in 2024 | dev.to | 2023-12-27

Another tool that can help you deploy a Policy as Code-based solution in 2024 is OPAL, the Open Policy Administration Layer. OPAL is an open-source project that provides a comprehensive policy-based service for applications. With one click, you can deploy a full architecture of a Git-based centralized policy store with decentralized policy engines running as a sidecar with your applications. OPAL also provides a unified architecture to sync all the data you need with the policy engines.

• python-lambda

  0 1,479 0.0 Python

  A toolkit for developing and deploying serverless Python code in AWS Lambda.

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• Zato

  3 1,070 9.9 Python

  ESB, SOA, REST, APIs and Cloud Integrations in Python

• aws-serverless-ecommerce-platform

  2 1,053 0.0 Python

  Serverless Ecommerce Platform is a sample implementation of a serverless backend for an e-commerce website. This sample is not meant to be used as an e-commerce platform as-is, but as an inspiration on how to build event-driven serverless microservices on AWS.

  

• minos-python

  11 453 0.0 Python

  🐍 Minos is a framework which helps you create reactive microservices in Python

  

• apiron

  1 117 6.4 Python

  :fried_egg: apiron is a Python package that helps you cook a tasty client for RESTful APIs. Just don't wash it with SOAP.

  

• fastapi-microservice-template

  2 80 6.4 Python

  A template for a FastAPI based Serverless Framework microservice running on AWS Lambda

• observability-with-amazon-opensearch

  1 79 8.1 Python

  This repository contains a microservice-based Sample App demonstrating observability capabilities in the Amazon OpenSearch Service.

  

Project mention: Observabilidade de microsserviços com OpenTelemetry e Amazon OpenSearch [Lab Session] | dev.to | 2024-01-29

Referências/Reference: https://catalog.us-east-1.prod.workshops.aws/workshops/1abb648b-2ef8-442c-a731-efbcb69c1e1e/en-US https://github.com/aws-samples/observability-with-amazon-opensearch.git https://github.com/idealo/terraform-aws-opensearch.git

• mlToolKits

  1 74 0.0 Python

  learningOrchestra is a distributed Machine Learning integration tool that facilitates and streamlines iterative processes in a Data Science project.

  

• ecommerce

  6 59 0.0 Python

  :shopping_cart: A e-commerce system using microservices concepts and architected with docker. (by nelsonwenner)

• walnats

  7 58 10.0 Python

  🌰 Nats-powered event-driven background jobs and microservices framework for Python.

  

Project mention: walnats: Nats-powered event-driven background jobs and microservices framework for Python. | /r/coolgithubprojects | 2023-04-21

• django-outbox-pattern

  1 46 7.1 Python

  A django application to make it easier to use the transactional outbox pattern

  

Project mention: Consistência de dados e padrão Outbox | dev.to | 2023-05-13

No python existe a biblioteca django-outbox-pattern que implementa o padrão outbox e também garante idempotência nos consumidores.

• b-rabbit

  1 26 1.2 Python

  A thread safe library that aims to provide a simple API for interfacing with RabbitMQ. Built on top of rabbitpy, the library make it very easy to use the RabbitMQ message broker with just few lines of code. It implements all messaging pattern used by message brokers

• sdk-python

  1 23 4.5 Python

  Python library for Modzy Machine Learning Operations (MLOps) Platform (by modzy)

  

• bunny-storm

  4 23 0.0 Python

  RabbitMQ asynchronous connector library for Python with built in RPC support

  

• django-rest-microservice

  2 8 0.0 Python

  Provides OAuth2.0 Code Grant w/ PKCE authentication flow with third-party IDP (AWS Cognito), microservices architecture with Django, and out-of-box auth operation REST APIs for working with SPA.

• py-inventa

  2 7 0.0 Python

  A Python library for microservice registry and executing RPC (Remote Procedure Call) over Redis.

• fuilder

  1 4 5.4 Python

  An open-source dynamic and real-time form builder. (Microservices, Python, Django, PostgreSQL, Terraform, Google Cloud, Docker, Kubernetes)

Project mention: Terraform and Microservices | dev.to | 2023-05-11

For example, in my latest project, I built a form builder using microservices architecture, and I needed to deploy the infrastructure on Google Cloud Platform (GCP). I had three services, each of which needed a Google Storage Bucket and a Google SQL Database. To accomplish this, I created modules for GCP to provision these common GCP services, and then created a separate module for each service under the services’ folder. These modules used the common GCP modules, as shown below:

• SaaSHub

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Python Microservices related posts

• Opyrator: Turns your Python code into microservices with web API and webUI
  1 project | news.ycombinator.com | 30 Oct 2023
• walnats: Nats-powered event-driven background jobs and microservices framework for Python.
  1 project | /r/coolgithubprojects | 21 Apr 2023
• walnats: Nats-powered event-driven background jobs and microservices framework for Python.
  1 project | /r/pythoncoding | 18 Apr 2023
• How to implement social login to django models?
  1 project | /r/django | 17 Apr 2023
• walnats: Nats-powered event-driven background jobs and microservices framework for Python.
  1 project | /r/opensource | 14 Apr 2023
• M3O: Serverless Micro services gateway
  2 projects | /r/microservices | 5 Apr 2023
• walnats: Nats-powered event-driven background jobs and microservices framework for Python.
  1 project | /r/madeinpython | 4 Apr 2023
• A note from our sponsor - SaaSHub
  www.saashub.com | 19 Apr 2024

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